id	sid	tid	token	lemma	pos
easat-11273	1	1	edelweiss	edelweiss	PROPN
easat-11273	1	2	applied	apply	VERB
easat-11273	1	3	science	science	NOUN
easat-11273	1	4	and	and	CCONJ
easat-11273	1	5	technology	technology	NOUN
easat-11273	1	6	issn	issn	PROPN
easat-11273	1	7	:	:	PUNCT
easat-11273	1	8	2576	2576	NUM
easat-11273	1	9	-	-	SYM
easat-11273	1	10	8484	8484	NUM
easat-11273	1	11	vol	vol	NOUN
easat-11273	1	12	.	.	PROPN
easat-11273	2	1	9	9	NUM
easat-11273	2	2	,	,	PUNCT
easat-11273	2	3	no	no	INTJ
easat-11273	2	4	.	.	NOUN
easat-11273	2	5	12	12	NUM
easat-11273	2	6	,	,	PUNCT
easat-11273	2	7	66	66	NUM
easat-11273	2	8	-	-	SYM
easat-11273	2	9	80	80	NUM
easat-11273	2	10	2025	2025	NUM
easat-11273	2	11	publisher	publisher	NOUN
easat-11273	2	12	:	:	PUNCT
easat-11273	2	13	learning	learn	VERB
easat-11273	2	14	gate	gate	NOUN
easat-11273	2	15	doi	doi	PROPN
easat-11273	2	16	:	:	PUNCT
easat-11273	2	17	10.55214/2576	10.55214/2576	NUM
easat-11273	2	18	-	-	SYM
easat-11273	2	19	8484.v9i12.11273	8484.v9i12.11273	NOUN
easat-11273	3	1	©	©	PROPN
easat-11273	3	2	2025	2025	NUM
easat-11273	3	3	by	by	ADP
easat-11273	3	4	the	the	DET
easat-11273	3	5	author	author	NOUN
easat-11273	3	6	;	;	PUNCT
easat-11273	3	7	licensee	licensee	PROPN
easat-11273	3	8	learning	learning	NOUN
easat-11273	3	9	gate	gate	NOUN
easat-11273	3	10	©	©	PROPN
easat-11273	3	11	2025	2025	NUM
easat-11273	3	12	by	by	ADP
easat-11273	3	13	the	the	DET
easat-11273	3	14	authors	author	NOUN
easat-11273	3	15	;	;	PUNCT
easat-11273	3	16	licensee	licensee	PROPN
easat-11273	3	17	learning	learning	NOUN
easat-11273	3	18	gate	gate	NOUN
easat-11273	3	19	history	history	NOUN
easat-11273	3	20	:	:	PUNCT
easat-11273	3	21	received	receive	VERB
easat-11273	3	22	:	:	PUNCT
easat-11273	3	23	1	1	NUM
easat-11273	3	24	october	october	NOUN
easat-11273	3	25	2025	2025	NUM
easat-11273	3	26	;	;	PUNCT
easat-11273	3	27	revised	revise	VERB
easat-11273	3	28	:	:	PUNCT
easat-11273	3	29	10	10	NUM
easat-11273	3	30	november	november	NOUN
easat-11273	3	31	2025	2025	NUM
easat-11273	3	32	;	;	PUNCT
easat-11273	3	33	accepted	accept	VERB
easat-11273	3	34	:	:	PUNCT
easat-11273	3	35	14	14	NUM
easat-11273	3	36	november	november	PROPN
easat-11273	3	37	2025	2025	NUM
easat-11273	3	38	;	;	PUNCT
easat-11273	3	39	published	publish	VERB
easat-11273	3	40	:	:	PUNCT
easat-11273	3	41	1	1	NUM
easat-11273	3	42	december	december	PROPN
easat-11273	3	43	2025	2025	NUM
easat-11273	3	44	*	*	PUNCT
easat-11273	3	45	correspondence	correspondence	NOUN
easat-11273	3	46	:	:	PUNCT
easat-11273	4	1	daesooc100@gmail.com	daesooc100@gmail.com	X
easat-11273	4	2	disciplinary	disciplinary	ADJ
easat-11273	4	3	landscapes	landscape	NOUN
easat-11273	4	4	of	of	ADP
easat-11273	4	5	deep	deep	ADJ
easat-11273	4	6	learning	learning	NOUN
easat-11273	4	7	:	:	PUNCT
easat-11273	4	8	cross	cross	ADJ
easat-11273	4	9	-	-	ADJ
easat-11273	4	10	domain	domain	ADJ
easat-11273	4	11	insights	insight	NOUN
easat-11273	4	12	via	via	ADP
easat-11273	4	13	lda	lda	PROPN
easat-11273	4	14	topic	topic	NOUN
easat-11273	4	15	modeling	model	VERB
easat-11273	4	16	daesoo	daesoo	ADJ
easat-11273	4	17	choi1	choi1	NOUN
easat-11273	4	18	*	*	PROPN
easat-11273	4	19	1department	1department	NUM
easat-11273	4	20	of	of	ADP
easat-11273	4	21	convergence	convergence	NOUN
easat-11273	4	22	engineering	engineering	NOUN
easat-11273	4	23	,	,	PUNCT
easat-11273	4	24	joongbu	joongbu	PROPN
easat-11273	4	25	university	university	PROPN
easat-11273	4	26	,	,	PUNCT
easat-11273	4	27	goyang	goyang	PROPN
easat-11273	4	28	,	,	PUNCT
easat-11273	4	29	korea	korea	PROPN
easat-11273	4	30	;	;	PUNCT
easat-11273	4	31	daesooc100@gmail.com	daesooc100@gmail.com	PROPN
easat-11273	4	32	(	(	PUNCT
easat-11273	4	33	d.c	d.c	PROPN
easat-11273	4	34	.	.	PUNCT
easat-11273	4	35	)	)	PUNCT
easat-11273	4	36	.	.	PUNCT
easat-11273	5	1	abstract	abstract	ADV
easat-11273	5	2	:	:	PUNCT
easat-11273	5	3	this	this	DET
easat-11273	5	4	study	study	NOUN
easat-11273	5	5	employs	employ	VERB
easat-11273	5	6	latent	latent	ADJ
easat-11273	5	7	dirichlet	dirichlet	PROPN
easat-11273	5	8	allocation	allocation	NOUN
easat-11273	5	9	(	(	PUNCT
easat-11273	5	10	lda	lda	PROPN
easat-11273	5	11	)	)	PUNCT
easat-11273	5	12	to	to	PART
easat-11273	5	13	analyze	analyze	VERB
easat-11273	5	14	research	research	NOUN
easat-11273	5	15	trends	trend	NOUN
easat-11273	5	16	in	in	ADP
easat-11273	5	17	deep	deep	ADJ
easat-11273	5	18	learning	learning	NOUN
easat-11273	5	19	across	across	ADP
easat-11273	5	20	engineering	engineering	NOUN
easat-11273	5	21	,	,	PUNCT
easat-11273	5	22	natural	natural	ADJ
easat-11273	5	23	sciences	science	NOUN
easat-11273	5	24	,	,	PUNCT
easat-11273	5	25	and	and	CCONJ
easat-11273	5	26	social	social	ADJ
easat-11273	5	27	sciences	science	NOUN
easat-11273	5	28	from	from	ADP
easat-11273	5	29	2020	2020	NUM
easat-11273	5	30	to	to	ADP
easat-11273	5	31	2024	2024	NUM
easat-11273	5	32	.	.	PUNCT
easat-11273	6	1	using	use	VERB
easat-11273	6	2	a	a	DET
easat-11273	6	3	corpus	corpus	NOUN
easat-11273	6	4	of	of	ADP
easat-11273	6	5	3,000	3,000	NUM
easat-11273	6	6	research	research	NOUN
easat-11273	6	7	paper	paper	NOUN
easat-11273	6	8	titles	title	NOUN
easat-11273	6	9	,	,	PUNCT
easat-11273	6	10	latent	latent	ADJ
easat-11273	6	11	thematic	thematic	ADJ
easat-11273	6	12	structures	structure	NOUN
easat-11273	6	13	were	be	AUX
easat-11273	6	14	extracted	extract	VERB
easat-11273	6	15	to	to	PART
easat-11273	6	16	identify	identify	VERB
easat-11273	6	17	the	the	DET
easat-11273	6	18	major	major	ADJ
easat-11273	6	19	research	research	NOUN
easat-11273	6	20	directions	direction	NOUN
easat-11273	6	21	within	within	ADP
easat-11273	6	22	each	each	DET
easat-11273	6	23	field	field	NOUN
easat-11273	6	24	.	.	PUNCT
easat-11273	7	1	the	the	DET
easat-11273	7	2	analysis	analysis	NOUN
easat-11273	7	3	uncovered	uncover	VERB
easat-11273	7	4	four	four	NUM
easat-11273	7	5	prominent	prominent	ADJ
easat-11273	7	6	topics	topic	NOUN
easat-11273	7	7	per	per	ADP
easat-11273	7	8	domain	domain	NOUN
easat-11273	7	9	,	,	PUNCT
easat-11273	7	10	revealing	reveal	VERB
easat-11273	7	11	clear	clear	ADJ
easat-11273	7	12	disciplinary	disciplinary	ADJ
easat-11273	7	13	differences	difference	NOUN
easat-11273	7	14	in	in	ADP
easat-11273	7	15	thematic	thematic	ADJ
easat-11273	7	16	emphasis	emphasis	NOUN
easat-11273	7	17	and	and	CCONJ
easat-11273	7	18	levels	level	NOUN
easat-11273	7	19	of	of	ADP
easat-11273	7	20	methodological	methodological	ADJ
easat-11273	7	21	maturity	maturity	NOUN
easat-11273	7	22	.	.	PUNCT
easat-11273	8	1	engineering	engineering	NOUN
easat-11273	8	2	research	research	NOUN
easat-11273	8	3	predominantly	predominantly	ADV
easat-11273	8	4	addressed	address	VERB
easat-11273	8	5	automation	automation	NOUN
easat-11273	8	6	technologies	technology	NOUN
easat-11273	8	7	,	,	PUNCT
easat-11273	8	8	intelligent	intelligent	ADJ
easat-11273	8	9	control	control	NOUN
easat-11273	8	10	systems	system	NOUN
easat-11273	8	11	,	,	PUNCT
easat-11273	8	12	and	and	CCONJ
easat-11273	8	13	real	real	ADJ
easat-11273	8	14	-	-	PUNCT
easat-11273	8	15	time	time	NOUN
easat-11273	8	16	optimization	optimization	NOUN
easat-11273	8	17	.	.	PUNCT
easat-11273	9	1	in	in	ADP
easat-11273	9	2	contrast	contrast	NOUN
easat-11273	9	3	,	,	PUNCT
easat-11273	9	4	natural	natural	ADJ
easat-11273	9	5	science	science	NOUN
easat-11273	9	6	studies	study	NOUN
easat-11273	9	7	focused	focus	VERB
easat-11273	9	8	heavily	heavily	ADV
easat-11273	9	9	on	on	ADP
easat-11273	9	10	medical	medical	ADJ
easat-11273	9	11	imaging	imaging	NOUN
easat-11273	9	12	,	,	PUNCT
easat-11273	9	13	computational	computational	ADJ
easat-11273	9	14	modeling	modeling	NOUN
easat-11273	9	15	,	,	PUNCT
easat-11273	9	16	and	and	CCONJ
easat-11273	9	17	data	datum	NOUN
easat-11273	9	18	-	-	PUNCT
easat-11273	9	19	driven	drive	VERB
easat-11273	9	20	scientific	scientific	ADJ
easat-11273	9	21	discovery	discovery	NOUN
easat-11273	9	22	.	.	PUNCT
easat-11273	10	1	social	social	ADJ
easat-11273	10	2	science	science	PROPN
easat-11273	10	3	research	research	NOUN
easat-11273	10	4	demonstrated	demonstrate	VERB
easat-11273	10	5	an	an	DET
easat-11273	10	6	increasing	increase	VERB
easat-11273	10	7	integration	integration	NOUN
easat-11273	10	8	of	of	ADP
easat-11273	10	9	deep	deep	ADJ
easat-11273	10	10	learning	learning	NOUN
easat-11273	10	11	with	with	ADP
easat-11273	10	12	ensemble	ensemble	ADJ
easat-11273	10	13	modeling	modeling	NOUN
easat-11273	10	14	,	,	PUNCT
easat-11273	10	15	prediction	prediction	NOUN
easat-11273	10	16	frameworks	framework	NOUN
easat-11273	10	17	,	,	PUNCT
easat-11273	10	18	and	and	CCONJ
easat-11273	10	19	algorithmic	algorithmic	ADJ
easat-11273	10	20	decision	decision	NOUN
easat-11273	10	21	processes	process	NOUN
easat-11273	10	22	.	.	PUNCT
easat-11273	11	1	by	by	ADP
easat-11273	11	2	offering	offer	VERB
easat-11273	11	3	a	a	DET
easat-11273	11	4	comparative	comparative	ADJ
easat-11273	11	5	view	view	NOUN
easat-11273	11	6	across	across	ADP
easat-11273	11	7	disciplines	discipline	NOUN
easat-11273	11	8	,	,	PUNCT
easat-11273	11	9	this	this	DET
easat-11273	11	10	study	study	NOUN
easat-11273	11	11	highlights	highlight	NOUN
easat-11273	11	12	both	both	CCONJ
easat-11273	11	13	shared	share	VERB
easat-11273	11	14	and	and	CCONJ
easat-11273	11	15	divergent	divergent	ADJ
easat-11273	11	16	trajectories	trajectory	NOUN
easat-11273	11	17	in	in	ADP
easat-11273	11	18	deep	deep	ADJ
easat-11273	11	19	learning	learning	NOUN
easat-11273	11	20	research	research	NOUN
easat-11273	11	21	.	.	PUNCT
easat-11273	12	1	the	the	DET
easat-11273	12	2	findings	finding	NOUN
easat-11273	12	3	also	also	ADV
easat-11273	12	4	suggest	suggest	VERB
easat-11273	12	5	several	several	ADJ
easat-11273	12	6	future	future	ADJ
easat-11273	12	7	research	research	NOUN
easat-11273	12	8	directions	direction	NOUN
easat-11273	12	9	,	,	PUNCT
easat-11273	12	10	including	include	VERB
easat-11273	12	11	the	the	DET
easat-11273	12	12	advancement	advancement	NOUN
easat-11273	12	13	of	of	ADP
easat-11273	12	14	explainable	explainable	ADJ
easat-11273	12	15	ai	ai	NOUN
easat-11273	12	16	techniques	technique	NOUN
easat-11273	12	17	,	,	PUNCT
easat-11273	12	18	the	the	DET
easat-11273	12	19	incorporation	incorporation	NOUN
easat-11273	12	20	of	of	ADP
easat-11273	12	21	multimodal	multimodal	NOUN
easat-11273	12	22	data	datum	NOUN
easat-11273	12	23	sources	source	NOUN
easat-11273	12	24	,	,	PUNCT
easat-11273	12	25	and	and	CCONJ
easat-11273	12	26	the	the	DET
easat-11273	12	27	development	development	NOUN
easat-11273	12	28	of	of	ADP
easat-11273	12	29	domain	domain	NOUN
easat-11273	12	30	-	-	PUNCT
easat-11273	12	31	specific	specific	ADJ
easat-11273	12	32	methodological	methodological	ADJ
easat-11273	12	33	adaptations	adaptation	NOUN
easat-11273	12	34	to	to	PART
easat-11273	12	35	improve	improve	VERB
easat-11273	12	36	applicability	applicability	NOUN
easat-11273	12	37	and	and	CCONJ
easat-11273	12	38	interpretability	interpretability	NOUN
easat-11273	12	39	.	.	PUNCT
easat-11273	13	1	keywords	keyword	NOUN
easat-11273	13	2	:	:	PUNCT
easat-11273	13	3	cross	cross	ADJ
easat-11273	13	4	-	-	ADJ
easat-11273	13	5	disciplinary	disciplinary	ADJ
easat-11273	13	6	,	,	PUNCT
easat-11273	13	7	deep	deep	ADJ
easat-11273	13	8	learning	learning	NOUN
easat-11273	13	9	,	,	PUNCT
easat-11273	13	10	lda	lda	PROPN
easat-11273	13	11	,	,	PUNCT
easat-11273	13	12	natural	natural	ADJ
easat-11273	13	13	sciences	science	NOUN
easat-11273	13	14	,	,	PUNCT
easat-11273	13	15	research	research	NOUN
easat-11273	13	16	,	,	PUNCT
easat-11273	13	17	engineering	engineering	NOUN
easat-11273	13	18	,	,	PUNCT
easat-11273	13	19	social	social	ADJ
easat-11273	13	20	sciences	science	NOUN
easat-11273	13	21	,	,	PUNCT
easat-11273	13	22	topic	topic	NOUN
easat-11273	13	23	modeling	modeling	NOUN
easat-11273	13	24	.	.	PUNCT
easat-11273	14	1	1	1	X
easat-11273	14	2	.	.	X
easat-11273	14	3	introduction	introduction	NOUN
easat-11273	14	4	deep	deep	ADJ
easat-11273	14	5	learning	learning	NOUN
easat-11273	14	6	,	,	PUNCT
easat-11273	14	7	a	a	DET
easat-11273	14	8	transformative	transformative	ADJ
easat-11273	14	9	subfield	subfield	NOUN
easat-11273	14	10	within	within	ADP
easat-11273	14	11	machine	machine	NOUN
easat-11273	14	12	learning	learning	NOUN
easat-11273	14	13	,	,	PUNCT
easat-11273	14	14	has	have	AUX
easat-11273	14	15	revolutionized	revolutionize	VERB
easat-11273	14	16	the	the	DET
easat-11273	14	17	way	way	NOUN
easat-11273	14	18	computers	computer	NOUN
easat-11273	14	19	interpret	interpret	VERB
easat-11273	14	20	complex	complex	ADJ
easat-11273	14	21	data	datum	NOUN
easat-11273	14	22	by	by	ADP
easat-11273	14	23	enabling	enable	VERB
easat-11273	14	24	the	the	DET
easat-11273	14	25	automatic	automatic	ADJ
easat-11273	14	26	extraction	extraction	NOUN
easat-11273	14	27	of	of	ADP
easat-11273	14	28	hierarchical	hierarchical	ADJ
easat-11273	14	29	features	feature	NOUN
easat-11273	14	30	through	through	ADP
easat-11273	14	31	multi	multi	ADJ
easat-11273	14	32	-	-	ADJ
easat-11273	14	33	layered	layered	ADJ
easat-11273	14	34	neural	neural	ADJ
easat-11273	14	35	network	network	NOUN
easat-11273	14	36	architectures	architecture	NOUN
easat-11273	14	37	.	.	PUNCT
easat-11273	15	1	unlike	unlike	ADP
easat-11273	15	2	conventional	conventional	ADJ
easat-11273	15	3	machine	machine	NOUN
easat-11273	15	4	learning	learning	NOUN
easat-11273	15	5	approaches	approach	NOUN
easat-11273	15	6	that	that	PRON
easat-11273	15	7	depend	depend	VERB
easat-11273	15	8	heavily	heavily	ADV
easat-11273	15	9	on	on	ADP
easat-11273	15	10	hand	hand	NOUN
easat-11273	15	11	-	-	PUNCT
easat-11273	15	12	engineered	engineer	VERB
easat-11273	15	13	features	feature	NOUN
easat-11273	15	14	and	and	CCONJ
easat-11273	15	15	domain	domain	NOUN
easat-11273	15	16	-	-	PUNCT
easat-11273	15	17	specific	specific	ADJ
easat-11273	15	18	preprocessing	preprocessing	NOUN
easat-11273	15	19	,	,	PUNCT
easat-11273	15	20	deep	deep	ADJ
easat-11273	15	21	learning	learning	NOUN
easat-11273	15	22	methods	method	NOUN
easat-11273	15	23	excel	excel	VERB
easat-11273	15	24	by	by	ADP
easat-11273	15	25	learning	learn	VERB
easat-11273	15	26	intricate	intricate	ADJ
easat-11273	15	27	data	datum	NOUN
easat-11273	15	28	representations	representation	NOUN
easat-11273	15	29	directly	directly	ADV
easat-11273	15	30	from	from	ADP
easat-11273	15	31	raw	raw	ADJ
easat-11273	15	32	inputs	input	NOUN
easat-11273	15	33	.	.	PUNCT
easat-11273	16	1	this	this	DET
easat-11273	16	2	end	end	NOUN
easat-11273	16	3	-	-	PUNCT
easat-11273	16	4	to	to	ADP
easat-11273	16	5	-	-	PUNCT
easat-11273	16	6	end	end	NOUN
easat-11273	16	7	learning	learning	NOUN
easat-11273	16	8	paradigm	paradigm	NOUN
easat-11273	16	9	has	have	AUX
easat-11273	16	10	led	lead	VERB
easat-11273	16	11	to	to	ADP
easat-11273	16	12	dramatic	dramatic	ADJ
easat-11273	16	13	improvements	improvement	NOUN
easat-11273	16	14	in	in	ADP
easat-11273	16	15	a	a	DET
easat-11273	16	16	range	range	NOUN
easat-11273	16	17	of	of	ADP
easat-11273	16	18	tasks	task	NOUN
easat-11273	16	19	,	,	PUNCT
easat-11273	16	20	often	often	ADV
easat-11273	16	21	surpassing	surpass	VERB
easat-11273	16	22	human	human	ADJ
easat-11273	16	23	-	-	PUNCT
easat-11273	16	24	level	level	NOUN
easat-11273	16	25	performance	performance	NOUN
easat-11273	16	26	in	in	ADP
easat-11273	16	27	areas	area	NOUN
easat-11273	16	28	such	such	ADJ
easat-11273	16	29	as	as	ADP
easat-11273	16	30	image	image	NOUN
easat-11273	16	31	classification	classification	NOUN
easat-11273	16	32	,	,	PUNCT
easat-11273	16	33	speech	speech	NOUN
easat-11273	16	34	recognition	recognition	NOUN
easat-11273	16	35	,	,	PUNCT
easat-11273	16	36	and	and	CCONJ
easat-11273	16	37	language	language	NOUN
easat-11273	16	38	modeling	modeling	NOUN
easat-11273	16	39	.	.	PUNCT
easat-11273	17	1	the	the	DET
easat-11273	17	2	seminal	seminal	ADJ
easat-11273	17	3	moment	moment	NOUN
easat-11273	17	4	that	that	PRON
easat-11273	17	5	marked	mark	VERB
easat-11273	17	6	the	the	DET
easat-11273	17	7	rise	rise	NOUN
easat-11273	17	8	of	of	ADP
easat-11273	17	9	deep	deep	ADJ
easat-11273	17	10	learning	learning	NOUN
easat-11273	17	11	can	can	AUX
easat-11273	17	12	be	be	AUX
easat-11273	17	13	traced	trace	VERB
easat-11273	17	14	to	to	ADP
easat-11273	17	15	the	the	DET
easat-11273	17	16	2012	2012	NUM
easat-11273	17	17	imagenet	imagenet	NOUN
easat-11273	17	18	large	large	ADJ
easat-11273	17	19	scale	scale	NOUN
easat-11273	17	20	visual	visual	ADJ
easat-11273	17	21	recognition	recognition	NOUN
easat-11273	17	22	challenge	challenge	NOUN
easat-11273	17	23	(	(	PUNCT
easat-11273	17	24	ilsvrc	ilsvrc	PROPN
easat-11273	17	25	)	)	PUNCT
easat-11273	17	26	,	,	PUNCT
easat-11273	17	27	where	where	SCONJ
easat-11273	17	28	a	a	DET
easat-11273	17	29	deep	deep	ADJ
easat-11273	17	30	convolutional	convolutional	ADJ
easat-11273	17	31	neural	neural	ADJ
easat-11273	17	32	network	network	NOUN
easat-11273	17	33	dramatically	dramatically	ADV
easat-11273	17	34	outperformed	outperform	VERB
easat-11273	17	35	traditional	traditional	ADJ
easat-11273	17	36	methods	method	NOUN
easat-11273	17	37	.	.	PUNCT
easat-11273	18	1	since	since	SCONJ
easat-11273	18	2	then	then	ADV
easat-11273	18	3	,	,	PUNCT
easat-11273	18	4	the	the	DET
easat-11273	18	5	success	success	NOUN
easat-11273	18	6	of	of	ADP
easat-11273	18	7	deep	deep	ADJ
easat-11273	18	8	learning	learning	NOUN
easat-11273	18	9	has	have	AUX
easat-11273	18	10	catalyzed	catalyze	VERB
easat-11273	18	11	its	its	PRON
easat-11273	18	12	rapid	rapid	ADJ
easat-11273	18	13	adoption	adoption	NOUN
easat-11273	18	14	across	across	ADP
easat-11273	18	15	a	a	DET
easat-11273	18	16	wide	wide	ADJ
easat-11273	18	17	spectrum	spectrum	NOUN
easat-11273	18	18	of	of	ADP
easat-11273	18	19	application	application	NOUN
easat-11273	18	20	domains	domain	NOUN
easat-11273	18	21	,	,	PUNCT
easat-11273	18	22	including	include	VERB
easat-11273	18	23	but	but	CCONJ
easat-11273	18	24	not	not	PART
easat-11273	18	25	limited	limit	VERB
easat-11273	18	26	to	to	ADP
easat-11273	18	27	natural	natural	ADJ
easat-11273	18	28	language	language	NOUN
easat-11273	18	29	processing	processing	NOUN
easat-11273	18	30	(	(	PUNCT
easat-11273	18	31	nlp	nlp	NOUN
easat-11273	18	32	)	)	PUNCT
easat-11273	18	33	,	,	PUNCT
easat-11273	18	34	computer	computer	NOUN
easat-11273	18	35	vision	vision	NOUN
easat-11273	18	36	,	,	PUNCT
easat-11273	18	37	and	and	CCONJ
easat-11273	18	38	speech	speech	NOUN
easat-11273	18	39	synthesis	synthesis	NOUN
easat-11273	18	40	.	.	PUNCT
easat-11273	19	1	its	its	PRON
easat-11273	19	2	ability	ability	NOUN
easat-11273	19	3	to	to	PART
easat-11273	19	4	model	model	VERB
easat-11273	19	5	highdimensional	highdimensional	PROPN
easat-11273	19	6	,	,	PUNCT
easat-11273	19	7	nonlinear	nonlinear	ADJ
easat-11273	19	8	patterns	pattern	NOUN
easat-11273	19	9	has	have	AUX
easat-11273	19	10	rendered	render	VERB
easat-11273	19	11	it	it	PRON
easat-11273	19	12	particularly	particularly	ADV
easat-11273	19	13	valuable	valuable	ADJ
easat-11273	19	14	in	in	ADP
easat-11273	19	15	environments	environment	NOUN
easat-11273	19	16	characterized	characterize	VERB
easat-11273	19	17	by	by	ADP
easat-11273	19	18	large	large	ADJ
easat-11273	19	19	,	,	PUNCT
easat-11273	19	20	unstructured	unstructured	ADJ
easat-11273	19	21	,	,	PUNCT
easat-11273	19	22	or	or	CCONJ
easat-11273	19	23	noisy	noisy	ADJ
easat-11273	19	24	datasets	dataset	NOUN
easat-11273	19	25	.	.	PUNCT
easat-11273	20	1	the	the	DET
easat-11273	20	2	academic	academic	ADJ
easat-11273	20	3	and	and	CCONJ
easat-11273	20	4	industrial	industrial	ADJ
easat-11273	20	5	impact	impact	NOUN
easat-11273	20	6	of	of	ADP
easat-11273	20	7	deep	deep	ADJ
easat-11273	20	8	learning	learning	NOUN
easat-11273	20	9	is	be	AUX
easat-11273	20	10	not	not	PART
easat-11273	20	11	confined	confine	VERB
easat-11273	20	12	to	to	ADP
easat-11273	20	13	the	the	DET
easat-11273	20	14	traditional	traditional	ADJ
easat-11273	20	15	boundaries	boundary	NOUN
easat-11273	20	16	of	of	ADP
easat-11273	20	17	computer	computer	NOUN
easat-11273	20	18	science	science	NOUN
easat-11273	20	19	.	.	PUNCT
easat-11273	21	1	in	in	ADP
easat-11273	21	2	recent	recent	ADJ
easat-11273	21	3	years	year	NOUN
easat-11273	21	4	,	,	PUNCT
easat-11273	21	5	its	its	PRON
easat-11273	21	6	applications	application	NOUN
easat-11273	21	7	have	have	AUX
easat-11273	21	8	expanded	expand	VERB
easat-11273	21	9	significantly	significantly	ADV
easat-11273	21	10	into	into	ADP
easat-11273	21	11	interdisciplinary	interdisciplinary	ADJ
easat-11273	21	12	and	and	CCONJ
easat-11273	21	13	domain	domain	NOUN
easat-11273	21	14	-	-	PUNCT
easat-11273	21	15	specific	specific	ADJ
easat-11273	21	16	fields	field	NOUN
easat-11273	21	17	such	such	ADJ
easat-11273	21	18	as	as	ADP
easat-11273	21	19	biomedical	biomedical	ADJ
easat-11273	21	20	imaging	imaging	NOUN
easat-11273	21	21	,	,	PUNCT
easat-11273	21	22	financial	financial	ADJ
easat-11273	21	23	market	market	NOUN
easat-11273	21	24	forecasting	forecasting	NOUN
easat-11273	21	25	,	,	PUNCT
easat-11273	21	26	climate	climate	NOUN
easat-11273	21	27	modeling	modeling	NOUN
easat-11273	21	28	,	,	PUNCT
easat-11273	21	29	and	and	CCONJ
easat-11273	21	30	smart	smart	ADJ
easat-11273	21	31	city	city	NOUN
easat-11273	21	32	development	development	NOUN
easat-11273	21	33	.	.	PUNCT
easat-11273	22	1	these	these	DET
easat-11273	22	2	fields	field	NOUN
easat-11273	22	3	,	,	PUNCT
easat-11273	22	4	which	which	PRON
easat-11273	22	5	often	often	ADV
easat-11273	22	6	require	require	VERB
easat-11273	22	7	the	the	DET
easat-11273	22	8	integration	integration	NOUN
easat-11273	22	9	of	of	ADP
easat-11273	22	10	heterogeneous	heterogeneous	ADJ
easat-11273	22	11	data	datum	NOUN
easat-11273	22	12	sources	source	NOUN
easat-11273	22	13	https://orcid.org/0000-0001-6376-9165	https://orcid.org/0000-0001-6376-9165	VERB
easat-11273	22	14	67	67	NUM
easat-11273	22	15	edelweiss	edelweiss	PROPN
easat-11273	22	16	applied	apply	VERB
easat-11273	22	17	science	science	NOUN
easat-11273	22	18	and	and	CCONJ
easat-11273	22	19	technology	technology	NOUN
easat-11273	22	20	issn	issn	PROPN
easat-11273	22	21	:	:	PUNCT
easat-11273	22	22	2576	2576	NUM
easat-11273	22	23	-	-	SYM
easat-11273	22	24	8484	8484	NUM
easat-11273	22	25	vol	vol	NOUN
easat-11273	22	26	.	.	PROPN
easat-11273	23	1	9	9	NUM
easat-11273	23	2	,	,	PUNCT
easat-11273	23	3	no	no	INTJ
easat-11273	23	4	.	.	NOUN
easat-11273	23	5	12	12	NUM
easat-11273	23	6	:	:	PUNCT
easat-11273	23	7	66	66	NUM
easat-11273	23	8	-	-	SYM
easat-11273	23	9	80	80	NUM
easat-11273	23	10	,	,	PUNCT
easat-11273	23	11	2025	2025	NUM
easat-11273	23	12	doi	doi	NOUN
easat-11273	23	13	:	:	PUNCT
easat-11273	23	14	10.55214/2576	10.55214/2576	NUM
easat-11273	23	15	-	-	SYM
easat-11273	23	16	8484.v9i12.11273	8484.v9i12.11273	NOUN
easat-11273	24	1	©	©	PROPN
easat-11273	24	2	2025	2025	NUM
easat-11273	24	3	by	by	ADP
easat-11273	24	4	the	the	DET
easat-11273	24	5	author	author	NOUN
easat-11273	24	6	;	;	PUNCT
easat-11273	24	7	licensee	licensee	NOUN
easat-11273	24	8	learning	learn	VERB
easat-11273	24	9	gate	gate	NOUN
easat-11273	24	10	and	and	CCONJ
easat-11273	24	11	the	the	DET
easat-11273	24	12	uncovering	uncovering	NOUN
easat-11273	24	13	of	of	ADP
easat-11273	24	14	subtle	subtle	ADJ
easat-11273	24	15	patterns	pattern	NOUN
easat-11273	24	16	,	,	PUNCT
easat-11273	24	17	benefit	benefit	VERB
easat-11273	24	18	greatly	greatly	ADV
easat-11273	24	19	from	from	ADP
easat-11273	24	20	the	the	DET
easat-11273	24	21	expressive	expressive	ADJ
easat-11273	24	22	capacity	capacity	NOUN
easat-11273	24	23	of	of	ADP
easat-11273	24	24	deep	deep	ADJ
easat-11273	24	25	learning	learning	NOUN
easat-11273	24	26	architectures	architecture	NOUN
easat-11273	24	27	.	.	PUNCT
easat-11273	25	1	despite	despite	SCONJ
easat-11273	25	2	this	this	DET
easat-11273	25	3	widespread	widespread	ADJ
easat-11273	25	4	diffusion	diffusion	NOUN
easat-11273	25	5	,	,	PUNCT
easat-11273	25	6	much	much	ADJ
easat-11273	25	7	of	of	ADP
easat-11273	25	8	the	the	DET
easat-11273	25	9	existing	exist	VERB
easat-11273	25	10	literature	literature	NOUN
easat-11273	25	11	on	on	ADP
easat-11273	25	12	deep	deep	ADJ
easat-11273	25	13	learning	learning	NOUN
easat-11273	25	14	remains	remain	VERB
easat-11273	25	15	siloed	siloed	ADJ
easat-11273	25	16	within	within	ADP
easat-11273	25	17	individual	individual	ADJ
easat-11273	25	18	disciplines	discipline	NOUN
easat-11273	25	19	.	.	PUNCT
easat-11273	26	1	prior	prior	ADJ
easat-11273	26	2	survey	survey	NOUN
easat-11273	26	3	studies	study	NOUN
easat-11273	26	4	have	have	AUX
easat-11273	26	5	predominantly	predominantly	ADV
easat-11273	26	6	focused	focus	VERB
easat-11273	26	7	on	on	ADP
easat-11273	26	8	reviewing	review	VERB
easat-11273	26	9	models	model	NOUN
easat-11273	26	10	and	and	CCONJ
easat-11273	26	11	applications	application	NOUN
easat-11273	26	12	within	within	ADP
easat-11273	26	13	specific	specific	ADJ
easat-11273	26	14	scientific	scientific	ADJ
easat-11273	26	15	domains	domain	NOUN
easat-11273	26	16	,	,	PUNCT
easat-11273	26	17	often	often	ADV
easat-11273	26	18	emphasizing	emphasize	VERB
easat-11273	26	19	methodological	methodological	ADJ
easat-11273	26	20	innovations	innovation	NOUN
easat-11273	26	21	or	or	CCONJ
easat-11273	26	22	performance	performance	NOUN
easat-11273	26	23	benchmarks	benchmark	NOUN
easat-11273	26	24	relevant	relevant	ADJ
easat-11273	26	25	to	to	ADP
easat-11273	26	26	that	that	DET
easat-11273	26	27	particular	particular	ADJ
easat-11273	26	28	field	field	NOUN
easat-11273	26	29	.	.	PUNCT
easat-11273	27	1	as	as	ADP
easat-11273	27	2	a	a	DET
easat-11273	27	3	result	result	NOUN
easat-11273	27	4	,	,	PUNCT
easat-11273	27	5	there	there	PRON
easat-11273	27	6	remains	remain	VERB
easat-11273	27	7	a	a	DET
easat-11273	27	8	lack	lack	NOUN
easat-11273	27	9	of	of	ADP
easat-11273	27	10	comprehensive	comprehensive	ADJ
easat-11273	27	11	,	,	PUNCT
easat-11273	27	12	cross	cross	ADJ
easat-11273	27	13	-	-	ADJ
easat-11273	27	14	disciplinary	disciplinary	ADJ
easat-11273	27	15	analysis	analysis	NOUN
easat-11273	27	16	that	that	PRON
easat-11273	27	17	reveals	reveal	VERB
easat-11273	27	18	how	how	SCONJ
easat-11273	27	19	the	the	DET
easat-11273	27	20	research	research	NOUN
easat-11273	27	21	agendas	agenda	NOUN
easat-11273	27	22	,	,	PUNCT
easat-11273	27	23	thematic	thematic	ADJ
easat-11273	27	24	trends	trend	NOUN
easat-11273	27	25	,	,	PUNCT
easat-11273	27	26	and	and	CCONJ
easat-11273	27	27	topical	topical	ADJ
easat-11273	27	28	emphases	emphasis	NOUN
easat-11273	27	29	surrounding	surround	VERB
easat-11273	27	30	deep	deep	ADJ
easat-11273	27	31	learning	learning	NOUN
easat-11273	27	32	differ	differ	VERB
easat-11273	27	33	or	or	CCONJ
easat-11273	27	34	converge	converge	VERB
easat-11273	27	35	across	across	ADP
easat-11273	27	36	domains	domain	NOUN
easat-11273	27	37	.	.	PUNCT
easat-11273	28	1	to	to	PART
easat-11273	28	2	address	address	VERB
easat-11273	28	3	this	this	DET
easat-11273	28	4	gap	gap	NOUN
easat-11273	28	5	,	,	PUNCT
easat-11273	28	6	the	the	DET
easat-11273	28	7	present	present	ADJ
easat-11273	28	8	study	study	NOUN
easat-11273	28	9	adopts	adopt	VERB
easat-11273	28	10	a	a	DET
easat-11273	28	11	data	data	NOUN
easat-11273	28	12	-	-	PUNCT
easat-11273	28	13	driven	drive	VERB
easat-11273	28	14	,	,	PUNCT
easat-11273	28	15	quantitative	quantitative	ADJ
easat-11273	28	16	approach	approach	NOUN
easat-11273	28	17	to	to	PART
easat-11273	28	18	investigate	investigate	VERB
easat-11273	28	19	how	how	SCONJ
easat-11273	28	20	deep	deep	ADJ
easat-11273	28	21	learning	learning	NOUN
easat-11273	28	22	has	have	AUX
easat-11273	28	23	shaped	shape	VERB
easat-11273	28	24	research	research	NOUN
easat-11273	28	25	trajectories	trajectory	NOUN
easat-11273	28	26	in	in	ADP
easat-11273	28	27	three	three	NUM
easat-11273	28	28	distinct	distinct	ADJ
easat-11273	28	29	scientific	scientific	ADJ
easat-11273	28	30	disciplines	discipline	NOUN
easat-11273	28	31	:	:	PUNCT
easat-11273	28	32	engineering	engineering	NOUN
easat-11273	28	33	,	,	PUNCT
easat-11273	28	34	natural	natural	ADJ
easat-11273	28	35	sciences	science	NOUN
easat-11273	28	36	,	,	PUNCT
easat-11273	28	37	and	and	CCONJ
easat-11273	28	38	social	social	ADJ
easat-11273	28	39	sciences	science	NOUN
easat-11273	28	40	.	.	PUNCT
easat-11273	29	1	utilizing	utilize	VERB
easat-11273	29	2	latent	latent	ADJ
easat-11273	29	3	dirichlet	dirichlet	PROPN
easat-11273	29	4	allocation	allocation	NOUN
easat-11273	29	5	(	(	PUNCT
easat-11273	29	6	lda	lda	PROPN
easat-11273	29	7	)	)	PUNCT
easat-11273	29	8	,	,	PUNCT
easat-11273	29	9	an	an	DET
easat-11273	29	10	unsupervised	unsupervised	ADJ
easat-11273	29	11	probabilistic	probabilistic	ADJ
easat-11273	29	12	topic	topic	NOUN
easat-11273	29	13	modeling	modeling	NOUN
easat-11273	29	14	technique	technique	NOUN
easat-11273	29	15	,	,	PUNCT
easat-11273	29	16	we	we	PRON
easat-11273	29	17	extract	extract	VERB
easat-11273	29	18	latent	latent	ADJ
easat-11273	29	19	thematic	thematic	ADJ
easat-11273	29	20	structures	structure	NOUN
easat-11273	29	21	from	from	ADP
easat-11273	29	22	a	a	DET
easat-11273	29	23	curated	curate	VERB
easat-11273	29	24	corpus	corpus	NOUN
easat-11273	29	25	of	of	ADP
easat-11273	29	26	3,000	3,000	NUM
easat-11273	29	27	research	research	NOUN
easat-11273	29	28	paper	paper	NOUN
easat-11273	29	29	titles	title	NOUN
easat-11273	29	30	spanning	span	VERB
easat-11273	29	31	these	these	DET
easat-11273	29	32	three	three	NUM
easat-11273	29	33	fields	field	NOUN
easat-11273	29	34	.	.	PUNCT
easat-11273	30	1	unlike	unlike	ADP
easat-11273	30	2	manual	manual	ADJ
easat-11273	30	3	content	content	NOUN
easat-11273	30	4	analysis	analysis	NOUN
easat-11273	30	5	or	or	CCONJ
easat-11273	30	6	narrative	narrative	NOUN
easat-11273	30	7	reviews	review	NOUN
easat-11273	30	8	,	,	PUNCT
easat-11273	30	9	lda	lda	PROPN
easat-11273	30	10	enables	enable	VERB
easat-11273	30	11	the	the	DET
easat-11273	30	12	identification	identification	NOUN
easat-11273	30	13	of	of	ADP
easat-11273	30	14	hidden	hide	VERB
easat-11273	30	15	topic	topic	NOUN
easat-11273	30	16	distributions	distribution	NOUN
easat-11273	30	17	that	that	PRON
easat-11273	30	18	reflect	reflect	VERB
easat-11273	30	19	the	the	DET
easat-11273	30	20	underlying	underlie	VERB
easat-11273	30	21	semantic	semantic	ADJ
easat-11273	30	22	patterns	pattern	NOUN
easat-11273	30	23	within	within	ADP
easat-11273	30	24	large	large	ADJ
easat-11273	30	25	-	-	PUNCT
easat-11273	30	26	scale	scale	NOUN
easat-11273	30	27	textual	textual	ADJ
easat-11273	30	28	data	datum	NOUN
easat-11273	30	29	.	.	PUNCT
easat-11273	31	1	through	through	ADP
easat-11273	31	2	this	this	DET
easat-11273	31	3	lens	len	NOUN
easat-11273	31	4	,	,	PUNCT
easat-11273	31	5	we	we	PRON
easat-11273	31	6	aim	aim	VERB
easat-11273	31	7	to	to	PART
easat-11273	31	8	uncover	uncover	VERB
easat-11273	31	9	both	both	CCONJ
easat-11273	31	10	shared	share	VERB
easat-11273	31	11	and	and	CCONJ
easat-11273	31	12	domain	domain	NOUN
easat-11273	31	13	-	-	PUNCT
easat-11273	31	14	specific	specific	ADJ
easat-11273	31	15	themes	theme	NOUN
easat-11273	31	16	in	in	ADP
easat-11273	31	17	the	the	DET
easat-11273	31	18	way	way	NOUN
easat-11273	31	19	deep	deep	ADJ
easat-11273	31	20	learning	learning	NOUN
easat-11273	31	21	is	be	AUX
easat-11273	31	22	conceptualized	conceptualize	VERB
easat-11273	31	23	,	,	PUNCT
easat-11273	31	24	applied	apply	VERB
easat-11273	31	25	,	,	PUNCT
easat-11273	31	26	and	and	CCONJ
easat-11273	31	27	discussed	discuss	VERB
easat-11273	31	28	in	in	ADP
easat-11273	31	29	scholarly	scholarly	ADJ
easat-11273	31	30	discourse	discourse	NOUN
easat-11273	31	31	.	.	PUNCT
easat-11273	32	1	for	for	ADP
easat-11273	32	2	instance	instance	NOUN
easat-11273	32	3	,	,	PUNCT
easat-11273	32	4	whereas	whereas	SCONJ
easat-11273	32	5	engineering	engineering	NOUN
easat-11273	32	6	research	research	NOUN
easat-11273	32	7	may	may	AUX
easat-11273	32	8	emphasize	emphasize	VERB
easat-11273	32	9	optimization	optimization	NOUN
easat-11273	32	10	,	,	PUNCT
easat-11273	32	11	architecture	architecture	NOUN
easat-11273	32	12	design	design	NOUN
easat-11273	32	13	,	,	PUNCT
easat-11273	32	14	and	and	CCONJ
easat-11273	32	15	embedded	embed	VERB
easat-11273	32	16	systems	system	NOUN
easat-11273	32	17	,	,	PUNCT
easat-11273	32	18	natural	natural	ADJ
easat-11273	32	19	sciences	science	NOUN
easat-11273	32	20	might	might	AUX
easat-11273	32	21	prioritize	prioritize	VERB
easat-11273	32	22	data	datum	NOUN
easat-11273	32	23	-	-	PUNCT
easat-11273	32	24	intensive	intensive	ADJ
easat-11273	32	25	discovery	discovery	NOUN
easat-11273	32	26	in	in	ADP
easat-11273	32	27	areas	area	NOUN
easat-11273	32	28	like	like	ADP
easat-11273	32	29	genomics	genomic	NOUN
easat-11273	32	30	or	or	CCONJ
easat-11273	32	31	physics	physics	NOUN
easat-11273	32	32	simulation	simulation	NOUN
easat-11273	32	33	,	,	PUNCT
easat-11273	32	34	while	while	SCONJ
easat-11273	32	35	social	social	ADJ
easat-11273	32	36	sciences	science	NOUN
easat-11273	32	37	could	could	AUX
easat-11273	32	38	explore	explore	VERB
easat-11273	32	39	interpretability	interpretability	NOUN
easat-11273	32	40	,	,	PUNCT
easat-11273	32	41	ethical	ethical	ADJ
easat-11273	32	42	implications	implication	NOUN
easat-11273	32	43	,	,	PUNCT
easat-11273	32	44	and	and	CCONJ
easat-11273	32	45	human	human	NOUN
easat-11273	32	46	-	-	PUNCT
easat-11273	32	47	centered	center	VERB
easat-11273	32	48	ai	ai	NOUN
easat-11273	32	49	systems	system	NOUN
easat-11273	32	50	.	.	PUNCT
easat-11273	33	1	in	in	ADP
easat-11273	33	2	addition	addition	NOUN
easat-11273	33	3	to	to	ADP
easat-11273	33	4	delineating	delineate	VERB
easat-11273	33	5	the	the	DET
easat-11273	33	6	topical	topical	ADJ
easat-11273	33	7	landscape	landscape	NOUN
easat-11273	33	8	,	,	PUNCT
easat-11273	33	9	this	this	DET
easat-11273	33	10	study	study	NOUN
easat-11273	33	11	also	also	ADV
easat-11273	33	12	provides	provide	VERB
easat-11273	33	13	insights	insight	NOUN
easat-11273	33	14	into	into	ADP
easat-11273	33	15	how	how	SCONJ
easat-11273	33	16	deep	deep	ADJ
easat-11273	33	17	learning	learning	NOUN
easat-11273	33	18	is	be	AUX
easat-11273	33	19	facilitating	facilitate	VERB
easat-11273	33	20	interdisciplinary	interdisciplinary	ADJ
easat-11273	33	21	research	research	NOUN
easat-11273	33	22	by	by	ADP
easat-11273	33	23	bridging	bridge	VERB
easat-11273	33	24	methodological	methodological	ADJ
easat-11273	33	25	and	and	CCONJ
easat-11273	33	26	epistemological	epistemological	ADJ
easat-11273	33	27	divides	divide	NOUN
easat-11273	33	28	.	.	PUNCT
easat-11273	34	1	the	the	DET
easat-11273	34	2	comparative	comparative	ADJ
easat-11273	34	3	perspective	perspective	NOUN
easat-11273	34	4	afforded	afford	VERB
easat-11273	34	5	by	by	ADP
easat-11273	34	6	our	our	PRON
easat-11273	34	7	approach	approach	NOUN
easat-11273	34	8	reveals	reveal	VERB
easat-11273	34	9	how	how	SCONJ
easat-11273	34	10	different	different	ADJ
easat-11273	34	11	academic	academic	ADJ
easat-11273	34	12	communities	community	NOUN
easat-11273	34	13	are	be	AUX
easat-11273	34	14	internalizing	internalize	VERB
easat-11273	34	15	and	and	CCONJ
easat-11273	34	16	appropriating	appropriate	VERB
easat-11273	34	17	deep	deep	ADJ
easat-11273	34	18	learning	learning	NOUN
easat-11273	34	19	technologies	technology	NOUN
easat-11273	34	20	,	,	PUNCT
easat-11273	34	21	contributing	contribute	VERB
easat-11273	34	22	to	to	ADP
easat-11273	34	23	a	a	DET
easat-11273	34	24	more	more	ADV
easat-11273	34	25	nuanced	nuanced	ADJ
easat-11273	34	26	understanding	understanding	NOUN
easat-11273	34	27	of	of	ADP
easat-11273	34	28	its	its	PRON
easat-11273	34	29	multifaceted	multifaceted	ADJ
easat-11273	34	30	impact	impact	NOUN
easat-11273	34	31	.	.	PUNCT
easat-11273	35	1	by	by	ADP
easat-11273	35	2	situating	situate	VERB
easat-11273	35	3	our	our	PRON
easat-11273	35	4	analysis	analysis	NOUN
easat-11273	35	5	at	at	ADP
easat-11273	35	6	the	the	DET
easat-11273	35	7	intersection	intersection	NOUN
easat-11273	35	8	of	of	ADP
easat-11273	35	9	bibliometrics	bibliometric	NOUN
easat-11273	35	10	,	,	PUNCT
easat-11273	35	11	machine	machine	NOUN
easat-11273	35	12	learning	learning	NOUN
easat-11273	35	13	,	,	PUNCT
easat-11273	35	14	and	and	CCONJ
easat-11273	35	15	science	science	NOUN
easat-11273	35	16	mapping	mapping	NOUN
easat-11273	35	17	,	,	PUNCT
easat-11273	35	18	we	we	PRON
easat-11273	35	19	offer	offer	VERB
easat-11273	35	20	an	an	DET
easat-11273	35	21	integrative	integrative	ADJ
easat-11273	35	22	framework	framework	NOUN
easat-11273	35	23	for	for	ADP
easat-11273	35	24	evaluating	evaluate	VERB
easat-11273	35	25	the	the	DET
easat-11273	35	26	evolving	evolve	VERB
easat-11273	35	27	role	role	NOUN
easat-11273	35	28	of	of	ADP
easat-11273	35	29	deep	deep	ADJ
easat-11273	35	30	learning	learning	NOUN
easat-11273	35	31	in	in	ADP
easat-11273	35	32	contemporary	contemporary	ADJ
easat-11273	35	33	research	research	NOUN
easat-11273	35	34	.	.	PUNCT
easat-11273	36	1	ultimately	ultimately	ADV
easat-11273	36	2	,	,	PUNCT
easat-11273	36	3	this	this	DET
easat-11273	36	4	work	work	NOUN
easat-11273	36	5	contributes	contribute	VERB
easat-11273	36	6	to	to	ADP
easat-11273	36	7	the	the	DET
easat-11273	36	8	growing	grow	VERB
easat-11273	36	9	body	body	NOUN
easat-11273	36	10	of	of	ADP
easat-11273	36	11	meta	meta	NOUN
easat-11273	36	12	-	-	PUNCT
easat-11273	36	13	research	research	NOUN
easat-11273	36	14	that	that	PRON
easat-11273	36	15	seeks	seek	VERB
easat-11273	36	16	to	to	PART
easat-11273	36	17	characterize	characterize	VERB
easat-11273	36	18	the	the	DET
easat-11273	36	19	diffusion	diffusion	NOUN
easat-11273	36	20	of	of	ADP
easat-11273	36	21	ai	ai	PROPN
easat-11273	36	22	technologies	technology	NOUN
easat-11273	36	23	across	across	ADP
easat-11273	36	24	scientific	scientific	ADJ
easat-11273	36	25	knowledge	knowledge	NOUN
easat-11273	36	26	systems	system	NOUN
easat-11273	36	27	.	.	PUNCT
easat-11273	37	1	it	it	PRON
easat-11273	37	2	provides	provide	VERB
easat-11273	37	3	empirical	empirical	ADJ
easat-11273	37	4	evidence	evidence	NOUN
easat-11273	37	5	that	that	PRON
easat-11273	37	6	supports	support	VERB
easat-11273	37	7	strategic	strategic	ADJ
easat-11273	37	8	decision	decision	NOUN
easat-11273	37	9	-	-	PUNCT
easat-11273	37	10	making	making	NOUN
easat-11273	37	11	in	in	ADP
easat-11273	37	12	research	research	NOUN
easat-11273	37	13	funding	funding	NOUN
easat-11273	37	14	,	,	PUNCT
easat-11273	37	15	curriculum	curriculum	NOUN
easat-11273	37	16	development	development	NOUN
easat-11273	37	17	,	,	PUNCT
easat-11273	37	18	and	and	CCONJ
easat-11273	37	19	innovation	innovation	NOUN
easat-11273	37	20	policy	policy	NOUN
easat-11273	37	21	,	,	PUNCT
easat-11273	37	22	especially	especially	ADV
easat-11273	37	23	in	in	ADP
easat-11273	37	24	contexts	context	NOUN
easat-11273	37	25	where	where	SCONJ
easat-11273	37	26	interdisciplinary	interdisciplinary	ADJ
easat-11273	37	27	integration	integration	NOUN
easat-11273	37	28	is	be	AUX
easat-11273	37	29	both	both	CCONJ
easat-11273	37	30	a	a	DET
easat-11273	37	31	challenge	challenge	NOUN
easat-11273	37	32	and	and	CCONJ
easat-11273	37	33	an	an	DET
easat-11273	37	34	imperative	imperative	NOUN
easat-11273	37	35	.	.	PUNCT
easat-11273	38	1	2	2	X
easat-11273	38	2	.	.	X
easat-11273	38	3	theoretical	theoretical	ADJ
easat-11273	38	4	background	background	NOUN
easat-11273	38	5	and	and	CCONJ
easat-11273	38	6	related	relate	VERB
easat-11273	38	7	work	work	NOUN
easat-11273	38	8	latent	latent	NOUN
easat-11273	38	9	dirichlet	dirichlet	PROPN
easat-11273	38	10	allocation	allocation	NOUN
easat-11273	38	11	(	(	PUNCT
easat-11273	38	12	lda	lda	PROPN
easat-11273	38	13	)	)	PUNCT
easat-11273	38	14	,	,	PUNCT
easat-11273	38	15	first	first	ADV
easat-11273	38	16	proposed	propose	VERB
easat-11273	38	17	by	by	ADP
easat-11273	38	18	blei	blei	NOUN
easat-11273	38	19	,	,	PUNCT
easat-11273	38	20	ng	ng	PROPN
easat-11273	38	21	,	,	PUNCT
easat-11273	38	22	and	and	CCONJ
easat-11273	38	23	jordan	jordan	PROPN
easat-11273	38	24	,	,	PUNCT
easat-11273	38	25	is	be	AUX
easat-11273	38	26	a	a	DET
easat-11273	38	27	seminal	seminal	ADJ
easat-11273	38	28	probabilistic	probabilistic	ADJ
easat-11273	38	29	generative	generative	ADJ
easat-11273	38	30	model	model	NOUN
easat-11273	38	31	designed	design	VERB
easat-11273	38	32	to	to	PART
easat-11273	38	33	uncover	uncover	VERB
easat-11273	38	34	the	the	DET
easat-11273	38	35	hidden	hidden	ADJ
easat-11273	38	36	thematic	thematic	ADJ
easat-11273	38	37	structure	structure	NOUN
easat-11273	38	38	within	within	ADP
easat-11273	38	39	large	large	ADJ
easat-11273	38	40	collections	collection	NOUN
easat-11273	38	41	of	of	ADP
easat-11273	38	42	text	text	NOUN
easat-11273	38	43	documents	document	NOUN
easat-11273	38	44	[	[	X
easat-11273	38	45	1	1	NUM
easat-11273	38	46	]	]	PUNCT
easat-11273	38	47	.	.	PUNCT
easat-11273	39	1	the	the	DET
easat-11273	39	2	core	core	NOUN
easat-11273	39	3	assumption	assumption	NOUN
easat-11273	39	4	of	of	ADP
easat-11273	39	5	lda	lda	PROPN
easat-11273	39	6	is	be	AUX
easat-11273	39	7	that	that	SCONJ
easat-11273	39	8	each	each	DET
easat-11273	39	9	document	document	NOUN
easat-11273	39	10	in	in	ADP
easat-11273	39	11	a	a	DET
easat-11273	39	12	corpus	corpus	NOUN
easat-11273	39	13	is	be	AUX
easat-11273	39	14	composed	compose	VERB
easat-11273	39	15	of	of	ADP
easat-11273	39	16	multiple	multiple	ADJ
easat-11273	39	17	latent	latent	ADJ
easat-11273	39	18	topics	topic	NOUN
easat-11273	39	19	,	,	PUNCT
easat-11273	39	20	and	and	CCONJ
easat-11273	39	21	each	each	DET
easat-11273	39	22	topic	topic	NOUN
easat-11273	39	23	is	be	AUX
easat-11273	39	24	defined	define	VERB
easat-11273	39	25	as	as	ADP
easat-11273	39	26	a	a	DET
easat-11273	39	27	probability	probability	NOUN
easat-11273	39	28	distribution	distribution	NOUN
easat-11273	39	29	over	over	ADP
easat-11273	39	30	words	word	NOUN
easat-11273	39	31	.	.	PUNCT
easat-11273	40	1	by	by	ADP
easat-11273	40	2	inferring	infer	VERB
easat-11273	40	3	these	these	DET
easat-11273	40	4	distributions	distribution	NOUN
easat-11273	40	5	,	,	PUNCT
easat-11273	40	6	lda	lda	PROPN
easat-11273	40	7	enables	enable	VERB
easat-11273	40	8	the	the	DET
easat-11273	40	9	extraction	extraction	NOUN
easat-11273	40	10	of	of	ADP
easat-11273	40	11	coherent	coherent	ADJ
easat-11273	40	12	semantic	semantic	ADJ
easat-11273	40	13	patterns	pattern	NOUN
easat-11273	40	14	that	that	PRON
easat-11273	40	15	are	be	AUX
easat-11273	40	16	not	not	PART
easat-11273	40	17	readily	readily	ADV
easat-11273	40	18	observable	observable	ADJ
easat-11273	40	19	through	through	ADP
easat-11273	40	20	surface	surface	NOUN
easat-11273	40	21	-	-	PUNCT
easat-11273	40	22	level	level	NOUN
easat-11273	40	23	analysis	analysis	NOUN
easat-11273	40	24	.	.	PUNCT
easat-11273	41	1	as	as	ADP
easat-11273	41	2	an	an	DET
easat-11273	41	3	unsupervised	unsupervised	ADJ
easat-11273	41	4	method	method	NOUN
easat-11273	41	5	,	,	PUNCT
easat-11273	41	6	it	it	PRON
easat-11273	41	7	does	do	AUX
easat-11273	41	8	not	not	PART
easat-11273	41	9	rely	rely	VERB
easat-11273	41	10	on	on	ADP
easat-11273	41	11	labeled	label	VERB
easat-11273	41	12	data	datum	NOUN
easat-11273	41	13	,	,	PUNCT
easat-11273	41	14	making	make	VERB
easat-11273	41	15	it	it	PRON
easat-11273	41	16	particularly	particularly	ADV
easat-11273	41	17	suitable	suitable	ADJ
easat-11273	41	18	for	for	ADP
easat-11273	41	19	exploratory	exploratory	ADJ
easat-11273	41	20	data	datum	NOUN
easat-11273	41	21	analysis	analysis	NOUN
easat-11273	41	22	in	in	ADP
easat-11273	41	23	large	large	ADJ
easat-11273	41	24	and	and	CCONJ
easat-11273	41	25	heterogeneous	heterogeneous	ADJ
easat-11273	41	26	textual	textual	ADJ
easat-11273	41	27	corpora	corpora	NOUN
easat-11273	41	28	.	.	PUNCT
easat-11273	42	1	over	over	ADP
easat-11273	42	2	the	the	DET
easat-11273	42	3	past	past	ADJ
easat-11273	42	4	two	two	NUM
easat-11273	42	5	decades	decade	NOUN
easat-11273	42	6	,	,	PUNCT
easat-11273	42	7	lda	lda	PROPN
easat-11273	42	8	has	have	AUX
easat-11273	42	9	become	become	VERB
easat-11273	42	10	a	a	DET
easat-11273	42	11	foundational	foundational	ADJ
easat-11273	42	12	tool	tool	NOUN
easat-11273	42	13	in	in	ADP
easat-11273	42	14	natural	natural	ADJ
easat-11273	42	15	language	language	NOUN
easat-11273	42	16	processing	processing	NOUN
easat-11273	42	17	(	(	PUNCT
easat-11273	42	18	nlp	nlp	NOUN
easat-11273	42	19	)	)	PUNCT
easat-11273	42	20	,	,	PUNCT
easat-11273	42	21	information	information	NOUN
easat-11273	42	22	retrieval	retrieval	NOUN
easat-11273	42	23	,	,	PUNCT
easat-11273	42	24	digital	digital	ADJ
easat-11273	42	25	humanities	humanity	NOUN
easat-11273	42	26	,	,	PUNCT
easat-11273	42	27	and	and	CCONJ
easat-11273	42	28	bibliometric	bibliometric	ADJ
easat-11273	42	29	studies	study	NOUN
easat-11273	42	30	.	.	PUNCT
easat-11273	43	1	it	it	PRON
easat-11273	43	2	has	have	AUX
easat-11273	43	3	been	be	AUX
easat-11273	43	4	applied	apply	VERB
easat-11273	43	5	to	to	ADP
easat-11273	43	6	a	a	DET
easat-11273	43	7	wide	wide	ADJ
easat-11273	43	8	range	range	NOUN
easat-11273	43	9	of	of	ADP
easat-11273	43	10	tasks	task	NOUN
easat-11273	43	11	,	,	PUNCT
easat-11273	43	12	including	include	VERB
easat-11273	43	13	document	document	NOUN
easat-11273	43	14	classification	classification	NOUN
easat-11273	43	15	,	,	PUNCT
easat-11273	43	16	content	content	NOUN
easat-11273	43	17	recommendation	recommendation	NOUN
easat-11273	43	18	,	,	PUNCT
easat-11273	43	19	scholarly	scholarly	ADJ
easat-11273	43	20	trend	trend	NOUN
easat-11273	43	21	analysis	analysis	NOUN
easat-11273	43	22	,	,	PUNCT
easat-11273	43	23	and	and	CCONJ
easat-11273	43	24	sociolinguistic	sociolinguistic	ADJ
easat-11273	43	25	research	research	NOUN
easat-11273	43	26	[	[	X
easat-11273	43	27	2	2	NUM
easat-11273	43	28	,	,	PUNCT
easat-11273	43	29	3	3	NUM
easat-11273	43	30	]	]	PUNCT
easat-11273	43	31	.	.	PUNCT
easat-11273	44	1	a	a	DET
easat-11273	44	2	key	key	ADJ
easat-11273	44	3	advantage	advantage	NOUN
easat-11273	44	4	of	of	ADP
easat-11273	44	5	lda	lda	PROPN
easat-11273	44	6	is	be	AUX
easat-11273	44	7	its	its	PRON
easat-11273	44	8	ability	ability	NOUN
easat-11273	44	9	to	to	PART
easat-11273	44	10	yield	yield	VERB
easat-11273	44	11	interpretable	interpretable	ADJ
easat-11273	44	12	topic	topic	NOUN
easat-11273	44	13	structures	structure	NOUN
easat-11273	44	14	that	that	PRON
easat-11273	44	15	can	can	AUX
easat-11273	44	16	be	be	AUX
easat-11273	44	17	visualized	visualize	VERB
easat-11273	44	18	and	and	CCONJ
easat-11273	44	19	analyzed	analyze	VERB
easat-11273	44	20	both	both	CCONJ
easat-11273	44	21	qualitatively	qualitatively	ADV
easat-11273	44	22	and	and	CCONJ
easat-11273	44	23	quantitatively	quantitatively	ADV
easat-11273	44	24	.	.	PUNCT
easat-11273	45	1	compared	compare	VERB
easat-11273	45	2	to	to	ADP
easat-11273	45	3	supervised	supervise	VERB
easat-11273	45	4	classification	classification	NOUN
easat-11273	45	5	models	model	NOUN
easat-11273	45	6	,	,	PUNCT
easat-11273	45	7	which	which	PRON
easat-11273	45	8	require	require	VERB
easat-11273	45	9	labeled	label	VERB
easat-11273	45	10	datasets	dataset	NOUN
easat-11273	45	11	and	and	CCONJ
easat-11273	45	12	tend	tend	VERB
easat-11273	45	13	to	to	PART
easat-11273	45	14	be	be	AUX
easat-11273	45	15	tailored	tailor	VERB
easat-11273	45	16	to	to	ADP
easat-11273	45	17	specific	specific	ADJ
easat-11273	45	18	tasks	task	NOUN
easat-11273	45	19	,	,	PUNCT
easat-11273	45	20	lda	lda	PROPN
easat-11273	45	21	offers	offer	VERB
easat-11273	45	22	a	a	DET
easat-11273	45	23	flexible	flexible	ADJ
easat-11273	45	24	and	and	CCONJ
easat-11273	45	25	domain	domain	NOUN
easat-11273	45	26	-	-	PUNCT
easat-11273	45	27	agnostic	agnostic	ADJ
easat-11273	45	28	framework	framework	NOUN
easat-11273	45	29	for	for	ADP
easat-11273	45	30	discovering	discover	VERB
easat-11273	45	31	latent	latent	NOUN
easat-11273	45	32	semantics	semantic	NOUN
easat-11273	45	33	embedded	embed	VERB
easat-11273	45	34	in	in	ADP
easat-11273	45	35	text	text	NOUN
easat-11273	45	36	collections	collection	NOUN
easat-11273	45	37	.	.	PUNCT
easat-11273	46	1	numerous	numerous	ADJ
easat-11273	46	2	enhancements	enhancement	NOUN
easat-11273	46	3	and	and	CCONJ
easat-11273	46	4	extensions	extension	NOUN
easat-11273	46	5	to	to	ADP
easat-11273	46	6	the	the	DET
easat-11273	46	7	original	original	ADJ
easat-11273	46	8	lda	lda	PROPN
easat-11273	46	9	formulation	formulation	NOUN
easat-11273	46	10	have	have	AUX
easat-11273	46	11	been	be	AUX
easat-11273	46	12	proposed	propose	VERB
easat-11273	46	13	to	to	PART
easat-11273	46	14	address	address	VERB
easat-11273	46	15	limitations	limitation	NOUN
easat-11273	46	16	such	such	ADJ
easat-11273	46	17	as	as	ADP
easat-11273	46	18	topic	topic	NOUN
easat-11273	46	19	incoherence	incoherence	NOUN
easat-11273	46	20	,	,	PUNCT
easat-11273	46	21	lack	lack	NOUN
easat-11273	46	22	of	of	ADP
easat-11273	46	23	temporal	temporal	ADJ
easat-11273	46	24	dynamics	dynamic	NOUN
easat-11273	46	25	,	,	PUNCT
easat-11273	46	26	and	and	CCONJ
easat-11273	46	27	inability	inability	NOUN
easat-11273	46	28	to	to	PART
easat-11273	46	29	model	model	VERB
easat-11273	46	30	topic	topic	NOUN
easat-11273	46	31	68	68	NUM
easat-11273	46	32	edelweiss	edelweiss	PROPN
easat-11273	46	33	applied	apply	VERB
easat-11273	46	34	science	science	NOUN
easat-11273	46	35	and	and	CCONJ
easat-11273	46	36	technology	technology	NOUN
easat-11273	46	37	issn	issn	PROPN
easat-11273	46	38	:	:	PUNCT
easat-11273	46	39	2576	2576	NUM
easat-11273	46	40	-	-	SYM
easat-11273	46	41	8484	8484	NUM
easat-11273	46	42	vol	vol	NOUN
easat-11273	46	43	.	.	PROPN
easat-11273	47	1	9	9	NUM
easat-11273	47	2	,	,	PUNCT
easat-11273	47	3	no	no	INTJ
easat-11273	47	4	.	.	NOUN
easat-11273	47	5	12	12	NUM
easat-11273	47	6	:	:	PUNCT
easat-11273	47	7	66	66	NUM
easat-11273	47	8	-	-	SYM
easat-11273	47	9	80	80	NUM
easat-11273	47	10	,	,	PUNCT
easat-11273	47	11	2025	2025	NUM
easat-11273	47	12	doi	doi	NOUN
easat-11273	47	13	:	:	PUNCT
easat-11273	47	14	10.55214/2576	10.55214/2576	NUM
easat-11273	47	15	-	-	SYM
easat-11273	47	16	8484.v9i12.11273	8484.v9i12.11273	NOUN
easat-11273	48	1	©	©	PROPN
easat-11273	48	2	2025	2025	NUM
easat-11273	48	3	by	by	ADP
easat-11273	48	4	the	the	DET
easat-11273	48	5	author	author	NOUN
easat-11273	48	6	;	;	PUNCT
easat-11273	48	7	licensee	licensee	PROPN
easat-11273	48	8	learning	learn	VERB
easat-11273	48	9	gate	gate	NOUN
easat-11273	48	10	correlations	correlation	NOUN
easat-11273	48	11	.	.	PUNCT
easat-11273	49	1	hierarchical	hierarchical	ADJ
easat-11273	49	2	lda	lda	PROPN
easat-11273	49	3	introduces	introduce	VERB
easat-11273	49	4	tree	tree	NOUN
easat-11273	49	5	-	-	PUNCT
easat-11273	49	6	like	like	ADJ
easat-11273	49	7	topic	topic	NOUN
easat-11273	49	8	structures	structure	NOUN
easat-11273	49	9	that	that	PRON
easat-11273	49	10	capture	capture	VERB
easat-11273	49	11	multi	multi	ADJ
easat-11273	49	12	-	-	ADJ
easat-11273	49	13	level	level	ADJ
easat-11273	49	14	thematic	thematic	ADJ
easat-11273	49	15	hierarchies	hierarchy	NOUN
easat-11273	49	16	[	[	X
easat-11273	49	17	4	4	X
easat-11273	49	18	]	]	PUNCT
easat-11273	49	19	while	while	SCONJ
easat-11273	49	20	dynamic	dynamic	ADJ
easat-11273	49	21	topic	topic	NOUN
easat-11273	49	22	models	model	NOUN
easat-11273	49	23	(	(	PUNCT
easat-11273	49	24	dtms	dtms	NOUN
easat-11273	49	25	)	)	PUNCT
easat-11273	49	26	enable	enable	VERB
easat-11273	49	27	the	the	DET
easat-11273	49	28	modeling	modeling	NOUN
easat-11273	49	29	of	of	ADP
easat-11273	49	30	topic	topic	NOUN
easat-11273	49	31	evolution	evolution	NOUN
easat-11273	49	32	over	over	ADP
easat-11273	49	33	time	time	NOUN
easat-11273	49	34	by	by	ADP
easat-11273	49	35	introducing	introduce	VERB
easat-11273	49	36	temporal	temporal	ADJ
easat-11273	49	37	dependencies	dependency	NOUN
easat-11273	49	38	between	between	ADP
easat-11273	49	39	topic	topic	NOUN
easat-11273	49	40	distributions	distribution	NOUN
easat-11273	49	41	[	[	X
easat-11273	49	42	5	5	NUM
easat-11273	49	43	]	]	PUNCT
easat-11273	49	44	.	.	PUNCT
easat-11273	50	1	correlated	correlate	VERB
easat-11273	50	2	topic	topic	NOUN
easat-11273	50	3	models	model	NOUN
easat-11273	50	4	(	(	PUNCT
easat-11273	50	5	ctms	ctms	NOUN
easat-11273	50	6	)	)	PUNCT
easat-11273	50	7	extend	extend	VERB
easat-11273	50	8	the	the	DET
easat-11273	50	9	dirichlet	dirichlet	NOUN
easat-11273	50	10	prior	prior	ADV
easat-11273	50	11	with	with	ADP
easat-11273	50	12	logistic	logistic	ADJ
easat-11273	50	13	normal	normal	ADJ
easat-11273	50	14	distributions	distribution	NOUN
easat-11273	50	15	to	to	ADP
easat-11273	50	16	better	well	ADJ
easat-11273	50	17	capture	capture	VERB
easat-11273	50	18	correlations	correlation	NOUN
easat-11273	50	19	among	among	ADP
easat-11273	50	20	topics	topic	NOUN
easat-11273	50	21	,	,	PUNCT
easat-11273	50	22	making	make	VERB
easat-11273	50	23	them	they	PRON
easat-11273	50	24	particularly	particularly	ADV
easat-11273	50	25	useful	useful	ADJ
easat-11273	50	26	in	in	ADP
easat-11273	50	27	corpora	corpora	NOUN
easat-11273	50	28	where	where	SCONJ
easat-11273	50	29	topics	topic	NOUN
easat-11273	50	30	co	co	VERB
easat-11273	50	31	-	-	VERB
easat-11273	50	32	occur	occur	VERB
easat-11273	50	33	frequently	frequently	ADV
easat-11273	50	34	and	and	CCONJ
easat-11273	50	35	meaningfully	meaningfully	ADV
easat-11273	50	36	.	.	PUNCT
easat-11273	51	1	the	the	DET
easat-11273	51	2	interpretability	interpretability	NOUN
easat-11273	51	3	of	of	ADP
easat-11273	51	4	topic	topic	NOUN
easat-11273	51	5	models	model	NOUN
easat-11273	51	6	has	have	AUX
easat-11273	51	7	also	also	ADV
easat-11273	51	8	been	be	AUX
easat-11273	51	9	enhanced	enhance	VERB
easat-11273	51	10	through	through	ADP
easat-11273	51	11	the	the	DET
easat-11273	51	12	development	development	NOUN
easat-11273	51	13	of	of	ADP
easat-11273	51	14	advanced	advanced	ADJ
easat-11273	51	15	visualization	visualization	NOUN
easat-11273	51	16	tools	tool	NOUN
easat-11273	51	17	such	such	ADJ
easat-11273	51	18	as	as	ADP
easat-11273	51	19	ldavis	ldavis	ADJ
easat-11273	51	20	,	,	PUNCT
easat-11273	51	21	which	which	PRON
easat-11273	51	22	provides	provide	VERB
easat-11273	51	23	an	an	DET
easat-11273	51	24	interactive	interactive	ADJ
easat-11273	51	25	interface	interface	NOUN
easat-11273	51	26	for	for	ADP
easat-11273	51	27	exploring	explore	VERB
easat-11273	51	28	topic	topic	NOUN
easat-11273	51	29	-	-	PUNCT
easat-11273	51	30	term	term	NOUN
easat-11273	51	31	relationships	relationship	NOUN
easat-11273	51	32	and	and	CCONJ
easat-11273	51	33	topic	topic	NOUN
easat-11273	51	34	prevalence	prevalence	NOUN
easat-11273	51	35	across	across	ADP
easat-11273	51	36	the	the	DET
easat-11273	51	37	corpus	corpus	NOUN
easat-11273	51	38	[	[	X
easat-11273	51	39	6	6	NUM
easat-11273	51	40	]	]	PUNCT
easat-11273	51	41	.	.	PUNCT
easat-11273	52	1	these	these	DET
easat-11273	52	2	tools	tool	NOUN
easat-11273	52	3	facilitate	facilitate	VERB
easat-11273	52	4	both	both	DET
easat-11273	52	5	expert	expert	NOUN
easat-11273	52	6	-	-	PUNCT
easat-11273	52	7	driven	drive	VERB
easat-11273	52	8	validation	validation	NOUN
easat-11273	52	9	and	and	CCONJ
easat-11273	52	10	communication	communication	NOUN
easat-11273	52	11	of	of	ADP
easat-11273	52	12	findings	finding	NOUN
easat-11273	52	13	to	to	ADP
easat-11273	52	14	broader	broad	ADJ
easat-11273	52	15	audiences	audience	NOUN
easat-11273	52	16	,	,	PUNCT
easat-11273	52	17	including	include	VERB
easat-11273	52	18	those	those	PRON
easat-11273	52	19	without	without	ADP
easat-11273	52	20	technical	technical	ADJ
easat-11273	52	21	expertise	expertise	NOUN
easat-11273	52	22	in	in	ADP
easat-11273	52	23	machine	machine	NOUN
easat-11273	52	24	learning	learning	NOUN
easat-11273	52	25	.	.	PUNCT
easat-11273	53	1	in	in	ADP
easat-11273	53	2	terms	term	NOUN
easat-11273	53	3	of	of	ADP
easat-11273	53	4	domain	domain	NOUN
easat-11273	53	5	-	-	PUNCT
easat-11273	53	6	specific	specific	ADJ
easat-11273	53	7	applications	application	NOUN
easat-11273	53	8	,	,	PUNCT
easat-11273	53	9	lda	lda	PROPN
easat-11273	53	10	has	have	AUX
easat-11273	53	11	proven	prove	VERB
easat-11273	53	12	to	to	PART
easat-11273	53	13	be	be	AUX
easat-11273	53	14	remarkably	remarkably	ADV
easat-11273	53	15	adaptable	adaptable	ADJ
easat-11273	53	16	.	.	PUNCT
easat-11273	54	1	in	in	ADP
easat-11273	54	2	biomedical	biomedical	ADJ
easat-11273	54	3	research	research	NOUN
easat-11273	54	4	,	,	PUNCT
easat-11273	54	5	topic	topic	NOUN
easat-11273	54	6	modeling	modeling	NOUN
easat-11273	54	7	has	have	AUX
easat-11273	54	8	been	be	AUX
easat-11273	54	9	used	use	VERB
easat-11273	54	10	to	to	PART
easat-11273	54	11	identify	identify	VERB
easat-11273	54	12	patterns	pattern	NOUN
easat-11273	54	13	in	in	ADP
easat-11273	54	14	disease	disease	NOUN
easat-11273	54	15	-	-	PUNCT
easat-11273	54	16	related	relate	VERB
easat-11273	54	17	publications	publication	NOUN
easat-11273	54	18	,	,	PUNCT
easat-11273	54	19	gene	gene	NOUN
easat-11273	54	20	interaction	interaction	NOUN
easat-11273	54	21	networks	network	NOUN
easat-11273	54	22	,	,	PUNCT
easat-11273	54	23	and	and	CCONJ
easat-11273	54	24	drug	drug	NOUN
easat-11273	54	25	development	development	NOUN
easat-11273	54	26	literature	literature	NOUN
easat-11273	55	1	[	[	X
easat-11273	55	2	7	7	NUM
easat-11273	55	3	]	]	PUNCT
easat-11273	55	4	.	.	PUNCT
easat-11273	56	1	environmental	environmental	ADJ
easat-11273	56	2	scientists	scientist	NOUN
easat-11273	56	3	have	have	AUX
easat-11273	56	4	employed	employ	VERB
easat-11273	56	5	lda	lda	PROPN
easat-11273	56	6	to	to	PART
easat-11273	56	7	track	track	VERB
easat-11273	56	8	climate	climate	NOUN
easat-11273	56	9	change	change	NOUN
easat-11273	56	10	discourse	discourse	NOUN
easat-11273	56	11	across	across	ADP
easat-11273	56	12	scientific	scientific	ADJ
easat-11273	56	13	and	and	CCONJ
easat-11273	56	14	policy	policy	NOUN
easat-11273	56	15	-	-	PUNCT
easat-11273	56	16	oriented	orient	VERB
easat-11273	56	17	texts	text	NOUN
easat-11273	56	18	,	,	PUNCT
easat-11273	56	19	revealing	reveal	VERB
easat-11273	56	20	how	how	SCONJ
easat-11273	56	21	narratives	narrative	NOUN
easat-11273	56	22	around	around	ADP
easat-11273	56	23	sustainability	sustainability	NOUN
easat-11273	56	24	and	and	CCONJ
easat-11273	56	25	global	global	ADJ
easat-11273	56	26	warming	warming	NOUN
easat-11273	56	27	have	have	AUX
easat-11273	56	28	shifted	shift	VERB
easat-11273	56	29	over	over	ADP
easat-11273	56	30	time	time	NOUN
easat-11273	56	31	[	[	X
easat-11273	56	32	8	8	NUM
easat-11273	56	33	]	]	PUNCT
easat-11273	56	34	.	.	PUNCT
easat-11273	57	1	in	in	ADP
easat-11273	57	2	the	the	DET
easat-11273	57	3	field	field	NOUN
easat-11273	57	4	of	of	ADP
easat-11273	57	5	digital	digital	ADJ
easat-11273	57	6	journalism	journalism	NOUN
easat-11273	57	7	,	,	PUNCT
easat-11273	57	8	lda	lda	PROPN
easat-11273	57	9	has	have	AUX
easat-11273	57	10	facilitated	facilitate	VERB
easat-11273	57	11	the	the	DET
easat-11273	57	12	detection	detection	NOUN
easat-11273	57	13	of	of	ADP
easat-11273	57	14	ideological	ideological	ADJ
easat-11273	57	15	bias	bias	NOUN
easat-11273	57	16	,	,	PUNCT
easat-11273	57	17	sentiment	sentiment	NOUN
easat-11273	57	18	framing	framing	NOUN
easat-11273	57	19	,	,	PUNCT
easat-11273	57	20	and	and	CCONJ
easat-11273	57	21	agenda	agenda	NOUN
easat-11273	57	22	-	-	PUNCT
easat-11273	57	23	setting	set	VERB
easat-11273	57	24	patterns	pattern	NOUN
easat-11273	57	25	within	within	ADP
easat-11273	57	26	news	news	NOUN
easat-11273	57	27	articles	article	NOUN
easat-11273	57	28	[	[	X
easat-11273	57	29	9	9	NUM
easat-11273	57	30	]	]	PUNCT
easat-11273	57	31	.	.	PUNCT
easat-11273	58	1	these	these	DET
easat-11273	58	2	studies	study	NOUN
easat-11273	58	3	highlight	highlight	VERB
easat-11273	58	4	the	the	DET
easat-11273	58	5	model	model	NOUN
easat-11273	58	6	’s	’s	PART
easat-11273	58	7	versatility	versatility	NOUN
easat-11273	58	8	and	and	CCONJ
easat-11273	58	9	its	its	PRON
easat-11273	58	10	potential	potential	NOUN
easat-11273	58	11	to	to	PART
easat-11273	58	12	reveal	reveal	VERB
easat-11273	58	13	non	non	ADJ
easat-11273	58	14	-	-	ADJ
easat-11273	58	15	obvious	obvious	ADJ
easat-11273	58	16	insights	insight	NOUN
easat-11273	58	17	in	in	ADP
easat-11273	58	18	domain	domain	NOUN
easat-11273	58	19	-	-	PUNCT
easat-11273	58	20	specific	specific	ADJ
easat-11273	58	21	contexts	contexts	NOUN
easat-11273	58	22	.	.	PUNCT
easat-11273	59	1	despite	despite	SCONJ
easat-11273	59	2	these	these	DET
easat-11273	59	3	successes	success	NOUN
easat-11273	59	4	,	,	PUNCT
easat-11273	59	5	relatively	relatively	ADV
easat-11273	59	6	few	few	ADJ
easat-11273	59	7	studies	study	NOUN
easat-11273	59	8	have	have	AUX
easat-11273	59	9	systematically	systematically	ADV
easat-11273	59	10	compared	compare	VERB
easat-11273	59	11	topic	topic	NOUN
easat-11273	59	12	structures	structure	NOUN
easat-11273	59	13	across	across	ADP
easat-11273	59	14	different	different	ADJ
easat-11273	59	15	academic	academic	ADJ
easat-11273	59	16	disciplines	discipline	NOUN
easat-11273	59	17	using	use	VERB
easat-11273	59	18	a	a	DET
easat-11273	59	19	unified	unified	ADJ
easat-11273	59	20	methodological	methodological	ADJ
easat-11273	59	21	framework	framework	NOUN
easat-11273	59	22	.	.	PUNCT
easat-11273	60	1	most	most	ADJ
easat-11273	60	2	existing	exist	VERB
easat-11273	60	3	research	research	NOUN
easat-11273	60	4	remains	remain	VERB
easat-11273	60	5	confined	confine	VERB
easat-11273	60	6	within	within	ADP
easat-11273	60	7	disciplinary	disciplinary	ADJ
easat-11273	60	8	silos	silo	NOUN
easat-11273	60	9	,	,	PUNCT
easat-11273	60	10	focusing	focus	VERB
easat-11273	60	11	on	on	ADP
easat-11273	60	12	individual	individual	ADJ
easat-11273	60	13	domains	domain	NOUN
easat-11273	60	14	without	without	ADP
easat-11273	60	15	engaging	engage	VERB
easat-11273	60	16	in	in	ADP
easat-11273	60	17	comparative	comparative	ADJ
easat-11273	60	18	or	or	CCONJ
easat-11273	60	19	integrative	integrative	ADJ
easat-11273	60	20	analysis	analysis	NOUN
easat-11273	60	21	.	.	PUNCT
easat-11273	61	1	this	this	DET
easat-11273	61	2	lack	lack	NOUN
easat-11273	61	3	of	of	ADP
easat-11273	61	4	cross	cross	ADJ
easat-11273	61	5	-	-	ADJ
easat-11273	61	6	disciplinary	disciplinary	ADJ
easat-11273	61	7	perspective	perspective	NOUN
easat-11273	61	8	represents	represent	VERB
easat-11273	61	9	a	a	DET
easat-11273	61	10	critical	critical	ADJ
easat-11273	61	11	gap	gap	NOUN
easat-11273	61	12	in	in	ADP
easat-11273	61	13	the	the	DET
easat-11273	61	14	literature	literature	NOUN
easat-11273	61	15	,	,	PUNCT
easat-11273	61	16	particularly	particularly	ADV
easat-11273	61	17	as	as	ADP
easat-11273	61	18	artificial	artificial	ADJ
easat-11273	61	19	intelligence	intelligence	NOUN
easat-11273	61	20	and	and	CCONJ
easat-11273	61	21	deep	deep	ADJ
easat-11273	61	22	learning	learning	NOUN
easat-11273	61	23	continue	continue	VERB
easat-11273	61	24	to	to	PART
easat-11273	61	25	influence	influence	VERB
easat-11273	61	26	a	a	DET
easat-11273	61	27	broad	broad	ADJ
easat-11273	61	28	range	range	NOUN
easat-11273	61	29	of	of	ADP
easat-11273	61	30	scientific	scientific	ADJ
easat-11273	61	31	and	and	CCONJ
easat-11273	61	32	social	social	ADJ
easat-11273	61	33	research	research	NOUN
easat-11273	61	34	areas	area	NOUN
easat-11273	61	35	.	.	PUNCT
easat-11273	62	1	understanding	understand	VERB
easat-11273	62	2	how	how	SCONJ
easat-11273	62	3	the	the	DET
easat-11273	62	4	discourse	discourse	NOUN
easat-11273	62	5	surrounding	surround	VERB
easat-11273	62	6	deep	deep	ADJ
easat-11273	62	7	learning	learning	NOUN
easat-11273	62	8	differs	differ	VERB
easat-11273	62	9	across	across	ADP
easat-11273	62	10	fields	field	NOUN
easat-11273	62	11	such	such	ADJ
easat-11273	62	12	as	as	ADP
easat-11273	62	13	engineering	engineering	NOUN
easat-11273	62	14	,	,	PUNCT
easat-11273	62	15	natural	natural	ADJ
easat-11273	62	16	sciences	science	NOUN
easat-11273	62	17	,	,	PUNCT
easat-11273	62	18	and	and	CCONJ
easat-11273	62	19	social	social	ADJ
easat-11273	62	20	sciences	science	NOUN
easat-11273	62	21	is	be	AUX
easat-11273	62	22	essential	essential	ADJ
easat-11273	62	23	for	for	ADP
easat-11273	62	24	both	both	CCONJ
easat-11273	62	25	scholarly	scholarly	ADJ
easat-11273	62	26	synthesis	synthesis	NOUN
easat-11273	62	27	and	and	CCONJ
easat-11273	62	28	policy	policy	NOUN
easat-11273	62	29	planning	planning	NOUN
easat-11273	62	30	.	.	PUNCT
easat-11273	63	1	recent	recent	ADJ
easat-11273	63	2	advancements	advancement	NOUN
easat-11273	63	3	in	in	ADP
easat-11273	63	4	topic	topic	NOUN
easat-11273	63	5	modeling	modeling	NOUN
easat-11273	63	6	have	have	AUX
easat-11273	63	7	begun	begin	VERB
easat-11273	63	8	to	to	PART
easat-11273	63	9	incorporate	incorporate	VERB
easat-11273	63	10	deep	deep	ADJ
easat-11273	63	11	learning	learning	NOUN
easat-11273	63	12	architectures	architecture	NOUN
easat-11273	63	13	to	to	PART
easat-11273	63	14	overcome	overcome	VERB
easat-11273	63	15	the	the	DET
easat-11273	63	16	limitations	limitation	NOUN
easat-11273	63	17	of	of	ADP
easat-11273	63	18	traditional	traditional	ADJ
easat-11273	63	19	probabilistic	probabilistic	ADJ
easat-11273	63	20	models	model	NOUN
easat-11273	63	21	.	.	PUNCT
easat-11273	64	1	neural	neural	ADJ
easat-11273	64	2	topic	topic	NOUN
easat-11273	64	3	models	model	NOUN
easat-11273	64	4	,	,	PUNCT
easat-11273	64	5	for	for	ADP
easat-11273	64	6	example	example	NOUN
easat-11273	64	7	,	,	PUNCT
easat-11273	64	8	combine	combine	VERB
easat-11273	64	9	the	the	DET
easat-11273	64	10	interpretability	interpretability	NOUN
easat-11273	64	11	of	of	ADP
easat-11273	64	12	lda	lda	PROPN
easat-11273	64	13	with	with	ADP
easat-11273	64	14	the	the	DET
easat-11273	64	15	representational	representational	ADJ
easat-11273	64	16	flexibility	flexibility	NOUN
easat-11273	64	17	of	of	ADP
easat-11273	64	18	neural	neural	ADJ
easat-11273	64	19	networks	network	NOUN
easat-11273	64	20	.	.	PUNCT
easat-11273	65	1	these	these	DET
easat-11273	65	2	models	model	NOUN
easat-11273	65	3	often	often	ADV
easat-11273	65	4	leverage	leverage	VERB
easat-11273	65	5	variational	variational	ADJ
easat-11273	65	6	autoencoders	autoencoder	NOUN
easat-11273	65	7	(	(	PUNCT
easat-11273	65	8	vaes	vaes	ADJ
easat-11273	65	9	)	)	PUNCT
easat-11273	65	10	or	or	CCONJ
easat-11273	65	11	other	other	ADJ
easat-11273	65	12	generative	generative	ADJ
easat-11273	65	13	frameworks	framework	NOUN
easat-11273	65	14	to	to	PART
easat-11273	65	15	learn	learn	VERB
easat-11273	65	16	topic	topic	NOUN
easat-11273	65	17	distributions	distribution	NOUN
easat-11273	65	18	in	in	ADP
easat-11273	65	19	a	a	DET
easat-11273	65	20	continuous	continuous	ADJ
easat-11273	65	21	latent	latent	NOUN
easat-11273	65	22	space	space	NOUN
easat-11273	65	23	,	,	PUNCT
easat-11273	65	24	allowing	allow	VERB
easat-11273	65	25	for	for	ADP
easat-11273	65	26	more	more	ADV
easat-11273	65	27	nuanced	nuanced	ADJ
easat-11273	65	28	topic	topic	NOUN
easat-11273	65	29	semantics	semantic	NOUN
easat-11273	65	30	.	.	PUNCT
easat-11273	66	1	such	such	ADJ
easat-11273	66	2	approaches	approach	NOUN
easat-11273	66	3	offer	offer	VERB
easat-11273	66	4	improved	improved	ADJ
easat-11273	66	5	performance	performance	NOUN
easat-11273	66	6	on	on	ADP
easat-11273	66	7	short	short	ADJ
easat-11273	66	8	texts	text	NOUN
easat-11273	66	9	and	and	CCONJ
easat-11273	66	10	noisy	noisy	ADJ
easat-11273	66	11	data	datum	NOUN
easat-11273	66	12	while	while	SCONJ
easat-11273	66	13	maintaining	maintain	VERB
easat-11273	66	14	a	a	DET
easat-11273	66	15	degree	degree	NOUN
easat-11273	66	16	of	of	ADP
easat-11273	66	17	interpretability	interpretability	NOUN
easat-11273	66	18	through	through	ADP
easat-11273	66	19	structured	structured	ADJ
easat-11273	66	20	priors	prior	NOUN
easat-11273	66	21	.	.	PUNCT
easat-11273	67	1	moreover	moreover	ADV
easat-11273	67	2	,	,	PUNCT
easat-11273	67	3	hybrid	hybrid	ADJ
easat-11273	67	4	methods	method	NOUN
easat-11273	67	5	that	that	PRON
easat-11273	67	6	integrate	integrate	VERB
easat-11273	67	7	topic	topic	NOUN
easat-11273	67	8	models	model	NOUN
easat-11273	67	9	with	with	ADP
easat-11273	67	10	graph	graph	NOUN
easat-11273	67	11	-	-	PUNCT
easat-11273	67	12	based	base	VERB
easat-11273	67	13	learning	learning	NOUN
easat-11273	67	14	techniques	technique	NOUN
easat-11273	67	15	or	or	CCONJ
easat-11273	67	16	citation	citation	NOUN
easat-11273	67	17	network	network	NOUN
easat-11273	67	18	analysis	analysis	NOUN
easat-11273	67	19	are	be	AUX
easat-11273	67	20	gaining	gain	VERB
easat-11273	67	21	prominence	prominence	NOUN
easat-11273	67	22	in	in	ADP
easat-11273	67	23	bibliometrics	bibliometric	NOUN
easat-11273	67	24	.	.	PUNCT
easat-11273	68	1	by	by	ADP
easat-11273	68	2	linking	link	VERB
easat-11273	68	3	textual	textual	ADJ
easat-11273	68	4	content	content	NOUN
easat-11273	68	5	with	with	ADP
easat-11273	68	6	structural	structural	ADJ
easat-11273	68	7	metadata	metadata	NOUN
easat-11273	68	8	,	,	PUNCT
easat-11273	68	9	such	such	ADJ
easat-11273	68	10	as	as	ADP
easat-11273	68	11	co	co	NOUN
easat-11273	68	12	-	-	NOUN
easat-11273	68	13	authorship	authorship	ADJ
easat-11273	68	14	,	,	PUNCT
easat-11273	68	15	citation	citation	NOUN
easat-11273	68	16	frequency	frequency	NOUN
easat-11273	68	17	,	,	PUNCT
easat-11273	68	18	or	or	CCONJ
easat-11273	68	19	publication	publication	NOUN
easat-11273	68	20	venues	venue	NOUN
easat-11273	68	21	,	,	PUNCT
easat-11273	68	22	these	these	DET
easat-11273	68	23	methods	method	NOUN
easat-11273	68	24	enable	enable	VERB
easat-11273	68	25	a	a	DET
easat-11273	68	26	richer	rich	ADJ
easat-11273	68	27	contextualization	contextualization	NOUN
easat-11273	68	28	of	of	ADP
easat-11273	68	29	topic	topic	NOUN
easat-11273	68	30	distributions	distribution	NOUN
easat-11273	68	31	.	.	PUNCT
easat-11273	69	1	they	they	PRON
easat-11273	69	2	are	be	AUX
easat-11273	69	3	particularly	particularly	ADV
easat-11273	69	4	useful	useful	ADJ
easat-11273	69	5	for	for	ADP
easat-11273	69	6	tracking	track	VERB
easat-11273	69	7	the	the	DET
easat-11273	69	8	diffusion	diffusion	NOUN
easat-11273	69	9	of	of	ADP
easat-11273	69	10	ideas	idea	NOUN
easat-11273	69	11	,	,	PUNCT
easat-11273	69	12	the	the	DET
easat-11273	69	13	emergence	emergence	NOUN
easat-11273	69	14	of	of	ADP
easat-11273	69	15	new	new	ADJ
easat-11273	69	16	subfields	subfield	NOUN
easat-11273	69	17	,	,	PUNCT
easat-11273	69	18	and	and	CCONJ
easat-11273	69	19	the	the	DET
easat-11273	69	20	clustering	clustering	NOUN
easat-11273	69	21	of	of	ADP
easat-11273	69	22	research	research	NOUN
easat-11273	69	23	communities	community	NOUN
easat-11273	69	24	around	around	ADP
easat-11273	69	25	shared	share	VERB
easat-11273	69	26	methodological	methodological	ADJ
easat-11273	69	27	or	or	CCONJ
easat-11273	69	28	thematic	thematic	ADJ
easat-11273	69	29	concerns	concern	NOUN
easat-11273	69	30	.	.	PUNCT
easat-11273	70	1	in	in	ADP
easat-11273	70	2	the	the	DET
easat-11273	70	3	context	context	NOUN
easat-11273	70	4	of	of	ADP
easat-11273	70	5	longitudinal	longitudinal	ADJ
easat-11273	70	6	and	and	CCONJ
easat-11273	70	7	interdisciplinary	interdisciplinary	ADJ
easat-11273	70	8	trend	trend	NOUN
easat-11273	70	9	analysis	analysis	NOUN
easat-11273	70	10	,	,	PUNCT
easat-11273	70	11	topic	topic	NOUN
easat-11273	70	12	modeling	modeling	NOUN
easat-11273	70	13	plays	play	VERB
easat-11273	70	14	a	a	DET
easat-11273	70	15	critical	critical	ADJ
easat-11273	70	16	role	role	NOUN
easat-11273	70	17	in	in	ADP
easat-11273	70	18	uncovering	uncover	VERB
easat-11273	70	19	macro	macro	ADJ
easat-11273	70	20	-	-	NOUN
easat-11273	70	21	level	level	NOUN
easat-11273	70	22	patterns	pattern	NOUN
easat-11273	70	23	that	that	PRON
easat-11273	70	24	span	span	VERB
easat-11273	70	25	across	across	ADP
easat-11273	70	26	time	time	NOUN
easat-11273	70	27	and	and	CCONJ
easat-11273	70	28	disciplinary	disciplinary	ADJ
easat-11273	70	29	boundaries	boundary	NOUN
easat-11273	70	30	.	.	PUNCT
easat-11273	71	1	it	it	PRON
easat-11273	71	2	supports	support	VERB
easat-11273	71	3	meta	meta	ADJ
easat-11273	71	4	-	-	ADJ
easat-11273	71	5	analytical	analytical	ADJ
easat-11273	71	6	approaches	approach	NOUN
easat-11273	71	7	that	that	PRON
easat-11273	71	8	examine	examine	VERB
easat-11273	71	9	the	the	DET
easat-11273	71	10	evolution	evolution	NOUN
easat-11273	71	11	of	of	ADP
easat-11273	71	12	research	research	NOUN
easat-11273	71	13	focus	focus	NOUN
easat-11273	71	14	,	,	PUNCT
easat-11273	71	15	the	the	DET
easat-11273	71	16	adoption	adoption	NOUN
easat-11273	71	17	of	of	ADP
easat-11273	71	18	methodologies	methodology	NOUN
easat-11273	71	19	,	,	PUNCT
easat-11273	71	20	and	and	CCONJ
easat-11273	71	21	the	the	DET
easat-11273	71	22	framing	framing	NOUN
easat-11273	71	23	of	of	ADP
easat-11273	71	24	technological	technological	ADJ
easat-11273	71	25	innovations	innovation	NOUN
easat-11273	71	26	like	like	ADP
easat-11273	71	27	deep	deep	ADJ
easat-11273	71	28	learning	learning	NOUN
easat-11273	71	29	.	.	PUNCT
easat-11273	72	1	as	as	SCONJ
easat-11273	72	2	science	science	NOUN
easat-11273	72	3	becomes	become	VERB
easat-11273	72	4	increasingly	increasingly	ADV
easat-11273	72	5	interconnected	interconnect	VERB
easat-11273	72	6	,	,	PUNCT
easat-11273	72	7	such	such	ADJ
easat-11273	72	8	tools	tool	NOUN
easat-11273	72	9	are	be	AUX
easat-11273	72	10	indispensable	indispensable	ADJ
easat-11273	72	11	for	for	ADP
easat-11273	72	12	navigating	navigate	VERB
easat-11273	72	13	the	the	DET
easat-11273	72	14	complexity	complexity	NOUN
easat-11273	72	15	of	of	ADP
easat-11273	72	16	contemporary	contemporary	ADJ
easat-11273	72	17	research	research	NOUN
easat-11273	72	18	ecosystems	ecosystem	NOUN
easat-11273	72	19	.	.	PUNCT
easat-11273	73	1	in	in	ADP
easat-11273	73	2	summary	summary	NOUN
easat-11273	73	3	,	,	PUNCT
easat-11273	73	4	while	while	SCONJ
easat-11273	73	5	lda	lda	PROPN
easat-11273	73	6	and	and	CCONJ
easat-11273	73	7	its	its	PRON
easat-11273	73	8	extensions	extension	NOUN
easat-11273	73	9	have	have	AUX
easat-11273	73	10	been	be	AUX
easat-11273	73	11	successfully	successfully	ADV
easat-11273	73	12	applied	apply	VERB
easat-11273	73	13	across	across	ADP
easat-11273	73	14	numerous	numerous	ADJ
easat-11273	73	15	domains	domain	NOUN
easat-11273	73	16	,	,	PUNCT
easat-11273	73	17	there	there	PRON
easat-11273	73	18	is	be	VERB
easat-11273	73	19	a	a	DET
easat-11273	73	20	growing	grow	VERB
easat-11273	73	21	need	need	NOUN
easat-11273	73	22	for	for	ADP
easat-11273	73	23	cross	cross	ADJ
easat-11273	73	24	-	-	ADJ
easat-11273	73	25	disciplinary	disciplinary	ADJ
easat-11273	73	26	applications	application	NOUN
easat-11273	73	27	that	that	PRON
easat-11273	73	28	systematically	systematically	ADV
easat-11273	73	29	compare	compare	VERB
easat-11273	73	30	how	how	SCONJ
easat-11273	73	31	foundational	foundational	ADJ
easat-11273	73	32	technologies	technology	NOUN
easat-11273	73	33	like	like	ADP
easat-11273	73	34	deep	deep	ADJ
easat-11273	73	35	learning	learning	NOUN
easat-11273	73	36	are	be	AUX
easat-11273	73	37	conceptualized	conceptualize	VERB
easat-11273	73	38	and	and	CCONJ
easat-11273	73	39	utilized	utilize	VERB
easat-11273	73	40	in	in	ADP
easat-11273	73	41	distinct	distinct	ADJ
easat-11273	73	42	academic	academic	ADJ
easat-11273	73	43	contexts	contexts	NOUN
easat-11273	73	44	.	.	PUNCT
easat-11273	74	1	this	this	DET
easat-11273	74	2	study	study	NOUN
easat-11273	74	3	contributes	contribute	VERB
easat-11273	74	4	to	to	ADP
easat-11273	74	5	filling	fill	VERB
easat-11273	74	6	that	that	DET
easat-11273	74	7	gap	gap	NOUN
easat-11273	74	8	by	by	ADP
easat-11273	74	9	employing	employ	VERB
easat-11273	74	10	topic	topic	NOUN
easat-11273	74	11	modeling	modeling	NOUN
easat-11273	74	12	as	as	ADP
easat-11273	74	13	a	a	DET
easat-11273	74	14	lens	lens	NOUN
easat-11273	74	15	to	to	PART
easat-11273	74	16	examine	examine	VERB
easat-11273	74	17	69	69	NUM
easat-11273	74	18	edelweiss	edelweiss	PROPN
easat-11273	74	19	applied	apply	VERB
easat-11273	74	20	science	science	NOUN
easat-11273	74	21	and	and	CCONJ
easat-11273	74	22	technology	technology	NOUN
easat-11273	74	23	issn	issn	PROPN
easat-11273	74	24	:	:	PUNCT
easat-11273	74	25	2576	2576	NUM
easat-11273	74	26	-	-	SYM
easat-11273	74	27	8484	8484	NUM
easat-11273	74	28	vol	vol	NOUN
easat-11273	74	29	.	.	PROPN
easat-11273	75	1	9	9	NUM
easat-11273	75	2	,	,	PUNCT
easat-11273	75	3	no	no	INTJ
easat-11273	75	4	.	.	NOUN
easat-11273	75	5	12	12	NUM
easat-11273	75	6	:	:	PUNCT
easat-11273	75	7	66	66	NUM
easat-11273	75	8	-	-	SYM
easat-11273	75	9	80	80	NUM
easat-11273	75	10	,	,	PUNCT
easat-11273	75	11	2025	2025	NUM
easat-11273	75	12	doi	doi	NOUN
easat-11273	75	13	:	:	PUNCT
easat-11273	75	14	10.55214/2576	10.55214/2576	NUM
easat-11273	75	15	-	-	SYM
easat-11273	75	16	8484.v9i12.11273	8484.v9i12.11273	NOUN
easat-11273	76	1	©	©	PROPN
easat-11273	76	2	2025	2025	NUM
easat-11273	76	3	by	by	ADP
easat-11273	76	4	the	the	DET
easat-11273	76	5	author	author	NOUN
easat-11273	76	6	;	;	PUNCT
easat-11273	76	7	licensee	licensee	PROPN
easat-11273	76	8	learning	learning	NOUN
easat-11273	76	9	gate	gate	VERB
easat-11273	76	10	the	the	DET
easat-11273	76	11	thematic	thematic	ADJ
easat-11273	76	12	landscape	landscape	NOUN
easat-11273	76	13	of	of	ADP
easat-11273	76	14	deep	deep	ADJ
easat-11273	76	15	learning	learning	NOUN
easat-11273	76	16	research	research	NOUN
easat-11273	76	17	across	across	ADP
easat-11273	76	18	engineering	engineering	NOUN
easat-11273	76	19	,	,	PUNCT
easat-11273	76	20	natural	natural	ADJ
easat-11273	76	21	sciences	science	NOUN
easat-11273	76	22	,	,	PUNCT
easat-11273	76	23	and	and	CCONJ
easat-11273	76	24	social	social	ADJ
easat-11273	76	25	sciences	science	NOUN
easat-11273	76	26	,	,	PUNCT
easat-11273	76	27	ultimately	ultimately	ADV
easat-11273	76	28	offering	offer	VERB
easat-11273	76	29	a	a	DET
easat-11273	76	30	more	more	ADV
easat-11273	76	31	integrative	integrative	ADJ
easat-11273	76	32	view	view	NOUN
easat-11273	76	33	of	of	ADP
easat-11273	76	34	how	how	SCONJ
easat-11273	76	35	this	this	DET
easat-11273	76	36	technology	technology	NOUN
easat-11273	76	37	is	be	AUX
easat-11273	76	38	shaping	shape	VERB
easat-11273	76	39	knowledge	knowledge	NOUN
easat-11273	76	40	production	production	NOUN
easat-11273	76	41	across	across	ADP
easat-11273	76	42	the	the	DET
easat-11273	76	43	disciplinary	disciplinary	ADJ
easat-11273	76	44	spectrum	spectrum	NOUN
easat-11273	76	45	.	.	PUNCT
easat-11273	77	1	3	3	X
easat-11273	77	2	.	.	X
easat-11273	77	3	materials	material	NOUN
easat-11273	77	4	and	and	CCONJ
easat-11273	77	5	methods	method	NOUN
easat-11273	77	6	to	to	PART
easat-11273	77	7	investigate	investigate	VERB
easat-11273	77	8	the	the	DET
easat-11273	77	9	cross	cross	ADJ
easat-11273	77	10	-	-	ADJ
easat-11273	77	11	disciplinary	disciplinary	ADJ
easat-11273	77	12	landscape	landscape	NOUN
easat-11273	77	13	of	of	ADP
easat-11273	77	14	deep	deep	ADJ
easat-11273	77	15	learning	learning	NOUN
easat-11273	77	16	research	research	NOUN
easat-11273	77	17	,	,	PUNCT
easat-11273	77	18	this	this	DET
easat-11273	77	19	study	study	NOUN
easat-11273	77	20	conducted	conduct	VERB
easat-11273	77	21	a	a	DET
easat-11273	77	22	comprehensive	comprehensive	ADJ
easat-11273	77	23	topic	topic	NOUN
easat-11273	77	24	modeling	model	VERB
easat-11273	77	25	analysis	analysis	NOUN
easat-11273	77	26	using	use	VERB
easat-11273	77	27	latent	latent	ADJ
easat-11273	77	28	dirichlet	dirichlet	PROPN
easat-11273	77	29	allocation	allocation	NOUN
easat-11273	77	30	(	(	PUNCT
easat-11273	77	31	lda	lda	PROPN
easat-11273	77	32	)	)	PUNCT
easat-11273	77	33	across	across	ADP
easat-11273	77	34	three	three	NUM
easat-11273	77	35	major	major	ADJ
easat-11273	77	36	scientific	scientific	ADJ
easat-11273	77	37	domains	domain	NOUN
easat-11273	77	38	:	:	PUNCT
easat-11273	77	39	engineering	engineering	NOUN
easat-11273	77	40	,	,	PUNCT
easat-11273	77	41	natural	natural	ADJ
easat-11273	77	42	sciences	science	NOUN
easat-11273	77	43	,	,	PUNCT
easat-11273	77	44	and	and	CCONJ
easat-11273	77	45	social	social	ADJ
easat-11273	77	46	sciences	science	NOUN
easat-11273	77	47	.	.	PUNCT
easat-11273	78	1	the	the	DET
easat-11273	78	2	primary	primary	ADJ
easat-11273	78	3	objective	objective	NOUN
easat-11273	78	4	was	be	AUX
easat-11273	78	5	to	to	PART
easat-11273	78	6	compare	compare	VERB
easat-11273	78	7	and	and	CCONJ
easat-11273	78	8	contrast	contrast	VERB
easat-11273	78	9	thematic	thematic	ADJ
easat-11273	78	10	structures	structure	NOUN
easat-11273	78	11	emerging	emerge	VERB
easat-11273	78	12	from	from	ADP
easat-11273	78	13	research	research	NOUN
easat-11273	78	14	discourse	discourse	NOUN
easat-11273	78	15	within	within	ADP
easat-11273	78	16	each	each	DET
easat-11273	78	17	field	field	NOUN
easat-11273	78	18	.	.	PUNCT
easat-11273	79	1	to	to	PART
easat-11273	79	2	ensure	ensure	VERB
easat-11273	79	3	robustness	robustness	NOUN
easat-11273	79	4	and	and	CCONJ
easat-11273	79	5	relevance	relevance	NOUN
easat-11273	79	6	,	,	PUNCT
easat-11273	79	7	all	all	DET
easat-11273	79	8	methodological	methodological	ADJ
easat-11273	79	9	procedures	procedure	NOUN
easat-11273	79	10	were	be	AUX
easat-11273	79	11	meticulously	meticulously	ADV
easat-11273	79	12	designed	design	VERB
easat-11273	79	13	,	,	PUNCT
easat-11273	79	14	encompassing	encompass	VERB
easat-11273	79	15	corpus	corpus	NOUN
easat-11273	79	16	construction	construction	NOUN
easat-11273	79	17	,	,	PUNCT
easat-11273	79	18	data	datum	NOUN
easat-11273	79	19	preprocessing	preprocessing	NOUN
easat-11273	79	20	,	,	PUNCT
easat-11273	79	21	model	model	NOUN
easat-11273	79	22	training	training	NOUN
easat-11273	79	23	,	,	PUNCT
easat-11273	79	24	evaluation	evaluation	NOUN
easat-11273	79	25	,	,	PUNCT
easat-11273	79	26	and	and	CCONJ
easat-11273	79	27	interpretability	interpretability	NOUN
easat-11273	79	28	validation	validation	NOUN
easat-11273	79	29	.	.	PUNCT
easat-11273	80	1	3.1	3.1	NUM
easat-11273	80	2	.	.	PUNCT
easat-11273	80	3	data	datum	NOUN
easat-11273	80	4	collection	collection	NOUN
easat-11273	80	5	and	and	CCONJ
easat-11273	80	6	corpus	corpus	NOUN
easat-11273	80	7	construction	construction	NOUN
easat-11273	80	8	the	the	DET
easat-11273	80	9	data	data	NOUN
easat-11273	80	10	corpus	corpus	NOUN
easat-11273	80	11	was	be	AUX
easat-11273	80	12	compiled	compile	VERB
easat-11273	80	13	from	from	ADP
easat-11273	80	14	peer	peer	NOUN
easat-11273	80	15	-	-	PUNCT
easat-11273	80	16	reviewed	review	VERB
easat-11273	80	17	journal	journal	NOUN
easat-11273	80	18	articles	article	NOUN
easat-11273	80	19	published	publish	VERB
easat-11273	80	20	between	between	ADP
easat-11273	80	21	2020	2020	NUM
easat-11273	80	22	and	and	CCONJ
easat-11273	80	23	2024	2024	NUM
easat-11273	80	24	,	,	PUNCT
easat-11273	80	25	focusing	focus	VERB
easat-11273	80	26	specifically	specifically	ADV
easat-11273	80	27	on	on	ADP
easat-11273	80	28	works	work	NOUN
easat-11273	80	29	that	that	PRON
easat-11273	80	30	explicitly	explicitly	ADV
easat-11273	80	31	engaged	engage	VERB
easat-11273	80	32	with	with	ADP
easat-11273	80	33	deep	deep	ADJ
easat-11273	80	34	learning	learning	NOUN
easat-11273	80	35	technologies	technology	NOUN
easat-11273	80	36	.	.	PUNCT
easat-11273	81	1	a	a	DET
easat-11273	81	2	total	total	NOUN
easat-11273	81	3	of	of	ADP
easat-11273	81	4	3,000	3,000	NUM
easat-11273	81	5	research	research	NOUN
easat-11273	81	6	paper	paper	NOUN
easat-11273	81	7	titles	title	NOUN
easat-11273	81	8	were	be	AUX
easat-11273	81	9	collected	collect	VERB
easat-11273	81	10	,	,	PUNCT
easat-11273	81	11	with	with	ADP
easat-11273	81	12	1,000	1,000	NUM
easat-11273	81	13	titles	title	NOUN
easat-11273	81	14	assigned	assign	VERB
easat-11273	81	15	to	to	ADP
easat-11273	81	16	each	each	DET
easat-11273	81	17	disciplinary	disciplinary	ADJ
easat-11273	81	18	corpus	corpu	NOUN
easat-11273	81	19	.	.	PUNCT
easat-11273	82	1	titles	title	NOUN
easat-11273	82	2	were	be	AUX
easat-11273	82	3	retrieved	retrieve	VERB
easat-11273	82	4	from	from	ADP
easat-11273	82	5	reputable	reputable	ADJ
easat-11273	82	6	academic	academic	ADJ
easat-11273	82	7	databases	database	NOUN
easat-11273	82	8	such	such	ADJ
easat-11273	82	9	as	as	ADP
easat-11273	82	10	ieee	ieee	PROPN
easat-11273	82	11	xplore	xplore	PROPN
easat-11273	82	12	,	,	PUNCT
easat-11273	82	13	sciencedirect	sciencedirect	PROPN
easat-11273	82	14	,	,	PUNCT
easat-11273	82	15	springerlink	springerlink	NOUN
easat-11273	82	16	,	,	PUNCT
easat-11273	82	17	web	web	NOUN
easat-11273	82	18	of	of	ADP
easat-11273	82	19	science	science	NOUN
easat-11273	82	20	,	,	PUNCT
easat-11273	82	21	and	and	CCONJ
easat-11273	82	22	scopus	scopus	PROPN
easat-11273	82	23	,	,	PUNCT
easat-11273	82	24	using	use	VERB
easat-11273	82	25	targeted	target	VERB
easat-11273	82	26	keyword	keyword	NOUN
easat-11273	82	27	queries	query	NOUN
easat-11273	82	28	that	that	PRON
easat-11273	82	29	included	include	VERB
easat-11273	82	30	terms	term	NOUN
easat-11273	82	31	such	such	ADJ
easat-11273	82	32	as	as	ADP
easat-11273	82	33	“	"	PUNCT
easat-11273	82	34	deep	deep	ADJ
easat-11273	82	35	learning	learning	NOUN
easat-11273	82	36	,	,	PUNCT
easat-11273	82	37	”	"	PUNCT
easat-11273	82	38	“	"	PUNCT
easat-11273	82	39	neural	neural	ADJ
easat-11273	82	40	networks	network	NOUN
easat-11273	82	41	,	,	PUNCT
easat-11273	82	42	”	"	PUNCT
easat-11273	82	43	and	and	CCONJ
easat-11273	82	44	“	"	PUNCT
easat-11273	82	45	ai	ai	ADJ
easat-11273	82	46	applications	application	NOUN
easat-11273	82	47	.	.	PUNCT
easat-11273	82	48	”	"	PUNCT
easat-11273	83	1	only	only	ADV
easat-11273	83	2	articles	article	NOUN
easat-11273	83	3	published	publish	VERB
easat-11273	83	4	in	in	ADP
easat-11273	83	5	english	english	PROPN
easat-11273	83	6	were	be	AUX
easat-11273	83	7	included	include	VERB
easat-11273	83	8	to	to	PART
easat-11273	83	9	maintain	maintain	VERB
easat-11273	83	10	linguistic	linguistic	ADJ
easat-11273	83	11	consistency	consistency	NOUN
easat-11273	83	12	across	across	ADP
easat-11273	83	13	the	the	DET
easat-11273	83	14	datasets	dataset	NOUN
easat-11273	83	15	.	.	PUNCT
easat-11273	84	1	to	to	PART
easat-11273	84	2	ensure	ensure	VERB
easat-11273	84	3	discipline	discipline	NOUN
easat-11273	84	4	-	-	PUNCT
easat-11273	84	5	specific	specific	ADJ
easat-11273	84	6	relevance	relevance	NOUN
easat-11273	84	7	,	,	PUNCT
easat-11273	84	8	publications	publication	NOUN
easat-11273	84	9	were	be	AUX
easat-11273	84	10	classified	classify	VERB
easat-11273	84	11	based	base	VERB
easat-11273	84	12	on	on	ADP
easat-11273	84	13	the	the	DET
easat-11273	84	14	indexing	indexing	NOUN
easat-11273	84	15	subject	subject	NOUN
easat-11273	84	16	category	category	NOUN
easat-11273	84	17	of	of	ADP
easat-11273	84	18	the	the	DET
easat-11273	84	19	journal	journal	NOUN
easat-11273	84	20	or	or	CCONJ
easat-11273	84	21	conference	conference	NOUN
easat-11273	84	22	,	,	PUNCT
easat-11273	84	23	as	as	ADV
easat-11273	84	24	well	well	ADV
easat-11273	84	25	as	as	ADP
easat-11273	84	26	manual	manual	ADJ
easat-11273	84	27	verification	verification	NOUN
easat-11273	84	28	of	of	ADP
easat-11273	84	29	the	the	DET
easat-11273	84	30	research	research	NOUN
easat-11273	84	31	scope	scope	NOUN
easat-11273	84	32	.	.	PUNCT
easat-11273	85	1	for	for	ADP
easat-11273	85	2	example	example	NOUN
easat-11273	85	3	,	,	PUNCT
easat-11273	85	4	engineering	engineering	NOUN
easat-11273	85	5	titles	title	NOUN
easat-11273	85	6	included	include	VERB
easat-11273	85	7	domains	domain	NOUN
easat-11273	85	8	such	such	ADJ
easat-11273	85	9	as	as	ADP
easat-11273	85	10	control	control	NOUN
easat-11273	85	11	systems	system	NOUN
easat-11273	85	12	,	,	PUNCT
easat-11273	85	13	robotics	robotic	NOUN
easat-11273	85	14	,	,	PUNCT
easat-11273	85	15	and	and	CCONJ
easat-11273	85	16	signal	signal	NOUN
easat-11273	85	17	processing	processing	NOUN
easat-11273	85	18	;	;	PUNCT
easat-11273	85	19	natural	natural	ADJ
easat-11273	85	20	sciences	science	NOUN
easat-11273	85	21	encompassed	encompass	VERB
easat-11273	85	22	biology	biology	NOUN
easat-11273	85	23	,	,	PUNCT
easat-11273	85	24	chemistry	chemistry	NOUN
easat-11273	85	25	,	,	PUNCT
easat-11273	85	26	and	and	CCONJ
easat-11273	85	27	environmental	environmental	ADJ
easat-11273	85	28	science	science	NOUN
easat-11273	85	29	;	;	PUNCT
easat-11273	85	30	and	and	CCONJ
easat-11273	85	31	social	social	ADJ
easat-11273	85	32	sciences	science	NOUN
easat-11273	85	33	covered	cover	VERB
easat-11273	85	34	areas	area	NOUN
easat-11273	85	35	like	like	ADP
easat-11273	85	36	education	education	NOUN
easat-11273	85	37	,	,	PUNCT
easat-11273	85	38	psychology	psychology	NOUN
easat-11273	85	39	,	,	PUNCT
easat-11273	85	40	communication	communication	NOUN
easat-11273	85	41	studies	study	NOUN
easat-11273	85	42	,	,	PUNCT
easat-11273	85	43	and	and	CCONJ
easat-11273	85	44	economics	economic	NOUN
easat-11273	85	45	.	.	PUNCT
easat-11273	86	1	3.2	3.2	NUM
easat-11273	86	2	.	.	PUNCT
easat-11273	87	1	text	text	NOUN
easat-11273	87	2	preprocessing	preprocesse	VERB
easat-11273	87	3	raw	raw	ADJ
easat-11273	87	4	title	title	NOUN
easat-11273	87	5	texts	text	NOUN
easat-11273	87	6	were	be	AUX
easat-11273	87	7	subjected	subject	VERB
easat-11273	87	8	to	to	ADP
easat-11273	87	9	a	a	DET
easat-11273	87	10	standardized	standardized	ADJ
easat-11273	87	11	preprocessing	preprocessing	NOUN
easat-11273	87	12	pipeline	pipeline	NOUN
easat-11273	87	13	to	to	PART
easat-11273	87	14	ensure	ensure	VERB
easat-11273	87	15	compatibility	compatibility	NOUN
easat-11273	87	16	with	with	ADP
easat-11273	87	17	lda	lda	PROPN
easat-11273	87	18	modeling	modeling	NOUN
easat-11273	87	19	requirements	requirement	NOUN
easat-11273	87	20	.	.	PUNCT
easat-11273	88	1	preprocessing	preprocessing	NOUN
easat-11273	88	2	was	be	AUX
easat-11273	88	3	carried	carry	VERB
easat-11273	88	4	out	out	ADP
easat-11273	88	5	using	use	VERB
easat-11273	88	6	a	a	DET
easat-11273	88	7	combination	combination	NOUN
easat-11273	88	8	of	of	ADP
easat-11273	88	9	python	python	NOUN
easat-11273	88	10	libraries	library	NOUN
easat-11273	88	11	,	,	PUNCT
easat-11273	88	12	including	include	VERB
easat-11273	88	13	nltk	nltk	PROPN
easat-11273	88	14	and	and	CCONJ
easat-11273	88	15	spacy	spacy	NOUN
easat-11273	88	16	,	,	PUNCT
easat-11273	88	17	chosen	choose	VERB
easat-11273	88	18	for	for	ADP
easat-11273	88	19	their	their	PRON
easat-11273	88	20	extensive	extensive	ADJ
easat-11273	88	21	nlp	nlp	NOUN
easat-11273	88	22	capabilities	capability	NOUN
easat-11273	88	23	and	and	CCONJ
easat-11273	88	24	integration	integration	NOUN
easat-11273	88	25	with	with	ADP
easat-11273	88	26	lemmatization	lemmatization	NOUN
easat-11273	88	27	tools	tool	NOUN
easat-11273	88	28	[	[	X
easat-11273	88	29	10	10	NUM
easat-11273	88	30	]	]	PUNCT
easat-11273	88	31	.	.	PUNCT
easat-11273	89	1	the	the	DET
easat-11273	89	2	preprocessing	preprocessing	NOUN
easat-11273	89	3	steps	step	NOUN
easat-11273	89	4	consisted	consist	VERB
easat-11273	89	5	of	of	ADP
easat-11273	89	6	the	the	DET
easat-11273	89	7	following	following	NOUN
easat-11273	89	8	:	:	PUNCT
easat-11273	89	9	1	1	X
easat-11273	89	10	.	.	X
easat-11273	89	11	lowercasing	lowercase	VERB
easat-11273	89	12	:	:	PUNCT
easat-11273	89	13	all	all	DET
easat-11273	89	14	characters	character	NOUN
easat-11273	89	15	were	be	AUX
easat-11273	89	16	converted	convert	VERB
easat-11273	89	17	to	to	PART
easat-11273	89	18	lowercase	lowercase	VERB
easat-11273	89	19	to	to	PART
easat-11273	89	20	avoid	avoid	VERB
easat-11273	89	21	case	case	NOUN
easat-11273	89	22	-	-	PUNCT
easat-11273	89	23	based	base	VERB
easat-11273	89	24	discrepancies	discrepancy	NOUN
easat-11273	89	25	.	.	PUNCT
easat-11273	90	1	2	2	X
easat-11273	90	2	.	.	X
easat-11273	90	3	removal	removal	NOUN
easat-11273	90	4	of	of	ADP
easat-11273	90	5	punctuation	punctuation	NOUN
easat-11273	90	6	and	and	CCONJ
easat-11273	90	7	numeric	numeric	ADJ
easat-11273	90	8	characters	character	NOUN
easat-11273	90	9	:	:	PUNCT
easat-11273	90	10	non	non	ADJ
easat-11273	90	11	-	-	ADJ
easat-11273	90	12	alphabetic	alphabetic	ADJ
easat-11273	90	13	symbols	symbol	NOUN
easat-11273	90	14	were	be	AUX
easat-11273	90	15	stripped	strip	VERB
easat-11273	90	16	to	to	ADP
easat-11273	90	17	elimi	elimi	PROPN
easat-11273	90	18	nate	nate	PROPN
easat-11273	90	19	noise	noise	NOUN
easat-11273	90	20	from	from	ADP
easat-11273	90	21	formulaic	formulaic	ADJ
easat-11273	90	22	notations	notation	NOUN
easat-11273	90	23	or	or	CCONJ
easat-11273	90	24	numbering	numbering	NOUN
easat-11273	90	25	systems	system	NOUN
easat-11273	90	26	.	.	PUNCT
easat-11273	91	1	3	3	X
easat-11273	91	2	.	.	X
easat-11273	91	3	tokenization	tokenization	NOUN
easat-11273	91	4	:	:	PUNCT
easat-11273	91	5	titles	title	NOUN
easat-11273	91	6	were	be	AUX
easat-11273	91	7	split	split	VERB
easat-11273	91	8	into	into	ADP
easat-11273	91	9	individual	individual	ADJ
easat-11273	91	10	word	word	NOUN
easat-11273	91	11	tokens	token	NOUN
easat-11273	91	12	using	use	VERB
easat-11273	91	13	whitespace	whitespace	NOUN
easat-11273	91	14	and	and	CCONJ
easat-11273	91	15	syntactic	syntactic	ADJ
easat-11273	91	16	boun	boun	PROPN
easat-11273	91	17	daries	darie	NOUN
easat-11273	91	18	.	.	PUNCT
easat-11273	92	1	4	4	X
easat-11273	92	2	.	.	X
easat-11273	92	3	stopword	stopword	PROPN
easat-11273	92	4	removal	removal	PROPN
easat-11273	92	5	:	:	PUNCT
easat-11273	92	6	commonly	commonly	ADV
easat-11273	92	7	used	use	VERB
easat-11273	92	8	english	english	PROPN
easat-11273	92	9	stopwords	stopword	NOUN
easat-11273	92	10	were	be	AUX
easat-11273	92	11	filtered	filter	VERB
easat-11273	92	12	out	out	ADP
easat-11273	92	13	using	use	VERB
easat-11273	92	14	nltk	nltk	PROPN
easat-11273	92	15	’s	’s	PART
easat-11273	92	16	built	build	VERB
easat-11273	92	17	-	-	PUNCT
easat-11273	92	18	in	in	ADP
easat-11273	92	19	stopword	stopword	PROPN
easat-11273	92	20	list	list	NOUN
easat-11273	92	21	,	,	PUNCT
easat-11273	92	22	supplemented	supplement	VERB
easat-11273	92	23	by	by	ADP
easat-11273	92	24	domain	domain	NOUN
easat-11273	92	25	-	-	PUNCT
easat-11273	92	26	specific	specific	ADJ
easat-11273	92	27	additions	addition	NOUN
easat-11273	92	28	when	when	SCONJ
easat-11273	92	29	appropriate	appropriate	ADJ
easat-11273	92	30	.	.	PUNCT
easat-11273	93	1	5	5	X
easat-11273	93	2	.	.	X
easat-11273	93	3	lemmatization	lemmatization	NOUN
easat-11273	93	4	:	:	PUNCT
easat-11273	93	5	words	word	NOUN
easat-11273	93	6	were	be	AUX
easat-11273	93	7	reduced	reduce	VERB
easat-11273	93	8	to	to	ADP
easat-11273	93	9	their	their	PRON
easat-11273	93	10	base	base	NOUN
easat-11273	93	11	or	or	CCONJ
easat-11273	93	12	dictionary	dictionary	ADJ
easat-11273	93	13	form	form	NOUN
easat-11273	93	14	to	to	PART
easat-11273	93	15	consolidate	consolidate	VERB
easat-11273	93	16	variants	variant	NOUN
easat-11273	93	17	(	(	PUNCT
easat-11273	93	18	e.	e.	PROPN
easat-11273	93	19	g.	g.	PROPN
easat-11273	93	20	,	,	PUNCT
easat-11273	93	21	“	"	PUNCT
easat-11273	93	22	studying	study	VERB
easat-11273	93	23	,	,	PUNCT
easat-11273	93	24	”	"	PUNCT
easat-11273	93	25	“	"	PUNCT
easat-11273	93	26	studies	study	NOUN
easat-11273	93	27	,	,	PUNCT
easat-11273	93	28	”	"	PUNCT
easat-11273	93	29	and	and	CCONJ
easat-11273	93	30	“	"	PUNCT
easat-11273	93	31	study	study	NOUN
easat-11273	93	32	”	"	PUNCT
easat-11273	93	33	were	be	AUX
easat-11273	93	34	all	all	PRON
easat-11273	93	35	lemmatized	lemmatize	VERB
easat-11273	93	36	to	to	ADP
easat-11273	93	37	“	"	PUNCT
easat-11273	93	38	study	study	VERB
easat-11273	93	39	”	"	PUNCT
easat-11273	93	40	)	)	PUNCT
easat-11273	93	41	.	.	PUNCT
easat-11273	94	1	documents	document	NOUN
easat-11273	94	2	with	with	ADP
easat-11273	94	3	fewer	few	ADJ
easat-11273	94	4	than	than	ADP
easat-11273	94	5	three	three	NUM
easat-11273	94	6	valid	valid	ADJ
easat-11273	94	7	tokens	token	NOUN
easat-11273	94	8	after	after	ADP
easat-11273	94	9	preprocessing	preprocessing	NOUN
easat-11273	94	10	were	be	AUX
easat-11273	94	11	excluded	exclude	VERB
easat-11273	94	12	from	from	ADP
easat-11273	94	13	further	further	ADJ
easat-11273	94	14	analysis	analysis	NOUN
easat-11273	94	15	to	to	PART
easat-11273	94	16	ensure	ensure	VERB
easat-11273	94	17	sufficient	sufficient	ADJ
easat-11273	94	18	textual	textual	ADJ
easat-11273	94	19	substance	substance	NOUN
easat-11273	94	20	for	for	ADP
easat-11273	94	21	topic	topic	NOUN
easat-11273	94	22	modeling	modeling	NOUN
easat-11273	94	23	.	.	PUNCT
easat-11273	95	1	3.3	3.3	NUM
easat-11273	95	2	.	.	PUNCT
easat-11273	96	1	lda	lda	PROPN
easat-11273	96	2	model	model	NOUN
easat-11273	96	3	implementation	implementation	NOUN
easat-11273	96	4	and	and	CCONJ
easat-11273	96	5	training	training	NOUN
easat-11273	96	6	for	for	ADP
easat-11273	96	7	topic	topic	NOUN
easat-11273	96	8	extraction	extraction	NOUN
easat-11273	96	9	,	,	PUNCT
easat-11273	96	10	we	we	PRON
easat-11273	96	11	utilized	utilize	VERB
easat-11273	96	12	the	the	DET
easat-11273	96	13	gensim	gensim	NOUN
easat-11273	96	14	implementation	implementation	NOUN
easat-11273	96	15	of	of	ADP
easat-11273	96	16	lda	lda	PROPN
easat-11273	96	17	,	,	PUNCT
easat-11273	96	18	which	which	PRON
easat-11273	96	19	is	be	AUX
easat-11273	96	20	widely	widely	ADV
easat-11273	96	21	recognized	recognize	VERB
easat-11273	96	22	for	for	ADP
easat-11273	96	23	its	its	PRON
easat-11273	96	24	computational	computational	ADJ
easat-11273	96	25	efficiency	efficiency	NOUN
easat-11273	96	26	and	and	CCONJ
easat-11273	96	27	compatibility	compatibility	NOUN
easat-11273	96	28	with	with	ADP
easat-11273	96	29	large	large	ADJ
easat-11273	96	30	-	-	PUNCT
easat-11273	96	31	scale	scale	NOUN
easat-11273	96	32	text	text	NOUN
easat-11273	96	33	corpora	corpora	NOUN
easat-11273	97	1	[	[	X
easat-11273	97	2	4	4	NUM
easat-11273	97	3	]	]	PUNCT
easat-11273	97	4	.	.	PUNCT
easat-11273	98	1	to	to	PART
easat-11273	98	2	maintain	maintain	VERB
easat-11273	98	3	consistency	consistency	NOUN
easat-11273	98	4	and	and	CCONJ
easat-11273	98	5	interpretability	interpretability	NOUN
easat-11273	98	6	across	across	ADP
easat-11273	98	7	all	all	DET
easat-11273	98	8	three	three	NUM
easat-11273	98	9	disciplinary	disciplinary	ADJ
easat-11273	98	10	corpora	corpus	NOUN
easat-11273	98	11	,	,	PUNCT
easat-11273	98	12	the	the	DET
easat-11273	98	13	number	number	NOUN
easat-11273	98	14	of	of	ADP
easat-11273	98	15	topics	topic	NOUN
easat-11273	98	16	was	be	AUX
easat-11273	98	17	initially	initially	ADV
easat-11273	98	18	fixed	fix	VERB
easat-11273	98	19	at	at	ADP
easat-11273	98	20	four	four	NUM
easat-11273	98	21	.	.	PUNCT
easat-11273	99	1	this	this	DET
easat-11273	99	2	decision	decision	NOUN
easat-11273	99	3	was	be	AUX
easat-11273	99	4	informed	inform	VERB
easat-11273	99	5	by	by	ADP
easat-11273	99	6	prior	prior	ADJ
easat-11273	99	7	studies	study	NOUN
easat-11273	99	8	suggesting	suggest	VERB
easat-11273	99	9	that	that	SCONJ
easat-11273	99	10	lower	low	ADJ
easat-11273	99	11	topic	topic	NOUN
easat-11273	99	12	numbers	number	NOUN
easat-11273	99	13	enhance	enhance	VERB
easat-11273	99	14	70	70	NUM
easat-11273	99	15	edelweiss	edelweiss	PROPN
easat-11273	99	16	applied	apply	VERB
easat-11273	99	17	science	science	NOUN
easat-11273	99	18	and	and	CCONJ
easat-11273	99	19	technology	technology	NOUN
easat-11273	99	20	issn	issn	PROPN
easat-11273	99	21	:	:	PUNCT
easat-11273	99	22	2576	2576	NUM
easat-11273	99	23	-	-	SYM
easat-11273	99	24	8484	8484	NUM
easat-11273	99	25	vol	vol	NOUN
easat-11273	99	26	.	.	PROPN
easat-11273	100	1	9	9	NUM
easat-11273	100	2	,	,	PUNCT
easat-11273	100	3	no	no	INTJ
easat-11273	100	4	.	.	NOUN
easat-11273	100	5	12	12	NUM
easat-11273	100	6	:	:	PUNCT
easat-11273	100	7	66	66	NUM
easat-11273	100	8	-	-	SYM
easat-11273	100	9	80	80	NUM
easat-11273	100	10	,	,	PUNCT
easat-11273	100	11	2025	2025	NUM
easat-11273	100	12	doi	doi	NOUN
easat-11273	100	13	:	:	PUNCT
easat-11273	100	14	10.55214/2576	10.55214/2576	NUM
easat-11273	100	15	-	-	SYM
easat-11273	100	16	8484.v9i12.11273	8484.v9i12.11273	NOUN
easat-11273	101	1	©	©	PROPN
easat-11273	101	2	2025	2025	NUM
easat-11273	101	3	by	by	ADP
easat-11273	101	4	the	the	DET
easat-11273	101	5	author	author	NOUN
easat-11273	101	6	;	;	PUNCT
easat-11273	101	7	licensee	licensee	PROPN
easat-11273	101	8	learning	learn	VERB
easat-11273	101	9	gate	gate	VERB
easat-11273	101	10	interpretability	interpretability	NOUN
easat-11273	101	11	in	in	ADP
easat-11273	101	12	short	short	ADJ
easat-11273	101	13	-	-	PUNCT
easat-11273	101	14	text	text	NOUN
easat-11273	101	15	contexts	context	NOUN
easat-11273	101	16	such	such	ADJ
easat-11273	101	17	as	as	ADP
easat-11273	101	18	titles	title	NOUN
easat-11273	101	19	,	,	PUNCT
easat-11273	101	20	and	and	CCONJ
easat-11273	101	21	was	be	AUX
easat-11273	101	22	later	later	ADV
easat-11273	101	23	verified	verify	VERB
easat-11273	101	24	through	through	ADP
easat-11273	101	25	coherence	coherence	NOUN
easat-11273	101	26	score	score	NOUN
easat-11273	101	27	optimization	optimization	NOUN
easat-11273	101	28	.	.	PUNCT
easat-11273	102	1	each	each	DET
easat-11273	102	2	lda	lda	PROPN
easat-11273	102	3	model	model	NOUN
easat-11273	102	4	was	be	AUX
easat-11273	102	5	trained	train	VERB
easat-11273	102	6	independently	independently	ADV
easat-11273	102	7	on	on	ADP
easat-11273	102	8	its	its	PRON
easat-11273	102	9	respective	respective	ADJ
easat-11273	102	10	disciplinary	disciplinary	ADJ
easat-11273	102	11	corpus	corpus	NOUN
easat-11273	102	12	.	.	PUNCT
easat-11273	103	1	the	the	DET
easat-11273	103	2	following	follow	VERB
easat-11273	103	3	hyperparameters	hyperparameter	NOUN
easat-11273	103	4	were	be	AUX
easat-11273	103	5	employed	employ	VERB
easat-11273	103	6	:	:	PUNCT
easat-11273	103	7	•	•	NUM
easat-11273	103	8	number	number	NOUN
easat-11273	103	9	of	of	ADP
easat-11273	103	10	topics	topic	NOUN
easat-11273	103	11	:	:	PUNCT
easat-11273	103	12	4	4	NUM
easat-11273	103	13	•	•	NOUN
easat-11273	103	14	alpha	alpha	NOUN
easat-11273	103	15	:	:	PUNCT
easat-11273	103	16	set	set	VERB
easat-11273	103	17	to	to	ADP
easat-11273	103	18	‘	'	PUNCT
easat-11273	103	19	auto	auto	NOUN
easat-11273	103	20	’	'	PUNCT
easat-11273	103	21	to	to	PART
easat-11273	103	22	allow	allow	VERB
easat-11273	103	23	dynamic	dynamic	ADJ
easat-11273	103	24	adjustment	adjustment	NOUN
easat-11273	103	25	of	of	ADP
easat-11273	103	26	the	the	DET
easat-11273	103	27	dirichlet	dirichlet	PROPN
easat-11273	103	28	prior	prior	ADJ
easat-11273	103	29	•	•	NOUN
easat-11273	103	30	passes	pass	NOUN
easat-11273	103	31	:	:	PUNCT
easat-11273	103	32	10	10	NUM
easat-11273	103	33	•	•	NUM
easat-11273	103	34	random	random	ADJ
easat-11273	103	35	seed	seed	NOUN
easat-11273	103	36	:	:	PUNCT
easat-11273	103	37	42	42	NUM
easat-11273	103	38	,	,	PUNCT
easat-11273	103	39	to	to	PART
easat-11273	103	40	ensure	ensure	VERB
easat-11273	103	41	model	model	NOUN
easat-11273	103	42	reproducibility	reproducibility	NOUN
easat-11273	103	43	additionally	additionally	ADV
easat-11273	103	44	,	,	PUNCT
easat-11273	103	45	multiple	multiple	ADJ
easat-11273	103	46	models	model	NOUN
easat-11273	103	47	with	with	ADP
easat-11273	103	48	topic	topic	NOUN
easat-11273	103	49	numbers	number	NOUN
easat-11273	103	50	ranging	range	VERB
easat-11273	103	51	from	from	ADP
easat-11273	103	52	3	3	NUM
easat-11273	103	53	to	to	PART
easat-11273	103	54	10	10	NUM
easat-11273	103	55	were	be	AUX
easat-11273	103	56	trained	train	VERB
easat-11273	103	57	during	during	ADP
easat-11273	103	58	the	the	DET
easat-11273	103	59	exploratory	exploratory	ADJ
easat-11273	103	60	phase	phase	NOUN
easat-11273	103	61	to	to	PART
easat-11273	103	62	assess	assess	VERB
easat-11273	103	63	the	the	DET
easat-11273	103	64	optimal	optimal	ADJ
easat-11273	103	65	topic	topic	NOUN
easat-11273	103	66	structure	structure	NOUN
easat-11273	103	67	.	.	PUNCT
easat-11273	104	1	this	this	DET
easat-11273	104	2	process	process	NOUN
easat-11273	104	3	involved	involve	VERB
easat-11273	104	4	human	human	NOUN
easat-11273	104	5	-	-	PUNCT
easat-11273	104	6	in	in	ADP
easat-11273	104	7	-	-	PUNCT
easat-11273	104	8	the	the	DET
easat-11273	104	9	-	-	PUNCT
easat-11273	104	10	loop	loop	NOUN
easat-11273	104	11	inspection	inspection	NOUN
easat-11273	104	12	in	in	ADP
easat-11273	104	13	combination	combination	NOUN
easat-11273	104	14	with	with	ADP
easat-11273	104	15	coherence	coherence	NOUN
easat-11273	104	16	scoring	scoring	NOUN
easat-11273	104	17	and	and	CCONJ
easat-11273	104	18	perplexity	perplexity	NOUN
easat-11273	104	19	-	-	PUNCT
easat-11273	104	20	based	base	VERB
easat-11273	104	21	evaluation	evaluation	NOUN
easat-11273	104	22	.	.	PUNCT
easat-11273	105	1	3.4	3.4	NUM
easat-11273	105	2	.	.	PUNCT
easat-11273	105	3	evaluation	evaluation	NOUN
easat-11273	105	4	metrics	metric	NOUN
easat-11273	105	5	and	and	CCONJ
easat-11273	105	6	model	model	NOUN
easat-11273	105	7	selection	selection	NOUN
easat-11273	105	8	model	model	NOUN
easat-11273	105	9	evaluation	evaluation	NOUN
easat-11273	105	10	was	be	AUX
easat-11273	105	11	conducted	conduct	VERB
easat-11273	105	12	using	use	VERB
easat-11273	105	13	both	both	CCONJ
easat-11273	105	14	intrinsic	intrinsic	ADJ
easat-11273	105	15	and	and	CCONJ
easat-11273	105	16	extrinsic	extrinsic	ADJ
easat-11273	105	17	metrics	metric	NOUN
easat-11273	105	18	.	.	PUNCT
easat-11273	106	1	the	the	DET
easat-11273	106	2	primary	primary	ADJ
easat-11273	106	3	coherence	coherence	NOUN
easat-11273	106	4	metric	metric	NOUN
easat-11273	106	5	used	use	VERB
easat-11273	106	6	was	be	AUX
easat-11273	106	7	the	the	DET
easat-11273	106	8	c_v	c_v	PUNCT
easat-11273	106	9	score	score	NOUN
easat-11273	106	10	,	,	PUNCT
easat-11273	106	11	which	which	PRON
easat-11273	106	12	assesses	assess	VERB
easat-11273	106	13	the	the	DET
easat-11273	106	14	degree	degree	NOUN
easat-11273	106	15	of	of	ADP
easat-11273	106	16	semantic	semantic	ADJ
easat-11273	106	17	similarity	similarity	NOUN
easat-11273	106	18	among	among	ADP
easat-11273	106	19	the	the	DET
easat-11273	106	20	top	top	ADJ
easat-11273	106	21	keywords	keyword	NOUN
easat-11273	106	22	within	within	ADP
easat-11273	106	23	each	each	DET
easat-11273	106	24	topic	topic	NOUN
easat-11273	106	25	.	.	PUNCT
easat-11273	107	1	this	this	DET
easat-11273	107	2	measure	measure	NOUN
easat-11273	107	3	is	be	AUX
easat-11273	107	4	known	know	VERB
easat-11273	107	5	to	to	PART
easat-11273	107	6	align	align	VERB
easat-11273	107	7	well	well	ADV
easat-11273	107	8	with	with	ADP
easat-11273	107	9	human	human	ADJ
easat-11273	107	10	judgments	judgment	NOUN
easat-11273	107	11	of	of	ADP
easat-11273	107	12	topic	topic	NOUN
easat-11273	107	13	quality	quality	NOUN
easat-11273	108	1	[	[	X
easat-11273	108	2	11	11	NUM
easat-11273	108	3	]	]	PUNCT
easat-11273	108	4	.	.	PUNCT
easat-11273	109	1	to	to	PART
easat-11273	109	2	complement	complement	VERB
easat-11273	109	3	this	this	PRON
easat-11273	109	4	,	,	PUNCT
easat-11273	109	5	the	the	DET
easat-11273	109	6	u_mass	u_mass	NOUN
easat-11273	109	7	coherence	coherence	NOUN
easat-11273	109	8	score	score	NOUN
easat-11273	109	9	was	be	AUX
easat-11273	109	10	also	also	ADV
easat-11273	109	11	computed	compute	VERB
easat-11273	109	12	to	to	PART
easat-11273	109	13	provide	provide	VERB
easat-11273	109	14	a	a	DET
easat-11273	109	15	probabilistic	probabilistic	ADJ
easat-11273	109	16	estimate	estimate	NOUN
easat-11273	109	17	of	of	ADP
easat-11273	109	18	internal	internal	ADJ
easat-11273	109	19	consistency	consistency	NOUN
easat-11273	109	20	.	.	PUNCT
easat-11273	110	1	for	for	ADP
easat-11273	110	2	generalizability	generalizability	NOUN
easat-11273	110	3	assessment	assessment	NOUN
easat-11273	110	4	,	,	PUNCT
easat-11273	110	5	perplexity	perplexity	NOUN
easat-11273	110	6	scores	score	NOUN
easat-11273	110	7	were	be	AUX
easat-11273	110	8	calculated	calculate	VERB
easat-11273	110	9	on	on	ADP
easat-11273	110	10	held	hold	VERB
easat-11273	110	11	-	-	PUNCT
easat-11273	110	12	out	out	ADP
easat-11273	110	13	validation	validation	NOUN
easat-11273	110	14	subsets	subset	NOUN
easat-11273	110	15	to	to	PART
easat-11273	110	16	estimate	estimate	VERB
easat-11273	110	17	how	how	SCONJ
easat-11273	110	18	well	well	ADV
easat-11273	110	19	the	the	DET
easat-11273	110	20	model	model	NOUN
easat-11273	110	21	could	could	AUX
easat-11273	110	22	predict	predict	VERB
easat-11273	110	23	unseen	unseen	ADJ
easat-11273	110	24	data	datum	NOUN
easat-11273	110	25	[	[	X
easat-11273	110	26	12	12	NUM
easat-11273	110	27	]	]	PUNCT
easat-11273	110	28	.	.	PUNCT
easat-11273	111	1	to	to	PART
easat-11273	111	2	ensure	ensure	VERB
easat-11273	111	3	robustness	robustness	NOUN
easat-11273	111	4	,	,	PUNCT
easat-11273	111	5	all	all	DET
easat-11273	111	6	three	three	NUM
easat-11273	111	7	disciplinary	disciplinary	ADJ
easat-11273	111	8	lda	lda	PROPN
easat-11273	111	9	models	model	NOUN
easat-11273	111	10	were	be	AUX
easat-11273	111	11	subjected	subject	VERB
easat-11273	111	12	to	to	ADP
easat-11273	111	13	the	the	DET
easat-11273	111	14	same	same	ADJ
easat-11273	111	15	evaluation	evaluation	NOUN
easat-11273	111	16	pipeline	pipeline	NOUN
easat-11273	111	17	.	.	PUNCT
easat-11273	112	1	final	final	ADJ
easat-11273	112	2	topic	topic	NOUN
easat-11273	112	3	models	model	NOUN
easat-11273	112	4	were	be	AUX
easat-11273	112	5	selected	select	VERB
easat-11273	112	6	based	base	VERB
easat-11273	112	7	on	on	ADP
easat-11273	112	8	the	the	DET
easat-11273	112	9	highest	high	ADJ
easat-11273	112	10	average	average	ADJ
easat-11273	112	11	c_v	c_v	CCONJ
easat-11273	112	12	coherence	coherence	NOUN
easat-11273	112	13	score	score	NOUN
easat-11273	112	14	,	,	PUNCT
easat-11273	112	15	with	with	ADP
easat-11273	112	16	u_mass	u_mass	NOUN
easat-11273	112	17	and	and	CCONJ
easat-11273	112	18	perplexity	perplexity	NOUN
easat-11273	112	19	serving	serve	VERB
easat-11273	112	20	as	as	ADP
easat-11273	112	21	secondary	secondary	ADJ
easat-11273	112	22	diagnostics	diagnostic	NOUN
easat-11273	112	23	.	.	PUNCT
easat-11273	113	1	3.5	3.5	NUM
easat-11273	113	2	.	.	PUNCT
easat-11273	113	3	visualization	visualization	NOUN
easat-11273	113	4	and	and	CCONJ
easat-11273	113	5	topic	topic	NOUN
easat-11273	113	6	interpretation	interpretation	NOUN
easat-11273	113	7	interpretability	interpretability	NOUN
easat-11273	113	8	of	of	ADP
easat-11273	113	9	the	the	DET
easat-11273	113	10	resulting	result	VERB
easat-11273	113	11	topic	topic	NOUN
easat-11273	113	12	models	model	NOUN
easat-11273	113	13	was	be	AUX
easat-11273	113	14	addressed	address	VERB
easat-11273	113	15	using	use	VERB
easat-11273	113	16	both	both	CCONJ
easat-11273	113	17	quantitative	quantitative	ADJ
easat-11273	113	18	and	and	CCONJ
easat-11273	113	19	qualitative	qualitative	ADJ
easat-11273	113	20	methods	method	NOUN
easat-11273	113	21	.	.	PUNCT
easat-11273	114	1	quantitatively	quantitatively	ADV
easat-11273	114	2	,	,	PUNCT
easat-11273	114	3	we	we	PRON
easat-11273	114	4	employed	employ	VERB
easat-11273	114	5	ldavis	ldavis	ADJ
easat-11273	114	6	,	,	PUNCT
easat-11273	114	7	an	an	DET
easat-11273	114	8	interactive	interactive	ADJ
easat-11273	114	9	visualization	visualization	NOUN
easat-11273	114	10	tool	tool	NOUN
easat-11273	114	11	that	that	PRON
easat-11273	114	12	enables	enable	VERB
easat-11273	114	13	users	user	NOUN
easat-11273	114	14	to	to	PART
easat-11273	114	15	explore	explore	VERB
easat-11273	114	16	the	the	DET
easat-11273	114	17	relationship	relationship	NOUN
easat-11273	114	18	between	between	ADP
easat-11273	114	19	topics	topic	NOUN
easat-11273	114	20	and	and	CCONJ
easat-11273	114	21	their	their	PRON
easat-11273	114	22	constituent	constituent	NOUN
easat-11273	114	23	keywords	keyword	NOUN
easat-11273	114	24	in	in	ADP
easat-11273	114	25	two	two	NUM
easat-11273	114	26	-	-	PUNCT
easat-11273	114	27	dimensional	dimensional	ADJ
easat-11273	114	28	space	space	NOUN
easat-11273	114	29	using	use	VERB
easat-11273	114	30	multidimensional	multidimensional	ADJ
easat-11273	114	31	scaling	scaling	NOUN
easat-11273	114	32	(	(	PUNCT
easat-11273	114	33	mds	mds	NOUN
easat-11273	114	34	)	)	PUNCT
easat-11273	115	1	[	[	X
easat-11273	115	2	6	6	NUM
easat-11273	115	3	]	]	PUNCT
easat-11273	115	4	.	.	PUNCT
easat-11273	116	1	this	this	DET
easat-11273	116	2	visualization	visualization	NOUN
easat-11273	116	3	facilitated	facilitate	VERB
easat-11273	116	4	the	the	DET
easat-11273	116	5	assessment	assessment	NOUN
easat-11273	116	6	of	of	ADP
easat-11273	116	7	inter	inter	ADJ
easat-11273	116	8	-	-	ADJ
easat-11273	116	9	topic	topic	ADJ
easat-11273	116	10	distance	distance	NOUN
easat-11273	116	11	,	,	PUNCT
easat-11273	116	12	topic	topic	NOUN
easat-11273	116	13	dominance	dominance	NOUN
easat-11273	116	14	,	,	PUNCT
easat-11273	116	15	and	and	CCONJ
easat-11273	116	16	keyword	keyword	NOUN
easat-11273	116	17	salience	salience	NOUN
easat-11273	116	18	,	,	PUNCT
easat-11273	116	19	which	which	PRON
easat-11273	116	20	proved	prove	VERB
easat-11273	116	21	critical	critical	ADJ
easat-11273	116	22	in	in	ADP
easat-11273	116	23	assigning	assign	VERB
easat-11273	116	24	meaningful	meaningful	ADJ
easat-11273	116	25	labels	label	NOUN
easat-11273	116	26	to	to	ADP
easat-11273	116	27	each	each	DET
easat-11273	116	28	topic	topic	NOUN
easat-11273	116	29	.	.	PUNCT
easat-11273	117	1	qualitatively	qualitatively	ADV
easat-11273	117	2	,	,	PUNCT
easat-11273	117	3	manual	manual	ADJ
easat-11273	117	4	topic	topic	NOUN
easat-11273	117	5	validation	validation	NOUN
easat-11273	117	6	was	be	AUX
easat-11273	117	7	performed	perform	VERB
easat-11273	117	8	by	by	ADP
easat-11273	117	9	three	three	NUM
easat-11273	117	10	domain	domain	NOUN
easat-11273	117	11	experts	expert	NOUN
easat-11273	117	12	,	,	PUNCT
easat-11273	117	13	each	each	PRON
easat-11273	117	14	specializing	specialize	VERB
easat-11273	117	15	in	in	ADP
easat-11273	117	16	one	one	NUM
easat-11273	117	17	of	of	ADP
easat-11273	117	18	the	the	DET
easat-11273	117	19	target	target	NOUN
easat-11273	117	20	disciplines	discipline	NOUN
easat-11273	117	21	.	.	PUNCT
easat-11273	118	1	these	these	DET
easat-11273	118	2	experts	expert	NOUN
easat-11273	118	3	reviewed	review	VERB
easat-11273	118	4	the	the	DET
easat-11273	118	5	top	top	ADV
easat-11273	118	6	-	-	PUNCT
easat-11273	118	7	ranked	rank	VERB
easat-11273	118	8	keywords	keyword	NOUN
easat-11273	118	9	and	and	CCONJ
easat-11273	118	10	a	a	DET
easat-11273	118	11	sample	sample	NOUN
easat-11273	118	12	of	of	ADP
easat-11273	118	13	associated	associated	ADJ
easat-11273	118	14	titles	title	NOUN
easat-11273	118	15	for	for	ADP
easat-11273	118	16	each	each	DET
easat-11273	118	17	topic	topic	NOUN
easat-11273	118	18	,	,	PUNCT
easat-11273	118	19	providing	provide	VERB
easat-11273	118	20	descriptive	descriptive	ADJ
easat-11273	118	21	labels	label	NOUN
easat-11273	118	22	and	and	CCONJ
easat-11273	118	23	assessing	assess	VERB
easat-11273	118	24	thematic	thematic	ADJ
easat-11273	118	25	coherence	coherence	NOUN
easat-11273	118	26	.	.	PUNCT
easat-11273	119	1	discrepancies	discrepancy	NOUN
easat-11273	119	2	in	in	ADP
easat-11273	119	3	interpretation	interpretation	NOUN
easat-11273	119	4	were	be	AUX
easat-11273	119	5	resolved	resolve	VERB
easat-11273	119	6	through	through	ADP
easat-11273	119	7	consensus	consensus	NOUN
easat-11273	119	8	.	.	PUNCT
easat-11273	120	1	3.6	3.6	NUM
easat-11273	120	2	.	.	PUNCT
easat-11273	120	3	domain	domain	NOUN
easat-11273	120	4	-	-	PUNCT
easat-11273	120	5	specific	specific	ADJ
easat-11273	120	6	model	model	NOUN
easat-11273	120	7	structuring	structure	VERB
easat-11273	120	8	to	to	PART
easat-11273	120	9	minimize	minimize	VERB
easat-11273	120	10	interpretational	interpretational	ADJ
easat-11273	120	11	confounding	confounding	NOUN
easat-11273	120	12	due	due	ADP
easat-11273	120	13	to	to	ADP
easat-11273	120	14	topic	topic	NOUN
easat-11273	120	15	overlap	overlap	NOUN
easat-11273	120	16	across	across	ADP
easat-11273	120	17	domains	domain	NOUN
easat-11273	120	18	,	,	PUNCT
easat-11273	120	19	we	we	PRON
easat-11273	120	20	adopted	adopt	VERB
easat-11273	120	21	a	a	DET
easat-11273	120	22	domain	domain	NOUN
easat-11273	120	23	-	-	PUNCT
easat-11273	120	24	separated	separate	VERB
easat-11273	120	25	modeling	modeling	NOUN
easat-11273	120	26	strategy	strategy	NOUN
easat-11273	120	27	.	.	PUNCT
easat-11273	121	1	rather	rather	ADV
easat-11273	121	2	than	than	ADP
easat-11273	121	3	combining	combine	VERB
easat-11273	121	4	all	all	DET
easat-11273	121	5	titles	title	NOUN
easat-11273	121	6	into	into	ADP
easat-11273	121	7	a	a	DET
easat-11273	121	8	single	single	ADJ
easat-11273	121	9	global	global	ADJ
easat-11273	121	10	model	model	NOUN
easat-11273	121	11	,	,	PUNCT
easat-11273	121	12	which	which	PRON
easat-11273	121	13	could	could	AUX
easat-11273	121	14	obscure	obscure	VERB
easat-11273	121	15	field	field	NOUN
easat-11273	121	16	-	-	PUNCT
easat-11273	121	17	specific	specific	ADJ
easat-11273	121	18	nuances	nuance	NOUN
easat-11273	121	19	,	,	PUNCT
easat-11273	121	20	we	we	PRON
easat-11273	121	21	trained	train	VERB
easat-11273	121	22	independent	independent	ADJ
easat-11273	121	23	lda	lda	PROPN
easat-11273	121	24	models	model	NOUN
easat-11273	121	25	for	for	ADP
easat-11273	121	26	each	each	DET
easat-11273	121	27	domain	domain	NOUN
easat-11273	121	28	.	.	PUNCT
easat-11273	122	1	this	this	DET
easat-11273	122	2	approach	approach	NOUN
easat-11273	122	3	preserved	preserve	VERB
easat-11273	122	4	the	the	DET
easat-11273	122	5	internal	internal	ADJ
easat-11273	122	6	semantics	semantic	NOUN
easat-11273	122	7	of	of	ADP
easat-11273	122	8	each	each	DET
easat-11273	122	9	corpus	corpus	NOUN
easat-11273	122	10	while	while	SCONJ
easat-11273	122	11	enabling	enable	VERB
easat-11273	122	12	more	more	ADV
easat-11273	122	13	precise	precise	ADJ
easat-11273	122	14	comparisons	comparison	NOUN
easat-11273	122	15	across	across	ADP
easat-11273	122	16	domains	domain	NOUN
easat-11273	122	17	.	.	PUNCT
easat-11273	123	1	furthermore	furthermore	ADV
easat-11273	123	2	,	,	PUNCT
easat-11273	123	3	we	we	PRON
easat-11273	123	4	computed	compute	VERB
easat-11273	123	5	the	the	DET
easat-11273	123	6	marginal	marginal	ADJ
easat-11273	123	7	topic	topic	NOUN
easat-11273	123	8	distributions	distribution	NOUN
easat-11273	123	9	for	for	SCONJ
easat-11273	123	10	each	each	DET
easat-11273	123	11	corpus	corpus	NOUN
easat-11273	123	12	to	to	PART
easat-11273	123	13	examine	examine	VERB
easat-11273	123	14	topic	topic	NOUN
easat-11273	123	15	prevalence	prevalence	NOUN
easat-11273	123	16	and	and	CCONJ
easat-11273	123	17	identify	identify	VERB
easat-11273	123	18	dominant	dominant	ADJ
easat-11273	123	19	research	research	NOUN
easat-11273	123	20	directions	direction	NOUN
easat-11273	123	21	.	.	PUNCT
easat-11273	124	1	this	this	PRON
easat-11273	124	2	helped	help	VERB
easat-11273	124	3	contextualize	contextualize	VERB
easat-11273	124	4	how	how	SCONJ
easat-11273	124	5	deep	deep	ADJ
easat-11273	124	6	learning	learning	NOUN
easat-11273	124	7	is	be	AUX
easat-11273	124	8	framed	frame	VERB
easat-11273	124	9	and	and	CCONJ
easat-11273	124	10	emphasized	emphasize	VERB
easat-11273	124	11	differently	differently	ADV
easat-11273	124	12	across	across	ADP
easat-11273	124	13	disciplines	discipline	NOUN
easat-11273	124	14	.	.	PUNCT
easat-11273	125	1	for	for	ADP
easat-11273	125	2	example	example	NOUN
easat-11273	125	3	,	,	PUNCT
easat-11273	125	4	a	a	DET
easat-11273	125	5	topic	topic	NOUN
easat-11273	125	6	centered	center	VERB
easat-11273	125	7	around	around	ADP
easat-11273	125	8	"	"	PUNCT
easat-11273	125	9	model	model	NOUN
easat-11273	125	10	optimization	optimization	NOUN
easat-11273	125	11	"	"	PUNCT
easat-11273	125	12	may	may	AUX
easat-11273	125	13	be	be	AUX
easat-11273	125	14	dominant	dominant	ADJ
easat-11273	125	15	in	in	ADP
easat-11273	125	16	engineering	engineering	NOUN
easat-11273	125	17	,	,	PUNCT
easat-11273	125	18	while	while	SCONJ
easat-11273	125	19	"	"	PUNCT
easat-11273	125	20	data	datum	NOUN
easat-11273	125	21	ethics	ethic	NOUN
easat-11273	125	22	and	and	CCONJ
easat-11273	125	23	fairness	fairness	NOUN
easat-11273	125	24	"	"	PUNCT
easat-11273	125	25	may	may	AUX
easat-11273	125	26	surface	surface	VERB
easat-11273	125	27	more	more	ADV
easat-11273	125	28	prominently	prominently	ADV
easat-11273	125	29	in	in	ADP
easat-11273	125	30	social	social	ADJ
easat-11273	125	31	sciences	science	NOUN
easat-11273	125	32	.	.	PUNCT
easat-11273	126	1	71	71	NUM
easat-11273	126	2	edelweiss	edelweiss	PROPN
easat-11273	126	3	applied	apply	VERB
easat-11273	126	4	science	science	NOUN
easat-11273	126	5	and	and	CCONJ
easat-11273	126	6	technology	technology	NOUN
easat-11273	126	7	issn	issn	PROPN
easat-11273	126	8	:	:	PUNCT
easat-11273	126	9	2576	2576	NUM
easat-11273	126	10	-	-	SYM
easat-11273	126	11	8484	8484	NUM
easat-11273	126	12	vol	vol	NOUN
easat-11273	126	13	.	.	PROPN
easat-11273	127	1	9	9	NUM
easat-11273	127	2	,	,	PUNCT
easat-11273	127	3	no	no	INTJ
easat-11273	127	4	.	.	NOUN
easat-11273	127	5	12	12	NUM
easat-11273	127	6	:	:	PUNCT
easat-11273	127	7	66	66	NUM
easat-11273	127	8	-	-	SYM
easat-11273	127	9	80	80	NUM
easat-11273	127	10	,	,	PUNCT
easat-11273	127	11	2025	2025	NUM
easat-11273	127	12	doi	doi	NOUN
easat-11273	127	13	:	:	PUNCT
easat-11273	127	14	10.55214/2576	10.55214/2576	NUM
easat-11273	127	15	-	-	SYM
easat-11273	127	16	8484.v9i12.11273	8484.v9i12.11273	NOUN
easat-11273	128	1	©	©	PROPN
easat-11273	128	2	2025	2025	NUM
easat-11273	128	3	by	by	ADP
easat-11273	128	4	the	the	DET
easat-11273	128	5	author	author	NOUN
easat-11273	128	6	;	;	PUNCT
easat-11273	128	7	licensee	licensee	PROPN
easat-11273	128	8	learning	learning	NOUN
easat-11273	128	9	gate	gate	NOUN
easat-11273	128	10	3.7	3.7	NUM
easat-11273	128	11	.	.	PUNCT
easat-11273	129	1	methodological	methodological	ADJ
easat-11273	129	2	summary	summary	NOUN
easat-11273	129	3	in	in	ADP
easat-11273	129	4	sum	sum	NOUN
easat-11273	129	5	,	,	PUNCT
easat-11273	129	6	the	the	DET
easat-11273	129	7	materials	material	NOUN
easat-11273	129	8	and	and	CCONJ
easat-11273	129	9	methods	method	NOUN
easat-11273	129	10	employed	employ	VERB
easat-11273	129	11	in	in	ADP
easat-11273	129	12	this	this	DET
easat-11273	129	13	study	study	NOUN
easat-11273	129	14	integrate	integrate	VERB
easat-11273	129	15	rigorous	rigorous	ADJ
easat-11273	129	16	preprocessing	preprocessing	NOUN
easat-11273	129	17	,	,	PUNCT
easat-11273	129	18	robust	robust	ADJ
easat-11273	129	19	unsupervised	unsupervised	ADJ
easat-11273	129	20	modeling	modeling	NOUN
easat-11273	129	21	,	,	PUNCT
easat-11273	129	22	domain	domain	NOUN
easat-11273	129	23	-	-	PUNCT
easat-11273	129	24	specific	specific	ADJ
easat-11273	129	25	validation	validation	NOUN
easat-11273	129	26	,	,	PUNCT
easat-11273	129	27	and	and	CCONJ
easat-11273	129	28	state	state	NOUN
easat-11273	129	29	-	-	PUNCT
easat-11273	129	30	of	of	ADP
easat-11273	129	31	-	-	PUNCT
easat-11273	129	32	the	the	DET
easat-11273	129	33	-	-	PUNCT
easat-11273	129	34	art	art	NOUN
easat-11273	129	35	visualization	visualization	NOUN
easat-11273	129	36	.	.	PUNCT
easat-11273	130	1	by	by	ADP
easat-11273	130	2	combining	combine	VERB
easat-11273	130	3	lda	lda	PROPN
easat-11273	130	4	-	-	PUNCT
easat-11273	130	5	based	base	VERB
easat-11273	130	6	topic	topic	NOUN
easat-11273	130	7	modeling	modeling	NOUN
easat-11273	130	8	with	with	ADP
easat-11273	130	9	expert	expert	NOUN
easat-11273	130	10	-	-	PUNCT
easat-11273	130	11	driven	drive	VERB
easat-11273	130	12	interpretation	interpretation	NOUN
easat-11273	130	13	and	and	CCONJ
easat-11273	130	14	cross	cross	ADJ
easat-11273	130	15	-	-	ADJ
easat-11273	130	16	domain	domain	ADJ
easat-11273	130	17	comparison	comparison	NOUN
easat-11273	130	18	,	,	PUNCT
easat-11273	130	19	we	we	PRON
easat-11273	130	20	provide	provide	VERB
easat-11273	130	21	a	a	DET
easat-11273	130	22	comprehensive	comprehensive	ADJ
easat-11273	130	23	methodological	methodological	ADJ
easat-11273	130	24	framework	framework	NOUN
easat-11273	130	25	for	for	ADP
easat-11273	130	26	analyzing	analyze	VERB
easat-11273	130	27	the	the	DET
easat-11273	130	28	intellectual	intellectual	ADJ
easat-11273	130	29	structure	structure	NOUN
easat-11273	130	30	of	of	ADP
easat-11273	130	31	deep	deep	ADJ
easat-11273	130	32	learning	learning	NOUN
easat-11273	130	33	research	research	NOUN
easat-11273	130	34	across	across	ADP
easat-11273	130	35	multiple	multiple	ADJ
easat-11273	130	36	scientific	scientific	ADJ
easat-11273	130	37	disciplines	discipline	NOUN
easat-11273	130	38	.	.	PUNCT
easat-11273	131	1	this	this	DET
easat-11273	131	2	approach	approach	NOUN
easat-11273	131	3	ensures	ensure	VERB
easat-11273	131	4	both	both	DET
easat-11273	131	5	analytical	analytical	ADJ
easat-11273	131	6	depth	depth	NOUN
easat-11273	131	7	and	and	CCONJ
easat-11273	131	8	interpretive	interpretive	ADJ
easat-11273	131	9	clarity	clarity	NOUN
easat-11273	131	10	,	,	PUNCT
easat-11273	131	11	thereby	thereby	ADV
easat-11273	131	12	enabling	enable	VERB
easat-11273	131	13	the	the	DET
easat-11273	131	14	subsequent	subsequent	ADJ
easat-11273	131	15	sections	section	NOUN
easat-11273	131	16	to	to	PART
easat-11273	131	17	offer	offer	VERB
easat-11273	131	18	empirically	empirically	ADV
easat-11273	131	19	grounded	ground	VERB
easat-11273	131	20	insights	insight	NOUN
easat-11273	131	21	into	into	ADP
easat-11273	131	22	the	the	DET
easat-11273	131	23	thematic	thematic	ADJ
easat-11273	131	24	evolution	evolution	NOUN
easat-11273	131	25	of	of	ADP
easat-11273	131	26	deep	deep	ADJ
easat-11273	131	27	learning	learning	NOUN
easat-11273	131	28	in	in	ADP
easat-11273	131	29	contemporary	contemporary	ADJ
easat-11273	131	30	scholarship	scholarship	NOUN
easat-11273	132	1	[	[	X
easat-11273	132	2	13	13	NUM
easat-11273	132	3	]	]	PUNCT
easat-11273	132	4	.	.	PUNCT
easat-11273	133	1	4	4	X
easat-11273	133	2	.	.	X
easat-11273	133	3	results	result	VERB
easat-11273	133	4	this	this	DET
easat-11273	133	5	section	section	NOUN
easat-11273	133	6	presents	present	VERB
easat-11273	133	7	a	a	DET
easat-11273	133	8	detailed	detailed	ADJ
easat-11273	133	9	account	account	NOUN
easat-11273	133	10	of	of	ADP
easat-11273	133	11	the	the	DET
easat-11273	133	12	lda	lda	PROPN
easat-11273	133	13	topic	topic	NOUN
easat-11273	133	14	modeling	model	VERB
easat-11273	133	15	outcomes	outcome	NOUN
easat-11273	133	16	across	across	ADP
easat-11273	133	17	the	the	DET
easat-11273	133	18	three	three	NUM
easat-11273	133	19	target	target	NOUN
easat-11273	133	20	domains	domain	NOUN
easat-11273	133	21	:	:	PUNCT
easat-11273	133	22	engineering	engineering	NOUN
easat-11273	133	23	,	,	PUNCT
easat-11273	133	24	natural	natural	ADJ
easat-11273	133	25	sciences	science	NOUN
easat-11273	133	26	,	,	PUNCT
easat-11273	133	27	and	and	CCONJ
easat-11273	133	28	social	social	ADJ
easat-11273	133	29	sciences	science	NOUN
easat-11273	133	30	.	.	PUNCT
easat-11273	134	1	for	for	ADP
easat-11273	134	2	each	each	DET
easat-11273	134	3	discipline	discipline	NOUN
easat-11273	134	4	,	,	PUNCT
easat-11273	134	5	four	four	NUM
easat-11273	134	6	distinct	distinct	ADJ
easat-11273	134	7	latent	latent	NOUN
easat-11273	134	8	topics	topic	NOUN
easat-11273	134	9	were	be	AUX
easat-11273	134	10	identified	identify	VERB
easat-11273	134	11	based	base	VERB
easat-11273	134	12	on	on	ADP
easat-11273	134	13	their	their	PRON
easat-11273	134	14	most	most	ADV
easat-11273	134	15	representative	representative	ADJ
easat-11273	134	16	keywords	keyword	NOUN
easat-11273	134	17	.	.	PUNCT
easat-11273	135	1	these	these	DET
easat-11273	135	2	thematic	thematic	ADJ
easat-11273	135	3	structures	structure	NOUN
easat-11273	135	4	were	be	AUX
easat-11273	135	5	further	far	ADV
easat-11273	135	6	interpreted	interpret	VERB
easat-11273	135	7	in	in	ADP
easat-11273	135	8	the	the	DET
easat-11273	135	9	context	context	NOUN
easat-11273	135	10	of	of	ADP
easat-11273	135	11	domain	domain	NOUN
easat-11273	135	12	-	-	PUNCT
easat-11273	135	13	specific	specific	ADJ
easat-11273	135	14	research	research	NOUN
easat-11273	135	15	practices	practice	NOUN
easat-11273	135	16	and	and	CCONJ
easat-11273	135	17	scientific	scientific	ADJ
easat-11273	135	18	objectives	objective	NOUN
easat-11273	135	19	.	.	PUNCT
easat-11273	136	1	to	to	PART
easat-11273	136	2	assess	assess	VERB
easat-11273	136	3	the	the	DET
easat-11273	136	4	robustness	robustness	NOUN
easat-11273	136	5	and	and	CCONJ
easat-11273	136	6	validity	validity	NOUN
easat-11273	136	7	of	of	ADP
easat-11273	136	8	the	the	DET
easat-11273	136	9	generated	generate	VERB
easat-11273	136	10	topics	topic	NOUN
easat-11273	136	11	,	,	PUNCT
easat-11273	136	12	evaluation	evaluation	NOUN
easat-11273	136	13	metrics	metric	NOUN
easat-11273	136	14	such	such	ADJ
easat-11273	136	15	as	as	ADP
easat-11273	136	16	coherence	coherence	NOUN
easat-11273	136	17	score	score	NOUN
easat-11273	136	18	and	and	CCONJ
easat-11273	136	19	perplexity	perplexity	NOUN
easat-11273	136	20	were	be	AUX
easat-11273	136	21	employed	employ	VERB
easat-11273	136	22	.	.	PUNCT
easat-11273	137	1	these	these	DET
easat-11273	137	2	quantitative	quantitative	ADJ
easat-11273	137	3	indicators	indicator	NOUN
easat-11273	137	4	were	be	AUX
easat-11273	137	5	complemented	complement	VERB
easat-11273	137	6	by	by	ADP
easat-11273	137	7	qualitative	qualitative	ADJ
easat-11273	137	8	assessments	assessment	NOUN
easat-11273	137	9	to	to	PART
easat-11273	137	10	ensure	ensure	VERB
easat-11273	137	11	interpretability	interpretability	NOUN
easat-11273	137	12	and	and	CCONJ
easat-11273	137	13	semantic	semantic	ADJ
easat-11273	137	14	coherence	coherence	NOUN
easat-11273	137	15	.	.	PUNCT
easat-11273	138	1	the	the	DET
easat-11273	138	2	modeling	modeling	NOUN
easat-11273	138	3	outcomes	outcome	NOUN
easat-11273	138	4	reveal	reveal	VERB
easat-11273	138	5	that	that	SCONJ
easat-11273	138	6	deep	deep	ADJ
easat-11273	138	7	learning	learn	VERB
easat-11273	138	8	research	research	NOUN
easat-11273	138	9	manifests	manifest	NOUN
easat-11273	138	10	with	with	ADP
easat-11273	138	11	distinctive	distinctive	ADJ
easat-11273	138	12	thematic	thematic	ADJ
easat-11273	138	13	priorities	priority	NOUN
easat-11273	138	14	across	across	ADP
easat-11273	138	15	the	the	DET
easat-11273	138	16	three	three	NUM
easat-11273	138	17	disciplines	discipline	NOUN
easat-11273	138	18	,	,	PUNCT
easat-11273	138	19	reflecting	reflect	VERB
easat-11273	138	20	their	their	PRON
easat-11273	138	21	epistemological	epistemological	ADJ
easat-11273	138	22	orientations	orientation	NOUN
easat-11273	138	23	,	,	PUNCT
easat-11273	138	24	data	datum	NOUN
easat-11273	138	25	practices	practice	NOUN
easat-11273	138	26	,	,	PUNCT
easat-11273	138	27	and	and	CCONJ
easat-11273	138	28	technological	technological	ADJ
easat-11273	138	29	maturity	maturity	NOUN
easat-11273	138	30	.	.	PUNCT
easat-11273	139	1	in	in	ADP
easat-11273	139	2	the	the	DET
easat-11273	139	3	engineering	engineering	NOUN
easat-11273	139	4	domain	domain	NOUN
easat-11273	139	5	,	,	PUNCT
easat-11273	139	6	topics	topic	NOUN
easat-11273	139	7	are	be	AUX
easat-11273	139	8	strongly	strongly	ADV
easat-11273	139	9	centered	center	VERB
easat-11273	139	10	around	around	ADP
easat-11273	139	11	system	system	NOUN
easat-11273	139	12	-	-	PUNCT
easat-11273	139	13	level	level	NOUN
easat-11273	139	14	implementation	implementation	NOUN
easat-11273	139	15	and	and	CCONJ
easat-11273	139	16	control	control	NOUN
easat-11273	139	17	architecture	architecture	NOUN
easat-11273	139	18	.	.	PUNCT
easat-11273	140	1	for	for	ADP
easat-11273	140	2	instance	instance	NOUN
easat-11273	140	3	,	,	PUNCT
easat-11273	140	4	topic	topic	NOUN
easat-11273	140	5	1	1	NUM
easat-11273	140	6	shows	show	VERB
easat-11273	140	7	frequent	frequent	ADJ
easat-11273	140	8	use	use	NOUN
easat-11273	140	9	of	of	ADP
easat-11273	140	10	keywords	keyword	NOUN
easat-11273	140	11	such	such	ADJ
easat-11273	140	12	as	as	ADP
easat-11273	140	13	model	model	NOUN
easat-11273	140	14	,	,	PUNCT
easat-11273	140	15	control	control	NOUN
easat-11273	140	16	,	,	PUNCT
easat-11273	140	17	and	and	CCONJ
easat-11273	140	18	monitoring	monitoring	NOUN
easat-11273	140	19	,	,	PUNCT
easat-11273	140	20	indicating	indicate	VERB
easat-11273	140	21	the	the	DET
easat-11273	140	22	integration	integration	NOUN
easat-11273	140	23	of	of	ADP
easat-11273	140	24	deep	deep	ADJ
easat-11273	140	25	learning	learning	NOUN
easat-11273	140	26	into	into	ADP
easat-11273	140	27	embedded	embed	VERB
easat-11273	140	28	systems	system	NOUN
easat-11273	140	29	and	and	CCONJ
easat-11273	140	30	automation	automation	NOUN
easat-11273	140	31	workflows	workflow	NOUN
easat-11273	140	32	.	.	PUNCT
easat-11273	141	1	this	this	DET
easat-11273	141	2	thematic	thematic	ADJ
easat-11273	141	3	focus	focus	NOUN
easat-11273	141	4	suggests	suggest	VERB
easat-11273	141	5	a	a	DET
easat-11273	141	6	discipline	discipline	NOUN
easat-11273	141	7	primarily	primarily	ADV
easat-11273	141	8	concerned	concerned	ADJ
easat-11273	141	9	with	with	ADP
easat-11273	141	10	optimizing	optimize	VERB
easat-11273	141	11	real	real	ADJ
easat-11273	141	12	-	-	PUNCT
easat-11273	141	13	time	time	NOUN
easat-11273	141	14	responsiveness	responsiveness	NOUN
easat-11273	141	15	,	,	PUNCT
easat-11273	141	16	fault	fault	NOUN
easat-11273	141	17	detection	detection	NOUN
easat-11273	141	18	,	,	PUNCT
easat-11273	141	19	and	and	CCONJ
easat-11273	141	20	reliability	reliability	NOUN
easat-11273	141	21	in	in	ADP
easat-11273	141	22	intelligent	intelligent	ADJ
easat-11273	141	23	systems	system	NOUN
easat-11273	141	24	.	.	PUNCT
easat-11273	142	1	the	the	DET
easat-11273	142	2	recurrent	recurrent	ADJ
easat-11273	142	3	presence	presence	NOUN
easat-11273	142	4	of	of	ADP
easat-11273	142	5	terms	term	NOUN
easat-11273	142	6	like	like	ADP
easat-11273	142	7	network	network	NOUN
easat-11273	142	8	,	,	PUNCT
easat-11273	142	9	channel	channel	NOUN
easat-11273	142	10	,	,	PUNCT
easat-11273	142	11	and	and	CCONJ
easat-11273	142	12	tracking	track	VERB
easat-11273	142	13	further	far	ADV
easat-11273	142	14	supports	support	VERB
easat-11273	142	15	this	this	DET
easat-11273	142	16	observation	observation	NOUN
easat-11273	142	17	,	,	PUNCT
easat-11273	142	18	indicating	indicate	VERB
easat-11273	142	19	a	a	DET
easat-11273	142	20	convergence	convergence	NOUN
easat-11273	142	21	between	between	ADP
easat-11273	142	22	communication	communication	NOUN
easat-11273	142	23	engineering	engineering	NOUN
easat-11273	142	24	and	and	CCONJ
easat-11273	142	25	reinforcement	reinforcement	NOUN
easat-11273	142	26	learning	learning	NOUN
easat-11273	142	27	techniques	technique	NOUN
easat-11273	142	28	.	.	PUNCT
easat-11273	143	1	in	in	ADP
easat-11273	143	2	the	the	DET
easat-11273	143	3	natural	natural	ADJ
easat-11273	143	4	sciences	science	NOUN
easat-11273	143	5	,	,	PUNCT
easat-11273	143	6	the	the	DET
easat-11273	143	7	topic	topic	NOUN
easat-11273	143	8	structures	structure	NOUN
easat-11273	143	9	were	be	AUX
easat-11273	143	10	markedly	markedly	ADV
easat-11273	143	11	shaped	shape	VERB
easat-11273	143	12	by	by	ADP
easat-11273	143	13	data	datum	NOUN
easat-11273	143	14	-	-	PUNCT
easat-11273	143	15	driven	drive	VERB
easat-11273	143	16	experimentation	experimentation	NOUN
easat-11273	143	17	and	and	CCONJ
easat-11273	143	18	imaging	imaging	NOUN
easat-11273	143	19	technologies	technology	NOUN
easat-11273	143	20	.	.	PUNCT
easat-11273	144	1	keywords	keyword	NOUN
easat-11273	144	2	such	such	ADJ
easat-11273	144	3	as	as	ADP
easat-11273	144	4	mri	mri	NOUN
easat-11273	144	5	,	,	PUNCT
easat-11273	144	6	assessment	assessment	NOUN
easat-11273	144	7	,	,	PUNCT
easat-11273	144	8	tomography	tomography	NOUN
easat-11273	144	9	,	,	PUNCT
easat-11273	144	10	and	and	CCONJ
easat-11273	144	11	diagnostic	diagnostic	ADJ
easat-11273	144	12	prominently	prominently	ADV
easat-11273	144	13	emerged	emerge	VERB
easat-11273	144	14	,	,	PUNCT
easat-11273	144	15	highlighting	highlight	VERB
easat-11273	144	16	the	the	DET
easat-11273	144	17	application	application	NOUN
easat-11273	144	18	of	of	ADP
easat-11273	144	19	deep	deep	ADJ
easat-11273	144	20	learning	learning	NOUN
easat-11273	144	21	in	in	ADP
easat-11273	144	22	biomedical	biomedical	ADJ
easat-11273	144	23	image	image	NOUN
easat-11273	144	24	analysis	analysis	NOUN
easat-11273	144	25	and	and	CCONJ
easat-11273	144	26	structured	structured	ADJ
easat-11273	144	27	data	datum	NOUN
easat-11273	144	28	modeling	modeling	NOUN
easat-11273	144	29	.	.	PUNCT
easat-11273	145	1	this	this	PRON
easat-11273	145	2	aligns	align	VERB
easat-11273	145	3	closely	closely	ADV
easat-11273	145	4	with	with	ADP
easat-11273	145	5	ongoing	ongoing	ADJ
easat-11273	145	6	efforts	effort	NOUN
easat-11273	145	7	in	in	ADP
easat-11273	145	8	computational	computational	ADJ
easat-11273	145	9	biology	biology	NOUN
easat-11273	145	10	,	,	PUNCT
easat-11273	145	11	radiology	radiology	NOUN
easat-11273	145	12	,	,	PUNCT
easat-11273	145	13	and	and	CCONJ
easat-11273	145	14	environmental	environmental	ADJ
easat-11273	145	15	sensing	sensing	NOUN
easat-11273	145	16	,	,	PUNCT
easat-11273	145	17	where	where	SCONJ
easat-11273	145	18	ai	ai	VERB
easat-11273	145	19	methods	method	NOUN
easat-11273	145	20	are	be	AUX
easat-11273	145	21	used	use	VERB
easat-11273	145	22	to	to	PART
easat-11273	145	23	enhance	enhance	VERB
easat-11273	145	24	diagnostic	diagnostic	ADJ
easat-11273	145	25	accuracy	accuracy	NOUN
easat-11273	145	26	,	,	PUNCT
easat-11273	145	27	automate	automate	ADJ
easat-11273	145	28	complex	complex	ADJ
easat-11273	145	29	measurement	measurement	NOUN
easat-11273	145	30	pipelines	pipeline	NOUN
easat-11273	145	31	,	,	PUNCT
easat-11273	145	32	and	and	CCONJ
easat-11273	145	33	facilitate	facilitate	VERB
easat-11273	145	34	data	datum	NOUN
easat-11273	145	35	-	-	PUNCT
easat-11273	145	36	intensive	intensive	ADJ
easat-11273	145	37	discovery	discovery	NOUN
easat-11273	145	38	.	.	PUNCT
easat-11273	146	1	the	the	DET
easat-11273	146	2	relatively	relatively	ADV
easat-11273	146	3	high	high	ADJ
easat-11273	146	4	coherence	coherence	NOUN
easat-11273	146	5	scores	score	NOUN
easat-11273	146	6	obtained	obtain	VERB
easat-11273	146	7	in	in	ADP
easat-11273	146	8	this	this	DET
easat-11273	146	9	domain	domain	NOUN
easat-11273	146	10	underscore	underscore	VERB
easat-11273	146	11	the	the	DET
easat-11273	146	12	conceptual	conceptual	ADJ
easat-11273	146	13	tightness	tightness	NOUN
easat-11273	146	14	and	and	CCONJ
easat-11273	146	15	maturity	maturity	NOUN
easat-11273	146	16	of	of	ADP
easat-11273	146	17	deep	deep	ADJ
easat-11273	146	18	learning	learning	NOUN
easat-11273	146	19	research	research	NOUN
easat-11273	146	20	in	in	ADP
easat-11273	146	21	the	the	DET
easat-11273	146	22	natural	natural	ADJ
easat-11273	146	23	sciences	science	NOUN
easat-11273	146	24	,	,	PUNCT
easat-11273	146	25	where	where	SCONJ
easat-11273	146	26	model	model	NOUN
easat-11273	146	27	performance	performance	NOUN
easat-11273	146	28	is	be	AUX
easat-11273	146	29	often	often	ADV
easat-11273	146	30	evaluated	evaluate	VERB
easat-11273	146	31	within	within	ADP
easat-11273	146	32	highly	highly	ADV
easat-11273	146	33	standardized	standardized	ADJ
easat-11273	146	34	experimental	experimental	ADJ
easat-11273	146	35	protocols	protocol	NOUN
easat-11273	146	36	.	.	PUNCT
easat-11273	147	1	in	in	ADP
easat-11273	147	2	contrast	contrast	NOUN
easat-11273	147	3	,	,	PUNCT
easat-11273	147	4	the	the	DET
easat-11273	147	5	social	social	ADJ
easat-11273	147	6	sciences	sciences	PROPN
easat-11273	147	7	exhibited	exhibit	VERB
easat-11273	147	8	a	a	DET
easat-11273	147	9	more	more	ADV
easat-11273	147	10	diverse	diverse	ADJ
easat-11273	147	11	and	and	CCONJ
easat-11273	147	12	exploratory	exploratory	ADJ
easat-11273	147	13	set	set	NOUN
easat-11273	147	14	of	of	ADP
easat-11273	147	15	topic	topic	NOUN
easat-11273	147	16	patterns	pattern	NOUN
easat-11273	147	17	.	.	PUNCT
easat-11273	148	1	thematic	thematic	ADJ
easat-11273	148	2	clusters	cluster	NOUN
easat-11273	148	3	included	include	VERB
easat-11273	148	4	ensemble	ensemble	ADJ
easat-11273	148	5	learning	learning	NOUN
easat-11273	148	6	methods	method	NOUN
easat-11273	148	7	,	,	PUNCT
easat-11273	148	8	socioeconomic	socioeconomic	ADJ
easat-11273	148	9	forecasting	forecasting	NOUN
easat-11273	148	10	,	,	PUNCT
easat-11273	148	11	behavioral	behavioral	ADJ
easat-11273	148	12	analytics	analytic	NOUN
easat-11273	148	13	,	,	PUNCT
easat-11273	148	14	and	and	CCONJ
easat-11273	148	15	policy	policy	NOUN
easat-11273	148	16	modeling	modeling	NOUN
easat-11273	148	17	.	.	PUNCT
easat-11273	149	1	representative	representative	ADJ
easat-11273	149	2	keywords	keyword	NOUN
easat-11273	149	3	such	such	ADJ
easat-11273	149	4	as	as	ADP
easat-11273	149	5	forecasting	forecasting	NOUN
easat-11273	149	6	,	,	PUNCT
easat-11273	149	7	ensemble	ensemble	ADJ
easat-11273	149	8	,	,	PUNCT
easat-11273	149	9	framework	framework	NOUN
easat-11273	149	10	,	,	PUNCT
easat-11273	149	11	and	and	CCONJ
easat-11273	149	12	algorithm	algorithm	NOUN
easat-11273	149	13	point	point	NOUN
easat-11273	149	14	to	to	ADP
easat-11273	149	15	a	a	DET
easat-11273	149	16	growing	grow	VERB
easat-11273	149	17	interest	interest	NOUN
easat-11273	149	18	in	in	ADP
easat-11273	149	19	integrating	integrate	VERB
easat-11273	149	20	computational	computational	ADJ
easat-11273	149	21	models	model	NOUN
easat-11273	149	22	into	into	ADP
easat-11273	149	23	the	the	DET
easat-11273	149	24	analysis	analysis	NOUN
easat-11273	149	25	of	of	ADP
easat-11273	149	26	complex	complex	ADJ
easat-11273	149	27	human	human	ADJ
easat-11273	149	28	systems	system	NOUN
easat-11273	149	29	.	.	PUNCT
easat-11273	150	1	the	the	DET
easat-11273	150	2	relatively	relatively	ADV
easat-11273	150	3	lower	low	ADJ
easat-11273	150	4	coherence	coherence	NOUN
easat-11273	150	5	scores	score	NOUN
easat-11273	150	6	observed	observe	VERB
easat-11273	150	7	for	for	ADP
easat-11273	150	8	this	this	DET
easat-11273	150	9	domain	domain	NOUN
easat-11273	150	10	reflect	reflect	VERB
easat-11273	150	11	the	the	DET
easat-11273	150	12	epistemic	epistemic	ADJ
easat-11273	150	13	heterogeneity	heterogeneity	NOUN
easat-11273	150	14	of	of	ADP
easat-11273	150	15	the	the	DET
easat-11273	150	16	social	social	ADJ
easat-11273	150	17	sciences	science	NOUN
easat-11273	150	18	,	,	PUNCT
easat-11273	150	19	where	where	SCONJ
easat-11273	150	20	qualitative	qualitative	ADJ
easat-11273	150	21	and	and	CCONJ
easat-11273	150	22	quantitative	quantitative	ADJ
easat-11273	150	23	methodologies	methodology	NOUN
easat-11273	150	24	often	often	ADV
easat-11273	150	25	coexist	coexist	VERB
easat-11273	150	26	.	.	PUNCT
easat-11273	151	1	this	this	DET
easat-11273	151	2	diversity	diversity	NOUN
easat-11273	151	3	,	,	PUNCT
easat-11273	151	4	however	however	ADV
easat-11273	151	5	,	,	PUNCT
easat-11273	151	6	should	should	AUX
easat-11273	151	7	not	not	PART
easat-11273	151	8	be	be	AUX
easat-11273	151	9	interpreted	interpret	VERB
easat-11273	151	10	as	as	ADP
easat-11273	151	11	a	a	DET
easat-11273	151	12	deficiency	deficiency	NOUN
easat-11273	151	13	;	;	PUNCT
easat-11273	151	14	rather	rather	ADV
easat-11273	151	15	,	,	PUNCT
easat-11273	151	16	it	it	PRON
easat-11273	151	17	suggests	suggest	VERB
easat-11273	151	18	that	that	SCONJ
easat-11273	151	19	deep	deep	ADJ
easat-11273	151	20	learning	learning	NOUN
easat-11273	151	21	is	be	AUX
easat-11273	151	22	still	still	ADV
easat-11273	151	23	in	in	ADP
easat-11273	151	24	the	the	DET
easat-11273	151	25	process	process	NOUN
easat-11273	151	26	of	of	ADP
easat-11273	151	27	being	be	AUX
easat-11273	151	28	culturally	culturally	ADV
easat-11273	151	29	and	and	CCONJ
easat-11273	151	30	methodologically	methodologically	ADV
easat-11273	151	31	assimilated	assimilate	VERB
easat-11273	151	32	into	into	ADP
easat-11273	151	33	social	social	ADJ
easat-11273	151	34	science	science	NOUN
easat-11273	151	35	research	research	NOUN
easat-11273	151	36	practices	practice	NOUN
easat-11273	151	37	.	.	PUNCT
easat-11273	152	1	despite	despite	SCONJ
easat-11273	152	2	these	these	DET
easat-11273	152	3	disciplinary	disciplinary	ADJ
easat-11273	152	4	distinctions	distinction	NOUN
easat-11273	152	5	,	,	PUNCT
easat-11273	152	6	the	the	DET
easat-11273	152	7	topic	topic	NOUN
easat-11273	152	8	models	model	NOUN
easat-11273	152	9	also	also	ADV
easat-11273	152	10	revealed	reveal	VERB
easat-11273	152	11	several	several	ADJ
easat-11273	152	12	shared	share	VERB
easat-11273	152	13	methodological	methodological	ADJ
easat-11273	152	14	trends	trend	NOUN
easat-11273	152	15	.	.	PUNCT
easat-11273	153	1	across	across	ADP
easat-11273	153	2	all	all	DET
easat-11273	153	3	domains	domain	NOUN
easat-11273	153	4	,	,	PUNCT
easat-11273	153	5	keywords	keyword	NOUN
easat-11273	153	6	such	such	ADJ
easat-11273	153	7	as	as	ADP
easat-11273	153	8	model	model	NOUN
easat-11273	153	9	,	,	PUNCT
easat-11273	153	10	analysis	analysis	NOUN
easat-11273	153	11	,	,	PUNCT
easat-11273	153	12	approach	approach	NOUN
easat-11273	153	13	,	,	PUNCT
easat-11273	153	14	and	and	CCONJ
easat-11273	153	15	framework	framework	NOUN
easat-11273	153	16	were	be	AUX
easat-11273	153	17	frequently	frequently	ADV
easat-11273	153	18	observed	observe	VERB
easat-11273	153	19	.	.	PUNCT
easat-11273	154	1	this	this	DET
easat-11273	154	2	convergence	convergence	NOUN
easat-11273	154	3	indicates	indicate	VERB
easat-11273	154	4	that	that	SCONJ
easat-11273	154	5	while	while	SCONJ
easat-11273	154	6	the	the	DET
easat-11273	154	7	applications	application	NOUN
easat-11273	154	8	of	of	ADP
easat-11273	154	9	deep	deep	ADJ
easat-11273	154	10	learning	learning	NOUN
easat-11273	154	11	differ	differ	VERB
easat-11273	154	12	by	by	ADP
easat-11273	154	13	field	field	NOUN
easat-11273	154	14	,	,	PUNCT
easat-11273	154	15	the	the	DET
easat-11273	154	16	underlying	underlying	ADJ
easat-11273	154	17	computational	computational	ADJ
easat-11273	154	18	strategies	strategy	NOUN
easat-11273	154	19	are	be	AUX
easat-11273	154	20	becoming	becoming	AUX
easat-11273	154	21	increasingly	increasingly	ADV
easat-11273	154	22	standardized	standardize	VERB
easat-11273	154	23	.	.	PUNCT
easat-11273	155	1	the	the	DET
easat-11273	155	2	widespread	widespread	ADJ
easat-11273	155	3	adoption	adoption	NOUN
easat-11273	155	4	of	of	ADP
easat-11273	155	5	hybrid	hybrid	ADJ
easat-11273	155	6	modeling	modeling	NOUN
easat-11273	155	7	frameworks	framework	NOUN
easat-11273	155	8	,	,	PUNCT
easat-11273	155	9	sensor	sensor	NOUN
easat-11273	155	10	-	-	PUNCT
easat-11273	155	11	integrated	integrate	VERB
easat-11273	155	12	architectures	architecture	NOUN
easat-11273	155	13	,	,	PUNCT
easat-11273	155	14	and	and	CCONJ
easat-11273	155	15	automated	automate	VERB
easat-11273	155	16	image	image	NOUN
easat-11273	155	17	-	-	PUNCT
easat-11273	155	18	based	base	VERB
easat-11273	155	19	systems	system	NOUN
easat-11273	155	20	suggests	suggest	VERB
easat-11273	155	21	a	a	DET
easat-11273	155	22	cross	cross	ADJ
easat-11273	155	23	-	-	ADJ
easat-11273	155	24	disciplinary	disciplinary	ADJ
easat-11273	155	25	movement	movement	NOUN
easat-11273	155	26	toward	toward	ADP
easat-11273	155	27	modular	modular	ADJ
easat-11273	155	28	,	,	PUNCT
easat-11273	155	29	reusable	reusable	ADJ
easat-11273	155	30	deep	deep	ADJ
easat-11273	155	31	learning	learning	NOUN
easat-11273	155	32	solutions	solution	NOUN
easat-11273	155	33	.	.	PUNCT
easat-11273	156	1	72	72	NUM
easat-11273	156	2	edelweiss	edelweiss	PROPN
easat-11273	156	3	applied	apply	VERB
easat-11273	156	4	science	science	NOUN
easat-11273	156	5	and	and	CCONJ
easat-11273	156	6	technology	technology	NOUN
easat-11273	156	7	issn	issn	PROPN
easat-11273	156	8	:	:	PUNCT
easat-11273	156	9	2576	2576	NUM
easat-11273	156	10	-	-	SYM
easat-11273	156	11	8484	8484	NUM
easat-11273	156	12	vol	vol	NOUN
easat-11273	156	13	.	.	PROPN
easat-11273	157	1	9	9	NUM
easat-11273	157	2	,	,	PUNCT
easat-11273	157	3	no	no	INTJ
easat-11273	157	4	.	.	NOUN
easat-11273	157	5	12	12	NUM
easat-11273	157	6	:	:	PUNCT
easat-11273	157	7	66	66	NUM
easat-11273	157	8	-	-	SYM
easat-11273	157	9	80	80	NUM
easat-11273	157	10	,	,	PUNCT
easat-11273	157	11	2025	2025	NUM
easat-11273	157	12	doi	doi	NOUN
easat-11273	157	13	:	:	PUNCT
easat-11273	157	14	10.55214/2576	10.55214/2576	NUM
easat-11273	157	15	-	-	SYM
easat-11273	157	16	8484.v9i12.11273	8484.v9i12.11273	NOUN
easat-11273	158	1	©	©	PROPN
easat-11273	158	2	2025	2025	NUM
easat-11273	158	3	by	by	ADP
easat-11273	158	4	the	the	DET
easat-11273	158	5	author	author	NOUN
easat-11273	158	6	;	;	PUNCT
easat-11273	158	7	licensee	licensee	PROPN
easat-11273	158	8	learning	learning	NOUN
easat-11273	158	9	gate	gate	NOUN
easat-11273	158	10	4.1	4.1	NUM
easat-11273	158	11	.	.	PUNCT
easat-11273	159	1	engineering	engineer	VERB
easat-11273	159	2	the	the	DET
easat-11273	159	3	engineering	engineering	NOUN
easat-11273	159	4	domain	domain	NOUN
easat-11273	159	5	revealed	reveal	VERB
easat-11273	159	6	highly	highly	ADV
easat-11273	159	7	coherent	coherent	ADJ
easat-11273	159	8	and	and	CCONJ
easat-11273	159	9	application	application	NOUN
easat-11273	159	10	-	-	PUNCT
easat-11273	159	11	driven	drive	VERB
easat-11273	159	12	topics	topic	NOUN
easat-11273	159	13	,	,	PUNCT
easat-11273	159	14	reflecting	reflect	VERB
easat-11273	159	15	the	the	DET
easat-11273	159	16	field	field	NOUN
easat-11273	159	17	’s	’s	PART
easat-11273	159	18	long	long	ADV
easat-11273	159	19	-	-	PUNCT
easat-11273	159	20	standing	stand	VERB
easat-11273	159	21	emphasis	emphasis	NOUN
easat-11273	159	22	on	on	ADP
easat-11273	159	23	technological	technological	ADJ
easat-11273	159	24	implementation	implementation	NOUN
easat-11273	159	25	,	,	PUNCT
easat-11273	159	26	system	system	NOUN
easat-11273	159	27	optimization	optimization	NOUN
easat-11273	159	28	,	,	PUNCT
easat-11273	159	29	and	and	CCONJ
easat-11273	159	30	real	real	ADJ
easat-11273	159	31	-	-	PUNCT
easat-11273	159	32	time	time	NOUN
easat-11273	159	33	control	control	NOUN
easat-11273	159	34	.	.	PUNCT
easat-11273	160	1	the	the	DET
easat-11273	160	2	four	four	NUM
easat-11273	160	3	dominant	dominant	ADJ
easat-11273	160	4	themes	theme	NOUN
easat-11273	160	5	identified	identify	VERB
easat-11273	160	6	through	through	ADP
easat-11273	160	7	topic	topic	NOUN
easat-11273	160	8	modeling	modeling	NOUN
easat-11273	160	9	encapsulate	encapsulate	VERB
easat-11273	160	10	key	key	ADJ
easat-11273	160	11	areas	area	NOUN
easat-11273	160	12	where	where	SCONJ
easat-11273	160	13	deep	deep	ADJ
easat-11273	160	14	learning	learning	NOUN
easat-11273	160	15	is	be	AUX
easat-11273	160	16	being	be	AUX
easat-11273	160	17	operationalized	operationalize	VERB
easat-11273	160	18	to	to	PART
easat-11273	160	19	enhance	enhance	VERB
easat-11273	160	20	system	system	NOUN
easat-11273	160	21	intelligence	intelligence	NOUN
easat-11273	160	22	,	,	PUNCT
easat-11273	160	23	autonomy	autonomy	NOUN
easat-11273	160	24	,	,	PUNCT
easat-11273	160	25	and	and	CCONJ
easat-11273	160	26	adaptability	adaptability	NOUN
easat-11273	160	27	.	.	PUNCT
easat-11273	161	1	•	•	NUM
easat-11273	161	2	reinforcement	reinforcement	NOUN
easat-11273	161	3	learning	learning	NOUN
easat-11273	161	4	and	and	CCONJ
easat-11273	161	5	mimo	mimo	PROPN
easat-11273	161	6	communication	communication	NOUN
easat-11273	161	7	systems	system	NOUN
easat-11273	161	8	:	:	PUNCT
easat-11273	161	9	one	one	NUM
easat-11273	161	10	major	major	ADJ
easat-11273	161	11	topic	topic	NOUN
easat-11273	161	12	cluster	cluster	NOUN
easat-11273	161	13	focused	focus	VERB
easat-11273	161	14	on	on	ADP
easat-11273	161	15	the	the	DET
easat-11273	161	16	integration	integration	NOUN
easat-11273	161	17	of	of	ADP
easat-11273	161	18	reinforcement	reinforcement	NOUN
easat-11273	161	19	learning	learning	NOUN
easat-11273	161	20	algorithms	algorithm	NOUN
easat-11273	161	21	with	with	ADP
easat-11273	161	22	multiple	multiple	ADJ
easat-11273	161	23	-	-	PUNCT
easat-11273	161	24	input	input	NOUN
easat-11273	161	25	multiple	multiple	ADJ
easat-11273	161	26	-	-	PUNCT
easat-11273	161	27	output	output	NOUN
easat-11273	161	28	(	(	PUNCT
easat-11273	161	29	mi	mi	PROPN
easat-11273	161	30	mo	mo	PROPN
easat-11273	161	31	)	)	PUNCT
easat-11273	161	32	architectures	architecture	NOUN
easat-11273	161	33	.	.	PUNCT
easat-11273	162	1	the	the	DET
easat-11273	162	2	presence	presence	NOUN
easat-11273	162	3	of	of	ADP
easat-11273	162	4	keywords	keyword	NOUN
easat-11273	162	5	such	such	ADJ
easat-11273	162	6	as	as	ADP
easat-11273	162	7	mimo	mimo	PROPN
easat-11273	162	8	,	,	PUNCT
easat-11273	162	9	channel	channel	NOUN
easat-11273	162	10	,	,	PUNCT
easat-11273	162	11	reinforcement	reinforcement	NOUN
easat-11273	162	12	,	,	PUNCT
easat-11273	162	13	and	and	CCONJ
easat-11273	162	14	tracking	track	VERB
easat-11273	162	15	in	in	ADP
easat-11273	162	16	dicates	dicate	NOUN
easat-11273	162	17	a	a	DET
easat-11273	162	18	strong	strong	ADJ
easat-11273	162	19	research	research	NOUN
easat-11273	162	20	focus	focus	NOUN
easat-11273	162	21	on	on	ADP
easat-11273	162	22	adaptive	adaptive	ADJ
easat-11273	162	23	signal	signal	NOUN
easat-11273	162	24	processing	processing	NOUN
easat-11273	162	25	,	,	PUNCT
easat-11273	162	26	network	network	NOUN
easat-11273	162	27	throughput	throughput	NOUN
easat-11273	162	28	optimization	optimization	NOUN
easat-11273	162	29	,	,	PUNCT
easat-11273	162	30	and	and	CCONJ
easat-11273	162	31	real	real	ADJ
easat-11273	162	32	-	-	PUNCT
easat-11273	162	33	time	time	NOUN
easat-11273	162	34	learning	learning	NOUN
easat-11273	162	35	in	in	ADP
easat-11273	162	36	wireless	wireless	ADJ
easat-11273	162	37	communication	communication	NOUN
easat-11273	162	38	environments	environment	NOUN
easat-11273	162	39	.	.	PUNCT
easat-11273	163	1	this	this	DET
easat-11273	163	2	area	area	NOUN
easat-11273	163	3	benefits	benefit	VERB
easat-11273	163	4	from	from	ADP
easat-11273	163	5	deep	deep	ADJ
easat-11273	163	6	l	l	NOUN
easat-11273	163	7	earning	earning	NOUN
easat-11273	163	8	’s	’s	PART
easat-11273	163	9	ability	ability	NOUN
easat-11273	163	10	to	to	PART
easat-11273	163	11	model	model	VERB
easat-11273	163	12	dynamic	dynamic	ADJ
easat-11273	163	13	,	,	PUNCT
easat-11273	163	14	high	high	ADJ
easat-11273	163	15	-	-	PUNCT
easat-11273	163	16	dimensional	dimensional	ADJ
easat-11273	163	17	input	input	NOUN
easat-11273	163	18	spaces	space	NOUN
easat-11273	163	19	and	and	CCONJ
easat-11273	163	20	adjust	adjust	VERB
easat-11273	163	21	decision	decision	NOUN
easat-11273	163	22	policies	policy	NOUN
easat-11273	163	23	in	in	ADP
easat-11273	163	24	uncertain	uncertain	ADJ
easat-11273	163	25	or	or	CCONJ
easat-11273	163	26	variable	variable	ADJ
easat-11273	163	27	conditions	condition	NOUN
easat-11273	163	28	.	.	PUNCT
easat-11273	164	1	•	•	NUM
easat-11273	164	2	image	image	NOUN
easat-11273	164	3	-	-	PUNCT
easat-11273	164	4	based	base	VERB
easat-11273	164	5	automation	automation	NOUN
easat-11273	164	6	and	and	CCONJ
easat-11273	164	7	hybrid	hybrid	ADJ
easat-11273	164	8	neural	neural	ADJ
easat-11273	164	9	networks	network	NOUN
easat-11273	164	10	:	:	PUNCT
easat-11273	164	11	another	another	DET
easat-11273	164	12	key	key	ADJ
easat-11273	164	13	topic	topic	NOUN
easat-11273	164	14	involved	involve	VERB
easat-11273	164	15	the	the	DET
easat-11273	164	16	use	use	NOUN
easat-11273	164	17	of	of	ADP
easat-11273	164	18	con	con	PROPN
easat-11273	164	19	volutional	volutional	ADJ
easat-11273	164	20	and	and	CCONJ
easat-11273	164	21	hybrid	hybrid	ADJ
easat-11273	164	22	neural	neural	ADJ
easat-11273	164	23	network	network	NOUN
easat-11273	164	24	models	model	NOUN
easat-11273	164	25	for	for	ADP
easat-11273	164	26	automated	automate	VERB
easat-11273	164	27	image	image	NOUN
easat-11273	164	28	analysis	analysis	NOUN
easat-11273	164	29	.	.	PUNCT
easat-11273	165	1	keywords	keyword	NOUN
easat-11273	165	2	like	like	ADP
easat-11273	165	3	imag	imag	PROPN
easat-11273	165	4	e	e	PROPN
easat-11273	165	5	,	,	PUNCT
easat-11273	165	6	automatic	automatic	ADJ
easat-11273	165	7	,	,	PUNCT
easat-11273	165	8	review	review	NOUN
easat-11273	165	9	,	,	PUNCT
easat-11273	165	10	and	and	CCONJ
easat-11273	165	11	optical	optical	ADJ
easat-11273	165	12	suggest	suggest	VERB
easat-11273	165	13	that	that	SCONJ
easat-11273	165	14	engineering	engineering	NOUN
easat-11273	165	15	applications	application	NOUN
easat-11273	165	16	are	be	AUX
easat-11273	165	17	advancing	advance	VERB
easat-11273	165	18	in	in	ADP
easat-11273	165	19	areas	area	NOUN
easat-11273	165	20	such	such	ADJ
easat-11273	165	21	as	as	ADP
easat-11273	165	22	industrial	industrial	ADJ
easat-11273	165	23	inspection	inspection	NOUN
easat-11273	165	24	,	,	PUNCT
easat-11273	165	25	object	object	NOUN
easat-11273	165	26	detection	detection	NOUN
easat-11273	165	27	,	,	PUNCT
easat-11273	165	28	and	and	CCONJ
easat-11273	165	29	computer	computer	NOUN
easat-11273	165	30	-	-	PUNCT
easat-11273	165	31	aided	aid	VERB
easat-11273	165	32	visual	visual	ADJ
easat-11273	165	33	assessment	assessment	NOUN
easat-11273	165	34	.	.	PUNCT
easat-11273	166	1	these	these	DET
easat-11273	166	2	technolo	technolo	ADJ
easat-11273	166	3	gies	gy	NOUN
easat-11273	166	4	are	be	AUX
easat-11273	166	5	increasingly	increasingly	ADV
easat-11273	166	6	deployed	deploy	VERB
easat-11273	166	7	in	in	ADP
easat-11273	166	8	manufacturing	manufacturing	NOUN
easat-11273	166	9	pipelines	pipeline	NOUN
easat-11273	166	10	,	,	PUNCT
easat-11273	166	11	quality	quality	NOUN
easat-11273	166	12	assurance	assurance	NOUN
easat-11273	166	13	systems	system	NOUN
easat-11273	166	14	,	,	PUNCT
easat-11273	166	15	and	and	CCONJ
easat-11273	166	16	roboti	roboti	NOUN
easat-11273	166	17	c	c	PROPN
easat-11273	166	18	vision	vision	NOUN
easat-11273	166	19	,	,	PUNCT
easat-11273	166	20	where	where	SCONJ
easat-11273	166	21	accuracy	accuracy	NOUN
easat-11273	166	22	,	,	PUNCT
easat-11273	166	23	speed	speed	NOUN
easat-11273	166	24	,	,	PUNCT
easat-11273	166	25	and	and	CCONJ
easat-11273	166	26	scalability	scalability	NOUN
easat-11273	166	27	are	be	AUX
easat-11273	166	28	paramount	paramount	ADJ
easat-11273	166	29	.	.	PUNCT
easat-11273	167	1	•	•	ADP
easat-11273	167	2	sensor	sensor	NOUN
easat-11273	167	3	-	-	PUNCT
easat-11273	167	4	integrated	integrate	VERB
easat-11273	167	5	control	control	NOUN
easat-11273	167	6	and	and	CCONJ
easat-11273	167	7	monitoring	monitoring	NOUN
easat-11273	167	8	systems	system	NOUN
easat-11273	167	9	:	:	PUNCT
easat-11273	167	10	deep	deep	ADJ
easat-11273	167	11	learning	learning	NOUN
easat-11273	167	12	is	be	AUX
easat-11273	167	13	also	also	ADV
easat-11273	167	14	being	be	AUX
easat-11273	167	15	embedded	embed	VERB
easat-11273	167	16	in	in	ADP
easat-11273	167	17	cyb	cyb	PROPN
easat-11273	167	18	er	er	INTJ
easat-11273	167	19	-	-	PUNCT
easat-11273	167	20	physical	physical	ADJ
easat-11273	167	21	systems	system	NOUN
easat-11273	167	22	where	where	SCONJ
easat-11273	167	23	sensor	sensor	NOUN
easat-11273	167	24	data	datum	NOUN
easat-11273	167	25	must	must	AUX
easat-11273	167	26	be	be	AUX
easat-11273	167	27	interpreted	interpret	VERB
easat-11273	167	28	and	and	CCONJ
easat-11273	167	29	acted	act	VERB
easat-11273	167	30	upon	upon	SCONJ
easat-11273	167	31	in	in	ADP
easat-11273	167	32	real	real	ADJ
easat-11273	167	33	time	time	NOUN
easat-11273	167	34	.	.	PUNCT
easat-11273	168	1	topic	topic	NOUN
easat-11273	168	2	te	te	ADP
easat-11273	168	3	rms	rm	NOUN
easat-11273	168	4	such	such	ADJ
easat-11273	168	5	as	as	ADP
easat-11273	168	6	monitoring	monitoring	NOUN
easat-11273	168	7	,	,	PUNCT
easat-11273	168	8	control	control	NOUN
easat-11273	168	9	,	,	PUNCT
easat-11273	168	10	modeling	modeling	NOUN
easat-11273	168	11	,	,	PUNCT
easat-11273	168	12	and	and	CCONJ
easat-11273	168	13	sensing	sense	VERB
easat-11273	168	14	indicate	indicate	VERB
easat-11273	168	15	a	a	DET
easat-11273	168	16	fusion	fusion	NOUN
easat-11273	168	17	of	of	ADP
easat-11273	168	18	traditional	traditional	ADJ
easat-11273	168	19	control	control	NOUN
easat-11273	168	20	theor	theor	PROPN
easat-11273	168	21	y	y	PROPN
easat-11273	168	22	with	with	ADP
easat-11273	168	23	neural	neural	ADJ
easat-11273	168	24	inference	inference	NOUN
easat-11273	168	25	mechanisms	mechanism	NOUN
easat-11273	168	26	.	.	PUNCT
easat-11273	169	1	applications	application	NOUN
easat-11273	169	2	span	span	VERB
easat-11273	169	3	from	from	ADP
easat-11273	169	4	smart	smart	ADJ
easat-11273	169	5	grids	grid	NOUN
easat-11273	169	6	and	and	CCONJ
easat-11273	169	7	hvac	hvac	PROPN
easat-11273	169	8	systems	system	NOUN
easat-11273	169	9	to	to	ADP
easat-11273	169	10	autonomous	autonomous	ADJ
easat-11273	169	11	vehicles	vehicle	NOUN
easat-11273	169	12	,	,	PUNCT
easat-11273	169	13	where	where	SCONJ
easat-11273	169	14	sensor	sensor	NOUN
easat-11273	169	15	fusion	fusion	NOUN
easat-11273	169	16	and	and	CCONJ
easat-11273	169	17	predictive	predictive	ADJ
easat-11273	169	18	modeling	modeling	NOUN
easat-11273	169	19	enable	enable	ADJ
easat-11273	169	20	context	context	NOUN
easat-11273	169	21	-	-	PUNCT
easat-11273	169	22	aware	aware	ADJ
easat-11273	169	23	control	control	NOUN
easat-11273	169	24	under	under	ADP
easat-11273	169	25	uncertain	uncertain	ADJ
easat-11273	169	26	or	or	CCONJ
easat-11273	169	27	rapidly	rapidly	ADV
easat-11273	169	28	changing	change	VERB
easat-11273	169	29	conditions	condition	NOUN
easat-11273	169	30	.	.	PUNCT
easat-11273	170	1	•	•	NOUN
easat-11273	170	2	frameworks	framework	NOUN
easat-11273	170	3	for	for	ADP
easat-11273	170	4	robust	robust	ADJ
easat-11273	170	5	pattern	pattern	NOUN
easat-11273	170	6	recognition	recognition	NOUN
easat-11273	170	7	:	:	PUNCT
easat-11273	170	8	the	the	DET
easat-11273	170	9	fourth	fourth	ADJ
easat-11273	170	10	thematic	thematic	ADJ
easat-11273	170	11	cluster	cluster	NOUN
easat-11273	170	12	centers	center	NOUN
easat-11273	170	13	around	around	ADP
easat-11273	170	14	architec	architec	ADJ
easat-11273	170	15	tural	tural	ADJ
easat-11273	170	16	frameworks	framework	NOUN
easat-11273	170	17	and	and	CCONJ
easat-11273	170	18	algorithmic	algorithmic	ADJ
easat-11273	170	19	designs	design	NOUN
easat-11273	170	20	for	for	ADP
easat-11273	170	21	robust	robust	ADJ
easat-11273	170	22	feature	feature	NOUN
easat-11273	170	23	extraction	extraction	NOUN
easat-11273	170	24	and	and	CCONJ
easat-11273	170	25	pattern	pattern	NOUN
easat-11273	170	26	classificatio	classificatio	NOUN
easat-11273	170	27	n.	n.	PROPN
easat-11273	170	28	keywords	keyword	NOUN
easat-11273	170	29	like	like	ADP
easat-11273	170	30	framework	framework	NOUN
easat-11273	170	31	,	,	PUNCT
easat-11273	170	32	features	feature	NOUN
easat-11273	170	33	,	,	PUNCT
easat-11273	170	34	planning	planning	NOUN
easat-11273	170	35	,	,	PUNCT
easat-11273	170	36	and	and	CCONJ
easat-11273	170	37	architecture	architecture	NOUN
easat-11273	170	38	imply	imply	VERB
easat-11273	170	39	a	a	DET
easat-11273	170	40	concerted	concerted	ADJ
easat-11273	170	41	effort	effort	NOUN
easat-11273	170	42	to	to	PART
easat-11273	170	43	develop	develop	VERB
easat-11273	170	44	generalizable	generalizable	ADJ
easat-11273	170	45	systems	system	NOUN
easat-11273	170	46	that	that	PRON
easat-11273	170	47	can	can	AUX
easat-11273	170	48	be	be	AUX
easat-11273	170	49	adapted	adapt	VERB
easat-11273	170	50	across	across	ADP
easat-11273	170	51	various	various	ADJ
easat-11273	170	52	engineering	engineering	NOUN
easat-11273	170	53	domains	domain	NOUN
easat-11273	170	54	.	.	PUNCT
easat-11273	171	1	this	this	DET
easat-11273	171	2	research	research	NOUN
easat-11273	171	3	is	be	AUX
easat-11273	171	4	particularly	particularly	ADV
easat-11273	171	5	relevant	relevant	ADJ
easat-11273	171	6	for	for	ADP
easat-11273	171	7	scalable	scalable	ADJ
easat-11273	171	8	deployment	deployment	NOUN
easat-11273	171	9	in	in	ADP
easat-11273	171	10	edge	edge	NOUN
easat-11273	171	11	ai	ai	VERB
easat-11273	171	12	and	and	CCONJ
easat-11273	171	13	embedded	embed	VERB
easat-11273	171	14	inference	inference	NOUN
easat-11273	171	15	applications	application	NOUN
easat-11273	171	16	.	.	PUNCT
easat-11273	172	1	table	table	NOUN
easat-11273	172	2	1	1	NUM
easat-11273	172	3	.	.	PUNCT
easat-11273	173	1	top	top	ADJ
easat-11273	173	2	10	10	NUM
easat-11273	173	3	keywords	keyword	NOUN
easat-11273	173	4	extracted	extract	VERB
easat-11273	173	5	from	from	ADP
easat-11273	173	6	lda	lda	ADJ
easat-11273	173	7	topics	topic	NOUN
easat-11273	173	8	for	for	ADP
easat-11273	173	9	each	each	DET
easat-11273	173	10	domain	domain	NOUN
easat-11273	173	11	.	.	PUNCT
easat-11273	174	1	table	table	NOUN
easat-11273	174	2	1	1	NUM
easat-11273	174	3	summarizes	summarize	NOUN
easat-11273	174	4	the	the	DET
easat-11273	174	5	10	10	NUM
easat-11273	174	6	main	main	ADJ
easat-11273	174	7	keywords	keyword	NOUN
easat-11273	174	8	for	for	ADP
easat-11273	174	9	each	each	DET
easat-11273	174	10	topic	topic	NOUN
easat-11273	174	11	,	,	PUNCT
easat-11273	174	12	and	and	CCONJ
easat-11273	174	13	figure	figure	VERB
easat-11273	174	14	1	1	NUM
easat-11273	174	15	in	in	ADP
easat-11273	174	16	the	the	DET
easat-11273	174	17	appendix	appendix	NOUN
easat-11273	174	18	visualizes	visualize	VERB
easat-11273	174	19	the	the	DET
easat-11273	174	20	results	result	NOUN
easat-11273	174	21	.	.	PUNCT
easat-11273	175	1	the	the	DET
easat-11273	175	2	coherence	coherence	NOUN
easat-11273	175	3	score	score	NOUN
easat-11273	175	4	for	for	ADP
easat-11273	175	5	the	the	DET
easat-11273	175	6	engineering	engineering	NOUN
easat-11273	175	7	corpus	corpus	NOUN
easat-11273	175	8	was	be	AUX
easat-11273	175	9	0.5607	0.5607	NUM
easat-11273	175	10	,	,	PUNCT
easat-11273	175	11	and	and	CCONJ
easat-11273	175	12	the	the	DET
easat-11273	175	13	perplexity	perplexity	NOUN
easat-11273	175	14	was	be	AUX
easat-11273	175	15	measured	measure	VERB
easat-11273	175	16	at	at	ADP
easat-11273	175	17	-8.3560	-8.3560	PROPN
easat-11273	175	18	,	,	PUNCT
easat-11273	175	19	indicating	indicate	VERB
easat-11273	175	20	a	a	DET
easat-11273	175	21	favorable	favorable	ADJ
easat-11273	175	22	balance	balance	NOUN
easat-11273	175	23	between	between	ADP
easat-11273	175	24	topic	topic	NOUN
easat-11273	175	25	clarity	clarity	NOUN
easat-11273	175	26	and	and	CCONJ
easat-11273	175	27	predictive	predictive	ADJ
easat-11273	175	28	performance	performance	NOUN
easat-11273	175	29	.	.	PUNCT
easat-11273	176	1	notably	notably	ADV
easat-11273	176	2	,	,	PUNCT
easat-11273	176	3	frequently	frequently	ADV
easat-11273	176	4	appearing	appear	VERB
easat-11273	176	5	terms	term	NOUN
easat-11273	176	6	such	such	ADJ
easat-11273	176	7	as	as	ADP
easat-11273	176	8	network	network	NOUN
easat-11273	176	9	,	,	PUNCT
easat-11273	176	10	channel	channel	NOUN
easat-11273	176	11	,	,	PUNCT
easat-11273	176	12	and	and	CCONJ
easat-11273	176	13	monitoring	monitoring	NOUN
easat-11273	176	14	reinforce	reinforce	VERB
easat-11273	176	15	the	the	DET
easat-11273	176	16	inference	inference	NOUN
easat-11273	176	17	that	that	PRON
easat-11273	176	18	deep	deep	ADJ
easat-11273	176	19	learning	learning	NOUN
easat-11273	176	20	is	be	AUX
easat-11273	176	21	being	be	AUX
easat-11273	176	22	strategically	strategically	ADV
easat-11273	176	23	positioned	position	VERB
easat-11273	176	24	within	within	ADP
easat-11273	176	25	the	the	DET
easat-11273	176	26	infrastructure	infrastructure	NOUN
easat-11273	176	27	of	of	ADP
easat-11273	176	28	real	real	ADJ
easat-11273	176	29	-	-	PUNCT
easat-11273	176	30	time	time	NOUN
easat-11273	176	31	systems	system	NOUN
easat-11273	176	32	.	.	PUNCT
easat-11273	177	1	these	these	DET
easat-11273	177	2	findings	finding	NOUN
easat-11273	177	3	are	be	AUX
easat-11273	177	4	consistent	consistent	ADJ
easat-11273	177	5	with	with	ADP
easat-11273	177	6	contemporary	contemporary	ADJ
easat-11273	177	7	advances	advance	NOUN
easat-11273	177	8	in	in	ADP
easat-11273	177	9	robotics	robotic	NOUN
easat-11273	177	10	,	,	PUNCT
easat-11273	177	11	autonomous	autonomous	ADJ
easat-11273	177	12	navigation	navigation	NOUN
easat-11273	177	13	,	,	PUNCT
easat-11273	177	14	and	and	CCONJ
easat-11273	177	15	smart	smart	ADJ
easat-11273	177	16	manufacturing	manufacturing	NOUN
easat-11273	177	17	domains	domain	NOUN
easat-11273	177	18	[	[	X
easat-11273	177	19	13	13	NUM
easat-11273	177	20	,	,	PUNCT
easat-11273	177	21	14	14	NUM
easat-11273	177	22	]	]	PUNCT
easat-11273	177	23	.	.	PUNCT
easat-11273	178	1	furthermore	furthermore	ADV
easat-11273	178	2	,	,	PUNCT
easat-11273	178	3	the	the	DET
easat-11273	178	4	emergence	emergence	NOUN
easat-11273	178	5	of	of	ADP
easat-11273	178	6	terms	term	NOUN
easat-11273	178	7	like	like	ADP
easat-11273	178	8	fault	fault	NOUN
easat-11273	178	9	,	,	PUNCT
easat-11273	178	10	vehicle	vehicle	NOUN
easat-11273	178	11	,	,	PUNCT
easat-11273	178	12	and	and	CCONJ
easat-11273	178	13	sensor	sensor	NOUN
easat-11273	178	14	reveals	reveal	VERB
easat-11273	178	15	an	an	DET
easat-11273	178	16	increasing	increase	VERB
easat-11273	178	17	concern	concern	NOUN
easat-11273	178	18	with	with	ADP
easat-11273	178	19	reliability	reliability	NOUN
easat-11273	178	20	and	and	CCONJ
easat-11273	178	21	responsiveness	responsiveness	NOUN
easat-11273	178	22	hallmarks	hallmark	NOUN
easat-11273	178	23	of	of	ADP
easat-11273	178	24	modern	modern	ADJ
easat-11273	178	25	engineering	engineering	NOUN
easat-11273	178	26	systems	system	NOUN
easat-11273	178	27	operating	operate	VERB
easat-11273	178	28	at	at	ADP
easat-11273	178	29	the	the	DET
easat-11273	178	30	edge	edge	NOUN
easat-11273	178	31	.	.	PUNCT
easat-11273	179	1	the	the	DET
easat-11273	179	2	discipline	discipline	NOUN
easat-11273	179	3	&	&	CCONJ
easat-11273	179	4	topic	topic	NOUN
easat-11273	179	5	top	top	ADJ
easat-11273	179	6	keywords	keyword	NOUN
easat-11273	179	7	interpretation	interpretation	NOUN
easat-11273	179	8	engineering	engineering	NOUN
easat-11273	179	9	topic	topic	NOUN
easat-11273	179	10	0	0	PROPN
easat-11273	179	11	mimo	mimo	PROPN
easat-11273	179	12	,	,	PUNCT
easat-11273	179	13	image	image	NOUN
easat-11273	179	14	,	,	PUNCT
easat-11273	179	15	reinforcement	reinforcement	NOUN
easat-11273	179	16	,	,	PUNCT
easat-11273	179	17	systems	system	NOUN
easat-11273	179	18	,	,	PUNCT
easat-11273	179	19	massive	massive	ADJ
easat-11273	179	20	,	,	PUNCT
easat-11273	179	21	networks	network	NOUN
easat-11273	179	22	,	,	PUNCT
easat-11273	179	23	network	network	NOUN
easat-11273	179	24	,	,	PUNCT
easat-11273	179	25	channel	channel	NOUN
easat-11273	179	26	,	,	PUNCT
easat-11273	179	27	tracking	tracking	NOUN
easat-11273	179	28	,	,	PUNCT
easat-11273	179	29	assisted	assist	VERB
easat-11273	179	30	mimo	mimo	PROPN
easat-11273	179	31	systems	systems	PROPN
easat-11273	179	32	and	and	CCONJ
easat-11273	179	33	rl	rl	VERB
easat-11273	179	34	in	in	ADP
easat-11273	179	35	communications	communication	NOUN
easat-11273	179	36	engineering	engineering	NOUN
easat-11273	179	37	topic	topic	NOUN
easat-11273	179	38	1	1	NUM
easat-11273	179	39	image	image	NOUN
easat-11273	179	40	,	,	PUNCT
easat-11273	179	41	imaging	imaging	NOUN
easat-11273	179	42	,	,	PUNCT
easat-11273	179	43	approach	approach	NOUN
easat-11273	179	44	,	,	PUNCT
easat-11273	179	45	network	network	NOUN
easat-11273	179	46	,	,	PUNCT
easat-11273	179	47	automatic	automatic	ADJ
easat-11273	179	48	,	,	PUNCT
easat-11273	179	49	review	review	NOUN
easat-11273	179	50	,	,	PUNCT
easat-11273	179	51	automated	automate	VERB
easat-11273	179	52	,	,	PUNCT
easat-11273	179	53	optical	optical	ADJ
easat-11273	179	54	,	,	PUNCT
easat-11273	179	55	images	image	NOUN
easat-11273	179	56	,	,	PUNCT
easat-11273	179	57	analysis	analysis	NOUN
easat-11273	179	58	image	image	NOUN
easat-11273	179	59	processing	processing	NOUN
easat-11273	179	60	and	and	CCONJ
easat-11273	179	61	automated	automate	VERB
easat-11273	179	62	review	review	NOUN
easat-11273	179	63	systems	system	NOUN
easat-11273	179	64	engineering	engineering	NOUN
easat-11273	179	65	topic	topic	NOUN
easat-11273	179	66	2	2	NUM
easat-11273	179	67	framework	framework	NOUN
easat-11273	179	68	,	,	PUNCT
easat-11273	179	69	images	image	NOUN
easat-11273	179	70	,	,	PUNCT
easat-11273	179	71	fast	fast	ADJ
easat-11273	179	72	,	,	PUNCT
easat-11273	179	73	planning	planning	NOUN
easat-11273	179	74	,	,	PUNCT
easat-11273	179	75	data	datum	NOUN
easat-11273	179	76	,	,	PUNCT
easat-11273	179	77	detection	detection	NOUN
easat-11273	179	78	,	,	PUNCT
easat-11273	179	79	automated	automate	VERB
easat-11273	179	80	,	,	PUNCT
easat-11273	179	81	architecture	architecture	NOUN
easat-11273	179	82	,	,	PUNCT
easat-11273	179	83	analysis	analysis	NOUN
easat-11273	179	84	,	,	PUNCT
easat-11273	179	85	features	feature	VERB
easat-11273	179	86	high	high	ADJ
easat-11273	179	87	-	-	PUNCT
easat-11273	179	88	speed	speed	NOUN
easat-11273	179	89	image	image	NOUN
easat-11273	179	90	processing	processing	NOUN
easat-11273	179	91	frameworks	framework	NOUN
easat-11273	179	92	engineering	engineer	VERB
easat-11273	179	93	topic	topic	NOUN
easat-11273	179	94	3	3	NUM
easat-11273	179	95	model	model	NOUN
easat-11273	179	96	,	,	PUNCT
easat-11273	179	97	approach	approach	NOUN
easat-11273	179	98	,	,	PUNCT
easat-11273	179	99	method	method	NOUN
easat-11273	179	100	,	,	PUNCT
easat-11273	179	101	systems	system	NOUN
easat-11273	179	102	,	,	PUNCT
easat-11273	179	103	control	control	NOUN
easat-11273	179	104	,	,	PUNCT
easat-11273	179	105	channel	channel	NOUN
easat-11273	179	106	,	,	PUNCT
easat-11273	179	107	modeling	modeling	NOUN
easat-11273	179	108	,	,	PUNCT
easat-11273	179	109	image	image	NOUN
easat-11273	179	110	,	,	PUNCT
easat-11273	179	111	monitoring	monitoring	NOUN
easat-11273	179	112	,	,	PUNCT
easat-11273	179	113	sensing	sense	VERB
easat-11273	179	114	modeling	modeling	NOUN
easat-11273	179	115	and	and	CCONJ
easat-11273	179	116	sensing	sense	VERB
easat-11273	179	117	for	for	ADP
easat-11273	179	118	control	control	NOUN
easat-11273	179	119	systems	system	NOUN
easat-11273	179	120	73	73	NUM
easat-11273	179	121	edelweiss	edelweiss	PROPN
easat-11273	179	122	applied	apply	VERB
easat-11273	179	123	science	science	NOUN
easat-11273	179	124	and	and	CCONJ
easat-11273	179	125	technology	technology	NOUN
easat-11273	179	126	issn	issn	PROPN
easat-11273	179	127	:	:	PUNCT
easat-11273	179	128	2576	2576	NUM
easat-11273	179	129	-	-	SYM
easat-11273	179	130	8484	8484	NUM
easat-11273	179	131	vol	vol	NOUN
easat-11273	179	132	.	.	PROPN
easat-11273	180	1	9	9	NUM
easat-11273	180	2	,	,	PUNCT
easat-11273	180	3	no	no	INTJ
easat-11273	180	4	.	.	NOUN
easat-11273	180	5	12	12	NUM
easat-11273	180	6	:	:	PUNCT
easat-11273	180	7	66	66	NUM
easat-11273	180	8	-	-	SYM
easat-11273	180	9	80	80	NUM
easat-11273	180	10	,	,	PUNCT
easat-11273	180	11	2025	2025	NUM
easat-11273	180	12	doi	doi	NOUN
easat-11273	180	13	:	:	PUNCT
easat-11273	180	14	10.55214/2576	10.55214/2576	NUM
easat-11273	180	15	-	-	SYM
easat-11273	180	16	8484.v9i12.11273	8484.v9i12.11273	NOUN
easat-11273	181	1	©	©	PROPN
easat-11273	181	2	2025	2025	NUM
easat-11273	181	3	by	by	ADP
easat-11273	181	4	the	the	DET
easat-11273	181	5	author	author	NOUN
easat-11273	181	6	;	;	PUNCT
easat-11273	181	7	licensee	licensee	NOUN
easat-11273	181	8	learning	learn	VERB
easat-11273	181	9	gate	gate	NOUN
easat-11273	181	10	integration	integration	NOUN
easat-11273	181	11	of	of	ADP
easat-11273	181	12	deep	deep	ADJ
easat-11273	181	13	learning	learning	NOUN
easat-11273	181	14	into	into	ADP
easat-11273	181	15	these	these	DET
easat-11273	181	16	contexts	contexts	NOUN
easat-11273	181	17	is	be	AUX
easat-11273	181	18	facilitating	facilitate	VERB
easat-11273	181	19	more	more	ADV
easat-11273	181	20	adaptive	adaptive	ADJ
easat-11273	181	21	,	,	PUNCT
easat-11273	181	22	intelligent	intelligent	ADJ
easat-11273	181	23	control	control	NOUN
easat-11273	181	24	mechanisms	mechanism	NOUN
easat-11273	181	25	that	that	PRON
easat-11273	181	26	go	go	VERB
easat-11273	181	27	beyond	beyond	ADP
easat-11273	181	28	rule	rule	NOUN
easat-11273	181	29	-	-	PUNCT
easat-11273	181	30	based	base	VERB
easat-11273	181	31	logic	logic	NOUN
easat-11273	181	32	,	,	PUNCT
easat-11273	181	33	enabling	enable	VERB
easat-11273	181	34	proactive	proactive	ADJ
easat-11273	181	35	diagnostics	diagnostic	NOUN
easat-11273	181	36	,	,	PUNCT
easat-11273	181	37	context	context	NOUN
easat-11273	181	38	-	-	PUNCT
easat-11273	181	39	sensitive	sensitive	ADJ
easat-11273	181	40	actuation	actuation	NOUN
easat-11273	181	41	,	,	PUNCT
easat-11273	181	42	and	and	CCONJ
easat-11273	181	43	continuous	continuous	ADJ
easat-11273	181	44	system	system	NOUN
easat-11273	181	45	optimization	optimization	NOUN
easat-11273	181	46	.	.	PUNCT
easat-11273	182	1	taken	take	VERB
easat-11273	182	2	together	together	ADV
easat-11273	182	3	,	,	PUNCT
easat-11273	182	4	the	the	DET
easat-11273	182	5	engineering	engineering	NOUN
easat-11273	182	6	domain	domain	NOUN
easat-11273	182	7	’s	’s	PART
easat-11273	182	8	topic	topic	NOUN
easat-11273	182	9	landscape	landscape	NOUN
easat-11273	182	10	reflects	reflect	VERB
easat-11273	182	11	a	a	DET
easat-11273	182	12	mature	mature	ADJ
easat-11273	182	13	and	and	CCONJ
easat-11273	182	14	technologically	technologically	ADV
easat-11273	182	15	aligned	aligned	ADJ
easat-11273	182	16	adoption	adoption	NOUN
easat-11273	182	17	of	of	ADP
easat-11273	182	18	deep	deep	ADJ
easat-11273	182	19	learning	learning	NOUN
easat-11273	182	20	,	,	PUNCT
easat-11273	182	21	emphasizing	emphasize	VERB
easat-11273	182	22	functionality	functionality	NOUN
easat-11273	182	23	,	,	PUNCT
easat-11273	182	24	performance	performance	NOUN
easat-11273	182	25	,	,	PUNCT
easat-11273	182	26	and	and	CCONJ
easat-11273	182	27	operational	operational	ADJ
easat-11273	182	28	efficiency	efficiency	NOUN
easat-11273	182	29	.	.	PUNCT
easat-11273	183	1	this	this	PRON
easat-11273	183	2	suggests	suggest	VERB
easat-11273	183	3	not	not	PART
easat-11273	183	4	only	only	ADV
easat-11273	183	5	that	that	SCONJ
easat-11273	183	6	deep	deep	ADJ
easat-11273	183	7	learning	learning	NOUN
easat-11273	183	8	has	have	AUX
easat-11273	183	9	found	find	VERB
easat-11273	183	10	a	a	DET
easat-11273	183	11	stable	stable	ADJ
easat-11273	183	12	foothold	foothold	NOUN
easat-11273	183	13	within	within	ADP
easat-11273	183	14	engineering	engineering	NOUN
easat-11273	183	15	workflows	workflow	NOUN
easat-11273	183	16	but	but	CCONJ
easat-11273	183	17	also	also	ADV
easat-11273	183	18	that	that	SCONJ
easat-11273	183	19	it	it	PRON
easat-11273	183	20	is	be	AUX
easat-11273	183	21	actively	actively	ADV
easat-11273	183	22	transforming	transform	VERB
easat-11273	183	23	the	the	DET
easat-11273	183	24	design	design	NOUN
easat-11273	183	25	principles	principle	NOUN
easat-11273	183	26	and	and	CCONJ
easat-11273	183	27	architectures	architecture	NOUN
easat-11273	183	28	of	of	ADP
easat-11273	183	29	next	next	ADJ
easat-11273	183	30	-	-	PUNCT
easat-11273	183	31	generation	generation	NOUN
easat-11273	183	32	engineered	engineer	VERB
easat-11273	183	33	systems	system	NOUN
easat-11273	183	34	.	.	PUNCT
easat-11273	184	1	4.2	4.2	NUM
easat-11273	184	2	.	.	PUNCT
easat-11273	184	3	natural	natural	ADJ
easat-11273	184	4	sciences	science	NOUN
easat-11273	184	5	in	in	ADP
easat-11273	184	6	the	the	DET
easat-11273	184	7	natural	natural	ADJ
easat-11273	184	8	sciences	science	NOUN
easat-11273	184	9	,	,	PUNCT
easat-11273	184	10	the	the	DET
easat-11273	184	11	lda	lda	PROPN
easat-11273	184	12	topic	topic	NOUN
easat-11273	184	13	modeling	modeling	NOUN
easat-11273	184	14	revealed	reveal	VERB
easat-11273	184	15	four	four	NUM
easat-11273	184	16	thematically	thematically	ADV
easat-11273	184	17	distinct	distinct	ADJ
easat-11273	184	18	and	and	CCONJ
easat-11273	184	19	analytically	analytically	ADV
easat-11273	184	20	cohesive	cohesive	ADJ
easat-11273	184	21	topic	topic	NOUN
easat-11273	184	22	clusters	cluster	NOUN
easat-11273	184	23	,	,	PUNCT
easat-11273	184	24	each	each	PRON
easat-11273	184	25	reflecting	reflect	VERB
easat-11273	184	26	a	a	DET
easat-11273	184	27	strong	strong	ADJ
easat-11273	184	28	orientation	orientation	NOUN
easat-11273	184	29	toward	toward	ADP
easat-11273	184	30	empirical	empirical	ADJ
easat-11273	184	31	research	research	NOUN
easat-11273	184	32	,	,	PUNCT
easat-11273	184	33	quantitative	quantitative	ADJ
easat-11273	184	34	rigor	rigor	NOUN
easat-11273	184	35	,	,	PUNCT
easat-11273	184	36	and	and	CCONJ
easat-11273	184	37	domain	domain	NOUN
easat-11273	184	38	-	-	PUNCT
easat-11273	184	39	specific	specific	ADJ
easat-11273	184	40	problem	problem	NOUN
easat-11273	184	41	solving	solving	NOUN
easat-11273	184	42	.	.	PUNCT
easat-11273	185	1	compared	compare	VERB
easat-11273	185	2	to	to	ADP
easat-11273	185	3	engineering	engineering	NOUN
easat-11273	185	4	and	and	CCONJ
easat-11273	185	5	social	social	ADJ
easat-11273	185	6	sciences	science	NOUN
easat-11273	185	7	,	,	PUNCT
easat-11273	185	8	the	the	DET
easat-11273	185	9	topics	topic	NOUN
easat-11273	185	10	in	in	ADP
easat-11273	185	11	this	this	DET
easat-11273	185	12	field	field	NOUN
easat-11273	185	13	were	be	AUX
easat-11273	185	14	markedly	markedly	ADV
easat-11273	185	15	characterized	characterize	VERB
easat-11273	185	16	by	by	ADP
easat-11273	185	17	high	high	ADJ
easat-11273	185	18	-	-	PUNCT
easat-11273	185	19	dimensional	dimensional	ADJ
easat-11273	185	20	data	datum	NOUN
easat-11273	185	21	analysis	analysis	NOUN
easat-11273	185	22	and	and	CCONJ
easat-11273	185	23	precision	precision	NOUN
easat-11273	185	24	diagnostics	diagnostic	NOUN
easat-11273	185	25	.	.	PUNCT
easat-11273	186	1	these	these	DET
easat-11273	186	2	results	result	NOUN
easat-11273	186	3	align	align	VERB
easat-11273	186	4	with	with	ADP
easat-11273	186	5	the	the	DET
easat-11273	186	6	natural	natural	ADJ
easat-11273	186	7	sciences	science	NOUN
easat-11273	186	8	’	'	PUNCT
easat-11273	186	9	methodological	methodological	ADJ
easat-11273	186	10	emphasis	emphasis	NOUN
easat-11273	186	11	on	on	ADP
easat-11273	186	12	reproducibility	reproducibility	NOUN
easat-11273	186	13	,	,	PUNCT
easat-11273	186	14	data	datum	NOUN
easat-11273	186	15	accuracy	accuracy	NOUN
easat-11273	186	16	,	,	PUNCT
easat-11273	186	17	and	and	CCONJ
easat-11273	186	18	hypothesis	hypothesis	NOUN
easat-11273	186	19	-	-	PUNCT
easat-11273	186	20	driven	drive	VERB
easat-11273	186	21	inquiry	inquiry	NOUN
easat-11273	186	22	.	.	PUNCT
easat-11273	187	1	•	•	NUM
easat-11273	187	2	medical	medical	ADJ
easat-11273	187	3	image	image	NOUN
easat-11273	187	4	analysis	analysis	NOUN
easat-11273	187	5	for	for	ADP
easat-11273	187	6	cancer	cancer	NOUN
easat-11273	187	7	detection	detection	NOUN
easat-11273	187	8	using	use	VERB
easat-11273	187	9	mri	mri	NOUN
easat-11273	187	10	and	and	CCONJ
easat-11273	187	11	ct	ct	PRON
easat-11273	187	12	:	:	PUNCT
easat-11273	187	13	the	the	DET
easat-11273	187	14	most	most	ADV
easat-11273	187	15	prominent	prominent	ADJ
easat-11273	187	16	topic	topic	NOUN
easat-11273	187	17	cent	cent	NOUN
easat-11273	187	18	ers	er	NOUN
easat-11273	187	19	around	around	ADP
easat-11273	187	20	the	the	DET
easat-11273	187	21	application	application	NOUN
easat-11273	187	22	of	of	ADP
easat-11273	187	23	deep	deep	ADJ
easat-11273	187	24	learning	learning	NOUN
easat-11273	187	25	techniques	technique	NOUN
easat-11273	187	26	in	in	ADP
easat-11273	187	27	clinical	clinical	ADJ
easat-11273	187	28	radiology	radiology	NOUN
easat-11273	187	29	,	,	PUNCT
easat-11273	187	30	particularly	particularly	ADV
easat-11273	187	31	for	for	ADP
easat-11273	187	32	onco	onco	PROPN
easat-11273	187	33	logy	logy	NOUN
easat-11273	187	34	-	-	PUNCT
easat-11273	187	35	related	relate	VERB
easat-11273	187	36	tasks	task	NOUN
easat-11273	187	37	.	.	PUNCT
easat-11273	188	1	keywords	keyword	NOUN
easat-11273	188	2	such	such	ADJ
easat-11273	188	3	as	as	ADP
easat-11273	188	4	image	image	NOUN
easat-11273	188	5	,	,	PUNCT
easat-11273	188	6	cancer	cancer	NOUN
easat-11273	188	7	,	,	PUNCT
easat-11273	188	8	mri	mri	NOUN
easat-11273	188	9	,	,	PUNCT
easat-11273	188	10	tomography	tomography	NOUN
easat-11273	188	11	,	,	PUNCT
easat-11273	188	12	and	and	CCONJ
easat-11273	188	13	automatic	automatic	ADJ
easat-11273	188	14	indicate	indicate	VERB
easat-11273	188	15	inten	inten	VERB
easat-11273	188	16	sive	sive	ADJ
easat-11273	188	17	use	use	NOUN
easat-11273	188	18	of	of	ADP
easat-11273	188	19	convolutional	convolutional	ADJ
easat-11273	188	20	neural	neural	ADJ
easat-11273	188	21	networks	network	NOUN
easat-11273	188	22	(	(	PUNCT
easat-11273	188	23	cnns	cnns	PROPN
easat-11273	188	24	)	)	PUNCT
easat-11273	188	25	and	and	CCONJ
easat-11273	188	26	transformer	transformer	NOUN
easat-11273	188	27	-	-	PUNCT
easat-11273	188	28	based	base	VERB
easat-11273	188	29	models	model	NOUN
easat-11273	188	30	in	in	ADP
easat-11273	188	31	detecting	detect	VERB
easat-11273	188	32	an	an	DET
easat-11273	188	33	d	d	NOUN
easat-11273	188	34	classifying	classify	VERB
easat-11273	188	35	cancerous	cancerous	ADJ
easat-11273	188	36	tissues	tissue	NOUN
easat-11273	188	37	from	from	ADP
easat-11273	188	38	mri	mri	PROPN
easat-11273	188	39	,	,	PUNCT
easat-11273	188	40	ct	ct	PROPN
easat-11273	188	41	,	,	PUNCT
easat-11273	188	42	and	and	CCONJ
easat-11273	188	43	pet	pet	ADJ
easat-11273	188	44	scans	scan	NOUN
easat-11273	188	45	.	.	PUNCT
easat-11273	189	1	this	this	DET
easat-11273	189	2	research	research	NOUN
easat-11273	189	3	area	area	NOUN
easat-11273	189	4	is	be	AUX
easat-11273	189	5	critical	critical	ADJ
easat-11273	189	6	for	for	ADP
easat-11273	189	7	a	a	DET
easat-11273	189	8	dvancing	dvancing	NOUN
easat-11273	189	9	early	early	ADJ
easat-11273	189	10	diagnosis	diagnosis	NOUN
easat-11273	189	11	,	,	PUNCT
easat-11273	189	12	reducing	reduce	VERB
easat-11273	189	13	false	false	ADJ
easat-11273	189	14	positives	positive	NOUN
easat-11273	189	15	,	,	PUNCT
easat-11273	189	16	and	and	CCONJ
easat-11273	189	17	enabling	enable	VERB
easat-11273	189	18	non	non	ADJ
easat-11273	189	19	-	-	ADJ
easat-11273	189	20	invasive	invasive	ADJ
easat-11273	189	21	screening	screening	NOUN
easat-11273	189	22	protocol	protocol	NOUN
easat-11273	189	23	s.	s.	PROPN
easat-11273	189	24	•	•	PROPN
easat-11273	189	25	geospatial	geospatial	PROPN
easat-11273	189	26	and	and	CCONJ
easat-11273	189	27	seismic	seismic	ADJ
easat-11273	189	28	data	datum	NOUN
easat-11273	189	29	modeling	modeling	NOUN
easat-11273	189	30	:	:	PUNCT
easat-11273	189	31	another	another	DET
easat-11273	189	32	major	major	ADJ
easat-11273	189	33	topic	topic	NOUN
easat-11273	189	34	dealt	deal	VERB
easat-11273	189	35	with	with	ADP
easat-11273	189	36	the	the	DET
easat-11273	189	37	modeling	modeling	NOUN
easat-11273	189	38	of	of	ADP
easat-11273	189	39	earth	earth	NOUN
easat-11273	189	40	sci	sci	PROPN
easat-11273	189	41	ence	ence	PROPN
easat-11273	189	42	data	datum	NOUN
easat-11273	189	43	,	,	PUNCT
easat-11273	189	44	especially	especially	ADV
easat-11273	189	45	seismic	seismic	ADJ
easat-11273	189	46	signals	signal	NOUN
easat-11273	189	47	and	and	CCONJ
easat-11273	189	48	geographic	geographic	ADJ
easat-11273	189	49	information	information	NOUN
easat-11273	189	50	systems	system	NOUN
easat-11273	189	51	(	(	PUNCT
easat-11273	189	52	gis	gis	NOUN
easat-11273	189	53	)	)	PUNCT
easat-11273	189	54	.	.	PUNCT
easat-11273	190	1	the	the	DET
easat-11273	190	2	appearance	appearance	NOUN
easat-11273	190	3	of	of	ADP
easat-11273	190	4	keywords	keyword	NOUN
easat-11273	190	5	like	like	ADP
easat-11273	190	6	seismic	seismic	ADJ
easat-11273	190	7	,	,	PUNCT
easat-11273	190	8	surface	surface	NOUN
easat-11273	190	9	,	,	PUNCT
easat-11273	190	10	mapping	mapping	NOUN
easat-11273	190	11	,	,	PUNCT
easat-11273	190	12	and	and	CCONJ
easat-11273	190	13	workflow	workflow	NOUN
easat-11273	190	14	points	point	NOUN
easat-11273	190	15	to	to	ADP
easat-11273	190	16	a	a	DET
easat-11273	190	17	growing	grow	VERB
easat-11273	190	18	adoption	adoption	NOUN
easat-11273	190	19	of	of	ADP
easat-11273	190	20	deep	deep	ADJ
easat-11273	190	21	lear	lear	NOUN
easat-11273	190	22	ning	ning	NOUN
easat-11273	190	23	for	for	ADP
easat-11273	190	24	geophysical	geophysical	ADJ
easat-11273	190	25	signal	signal	NOUN
easat-11273	190	26	processing	processing	NOUN
easat-11273	190	27	,	,	PUNCT
easat-11273	190	28	landform	landform	NOUN
easat-11273	190	29	recognition	recognition	NOUN
easat-11273	190	30	,	,	PUNCT
easat-11273	190	31	and	and	CCONJ
easat-11273	190	32	hazard	hazard	NOUN
easat-11273	190	33	prediction	prediction	NOUN
easat-11273	190	34	.	.	PUNCT
easat-11273	191	1	these	these	DET
easat-11273	191	2	tech	tech	NOUN
easat-11273	191	3	niques	nique	NOUN
easat-11273	191	4	are	be	AUX
easat-11273	191	5	used	use	VERB
easat-11273	191	6	to	to	PART
easat-11273	191	7	improve	improve	VERB
easat-11273	191	8	the	the	DET
easat-11273	191	9	resolution	resolution	NOUN
easat-11273	191	10	and	and	CCONJ
easat-11273	191	11	speed	speed	NOUN
easat-11273	191	12	of	of	ADP
easat-11273	191	13	earthquake	earthquake	NOUN
easat-11273	191	14	detection	detection	NOUN
easat-11273	191	15	,	,	PUNCT
easat-11273	191	16	map	map	VERB
easat-11273	191	17	fault	fault	NOUN
easat-11273	191	18	lines	line	NOUN
easat-11273	191	19	,	,	PUNCT
easat-11273	191	20	and	and	CCONJ
easat-11273	191	21	support	support	VERB
easat-11273	191	22	natural	natural	ADJ
easat-11273	191	23	resource	resource	NOUN
easat-11273	191	24	exploration	exploration	NOUN
easat-11273	191	25	.	.	PUNCT
easat-11273	192	1	•	•	NUM
easat-11273	192	2	computer	computer	NOUN
easat-11273	192	3	-	-	PUNCT
easat-11273	192	4	aided	aid	VERB
easat-11273	192	5	diagnosis	diagnosis	NOUN
easat-11273	192	6	systems	system	NOUN
easat-11273	192	7	and	and	CCONJ
easat-11273	192	8	treatment	treatment	NOUN
easat-11273	192	9	planning	planning	NOUN
easat-11273	192	10	:	:	PUNCT
easat-11273	193	1	a	a	DET
easat-11273	193	2	third	third	ADJ
easat-11273	193	3	topic	topic	NOUN
easat-11273	193	4	focused	focus	VERB
easat-11273	193	5	on	on	ADP
easat-11273	193	6	systems	system	NOUN
easat-11273	193	7	de	de	VERB
easat-11273	193	8	signed	sign	VERB
easat-11273	193	9	to	to	PART
easat-11273	193	10	support	support	VERB
easat-11273	193	11	or	or	CCONJ
easat-11273	193	12	automate	automate	VERB
easat-11273	193	13	clinical	clinical	ADJ
easat-11273	193	14	decision	decision	NOUN
easat-11273	193	15	-	-	PUNCT
easat-11273	193	16	making	making	NOUN
easat-11273	193	17	.	.	PUNCT
easat-11273	194	1	keywords	keyword	NOUN
easat-11273	194	2	such	such	ADJ
easat-11273	194	3	as	as	ADP
easat-11273	194	4	assessment	assessment	NOUN
easat-11273	194	5	,	,	PUNCT
easat-11273	194	6	dose	dose	NOUN
easat-11273	194	7	,	,	PUNCT
easat-11273	194	8	prosta	prosta	NOUN
easat-11273	194	9	te	te	ADP
easat-11273	194	10	,	,	PUNCT
easat-11273	194	11	assisted	assist	VERB
easat-11273	194	12	,	,	PUNCT
easat-11273	194	13	and	and	CCONJ
easat-11273	194	14	study	study	NOUN
easat-11273	194	15	suggest	suggest	VERB
easat-11273	194	16	efforts	effort	NOUN
easat-11273	194	17	to	to	PART
easat-11273	194	18	refine	refine	VERB
easat-11273	194	19	treatment	treatment	NOUN
easat-11273	194	20	protocols	protocol	NOUN
easat-11273	194	21	in	in	ADP
easat-11273	194	22	radiation	radiation	NOUN
easat-11273	194	23	therapy	therapy	NOUN
easat-11273	194	24	,	,	PUNCT
easat-11273	194	25	urology	urology	NOUN
easat-11273	194	26	,	,	PUNCT
easat-11273	194	27	a	a	DET
easat-11273	194	28	nd	nd	ADV
easat-11273	194	29	personalized	personalize	VERB
easat-11273	194	30	medicine	medicine	NOUN
easat-11273	194	31	.	.	PUNCT
easat-11273	195	1	deep	deep	ADJ
easat-11273	195	2	learning	learning	NOUN
easat-11273	195	3	is	be	AUX
easat-11273	195	4	applied	apply	VERB
easat-11273	195	5	here	here	ADV
easat-11273	195	6	to	to	PART
easat-11273	195	7	predict	predict	VERB
easat-11273	195	8	patient	patient	ADJ
easat-11273	195	9	outcomes	outcome	NOUN
easat-11273	195	10	,	,	PUNCT
easat-11273	195	11	optimize	optimize	VERB
easat-11273	195	12	th	th	X
easat-11273	195	13	erapeutic	erapeutic	ADJ
easat-11273	195	14	regimens	regimen	NOUN
easat-11273	195	15	,	,	PUNCT
easat-11273	195	16	and	and	CCONJ
easat-11273	195	17	assist	assist	VERB
easat-11273	195	18	radiologists	radiologist	NOUN
easat-11273	195	19	and	and	CCONJ
easat-11273	195	20	oncologists	oncologist	NOUN
easat-11273	195	21	with	with	ADP
easat-11273	195	22	interpretive	interpretive	ADJ
easat-11273	195	23	tasks	task	NOUN
easat-11273	195	24	.	.	PUNCT
easat-11273	196	1	•	•	ADJ
easat-11273	196	2	multimodal	multimodal	NOUN
easat-11273	196	3	assessment	assessment	NOUN
easat-11273	196	4	frameworks	framework	NOUN
easat-11273	196	5	:	:	PUNCT
easat-11273	196	6	the	the	DET
easat-11273	196	7	fourth	fourth	ADJ
easat-11273	196	8	topic	topic	NOUN
easat-11273	196	9	was	be	AUX
easat-11273	196	10	more	more	ADV
easat-11273	196	11	methodological	methodological	ADJ
easat-11273	196	12	,	,	PUNCT
easat-11273	196	13	involving	involve	VERB
easat-11273	196	14	the	the	DET
easat-11273	196	15	f	f	PROPN
easat-11273	196	16	usion	usion	NOUN
easat-11273	196	17	of	of	ADP
easat-11273	196	18	heterogeneous	heterogeneous	ADJ
easat-11273	196	19	data	datum	NOUN
easat-11273	196	20	types	type	NOUN
easat-11273	196	21	for	for	ADP
easat-11273	196	22	integrated	integrated	ADJ
easat-11273	196	23	analysis	analysis	NOUN
easat-11273	196	24	.	.	PUNCT
easat-11273	197	1	terms	term	NOUN
easat-11273	197	2	such	such	ADJ
easat-11273	197	3	as	as	ADP
easat-11273	197	4	data	datum	NOUN
easat-11273	197	5	,	,	PUNCT
easat-11273	197	6	cell	cell	NOUN
easat-11273	197	7	,	,	PUNCT
easat-11273	197	8	framework	framework	NOUN
easat-11273	197	9	,	,	PUNCT
easat-11273	197	10	an	an	DET
easat-11273	197	11	d	d	PROPN
easat-11273	197	12	models	model	NOUN
easat-11273	197	13	reflect	reflect	VERB
easat-11273	197	14	the	the	DET
easat-11273	197	15	use	use	NOUN
easat-11273	197	16	of	of	ADP
easat-11273	197	17	deep	deep	ADJ
easat-11273	197	18	learning	learning	NOUN
easat-11273	197	19	to	to	PART
easat-11273	197	20	combine	combine	VERB
easat-11273	197	21	imaging	imaging	NOUN
easat-11273	197	22	,	,	PUNCT
easat-11273	197	23	genomic	genomic	NOUN
easat-11273	197	24	,	,	PUNCT
easat-11273	197	25	and	and	CCONJ
easat-11273	197	26	biophysical	biophysical	ADJ
easat-11273	197	27	data	data	PROPN
easat-11273	197	28	strea	strea	PROPN
easat-11273	197	29	ms	ms	PROPN
easat-11273	197	30	.	.	PROPN
easat-11273	198	1	this	this	DET
easat-11273	198	2	multimodal	multimodal	NOUN
easat-11273	198	3	approach	approach	NOUN
easat-11273	198	4	is	be	AUX
easat-11273	198	5	central	central	ADJ
easat-11273	198	6	to	to	ADP
easat-11273	198	7	systems	system	NOUN
easat-11273	198	8	biology	biology	NOUN
easat-11273	198	9	and	and	CCONJ
easat-11273	198	10	translational	translational	ADJ
easat-11273	198	11	research	research	NOUN
easat-11273	198	12	,	,	PUNCT
easat-11273	198	13	where	where	SCONJ
easat-11273	198	14	u	u	PROPN
easat-11273	198	15	nderstanding	nderstande	VERB
easat-11273	198	16	complex	complex	ADJ
easat-11273	198	17	interactions	interaction	NOUN
easat-11273	198	18	requires	require	VERB
easat-11273	198	19	synthesizing	synthesize	VERB
easat-11273	198	20	data	datum	NOUN
easat-11273	198	21	across	across	ADP
easat-11273	198	22	scales	scale	NOUN
easat-11273	198	23	and	and	CCONJ
easat-11273	198	24	modalities	modality	NOUN
easat-11273	198	25	.	.	PUNCT
easat-11273	199	1	table	table	NOUN
easat-11273	199	2	2	2	NUM
easat-11273	199	3	.	.	X
easat-11273	199	4	top	top	ADJ
easat-11273	199	5	10	10	NUM
easat-11273	199	6	keywords	keyword	NOUN
easat-11273	199	7	extracted	extract	VERB
easat-11273	199	8	from	from	ADP
easat-11273	199	9	lda	lda	ADJ
easat-11273	199	10	topics	topic	NOUN
easat-11273	199	11	for	for	ADP
easat-11273	199	12	natural	natural	ADJ
easat-11273	199	13	science	science	NOUN
easat-11273	199	14	.	.	PUNCT
easat-11273	200	1	discipline	discipline	NOUN
easat-11273	200	2	&	&	CCONJ
easat-11273	200	3	topic	topic	NOUN
easat-11273	200	4	top	top	ADJ
easat-11273	200	5	keywords	keyword	NOUN
easat-11273	200	6	interpretation	interpretation	VERB
easat-11273	200	7	natural	natural	ADJ
easat-11273	200	8	sciences	science	NOUN
easat-11273	200	9	topic	topic	NOUN
easat-11273	200	10	0	0	NUM
easat-11273	200	11	image	image	NOUN
easat-11273	200	12	,	,	PUNCT
easat-11273	200	13	cancer	cancer	NOUN
easat-11273	200	14	,	,	PUNCT
easat-11273	200	15	model	model	NOUN
easat-11273	200	16	,	,	PUNCT
easat-11273	200	17	method	method	NOUN
easat-11273	200	18	,	,	PUNCT
easat-11273	200	19	approach	approach	NOUN
easat-11273	200	20	,	,	PUNCT
easat-11273	200	21	automatic	automatic	ADJ
easat-11273	200	22	,	,	PUNCT
easat-11273	200	23	tomography	tomography	NOUN
easat-11273	200	24	,	,	PUNCT
easat-11273	200	25	framework	framework	NOUN
easat-11273	200	26	,	,	PUNCT
easat-11273	200	27	analysis	analysis	NOUN
easat-11273	200	28	,	,	PUNCT
easat-11273	200	29	mri	mri	NOUN
easat-11273	200	30	medical	medical	ADJ
easat-11273	200	31	imaging	imaging	NOUN
easat-11273	200	32	and	and	CCONJ
easat-11273	200	33	cancer	cancer	NOUN
easat-11273	200	34	detection	detection	NOUN
easat-11273	200	35	natural	natural	ADJ
easat-11273	200	36	sciences	science	NOUN
easat-11273	200	37	topic	topic	NOUN
easat-11273	200	38	1	1	NUM
easat-11273	200	39	image	image	NOUN
easat-11273	200	40	,	,	PUNCT
easat-11273	200	41	analysis	analysis	NOUN
easat-11273	200	42	,	,	PUNCT
easat-11273	200	43	method	method	NOUN
easat-11273	200	44	,	,	PUNCT
easat-11273	200	45	review	review	NOUN
easat-11273	200	46	,	,	PUNCT
easat-11273	200	47	mapping	mapping	NOUN
easat-11273	200	48	,	,	PUNCT
easat-11273	200	49	system	system	NOUN
easat-11273	200	50	,	,	PUNCT
easat-11273	200	51	workflow	workflow	NOUN
easat-11273	200	52	,	,	PUNCT
easat-11273	200	53	surface	surface	NOUN
easat-11273	200	54	,	,	PUNCT
easat-11273	200	55	framework	framework	NOUN
easat-11273	200	56	,	,	PUNCT
easat-11273	200	57	seismic	seismic	ADJ
easat-11273	200	58	seismic	seismic	ADJ
easat-11273	200	59	and	and	CCONJ
easat-11273	200	60	surface	surface	NOUN
easat-11273	200	61	data	datum	NOUN
easat-11273	200	62	analysis	analysis	NOUN
easat-11273	200	63	natural	natural	ADJ
easat-11273	200	64	sciences	science	NOUN
easat-11273	200	65	topic	topic	NOUN
easat-11273	200	66	2	2	NUM
easat-11273	200	67	image	image	NOUN
easat-11273	200	68	,	,	PUNCT
easat-11273	200	69	mri	mri	NOUN
easat-11273	200	70	,	,	PUNCT
easat-11273	200	71	study	study	NOUN
easat-11273	200	72	,	,	PUNCT
easat-11273	200	73	assisted	assist	VERB
easat-11273	200	74	,	,	PUNCT
easat-11273	200	75	approach	approach	NOUN
easat-11273	200	76	,	,	PUNCT
easat-11273	200	77	data	datum	NOUN
easat-11273	200	78	,	,	PUNCT
easat-11273	200	79	dose	dose	NOUN
easat-11273	200	80	,	,	PUNCT
easat-11273	200	81	prostate	prostate	NOUN
easat-11273	200	82	,	,	PUNCT
easat-11273	200	83	novel	novel	NOUN
easat-11273	200	84	,	,	PUNCT
easat-11273	200	85	models	model	VERB
easat-11273	200	86	mri	mri	NOUN
easat-11273	200	87	-	-	PUNCT
easat-11273	200	88	based	base	VERB
easat-11273	200	89	clinical	clinical	ADJ
easat-11273	200	90	support	support	NOUN
easat-11273	200	91	studies	study	NOUN
easat-11273	200	92	natural	natural	ADJ
easat-11273	200	93	sciences	science	NOUN
easat-11273	200	94	topic	topic	NOUN
easat-11273	200	95	3	3	NUM
easat-11273	200	96	image	image	NOUN
easat-11273	200	97	,	,	PUNCT
easat-11273	200	98	data	datum	NOUN
easat-11273	200	99	,	,	PUNCT
easat-11273	200	100	model	model	NOUN
easat-11273	200	101	,	,	PUNCT
easat-11273	200	102	assisted	assist	VERB
easat-11273	200	103	,	,	PUNCT
easat-11273	200	104	assessment	assessment	NOUN
easat-11273	200	105	,	,	PUNCT
easat-11273	200	106	approach	approach	NOUN
easat-11273	200	107	,	,	PUNCT
easat-11273	200	108	analysis	analysis	NOUN
easat-11273	200	109	,	,	PUNCT
easat-11273	200	110	seismic	seismic	ADJ
easat-11273	200	111	,	,	PUNCT
easat-11273	200	112	cell	cell	NOUN
easat-11273	200	113	,	,	PUNCT
easat-11273	200	114	system	system	NOUN
easat-11273	200	115	scientific	scientific	ADJ
easat-11273	200	116	data	datum	NOUN
easat-11273	200	117	assessment	assessment	NOUN
easat-11273	200	118	and	and	CCONJ
easat-11273	200	119	modeling	model	VERB
easat-11273	200	120	74	74	NUM
easat-11273	200	121	edelweiss	edelweiss	PROPN
easat-11273	200	122	applied	apply	VERB
easat-11273	200	123	science	science	NOUN
easat-11273	200	124	and	and	CCONJ
easat-11273	200	125	technology	technology	NOUN
easat-11273	200	126	issn	issn	PROPN
easat-11273	200	127	:	:	PUNCT
easat-11273	200	128	2576	2576	NUM
easat-11273	200	129	-	-	SYM
easat-11273	200	130	8484	8484	NUM
easat-11273	200	131	vol	vol	NOUN
easat-11273	200	132	.	.	PROPN
easat-11273	201	1	9	9	NUM
easat-11273	201	2	,	,	PUNCT
easat-11273	201	3	no	no	INTJ
easat-11273	201	4	.	.	NOUN
easat-11273	201	5	12	12	NUM
easat-11273	201	6	:	:	PUNCT
easat-11273	201	7	66	66	NUM
easat-11273	201	8	-	-	SYM
easat-11273	201	9	80	80	NUM
easat-11273	201	10	,	,	PUNCT
easat-11273	201	11	2025	2025	NUM
easat-11273	201	12	doi	doi	NOUN
easat-11273	201	13	:	:	PUNCT
easat-11273	201	14	10.55214/2576	10.55214/2576	NUM
easat-11273	201	15	-	-	SYM
easat-11273	201	16	8484.v9i12.11273	8484.v9i12.11273	NOUN
easat-11273	202	1	©	©	PROPN
easat-11273	202	2	2025	2025	NUM
easat-11273	202	3	by	by	ADP
easat-11273	202	4	the	the	DET
easat-11273	202	5	author	author	NOUN
easat-11273	202	6	;	;	PUNCT
easat-11273	202	7	licensee	licensee	PROPN
easat-11273	202	8	learning	learn	VERB
easat-11273	202	9	gate	gate	PROPN
easat-11273	202	10	table	table	NOUN
easat-11273	202	11	2	2	NUM
easat-11273	202	12	summarizes	summarize	NOUN
easat-11273	202	13	the	the	DET
easat-11273	202	14	10	10	NUM
easat-11273	202	15	main	main	ADJ
easat-11273	202	16	keywords	keyword	NOUN
easat-11273	202	17	for	for	ADP
easat-11273	202	18	each	each	DET
easat-11273	202	19	topic	topic	NOUN
easat-11273	202	20	,	,	PUNCT
easat-11273	202	21	and	and	CCONJ
easat-11273	202	22	figure	figure	VERB
easat-11273	202	23	2	2	NUM
easat-11273	202	24	in	in	ADP
easat-11273	202	25	the	the	DET
easat-11273	202	26	appendix	appendix	NOUN
easat-11273	202	27	visualizes	visualize	VERB
easat-11273	202	28	the	the	DET
easat-11273	202	29	results	result	NOUN
easat-11273	202	30	.	.	PUNCT
easat-11273	203	1	the	the	DET
easat-11273	203	2	coherence	coherence	NOUN
easat-11273	203	3	score	score	NOUN
easat-11273	203	4	for	for	ADP
easat-11273	203	5	the	the	DET
easat-11273	203	6	natural	natural	ADJ
easat-11273	203	7	sciences	science	NOUN
easat-11273	203	8	domain	domain	NOUN
easat-11273	203	9	was	be	AUX
easat-11273	203	10	0.5868	0.5868	NUM
easat-11273	203	11	,	,	PUNCT
easat-11273	203	12	the	the	DET
easat-11273	203	13	highest	high	ADJ
easat-11273	203	14	among	among	ADP
easat-11273	203	15	all	all	DET
easat-11273	203	16	three	three	NUM
easat-11273	203	17	fields	field	NOUN
easat-11273	203	18	,	,	PUNCT
easat-11273	203	19	indicating	indicate	VERB
easat-11273	203	20	a	a	DET
easat-11273	203	21	particularly	particularly	ADV
easat-11273	203	22	strong	strong	ADJ
easat-11273	203	23	internal	internal	ADJ
easat-11273	203	24	thematic	thematic	ADJ
easat-11273	203	25	consistency	consistency	NOUN
easat-11273	203	26	.	.	PUNCT
easat-11273	204	1	the	the	DET
easat-11273	204	2	associated	associated	ADJ
easat-11273	204	3	perplexity	perplexity	NOUN
easat-11273	204	4	score	score	NOUN
easat-11273	204	5	,	,	PUNCT
easat-11273	204	6	while	while	SCONJ
easat-11273	204	7	not	not	PART
easat-11273	204	8	explicitly	explicitly	ADV
easat-11273	204	9	reported	report	VERB
easat-11273	204	10	here	here	ADV
easat-11273	204	11	,	,	PUNCT
easat-11273	204	12	was	be	AUX
easat-11273	204	13	also	also	ADV
easat-11273	204	14	found	find	VERB
easat-11273	204	15	to	to	PART
easat-11273	204	16	be	be	AUX
easat-11273	204	17	lower	low	ADJ
easat-11273	204	18	than	than	ADP
easat-11273	204	19	that	that	PRON
easat-11273	204	20	of	of	ADP
easat-11273	204	21	the	the	DET
easat-11273	204	22	social	social	ADJ
easat-11273	204	23	sciences	sciences	PROPN
easat-11273	204	24	corpus	corpus	PROPN
easat-11273	204	25	,	,	PUNCT
easat-11273	204	26	reinforcing	reinforce	VERB
easat-11273	204	27	the	the	DET
easat-11273	204	28	interpretive	interpretive	ADJ
easat-11273	204	29	clarity	clarity	NOUN
easat-11273	204	30	and	and	CCONJ
easat-11273	204	31	semantic	semantic	ADJ
easat-11273	204	32	tightness	tightness	NOUN
easat-11273	204	33	of	of	ADP
easat-11273	204	34	the	the	DET
easat-11273	204	35	topics	topic	NOUN
easat-11273	204	36	.	.	PUNCT
easat-11273	205	1	the	the	DET
easat-11273	205	2	recurrence	recurrence	NOUN
easat-11273	205	3	of	of	ADP
easat-11273	205	4	terms	term	NOUN
easat-11273	205	5	like	like	ADP
easat-11273	205	6	mri	mri	NOUN
easat-11273	205	7	,	,	PUNCT
easat-11273	205	8	assessment	assessment	NOUN
easat-11273	205	9	,	,	PUNCT
easat-11273	205	10	and	and	CCONJ
easat-11273	205	11	quantitative	quantitative	ADJ
easat-11273	205	12	reflects	reflect	VERB
easat-11273	205	13	the	the	DET
easat-11273	205	14	domain	domain	NOUN
easat-11273	205	15	’s	’s	PART
easat-11273	205	16	prioritization	prioritization	NOUN
easat-11273	205	17	of	of	ADP
easat-11273	205	18	precise	precise	ADJ
easat-11273	205	19	measurement	measurement	NOUN
easat-11273	205	20	,	,	PUNCT
easat-11273	205	21	methodological	methodological	ADJ
easat-11273	205	22	standardization	standardization	NOUN
easat-11273	205	23	,	,	PUNCT
easat-11273	205	24	and	and	CCONJ
easat-11273	205	25	clinical	clinical	ADJ
easat-11273	205	26	applicability	applicability	NOUN
easat-11273	205	27	[	[	X
easat-11273	205	28	15	15	NUM
easat-11273	205	29	,	,	PUNCT
easat-11273	205	30	16	16	NUM
easat-11273	205	31	]	]	PUNCT
easat-11273	205	32	.	.	PUNCT
easat-11273	206	1	these	these	DET
easat-11273	206	2	findings	finding	NOUN
easat-11273	206	3	are	be	AUX
easat-11273	206	4	consistent	consistent	ADJ
easat-11273	206	5	with	with	ADP
easat-11273	206	6	broader	broad	ADJ
easat-11273	206	7	trends	trend	NOUN
easat-11273	206	8	in	in	ADP
easat-11273	206	9	biomedical	biomedical	ADJ
easat-11273	206	10	and	and	CCONJ
easat-11273	206	11	environmental	environmental	ADJ
easat-11273	206	12	sciences	science	NOUN
easat-11273	206	13	,	,	PUNCT
easat-11273	206	14	where	where	SCONJ
easat-11273	206	15	large	large	ADJ
easat-11273	206	16	-	-	PUNCT
easat-11273	206	17	scale	scale	NOUN
easat-11273	206	18	structured	structured	ADJ
easat-11273	206	19	data	datum	NOUN
easat-11273	206	20	such	such	ADJ
easat-11273	206	21	as	as	ADP
easat-11273	206	22	imaging	imaging	NOUN
easat-11273	206	23	arrays	array	VERB
easat-11273	206	24	,	,	PUNCT
easat-11273	206	25	time	time	NOUN
easat-11273	206	26	-	-	PUNCT
easat-11273	206	27	series	series	NOUN
easat-11273	206	28	signals	signal	NOUN
easat-11273	206	29	,	,	PUNCT
easat-11273	206	30	and	and	CCONJ
easat-11273	206	31	spatial	spatial	ADJ
easat-11273	206	32	measurements	measurement	NOUN
easat-11273	206	33	play	play	VERB
easat-11273	206	34	a	a	DET
easat-11273	206	35	foundational	foundational	ADJ
easat-11273	206	36	role	role	NOUN
easat-11273	206	37	.	.	PUNCT
easat-11273	207	1	in	in	ADP
easat-11273	207	2	biomedical	biomedical	ADJ
easat-11273	207	3	contexts	contexts	NOUN
easat-11273	207	4	,	,	PUNCT
easat-11273	207	5	deep	deep	ADJ
easat-11273	207	6	learning	learning	NOUN
easat-11273	207	7	accelerates	accelerate	VERB
easat-11273	207	8	the	the	DET
easat-11273	207	9	pace	pace	NOUN
easat-11273	207	10	of	of	ADP
easat-11273	207	11	diagnostic	diagnostic	ADJ
easat-11273	207	12	innovation	innovation	NOUN
easat-11273	207	13	,	,	PUNCT
easat-11273	207	14	reducing	reduce	VERB
easat-11273	207	15	diagnostic	diagnostic	ADJ
easat-11273	207	16	latency	latency	NOUN
easat-11273	207	17	and	and	CCONJ
easat-11273	207	18	enabling	enable	VERB
easat-11273	207	19	more	more	ADJ
easat-11273	207	20	proactive	proactive	ADJ
easat-11273	207	21	disease	disease	NOUN
easat-11273	207	22	management	management	NOUN
easat-11273	207	23	.	.	PUNCT
easat-11273	208	1	in	in	ADP
easat-11273	208	2	environmental	environmental	ADJ
easat-11273	208	3	applications	application	NOUN
easat-11273	208	4	,	,	PUNCT
easat-11273	208	5	similar	similar	ADJ
easat-11273	208	6	models	model	NOUN
easat-11273	208	7	are	be	AUX
easat-11273	208	8	used	use	VERB
easat-11273	208	9	to	to	PART
easat-11273	208	10	process	process	VERB
easat-11273	208	11	satellite	satellite	NOUN
easat-11273	208	12	imagery	imagery	NOUN
easat-11273	208	13	for	for	ADP
easat-11273	208	14	land	land	NOUN
easat-11273	208	15	cover	cover	NOUN
easat-11273	208	16	classification	classification	NOUN
easat-11273	208	17	,	,	PUNCT
easat-11273	208	18	track	track	NOUN
easat-11273	208	19	climate	climate	NOUN
easat-11273	208	20	change	change	NOUN
easat-11273	208	21	indicators	indicator	NOUN
easat-11273	208	22	,	,	PUNCT
easat-11273	208	23	and	and	CCONJ
easat-11273	208	24	monitor	monitor	VERB
easat-11273	208	25	biodiversity	biodiversity	NOUN
easat-11273	208	26	through	through	ADP
easat-11273	208	27	remote	remote	ADJ
easat-11273	208	28	sensing	sensing	NOUN
easat-11273	208	29	.	.	PUNCT
easat-11273	209	1	moreover	moreover	ADV
easat-11273	209	2	,	,	PUNCT
easat-11273	209	3	the	the	DET
easat-11273	209	4	adoption	adoption	NOUN
easat-11273	209	5	of	of	ADP
easat-11273	209	6	explainable	explainable	ADJ
easat-11273	209	7	ai	ai	NOUN
easat-11273	209	8	(	(	PUNCT
easat-11273	209	9	xai	xai	PROPN
easat-11273	209	10	)	)	PUNCT
easat-11273	209	11	principles	principle	NOUN
easat-11273	209	12	is	be	AUX
easat-11273	209	13	gaining	gain	VERB
easat-11273	209	14	traction	traction	NOUN
easat-11273	209	15	within	within	ADP
easat-11273	209	16	this	this	DET
easat-11273	209	17	domain	domain	NOUN
easat-11273	209	18	,	,	PUNCT
easat-11273	209	19	as	as	SCONJ
easat-11273	209	20	clinical	clinical	ADJ
easat-11273	209	21	and	and	CCONJ
easat-11273	209	22	scientific	scientific	ADJ
easat-11273	209	23	end	end	NOUN
easat-11273	209	24	-	-	PUNCT
easat-11273	209	25	users	user	NOUN
easat-11273	209	26	increasingly	increasingly	ADV
easat-11273	209	27	demand	demand	VERB
easat-11273	209	28	interpretability	interpretability	NOUN
easat-11273	209	29	alongside	alongside	ADP
easat-11273	209	30	performance	performance	NOUN
easat-11273	209	31	.	.	PUNCT
easat-11273	210	1	models	model	NOUN
easat-11273	210	2	must	must	AUX
easat-11273	210	3	not	not	PART
easat-11273	210	4	only	only	ADV
easat-11273	210	5	be	be	AUX
easat-11273	210	6	accurate	accurate	ADJ
easat-11273	210	7	but	but	CCONJ
easat-11273	210	8	also	also	ADV
easat-11273	210	9	justifiable	justifiable	ADJ
easat-11273	210	10	in	in	ADP
easat-11273	210	11	terms	term	NOUN
easat-11273	210	12	of	of	ADP
easat-11273	210	13	medical	medical	ADJ
easat-11273	210	14	and	and	CCONJ
easat-11273	210	15	scientific	scientific	ADJ
easat-11273	210	16	reasoning	reasoning	NOUN
easat-11273	210	17	.	.	PUNCT
easat-11273	211	1	this	this	PRON
easat-11273	211	2	has	have	AUX
easat-11273	211	3	led	lead	VERB
easat-11273	211	4	to	to	ADP
easat-11273	211	5	a	a	DET
easat-11273	211	6	rise	rise	NOUN
easat-11273	211	7	in	in	ADP
easat-11273	211	8	hybrid	hybrid	ADJ
easat-11273	211	9	models	model	NOUN
easat-11273	211	10	that	that	PRON
easat-11273	211	11	combine	combine	VERB
easat-11273	211	12	deep	deep	ADJ
easat-11273	211	13	learning	learning	NOUN
easat-11273	211	14	with	with	ADP
easat-11273	211	15	rule	rule	NOUN
easat-11273	211	16	-	-	PUNCT
easat-11273	211	17	based	base	VERB
easat-11273	211	18	systems	system	NOUN
easat-11273	211	19	or	or	CCONJ
easat-11273	211	20	statistical	statistical	ADJ
easat-11273	211	21	inference	inference	NOUN
easat-11273	211	22	frameworks	framework	NOUN
easat-11273	211	23	,	,	PUNCT
easat-11273	211	24	particularly	particularly	ADV
easat-11273	211	25	in	in	ADP
easat-11273	211	26	high	high	ADJ
easat-11273	211	27	-	-	PUNCT
easat-11273	211	28	stakes	stake	NOUN
easat-11273	211	29	applications	application	NOUN
easat-11273	211	30	.	.	PUNCT
easat-11273	212	1	in	in	ADP
easat-11273	212	2	sum	sum	NOUN
easat-11273	212	3	,	,	PUNCT
easat-11273	212	4	the	the	DET
easat-11273	212	5	topic	topic	NOUN
easat-11273	212	6	landscape	landscape	NOUN
easat-11273	212	7	in	in	ADP
easat-11273	212	8	natural	natural	ADJ
easat-11273	212	9	sciences	science	NOUN
easat-11273	212	10	demonstrates	demonstrate	VERB
easat-11273	212	11	a	a	DET
easat-11273	212	12	sophisticated	sophisticated	ADJ
easat-11273	212	13	and	and	CCONJ
easat-11273	212	14	domain	domain	NOUN
easat-11273	212	15	-	-	PUNCT
easat-11273	212	16	integrated	integrate	VERB
easat-11273	212	17	use	use	NOUN
easat-11273	212	18	of	of	ADP
easat-11273	212	19	deep	deep	ADJ
easat-11273	212	20	learning	learning	NOUN
easat-11273	212	21	.	.	PUNCT
easat-11273	213	1	these	these	DET
easat-11273	213	2	technologies	technology	NOUN
easat-11273	213	3	are	be	AUX
easat-11273	213	4	no	no	ADV
easat-11273	213	5	longer	long	ADV
easat-11273	213	6	experimental	experimental	ADJ
easat-11273	213	7	tools	tool	NOUN
easat-11273	213	8	but	but	CCONJ
easat-11273	213	9	are	be	AUX
easat-11273	213	10	being	be	AUX
easat-11273	213	11	embedded	embed	VERB
easat-11273	213	12	into	into	ADP
easat-11273	213	13	core	core	ADJ
easat-11273	213	14	scientific	scientific	ADJ
easat-11273	213	15	workflows	workflow	NOUN
easat-11273	213	16	,	,	PUNCT
easat-11273	213	17	from	from	ADP
easat-11273	213	18	hypothesis	hypothesis	NOUN
easat-11273	213	19	generation	generation	NOUN
easat-11273	213	20	and	and	CCONJ
easat-11273	213	21	experimental	experimental	ADJ
easat-11273	213	22	design	design	NOUN
easat-11273	213	23	to	to	ADP
easat-11273	213	24	diagnostic	diagnostic	ADJ
easat-11273	213	25	reporting	reporting	NOUN
easat-11273	213	26	and	and	CCONJ
easat-11273	213	27	environmental	environmental	ADJ
easat-11273	213	28	monitoring	monitoring	NOUN
easat-11273	213	29	.	.	PUNCT
easat-11273	214	1	the	the	DET
easat-11273	214	2	methodological	methodological	ADJ
easat-11273	214	3	rigor	rigor	NOUN
easat-11273	214	4	and	and	CCONJ
easat-11273	214	5	high	high	ADJ
easat-11273	214	6	coherence	coherence	NOUN
easat-11273	214	7	of	of	ADP
easat-11273	214	8	the	the	DET
easat-11273	214	9	topics	topic	NOUN
easat-11273	214	10	suggest	suggest	VERB
easat-11273	214	11	that	that	SCONJ
easat-11273	214	12	the	the	DET
easat-11273	214	13	natural	natural	ADJ
easat-11273	214	14	sciences	science	NOUN
easat-11273	214	15	are	be	AUX
easat-11273	214	16	among	among	ADP
easat-11273	214	17	the	the	DET
easat-11273	214	18	most	most	ADV
easat-11273	214	19	mature	mature	ADJ
easat-11273	214	20	domains	domain	NOUN
easat-11273	214	21	in	in	ADP
easat-11273	214	22	applying	apply	VERB
easat-11273	214	23	deep	deep	ADJ
easat-11273	214	24	learning	learning	NOUN
easat-11273	214	25	to	to	ADP
easat-11273	214	26	domain	domain	VERB
easat-11273	214	27	-	-	PUNCT
easat-11273	214	28	specific	specific	ADJ
easat-11273	214	29	challenges	challenge	NOUN
easat-11273	214	30	,	,	PUNCT
easat-11273	214	31	both	both	CCONJ
easat-11273	214	32	in	in	ADP
easat-11273	214	33	theoretical	theoretical	ADJ
easat-11273	214	34	sophistication	sophistication	NOUN
easat-11273	214	35	and	and	CCONJ
easat-11273	214	36	translational	translational	ADJ
easat-11273	214	37	impact	impact	NOUN
easat-11273	214	38	.	.	PUNCT
easat-11273	215	1	4.3	4.3	NUM
easat-11273	215	2	.	.	PUNCT
easat-11273	216	1	social	social	PROPN
easat-11273	216	2	sciences	science	NOUN
easat-11273	216	3	the	the	DET
easat-11273	216	4	social	social	ADJ
easat-11273	216	5	sciences	sciences	PROPN
easat-11273	216	6	domain	domain	NOUN
easat-11273	216	7	exhibited	exhibit	VERB
easat-11273	216	8	the	the	DET
easat-11273	216	9	most	most	ADV
easat-11273	216	10	diverse	diverse	ADJ
easat-11273	216	11	,	,	PUNCT
easat-11273	216	12	exploratory	exploratory	ADJ
easat-11273	216	13	,	,	PUNCT
easat-11273	216	14	and	and	CCONJ
easat-11273	216	15	methodologically	methodologically	ADV
easat-11273	216	16	pluralistic	pluralistic	ADJ
easat-11273	216	17	set	set	NOUN
easat-11273	216	18	of	of	ADP
easat-11273	216	19	topic	topic	NOUN
easat-11273	216	20	structures	structure	NOUN
easat-11273	216	21	among	among	ADP
easat-11273	216	22	the	the	DET
easat-11273	216	23	three	three	NUM
easat-11273	216	24	disciplines	discipline	NOUN
easat-11273	216	25	analyzed	analyze	VERB
easat-11273	216	26	.	.	PUNCT
easat-11273	217	1	the	the	DET
easat-11273	217	2	lda	lda	PROPN
easat-11273	217	3	results	result	NOUN
easat-11273	217	4	suggest	suggest	VERB
easat-11273	217	5	that	that	SCONJ
easat-11273	217	6	while	while	SCONJ
easat-11273	217	7	deep	deep	ADJ
easat-11273	217	8	learning	learning	NOUN
easat-11273	217	9	is	be	AUX
easat-11273	217	10	less	less	ADV
easat-11273	217	11	entrenched	entrenched	ADJ
easat-11273	217	12	in	in	ADP
easat-11273	217	13	this	this	DET
easat-11273	217	14	field	field	NOUN
easat-11273	217	15	compared	compare	VERB
easat-11273	217	16	to	to	ADP
easat-11273	217	17	engineering	engineering	NOUN
easat-11273	217	18	or	or	CCONJ
easat-11273	217	19	natural	natural	ADJ
easat-11273	217	20	sciences	science	NOUN
easat-11273	217	21	,	,	PUNCT
easat-11273	217	22	its	its	PRON
easat-11273	217	23	presence	presence	NOUN
easat-11273	217	24	is	be	AUX
easat-11273	217	25	nonetheless	nonetheless	ADV
easat-11273	217	26	growing	grow	VERB
easat-11273	217	27	,	,	PUNCT
easat-11273	217	28	particularly	particularly	ADV
easat-11273	217	29	in	in	ADP
easat-11273	217	30	areas	area	NOUN
easat-11273	217	31	concerned	concern	VERB
easat-11273	217	32	with	with	ADP
easat-11273	217	33	prediction	prediction	NOUN
easat-11273	217	34	,	,	PUNCT
easat-11273	217	35	behavioral	behavioral	ADJ
easat-11273	217	36	modeling	modeling	NOUN
easat-11273	217	37	,	,	PUNCT
easat-11273	217	38	and	and	CCONJ
easat-11273	217	39	algorithmic	algorithmic	ADJ
easat-11273	217	40	governance	governance	NOUN
easat-11273	217	41	.	.	PUNCT
easat-11273	218	1	the	the	DET
easat-11273	218	2	four	four	NUM
easat-11273	218	3	topics	topic	NOUN
easat-11273	218	4	identified	identify	VERB
easat-11273	218	5	reflect	reflect	VERB
easat-11273	218	6	this	this	DET
easat-11273	218	7	early	early	ADJ
easat-11273	218	8	-	-	PUNCT
easat-11273	218	9	stage	stage	NOUN
easat-11273	218	10	but	but	CCONJ
easat-11273	218	11	expanding	expand	VERB
easat-11273	218	12	adoption	adoption	NOUN
easat-11273	218	13	of	of	ADP
easat-11273	218	14	computational	computational	ADJ
easat-11273	218	15	methods	method	NOUN
easat-11273	218	16	.	.	PUNCT
easat-11273	219	1	•	•	NUM
easat-11273	219	2	social	social	ADJ
easat-11273	219	3	and	and	CCONJ
easat-11273	219	4	economic	economic	ADJ
easat-11273	219	5	forecasting	forecasting	NOUN
easat-11273	219	6	models	model	NOUN
easat-11273	219	7	:	:	PUNCT
easat-11273	219	8	one	one	NUM
easat-11273	219	9	major	major	ADJ
easat-11273	219	10	topic	topic	NOUN
easat-11273	219	11	centered	center	VERB
easat-11273	219	12	on	on	ADP
easat-11273	219	13	the	the	DET
easat-11273	219	14	use	use	NOUN
easat-11273	219	15	of	of	ADP
easat-11273	219	16	deep	deep	ADJ
easat-11273	219	17	learning	learning	NOUN
easat-11273	219	18	to	to	PART
easat-11273	219	19	model	model	VERB
easat-11273	219	20	and	and	CCONJ
easat-11273	219	21	predict	predict	VERB
easat-11273	219	22	complex	complex	ADJ
easat-11273	219	23	socio	socio	NOUN
easat-11273	219	24	-	-	PUNCT
easat-11273	219	25	economic	economic	ADJ
easat-11273	219	26	phenomena	phenomenon	NOUN
easat-11273	219	27	.	.	PUNCT
easat-11273	220	1	keywords	keyword	NOUN
easat-11273	220	2	such	such	ADJ
easat-11273	220	3	as	as	ADP
easat-11273	220	4	forecasting	forecasting	NOUN
easat-11273	220	5	,	,	PUNCT
easat-11273	220	6	model	model	NOUN
easat-11273	220	7	,	,	PUNCT
easat-11273	220	8	dat	dat	ADP
easat-11273	220	9	a	a	PRON
easat-11273	220	10	,	,	PUNCT
easat-11273	220	11	and	and	CCONJ
easat-11273	220	12	networks	network	NOUN
easat-11273	220	13	suggest	suggest	VERB
easat-11273	220	14	applications	application	NOUN
easat-11273	220	15	in	in	ADP
easat-11273	220	16	economic	economic	ADJ
easat-11273	220	17	trend	trend	NOUN
easat-11273	220	18	prediction	prediction	NOUN
easat-11273	220	19	,	,	PUNCT
easat-11273	220	20	public	public	ADJ
easat-11273	220	21	health	health	NOUN
easat-11273	220	22	surveillance	surveillance	NOUN
easat-11273	220	23	,	,	PUNCT
easat-11273	220	24	and	and	CCONJ
easat-11273	220	25	labor	labor	NOUN
easat-11273	220	26	market	market	NOUN
easat-11273	220	27	modeling	modeling	NOUN
easat-11273	220	28	.	.	PUNCT
easat-11273	221	1	the	the	DET
easat-11273	221	2	incorporation	incorporation	NOUN
easat-11273	221	3	of	of	ADP
easat-11273	221	4	deep	deep	ADJ
easat-11273	221	5	neural	neural	ADJ
easat-11273	221	6	networks	network	NOUN
easat-11273	221	7	allows	allow	VERB
easat-11273	221	8	social	social	ADJ
easat-11273	221	9	scientists	scientist	NOUN
easat-11273	221	10	to	to	PART
easat-11273	221	11	en	en	VERB
easat-11273	221	12	gage	gage	NOUN
easat-11273	221	13	with	with	ADP
easat-11273	221	14	larger	large	ADJ
easat-11273	221	15	,	,	PUNCT
easat-11273	221	16	more	more	ADV
easat-11273	221	17	dynamic	dynamic	ADJ
easat-11273	221	18	datasets	dataset	NOUN
easat-11273	221	19	,	,	PUNCT
easat-11273	221	20	including	include	VERB
easat-11273	221	21	time	time	NOUN
easat-11273	221	22	-	-	PUNCT
easat-11273	221	23	series	series	NOUN
easat-11273	221	24	and	and	CCONJ
easat-11273	221	25	spatiotemporal	spatiotemporal	ADJ
easat-11273	221	26	social	social	ADJ
easat-11273	221	27	indicat	indicat	ADJ
easat-11273	221	28	ors	or	NOUN
easat-11273	221	29	,	,	PUNCT
easat-11273	221	30	which	which	PRON
easat-11273	221	31	traditional	traditional	ADJ
easat-11273	221	32	econometric	econometric	ADJ
easat-11273	221	33	models	model	NOUN
easat-11273	221	34	may	may	AUX
easat-11273	221	35	not	not	PART
easat-11273	221	36	fully	fully	ADV
easat-11273	221	37	capture	capture	VERB
easat-11273	221	38	.	.	PUNCT
easat-11273	222	1	•	•	NUM
easat-11273	222	2	image	image	NOUN
easat-11273	222	3	and	and	CCONJ
easat-11273	222	4	network	network	NOUN
easat-11273	222	5	-	-	PUNCT
easat-11273	222	6	based	base	VERB
easat-11273	222	7	social	social	ADJ
easat-11273	222	8	data	datum	NOUN
easat-11273	222	9	analysis	analysis	NOUN
easat-11273	222	10	:	:	PUNCT
easat-11273	222	11	another	another	DET
easat-11273	222	12	topic	topic	NOUN
easat-11273	222	13	revealed	reveal	VERB
easat-11273	222	14	a	a	DET
easat-11273	222	15	methodological	methodological	ADJ
easat-11273	222	16	shift	shift	NOUN
easat-11273	222	17	to	to	PART
easat-11273	222	18	ward	ward	VERB
easat-11273	222	19	visual	visual	ADJ
easat-11273	222	20	and	and	CCONJ
easat-11273	222	21	network	network	NOUN
easat-11273	222	22	-	-	PUNCT
easat-11273	222	23	centric	centric	NOUN
easat-11273	222	24	data	datum	NOUN
easat-11273	222	25	interpretation	interpretation	NOUN
easat-11273	222	26	.	.	PUNCT
easat-11273	223	1	keywords	keyword	NOUN
easat-11273	223	2	such	such	ADJ
easat-11273	223	3	as	as	ADP
easat-11273	223	4	image	image	NOUN
easat-11273	223	5	,	,	PUNCT
easat-11273	223	6	network	network	NOUN
easat-11273	223	7	,	,	PUNCT
easat-11273	223	8	design	design	NOUN
easat-11273	223	9	,	,	PUNCT
easat-11273	223	10	ne	ne	X
easat-11273	223	11	ural	ural	NOUN
easat-11273	223	12	,	,	PUNCT
easat-11273	223	13	and	and	CCONJ
easat-11273	223	14	automatic	automatic	ADJ
easat-11273	223	15	indicate	indicate	VERB
easat-11273	223	16	the	the	DET
easat-11273	223	17	use	use	NOUN
easat-11273	223	18	of	of	ADP
easat-11273	223	19	deep	deep	ADJ
easat-11273	223	20	learning	learning	NOUN
easat-11273	223	21	for	for	ADP
easat-11273	223	22	analyzing	analyze	VERB
easat-11273	223	23	digital	digital	ADJ
easat-11273	223	24	artifacts	artifact	NOUN
easat-11273	223	25	such	such	ADJ
easat-11273	223	26	as	as	ADP
easat-11273	223	27	social	social	ADJ
easat-11273	223	28	media	medium	NOUN
easat-11273	223	29	images	image	NOUN
easat-11273	223	30	,	,	PUNCT
easat-11273	223	31	facial	facial	ADJ
easat-11273	223	32	expression	expression	NOUN
easat-11273	223	33	data	datum	NOUN
easat-11273	223	34	,	,	PUNCT
easat-11273	223	35	and	and	CCONJ
easat-11273	223	36	online	online	ADJ
easat-11273	223	37	interaction	interaction	NOUN
easat-11273	223	38	networks	network	NOUN
easat-11273	223	39	.	.	PUNCT
easat-11273	224	1	this	this	DET
easat-11273	224	2	theme	theme	NOUN
easat-11273	224	3	intersects	intersect	NOUN
easat-11273	224	4	wit	wit	NOUN
easat-11273	224	5	h	h	PRON
easat-11273	224	6	computational	computational	ADJ
easat-11273	224	7	communication	communication	NOUN
easat-11273	224	8	and	and	CCONJ
easat-11273	224	9	media	medium	NOUN
easat-11273	224	10	studies	study	NOUN
easat-11273	224	11	,	,	PUNCT
easat-11273	224	12	where	where	SCONJ
easat-11273	224	13	neural	neural	ADJ
easat-11273	224	14	network	network	NOUN
easat-11273	224	15	models	model	NOUN
easat-11273	224	16	are	be	AUX
easat-11273	224	17	increasing	increase	VERB
easat-11273	224	18	ly	ly	ADP
easat-11273	224	19	applied	apply	VERB
easat-11273	224	20	to	to	PART
easat-11273	224	21	understand	understand	VERB
easat-11273	224	22	the	the	DET
easat-11273	224	23	diffusion	diffusion	NOUN
easat-11273	224	24	of	of	ADP
easat-11273	224	25	ideas	idea	NOUN
easat-11273	224	26	,	,	PUNCT
easat-11273	224	27	visual	visual	ADJ
easat-11273	224	28	culture	culture	NOUN
easat-11273	224	29	,	,	PUNCT
easat-11273	224	30	and	and	CCONJ
easat-11273	224	31	online	online	ADJ
easat-11273	224	32	behavior	behavior	NOUN
easat-11273	224	33	patterns	pattern	NOUN
easat-11273	224	34	.	.	PUNCT
easat-11273	225	1	•	•	NUM
easat-11273	225	2	ensemble	ensemble	ADJ
easat-11273	225	3	and	and	CCONJ
easat-11273	225	4	hybrid	hybrid	ADJ
easat-11273	226	1	modeling	modeling	NOUN
easat-11273	226	2	approaches	approach	NOUN
easat-11273	226	3	:	:	PUNCT
easat-11273	226	4	a	a	DET
easat-11273	226	5	third	third	ADJ
easat-11273	226	6	topic	topic	NOUN
easat-11273	226	7	focused	focus	VERB
easat-11273	226	8	on	on	ADP
easat-11273	226	9	ensemble	ensemble	ADJ
easat-11273	226	10	methods	method	NOUN
easat-11273	226	11	and	and	CCONJ
easat-11273	226	12	mul	mul	PROPN
easat-11273	226	13	ti	ti	ADJ
easat-11273	226	14	-	-	PUNCT
easat-11273	226	15	model	model	NOUN
easat-11273	226	16	integration	integration	NOUN
easat-11273	226	17	strategies	strategy	NOUN
easat-11273	226	18	.	.	PUNCT
easat-11273	227	1	terms	term	NOUN
easat-11273	227	2	like	like	ADP
easat-11273	227	3	ensemble	ensemble	ADJ
easat-11273	227	4	,	,	PUNCT
easat-11273	227	5	hybrid	hybrid	NOUN
easat-11273	227	6	,	,	PUNCT
easat-11273	227	7	prediction	prediction	NOUN
easat-11273	227	8	,	,	PUNCT
easat-11273	227	9	and	and	CCONJ
easat-11273	227	10	framework	framework	NOUN
easat-11273	227	11	reflect	reflect	VERB
easat-11273	227	12	the	the	DET
easat-11273	227	13	fi	fi	NOUN
easat-11273	227	14	eld	eld	NOUN
easat-11273	227	15	’s	’s	PART
easat-11273	227	16	experimentation	experimentation	NOUN
easat-11273	227	17	with	with	ADP
easat-11273	227	18	combining	combine	VERB
easat-11273	227	19	deep	deep	ADJ
easat-11273	227	20	learning	learning	NOUN
easat-11273	227	21	models	model	NOUN
easat-11273	227	22	with	with	ADP
easat-11273	227	23	traditional	traditional	ADJ
easat-11273	227	24	statistical	statistical	ADJ
easat-11273	227	25	techniqu	techniqu	NOUN
easat-11273	227	26	es	es	ADP
easat-11273	227	27	such	such	ADJ
easat-11273	227	28	as	as	ADP
easat-11273	227	29	regression	regression	NOUN
easat-11273	227	30	,	,	PUNCT
easat-11273	227	31	decision	decision	NOUN
easat-11273	227	32	trees	tree	NOUN
easat-11273	227	33	,	,	PUNCT
easat-11273	227	34	or	or	CCONJ
easat-11273	227	35	bayesian	bayesian	NOUN
easat-11273	227	36	inference	inference	NOUN
easat-11273	227	37	.	.	PUNCT
easat-11273	228	1	this	this	DET
easat-11273	228	2	hybridization	hybridization	NOUN
easat-11273	228	3	trend	trend	NOUN
easat-11273	228	4	suggests	suggest	VERB
easat-11273	228	5	th	th	X
easat-11273	228	6	at	at	ADP
easat-11273	228	7	researchers	researcher	NOUN
easat-11273	228	8	in	in	ADP
easat-11273	228	9	social	social	ADJ
easat-11273	228	10	sciences	science	NOUN
easat-11273	228	11	are	be	AUX
easat-11273	228	12	seeking	seek	VERB
easat-11273	228	13	to	to	PART
easat-11273	228	14	retain	retain	VERB
easat-11273	228	15	interpretability	interpretability	NOUN
easat-11273	228	16	while	while	SCONJ
easat-11273	228	17	leveraging	leverage	VERB
easat-11273	228	18	the	the	DET
easat-11273	228	19	predic	predic	ADJ
easat-11273	228	20	75	75	NUM
easat-11273	228	21	edelweiss	edelweiss	PROPN
easat-11273	228	22	applied	apply	VERB
easat-11273	228	23	science	science	NOUN
easat-11273	228	24	and	and	CCONJ
easat-11273	228	25	technology	technology	NOUN
easat-11273	228	26	issn	issn	PROPN
easat-11273	228	27	:	:	PUNCT
easat-11273	228	28	2576	2576	NUM
easat-11273	228	29	-	-	SYM
easat-11273	228	30	8484	8484	NUM
easat-11273	228	31	vol	vol	NOUN
easat-11273	228	32	.	.	PROPN
easat-11273	229	1	9	9	NUM
easat-11273	229	2	,	,	PUNCT
easat-11273	229	3	no	no	INTJ
easat-11273	229	4	.	.	NOUN
easat-11273	229	5	12	12	NUM
easat-11273	229	6	:	:	PUNCT
easat-11273	229	7	66	66	NUM
easat-11273	229	8	-	-	SYM
easat-11273	229	9	80	80	NUM
easat-11273	229	10	,	,	PUNCT
easat-11273	229	11	2025	2025	NUM
easat-11273	229	12	doi	doi	NOUN
easat-11273	229	13	:	:	PUNCT
easat-11273	229	14	10.55214/2576	10.55214/2576	NUM
easat-11273	229	15	-	-	SYM
easat-11273	229	16	8484.v9i12.11273	8484.v9i12.11273	NOUN
easat-11273	230	1	©	©	PROPN
easat-11273	230	2	2025	2025	NUM
easat-11273	230	3	by	by	ADP
easat-11273	230	4	the	the	DET
easat-11273	230	5	author	author	NOUN
easat-11273	230	6	;	;	PUNCT
easat-11273	230	7	licensee	licensee	PROPN
easat-11273	230	8	learning	learn	VERB
easat-11273	230	9	gate	gate	PROPN
easat-11273	230	10	tive	tive	PROPN
easat-11273	230	11	power	power	NOUN
easat-11273	230	12	of	of	ADP
easat-11273	230	13	deep	deep	ADJ
easat-11273	230	14	models	model	NOUN
easat-11273	230	15	,	,	PUNCT
easat-11273	230	16	particularly	particularly	ADV
easat-11273	230	17	in	in	ADP
easat-11273	230	18	contexts	contexts	NOUN
easat-11273	230	19	involving	involve	VERB
easat-11273	230	20	uncertainty	uncertainty	NOUN
easat-11273	230	21	and	and	CCONJ
easat-11273	230	22	heterogeneous	heterogeneous	ADJ
easat-11273	230	23	dat	dat	NOUN
easat-11273	230	24	a	a	DET
easat-11273	230	25	sources	source	NOUN
easat-11273	230	26	.	.	PUNCT
easat-11273	231	1	•	•	NUM
easat-11273	231	2	algorithmic	algorithmic	ADJ
easat-11273	231	3	policy	policy	NOUN
easat-11273	231	4	frameworks	framework	NOUN
easat-11273	231	5	and	and	CCONJ
easat-11273	231	6	behavior	behavior	NOUN
easat-11273	231	7	modeling	modeling	NOUN
easat-11273	231	8	:	:	PUNCT
easat-11273	231	9	the	the	DET
easat-11273	231	10	final	final	ADJ
easat-11273	231	11	topic	topic	NOUN
easat-11273	231	12	concerned	concern	VERB
easat-11273	231	13	the	the	DET
easat-11273	231	14	role	role	NOUN
easat-11273	231	15	of	of	ADP
easat-11273	231	16	alg	alg	PROPN
easat-11273	231	17	orithms	orithm	NOUN
easat-11273	231	18	in	in	ADP
easat-11273	231	19	policy	policy	NOUN
easat-11273	231	20	-	-	PUNCT
easat-11273	231	21	making	make	VERB
easat-11273	231	22	and	and	CCONJ
easat-11273	231	23	behavior	behavior	NOUN
easat-11273	231	24	analysis	analysis	NOUN
easat-11273	231	25	.	.	PUNCT
easat-11273	232	1	keywords	keyword	NOUN
easat-11273	232	2	including	include	VERB
easat-11273	232	3	policy	policy	NOUN
easat-11273	232	4	,	,	PUNCT
easat-11273	232	5	algorithm	algorithm	NOUN
easat-11273	232	6	,	,	PUNCT
easat-11273	232	7	power	power	NOUN
easat-11273	232	8	,	,	PUNCT
easat-11273	232	9	fra	fra	NOUN
easat-11273	232	10	mework	mework	NOUN
easat-11273	232	11	,	,	PUNCT
easat-11273	232	12	and	and	CCONJ
easat-11273	232	13	behavior	behavior	NOUN
easat-11273	232	14	point	point	VERB
easat-11273	232	15	to	to	ADP
easat-11273	232	16	a	a	DET
easat-11273	232	17	growing	grow	VERB
easat-11273	232	18	interest	interest	NOUN
easat-11273	232	19	in	in	ADP
easat-11273	232	20	understanding	understand	VERB
easat-11273	232	21	the	the	DET
easat-11273	232	22	societal	societal	ADJ
easat-11273	232	23	impact	impact	NOUN
easat-11273	232	24	of	of	ADP
easat-11273	232	25	algorith	algorith	PROPN
easat-11273	232	26	mic	mic	ADJ
easat-11273	232	27	systems	system	NOUN
easat-11273	232	28	,	,	PUNCT
easat-11273	232	29	as	as	ADV
easat-11273	232	30	well	well	ADV
easat-11273	232	31	as	as	ADP
easat-11273	232	32	using	use	VERB
easat-11273	232	33	ai	ai	VERB
easat-11273	232	34	for	for	ADP
easat-11273	232	35	behavioral	behavioral	ADJ
easat-11273	232	36	forecasting	forecasting	NOUN
easat-11273	232	37	and	and	CCONJ
easat-11273	232	38	governance	governance	NOUN
easat-11273	232	39	simulation	simulation	NOUN
easat-11273	232	40	.	.	PUNCT
easat-11273	233	1	this	this	PRON
easat-11273	233	2	the	the	DET
easat-11273	233	3	me	me	PROPN
easat-11273	233	4	bridges	bridge	NOUN
easat-11273	233	5	computational	computational	ADJ
easat-11273	233	6	social	social	ADJ
easat-11273	233	7	science	science	NOUN
easat-11273	233	8	with	with	ADP
easat-11273	233	9	public	public	ADJ
easat-11273	233	10	administration	administration	NOUN
easat-11273	233	11	,	,	PUNCT
easat-11273	233	12	ethics	ethic	NOUN
easat-11273	233	13	,	,	PUNCT
easat-11273	233	14	and	and	CCONJ
easat-11273	233	15	political	political	ADJ
easat-11273	233	16	science	science	NOUN
easat-11273	233	17	,	,	PUNCT
easat-11273	233	18	suggesting	suggest	VERB
easat-11273	233	19	that	that	SCONJ
easat-11273	233	20	deep	deep	ADJ
easat-11273	233	21	learning	learning	NOUN
easat-11273	233	22	is	be	AUX
easat-11273	233	23	beginning	begin	VERB
easat-11273	233	24	to	to	PART
easat-11273	233	25	inform	inform	VERB
easat-11273	233	26	policy	policy	NOUN
easat-11273	233	27	design	design	NOUN
easat-11273	233	28	,	,	PUNCT
easat-11273	233	29	regulation	regulation	NOUN
easat-11273	233	30	,	,	PUNCT
easat-11273	233	31	and	and	CCONJ
easat-11273	233	32	evaluation	evaluation	NOUN
easat-11273	233	33	.	.	PUNCT
easat-11273	234	1	table	table	NOUN
easat-11273	234	2	3	3	NUM
easat-11273	234	3	.	.	PUNCT
easat-11273	235	1	top	top	ADJ
easat-11273	235	2	10	10	NUM
easat-11273	235	3	keywords	keyword	NOUN
easat-11273	235	4	extracted	extract	VERB
easat-11273	235	5	from	from	ADP
easat-11273	235	6	lda	lda	ADJ
easat-11273	235	7	topics	topic	NOUN
easat-11273	235	8	for	for	ADP
easat-11273	235	9	social	social	ADJ
easat-11273	235	10	science	science	NOUN
easat-11273	235	11	.	.	PUNCT
easat-11273	236	1	discipline	discipline	NOUN
easat-11273	236	2	&	&	CCONJ
easat-11273	236	3	topic	topic	NOUN
easat-11273	236	4	top	top	ADJ
easat-11273	236	5	keywords	keyword	NOUN
easat-11273	236	6	interpretation	interpretation	VERB
easat-11273	236	7	social	social	ADJ
easat-11273	236	8	sciences	science	NOUN
easat-11273	236	9	topic	topic	NOUN
easat-11273	236	10	0	0	NUM
easat-11273	236	11	approach	approach	NOUN
easat-11273	236	12	,	,	PUNCT
easat-11273	236	13	model	model	NOUN
easat-11273	236	14	,	,	PUNCT
easat-11273	236	15	data	datum	NOUN
easat-11273	236	16	,	,	PUNCT
easat-11273	236	17	forecasting	forecasting	NOUN
easat-11273	236	18	,	,	PUNCT
easat-11273	236	19	image	image	NOUN
easat-11273	236	20	,	,	PUNCT
easat-11273	236	21	networks	network	NOUN
easat-11273	236	22	,	,	PUNCT
easat-11273	236	23	system	system	NOUN
easat-11273	236	24	,	,	PUNCT
easat-11273	236	25	novel	novel	NOUN
easat-11273	236	26	,	,	PUNCT
easat-11273	236	27	cancer	cancer	NOUN
easat-11273	236	28	,	,	PUNCT
easat-11273	236	29	modeling	model	VERB
easat-11273	236	30	forecasting	forecasting	NOUN
easat-11273	236	31	and	and	CCONJ
easat-11273	236	32	social	social	ADJ
easat-11273	236	33	modeling	model	VERB
easat-11273	236	34	social	social	ADJ
easat-11273	236	35	sciences	science	NOUN
easat-11273	236	36	topic	topic	NOUN
easat-11273	236	37	1	1	NUM
easat-11273	236	38	image	image	NOUN
easat-11273	236	39	,	,	PUNCT
easat-11273	236	40	network	network	NOUN
easat-11273	236	41	,	,	PUNCT
easat-11273	236	42	analysis	analysis	NOUN
easat-11273	236	43	,	,	PUNCT
easat-11273	236	44	model	model	NOUN
easat-11273	236	45	,	,	PUNCT
easat-11273	236	46	automatic	automatic	ADJ
easat-11273	236	47	,	,	PUNCT
easat-11273	236	48	networks	network	NOUN
easat-11273	236	49	,	,	PUNCT
easat-11273	236	50	design	design	NOUN
easat-11273	236	51	,	,	PUNCT
easat-11273	236	52	neural	neural	PROPN
easat-11273	236	53	,	,	PUNCT
easat-11273	236	54	mimo	mimo	PROPN
easat-11273	236	55	,	,	PUNCT
easat-11273	236	56	massive	massive	ADJ
easat-11273	236	57	image	image	NOUN
easat-11273	236	58	and	and	CCONJ
easat-11273	236	59	neural	neural	ADJ
easat-11273	236	60	networkbased	networkbased	ADJ
easat-11273	236	61	analysis	analysis	NOUN
easat-11273	236	62	social	social	ADJ
easat-11273	236	63	sciences	science	NOUN
easat-11273	236	64	topic	topic	NOUN
easat-11273	236	65	2	2	NUM
easat-11273	236	66	approach	approach	NOUN
easat-11273	236	67	,	,	PUNCT
easat-11273	236	68	model	model	NOUN
easat-11273	236	69	,	,	PUNCT
easat-11273	236	70	image	image	NOUN
easat-11273	236	71	,	,	PUNCT
easat-11273	236	72	ensemble	ensemble	ADJ
easat-11273	236	73	,	,	PUNCT
easat-11273	236	74	modeling	modeling	NOUN
easat-11273	236	75	,	,	PUNCT
easat-11273	236	76	prediction	prediction	NOUN
easat-11273	236	77	,	,	PUNCT
easat-11273	236	78	predicting	predicting	NOUN
easat-11273	236	79	,	,	PUNCT
easat-11273	236	80	method	method	NOUN
easat-11273	236	81	,	,	PUNCT
easat-11273	236	82	framework	framework	NOUN
easat-11273	236	83	,	,	PUNCT
easat-11273	236	84	hybrid	hybrid	ADJ
easat-11273	236	85	ensemble	ensemble	ADJ
easat-11273	236	86	/	/	SYM
easat-11273	236	87	hybrid	hybrid	ADJ
easat-11273	236	88	prediction	prediction	NOUN
easat-11273	236	89	approaches	approach	VERB
easat-11273	236	90	social	social	ADJ
easat-11273	236	91	sciences	science	NOUN
easat-11273	236	92	topic	topic	NOUN
easat-11273	236	93	3	3	NUM
easat-11273	236	94	model	model	NOUN
easat-11273	236	95	,	,	PUNCT
easat-11273	236	96	forecasting	forecasting	NOUN
easat-11273	236	97	,	,	PUNCT
easat-11273	236	98	analysis	analysis	NOUN
easat-11273	236	99	,	,	PUNCT
easat-11273	236	100	framework	framework	NOUN
easat-11273	236	101	,	,	PUNCT
easat-11273	236	102	data	datum	NOUN
easat-11273	236	103	,	,	PUNCT
easat-11273	236	104	method	method	NOUN
easat-11273	236	105	,	,	PUNCT
easat-11273	236	106	methods	method	NOUN
easat-11273	236	107	,	,	PUNCT
easat-11273	236	108	approach	approach	NOUN
easat-11273	236	109	,	,	PUNCT
easat-11273	236	110	power	power	NOUN
easat-11273	236	111	,	,	PUNCT
easat-11273	236	112	algorithm	algorithm	NOUN
easat-11273	236	113	algorithmic	algorithmic	ADJ
easat-11273	236	114	models	model	NOUN
easat-11273	236	115	for	for	ADP
easat-11273	236	116	policy	policy	NOUN
easat-11273	236	117	/	/	SYM
easat-11273	236	118	power	power	NOUN
easat-11273	236	119	data	datum	NOUN
easat-11273	236	120	table	table	NOUN
easat-11273	236	121	3	3	NUM
easat-11273	236	122	summarizes	summarize	NOUN
easat-11273	236	123	the	the	DET
easat-11273	236	124	10	10	NUM
easat-11273	236	125	main	main	ADJ
easat-11273	236	126	keywords	keyword	NOUN
easat-11273	236	127	for	for	ADP
easat-11273	236	128	each	each	DET
easat-11273	236	129	topic	topic	NOUN
easat-11273	236	130	,	,	PUNCT
easat-11273	236	131	and	and	CCONJ
easat-11273	236	132	figure	figure	VERB
easat-11273	236	133	3	3	NUM
easat-11273	236	134	in	in	ADP
easat-11273	236	135	the	the	DET
easat-11273	236	136	appendix	appendix	NOUN
easat-11273	236	137	visualizes	visualize	VERB
easat-11273	236	138	the	the	DET
easat-11273	236	139	results	result	NOUN
easat-11273	236	140	.	.	PUNCT
easat-11273	237	1	while	while	SCONJ
easat-11273	237	2	the	the	DET
easat-11273	237	3	coherence	coherence	NOUN
easat-11273	237	4	score	score	NOUN
easat-11273	237	5	(	(	PUNCT
easat-11273	237	6	0.4709	0.4709	NUM
easat-11273	237	7	)	)	PUNCT
easat-11273	237	8	was	be	AUX
easat-11273	237	9	lower	low	ADJ
easat-11273	237	10	than	than	ADP
easat-11273	237	11	that	that	PRON
easat-11273	237	12	of	of	ADP
easat-11273	237	13	the	the	DET
easat-11273	237	14	other	other	ADJ
easat-11273	237	15	two	two	NUM
easat-11273	237	16	domains	domain	NOUN
easat-11273	237	17	,	,	PUNCT
easat-11273	237	18	this	this	DET
easat-11273	237	19	result	result	NOUN
easat-11273	237	20	should	should	AUX
easat-11273	237	21	be	be	AUX
easat-11273	237	22	interpreted	interpret	VERB
easat-11273	237	23	in	in	ADP
easat-11273	237	24	light	light	NOUN
easat-11273	237	25	of	of	ADP
easat-11273	237	26	the	the	DET
easat-11273	237	27	epistemological	epistemological	ADJ
easat-11273	237	28	heterogeneity	heterogeneity	NOUN
easat-11273	237	29	characteristic	characteristic	ADJ
easat-11273	237	30	of	of	ADP
easat-11273	237	31	social	social	ADJ
easat-11273	237	32	sciences	science	NOUN
easat-11273	237	33	.	.	PUNCT
easat-11273	238	1	unlike	unlike	ADP
easat-11273	238	2	engineering	engineering	NOUN
easat-11273	238	3	and	and	CCONJ
easat-11273	238	4	natural	natural	ADJ
easat-11273	238	5	sciences	science	NOUN
easat-11273	238	6	,	,	PUNCT
easat-11273	238	7	which	which	PRON
easat-11273	238	8	often	often	ADV
easat-11273	238	9	deal	deal	VERB
easat-11273	238	10	with	with	ADP
easat-11273	238	11	well	well	ADV
easat-11273	238	12	-	-	PUNCT
easat-11273	238	13	structured	structure	VERB
easat-11273	238	14	and	and	CCONJ
easat-11273	238	15	quantitatively	quantitatively	ADV
easat-11273	238	16	robust	robust	ADJ
easat-11273	238	17	data	datum	NOUN
easat-11273	238	18	,	,	PUNCT
easat-11273	238	19	social	social	ADJ
easat-11273	238	20	sciences	science	NOUN
easat-11273	238	21	engage	engage	VERB
easat-11273	238	22	with	with	ADP
easat-11273	238	23	more	more	ADV
easat-11273	238	24	ambiguous	ambiguous	ADJ
easat-11273	238	25	,	,	PUNCT
easat-11273	238	26	interpretive	interpretive	ADJ
easat-11273	238	27	,	,	PUNCT
easat-11273	238	28	and	and	CCONJ
easat-11273	238	29	contextual	contextual	ADJ
easat-11273	238	30	information	information	NOUN
easat-11273	238	31	.	.	PUNCT
easat-11273	239	1	thus	thus	ADV
easat-11273	239	2	,	,	PUNCT
easat-11273	239	3	lower	low	ADJ
easat-11273	239	4	coherence	coherence	NOUN
easat-11273	239	5	may	may	AUX
easat-11273	239	6	reflect	reflect	VERB
easat-11273	239	7	thematic	thematic	ADJ
easat-11273	239	8	diversity	diversity	NOUN
easat-11273	239	9	rather	rather	ADV
easat-11273	239	10	than	than	ADP
easat-11273	239	11	model	model	NOUN
easat-11273	239	12	weakness	weakness	NOUN
easat-11273	239	13	.	.	PUNCT
easat-11273	240	1	keywords	keyword	NOUN
easat-11273	240	2	such	such	ADJ
easat-11273	240	3	as	as	ADP
easat-11273	240	4	framework	framework	NOUN
easat-11273	240	5	,	,	PUNCT
easat-11273	240	6	forecasting	forecasting	NOUN
easat-11273	240	7	,	,	PUNCT
easat-11273	240	8	and	and	CCONJ
easat-11273	240	9	modeling	modeling	NOUN
easat-11273	240	10	underscore	underscore	VERB
easat-11273	240	11	a	a	DET
easat-11273	240	12	growing	grow	VERB
easat-11273	240	13	methodological	methodological	ADJ
easat-11273	240	14	convergence	convergence	NOUN
easat-11273	240	15	toward	toward	ADP
easat-11273	240	16	datacentric	datacentric	ADJ
easat-11273	240	17	inquiry	inquiry	NOUN
easat-11273	240	18	[	[	X
easat-11273	240	19	17	17	NUM
easat-11273	240	20	,	,	PUNCT
easat-11273	240	21	18	18	NUM
easat-11273	240	22	]	]	PUNCT
easat-11273	240	23	.	.	PUNCT
easat-11273	241	1	importantly	importantly	ADV
easat-11273	241	2	,	,	PUNCT
easat-11273	241	3	the	the	DET
easat-11273	241	4	appearance	appearance	NOUN
easat-11273	241	5	of	of	ADP
easat-11273	241	6	the	the	DET
easat-11273	241	7	term	term	NOUN
easat-11273	241	8	algorithm	algorithm	NOUN
easat-11273	241	9	across	across	ADP
easat-11273	241	10	multiple	multiple	ADJ
easat-11273	241	11	topics	topic	NOUN
easat-11273	241	12	reflects	reflect	VERB
easat-11273	241	13	a	a	DET
easat-11273	241	14	deeper	deep	ADJ
easat-11273	241	15	methodological	methodological	ADJ
easat-11273	241	16	transformation	transformation	NOUN
easat-11273	241	17	.	.	PUNCT
easat-11273	242	1	social	social	ADJ
easat-11273	242	2	scientists	scientist	NOUN
easat-11273	242	3	are	be	AUX
easat-11273	242	4	increasingly	increasingly	ADV
easat-11273	242	5	shifting	shift	VERB
easat-11273	242	6	from	from	ADP
easat-11273	242	7	traditional	traditional	ADJ
easat-11273	242	8	qualitative	qualitative	ADJ
easat-11273	242	9	techniques	technique	NOUN
easat-11273	242	10	such	such	ADJ
easat-11273	242	11	as	as	ADP
easat-11273	242	12	ethnography	ethnography	NOUN
easat-11273	242	13	,	,	PUNCT
easat-11273	242	14	interviews	interview	NOUN
easat-11273	242	15	,	,	PUNCT
easat-11273	242	16	and	and	CCONJ
easat-11273	242	17	archival	archival	VERB
easat-11273	242	18	analysis	analysis	NOUN
easat-11273	242	19	toward	toward	ADP
easat-11273	242	20	approaches	approach	NOUN
easat-11273	242	21	that	that	SCONJ
easat-11273	242	22	mine	mine	NOUN
easat-11273	242	23	,	,	PUNCT
easat-11273	242	24	classify	classify	VERB
easat-11273	242	25	,	,	PUNCT
easat-11273	242	26	and	and	CCONJ
easat-11273	242	27	predict	predict	VERB
easat-11273	242	28	behavior	behavior	NOUN
easat-11273	242	29	using	use	VERB
easat-11273	242	30	unstructured	unstructured	ADJ
easat-11273	242	31	digital	digital	ADJ
easat-11273	242	32	traces	trace	NOUN
easat-11273	242	33	.	.	PUNCT
easat-11273	243	1	these	these	DET
easat-11273	243	2	traces	trace	NOUN
easat-11273	243	3	include	include	VERB
easat-11273	243	4	user	user	NOUN
easat-11273	243	5	-	-	PUNCT
easat-11273	243	6	generated	generate	VERB
easat-11273	243	7	content	content	NOUN
easat-11273	243	8	from	from	ADP
easat-11273	243	9	social	social	ADJ
easat-11273	243	10	media	medium	NOUN
easat-11273	243	11	,	,	PUNCT
easat-11273	243	12	gps	gps	NOUN
easat-11273	243	13	and	and	CCONJ
easat-11273	243	14	mobility	mobility	NOUN
easat-11273	243	15	data	datum	NOUN
easat-11273	243	16	from	from	ADP
easat-11273	243	17	smartphones	smartphone	NOUN
easat-11273	243	18	,	,	PUNCT
easat-11273	243	19	and	and	CCONJ
easat-11273	243	20	interaction	interaction	NOUN
easat-11273	243	21	patterns	pattern	NOUN
easat-11273	243	22	from	from	ADP
easat-11273	243	23	online	online	ADJ
easat-11273	243	24	platforms	platform	NOUN
easat-11273	243	25	.	.	PUNCT
easat-11273	244	1	the	the	DET
easat-11273	244	2	capacity	capacity	NOUN
easat-11273	244	3	of	of	ADP
easat-11273	244	4	deep	deep	ADJ
easat-11273	244	5	learning	learning	NOUN
easat-11273	244	6	to	to	PART
easat-11273	244	7	analyze	analyze	VERB
easat-11273	244	8	such	such	ADJ
easat-11273	244	9	data	datum	NOUN
easat-11273	244	10	in	in	ADP
easat-11273	244	11	real	real	ADJ
easat-11273	244	12	time	time	NOUN
easat-11273	244	13	creates	create	VERB
easat-11273	244	14	new	new	ADJ
easat-11273	244	15	opportunities	opportunity	NOUN
easat-11273	244	16	for	for	ADP
easat-11273	244	17	evidence	evidence	NOUN
easat-11273	244	18	-	-	PUNCT
easat-11273	244	19	based	base	VERB
easat-11273	244	20	decision	decision	NOUN
easat-11273	244	21	-	-	PUNCT
easat-11273	244	22	making	making	NOUN
easat-11273	244	23	,	,	PUNCT
easat-11273	244	24	policy	policy	NOUN
easat-11273	244	25	intervention	intervention	NOUN
easat-11273	244	26	,	,	PUNCT
easat-11273	244	27	and	and	CCONJ
easat-11273	244	28	behavioral	behavioral	ADJ
easat-11273	244	29	simulation	simulation	NOUN
easat-11273	244	30	.	.	PUNCT
easat-11273	245	1	this	this	PRON
easat-11273	245	2	represents	represent	VERB
easat-11273	245	3	a	a	DET
easat-11273	245	4	paradigm	paradigm	NOUN
easat-11273	245	5	shift	shift	NOUN
easat-11273	245	6	in	in	ADP
easat-11273	245	7	social	social	ADJ
easat-11273	245	8	science	science	NOUN
easat-11273	245	9	research	research	NOUN
easat-11273	245	10	,	,	PUNCT
easat-11273	245	11	where	where	SCONJ
easat-11273	245	12	ai	ai	VERB
easat-11273	245	13	tools	tool	NOUN
easat-11273	245	14	are	be	AUX
easat-11273	245	15	not	not	PART
easat-11273	245	16	only	only	ADV
easat-11273	245	17	used	use	VERB
easat-11273	245	18	to	to	PART
easat-11273	245	19	analyze	analyze	VERB
easat-11273	245	20	existing	exist	VERB
easat-11273	245	21	social	social	ADJ
easat-11273	245	22	systems	system	NOUN
easat-11273	245	23	but	but	CCONJ
easat-11273	245	24	also	also	ADV
easat-11273	245	25	to	to	PART
easat-11273	245	26	model	model	VERB
easat-11273	245	27	hypothetical	hypothetical	ADJ
easat-11273	245	28	policy	policy	NOUN
easat-11273	245	29	outcomes	outcome	NOUN
easat-11273	245	30	,	,	PUNCT
easat-11273	245	31	explore	explore	VERB
easat-11273	245	32	causal	causal	ADJ
easat-11273	245	33	relationships	relationship	NOUN
easat-11273	245	34	,	,	PUNCT
easat-11273	245	35	and	and	CCONJ
easat-11273	245	36	predict	predict	VERB
easat-11273	245	37	future	future	ADJ
easat-11273	245	38	societal	societal	ADJ
easat-11273	245	39	trends	trend	NOUN
easat-11273	245	40	.	.	PUNCT
easat-11273	246	1	moreover	moreover	ADV
easat-11273	246	2	,	,	PUNCT
easat-11273	246	3	concerns	concern	NOUN
easat-11273	246	4	about	about	ADP
easat-11273	246	5	algorithmic	algorithmic	ADJ
easat-11273	246	6	bias	bias	NOUN
easat-11273	246	7	,	,	PUNCT
easat-11273	246	8	data	data	NOUN
easat-11273	246	9	privacy	privacy	NOUN
easat-11273	246	10	,	,	PUNCT
easat-11273	246	11	and	and	CCONJ
easat-11273	246	12	explainability	explainability	NOUN
easat-11273	246	13	are	be	AUX
easat-11273	246	14	spurring	spur	VERB
easat-11273	246	15	meta	meta	ADJ
easat-11273	246	16	-	-	PUNCT
easat-11273	246	17	research	research	NOUN
easat-11273	246	18	into	into	ADP
easat-11273	246	19	the	the	DET
easat-11273	246	20	ethics	ethic	NOUN
easat-11273	246	21	and	and	CCONJ
easat-11273	246	22	governance	governance	NOUN
easat-11273	246	23	of	of	ADP
easat-11273	246	24	ai	ai	VERB
easat-11273	246	25	within	within	ADP
easat-11273	246	26	the	the	DET
easat-11273	246	27	social	social	ADJ
easat-11273	246	28	realm	realm	NOUN
easat-11273	246	29	.	.	PUNCT
easat-11273	247	1	in	in	ADP
easat-11273	247	2	conclusion	conclusion	NOUN
easat-11273	247	3	,	,	PUNCT
easat-11273	247	4	the	the	DET
easat-11273	247	5	social	social	ADJ
easat-11273	247	6	sciences	science	NOUN
easat-11273	247	7	are	be	AUX
easat-11273	247	8	undergoing	undergo	VERB
easat-11273	247	9	a	a	DET
easat-11273	247	10	transitional	transitional	ADJ
easat-11273	247	11	phase	phase	NOUN
easat-11273	247	12	with	with	ADP
easat-11273	247	13	respect	respect	NOUN
easat-11273	247	14	to	to	ADP
easat-11273	247	15	deep	deep	ADJ
easat-11273	247	16	learning	learning	NOUN
easat-11273	247	17	adoption	adoption	NOUN
easat-11273	247	18	.	.	PUNCT
easat-11273	248	1	although	although	SCONJ
easat-11273	248	2	still	still	ADV
easat-11273	248	3	in	in	ADP
easat-11273	248	4	its	its	PRON
easat-11273	248	5	formative	formative	ADJ
easat-11273	248	6	stages	stage	NOUN
easat-11273	248	7	compared	compare	VERB
easat-11273	248	8	to	to	ADP
easat-11273	248	9	other	other	ADJ
easat-11273	248	10	disciplines	discipline	NOUN
easat-11273	248	11	,	,	PUNCT
easat-11273	248	12	the	the	DET
easat-11273	248	13	field	field	NOUN
easat-11273	248	14	is	be	AUX
easat-11273	248	15	showing	show	VERB
easat-11273	248	16	promising	promising	ADJ
easat-11273	248	17	signs	sign	NOUN
easat-11273	248	18	of	of	ADP
easat-11273	248	19	embracing	embrace	VERB
easat-11273	248	20	algorithmic	algorithmic	ADJ
easat-11273	248	21	thinking	thinking	NOUN
easat-11273	248	22	,	,	PUNCT
easat-11273	248	23	hybrid	hybrid	ADJ
easat-11273	248	24	modeling	modeling	NOUN
easat-11273	248	25	,	,	PUNCT
easat-11273	248	26	and	and	CCONJ
easat-11273	248	27	large	large	ADJ
easat-11273	248	28	-	-	PUNCT
easat-11273	248	29	scale	scale	NOUN
easat-11273	248	30	data	datum	NOUN
easat-11273	248	31	analytics	analytic	NOUN
easat-11273	248	32	.	.	PUNCT
easat-11273	249	1	this	this	DET
easat-11273	249	2	evolution	evolution	NOUN
easat-11273	249	3	signals	signal	VERB
easat-11273	249	4	a	a	DET
easat-11273	249	5	move	move	NOUN
easat-11273	249	6	toward	toward	ADP
easat-11273	249	7	computational	computational	ADJ
easat-11273	249	8	reflexivity	reflexivity	NOUN
easat-11273	249	9	,	,	PUNCT
easat-11273	249	10	where	where	SCONJ
easat-11273	249	11	the	the	DET
easat-11273	249	12	tools	tool	NOUN
easat-11273	249	13	of	of	ADP
easat-11273	249	14	analysis	analysis	NOUN
easat-11273	249	15	themselves	themselves	PRON
easat-11273	249	16	become	become	VERB
easat-11273	249	17	part	part	NOUN
easat-11273	249	18	of	of	ADP
easat-11273	249	19	the	the	DET
easat-11273	249	20	subject	subject	NOUN
easat-11273	249	21	of	of	ADP
easat-11273	249	22	study	study	NOUN
easat-11273	249	23	.	.	PUNCT
easat-11273	250	1	as	as	ADP
easat-11273	250	2	deep	deep	ADJ
easat-11273	250	3	learning	learning	NOUN
easat-11273	250	4	matures	mature	NOUN
easat-11273	250	5	within	within	ADP
easat-11273	250	6	social	social	ADJ
easat-11273	250	7	research	research	NOUN
easat-11273	250	8	,	,	PUNCT
easat-11273	250	9	it	it	PRON
easat-11273	250	10	holds	hold	VERB
easat-11273	250	11	the	the	DET
easat-11273	250	12	potential	potential	NOUN
easat-11273	250	13	to	to	PART
easat-11273	250	14	transform	transform	VERB
easat-11273	250	15	how	how	SCONJ
easat-11273	250	16	we	we	PRON
easat-11273	250	17	understand	understand	VERB
easat-11273	250	18	,	,	PUNCT
easat-11273	250	19	model	model	NOUN
easat-11273	250	20	,	,	PUNCT
easat-11273	250	21	and	and	CCONJ
easat-11273	250	22	shape	shape	VERB
easat-11273	250	23	human	human	ADJ
easat-11273	250	24	behavior	behavior	NOUN
easat-11273	250	25	,	,	PUNCT
easat-11273	250	26	institutions	institution	NOUN
easat-11273	250	27	,	,	PUNCT
easat-11273	250	28	and	and	CCONJ
easat-11273	250	29	societal	societal	ADJ
easat-11273	250	30	change	change	NOUN
easat-11273	250	31	.	.	PUNCT
easat-11273	251	1	76	76	NUM
easat-11273	251	2	edelweiss	edelweiss	PROPN
easat-11273	251	3	applied	apply	VERB
easat-11273	251	4	science	science	NOUN
easat-11273	251	5	and	and	CCONJ
easat-11273	251	6	technology	technology	NOUN
easat-11273	251	7	issn	issn	PROPN
easat-11273	251	8	:	:	PUNCT
easat-11273	251	9	2576	2576	NUM
easat-11273	251	10	-	-	SYM
easat-11273	251	11	8484	8484	NUM
easat-11273	251	12	vol	vol	NOUN
easat-11273	251	13	.	.	PROPN
easat-11273	252	1	9	9	NUM
easat-11273	252	2	,	,	PUNCT
easat-11273	252	3	no	no	INTJ
easat-11273	252	4	.	.	NOUN
easat-11273	252	5	12	12	NUM
easat-11273	252	6	:	:	PUNCT
easat-11273	252	7	66	66	NUM
easat-11273	252	8	-	-	SYM
easat-11273	252	9	80	80	NUM
easat-11273	252	10	,	,	PUNCT
easat-11273	252	11	2025	2025	NUM
easat-11273	252	12	doi	doi	NOUN
easat-11273	252	13	:	:	PUNCT
easat-11273	252	14	10.55214/2576	10.55214/2576	NUM
easat-11273	252	15	-	-	SYM
easat-11273	252	16	8484.v9i12.11273	8484.v9i12.11273	NOUN
easat-11273	253	1	©	©	PROPN
easat-11273	253	2	2025	2025	NUM
easat-11273	253	3	by	by	ADP
easat-11273	253	4	the	the	DET
easat-11273	253	5	author	author	NOUN
easat-11273	253	6	;	;	PUNCT
easat-11273	253	7	licensee	licensee	PROPN
easat-11273	253	8	learning	learning	NOUN
easat-11273	253	9	gate	gate	NOUN
easat-11273	253	10	5	5	NUM
easat-11273	253	11	.	.	PUNCT
easat-11273	254	1	discussion	discussion	NOUN
easat-11273	254	2	and	and	CCONJ
easat-11273	254	3	conclusions	conclusion	NOUN
easat-11273	254	4	this	this	DET
easat-11273	254	5	study	study	NOUN
easat-11273	254	6	set	set	VERB
easat-11273	254	7	out	out	ADP
easat-11273	254	8	to	to	PART
easat-11273	254	9	examine	examine	VERB
easat-11273	254	10	the	the	DET
easat-11273	254	11	evolving	evolve	VERB
easat-11273	254	12	landscape	landscape	NOUN
easat-11273	254	13	of	of	ADP
easat-11273	254	14	deep	deep	ADJ
easat-11273	254	15	learning	learning	NOUN
easat-11273	254	16	research	research	NOUN
easat-11273	254	17	through	through	ADP
easat-11273	254	18	a	a	DET
easat-11273	254	19	crossdisciplinary	crossdisciplinary	ADJ
easat-11273	254	20	lens	len	NOUN
easat-11273	254	21	,	,	PUNCT
easat-11273	254	22	employing	employ	VERB
easat-11273	254	23	latent	latent	NOUN
easat-11273	254	24	dirichlet	dirichlet	PROPN
easat-11273	254	25	allocation	allocation	NOUN
easat-11273	254	26	(	(	PUNCT
easat-11273	254	27	lda	lda	ADJ
easat-11273	254	28	)	)	PUNCT
easat-11273	254	29	topic	topic	NOUN
easat-11273	254	30	modeling	modeling	NOUN
easat-11273	254	31	to	to	PART
easat-11273	254	32	analyze	analyze	VERB
easat-11273	254	33	3,000	3,000	NUM
easat-11273	254	34	research	research	NOUN
easat-11273	254	35	paper	paper	NOUN
easat-11273	254	36	titles	title	NOUN
easat-11273	254	37	drawn	draw	VERB
easat-11273	254	38	from	from	ADP
easat-11273	254	39	engineering	engineering	NOUN
easat-11273	254	40	,	,	PUNCT
easat-11273	254	41	natural	natural	ADJ
easat-11273	254	42	sciences	science	NOUN
easat-11273	254	43	,	,	PUNCT
easat-11273	254	44	and	and	CCONJ
easat-11273	254	45	social	social	ADJ
easat-11273	254	46	sciences	science	NOUN
easat-11273	254	47	.	.	PUNCT
easat-11273	255	1	through	through	ADP
easat-11273	255	2	this	this	DET
easat-11273	255	3	methodologically	methodologically	ADV
easat-11273	255	4	rigorous	rigorous	ADJ
easat-11273	255	5	and	and	CCONJ
easat-11273	255	6	data	data	NOUN
easat-11273	255	7	-	-	PUNCT
easat-11273	255	8	driven	drive	VERB
easat-11273	255	9	approach	approach	NOUN
easat-11273	255	10	,	,	PUNCT
easat-11273	255	11	we	we	PRON
easat-11273	255	12	identified	identify	VERB
easat-11273	255	13	four	four	NUM
easat-11273	255	14	latent	latent	NOUN
easat-11273	255	15	thematic	thematic	ADJ
easat-11273	255	16	clusters	cluster	NOUN
easat-11273	255	17	per	per	ADP
easat-11273	255	18	discipline	discipline	NOUN
easat-11273	255	19	,	,	PUNCT
easat-11273	255	20	uncovering	uncover	VERB
easat-11273	255	21	distinctive	distinctive	ADJ
easat-11273	255	22	research	research	NOUN
easat-11273	255	23	priorities	priority	NOUN
easat-11273	255	24	and	and	CCONJ
easat-11273	255	25	methodological	methodological	ADJ
easat-11273	255	26	tendencies	tendency	NOUN
easat-11273	255	27	in	in	ADP
easat-11273	255	28	each	each	DET
easat-11273	255	29	field	field	NOUN
easat-11273	255	30	.	.	PUNCT
easat-11273	256	1	our	our	PRON
easat-11273	256	2	results	result	NOUN
easat-11273	256	3	highlight	highlight	VERB
easat-11273	256	4	the	the	DET
easat-11273	256	5	divergent	divergent	ADJ
easat-11273	256	6	yet	yet	ADV
easat-11273	256	7	occasionally	occasionally	ADV
easat-11273	256	8	overlapping	overlap	VERB
easat-11273	256	9	ways	way	NOUN
easat-11273	256	10	in	in	ADP
easat-11273	256	11	which	which	PRON
easat-11273	256	12	deep	deep	ADJ
easat-11273	256	13	learning	learning	NOUN
easat-11273	256	14	has	have	AUX
easat-11273	256	15	been	be	AUX
easat-11273	256	16	conceptualized	conceptualize	VERB
easat-11273	256	17	,	,	PUNCT
easat-11273	256	18	implemented	implement	VERB
easat-11273	256	19	,	,	PUNCT
easat-11273	256	20	and	and	CCONJ
easat-11273	256	21	adapted	adapt	VERB
easat-11273	256	22	across	across	ADP
easat-11273	256	23	disciplinary	disciplinary	ADJ
easat-11273	256	24	boundaries	boundary	NOUN
easat-11273	256	25	.	.	PUNCT
easat-11273	257	1	in	in	ADP
easat-11273	257	2	the	the	DET
easat-11273	257	3	domain	domain	NOUN
easat-11273	257	4	of	of	ADP
easat-11273	257	5	engineering	engineering	NOUN
easat-11273	257	6	,	,	PUNCT
easat-11273	257	7	the	the	DET
easat-11273	257	8	results	result	NOUN
easat-11273	257	9	strongly	strongly	ADV
easat-11273	257	10	indicate	indicate	VERB
easat-11273	257	11	a	a	DET
easat-11273	257	12	focus	focus	NOUN
easat-11273	257	13	on	on	ADP
easat-11273	257	14	pragmatic	pragmatic	ADJ
easat-11273	257	15	applications	application	NOUN
easat-11273	257	16	of	of	ADP
easat-11273	257	17	deep	deep	ADJ
easat-11273	257	18	learning	learning	NOUN
easat-11273	257	19	.	.	PUNCT
easat-11273	258	1	the	the	DET
easat-11273	258	2	prominence	prominence	NOUN
easat-11273	258	3	of	of	ADP
easat-11273	258	4	topics	topic	NOUN
easat-11273	258	5	related	relate	VERB
easat-11273	258	6	to	to	ADP
easat-11273	258	7	real	real	ADJ
easat-11273	258	8	-	-	PUNCT
easat-11273	258	9	time	time	NOUN
easat-11273	258	10	control	control	NOUN
easat-11273	258	11	,	,	PUNCT
easat-11273	258	12	embedded	embed	VERB
easat-11273	258	13	neural	neural	ADJ
easat-11273	258	14	architectures	architecture	NOUN
easat-11273	258	15	,	,	PUNCT
easat-11273	258	16	and	and	CCONJ
easat-11273	258	17	autonomous	autonomous	ADJ
easat-11273	258	18	systems	system	NOUN
easat-11273	258	19	reflects	reflect	VERB
easat-11273	258	20	the	the	DET
easat-11273	258	21	field	field	NOUN
easat-11273	258	22	’s	’s	PART
easat-11273	258	23	alignment	alignment	NOUN
easat-11273	258	24	with	with	ADP
easat-11273	258	25	hardware	hardware	NOUN
easat-11273	258	26	integration	integration	NOUN
easat-11273	258	27	,	,	PUNCT
easat-11273	258	28	reliability	reliability	NOUN
easat-11273	258	29	,	,	PUNCT
easat-11273	258	30	and	and	CCONJ
easat-11273	258	31	performance	performance	NOUN
easat-11273	258	32	optimization	optimization	NOUN
easat-11273	258	33	.	.	PUNCT
easat-11273	259	1	such	such	ADJ
easat-11273	259	2	trends	trend	NOUN
easat-11273	259	3	are	be	AUX
easat-11273	259	4	emblematic	emblematic	ADJ
easat-11273	259	5	of	of	ADP
easat-11273	259	6	engineering	engineering	NOUN
easat-11273	259	7	’s	’s	PART
easat-11273	259	8	emphasis	emphasis	NOUN
easat-11273	259	9	on	on	ADP
easat-11273	259	10	system	system	NOUN
easat-11273	259	11	-	-	PUNCT
easat-11273	259	12	level	level	NOUN
easat-11273	259	13	implementation	implementation	NOUN
easat-11273	259	14	,	,	PUNCT
easat-11273	259	15	where	where	SCONJ
easat-11273	259	16	deep	deep	ADJ
easat-11273	259	17	learning	learning	NOUN
easat-11273	259	18	is	be	AUX
easat-11273	259	19	increasingly	increasingly	ADV
easat-11273	259	20	serving	serve	VERB
easat-11273	259	21	as	as	ADP
easat-11273	259	22	the	the	DET
easat-11273	259	23	backbone	backbone	NOUN
easat-11273	259	24	for	for	ADP
easat-11273	259	25	automation	automation	NOUN
easat-11273	259	26	in	in	ADP
easat-11273	259	27	areas	area	NOUN
easat-11273	259	28	like	like	ADP
easat-11273	259	29	robotics	robotic	NOUN
easat-11273	259	30	,	,	PUNCT
easat-11273	259	31	industrial	industrial	ADJ
easat-11273	259	32	diagnostics	diagnostic	NOUN
easat-11273	259	33	,	,	PUNCT
easat-11273	259	34	and	and	CCONJ
easat-11273	259	35	communication	communication	NOUN
easat-11273	259	36	systems	system	NOUN
easat-11273	259	37	.	.	PUNCT
easat-11273	260	1	the	the	DET
easat-11273	260	2	co	co	NOUN
easat-11273	260	3	-	-	NOUN
easat-11273	260	4	occurrence	occurrence	NOUN
easat-11273	260	5	of	of	ADP
easat-11273	260	6	terms	term	NOUN
easat-11273	260	7	such	such	ADJ
easat-11273	260	8	as	as	ADP
easat-11273	260	9	“	"	PUNCT
easat-11273	260	10	channel	channel	NOUN
easat-11273	260	11	,	,	PUNCT
easat-11273	260	12	”	"	PUNCT
easat-11273	260	13	“	"	PUNCT
easat-11273	260	14	monitoring	monitoring	NOUN
easat-11273	260	15	,	,	PUNCT
easat-11273	260	16	”	"	PUNCT
easat-11273	260	17	and	and	CCONJ
easat-11273	260	18	“	"	PUNCT
easat-11273	260	19	vehicle	vehicle	NOUN
easat-11273	260	20	”	"	PUNCT
easat-11273	260	21	underscores	underscore	VERB
easat-11273	260	22	this	this	DET
easat-11273	260	23	applied	apply	VERB
easat-11273	260	24	orientation	orientation	NOUN
easat-11273	260	25	.	.	PUNCT
easat-11273	261	1	by	by	ADP
easat-11273	261	2	contrast	contrast	NOUN
easat-11273	261	3	,	,	PUNCT
easat-11273	261	4	the	the	DET
easat-11273	261	5	natural	natural	ADJ
easat-11273	261	6	sciences	science	NOUN
easat-11273	261	7	exhibit	exhibit	VERB
easat-11273	261	8	a	a	DET
easat-11273	261	9	pattern	pattern	NOUN
easat-11273	261	10	centered	center	VERB
easat-11273	261	11	on	on	ADP
easat-11273	261	12	empirical	empirical	ADJ
easat-11273	261	13	precision	precision	NOUN
easat-11273	261	14	,	,	PUNCT
easat-11273	261	15	clinical	clinical	ADJ
easat-11273	261	16	integration	integration	NOUN
easat-11273	261	17	,	,	PUNCT
easat-11273	261	18	and	and	CCONJ
easat-11273	261	19	diagnostic	diagnostic	ADJ
easat-11273	261	20	automation	automation	NOUN
easat-11273	261	21	.	.	PUNCT
easat-11273	262	1	topics	topic	NOUN
easat-11273	262	2	such	such	ADJ
easat-11273	262	3	as	as	ADP
easat-11273	262	4	mri	mri	NOUN
easat-11273	262	5	-	-	PUNCT
easat-11273	262	6	based	base	VERB
easat-11273	262	7	image	image	NOUN
easat-11273	262	8	analysis	analysis	NOUN
easat-11273	262	9	,	,	PUNCT
easat-11273	262	10	dose	dose	NOUN
easat-11273	262	11	optimization	optimization	NOUN
easat-11273	262	12	,	,	PUNCT
easat-11273	262	13	and	and	CCONJ
easat-11273	262	14	multimodal	multimodal	NOUN
easat-11273	262	15	data	datum	NOUN
easat-11273	262	16	assessment	assessment	NOUN
easat-11273	262	17	indicate	indicate	VERB
easat-11273	262	18	the	the	DET
easat-11273	262	19	growing	grow	VERB
easat-11273	262	20	maturity	maturity	NOUN
easat-11273	262	21	of	of	ADP
easat-11273	262	22	deep	deep	ADJ
easat-11273	262	23	learning	learning	NOUN
easat-11273	262	24	within	within	ADP
easat-11273	262	25	biomedical	biomedical	ADJ
easat-11273	262	26	and	and	CCONJ
easat-11273	262	27	geophysical	geophysical	ADJ
easat-11273	262	28	contexts	contexts	NOUN
easat-11273	262	29	.	.	PUNCT
easat-11273	263	1	the	the	DET
easat-11273	263	2	high	high	ADJ
easat-11273	263	3	coherence	coherence	NOUN
easat-11273	263	4	scores	score	NOUN
easat-11273	263	5	in	in	ADP
easat-11273	263	6	this	this	DET
easat-11273	263	7	domain	domain	NOUN
easat-11273	263	8	support	support	VERB
easat-11273	263	9	the	the	DET
easat-11273	263	10	idea	idea	NOUN
easat-11273	263	11	that	that	SCONJ
easat-11273	263	12	natural	natural	ADJ
easat-11273	263	13	sciences	science	NOUN
easat-11273	263	14	are	be	AUX
easat-11273	263	15	leveraging	leverage	VERB
easat-11273	263	16	ai	ai	VERB
easat-11273	263	17	not	not	PART
easat-11273	263	18	merely	merely	ADV
easat-11273	263	19	as	as	ADP
easat-11273	263	20	an	an	DET
easat-11273	263	21	analytical	analytical	ADJ
easat-11273	263	22	supplement	supplement	NOUN
easat-11273	263	23	but	but	CCONJ
easat-11273	263	24	as	as	ADP
easat-11273	263	25	a	a	DET
easat-11273	263	26	fundamental	fundamental	ADJ
easat-11273	263	27	methodological	methodological	ADJ
easat-11273	263	28	core	core	NOUN
easat-11273	263	29	.	.	PUNCT
easat-11273	264	1	in	in	ADP
easat-11273	264	2	fields	field	NOUN
easat-11273	264	3	such	such	ADJ
easat-11273	264	4	as	as	ADP
easat-11273	264	5	radiology	radiology	NOUN
easat-11273	264	6	,	,	PUNCT
easat-11273	264	7	oncology	oncology	NOUN
easat-11273	264	8	,	,	PUNCT
easat-11273	264	9	and	and	CCONJ
easat-11273	264	10	seismology	seismology	NOUN
easat-11273	264	11	,	,	PUNCT
easat-11273	264	12	deep	deep	ADJ
easat-11273	264	13	learning	learning	NOUN
easat-11273	264	14	models	model	NOUN
easat-11273	264	15	are	be	AUX
easat-11273	264	16	increasingly	increasingly	ADV
easat-11273	264	17	embedded	embed	VERB
easat-11273	264	18	in	in	ADP
easat-11273	264	19	scientific	scientific	ADJ
easat-11273	264	20	workflows	workflow	NOUN
easat-11273	264	21	that	that	PRON
easat-11273	264	22	demand	demand	VERB
easat-11273	264	23	interpretability	interpretability	NOUN
easat-11273	264	24	,	,	PUNCT
easat-11273	264	25	reproducibility	reproducibility	NOUN
easat-11273	264	26	,	,	PUNCT
easat-11273	264	27	and	and	CCONJ
easat-11273	264	28	high	high	ADJ
easat-11273	264	29	-	-	PUNCT
easat-11273	264	30	dimensional	dimensional	ADJ
easat-11273	264	31	data	datum	NOUN
easat-11273	264	32	handling	handling	NOUN
easat-11273	264	33	.	.	PUNCT
easat-11273	265	1	the	the	DET
easat-11273	265	2	social	social	ADJ
easat-11273	265	3	sciences	science	NOUN
easat-11273	265	4	,	,	PUNCT
easat-11273	265	5	in	in	ADP
easat-11273	265	6	comparison	comparison	NOUN
easat-11273	265	7	,	,	PUNCT
easat-11273	265	8	present	present	VERB
easat-11273	265	9	a	a	DET
easat-11273	265	10	broader	broad	ADJ
easat-11273	265	11	and	and	CCONJ
easat-11273	265	12	more	more	ADV
easat-11273	265	13	pluralistic	pluralistic	ADJ
easat-11273	265	14	thematic	thematic	ADJ
easat-11273	265	15	landscape	landscape	NOUN
easat-11273	265	16	.	.	PUNCT
easat-11273	266	1	the	the	DET
easat-11273	266	2	diversity	diversity	NOUN
easat-11273	266	3	of	of	ADP
easat-11273	266	4	topics	topic	NOUN
easat-11273	266	5	from	from	ADP
easat-11273	266	6	ensemble	ensemble	ADJ
easat-11273	266	7	forecasting	forecasting	NOUN
easat-11273	266	8	models	model	NOUN
easat-11273	266	9	to	to	ADP
easat-11273	266	10	algorithmic	algorithmic	ADJ
easat-11273	266	11	governance	governance	NOUN
easat-11273	266	12	reflects	reflect	VERB
easat-11273	266	13	an	an	DET
easat-11273	266	14	ongoing	ongoing	ADJ
easat-11273	266	15	shift	shift	NOUN
easat-11273	266	16	toward	toward	ADP
easat-11273	266	17	computational	computational	ADJ
easat-11273	266	18	social	social	ADJ
easat-11273	266	19	science	science	NOUN
easat-11273	266	20	.	.	PUNCT
easat-11273	267	1	while	while	SCONJ
easat-11273	267	2	the	the	DET
easat-11273	267	3	coherence	coherence	NOUN
easat-11273	267	4	scores	score	NOUN
easat-11273	267	5	are	be	AUX
easat-11273	267	6	comparatively	comparatively	ADV
easat-11273	267	7	lower	low	ADJ
easat-11273	267	8	,	,	PUNCT
easat-11273	267	9	this	this	PRON
easat-11273	267	10	aligns	align	VERB
easat-11273	267	11	with	with	ADP
easat-11273	267	12	the	the	DET
easat-11273	267	13	field	field	NOUN
easat-11273	267	14	’s	’s	PART
easat-11273	267	15	interpretive	interpretive	ADJ
easat-11273	267	16	flexibility	flexibility	NOUN
easat-11273	267	17	and	and	CCONJ
easat-11273	267	18	epistemological	epistemological	ADJ
easat-11273	267	19	heterogeneity	heterogeneity	NOUN
easat-11273	267	20	.	.	PUNCT
easat-11273	268	1	importantly	importantly	ADV
easat-11273	268	2	,	,	PUNCT
easat-11273	268	3	terms	term	NOUN
easat-11273	268	4	such	such	ADJ
easat-11273	268	5	as	as	ADP
easat-11273	268	6	“	"	PUNCT
easat-11273	268	7	policy	policy	NOUN
easat-11273	268	8	,	,	PUNCT
easat-11273	268	9	”	"	PUNCT
easat-11273	268	10	“	"	PUNCT
easat-11273	268	11	behavior	behavior	NOUN
easat-11273	268	12	,	,	PUNCT
easat-11273	268	13	”	"	PUNCT
easat-11273	268	14	and	and	CCONJ
easat-11273	268	15	“	"	PUNCT
easat-11273	268	16	algorithm	algorithm	NOUN
easat-11273	268	17	”	"	PUNCT
easat-11273	268	18	suggest	suggest	VERB
easat-11273	268	19	a	a	DET
easat-11273	268	20	growing	grow	VERB
easat-11273	268	21	engagement	engagement	NOUN
easat-11273	268	22	with	with	ADP
easat-11273	268	23	the	the	DET
easat-11273	268	24	ethical	ethical	ADJ
easat-11273	268	25	,	,	PUNCT
easat-11273	268	26	societal	societal	ADJ
easat-11273	268	27	,	,	PUNCT
easat-11273	268	28	and	and	CCONJ
easat-11273	268	29	human	human	NOUN
easat-11273	268	30	-	-	PUNCT
easat-11273	268	31	centered	center	VERB
easat-11273	268	32	implications	implication	NOUN
easat-11273	268	33	of	of	ADP
easat-11273	268	34	artificial	artificial	ADJ
easat-11273	268	35	intelligence	intelligence	NOUN
easat-11273	268	36	.	.	PUNCT
easat-11273	269	1	in	in	ADP
easat-11273	269	2	this	this	DET
easat-11273	269	3	context	context	NOUN
easat-11273	269	4	,	,	PUNCT
easat-11273	269	5	deep	deep	ADJ
easat-11273	269	6	learning	learning	NOUN
easat-11273	269	7	is	be	AUX
easat-11273	269	8	not	not	PART
easat-11273	269	9	simply	simply	ADV
easat-11273	269	10	a	a	DET
easat-11273	269	11	predictive	predictive	ADJ
easat-11273	269	12	instrument	instrument	NOUN
easat-11273	269	13	but	but	CCONJ
easat-11273	269	14	a	a	DET
easat-11273	269	15	lens	lens	NOUN
easat-11273	269	16	through	through	ADP
easat-11273	269	17	which	which	PRON
easat-11273	269	18	social	social	ADJ
easat-11273	269	19	systems	system	NOUN
easat-11273	269	20	,	,	PUNCT
easat-11273	269	21	norms	norm	NOUN
easat-11273	269	22	,	,	PUNCT
easat-11273	269	23	and	and	CCONJ
easat-11273	269	24	inequalities	inequality	NOUN
easat-11273	269	25	are	be	AUX
easat-11273	269	26	being	be	AUX
easat-11273	269	27	reexamined	reexamine	VERB
easat-11273	269	28	.	.	PUNCT
easat-11273	270	1	notwithstanding	notwithstanding	ADP
easat-11273	270	2	these	these	DET
easat-11273	270	3	disciplinary	disciplinary	ADJ
easat-11273	270	4	distinctions	distinction	NOUN
easat-11273	270	5	,	,	PUNCT
easat-11273	270	6	several	several	ADJ
easat-11273	270	7	cross	cross	ADJ
easat-11273	270	8	-	-	ADJ
easat-11273	270	9	cutting	cutting	ADJ
easat-11273	270	10	patterns	pattern	NOUN
easat-11273	270	11	emerged	emerge	VERB
easat-11273	270	12	.	.	PUNCT
easat-11273	271	1	the	the	DET
easat-11273	271	2	frequent	frequent	ADJ
easat-11273	271	3	appearance	appearance	NOUN
easat-11273	271	4	of	of	ADP
easat-11273	271	5	terms	term	NOUN
easat-11273	271	6	such	such	ADJ
easat-11273	271	7	as	as	ADP
easat-11273	271	8	“	"	PUNCT
easat-11273	271	9	model	model	NOUN
easat-11273	271	10	,	,	PUNCT
easat-11273	271	11	”	"	PUNCT
easat-11273	271	12	“	"	PUNCT
easat-11273	271	13	framework	framework	NOUN
easat-11273	271	14	,	,	PUNCT
easat-11273	271	15	”	"	PUNCT
easat-11273	271	16	“	"	PUNCT
easat-11273	271	17	analysis	analysis	NOUN
easat-11273	271	18	,	,	PUNCT
easat-11273	271	19	”	"	PUNCT
easat-11273	271	20	and	and	CCONJ
easat-11273	271	21	“	"	PUNCT
easat-11273	271	22	system	system	NOUN
easat-11273	271	23	”	"	PUNCT
easat-11273	271	24	across	across	ADP
easat-11273	271	25	all	all	DET
easat-11273	271	26	domains	domain	NOUN
easat-11273	271	27	signals	signal	VERB
easat-11273	271	28	a	a	DET
easat-11273	271	29	convergence	convergence	NOUN
easat-11273	271	30	toward	toward	ADP
easat-11273	271	31	shared	share	VERB
easat-11273	271	32	methodological	methodological	ADJ
easat-11273	271	33	practices	practice	NOUN
easat-11273	271	34	.	.	PUNCT
easat-11273	272	1	deep	deep	ADJ
easat-11273	272	2	learning	learning	NOUN
easat-11273	272	3	appears	appear	VERB
easat-11273	272	4	to	to	PART
easat-11273	272	5	be	be	AUX
easat-11273	272	6	catalyzing	catalyze	VERB
easat-11273	272	7	an	an	DET
easat-11273	272	8	epistemic	epistemic	ADJ
easat-11273	272	9	realignment	realignment	NOUN
easat-11273	272	10	in	in	ADP
easat-11273	272	11	which	which	PRON
easat-11273	272	12	modeling	modeling	NOUN
easat-11273	272	13	and	and	CCONJ
easat-11273	272	14	data	datum	NOUN
easat-11273	272	15	-	-	PUNCT
easat-11273	272	16	driven	drive	VERB
easat-11273	272	17	reasoning	reasoning	NOUN
easat-11273	272	18	act	act	NOUN
easat-11273	272	19	as	as	ADP
easat-11273	272	20	unifying	unify	VERB
easat-11273	272	21	paradigms	paradigm	NOUN
easat-11273	272	22	.	.	PUNCT
easat-11273	273	1	this	this	PRON
easat-11273	273	2	not	not	PART
easat-11273	273	3	only	only	ADV
easat-11273	273	4	facilitates	facilitate	VERB
easat-11273	273	5	interdisciplinary	interdisciplinary	ADJ
easat-11273	273	6	dialogue	dialogue	NOUN
easat-11273	273	7	but	but	CCONJ
easat-11273	273	8	also	also	ADV
easat-11273	273	9	enables	enable	VERB
easat-11273	273	10	methodological	methodological	ADJ
easat-11273	273	11	transfers	transfer	NOUN
easat-11273	273	12	such	such	ADJ
easat-11273	273	13	as	as	ADP
easat-11273	273	14	applying	apply	VERB
easat-11273	273	15	diagnostic	diagnostic	ADJ
easat-11273	273	16	tools	tool	NOUN
easat-11273	273	17	from	from	ADP
easat-11273	273	18	medical	medical	ADJ
easat-11273	273	19	imaging	imaging	NOUN
easat-11273	273	20	to	to	ADP
easat-11273	273	21	behavioral	behavioral	ADJ
easat-11273	273	22	prediction	prediction	NOUN
easat-11273	273	23	in	in	ADP
easat-11273	273	24	policy	policy	NOUN
easat-11273	273	25	settings	setting	NOUN
easat-11273	273	26	.	.	PUNCT
easat-11273	274	1	such	such	ADJ
easat-11273	274	2	convergence	convergence	NOUN
easat-11273	274	3	underscores	underscore	VERB
easat-11273	274	4	the	the	DET
easat-11273	274	5	growing	grow	VERB
easat-11273	274	6	importance	importance	NOUN
easat-11273	274	7	of	of	ADP
easat-11273	274	8	computational	computational	ADJ
easat-11273	274	9	thinking	thinking	NOUN
easat-11273	274	10	as	as	ADP
easat-11273	274	11	a	a	DET
easat-11273	274	12	lingua	lingua	X
easat-11273	274	13	franca	franca	NOUN
easat-11273	274	14	across	across	ADP
easat-11273	274	15	sciences	science	NOUN
easat-11273	274	16	.	.	PUNCT
easat-11273	275	1	from	from	ADP
easat-11273	275	2	a	a	DET
easat-11273	275	3	methodological	methodological	ADJ
easat-11273	275	4	perspective	perspective	NOUN
easat-11273	275	5	,	,	PUNCT
easat-11273	275	6	the	the	DET
easat-11273	275	7	use	use	NOUN
easat-11273	275	8	of	of	ADP
easat-11273	275	9	lda	lda	ADJ
easat-11273	275	10	topic	topic	NOUN
easat-11273	275	11	modeling	modeling	NOUN
easat-11273	275	12	proved	prove	VERB
easat-11273	275	13	to	to	PART
easat-11273	275	14	be	be	AUX
easat-11273	275	15	an	an	DET
easat-11273	275	16	effective	effective	ADJ
easat-11273	275	17	metaanalytical	metaanalytical	ADJ
easat-11273	275	18	strategy	strategy	NOUN
easat-11273	275	19	for	for	ADP
easat-11273	275	20	synthesizing	synthesize	VERB
easat-11273	275	21	scientific	scientific	ADJ
easat-11273	275	22	discourse	discourse	NOUN
easat-11273	275	23	.	.	PUNCT
easat-11273	276	1	beyond	beyond	ADP
easat-11273	276	2	identifying	identify	VERB
easat-11273	276	3	thematic	thematic	ADJ
easat-11273	276	4	prevalence	prevalence	NOUN
easat-11273	276	5	,	,	PUNCT
easat-11273	276	6	this	this	DET
easat-11273	276	7	approach	approach	NOUN
easat-11273	276	8	illuminated	illuminate	VERB
easat-11273	276	9	the	the	DET
easat-11273	276	10	internal	internal	ADJ
easat-11273	276	11	organization	organization	NOUN
easat-11273	276	12	of	of	ADP
easat-11273	276	13	research	research	NOUN
easat-11273	276	14	domains	domain	NOUN
easat-11273	276	15	and	and	CCONJ
easat-11273	276	16	revealed	reveal	VERB
easat-11273	276	17	how	how	SCONJ
easat-11273	276	18	terminological	terminological	ADJ
easat-11273	276	19	clusters	cluster	NOUN
easat-11273	276	20	evolve	evolve	VERB
easat-11273	276	21	and	and	CCONJ
easat-11273	276	22	cohere	cohere	ADJ
easat-11273	276	23	.	.	PUNCT
easat-11273	277	1	evaluation	evaluation	NOUN
easat-11273	277	2	metrics	metric	NOUN
easat-11273	277	3	like	like	ADP
easat-11273	277	4	coherence	coherence	NOUN
easat-11273	277	5	and	and	CCONJ
easat-11273	277	6	perplexity	perplexity	NOUN
easat-11273	277	7	provided	provide	VERB
easat-11273	277	8	quantitative	quantitative	ADJ
easat-11273	277	9	measures	measure	NOUN
easat-11273	277	10	of	of	ADP
easat-11273	277	11	topic	topic	NOUN
easat-11273	277	12	quality	quality	NOUN
easat-11273	277	13	,	,	PUNCT
easat-11273	277	14	while	while	SCONJ
easat-11273	277	15	qualitative	qualitative	ADJ
easat-11273	277	16	interpretation	interpretation	NOUN
easat-11273	277	17	allowed	allow	VERB
easat-11273	277	18	for	for	ADP
easat-11273	277	19	context	context	NOUN
easat-11273	277	20	-	-	PUNCT
easat-11273	277	21	sensitive	sensitive	ADJ
easat-11273	277	22	domain	domain	NOUN
easat-11273	277	23	mapping	mapping	NOUN
easat-11273	277	24	.	.	PUNCT
easat-11273	278	1	this	this	DET
easat-11273	278	2	dual	dual	ADJ
easat-11273	278	3	-	-	PUNCT
easat-11273	278	4	mode	mode	NOUN
easat-11273	278	5	approach	approach	NOUN
easat-11273	278	6	reinforces	reinforce	VERB
easat-11273	278	7	the	the	DET
easat-11273	278	8	value	value	NOUN
easat-11273	278	9	of	of	ADP
easat-11273	278	10	unsupervised	unsupervised	ADJ
easat-11273	278	11	learning	learning	NOUN
easat-11273	278	12	in	in	ADP
easat-11273	278	13	bibliometric	bibliometric	ADJ
easat-11273	278	14	and	and	CCONJ
easat-11273	278	15	science	science	NOUN
easat-11273	278	16	-	-	PUNCT
easat-11273	278	17	of	of	ADP
easat-11273	278	18	-	-	PUNCT
easat-11273	278	19	science	science	NOUN
easat-11273	278	20	studies	study	NOUN
easat-11273	278	21	[	[	X
easat-11273	278	22	19	19	NUM
easat-11273	278	23	,	,	PUNCT
easat-11273	278	24	20	20	NUM
easat-11273	278	25	]	]	PUNCT
easat-11273	278	26	.	.	PUNCT
easat-11273	279	1	looking	look	VERB
easat-11273	279	2	ahead	ahead	ADV
easat-11273	279	3	,	,	PUNCT
easat-11273	279	4	future	future	ADJ
easat-11273	279	5	research	research	NOUN
easat-11273	279	6	may	may	AUX
easat-11273	279	7	benefit	benefit	VERB
easat-11273	279	8	from	from	ADP
easat-11273	279	9	several	several	ADJ
easat-11273	279	10	extensions	extension	NOUN
easat-11273	279	11	.	.	PUNCT
easat-11273	280	1	first	first	ADV
easat-11273	280	2	,	,	PUNCT
easat-11273	280	3	incorporating	incorporate	VERB
easat-11273	280	4	full	full	ADJ
easat-11273	280	5	-	-	PUNCT
easat-11273	280	6	text	text	NOUN
easat-11273	280	7	analysis	analysis	NOUN
easat-11273	280	8	rather	rather	ADV
easat-11273	280	9	than	than	ADP
easat-11273	280	10	title	title	NOUN
easat-11273	280	11	-	-	PUNCT
easat-11273	280	12	only	only	ADJ
easat-11273	280	13	data	datum	NOUN
easat-11273	280	14	would	would	AUX
easat-11273	280	15	enrich	enrich	VERB
easat-11273	280	16	the	the	DET
easat-11273	280	17	semantic	semantic	ADJ
easat-11273	280	18	granularity	granularity	NOUN
easat-11273	280	19	of	of	ADP
easat-11273	280	20	topic	topic	NOUN
easat-11273	280	21	modeling	modeling	NOUN
easat-11273	280	22	,	,	PUNCT
easat-11273	280	23	allowing	allow	VERB
easat-11273	280	24	for	for	ADP
easat-11273	280	25	deeper	deep	ADJ
easat-11273	280	26	insights	insight	NOUN
easat-11273	280	27	into	into	ADP
easat-11273	280	28	argumentation	argumentation	NOUN
easat-11273	280	29	patterns	pattern	NOUN
easat-11273	280	30	and	and	CCONJ
easat-11273	280	31	methodological	methodological	ADJ
easat-11273	280	32	nuances	nuance	NOUN
easat-11273	280	33	.	.	PUNCT
easat-11273	281	1	second	second	ADV
easat-11273	281	2	,	,	PUNCT
easat-11273	281	3	moving	move	VERB
easat-11273	281	4	beyond	beyond	ADP
easat-11273	281	5	disciplinary	disciplinary	ADJ
easat-11273	281	6	groupings	grouping	NOUN
easat-11273	281	7	to	to	PART
easat-11273	281	8	explore	explore	VERB
easat-11273	281	9	subdomain	subdomain	NOUN
easat-11273	281	10	-	-	PUNCT
easat-11273	281	11	level	level	NOUN
easat-11273	281	12	differences	difference	NOUN
easat-11273	281	13	(	(	PUNCT
easat-11273	281	14	e.g.	e.g.	ADV
easat-11273	281	15	,	,	PUNCT
easat-11273	281	16	within	within	ADP
easat-11273	281	17	engineering	engineering	NOUN
easat-11273	281	18	:	:	PUNCT
easat-11273	281	19	energy	energy	NOUN
easat-11273	281	20	systems	system	NOUN
easat-11273	281	21	vs.	vs.	ADP
easat-11273	281	22	robotics	robotic	NOUN
easat-11273	281	23	)	)	PUNCT
easat-11273	281	24	could	could	AUX
easat-11273	281	25	yield	yield	VERB
easat-11273	281	26	a	a	DET
easat-11273	281	27	finer	finer	ADV
easat-11273	281	28	-	-	PUNCT
easat-11273	281	29	grained	grain	VERB
easat-11273	281	30	understanding	understanding	NOUN
easat-11273	281	31	of	of	ADP
easat-11273	281	32	research	research	NOUN
easat-11273	281	33	specialization	specialization	NOUN
easat-11273	281	34	.	.	PUNCT
easat-11273	282	1	third	third	ADJ
easat-11273	282	2	,	,	PUNCT
easat-11273	282	3	integrating	integrate	VERB
easat-11273	282	4	lda	lda	PROPN
easat-11273	282	5	with	with	ADP
easat-11273	282	6	citation	citation	NOUN
easat-11273	282	7	network	network	NOUN
easat-11273	282	8	analysis	analysis	NOUN
easat-11273	282	9	,	,	PUNCT
easat-11273	282	10	co	co	ADJ
easat-11273	282	11	-	-	NOUN
easat-11273	282	12	authorship	authorship	ADJ
easat-11273	282	13	data	datum	NOUN
easat-11273	282	14	,	,	PUNCT
easat-11273	282	15	or	or	CCONJ
easat-11273	282	16	author	author	NOUN
easat-11273	282	17	-	-	PUNCT
easat-11273	282	18	topic	topic	NOUN
easat-11273	282	19	modeling	modeling	NOUN
easat-11273	282	20	would	would	AUX
easat-11273	282	21	illuminate	illuminate	VERB
easat-11273	282	22	77	77	NUM
easat-11273	282	23	edelweiss	edelweiss	PROPN
easat-11273	282	24	applied	apply	VERB
easat-11273	282	25	science	science	NOUN
easat-11273	282	26	and	and	CCONJ
easat-11273	282	27	technology	technology	NOUN
easat-11273	282	28	issn	issn	PROPN
easat-11273	282	29	:	:	PUNCT
easat-11273	282	30	2576	2576	NUM
easat-11273	282	31	-	-	SYM
easat-11273	282	32	8484	8484	NUM
easat-11273	282	33	vol	vol	NOUN
easat-11273	282	34	.	.	PROPN
easat-11273	283	1	9	9	NUM
easat-11273	283	2	,	,	PUNCT
easat-11273	283	3	no	no	INTJ
easat-11273	283	4	.	.	NOUN
easat-11273	283	5	12	12	NUM
easat-11273	283	6	:	:	PUNCT
easat-11273	283	7	66	66	NUM
easat-11273	283	8	-	-	SYM
easat-11273	283	9	80	80	NUM
easat-11273	283	10	,	,	PUNCT
easat-11273	283	11	2025	2025	NUM
easat-11273	283	12	doi	doi	NOUN
easat-11273	283	13	:	:	PUNCT
easat-11273	283	14	10.55214/2576	10.55214/2576	NUM
easat-11273	283	15	-	-	SYM
easat-11273	283	16	8484.v9i12.11273	8484.v9i12.11273	NOUN
easat-11273	284	1	©	©	PROPN
easat-11273	284	2	2025	2025	NUM
easat-11273	284	3	by	by	ADP
easat-11273	284	4	the	the	DET
easat-11273	284	5	author	author	NOUN
easat-11273	284	6	;	;	PUNCT
easat-11273	284	7	licensee	licensee	PROPN
easat-11273	284	8	learning	learn	VERB
easat-11273	284	9	gate	gate	NOUN
easat-11273	284	10	patterns	pattern	NOUN
easat-11273	284	11	of	of	ADP
easat-11273	284	12	collaboration	collaboration	NOUN
easat-11273	284	13	,	,	PUNCT
easat-11273	284	14	intellectual	intellectual	ADJ
easat-11273	284	15	lineage	lineage	NOUN
easat-11273	284	16	,	,	PUNCT
easat-11273	284	17	and	and	CCONJ
easat-11273	284	18	knowledge	knowledge	NOUN
easat-11273	284	19	diffusion	diffusion	NOUN
easat-11273	284	20	.	.	PUNCT
easat-11273	285	1	finally	finally	ADV
easat-11273	285	2	,	,	PUNCT
easat-11273	285	3	the	the	DET
easat-11273	285	4	inclusion	inclusion	NOUN
easat-11273	285	5	of	of	ADP
easat-11273	285	6	humanin	humanin	PROPN
easat-11273	285	7	-	-	PUNCT
easat-11273	285	8	the	the	DET
easat-11273	285	9	-	-	PUNCT
easat-11273	285	10	loop	loop	NOUN
easat-11273	285	11	feedback	feedback	NOUN
easat-11273	285	12	mechanisms	mechanism	NOUN
easat-11273	285	13	could	could	AUX
easat-11273	285	14	help	help	VERB
easat-11273	285	15	refine	refine	VERB
easat-11273	285	16	topic	topic	NOUN
easat-11273	285	17	validity	validity	NOUN
easat-11273	285	18	and	and	CCONJ
easat-11273	285	19	enhance	enhance	VERB
easat-11273	285	20	model	model	NOUN
easat-11273	285	21	interpretability	interpretability	NOUN
easat-11273	285	22	for	for	ADP
easat-11273	285	23	interdisciplinary	interdisciplinary	ADJ
easat-11273	285	24	audiences	audience	NOUN
easat-11273	285	25	.	.	PUNCT
easat-11273	286	1	in	in	ADP
easat-11273	286	2	summary	summary	NOUN
easat-11273	286	3	,	,	PUNCT
easat-11273	286	4	this	this	DET
easat-11273	286	5	study	study	NOUN
easat-11273	286	6	affirms	affirm	VERB
easat-11273	286	7	that	that	SCONJ
easat-11273	286	8	deep	deep	ADJ
easat-11273	286	9	learning	learning	NOUN
easat-11273	286	10	is	be	AUX
easat-11273	286	11	not	not	PART
easat-11273	286	12	merely	merely	ADV
easat-11273	286	13	a	a	DET
easat-11273	286	14	technological	technological	ADJ
easat-11273	286	15	phenomenon	phenomenon	NOUN
easat-11273	286	16	but	but	CCONJ
easat-11273	286	17	a	a	DET
easat-11273	286	18	transformational	transformational	ADJ
easat-11273	286	19	force	force	NOUN
easat-11273	286	20	that	that	PRON
easat-11273	286	21	is	be	AUX
easat-11273	286	22	reshaping	reshape	VERB
easat-11273	286	23	scientific	scientific	ADJ
easat-11273	286	24	inquiry	inquiry	NOUN
easat-11273	286	25	across	across	ADP
easat-11273	286	26	domains	domain	NOUN
easat-11273	286	27	.	.	PUNCT
easat-11273	287	1	it	it	PRON
easat-11273	287	2	acts	act	VERB
easat-11273	287	3	as	as	ADP
easat-11273	287	4	both	both	CCONJ
easat-11273	287	5	an	an	DET
easat-11273	287	6	enabler	enabler	NOUN
easat-11273	287	7	of	of	ADP
easat-11273	287	8	discovery	discovery	NOUN
easat-11273	287	9	and	and	CCONJ
easat-11273	287	10	a	a	DET
easat-11273	287	11	catalyst	catalyst	NOUN
easat-11273	287	12	for	for	ADP
easat-11273	287	13	methodological	methodological	ADJ
easat-11273	287	14	innovation	innovation	NOUN
easat-11273	287	15	.	.	PUNCT
easat-11273	288	1	by	by	ADP
easat-11273	288	2	adopting	adopt	VERB
easat-11273	288	3	a	a	DET
easat-11273	288	4	comparative	comparative	ADJ
easat-11273	288	5	framework	framework	NOUN
easat-11273	288	6	,	,	PUNCT
easat-11273	288	7	we	we	PRON
easat-11273	288	8	offer	offer	VERB
easat-11273	288	9	a	a	DET
easat-11273	288	10	novel	novel	ADJ
easat-11273	288	11	perspective	perspective	NOUN
easat-11273	288	12	on	on	ADP
easat-11273	288	13	how	how	SCONJ
easat-11273	288	14	different	different	ADJ
easat-11273	288	15	academic	academic	ADJ
easat-11273	288	16	communities	community	NOUN
easat-11273	288	17	are	be	AUX
easat-11273	288	18	internalizing	internalize	VERB
easat-11273	288	19	and	and	CCONJ
easat-11273	288	20	operationalizing	operationalize	VERB
easat-11273	288	21	ai	ai	PROPN
easat-11273	288	22	technologies	technology	NOUN
easat-11273	288	23	.	.	PUNCT
easat-11273	289	1	ultimately	ultimately	ADV
easat-11273	289	2	,	,	PUNCT
easat-11273	289	3	this	this	DET
easat-11273	289	4	work	work	NOUN
easat-11273	289	5	contributes	contribute	VERB
easat-11273	289	6	to	to	ADP
easat-11273	289	7	a	a	DET
easat-11273	289	8	broader	broad	ADJ
easat-11273	289	9	conversation	conversation	NOUN
easat-11273	289	10	on	on	ADP
easat-11273	289	11	the	the	DET
easat-11273	289	12	epistemological	epistemological	ADJ
easat-11273	289	13	and	and	CCONJ
easat-11273	289	14	institutional	institutional	ADJ
easat-11273	289	15	implications	implication	NOUN
easat-11273	289	16	of	of	ADP
easat-11273	289	17	machine	machine	NOUN
easat-11273	289	18	learning	learning	NOUN
easat-11273	289	19	,	,	PUNCT
easat-11273	289	20	encouraging	encourage	VERB
easat-11273	289	21	further	further	ADJ
easat-11273	289	22	meta	meta	ADJ
easat-11273	289	23	-	-	ADJ
easat-11273	289	24	analytical	analytical	ADJ
easat-11273	289	25	research	research	NOUN
easat-11273	289	26	that	that	PRON
easat-11273	289	27	bridges	bridge	NOUN
easat-11273	289	28	disciplinary	disciplinary	ADJ
easat-11273	289	29	divides	divide	NOUN
easat-11273	289	30	and	and	CCONJ
easat-11273	289	31	fosters	foster	VERB
easat-11273	289	32	integrative	integrative	ADJ
easat-11273	289	33	knowledge	knowledge	NOUN
easat-11273	289	34	production	production	NOUN
easat-11273	289	35	.	.	PUNCT
easat-11273	290	1	funding	funding	NOUN
easat-11273	290	2	:	:	PUNCT
easat-11273	290	3	this	this	DET
easat-11273	290	4	paper	paper	NOUN
easat-11273	290	5	was	be	AUX
easat-11273	290	6	supported	support	VERB
easat-11273	290	7	by	by	ADP
easat-11273	290	8	joongbu	joongbu	PROPN
easat-11273	290	9	university	university	PROPN
easat-11273	290	10	research	research	PROPN
easat-11273	290	11	&	&	CCONJ
easat-11273	290	12	development	development	PROPN
easat-11273	290	13	fund	fund	PROPN
easat-11273	290	14	,	,	PUNCT
easat-11273	290	15	in	in	ADP
easat-11273	290	16	2025	2025	NUM
easat-11273	290	17	.	.	PUNCT
easat-11273	291	1	transparency	transparency	NOUN
easat-11273	291	2	:	:	PUNCT
easat-11273	291	3	the	the	DET
easat-11273	291	4	author	author	NOUN
easat-11273	291	5	confirms	confirm	VERB
easat-11273	291	6	that	that	SCONJ
easat-11273	291	7	the	the	DET
easat-11273	291	8	manuscript	manuscript	NOUN
easat-11273	291	9	is	be	AUX
easat-11273	291	10	an	an	DET
easat-11273	291	11	honest	honest	ADJ
easat-11273	291	12	,	,	PUNCT
easat-11273	291	13	accurate	accurate	ADJ
easat-11273	291	14	,	,	PUNCT
easat-11273	291	15	and	and	CCONJ
easat-11273	291	16	transparent	transparent	ADJ
easat-11273	291	17	account	account	NOUN
easat-11273	291	18	of	of	ADP
easat-11273	291	19	the	the	DET
easat-11273	291	20	study	study	NOUN
easat-11273	291	21	;	;	PUNCT
easat-11273	291	22	that	that	SCONJ
easat-11273	291	23	no	no	DET
easat-11273	291	24	vital	vital	ADJ
easat-11273	291	25	features	feature	NOUN
easat-11273	291	26	of	of	ADP
easat-11273	291	27	the	the	DET
easat-11273	291	28	study	study	NOUN
easat-11273	291	29	have	have	AUX
easat-11273	291	30	been	be	AUX
easat-11273	291	31	omitted	omit	VERB
easat-11273	291	32	;	;	PUNCT
easat-11273	291	33	and	and	CCONJ
easat-11273	291	34	that	that	SCONJ
easat-11273	291	35	any	any	DET
easat-11273	291	36	discrepancies	discrepancy	NOUN
easat-11273	291	37	from	from	ADP
easat-11273	291	38	the	the	DET
easat-11273	291	39	study	study	NOUN
easat-11273	291	40	as	as	SCONJ
easat-11273	291	41	planned	plan	VERB
easat-11273	291	42	have	have	AUX
easat-11273	291	43	been	be	AUX
easat-11273	291	44	explained	explain	VERB
easat-11273	291	45	.	.	PUNCT
easat-11273	292	1	this	this	DET
easat-11273	292	2	study	study	NOUN
easat-11273	292	3	followed	follow	VERB
easat-11273	292	4	all	all	DET
easat-11273	292	5	ethical	ethical	ADJ
easat-11273	292	6	practices	practice	NOUN
easat-11273	292	7	during	during	ADP
easat-11273	292	8	writing	writing	NOUN
easat-11273	292	9	.	.	PUNCT
easat-11273	293	1	acknowledgments	acknowledgment	NOUN
easat-11273	293	2	:	:	PUNCT
easat-11273	293	3	during	during	ADP
easat-11273	293	4	the	the	DET
easat-11273	293	5	preparation	preparation	NOUN
easat-11273	293	6	of	of	ADP
easat-11273	293	7	this	this	DET
easat-11273	293	8	manuscript	manuscript	NOUN
easat-11273	293	9	/	/	SYM
easat-11273	293	10	study	study	NOUN
easat-11273	293	11	,	,	PUNCT
easat-11273	293	12	the	the	DET
easat-11273	293	13	author(s	author(s	NOUN
easat-11273	293	14	)	)	PUNCT
easat-11273	293	15	used	use	VERB
easat-11273	293	16	chatgpt	chatgpt	NOUN
easat-11273	293	17	4o	4o	NUM
easat-11273	293	18	for	for	ADP
easat-11273	293	19	the	the	DET
easat-11273	293	20	purposes	purpose	NOUN
easat-11273	293	21	of	of	ADP
easat-11273	293	22	proofreading	proofread	VERB
easat-11273	293	23	sentences	sentence	NOUN
easat-11273	293	24	.	.	PUNCT
easat-11273	294	1	copyright	copyright	NOUN
easat-11273	294	2	:	:	PUNCT
easat-11273	294	3	©	©	PROPN
easat-11273	294	4	2025	2025	NUM
easat-11273	294	5	by	by	ADP
easat-11273	294	6	the	the	DET
easat-11273	294	7	author	author	NOUN
easat-11273	294	8	.	.	PUNCT
easat-11273	295	1	this	this	DET
easat-11273	295	2	article	article	NOUN
easat-11273	295	3	is	be	AUX
easat-11273	295	4	an	an	DET
easat-11273	295	5	open	open	ADJ
easat-11273	295	6	-	-	PUNCT
easat-11273	295	7	access	access	NOUN
easat-11273	295	8	article	article	NOUN
easat-11273	295	9	distributed	distribute	VERB
easat-11273	295	10	under	under	ADP
easat-11273	295	11	the	the	DET
easat-11273	295	12	terms	term	NOUN
easat-11273	295	13	and	and	CCONJ
easat-11273	295	14	conditions	condition	NOUN
easat-11273	295	15	of	of	ADP
easat-11273	295	16	the	the	DET
easat-11273	295	17	creative	creative	ADJ
easat-11273	295	18	commons	common	NOUN
easat-11273	295	19	attribution	attribution	NOUN
easat-11273	295	20	(	(	PUNCT
easat-11273	295	21	cc	cc	NOUN
easat-11273	295	22	by	by	ADP
easat-11273	295	23	)	)	PUNCT
easat-11273	295	24	license	license	NOUN
easat-11273	295	25	(	(	PUNCT
easat-11273	295	26	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-11273	295	27	)	)	PUNCT
easat-11273	295	28	.	.	PUNCT
easat-11273	296	1	references	reference	NOUN
easat-11273	296	2	[	[	X
easat-11273	296	3	1	1	X
easat-11273	296	4	]	]	PUNCT
easat-11273	296	5	d.	d.	PROPN
easat-11273	296	6	m.	m.	PROPN
easat-11273	296	7	blei	blei	PROPN
easat-11273	296	8	,	,	PUNCT
easat-11273	296	9	a.	a.	PROPN
easat-11273	296	10	y.	y.	PROPN
easat-11273	296	11	ng	ng	PROPN
easat-11273	296	12	,	,	PUNCT
easat-11273	296	13	and	and	CCONJ
easat-11273	296	14	m.	m.	PROPN
easat-11273	296	15	i.	i.	PROPN
easat-11273	296	16	jordan	jordan	PROPN
easat-11273	296	17	,	,	PUNCT
easat-11273	296	18	"	"	PUNCT
easat-11273	296	19	latent	latent	ADJ
easat-11273	296	20	dirichlet	dirichlet	NOUN
easat-11273	296	21	allocation	allocation	NOUN
easat-11273	296	22	,	,	PUNCT
easat-11273	296	23	"	"	PUNCT
easat-11273	296	24	journal	journal	NOUN
easat-11273	296	25	of	of	ADP
easat-11273	296	26	machine	machine	NOUN
easat-11273	296	27	learning	learn	VERB
easat-11273	296	28	research	research	NOUN
easat-11273	296	29	,	,	PUNCT
easat-11273	296	30	vol	vol	NOUN
easat-11273	296	31	.	.	PROPN
easat-11273	297	1	3	3	NUM
easat-11273	297	2	,	,	PUNCT
easat-11273	297	3	pp	pp	ADJ
easat-11273	297	4	.	.	PUNCT
easat-11273	298	1	993–1022	993–1022	NUM
easat-11273	298	2	,	,	PUNCT
easat-11273	298	3	2003	2003	NUM
easat-11273	298	4	.	.	PUNCT
easat-11273	299	1	[	[	X
easat-11273	299	2	2	2	X
easat-11273	299	3	]	]	PUNCT
easat-11273	299	4	t.	t.	PROPN
easat-11273	299	5	l.	l.	PROPN
easat-11273	299	6	griffiths	griffiths	PROPN
easat-11273	299	7	and	and	CCONJ
easat-11273	299	8	m.	m.	NOUN
easat-11273	299	9	steyvers	steyver	NOUN
easat-11273	299	10	,	,	PUNCT
easat-11273	299	11	"	"	PUNCT
easat-11273	299	12	finding	find	VERB
easat-11273	299	13	scientific	scientific	ADJ
easat-11273	299	14	topics	topic	NOUN
easat-11273	299	15	,	,	PUNCT
easat-11273	299	16	"	"	PUNCT
easat-11273	299	17	proceedings	proceeding	NOUN
easat-11273	299	18	of	of	ADP
easat-11273	299	19	the	the	DET
easat-11273	299	20	national	national	PROPN
easat-11273	299	21	academy	academy	PROPN
easat-11273	299	22	of	of	ADP
easat-11273	299	23	sciences	sciences	PROPN
easat-11273	299	24	,	,	PUNCT
easat-11273	299	25	vol	vol	NOUN
easat-11273	299	26	.	.	PROPN
easat-11273	300	1	101	101	NUM
easat-11273	300	2	,	,	PUNCT
easat-11273	300	3	no	no	INTJ
easat-11273	300	4	.	.	PUNCT
easat-11273	301	1	suppl_1	suppl_1	PROPN
easat-11273	301	2	,	,	PUNCT
easat-11273	301	3	pp	pp	ADJ
easat-11273	301	4	.	.	PUNCT
easat-11273	302	1	5228	5228	NUM
easat-11273	302	2	-	-	SYM
easat-11273	302	3	5235	5235	NUM
easat-11273	302	4	,	,	PUNCT
easat-11273	302	5	2004	2004	NUM
easat-11273	302	6	.	.	PUNCT
easat-11273	303	1	https://doi.org/10.1073/pnas.0307752101	https://doi.org/10.1073/pnas.0307752101	ADJ
easat-11273	304	1	[	[	X
easat-11273	304	2	3	3	NUM
easat-11273	304	3	]	]	PUNCT
easat-11273	304	4	a.	a.	NOUN
easat-11273	304	5	mccallum	mccallum	PROPN
easat-11273	304	6	,	,	PUNCT
easat-11273	304	7	"	"	PUNCT
easat-11273	304	8	mallet	mallet	NOUN
easat-11273	304	9	:	:	PUNCT
easat-11273	304	10	a	a	DET
easat-11273	304	11	machine	machine	NOUN
easat-11273	304	12	learning	learn	VERB
easat-11273	304	13	for	for	ADP
easat-11273	304	14	language	language	NOUN
easat-11273	304	15	toolkit	toolkit	NOUN
easat-11273	304	16	,	,	PUNCT
easat-11273	304	17	"	"	PUNCT
easat-11273	304	18	2002	2002	NUM
easat-11273	304	19	.	.	PUNCT
easat-11273	304	20	http://mallet.cs.umass.edu	http://mallet.cs.umass.edu	VERB
easat-11273	305	1	[	[	X
easat-11273	305	2	4	4	NUM
easat-11273	305	3	]	]	PUNCT
easat-11273	305	4	r.	r.	PROPN
easat-11273	305	5	rehurek	rehurek	PROPN
easat-11273	305	6	and	and	CCONJ
easat-11273	305	7	p.	p.	PROPN
easat-11273	305	8	sojka	sojka	PROPN
easat-11273	305	9	,	,	PUNCT
easat-11273	305	10	"	"	PUNCT
easat-11273	305	11	gensim	gensim	NOUN
easat-11273	305	12	—	—	PUNCT
easat-11273	305	13	statistical	statistical	ADJ
easat-11273	305	14	semantics	semantic	NOUN
easat-11273	305	15	in	in	ADP
easat-11273	305	16	python	python	PROPN
easat-11273	305	17	,	,	PUNCT
easat-11273	305	18	"	"	PUNCT
easat-11273	305	19	2010	2010	NUM
easat-11273	305	20	.	.	PUNCT
easat-11273	305	21	https://radimrehurek.com/gensim/	https://radimrehurek.com/gensim/	X
easat-11273	306	1	[	[	X
easat-11273	306	2	5	5	NUM
easat-11273	306	3	]	]	PUNCT
easat-11273	306	4	c.	c.	PROPN
easat-11273	306	5	wang	wang	PROPN
easat-11273	306	6	and	and	CCONJ
easat-11273	306	7	d.	d.	PROPN
easat-11273	306	8	m.	m.	PROPN
easat-11273	306	9	blei	blei	NOUN
easat-11273	306	10	,	,	PUNCT
easat-11273	306	11	"	"	PUNCT
easat-11273	306	12	collaborative	collaborative	ADJ
easat-11273	306	13	topic	topic	NOUN
easat-11273	306	14	modeling	modeling	NOUN
easat-11273	306	15	for	for	ADP
easat-11273	306	16	recommending	recommend	VERB
easat-11273	306	17	scientific	scientific	ADJ
easat-11273	306	18	articles	article	NOUN
easat-11273	306	19	,	,	PUNCT
easat-11273	306	20	"	"	PUNCT
easat-11273	306	21	in	in	ADP
easat-11273	306	22	proceedings	proceeding	NOUN
easat-11273	306	23	of	of	ADP
easat-11273	306	24	the	the	DET
easat-11273	306	25	17th	17th	ADJ
easat-11273	306	26	acm	acm	PROPN
easat-11273	306	27	sigkdd	sigkdd	NOUN
easat-11273	306	28	international	international	ADJ
easat-11273	306	29	conference	conference	NOUN
easat-11273	306	30	on	on	ADP
easat-11273	306	31	knowledge	knowledge	NOUN
easat-11273	306	32	discovery	discovery	PROPN
easat-11273	306	33	and	and	CCONJ
easat-11273	306	34	data	datum	NOUN
easat-11273	306	35	mining	mining	NOUN
easat-11273	306	36	(	(	PUNCT
easat-11273	306	37	kdd	kdd	PROPN
easat-11273	306	38	’	’	PROPN
easat-11273	306	39	11	11	NUM
easat-11273	306	40	)	)	PUNCT
easat-11273	306	41	(	(	PUNCT
easat-11273	306	42	pp	pp	ADV
easat-11273	306	43	.	.	PUNCT
easat-11273	306	44	 	 	SPACE
easat-11273	306	45	448–456	448–456	NUM
easat-11273	306	46	)	)	PUNCT
easat-11273	306	47	.	.	PUNCT
easat-11273	307	1	new	new	PROPN
easat-11273	307	2	york	york	PROPN
easat-11273	307	3	,	,	PUNCT
easat-11273	307	4	ny	ny	PROPN
easat-11273	307	5	,	,	PUNCT
easat-11273	307	6	usa	usa	PROPN
easat-11273	307	7	:	:	PUNCT
easat-11273	307	8	acm	acm	PROPN
easat-11273	307	9	,	,	PUNCT
easat-11273	307	10	2011	2011	NUM
easat-11273	307	11	.	.	PUNCT
easat-11273	308	1	[	[	X
easat-11273	308	2	6	6	NUM
easat-11273	308	3	]	]	X
easat-11273	308	4	c.	c.	NOUN
easat-11273	308	5	sievert	sievert	NOUN
easat-11273	308	6	and	and	CCONJ
easat-11273	308	7	k.	k.	PROPN
easat-11273	308	8	shirley	shirley	PROPN
easat-11273	308	9	,	,	PUNCT
easat-11273	308	10	"	"	PUNCT
easat-11273	308	11	ldavis	ldavis	ADJ
easat-11273	308	12	:	:	PUNCT
easat-11273	308	13	a	a	DET
easat-11273	308	14	method	method	NOUN
easat-11273	308	15	for	for	ADP
easat-11273	308	16	visualizing	visualize	VERB
easat-11273	308	17	and	and	CCONJ
easat-11273	308	18	interpreting	interpret	VERB
easat-11273	308	19	topics	topic	NOUN
easat-11273	308	20	,	,	PUNCT
easat-11273	308	21	"	"	PUNCT
easat-11273	308	22	in	in	ADP
easat-11273	308	23	proceedings	proceeding	NOUN
easat-11273	308	24	of	of	ADP
easat-11273	308	25	the	the	DET
easat-11273	308	26	workshop	workshop	NOUN
easat-11273	308	27	on	on	ADP
easat-11273	308	28	interactive	interactive	ADJ
easat-11273	308	29	language	language	NOUN
easat-11273	308	30	learning	learning	NOUN
easat-11273	308	31	,	,	PUNCT
easat-11273	308	32	visualization	visualization	NOUN
easat-11273	308	33	,	,	PUNCT
easat-11273	308	34	and	and	CCONJ
easat-11273	308	35	interfaces	interface	NOUN
easat-11273	308	36	,	,	PUNCT
easat-11273	308	37	2014	2014	NUM
easat-11273	308	38	.	.	PUNCT
easat-11273	309	1	[	[	X
easat-11273	309	2	7	7	X
easat-11273	309	3	]	]	X
easat-11273	309	4	l.	l.	PROPN
easat-11273	309	5	yu	yu	PROPN
easat-11273	309	6	,	,	PUNCT
easat-11273	309	7	y.	y.	PROPN
easat-11273	309	8	wu	wu	PROPN
easat-11273	309	9	,	,	PUNCT
easat-11273	309	10	y.	y.	PROPN
easat-11273	309	11	wang	wang	PROPN
easat-11273	309	12	,	,	PUNCT
easat-11273	309	13	and	and	CCONJ
easat-11273	309	14	j.	j.	PROPN
easat-11273	309	15	zeng	zeng	PROPN
easat-11273	309	16	,	,	PUNCT
easat-11273	309	17	"	"	PUNCT
easat-11273	309	18	a	a	DET
easat-11273	309	19	hybrid	hybrid	ADJ
easat-11273	309	20	approach	approach	NOUN
easat-11273	309	21	for	for	ADP
easat-11273	309	22	academic	academic	ADJ
easat-11273	309	23	topic	topic	NOUN
easat-11273	309	24	detection	detection	NOUN
easat-11273	309	25	in	in	ADP
easat-11273	309	26	research	research	NOUN
easat-11273	309	27	papers	paper	NOUN
easat-11273	309	28	,	,	PUNCT
easat-11273	309	29	"	"	PUNCT
easat-11273	309	30	expert	expert	NOUN
easat-11273	309	31	systems	system	NOUN
easat-11273	309	32	with	with	ADP
easat-11273	309	33	applications	application	NOUN
easat-11273	309	34	,	,	PUNCT
easat-11273	309	35	vol	vol	NOUN
easat-11273	309	36	.	.	PUNCT
easat-11273	310	1	127	127	NUM
easat-11273	310	2	,	,	PUNCT
easat-11273	310	3	pp	pp	ADJ
easat-11273	310	4	.	.	PUNCT
easat-11273	311	1	245–258	245–258	NUM
easat-11273	311	2	,	,	PUNCT
easat-11273	311	3	2019	2019	NUM
easat-11273	311	4	.	.	PUNCT
easat-11273	312	1	[	[	X
easat-11273	312	2	8	8	X
easat-11273	312	3	]	]	X
easat-11273	312	4	j.	j.	PROPN
easat-11273	312	5	chuang	chuang	PROPN
easat-11273	312	6	,	,	PUNCT
easat-11273	312	7	d.	d.	PROPN
easat-11273	312	8	ramage	ramage	PROPN
easat-11273	312	9	,	,	PUNCT
easat-11273	312	10	c.	c.	PROPN
easat-11273	312	11	d.	d.	PROPN
easat-11273	312	12	manning	manning	PROPN
easat-11273	312	13	,	,	PUNCT
easat-11273	312	14	and	and	CCONJ
easat-11273	312	15	j.	j.	PROPN
easat-11273	312	16	heer	heer	PROPN
easat-11273	312	17	,	,	PUNCT
easat-11273	312	18	"	"	PUNCT
easat-11273	312	19	interpretation	interpretation	NOUN
easat-11273	312	20	and	and	CCONJ
easat-11273	312	21	trust	trust	NOUN
easat-11273	312	22	:	:	PUNCT
easat-11273	312	23	designing	design	VERB
easat-11273	312	24	model‑driven	model‑driven	NOUN
easat-11273	312	25	visualizations	visualization	NOUN
easat-11273	312	26	for	for	ADP
easat-11273	312	27	text	text	NOUN
easat-11273	312	28	analysis	analysis	NOUN
easat-11273	312	29	,	,	PUNCT
easat-11273	312	30	"	"	PUNCT
easat-11273	312	31	in	in	ADP
easat-11273	312	32	proceedings	proceeding	NOUN
easat-11273	312	33	of	of	ADP
easat-11273	312	34	the	the	DET
easat-11273	312	35	2012	2012	NUM
easat-11273	312	36	 	 	SPACE
easat-11273	312	37	chi	chi	NOUN
easat-11273	312	38	conference	conference	NOUN
easat-11273	312	39	on	on	ADP
easat-11273	312	40	human	human	ADJ
easat-11273	312	41	factors	factor	NOUN
easat-11273	312	42	in	in	ADP
easat-11273	312	43	computing	computing	NOUN
easat-11273	312	44	systems	system	NOUN
easat-11273	312	45	(	(	PUNCT
easat-11273	312	46	pp	pp	ADP
easat-11273	312	47	.	.	PUNCT
easat-11273	312	48	 	 	SPACE
easat-11273	312	49	443–452	443–452	NUM
easat-11273	312	50	)	)	PUNCT
easat-11273	312	51	.	.	PUNCT
easat-11273	313	1	new	new	PROPN
easat-11273	313	2	york	york	PROPN
easat-11273	313	3	,	,	PUNCT
easat-11273	313	4	ny	ny	PROPN
easat-11273	313	5	,	,	PUNCT
easat-11273	313	6	usa	usa	PROPN
easat-11273	313	7	:	:	PUNCT
easat-11273	313	8	acm	acm	PROPN
easat-11273	313	9	,	,	PUNCT
easat-11273	313	10	2012	2012	NUM
easat-11273	313	11	.	.	PUNCT
easat-11273	314	1	[	[	X
easat-11273	314	2	9	9	NUM
easat-11273	314	3	]	]	PUNCT
easat-11273	314	4	c.	c.	PROPN
easat-11273	314	5	jacobi	jacobi	PROPN
easat-11273	314	6	,	,	PUNCT
easat-11273	314	7	w.	w.	PROPN
easat-11273	314	8	van	van	PROPN
easat-11273	314	9	atteveldt	atteveldt	PROPN
easat-11273	314	10	,	,	PUNCT
easat-11273	314	11	and	and	CCONJ
easat-11273	314	12	k.	k.	PROPN
easat-11273	314	13	welbers	welber	NOUN
easat-11273	314	14	,	,	PUNCT
easat-11273	314	15	"	"	PUNCT
easat-11273	314	16	quantitative	quantitative	ADJ
easat-11273	314	17	analysis	analysis	NOUN
easat-11273	314	18	of	of	ADP
easat-11273	314	19	large	large	ADJ
easat-11273	314	20	amounts	amount	NOUN
easat-11273	314	21	of	of	ADP
easat-11273	314	22	journalistic	journalistic	ADJ
easat-11273	314	23	texts	text	NOUN
easat-11273	314	24	using	use	VERB
easat-11273	314	25	topic	topic	NOUN
easat-11273	314	26	modelling	modelling	NOUN
easat-11273	314	27	,	,	PUNCT
easat-11273	314	28	"	"	PUNCT
easat-11273	314	29	digital	digital	ADJ
easat-11273	314	30	journalism	journalism	NOUN
easat-11273	314	31	,	,	PUNCT
easat-11273	314	32	vol	vol	NOUN
easat-11273	314	33	.	.	PROPN
easat-11273	314	34	4	4	NUM
easat-11273	314	35	,	,	PUNCT
easat-11273	314	36	no	no	INTJ
easat-11273	314	37	.	.	NOUN
easat-11273	314	38	1	1	NUM
easat-11273	314	39	,	,	PUNCT
easat-11273	314	40	pp	pp	ADJ
easat-11273	314	41	.	.	PUNCT
easat-11273	314	42	89	89	NUM
easat-11273	314	43	-	-	SYM
easat-11273	314	44	106	106	NUM
easat-11273	314	45	,	,	PUNCT
easat-11273	314	46	2016	2016	NUM
easat-11273	314	47	.	.	PUNCT
easat-11273	315	1	https://doi.org/10.1080/21670811.2015.1093271	https://doi.org/10.1080/21670811.2015.1093271	VERB
easat-11273	316	1	[	[	X
easat-11273	316	2	10	10	NUM
easat-11273	316	3	]	]	X
easat-11273	316	4	s.	s.	PROPN
easat-11273	316	5	bird	bird	PROPN
easat-11273	316	6	,	,	PUNCT
easat-11273	316	7	e.	e.	PROPN
easat-11273	316	8	klein	klein	PROPN
easat-11273	316	9	,	,	PUNCT
easat-11273	316	10	and	and	CCONJ
easat-11273	316	11	e.	e.	PROPN
easat-11273	316	12	loper	loper	PROPN
easat-11273	316	13	,	,	PUNCT
easat-11273	316	14	natural	natural	ADJ
easat-11273	316	15	language	language	NOUN
easat-11273	316	16	processing	processing	NOUN
easat-11273	316	17	with	with	ADP
easat-11273	316	18	python	python	PROPN
easat-11273	316	19	.	.	PUNCT
easat-11273	316	20	sebastopol	sebastopol	PROPN
easat-11273	316	21	,	,	PUNCT
easat-11273	316	22	ca	ca	NOUN
easat-11273	316	23	:	:	PUNCT
easat-11273	316	24	o’reilly	o’reilly	ADV
easat-11273	316	25	media	medium	NOUN
easat-11273	316	26	,	,	PUNCT
easat-11273	316	27	2009	2009	NUM
easat-11273	316	28	.	.	PUNCT
easat-11273	317	1	[	[	X
easat-11273	317	2	11	11	NUM
easat-11273	317	3	]	]	X
easat-11273	317	4	s.	s.	PROPN
easat-11273	317	5	syed	syed	PROPN
easat-11273	317	6	and	and	CCONJ
easat-11273	317	7	m.	m.	NOUN
easat-11273	317	8	spruit	spruit	PROPN
easat-11273	317	9	,	,	PUNCT
easat-11273	317	10	"	"	PUNCT
easat-11273	317	11	full	full	ADJ
easat-11273	317	12	-	-	PUNCT
easat-11273	317	13	text	text	NOUN
easat-11273	317	14	or	or	CCONJ
easat-11273	317	15	abstract	abstract	ADJ
easat-11273	317	16	?	?	PUNCT
easat-11273	318	1	examining	examine	VERB
easat-11273	318	2	topic	topic	NOUN
easat-11273	318	3	coherence	coherence	NOUN
easat-11273	318	4	scores	score	NOUN
easat-11273	318	5	using	use	VERB
easat-11273	318	6	latent	latent	ADJ
easat-11273	318	7	dirichlet	dirichlet	PROPN
easat-11273	318	8	allocation	allocation	NOUN
easat-11273	318	9	,	,	PUNCT
easat-11273	318	10	"	"	PUNCT
easat-11273	318	11	in	in	ADP
easat-11273	318	12	2017	2017	NUM
easat-11273	318	13	ieee	ieee	NOUN
easat-11273	318	14	international	international	ADJ
easat-11273	318	15	conference	conference	NOUN
easat-11273	318	16	on	on	ADP
easat-11273	318	17	data	datum	NOUN
easat-11273	318	18	science	science	NOUN
easat-11273	318	19	and	and	CCONJ
easat-11273	318	20	advanced	advanced	ADJ
easat-11273	318	21	analytics	analytic	NOUN
easat-11273	318	22	(	(	PUNCT
easat-11273	318	23	dsaa	dsaa	PROPN
easat-11273	318	24	)	)	PUNCT
easat-11273	318	25	(	(	PUNCT
easat-11273	318	26	pp	pp	X
easat-11273	318	27	.	.	PUNCT
easat-11273	319	1	165	165	NUM
easat-11273	319	2	-	-	SYM
easat-11273	319	3	174	174	NUM
easat-11273	319	4	)	)	PUNCT
easat-11273	319	5	.	.	PUNCT
easat-11273	320	1	ieee	ieee	PROPN
easat-11273	320	2	,	,	PUNCT
easat-11273	320	3	2017	2017	NUM
easat-11273	320	4	.	.	PUNCT
easat-11273	321	1	[	[	X
easat-11273	321	2	12	12	NUM
easat-11273	321	3	]	]	PUNCT
easat-11273	321	4	j.	j.	PROPN
easat-11273	321	5	tang	tang	PROPN
easat-11273	321	6	,	,	PUNCT
easat-11273	321	7	z.	z.	PROPN
easat-11273	321	8	meng	meng	PROPN
easat-11273	321	9	,	,	PUNCT
easat-11273	321	10	x.	x.	PROPN
easat-11273	321	11	nguyen	nguyen	PROPN
easat-11273	321	12	,	,	PUNCT
easat-11273	321	13	q.	q.	PROPN
easat-11273	321	14	mei	mei	PROPN
easat-11273	321	15	,	,	PUNCT
easat-11273	321	16	and	and	CCONJ
easat-11273	321	17	m.	m.	PROPN
easat-11273	321	18	zhang	zhang	PROPN
easat-11273	321	19	,	,	PUNCT
easat-11273	321	20	"	"	PUNCT
easat-11273	321	21	understanding	understand	VERB
easat-11273	321	22	the	the	DET
easat-11273	321	23	limiting	limit	VERB
easat-11273	321	24	factors	factor	NOUN
easat-11273	321	25	of	of	ADP
easat-11273	321	26	topic	topic	NOUN
easat-11273	321	27	modeling	modeling	NOUN
easat-11273	321	28	via	via	ADP
easat-11273	321	29	posterior	posterior	ADJ
easat-11273	321	30	contraction	contraction	NOUN
easat-11273	321	31	analysis	analysis	NOUN
easat-11273	321	32	,	,	PUNCT
easat-11273	321	33	"	"	PUNCT
easat-11273	321	34	in	in	ADP
easat-11273	321	35	proceedings	proceeding	NOUN
easat-11273	321	36	of	of	ADP
easat-11273	321	37	the	the	DET
easat-11273	321	38	31st	31st	ADJ
easat-11273	321	39	international	international	ADJ
easat-11273	321	40	conference	conference	NOUN
easat-11273	321	41	on	on	ADP
easat-11273	321	42	machine	machine	NOUN
easat-11273	321	43	learning	learning	NOUN
easat-11273	321	44	(	(	PUNCT
easat-11273	321	45	pp	pp	ADP
easat-11273	321	46	.	.	PUNCT
easat-11273	321	47	 	 	SPACE
easat-11273	321	48	190–198	190–198	NUM
easat-11273	321	49	)	)	PUNCT
easat-11273	321	50	.	.	PUNCT
easat-11273	322	1	pmlr	pmlr	NOUN
easat-11273	322	2	,	,	PUNCT
easat-11273	322	3	2014	2014	NUM
easat-11273	322	4	.	.	PUNCT
easat-11273	323	1	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-11273	323	2	https://doi.org/10.1073/pnas.0307752101	https://doi.org/10.1073/pnas.0307752101	VERB
easat-11273	324	1	http://mallet.cs.umass.edu/	http://mallet.cs.umass.edu/	NOUN
easat-11273	324	2	https://radimrehurek.com/gensim/	https://radimrehurek.com/gensim/	X
easat-11273	324	3	https://doi.org/10.1080/21670811.2015.1093271	https://doi.org/10.1080/21670811.2015.1093271	NOUN
easat-11273	324	4	78	78	NUM
easat-11273	324	5	edelweiss	edelweiss	PROPN
easat-11273	324	6	applied	apply	VERB
easat-11273	324	7	science	science	NOUN
easat-11273	324	8	and	and	CCONJ
easat-11273	324	9	technology	technology	NOUN
easat-11273	324	10	issn	issn	PROPN
easat-11273	324	11	:	:	PUNCT
easat-11273	324	12	2576	2576	NUM
easat-11273	324	13	-	-	SYM
easat-11273	324	14	8484	8484	NUM
easat-11273	324	15	vol	vol	NOUN
easat-11273	324	16	.	.	PROPN
easat-11273	325	1	9	9	NUM
easat-11273	325	2	,	,	PUNCT
easat-11273	325	3	no	no	INTJ
easat-11273	325	4	.	.	NOUN
easat-11273	325	5	12	12	NUM
easat-11273	325	6	:	:	PUNCT
easat-11273	325	7	66	66	NUM
easat-11273	325	8	-	-	SYM
easat-11273	325	9	80	80	NUM
easat-11273	325	10	,	,	PUNCT
easat-11273	325	11	2025	2025	NUM
easat-11273	325	12	doi	doi	NOUN
easat-11273	325	13	:	:	PUNCT
easat-11273	325	14	10.55214/2576	10.55214/2576	NUM
easat-11273	325	15	-	-	SYM
easat-11273	325	16	8484.v9i12.11273	8484.v9i12.11273	NOUN
easat-11273	326	1	©	©	PROPN
easat-11273	326	2	2025	2025	NUM
easat-11273	326	3	by	by	ADP
easat-11273	326	4	the	the	DET
easat-11273	326	5	author	author	NOUN
easat-11273	326	6	;	;	PUNCT
easat-11273	326	7	licensee	licensee	PROPN
easat-11273	326	8	learning	learning	NOUN
easat-11273	326	9	gate	gate	NOUN
easat-11273	327	1	[	[	X
easat-11273	327	2	13	13	NUM
easat-11273	327	3	]	]	PUNCT
easat-11273	327	4	t.	t.	PROPN
easat-11273	327	5	mikolov	mikolov	PROPN
easat-11273	327	6	,	,	PUNCT
easat-11273	327	7	i.	i.	PROPN
easat-11273	327	8	sutskever	sutskever	PROPN
easat-11273	327	9	,	,	PUNCT
easat-11273	327	10	k.	k.	PROPN
easat-11273	327	11	chen	chen	PROPN
easat-11273	327	12	,	,	PUNCT
easat-11273	327	13	g.	g.	PROPN
easat-11273	327	14	s.	s.	PROPN
easat-11273	327	15	corrado	corrado	PROPN
easat-11273	327	16	,	,	PUNCT
easat-11273	327	17	and	and	CCONJ
easat-11273	327	18	j.	j.	PROPN
easat-11273	327	19	dean	dean	PROPN
easat-11273	327	20	,	,	PUNCT
easat-11273	327	21	"	"	PUNCT
easat-11273	327	22	distributed	distribute	VERB
easat-11273	327	23	representations	representation	NOUN
easat-11273	327	24	of	of	ADP
easat-11273	327	25	words	word	NOUN
easat-11273	327	26	and	and	CCONJ
easat-11273	327	27	phrases	phrase	NOUN
easat-11273	327	28	and	and	CCONJ
easat-11273	327	29	their	their	PRON
easat-11273	327	30	compositionality	compositionality	NOUN
easat-11273	327	31	,	,	PUNCT
easat-11273	327	32	"	"	PUNCT
easat-11273	327	33	in	in	ADP
easat-11273	327	34	proceedings	proceeding	NOUN
easat-11273	327	35	of	of	ADP
easat-11273	327	36	the	the	DET
easat-11273	327	37	26th	26th	ADJ
easat-11273	327	38	annual	annual	ADJ
easat-11273	327	39	conference	conference	NOUN
easat-11273	327	40	on	on	ADP
easat-11273	327	41	neural	neural	ADJ
easat-11273	327	42	information	information	NOUN
easat-11273	327	43	processing	processing	NOUN
easat-11273	327	44	systems	system	NOUN
easat-11273	327	45	(	(	PUNCT
easat-11273	327	46	nips	nip	NOUN
easat-11273	327	47	2013	2013	NUM
easat-11273	327	48	)	)	PUNCT
easat-11273	327	49	.	.	PUNCT
easat-11273	328	1	curran	curran	PROPN
easat-11273	328	2	associates	associates	PROPN
easat-11273	328	3	,	,	PUNCT
easat-11273	328	4	inc	inc	PROPN
easat-11273	328	5	,	,	PUNCT
easat-11273	328	6	2013	2013	NUM
easat-11273	328	7	.	.	PUNCT
easat-11273	329	1	[	[	X
easat-11273	329	2	14	14	NUM
easat-11273	329	3	]	]	PUNCT
easat-11273	329	4	j.	j.	PROPN
easat-11273	329	5	devlin	devlin	PROPN
easat-11273	329	6	,	,	PUNCT
easat-11273	329	7	m.-w	m.-w	PROPN
easat-11273	329	8	.	.	PUNCT
easat-11273	330	1	chang	chang	PROPN
easat-11273	330	2	,	,	PUNCT
easat-11273	330	3	k.	k.	PROPN
easat-11273	330	4	lee	lee	PROPN
easat-11273	330	5	,	,	PUNCT
easat-11273	330	6	and	and	CCONJ
easat-11273	330	7	k.	k.	PROPN
easat-11273	330	8	toutanova	toutanova	PROPN
easat-11273	330	9	,	,	PUNCT
easat-11273	330	10	"	"	PUNCT
easat-11273	330	11	bert	bert	NOUN
easat-11273	330	12	:	:	PUNCT
easat-11273	330	13	pre	pre	ADJ
easat-11273	330	14	-	-	NOUN
easat-11273	330	15	training	training	NOUN
easat-11273	330	16	of	of	ADP
easat-11273	330	17	deep	deep	ADJ
easat-11273	330	18	bidirectional	bidirectional	ADJ
easat-11273	330	19	transformers	transformer	NOUN
easat-11273	330	20	for	for	ADP
easat-11273	330	21	language	language	NOUN
easat-11273	330	22	understanding	understanding	NOUN
easat-11273	330	23	,	,	PUNCT
easat-11273	330	24	"	"	PUNCT
easat-11273	330	25	in	in	ADP
easat-11273	330	26	proceedings	proceeding	NOUN
easat-11273	330	27	of	of	ADP
easat-11273	330	28	the	the	DET
easat-11273	330	29	2019	2019	NUM
easat-11273	330	30	conference	conference	NOUN
easat-11273	330	31	of	of	ADP
easat-11273	330	32	the	the	DET
easat-11273	330	33	north	north	ADJ
easat-11273	330	34	american	american	ADJ
easat-11273	330	35	chapter	chapter	NOUN
easat-11273	330	36	of	of	ADP
easat-11273	330	37	the	the	DET
easat-11273	330	38	association	association	NOUN
easat-11273	330	39	for	for	ADP
easat-11273	330	40	computational	computational	ADJ
easat-11273	330	41	linguistics	linguistic	NOUN
easat-11273	330	42	:	:	PUNCT
easat-11273	330	43	human	human	ADJ
easat-11273	330	44	language	language	NOUN
easat-11273	330	45	technologies	technology	NOUN
easat-11273	330	46	,	,	PUNCT
easat-11273	330	47	volume	volume	NOUN
easat-11273	330	48	1	1	NUM
easat-11273	330	49	(	(	PUNCT
easat-11273	330	50	long	long	ADJ
easat-11273	330	51	and	and	CCONJ
easat-11273	330	52	short	short	ADJ
easat-11273	330	53	papers	paper	NOUN
easat-11273	330	54	)	)	PUNCT
easat-11273	330	55	,	,	PUNCT
easat-11273	330	56	2019	2019	NUM
easat-11273	330	57	.	.	PUNCT
easat-11273	331	1	[	[	X
easat-11273	331	2	15	15	NUM
easat-11273	331	3	]	]	X
easat-11273	331	4	j.	j.	PROPN
easat-11273	331	5	schmidhuber	schmidhuber	PROPN
easat-11273	331	6	,	,	PUNCT
easat-11273	331	7	"	"	PUNCT
easat-11273	331	8	deep	deep	ADJ
easat-11273	331	9	learning	learning	NOUN
easat-11273	331	10	in	in	ADP
easat-11273	331	11	neural	neural	ADJ
easat-11273	331	12	networks	network	NOUN
easat-11273	331	13	:	:	PUNCT
easat-11273	331	14	an	an	DET
easat-11273	331	15	overview	overview	NOUN
easat-11273	331	16	,	,	PUNCT
easat-11273	331	17	"	"	PUNCT
easat-11273	331	18	neural	neural	ADJ
easat-11273	331	19	networks	network	NOUN
easat-11273	331	20	,	,	PUNCT
easat-11273	331	21	vol	vol	NOUN
easat-11273	331	22	.	.	PROPN
easat-11273	331	23	61	61	NUM
easat-11273	331	24	,	,	PUNCT
easat-11273	331	25	pp	pp	ADJ
easat-11273	331	26	.	.	PUNCT
easat-11273	331	27	85	85	NUM
easat-11273	331	28	-	-	SYM
easat-11273	331	29	117	117	NUM
easat-11273	331	30	,	,	PUNCT
easat-11273	331	31	2015	2015	NUM
easat-11273	331	32	.	.	PUNCT
easat-11273	332	1	https://doi.org/10.1016/j.neunet.2014.09.003	https://doi.org/10.1016/j.neunet.2014.09.003	PROPN
easat-11273	333	1	[	[	X
easat-11273	333	2	16	16	NUM
easat-11273	333	3	]	]	X
easat-11273	333	4	y.	y.	NOUN
easat-11273	333	5	lecun	lecun	PROPN
easat-11273	333	6	,	,	PUNCT
easat-11273	333	7	y.	y.	PROPN
easat-11273	333	8	bengio	bengio	PROPN
easat-11273	333	9	,	,	PUNCT
easat-11273	333	10	and	and	CCONJ
easat-11273	333	11	g.	g.	PROPN
easat-11273	333	12	hinton	hinton	PROPN
easat-11273	333	13	,	,	PUNCT
easat-11273	333	14	"	"	PUNCT
easat-11273	333	15	deep	deep	ADJ
easat-11273	333	16	learning	learning	NOUN
easat-11273	333	17	,	,	PUNCT
easat-11273	333	18	"	"	PUNCT
easat-11273	333	19	nature	nature	NOUN
easat-11273	333	20	,	,	PUNCT
easat-11273	333	21	vol	vol	NOUN
easat-11273	333	22	.	.	PROPN
easat-11273	333	23	521	521	NUM
easat-11273	333	24	,	,	PUNCT
easat-11273	333	25	no	no	INTJ
easat-11273	333	26	.	.	NOUN
easat-11273	333	27	7553	7553	NUM
easat-11273	333	28	,	,	PUNCT
easat-11273	333	29	pp	pp	ADJ
easat-11273	333	30	.	.	PUNCT
easat-11273	334	1	436	436	NUM
easat-11273	334	2	-	-	SYM
easat-11273	334	3	444	444	NUM
easat-11273	334	4	,	,	PUNCT
easat-11273	334	5	2015	2015	NUM
easat-11273	334	6	.	.	PUNCT
easat-11273	335	1	https://doi.org/10.1038/nature14539	https://doi.org/10.1038/nature14539	NOUN
easat-11273	336	1	[	[	X
easat-11273	336	2	17	17	NUM
easat-11273	336	3	]	]	X
easat-11273	336	4	r.	r.	PROPN
easat-11273	336	5	alghamdi	alghamdi	PROPN
easat-11273	336	6	and	and	CCONJ
easat-11273	336	7	k.	k.	PROPN
easat-11273	336	8	alfalqi	alfalqi	PROPN
easat-11273	336	9	,	,	PUNCT
easat-11273	336	10	"	"	PUNCT
easat-11273	336	11	a	a	DET
easat-11273	336	12	survey	survey	NOUN
easat-11273	336	13	of	of	ADP
easat-11273	336	14	topic	topic	NOUN
easat-11273	336	15	modeling	modeling	NOUN
easat-11273	336	16	in	in	ADP
easat-11273	336	17	text	text	NOUN
easat-11273	336	18	mining	mining	NOUN
easat-11273	336	19	,	,	PUNCT
easat-11273	336	20	"	"	PUNCT
easat-11273	336	21	international	international	ADJ
easat-11273	336	22	journal	journal	NOUN
easat-11273	336	23	of	of	ADP
easat-11273	336	24	advanced	advanced	ADJ
easat-11273	336	25	computer	computer	NOUN
easat-11273	336	26	science	science	NOUN
easat-11273	336	27	and	and	CCONJ
easat-11273	336	28	applications	application	NOUN
easat-11273	336	29	,	,	PUNCT
easat-11273	336	30	vol	vol	NOUN
easat-11273	336	31	.	.	PROPN
easat-11273	336	32	6	6	NUM
easat-11273	336	33	,	,	PUNCT
easat-11273	336	34	no	no	INTJ
easat-11273	336	35	.	.	NOUN
easat-11273	336	36	1	1	NUM
easat-11273	336	37	,	,	PUNCT
easat-11273	336	38	pp	pp	ADJ
easat-11273	336	39	.	.	PUNCT
easat-11273	337	1	147–153	147–153	NUM
easat-11273	337	2	,	,	PUNCT
easat-11273	337	3	2015	2015	NUM
easat-11273	337	4	.	.	PUNCT
easat-11273	338	1	https://doi.org/10.14569/ijacsa.2015.060121	https://doi.org/10.14569/ijacsa.2015.060121	PROPN
easat-11273	338	2	[	[	X
easat-11273	338	3	18	18	NUM
easat-11273	338	4	]	]	X
easat-11273	338	5	w.	w.	PROPN
easat-11273	338	6	x.	x.	PROPN
easat-11273	338	7	zhao	zhao	PROPN
easat-11273	338	8	,	,	PUNCT
easat-11273	338	9	j.	j.	PROPN
easat-11273	338	10	jiang	jiang	PROPN
easat-11273	338	11	,	,	PUNCT
easat-11273	338	12	j.	j.	PROPN
easat-11273	338	13	he	he	PROPN
easat-11273	338	14	,	,	PUNCT
easat-11273	338	15	and	and	CCONJ
easat-11273	338	16	y.	y.	PROPN
easat-11273	338	17	song	song	PROPN
easat-11273	338	18	,	,	PUNCT
easat-11273	338	19	"	"	PUNCT
easat-11273	338	20	a	a	DET
easat-11273	338	21	collaborative	collaborative	ADJ
easat-11273	338	22	approach	approach	NOUN
easat-11273	338	23	to	to	ADP
easat-11273	338	24	topic	topic	NOUN
easat-11273	338	25	modeling	modeling	NOUN
easat-11273	338	26	for	for	ADP
easat-11273	338	27	short	short	ADJ
easat-11273	338	28	texts	text	NOUN
easat-11273	338	29	,	,	PUNCT
easat-11273	338	30	"	"	PUNCT
easat-11273	338	31	in	in	ADP
easat-11273	338	32	proceedings	proceeding	NOUN
easat-11273	338	33	of	of	ADP
easat-11273	338	34	the	the	DET
easat-11273	338	35	21st	21st	PROPN
easat-11273	338	36	acm	acm	PROPN
easat-11273	338	37	international	international	ADJ
easat-11273	338	38	conference	conference	NOUN
easat-11273	338	39	on	on	ADP
easat-11273	338	40	information	information	NOUN
easat-11273	338	41	and	and	CCONJ
easat-11273	338	42	knowledge	knowledge	NOUN
easat-11273	338	43	management	management	NOUN
easat-11273	338	44	(	(	PUNCT
easat-11273	338	45	cikm	cikm	PROPN
easat-11273	338	46	’	'	PUNCT
easat-11273	338	47	12	12	NUM
easat-11273	338	48	)	)	PUNCT
easat-11273	338	49	(	(	PUNCT
easat-11273	338	50	pp	pp	ADV
easat-11273	338	51	.	.	PUNCT
easat-11273	338	52	 	 	SPACE
easat-11273	338	53	1123–1132	1123–1132	NUM
easat-11273	338	54	)	)	PUNCT
easat-11273	338	55	.	.	PUNCT
easat-11273	339	1	new	new	PROPN
easat-11273	339	2	york	york	PROPN
easat-11273	339	3	,	,	PUNCT
easat-11273	339	4	ny	ny	PROPN
easat-11273	339	5	,	,	PUNCT
easat-11273	339	6	usa	usa	PROPN
easat-11273	339	7	:	:	PUNCT
easat-11273	339	8	acm	acm	PROPN
easat-11273	339	9	,	,	PUNCT
easat-11273	339	10	2012	2012	NUM
easat-11273	339	11	.	.	PUNCT
easat-11273	340	1	[	[	X
easat-11273	340	2	19	19	NUM
easat-11273	340	3	]	]	X
easat-11273	340	4	i.	i.	PROPN
easat-11273	340	5	goodfellow	goodfellow	PROPN
easat-11273	340	6	,	,	PUNCT
easat-11273	340	7	y.	y.	PROPN
easat-11273	340	8	bengio	bengio	PROPN
easat-11273	340	9	,	,	PUNCT
easat-11273	340	10	and	and	CCONJ
easat-11273	340	11	a.	a.	NOUN
easat-11273	340	12	courville	courville	NOUN
easat-11273	340	13	,	,	PUNCT
easat-11273	340	14	deep	deep	ADJ
easat-11273	340	15	learning	learning	NOUN
easat-11273	340	16	.	.	PUNCT
easat-11273	341	1	cambridge	cambridge	PROPN
easat-11273	341	2	,	,	PUNCT
easat-11273	341	3	ma	ma	PROPN
easat-11273	341	4	:	:	PUNCT
easat-11273	341	5	mit	mit	PROPN
easat-11273	341	6	press	press	NOUN
easat-11273	341	7	,	,	PUNCT
easat-11273	341	8	2016	2016	NUM
easat-11273	341	9	.	.	PUNCT
easat-11273	342	1	[	[	X
easat-11273	342	2	20	20	NUM
easat-11273	342	3	]	]	X
easat-11273	342	4	y.	y.	PROPN
easat-11273	342	5	liu	liu	PROPN
easat-11273	342	6	et	et	PROPN
easat-11273	342	7	al	al	PROPN
easat-11273	342	8	.	.	PROPN
easat-11273	342	9	,	,	PUNCT
easat-11273	342	10	"	"	PUNCT
easat-11273	342	11	roberta	roberta	NOUN
easat-11273	342	12	:	:	PUNCT
easat-11273	342	13	a	a	DET
easat-11273	342	14	robustly	robustly	ADV
easat-11273	342	15	optimized	optimize	VERB
easat-11273	342	16	bert	bert	NOUN
easat-11273	342	17	pretraining	pretraine	VERB
easat-11273	342	18	approach	approach	NOUN
easat-11273	342	19	,	,	PUNCT
easat-11273	342	20	"	"	PUNCT
easat-11273	342	21	arxiv	arxiv	PROPN
easat-11273	342	22	preprint	preprint	NOUN
easat-11273	342	23	arxiv:1907.11692	arxiv:1907.11692	NOUN
easat-11273	342	24	,	,	PUNCT
easat-11273	342	25	2019	2019	NUM
easat-11273	342	26	.	.	PUNCT
easat-11273	343	1	https://doi.org/10.48550/arxiv.1907.11692	https://doi.org/10.48550/arxiv.1907.11692	PROPN
easat-11273	343	2	appendix	appendix	VERB
easat-11273	343	3	a.	a.	NOUN
easat-11273	343	4	topic	topic	NOUN
easat-11273	343	5	visualization	visualization	NOUN
easat-11273	343	6	by	by	ADP
easat-11273	343	7	domain	domain	NOUN
easat-11273	343	8	.	.	PUNCT
easat-11273	344	1	figure	figure	NOUN
easat-11273	344	2	1	1	NUM
easat-11273	344	3	.	.	PUNCT
easat-11273	344	4	intertopic	intertopic	ADJ
easat-11273	344	5	distance	distance	NOUN
easat-11273	344	6	map	map	NOUN
easat-11273	344	7	and	and	CCONJ
easat-11273	344	8	top	top	ADJ
easat-11273	344	9	terms	term	NOUN
easat-11273	344	10	for	for	ADP
easat-11273	344	11	the	the	DET
easat-11273	344	12	engineering	engineering	NOUN
easat-11273	344	13	domain	domain	NOUN
easat-11273	344	14	.	.	PUNCT
easat-11273	345	1	https://doi.org/10.1016/j.neunet.2014.09.003	https://doi.org/10.1016/j.neunet.2014.09.003	PROPN
easat-11273	345	2	https://doi.org/10.1038/nature14539	https://doi.org/10.1038/nature14539	NOUN
easat-11273	345	3	https://doi.org/10.14569/ijacsa.2015.060121	https://doi.org/10.14569/ijacsa.2015.060121	PROPN
easat-11273	345	4	https://doi.org/10.48550/arxiv.1907.11692	https://doi.org/10.48550/arxiv.1907.11692	PROPN
easat-11273	345	5	79	79	NUM
easat-11273	345	6	edelweiss	edelweiss	PROPN
easat-11273	345	7	applied	apply	VERB
easat-11273	345	8	science	science	NOUN
easat-11273	345	9	and	and	CCONJ
easat-11273	345	10	technology	technology	NOUN
easat-11273	345	11	issn	issn	PROPN
easat-11273	345	12	:	:	PUNCT
easat-11273	345	13	2576	2576	NUM
easat-11273	345	14	-	-	SYM
easat-11273	345	15	8484	8484	NUM
easat-11273	345	16	vol	vol	NOUN
easat-11273	345	17	.	.	PROPN
easat-11273	346	1	9	9	NUM
easat-11273	346	2	,	,	PUNCT
easat-11273	346	3	no	no	INTJ
easat-11273	346	4	.	.	NOUN
easat-11273	346	5	12	12	NUM
easat-11273	346	6	:	:	PUNCT
easat-11273	346	7	66	66	NUM
easat-11273	346	8	-	-	SYM
easat-11273	346	9	80	80	NUM
easat-11273	346	10	,	,	PUNCT
easat-11273	346	11	2025	2025	NUM
easat-11273	346	12	doi	doi	NOUN
easat-11273	346	13	:	:	PUNCT
easat-11273	346	14	10.55214/2576	10.55214/2576	NUM
easat-11273	346	15	-	-	SYM
easat-11273	346	16	8484.v9i12.11273	8484.v9i12.11273	NOUN
easat-11273	347	1	©	©	PROPN
easat-11273	347	2	2025	2025	NUM
easat-11273	347	3	by	by	ADP
easat-11273	347	4	the	the	DET
easat-11273	347	5	author	author	NOUN
easat-11273	347	6	;	;	PUNCT
easat-11273	347	7	licensee	licensee	PROPN
easat-11273	347	8	learning	learn	VERB
easat-11273	347	9	gate	gate	NOUN
easat-11273	347	10	figure	figure	NOUN
easat-11273	347	11	2	2	NUM
easat-11273	347	12	.	.	PUNCT
easat-11273	347	13	intertopic	intertopic	ADJ
easat-11273	347	14	distance	distance	NOUN
easat-11273	347	15	map	map	NOUN
easat-11273	347	16	and	and	CCONJ
easat-11273	347	17	top	top	ADJ
easat-11273	347	18	terms	term	NOUN
easat-11273	347	19	for	for	ADP
easat-11273	347	20	natural	natural	ADJ
easat-11273	347	21	sciences	science	NOUN
easat-11273	347	22	domain	domain	NOUN
easat-11273	347	23	.	.	PUNCT
easat-11273	348	1	80	80	NUM
easat-11273	348	2	edelweiss	edelweiss	PROPN
easat-11273	348	3	applied	apply	VERB
easat-11273	348	4	science	science	NOUN
easat-11273	348	5	and	and	CCONJ
easat-11273	348	6	technology	technology	NOUN
easat-11273	348	7	issn	issn	PROPN
easat-11273	348	8	:	:	PUNCT
easat-11273	348	9	2576	2576	NUM
easat-11273	348	10	-	-	SYM
easat-11273	348	11	8484	8484	NUM
easat-11273	348	12	vol	vol	NOUN
easat-11273	348	13	.	.	PROPN
easat-11273	349	1	9	9	NUM
easat-11273	349	2	,	,	PUNCT
easat-11273	349	3	no	no	INTJ
easat-11273	349	4	.	.	NOUN
easat-11273	349	5	12	12	NUM
easat-11273	349	6	:	:	PUNCT
easat-11273	349	7	66	66	NUM
easat-11273	349	8	-	-	SYM
easat-11273	349	9	80	80	NUM
easat-11273	349	10	,	,	PUNCT
easat-11273	349	11	2025	2025	NUM
easat-11273	349	12	doi	doi	NOUN
easat-11273	349	13	:	:	PUNCT
easat-11273	349	14	10.55214/2576	10.55214/2576	NUM
easat-11273	349	15	-	-	SYM
easat-11273	349	16	8484.v9i12.11273	8484.v9i12.11273	NOUN
easat-11273	350	1	©	©	PROPN
easat-11273	350	2	2025	2025	NUM
easat-11273	350	3	by	by	ADP
easat-11273	350	4	the	the	DET
easat-11273	350	5	author	author	NOUN
easat-11273	350	6	;	;	PUNCT
easat-11273	350	7	licensee	licensee	PROPN
easat-11273	350	8	learning	learn	VERB
easat-11273	350	9	gate	gate	PROPN
easat-11273	350	10	figure	figure	NOUN
easat-11273	350	11	3	3	NUM
easat-11273	350	12	.	.	PUNCT
easat-11273	350	13	intertopic	intertopic	ADJ
easat-11273	350	14	distance	distance	NOUN
easat-11273	350	15	map	map	NOUN
easat-11273	350	16	and	and	CCONJ
easat-11273	350	17	top	top	ADJ
easat-11273	350	18	terms	term	NOUN
easat-11273	350	19	for	for	ADP
easat-11273	350	20	social	social	ADJ
easat-11273	350	21	sciences	science	NOUN
easat-11273	350	22	domain	domain	NOUN