id	sid	tid	token	lemma	pos
eltls-55942	1	1	english	english	ADJ
eltls-55942	1	2	language	language	NOUN
eltls-55942	1	3	teaching	teaching	NOUN
eltls-55942	1	4	and	and	CCONJ
eltls-55942	1	5	linguistics	linguistic	NOUN
eltls-55942	1	6	studies	study	NOUN
eltls-55942	1	7	issn	issn	VERB
eltls-55942	1	8	2640	2640	NUM
eltls-55942	1	9	-	-	SYM
eltls-55942	1	10	9836	9836	NUM
eltls-55942	1	11	(	(	PUNCT
eltls-55942	1	12	print	print	NOUN
eltls-55942	1	13	)	)	PUNCT
eltls-55942	1	14	issn	issn	PROPN
eltls-55942	1	15	2640	2640	NUM
eltls-55942	1	16	-	-	SYM
eltls-55942	1	17	9844	9844	NUM
eltls-55942	1	18	(	(	PUNCT
eltls-55942	1	19	online	online	ADJ
eltls-55942	1	20	)	)	PUNCT
eltls-55942	1	21	vol	vol	NOUN
eltls-55942	1	22	.	.	PROPN
eltls-55942	2	1	7	7	NUM
eltls-55942	2	2	,	,	PUNCT
eltls-55942	2	3	no	no	INTJ
eltls-55942	2	4	.	.	NOUN
eltls-55942	2	5	2	2	NUM
eltls-55942	2	6	,	,	PUNCT
eltls-55942	2	7	2025	2025	NUM
eltls-55942	2	8	www.scholink.org/ojs/index.php/eltls	www.scholink.org/ojs/index.php/eltls	NUM
eltls-55942	2	9	51	51	NUM
eltls-55942	2	10	original	original	ADJ
eltls-55942	2	11	paper	paper	NOUN
eltls-55942	2	12	combining	combine	VERB
eltls-55942	2	13	big	big	ADJ
eltls-55942	2	14	models	model	NOUN
eltls-55942	2	15	and	and	CCONJ
eltls-55942	2	16	multimodal	multimodal	NOUN
eltls-55942	2	17	technology	technology	NOUN
eltls-55942	2	18	to	to	PART
eltls-55942	2	19	optimize	optimize	VERB
eltls-55942	2	20	learning	learn	VERB
eltls-55942	2	21	path	path	NOUN
eltls-55942	2	22	recommendations	recommendation	NOUN
eltls-55942	2	23	in	in	ADP
eltls-55942	2	24	personalized	personalized	ADJ
eltls-55942	2	25	english	english	ADJ
eltls-55942	2	26	self	self	NOUN
eltls-55942	2	27	-	-	PUNCT
eltls-55942	2	28	learning	learn	VERB
eltls-55942	2	29	niu	niu	NOUN
eltls-55942	2	30	lijun1	lijun1	NOUN
eltls-55942	2	31	1	1	NUM
eltls-55942	2	32	school	school	NOUN
eltls-55942	2	33	of	of	ADP
eltls-55942	2	34	foreign	foreign	ADJ
eltls-55942	2	35	languages	language	NOUN
eltls-55942	2	36	,	,	PUNCT
eltls-55942	2	37	lanzhou	lanzhou	PROPN
eltls-55942	2	38	city	city	PROPN
eltls-55942	2	39	university	university	PROPN
eltls-55942	2	40	,	,	PUNCT
eltls-55942	2	41	lanzhou	lanzhou	PROPN
eltls-55942	2	42	,	,	PUNCT
eltls-55942	2	43	730070	730070	NUM
eltls-55942	2	44	,	,	PUNCT
eltls-55942	2	45	gansu	gansu	PROPN
eltls-55942	2	46	,	,	PUNCT
eltls-55942	2	47	china	china	PROPN
eltls-55942	2	48	received	receive	VERB
eltls-55942	2	49	:	:	PUNCT
eltls-55942	2	50	february	february	PROPN
eltls-55942	2	51	28	28	NUM
eltls-55942	2	52	,	,	PUNCT
eltls-55942	2	53	2025	2025	NUM
eltls-55942	2	54	accepted	accept	VERB
eltls-55942	2	55	:	:	PUNCT
eltls-55942	2	56	march	march	PROPN
eltls-55942	2	57	22	22	NUM
eltls-55942	2	58	,	,	PUNCT
eltls-55942	2	59	2025	2025	NUM
eltls-55942	2	60	online	online	ADV
eltls-55942	2	61	published	publish	VERB
eltls-55942	2	62	:	:	PUNCT
eltls-55942	2	63	april	april	PROPN
eltls-55942	2	64	08	08	NUM
eltls-55942	2	65	,	,	PUNCT
eltls-55942	2	66	2025	2025	NUM
eltls-55942	2	67	doi:10.22158	doi:10.22158	NOUN
eltls-55942	2	68	/	/	SYM
eltls-55942	2	69	eltls.v7n2p51	eltls.v7n2p51	PROPN
eltls-55942	2	70	url	url	PROPN
eltls-55942	2	71	:	:	PUNCT
eltls-55942	2	72	http://dx.doi.org/10.22158/eltls.v7n2p51	http://dx.doi.org/10.22158/eltls.v7n2p51	PROPN
eltls-55942	2	73	abstract	abstract	ADJ
eltls-55942	2	74	with	with	ADP
eltls-55942	2	75	the	the	DET
eltls-55942	2	76	rapid	rapid	ADJ
eltls-55942	2	77	development	development	NOUN
eltls-55942	2	78	of	of	ADP
eltls-55942	2	79	information	information	NOUN
eltls-55942	2	80	technology	technology	NOUN
eltls-55942	2	81	,	,	PUNCT
eltls-55942	2	82	personalized	personalized	ADJ
eltls-55942	2	83	learning	learning	NOUN
eltls-55942	2	84	has	have	AUX
eltls-55942	2	85	become	become	VERB
eltls-55942	2	86	an	an	DET
eltls-55942	2	87	important	important	ADJ
eltls-55942	2	88	trend	trend	NOUN
eltls-55942	2	89	in	in	ADP
eltls-55942	2	90	modern	modern	ADJ
eltls-55942	2	91	education	education	NOUN
eltls-55942	2	92	,	,	PUNCT
eltls-55942	2	93	especially	especially	ADV
eltls-55942	2	94	in	in	ADP
eltls-55942	2	95	the	the	DET
eltls-55942	2	96	field	field	NOUN
eltls-55942	2	97	of	of	ADP
eltls-55942	2	98	english	english	PROPN
eltls-55942	2	99	learning	learning	NOUN
eltls-55942	2	100	.	.	PUNCT
eltls-55942	3	1	traditional	traditional	ADJ
eltls-55942	3	2	english	english	ADJ
eltls-55942	3	3	teaching	teaching	NOUN
eltls-55942	3	4	methods	method	NOUN
eltls-55942	3	5	usually	usually	ADV
eltls-55942	3	6	adopt	adopt	VERB
eltls-55942	3	7	a	a	DET
eltls-55942	3	8	"	"	PUNCT
eltls-55942	3	9	one	one	NUM
eltls-55942	3	10	-	-	PUNCT
eltls-55942	3	11	size	size	NOUN
eltls-55942	3	12	-	-	PUNCT
eltls-55942	3	13	fits	fit	VERB
eltls-55942	3	14	-	-	PUNCT
eltls-55942	3	15	all	all	PRON
eltls-55942	3	16	"	"	PUNCT
eltls-55942	3	17	approach	approach	NOUN
eltls-55942	3	18	and	and	CCONJ
eltls-55942	3	19	fail	fail	VERB
eltls-55942	3	20	to	to	PART
eltls-55942	3	21	fully	fully	ADV
eltls-55942	3	22	consider	consider	VERB
eltls-55942	3	23	the	the	DET
eltls-55942	3	24	individual	individual	ADJ
eltls-55942	3	25	differences	difference	NOUN
eltls-55942	3	26	of	of	ADP
eltls-55942	3	27	students	student	NOUN
eltls-55942	3	28	.	.	PUNCT
eltls-55942	4	1	this	this	DET
eltls-55942	4	2	paper	paper	NOUN
eltls-55942	4	3	aims	aim	VERB
eltls-55942	4	4	to	to	PART
eltls-55942	4	5	solve	solve	VERB
eltls-55942	4	6	the	the	DET
eltls-55942	4	7	problem	problem	NOUN
eltls-55942	4	8	of	of	ADP
eltls-55942	4	9	insufficient	insufficient	ADJ
eltls-55942	4	10	accuracy	accuracy	NOUN
eltls-55942	4	11	of	of	ADP
eltls-55942	4	12	path	path	NOUN
eltls-55942	4	13	recommendation	recommendation	NOUN
eltls-55942	4	14	in	in	ADP
eltls-55942	4	15	personalized	personalized	ADJ
eltls-55942	4	16	english	english	ADJ
eltls-55942	4	17	self	self	NOUN
eltls-55942	4	18	-	-	PUNCT
eltls-55942	4	19	learning	learning	NOUN
eltls-55942	4	20	.	.	PUNCT
eltls-55942	5	1	to	to	ADP
eltls-55942	5	2	this	this	DET
eltls-55942	5	3	end	end	NOUN
eltls-55942	5	4	,	,	PUNCT
eltls-55942	5	5	this	this	DET
eltls-55942	5	6	paper	paper	NOUN
eltls-55942	5	7	proposes	propose	VERB
eltls-55942	5	8	a	a	DET
eltls-55942	5	9	method	method	NOUN
eltls-55942	5	10	to	to	PART
eltls-55942	5	11	optimize	optimize	VERB
eltls-55942	5	12	personalized	personalized	ADJ
eltls-55942	5	13	learning	learning	NOUN
eltls-55942	5	14	path	path	NOUN
eltls-55942	5	15	recommendation	recommendation	NOUN
eltls-55942	5	16	by	by	ADP
eltls-55942	5	17	combining	combine	VERB
eltls-55942	5	18	big	big	ADJ
eltls-55942	5	19	models	model	NOUN
eltls-55942	5	20	and	and	CCONJ
eltls-55942	5	21	multimodal	multimodal	NOUN
eltls-55942	5	22	technology	technology	NOUN
eltls-55942	5	23	.	.	PUNCT
eltls-55942	6	1	through	through	ADP
eltls-55942	6	2	the	the	DET
eltls-55942	6	3	analysis	analysis	NOUN
eltls-55942	6	4	and	and	CCONJ
eltls-55942	6	5	processing	processing	NOUN
eltls-55942	6	6	of	of	ADP
eltls-55942	6	7	students	student	NOUN
eltls-55942	6	8	'	'	PART
eltls-55942	6	9	learning	learn	VERB
eltls-55942	6	10	data	datum	NOUN
eltls-55942	6	11	by	by	ADP
eltls-55942	6	12	big	big	ADJ
eltls-55942	6	13	models	model	NOUN
eltls-55942	6	14	,	,	PUNCT
eltls-55942	6	15	combined	combine	VERB
eltls-55942	6	16	with	with	ADP
eltls-55942	6	17	a	a	DET
eltls-55942	6	18	variety	variety	NOUN
eltls-55942	6	19	of	of	ADP
eltls-55942	6	20	learning	learn	VERB
eltls-55942	6	21	resources	resource	NOUN
eltls-55942	6	22	such	such	ADJ
eltls-55942	6	23	as	as	ADP
eltls-55942	6	24	vision	vision	NOUN
eltls-55942	6	25	,	,	PUNCT
eltls-55942	6	26	hearing	hearing	NOUN
eltls-55942	6	27	,	,	PUNCT
eltls-55942	6	28	and	and	CCONJ
eltls-55942	6	29	text	text	NOUN
eltls-55942	6	30	provided	provide	VERB
eltls-55942	6	31	by	by	ADP
eltls-55942	6	32	multimodal	multimodal	NOUN
eltls-55942	6	33	technology	technology	NOUN
eltls-55942	6	34	,	,	PUNCT
eltls-55942	6	35	the	the	DET
eltls-55942	6	36	system	system	NOUN
eltls-55942	6	37	can	can	AUX
eltls-55942	6	38	dynamically	dynamically	ADV
eltls-55942	6	39	adjust	adjust	VERB
eltls-55942	6	40	the	the	DET
eltls-55942	6	41	learning	learning	NOUN
eltls-55942	6	42	path	path	NOUN
eltls-55942	6	43	and	and	CCONJ
eltls-55942	6	44	provide	provide	VERB
eltls-55942	6	45	personalized	personalized	ADJ
eltls-55942	6	46	learning	learning	NOUN
eltls-55942	6	47	suggestions	suggestion	NOUN
eltls-55942	6	48	according	accord	VERB
eltls-55942	6	49	to	to	ADP
eltls-55942	6	50	students	student	NOUN
eltls-55942	6	51	'	'	PART
eltls-55942	6	52	learning	learning	NOUN
eltls-55942	6	53	interests	interest	NOUN
eltls-55942	6	54	,	,	PUNCT
eltls-55942	6	55	ability	ability	NOUN
eltls-55942	6	56	levels	level	NOUN
eltls-55942	6	57	,	,	PUNCT
eltls-55942	6	58	and	and	CCONJ
eltls-55942	6	59	progress	progress	NOUN
eltls-55942	6	60	.	.	PUNCT
eltls-55942	7	1	specifically	specifically	ADV
eltls-55942	7	2	,	,	PUNCT
eltls-55942	7	3	a	a	DET
eltls-55942	7	4	big	big	ADJ
eltls-55942	7	5	model	model	NOUN
eltls-55942	7	6	is	be	AUX
eltls-55942	7	7	used	use	VERB
eltls-55942	7	8	to	to	PART
eltls-55942	7	9	model	model	VERB
eltls-55942	7	10	students	student	NOUN
eltls-55942	7	11	'	'	PART
eltls-55942	7	12	learning	learn	VERB
eltls-55942	7	13	history	history	NOUN
eltls-55942	7	14	,	,	PUNCT
eltls-55942	7	15	feedback	feedback	NOUN
eltls-55942	7	16	,	,	PUNCT
eltls-55942	7	17	and	and	CCONJ
eltls-55942	7	18	participation	participation	NOUN
eltls-55942	7	19	,	,	PUNCT
eltls-55942	7	20	and	and	CCONJ
eltls-55942	7	21	multimodal	multimodal	NOUN
eltls-55942	7	22	technology	technology	NOUN
eltls-55942	7	23	is	be	AUX
eltls-55942	7	24	combined	combine	VERB
eltls-55942	7	25	to	to	PART
eltls-55942	7	26	generate	generate	VERB
eltls-55942	7	27	recommended	recommended	ADJ
eltls-55942	7	28	content	content	NOUN
eltls-55942	7	29	that	that	PRON
eltls-55942	7	30	meets	meet	VERB
eltls-55942	7	31	students	student	NOUN
eltls-55942	7	32	'	'	PART
eltls-55942	7	33	needs	need	NOUN
eltls-55942	7	34	.	.	PUNCT
eltls-55942	8	1	the	the	DET
eltls-55942	8	2	experimental	experimental	ADJ
eltls-55942	8	3	results	result	NOUN
eltls-55942	8	4	show	show	VERB
eltls-55942	8	5	that	that	SCONJ
eltls-55942	8	6	the	the	DET
eltls-55942	8	7	experimental	experimental	ADJ
eltls-55942	8	8	group	group	NOUN
eltls-55942	8	9	is	be	AUX
eltls-55942	8	10	superior	superior	ADJ
eltls-55942	8	11	to	to	ADP
eltls-55942	8	12	the	the	DET
eltls-55942	8	13	control	control	NOUN
eltls-55942	8	14	group	group	NOUN
eltls-55942	8	15	in	in	ADP
eltls-55942	8	16	multiple	multiple	ADJ
eltls-55942	8	17	key	key	ADJ
eltls-55942	8	18	indicators	indicator	NOUN
eltls-55942	8	19	,	,	PUNCT
eltls-55942	8	20	including	include	VERB
eltls-55942	8	21	the	the	DET
eltls-55942	8	22	improvement	improvement	NOUN
eltls-55942	8	23	of	of	ADP
eltls-55942	8	24	learning	learn	VERB
eltls-55942	8	25	interest	interest	NOUN
eltls-55942	8	26	(	(	PUNCT
eltls-55942	8	27	the	the	DET
eltls-55942	8	28	average	average	ADJ
eltls-55942	8	29	change	change	NOUN
eltls-55942	8	30	in	in	ADP
eltls-55942	8	31	the	the	DET
eltls-55942	8	32	experimental	experimental	ADJ
eltls-55942	8	33	group	group	NOUN
eltls-55942	8	34	is	be	AUX
eltls-55942	8	35	4.3	4.3	NUM
eltls-55942	8	36	points	point	NOUN
eltls-55942	8	37	,	,	PUNCT
eltls-55942	8	38	and	and	CCONJ
eltls-55942	8	39	the	the	DET
eltls-55942	8	40	control	control	NOUN
eltls-55942	8	41	group	group	NOUN
eltls-55942	8	42	is	be	AUX
eltls-55942	8	43	2.5	2.5	NUM
eltls-55942	8	44	points	point	NOUN
eltls-55942	8	45	)	)	PUNCT
eltls-55942	8	46	,	,	PUNCT
eltls-55942	8	47	the	the	DET
eltls-55942	8	48	improvement	improvement	NOUN
eltls-55942	8	49	of	of	ADP
eltls-55942	8	50	task	task	NOUN
eltls-55942	8	51	completion	completion	NOUN
eltls-55942	8	52	(	(	PUNCT
eltls-55942	8	53	the	the	DET
eltls-55942	8	54	average	average	ADJ
eltls-55942	8	55	learning	learn	VERB
eltls-55942	8	56	progress	progress	NOUN
eltls-55942	8	57	of	of	ADP
eltls-55942	8	58	the	the	DET
eltls-55942	8	59	experimental	experimental	ADJ
eltls-55942	8	60	group	group	NOUN
eltls-55942	8	61	is	be	AUX
eltls-55942	8	62	93	93	NUM
eltls-55942	8	63	%	%	NOUN
eltls-55942	8	64	,	,	PUNCT
eltls-55942	8	65	and	and	CCONJ
eltls-55942	8	66	the	the	DET
eltls-55942	8	67	control	control	NOUN
eltls-55942	8	68	group	group	NOUN
eltls-55942	8	69	is	be	AUX
eltls-55942	8	70	75	75	NUM
eltls-55942	8	71	%	%	NOUN
eltls-55942	8	72	)	)	PUNCT
eltls-55942	8	73	,	,	PUNCT
eltls-55942	8	74	and	and	CCONJ
eltls-55942	8	75	the	the	DET
eltls-55942	8	76	significant	significant	ADJ
eltls-55942	8	77	improvement	improvement	NOUN
eltls-55942	8	78	of	of	ADP
eltls-55942	8	79	vocabulary	vocabulary	ADJ
eltls-55942	8	80	memory	memory	NOUN
eltls-55942	8	81	retention	retention	NOUN
eltls-55942	8	82	rate	rate	NOUN
eltls-55942	8	83	(	(	PUNCT
eltls-55942	8	84	the	the	DET
eltls-55942	8	85	experimental	experimental	ADJ
eltls-55942	8	86	group	group	NOUN
eltls-55942	8	87	is	be	AUX
eltls-55942	8	88	88	88	NUM
eltls-55942	8	89	%	%	NOUN
eltls-55942	8	90	,	,	PUNCT
eltls-55942	8	91	and	and	CCONJ
eltls-55942	8	92	the	the	DET
eltls-55942	8	93	control	control	NOUN
eltls-55942	8	94	group	group	NOUN
eltls-55942	8	95	is	be	AUX
eltls-55942	8	96	73	73	NUM
eltls-55942	8	97	%	%	NOUN
eltls-55942	8	98	)	)	PUNCT
eltls-55942	8	99	.	.	PUNCT
eltls-55942	9	1	in	in	ADP
eltls-55942	9	2	addition	addition	NOUN
eltls-55942	9	3	,	,	PUNCT
eltls-55942	9	4	students	student	NOUN
eltls-55942	9	5	showed	show	VERB
eltls-55942	9	6	high	high	ADJ
eltls-55942	9	7	scores	score	NOUN
eltls-55942	9	8	in	in	ADP
eltls-55942	9	9	terms	term	NOUN
eltls-55942	9	10	of	of	ADP
eltls-55942	9	11	satisfaction	satisfaction	NOUN
eltls-55942	9	12	with	with	ADP
eltls-55942	9	13	the	the	DET
eltls-55942	9	14	recommendation	recommendation	NOUN
eltls-55942	9	15	system	system	NOUN
eltls-55942	9	16	,	,	PUNCT
eltls-55942	9	17	relevance	relevance	NOUN
eltls-55942	9	18	of	of	ADP
eltls-55942	9	19	learning	learn	VERB
eltls-55942	9	20	content	content	NOUN
eltls-55942	9	21	,	,	PUNCT
eltls-55942	9	22	and	and	CCONJ
eltls-55942	9	23	adaptability	adaptability	NOUN
eltls-55942	9	24	of	of	ADP
eltls-55942	9	25	recommendation	recommendation	NOUN
eltls-55942	9	26	difficulty	difficulty	NOUN
eltls-55942	9	27	,	,	PUNCT
eltls-55942	9	28	indicating	indicate	VERB
eltls-55942	9	29	that	that	SCONJ
eltls-55942	9	30	the	the	DET
eltls-55942	9	31	optimization	optimization	NOUN
eltls-55942	9	32	method	method	NOUN
eltls-55942	9	33	effectively	effectively	ADV
eltls-55942	9	34	improved	improve	VERB
eltls-55942	9	35	the	the	DET
eltls-55942	9	36	accuracy	accuracy	NOUN
eltls-55942	9	37	and	and	CCONJ
eltls-55942	9	38	learning	learn	VERB
eltls-55942	9	39	effect	effect	NOUN
eltls-55942	9	40	of	of	ADP
eltls-55942	9	41	personalized	personalized	ADJ
eltls-55942	9	42	learning	learning	NOUN
eltls-55942	9	43	path	path	NOUN
eltls-55942	9	44	recommendations	recommendation	NOUN
eltls-55942	9	45	.	.	PUNCT
eltls-55942	10	1	www.scholink.org/ojs/index.php/eltls	www.scholink.org/ojs/index.php/eltls	NUM
eltls-55942	10	2	english	english	ADJ
eltls-55942	10	3	language	language	NOUN
eltls-55942	10	4	teaching	teaching	NOUN
eltls-55942	10	5	and	and	CCONJ
eltls-55942	10	6	linguistics	linguistic	NOUN
eltls-55942	10	7	studies	study	NOUN
eltls-55942	10	8	vol	vol	NOUN
eltls-55942	10	9	.	.	PUNCT
eltls-55942	11	1	7	7	NUM
eltls-55942	11	2	,	,	PUNCT
eltls-55942	11	3	no	no	INTJ
eltls-55942	11	4	.	.	NOUN
eltls-55942	11	5	2	2	NUM
eltls-55942	11	6	,	,	PUNCT
eltls-55942	11	7	2025	2025	NUM
eltls-55942	11	8	published	publish	VERB
eltls-55942	11	9	by	by	ADP
eltls-55942	11	10	scholink	scholink	PROPN
eltls-55942	11	11	inc	inc	PROPN
eltls-55942	11	12	.	.	PROPN
eltls-55942	11	13	52	52	NUM
eltls-55942	11	14	keywords	keyword	NOUN
eltls-55942	11	15	personalized	personalized	ADJ
eltls-55942	11	16	learning	learning	NOUN
eltls-55942	11	17	,	,	PUNCT
eltls-55942	11	18	large	large	ADJ
eltls-55942	11	19	model	model	NOUN
eltls-55942	11	20	,	,	PUNCT
eltls-55942	11	21	multimodal	multimodal	NOUN
eltls-55942	11	22	technology	technology	NOUN
eltls-55942	11	23	,	,	PUNCT
eltls-55942	11	24	learning	learn	VERB
eltls-55942	11	25	path	path	NOUN
eltls-55942	11	26	recommendation	recommendation	NOUN
eltls-55942	11	27	,	,	PUNCT
eltls-55942	11	28	english	english	PROPN
eltls-55942	11	29	autonomous	autonomous	ADJ
eltls-55942	11	30	learning	learn	VERB
eltls-55942	11	31	1	1	NUM
eltls-55942	11	32	.	.	PUNCT
eltls-55942	12	1	introduction	introduction	NOUN
eltls-55942	12	2	in	in	ADP
eltls-55942	12	3	the	the	DET
eltls-55942	12	4	field	field	NOUN
eltls-55942	12	5	of	of	ADP
eltls-55942	12	6	english	english	PROPN
eltls-55942	12	7	learning	learning	PROPN
eltls-55942	12	8	,	,	PUNCT
eltls-55942	12	9	the	the	DET
eltls-55942	12	10	improvement	improvement	NOUN
eltls-55942	12	11	of	of	ADP
eltls-55942	12	12	vocabulary	vocabulary	ADJ
eltls-55942	12	13	memory	memory	NOUN
eltls-55942	12	14	,	,	PUNCT
eltls-55942	12	15	listening	listening	NOUN
eltls-55942	12	16	comprehension	comprehension	NOUN
eltls-55942	12	17	,	,	PUNCT
eltls-55942	12	18	oral	oral	ADJ
eltls-55942	12	19	expression	expression	NOUN
eltls-55942	12	20	and	and	CCONJ
eltls-55942	12	21	other	other	ADJ
eltls-55942	12	22	abilities	ability	NOUN
eltls-55942	12	23	is	be	AUX
eltls-55942	12	24	crucial	crucial	ADJ
eltls-55942	12	25	to	to	ADP
eltls-55942	12	26	students	student	NOUN
eltls-55942	12	27	'	'	PART
eltls-55942	12	28	language	language	NOUN
eltls-55942	12	29	proficiency	proficiency	NOUN
eltls-55942	12	30	.	.	PUNCT
eltls-55942	13	1	traditional	traditional	ADJ
eltls-55942	13	2	english	english	ADJ
eltls-55942	13	3	learning	learning	NOUN
eltls-55942	13	4	often	often	ADV
eltls-55942	13	5	relies	rely	VERB
eltls-55942	13	6	on	on	ADP
eltls-55942	13	7	the	the	DET
eltls-55942	13	8	leadership	leadership	NOUN
eltls-55942	13	9	of	of	ADP
eltls-55942	13	10	teachers	teacher	NOUN
eltls-55942	13	11	,	,	PUNCT
eltls-55942	13	12	but	but	CCONJ
eltls-55942	13	13	lacks	lack	VERB
eltls-55942	13	14	sufficient	sufficient	ADJ
eltls-55942	13	15	personalized	personalized	ADJ
eltls-55942	13	16	support	support	NOUN
eltls-55942	13	17	,	,	PUNCT
eltls-55942	13	18	resulting	result	VERB
eltls-55942	13	19	in	in	ADP
eltls-55942	13	20	the	the	DET
eltls-55942	13	21	inability	inability	NOUN
eltls-55942	13	22	to	to	PART
eltls-55942	13	23	maximize	maximize	VERB
eltls-55942	13	24	students	student	NOUN
eltls-55942	13	25	'	'	PART
eltls-55942	13	26	learning	learn	VERB
eltls-55942	13	27	motivation	motivation	NOUN
eltls-55942	13	28	and	and	CCONJ
eltls-55942	13	29	effectiveness	effectiveness	NOUN
eltls-55942	13	30	.	.	PUNCT
eltls-55942	14	1	therefore	therefore	ADV
eltls-55942	14	2	,	,	PUNCT
eltls-55942	14	3	how	how	SCONJ
eltls-55942	14	4	to	to	PART
eltls-55942	14	5	optimize	optimize	VERB
eltls-55942	14	6	personalized	personalized	ADJ
eltls-55942	14	7	learning	learn	VERB
eltls-55942	14	8	paths	path	NOUN
eltls-55942	14	9	through	through	ADP
eltls-55942	14	10	large	large	ADJ
eltls-55942	14	11	models	model	NOUN
eltls-55942	14	12	and	and	CCONJ
eltls-55942	14	13	multimodal	multimodal	NOUN
eltls-55942	14	14	technologies	technology	NOUN
eltls-55942	14	15	and	and	CCONJ
eltls-55942	14	16	improve	improve	VERB
eltls-55942	14	17	students	student	NOUN
eltls-55942	14	18	'	'	PART
eltls-55942	14	19	autonomy	autonomy	NOUN
eltls-55942	14	20	and	and	CCONJ
eltls-55942	14	21	effectiveness	effectiveness	NOUN
eltls-55942	14	22	in	in	ADP
eltls-55942	14	23	english	english	ADJ
eltls-55942	14	24	learning	learning	NOUN
eltls-55942	14	25	has	have	AUX
eltls-55942	14	26	become	become	VERB
eltls-55942	14	27	the	the	DET
eltls-55942	14	28	core	core	NOUN
eltls-55942	14	29	issue	issue	NOUN
eltls-55942	14	30	of	of	ADP
eltls-55942	14	31	this	this	DET
eltls-55942	14	32	study	study	NOUN
eltls-55942	14	33	.	.	PUNCT
eltls-55942	15	1	this	this	DET
eltls-55942	15	2	paper	paper	NOUN
eltls-55942	15	3	aims	aim	VERB
eltls-55942	15	4	to	to	PART
eltls-55942	15	5	combine	combine	VERB
eltls-55942	15	6	large	large	ADJ
eltls-55942	15	7	models	model	NOUN
eltls-55942	15	8	with	with	ADP
eltls-55942	15	9	multimodal	multimodal	NOUN
eltls-55942	15	10	technology	technology	NOUN
eltls-55942	15	11	to	to	PART
eltls-55942	15	12	propose	propose	VERB
eltls-55942	15	13	a	a	DET
eltls-55942	15	14	new	new	ADJ
eltls-55942	15	15	personalized	personalized	ADJ
eltls-55942	15	16	learning	learning	NOUN
eltls-55942	15	17	path	path	NOUN
eltls-55942	15	18	recommendation	recommendation	NOUN
eltls-55942	15	19	system	system	NOUN
eltls-55942	15	20	,	,	PUNCT
eltls-55942	15	21	focusing	focus	VERB
eltls-55942	15	22	on	on	ADP
eltls-55942	15	23	optimizing	optimize	VERB
eltls-55942	15	24	students	student	NOUN
eltls-55942	15	25	'	'	PART
eltls-55942	15	26	learning	learn	VERB
eltls-55942	15	27	experience	experience	NOUN
eltls-55942	15	28	and	and	CCONJ
eltls-55942	15	29	improving	improve	VERB
eltls-55942	15	30	learning	learning	NOUN
eltls-55942	15	31	efficiency	efficiency	NOUN
eltls-55942	15	32	.	.	PUNCT
eltls-55942	16	1	through	through	ADP
eltls-55942	16	2	experimental	experimental	ADJ
eltls-55942	16	3	verification	verification	NOUN
eltls-55942	16	4	,	,	PUNCT
eltls-55942	16	5	we	we	PRON
eltls-55942	16	6	explored	explore	VERB
eltls-55942	16	7	the	the	DET
eltls-55942	16	8	application	application	NOUN
eltls-55942	16	9	effect	effect	NOUN
eltls-55942	16	10	of	of	ADP
eltls-55942	16	11	this	this	DET
eltls-55942	16	12	system	system	NOUN
eltls-55942	16	13	in	in	ADP
eltls-55942	16	14	english	english	ADJ
eltls-55942	16	15	learning	learning	NOUN
eltls-55942	16	16	and	and	CCONJ
eltls-55942	16	17	compared	compare	VERB
eltls-55942	16	18	it	it	PRON
eltls-55942	16	19	with	with	ADP
eltls-55942	16	20	traditional	traditional	ADJ
eltls-55942	16	21	learning	learning	NOUN
eltls-55942	16	22	methods	method	NOUN
eltls-55942	16	23	.	.	PUNCT
eltls-55942	17	1	the	the	DET
eltls-55942	17	2	research	research	NOUN
eltls-55942	17	3	results	result	NOUN
eltls-55942	17	4	show	show	VERB
eltls-55942	17	5	that	that	SCONJ
eltls-55942	17	6	personalized	personalized	ADJ
eltls-55942	17	7	recommendations	recommendation	NOUN
eltls-55942	17	8	combining	combine	VERB
eltls-55942	17	9	large	large	ADJ
eltls-55942	17	10	models	model	NOUN
eltls-55942	17	11	and	and	CCONJ
eltls-55942	17	12	multimodal	multimodal	NOUN
eltls-55942	17	13	technology	technology	NOUN
eltls-55942	17	14	can	can	AUX
eltls-55942	17	15	significantly	significantly	ADV
eltls-55942	17	16	improve	improve	VERB
eltls-55942	17	17	students	student	NOUN
eltls-55942	17	18	'	'	PART
eltls-55942	17	19	learning	learn	VERB
eltls-55942	17	20	interest	interest	NOUN
eltls-55942	17	21	,	,	PUNCT
eltls-55942	17	22	learning	learn	VERB
eltls-55942	17	23	efficiency	efficiency	NOUN
eltls-55942	17	24	and	and	CCONJ
eltls-55942	17	25	vocabulary	vocabulary	ADJ
eltls-55942	17	26	memory	memory	NOUN
eltls-55942	17	27	retention	retention	NOUN
eltls-55942	17	28	rate	rate	NOUN
eltls-55942	17	29	,	,	PUNCT
eltls-55942	17	30	thus	thus	ADV
eltls-55942	17	31	providing	provide	VERB
eltls-55942	17	32	valuable	valuable	ADJ
eltls-55942	17	33	reference	reference	NOUN
eltls-55942	17	34	and	and	CCONJ
eltls-55942	17	35	practical	practical	ADJ
eltls-55942	17	36	experience	experience	NOUN
eltls-55942	17	37	for	for	ADP
eltls-55942	17	38	future	future	ADJ
eltls-55942	17	39	educational	educational	ADJ
eltls-55942	17	40	technology	technology	NOUN
eltls-55942	17	41	applications	application	NOUN
eltls-55942	17	42	.	.	PUNCT
eltls-55942	18	1	this	this	DET
eltls-55942	18	2	paper	paper	NOUN
eltls-55942	18	3	first	first	ADV
eltls-55942	18	4	discusses	discuss	VERB
eltls-55942	18	5	the	the	DET
eltls-55942	18	6	background	background	NOUN
eltls-55942	18	7	and	and	CCONJ
eltls-55942	18	8	importance	importance	NOUN
eltls-55942	18	9	of	of	ADP
eltls-55942	18	10	personalized	personalized	ADJ
eltls-55942	18	11	learning	learning	NOUN
eltls-55942	18	12	path	path	NOUN
eltls-55942	18	13	recommendation	recommendation	NOUN
eltls-55942	18	14	system	system	NOUN
eltls-55942	18	15	,	,	PUNCT
eltls-55942	18	16	then	then	ADV
eltls-55942	18	17	introduces	introduce	VERB
eltls-55942	18	18	the	the	DET
eltls-55942	18	19	theoretical	theoretical	ADJ
eltls-55942	18	20	basis	basis	NOUN
eltls-55942	18	21	and	and	CCONJ
eltls-55942	18	22	application	application	NOUN
eltls-55942	18	23	of	of	ADP
eltls-55942	18	24	combining	combine	VERB
eltls-55942	18	25	large	large	ADJ
eltls-55942	18	26	models	model	NOUN
eltls-55942	18	27	and	and	CCONJ
eltls-55942	18	28	multimodal	multimodal	NOUN
eltls-55942	18	29	technology	technology	NOUN
eltls-55942	18	30	,	,	PUNCT
eltls-55942	18	31	and	and	CCONJ
eltls-55942	18	32	then	then	ADV
eltls-55942	18	33	elaborates	elaborate	VERB
eltls-55942	18	34	on	on	ADP
eltls-55942	18	35	the	the	DET
eltls-55942	18	36	experimental	experimental	ADJ
eltls-55942	18	37	design	design	NOUN
eltls-55942	18	38	and	and	CCONJ
eltls-55942	18	39	implementation	implementation	NOUN
eltls-55942	18	40	process	process	NOUN
eltls-55942	18	41	,	,	PUNCT
eltls-55942	18	42	and	and	CCONJ
eltls-55942	18	43	analyzes	analyze	VERB
eltls-55942	18	44	the	the	DET
eltls-55942	18	45	experimental	experimental	ADJ
eltls-55942	18	46	data	datum	NOUN
eltls-55942	18	47	and	and	CCONJ
eltls-55942	18	48	results	result	NOUN
eltls-55942	18	49	.	.	PUNCT
eltls-55942	19	1	finally	finally	ADV
eltls-55942	19	2	,	,	PUNCT
eltls-55942	19	3	the	the	DET
eltls-55942	19	4	article	article	NOUN
eltls-55942	19	5	summarizes	summarize	VERB
eltls-55942	19	6	the	the	DET
eltls-55942	19	7	main	main	ADJ
eltls-55942	19	8	findings	finding	NOUN
eltls-55942	19	9	of	of	ADP
eltls-55942	19	10	the	the	DET
eltls-55942	19	11	study	study	NOUN
eltls-55942	19	12	,	,	PUNCT
eltls-55942	19	13	discusses	discuss	VERB
eltls-55942	19	14	its	its	PRON
eltls-55942	19	15	significance	significance	NOUN
eltls-55942	19	16	for	for	ADP
eltls-55942	19	17	the	the	DET
eltls-55942	19	18	optimization	optimization	NOUN
eltls-55942	19	19	of	of	ADP
eltls-55942	19	20	future	future	ADJ
eltls-55942	19	21	personalized	personalized	ADJ
eltls-55942	19	22	learning	learn	VERB
eltls-55942	19	23	systems	system	NOUN
eltls-55942	19	24	,	,	PUNCT
eltls-55942	19	25	and	and	CCONJ
eltls-55942	19	26	proposes	propose	VERB
eltls-55942	19	27	possible	possible	ADJ
eltls-55942	19	28	research	research	NOUN
eltls-55942	19	29	directions	direction	NOUN
eltls-55942	19	30	.	.	PUNCT
eltls-55942	20	1	2	2	X
eltls-55942	20	2	.	.	NUM
eltls-55942	20	3	related	relate	VERB
eltls-55942	20	4	works	work	NOUN
eltls-55942	20	5	in	in	ADP
eltls-55942	20	6	recent	recent	ADJ
eltls-55942	20	7	years	year	NOUN
eltls-55942	20	8	,	,	PUNCT
eltls-55942	20	9	with	with	ADP
eltls-55942	20	10	the	the	DET
eltls-55942	20	11	continuous	continuous	ADJ
eltls-55942	20	12	development	development	NOUN
eltls-55942	20	13	of	of	ADP
eltls-55942	20	14	technology	technology	NOUN
eltls-55942	20	15	and	and	CCONJ
eltls-55942	20	16	the	the	DET
eltls-55942	20	17	innovation	innovation	NOUN
eltls-55942	20	18	of	of	ADP
eltls-55942	20	19	educational	educational	ADJ
eltls-55942	20	20	concepts	concept	NOUN
eltls-55942	20	21	,	,	PUNCT
eltls-55942	20	22	personalized	personalized	ADJ
eltls-55942	20	23	learning	learning	NOUN
eltls-55942	20	24	systems	system	NOUN
eltls-55942	20	25	have	have	AUX
eltls-55942	20	26	made	make	VERB
eltls-55942	20	27	remarkable	remarkable	ADJ
eltls-55942	20	28	progress	progress	NOUN
eltls-55942	20	29	in	in	ADP
eltls-55942	20	30	improving	improve	VERB
eltls-55942	20	31	learning	learn	VERB
eltls-55942	20	32	outcomes	outcome	NOUN
eltls-55942	20	33	.	.	PUNCT
eltls-55942	21	1	zayet	zayet	PROPN
eltls-55942	21	2	et	et	PROPN
eltls-55942	21	3	al	al	PROPN
eltls-55942	21	4	.	.	PROPN
eltls-55942	21	5	proposed	propose	VERB
eltls-55942	21	6	a	a	DET
eltls-55942	21	7	personalized	personalized	ADJ
eltls-55942	21	8	conceptual	conceptual	ADJ
eltls-55942	21	9	framework	framework	NOUN
eltls-55942	21	10	,	,	PUNCT
eltls-55942	21	11	which	which	PRON
eltls-55942	21	12	includes	include	VERB
eltls-55942	21	13	four	four	NUM
eltls-55942	21	14	stages	stage	NOUN
eltls-55942	21	15	:	:	PUNCT
eltls-55942	21	16	student	student	NOUN
eltls-55942	21	17	profiling	profiling	NOUN
eltls-55942	21	18	,	,	PUNCT
eltls-55942	21	19	material	material	NOUN
eltls-55942	21	20	collection	collection	NOUN
eltls-55942	21	21	,	,	PUNCT
eltls-55942	21	22	material	material	NOUN
eltls-55942	21	23	screening	screening	NOUN
eltls-55942	21	24	,	,	PUNCT
eltls-55942	21	25	and	and	CCONJ
eltls-55942	21	26	verification	verification	NOUN
eltls-55942	21	27	,	,	PUNCT
eltls-55942	21	28	to	to	PART
eltls-55942	21	29	optimize	optimize	VERB
eltls-55942	21	30	the	the	DET
eltls-55942	21	31	k12	k12	NOUN
eltls-55942	21	32	online	online	PROPN
eltls-55942	21	33	learning	learning	NOUN
eltls-55942	21	34	recommendation	recommendation	NOUN
eltls-55942	21	35	system	system	NOUN
eltls-55942	21	36	(	(	PUNCT
eltls-55942	21	37	zayet	zayet	PROPN
eltls-55942	21	38	,	,	PUNCT
eltls-55942	21	39	ismail	ismail	PROPN
eltls-55942	21	40	,	,	PUNCT
eltls-55942	21	41	almadi	almadi	PROPN
eltls-55942	21	42	et	et	PROPN
eltls-55942	21	43	al	al	PROPN
eltls-55942	21	44	.	.	PROPN
eltls-55942	21	45	,	,	PUNCT
eltls-55942	21	46	2023	2023	NUM
eltls-55942	21	47	)	)	PUNCT
eltls-55942	21	48	.	.	PUNCT
eltls-55942	22	1	hwang	hwang	PROPN
eltls-55942	22	2	et	et	PROPN
eltls-55942	22	3	al	al	PROPN
eltls-55942	22	4	.	.	PROPN
eltls-55942	22	5	developed	develop	VERB
eltls-55942	22	6	the	the	DET
eltls-55942	22	7	smart	smart	ADJ
eltls-55942	22	8	roamlingo	roamlingo	NOUN
eltls-55942	22	9	application	application	NOUN
eltls-55942	22	10	,	,	PUNCT
eltls-55942	22	11	which	which	PRON
eltls-55942	22	12	combines	combine	VERB
eltls-55942	22	13	ai	ai	AUX
eltls-55942	22	14	-	-	PUNCT
eltls-55942	22	15	generated	generate	VERB
eltls-55942	22	16	example	example	NOUN
eltls-55942	22	17	sentences	sentence	NOUN
eltls-55942	22	18	and	and	CCONJ
eltls-55942	22	19	feedback	feedback	NOUN
eltls-55942	22	20	based	base	VERB
eltls-55942	22	21	on	on	ADP
eltls-55942	22	22	personal	personal	ADJ
eltls-55942	22	23	writing	writing	NOUN
eltls-55942	22	24	to	to	PART
eltls-55942	22	25	improve	improve	VERB
eltls-55942	22	26	writing	writing	NOUN
eltls-55942	22	27	skills	skill	NOUN
eltls-55942	22	28	.	.	PUNCT
eltls-55942	23	1	the	the	DET
eltls-55942	23	2	experimental	experimental	ADJ
eltls-55942	23	3	results	result	NOUN
eltls-55942	23	4	showed	show	VERB
eltls-55942	23	5	that	that	SCONJ
eltls-55942	23	6	the	the	DET
eltls-55942	23	7	experimental	experimental	ADJ
eltls-55942	23	8	group	group	NOUN
eltls-55942	23	9	using	use	VERB
eltls-55942	23	10	the	the	DET
eltls-55942	23	11	app	app	NOUN
eltls-55942	23	12	performed	perform	VERB
eltls-55942	23	13	significantly	significantly	ADV
eltls-55942	23	14	better	well	ADV
eltls-55942	23	15	than	than	ADP
eltls-55942	23	16	the	the	DET
eltls-55942	23	17	control	control	NOUN
eltls-55942	23	18	group	group	NOUN
eltls-55942	23	19	in	in	ADP
eltls-55942	23	20	the	the	DET
eltls-55942	23	21	post	post	NOUN
eltls-55942	23	22	-	-	NOUN
eltls-55942	23	23	test	test	NOUN
eltls-55942	23	24	(	(	PUNCT
eltls-55942	23	25	hwang	hwang	PROPN
eltls-55942	23	26	,	,	PUNCT
eltls-55942	23	27	nurtantyana	nurtantyana	PROPN
eltls-55942	23	28	,	,	PUNCT
eltls-55942	23	29	purba	purba	PROPN
eltls-55942	23	30	et	et	PROPN
eltls-55942	23	31	al	al	PROPN
eltls-55942	23	32	.	.	PROPN
eltls-55942	23	33	,	,	PUNCT
eltls-55942	23	34	2023	2023	NUM
eltls-55942	23	35	)	)	PUNCT
eltls-55942	23	36	.	.	PUNCT
eltls-55942	24	1	charles	charles	PROPN
eltls-55942	24	2	develops	develop	VERB
eltls-55942	24	3	and	and	CCONJ
eltls-55942	24	4	evaluates	evaluate	VERB
eltls-55942	24	5	a	a	DET
eltls-55942	24	6	personalized	personalized	ADJ
eltls-55942	24	7	mobile	mobile	ADJ
eltls-55942	24	8	education	education	NOUN
eltls-55942	24	9	system	system	NOUN
eltls-55942	24	10	based	base	VERB
eltls-55942	24	11	on	on	ADP
eltls-55942	24	12	ai	ai	NOUN
eltls-55942	24	13	and	and	CCONJ
eltls-55942	24	14	user	user	NOUN
eltls-55942	24	15	-	-	PUNCT
eltls-55942	24	16	centered	center	VERB
eltls-55942	24	17	design	design	NOUN
eltls-55942	24	18	principles	principle	NOUN
eltls-55942	24	19	.	.	PUNCT
eltls-55942	25	1	the	the	DET
eltls-55942	25	2	system	system	NOUN
eltls-55942	25	3	will	will	AUX
eltls-55942	25	4	provide	provide	VERB
eltls-55942	25	5	customized	customized	ADJ
eltls-55942	25	6	learning	learn	VERB
eltls-55942	25	7	www.scholink.org/ojs/index.php/eltls	www.scholink.org/ojs/index.php/eltls	ADJ
eltls-55942	25	8	english	english	ADJ
eltls-55942	25	9	language	language	NOUN
eltls-55942	25	10	teaching	teaching	NOUN
eltls-55942	25	11	and	and	CCONJ
eltls-55942	25	12	linguistics	linguistic	NOUN
eltls-55942	25	13	studies	study	NOUN
eltls-55942	25	14	vol	vol	NOUN
eltls-55942	25	15	.	.	PUNCT
eltls-55942	26	1	7	7	NUM
eltls-55942	26	2	,	,	PUNCT
eltls-55942	26	3	no	no	INTJ
eltls-55942	26	4	.	.	NOUN
eltls-55942	26	5	2	2	NUM
eltls-55942	26	6	,	,	PUNCT
eltls-55942	26	7	2025	2025	NUM
eltls-55942	26	8	published	publish	VERB
eltls-55942	26	9	by	by	ADP
eltls-55942	26	10	scholink	scholink	PROPN
eltls-55942	26	11	inc	inc	PROPN
eltls-55942	26	12	.	.	PROPN
eltls-55942	26	13	53	53	NUM
eltls-55942	26	14	content	content	NOUN
eltls-55942	26	15	and	and	CCONJ
eltls-55942	26	16	recommendations	recommendation	NOUN
eltls-55942	26	17	based	base	VERB
eltls-55942	26	18	on	on	ADP
eltls-55942	26	19	individual	individual	ADJ
eltls-55942	26	20	preferences	preference	NOUN
eltls-55942	26	21	(	(	PUNCT
eltls-55942	26	22	charles	charle	NOUN
eltls-55942	26	23	,	,	PUNCT
eltls-55942	26	24	2023	2023	NUM
eltls-55942	26	25	)	)	PUNCT
eltls-55942	26	26	.	.	PUNCT
eltls-55942	27	1	bhaskaran	bhaskaran	NOUN
eltls-55942	27	2	and	and	CCONJ
eltls-55942	27	3	marappan	marappan	NOUN
eltls-55942	27	4	proposed	propose	VERB
eltls-55942	27	5	an	an	DET
eltls-55942	27	6	enhanced	enhanced	ADJ
eltls-55942	27	7	vector	vector	NOUN
eltls-55942	27	8	space	space	NOUN
eltls-55942	27	9	recommender	recommender	NOUN
eltls-55942	27	10	system	system	NOUN
eltls-55942	27	11	to	to	PART
eltls-55942	27	12	optimize	optimize	VERB
eltls-55942	27	13	personalized	personalized	ADJ
eltls-55942	27	14	e	e	NOUN
eltls-55942	27	15	-	-	ADJ
eltls-55942	27	16	learning	learning	ADJ
eltls-55942	27	17	experience	experience	NOUN
eltls-55942	27	18	.	.	PUNCT
eltls-55942	28	1	the	the	DET
eltls-55942	28	2	system	system	NOUN
eltls-55942	28	3	automatically	automatically	ADV
eltls-55942	28	4	recommends	recommend	VERB
eltls-55942	28	5	learning	learn	VERB
eltls-55942	28	6	resources	resource	NOUN
eltls-55942	28	7	based	base	VERB
eltls-55942	28	8	on	on	ADP
eltls-55942	28	9	learners	learner	NOUN
eltls-55942	28	10	'	'	PART
eltls-55942	28	11	interests	interest	NOUN
eltls-55942	28	12	,	,	PUNCT
eltls-55942	28	13	needs	need	NOUN
eltls-55942	28	14	,	,	PUNCT
eltls-55942	28	15	and	and	CCONJ
eltls-55942	28	16	knowledge	knowledge	NOUN
eltls-55942	28	17	levels	level	NOUN
eltls-55942	28	18	through	through	ADP
eltls-55942	28	19	an	an	DET
eltls-55942	28	20	improved	improved	ADJ
eltls-55942	28	21	content	content	NOUN
eltls-55942	28	22	filtering	filtering	NOUN
eltls-55942	28	23	method	method	NOUN
eltls-55942	28	24	(	(	PUNCT
eltls-55942	28	25	bhaskaran	bhaskaran	NOUN
eltls-55942	28	26	&	&	CCONJ
eltls-55942	28	27	marappan	marappan	NOUN
eltls-55942	28	28	,	,	PUNCT
eltls-55942	28	29	2023	2023	NUM
eltls-55942	28	30	)	)	PUNCT
eltls-55942	28	31	.	.	PUNCT
eltls-55942	29	1	chiu	chiu	PROPN
eltls-55942	29	2	guided	guide	VERB
eltls-55942	29	3	the	the	DET
eltls-55942	29	4	design	design	NOUN
eltls-55942	29	5	of	of	ADP
eltls-55942	29	6	a	a	DET
eltls-55942	29	7	context	context	NOUN
eltls-55942	29	8	-	-	PUNCT
eltls-55942	29	9	aware	aware	ADJ
eltls-55942	29	10	ubiquitous	ubiquitous	ADJ
eltls-55942	29	11	language	language	NOUN
eltls-55942	29	12	learning	learn	VERB
eltls-55942	29	13	system	system	NOUN
eltls-55942	29	14	and	and	CCONJ
eltls-55942	29	15	a	a	DET
eltls-55942	29	16	fitness	fitness	NOUN
eltls-55942	29	17	english	english	PROPN
eltls-55942	29	18	curriculum	curriculum	NOUN
eltls-55942	29	19	through	through	ADP
eltls-55942	29	20	needs	need	VERB
eltls-55942	29	21	analysis	analysis	NOUN
eltls-55942	29	22	.	.	PUNCT
eltls-55942	30	1	they	they	PRON
eltls-55942	30	2	found	find	VERB
eltls-55942	30	3	that	that	SCONJ
eltls-55942	30	4	learners	learner	NOUN
eltls-55942	30	5	need	need	VERB
eltls-55942	30	6	to	to	PART
eltls-55942	30	7	master	master	VERB
eltls-55942	30	8	fitness	fitness	NOUN
eltls-55942	30	9	-	-	PUNCT
eltls-55942	30	10	related	relate	VERB
eltls-55942	30	11	terminology	terminology	NOUN
eltls-55942	30	12	and	and	CCONJ
eltls-55942	30	13	oral	oral	ADJ
eltls-55942	30	14	communication	communication	NOUN
eltls-55942	30	15	skills	skill	NOUN
eltls-55942	30	16	,	,	PUNCT
eltls-55942	30	17	and	and	CCONJ
eltls-55942	30	18	suggested	suggest	VERB
eltls-55942	30	19	that	that	SCONJ
eltls-55942	30	20	the	the	DET
eltls-55942	30	21	caull	caull	NOUN
eltls-55942	30	22	system	system	NOUN
eltls-55942	30	23	should	should	AUX
eltls-55942	30	24	adopt	adopt	VERB
eltls-55942	30	25	hypermedia	hypermedia	NOUN
eltls-55942	30	26	technology	technology	NOUN
eltls-55942	30	27	,	,	PUNCT
eltls-55942	30	28	have	have	VERB
eltls-55942	30	29	a	a	DET
eltls-55942	30	30	user	user	NOUN
eltls-55942	30	31	-	-	PUNCT
eltls-55942	30	32	friendly	friendly	ADJ
eltls-55942	30	33	interface	interface	NOUN
eltls-55942	30	34	and	and	CCONJ
eltls-55942	30	35	learning	learn	VERB
eltls-55942	30	36	archive	archive	NOUN
eltls-55942	30	37	functions	function	NOUN
eltls-55942	30	38	(	(	PUNCT
eltls-55942	30	39	chiu	chiu	PROPN
eltls-55942	30	40	,	,	PUNCT
eltls-55942	30	41	liu	liu	PROPN
eltls-55942	30	42	,	,	PUNCT
eltls-55942	30	43	barrett	barrett	PROPN
eltls-55942	30	44	et	et	PROPN
eltls-55942	30	45	al	al	PROPN
eltls-55942	30	46	.	.	PROPN
eltls-55942	30	47	,	,	PUNCT
eltls-55942	30	48	2023	2023	NUM
eltls-55942	30	49	)	)	PUNCT
eltls-55942	30	50	.	.	PUNCT
eltls-55942	31	1	bashori	bashori	INTJ
eltls-55942	31	2	et	et	PROPN
eltls-55942	31	3	al	al	PROPN
eltls-55942	31	4	.	.	PROPN
eltls-55942	31	5	explored	explore	VERB
eltls-55942	31	6	the	the	DET
eltls-55942	31	7	impact	impact	NOUN
eltls-55942	31	8	of	of	ADP
eltls-55942	31	9	language	language	NOUN
eltls-55942	31	10	learning	learning	NOUN
eltls-55942	31	11	systems	system	NOUN
eltls-55942	31	12	based	base	VERB
eltls-55942	31	13	on	on	ADP
eltls-55942	31	14	automatic	automatic	ADJ
eltls-55942	31	15	speech	speech	NOUN
eltls-55942	31	16	recognition	recognition	NOUN
eltls-55942	31	17	technology	technology	NOUN
eltls-55942	31	18	on	on	ADP
eltls-55942	31	19	foreign	foreign	ADJ
eltls-55942	31	20	language	language	NOUN
eltls-55942	31	21	pronunciation	pronunciation	NOUN
eltls-55942	31	22	.	.	PUNCT
eltls-55942	32	1	the	the	DET
eltls-55942	32	2	data	datum	NOUN
eltls-55942	32	3	show	show	VERB
eltls-55942	32	4	that	that	SCONJ
eltls-55942	32	5	both	both	CCONJ
eltls-55942	32	6	the	the	DET
eltls-55942	32	7	“	"	PUNCT
eltls-55942	32	8	i	i	PRON
eltls-55942	32	9	love	love	VERB
eltls-55942	32	10	indonesia	indonesia	PROPN
eltls-55942	32	11	(	(	PUNCT
eltls-55942	32	12	ili	ili	PROPN
eltls-55942	32	13	)	)	PUNCT
eltls-55942	32	14	”	"	PUNCT
eltls-55942	32	15	and	and	CCONJ
eltls-55942	32	16	“	"	PUNCT
eltls-55942	32	17	novolearning	novolearning	NOUN
eltls-55942	32	18	(	(	PUNCT
eltls-55942	32	19	novo	novo	NOUN
eltls-55942	32	20	)	)	PUNCT
eltls-55942	32	21	”	"	PUNCT
eltls-55942	32	22	systems	system	NOUN
eltls-55942	32	23	can	can	AUX
eltls-55942	32	24	significantly	significantly	ADV
eltls-55942	32	25	improve	improve	VERB
eltls-55942	32	26	learners	learner	NOUN
eltls-55942	32	27	’	'	PUNCT
eltls-55942	32	28	pronunciation	pronunciation	NOUN
eltls-55942	32	29	,	,	PUNCT
eltls-55942	32	30	with	with	ADP
eltls-55942	32	31	novo	novo	NOUN
eltls-55942	32	32	performing	perform	VERB
eltls-55942	32	33	better	well	ADJ
eltls-55942	32	34	(	(	PUNCT
eltls-55942	32	35	bashori	bashori	INTJ
eltls-55942	32	36	,	,	PUNCT
eltls-55942	32	37	van	van	PROPN
eltls-55942	32	38	hout	hout	PROPN
eltls-55942	32	39	,	,	PUNCT
eltls-55942	32	40	strik	strik	PROPN
eltls-55942	32	41	et	et	PROPN
eltls-55942	32	42	al	al	PROPN
eltls-55942	32	43	.	.	PROPN
eltls-55942	32	44	,	,	PUNCT
eltls-55942	32	45	2024	2024	NUM
eltls-55942	32	46	)	)	PUNCT
eltls-55942	32	47	.	.	PUNCT
eltls-55942	33	1	chiriboga	chiriboga	NOUN
eltls-55942	33	2	et	et	PROPN
eltls-55942	33	3	al	al	PROPN
eltls-55942	33	4	.	.	PROPN
eltls-55942	33	5	explored	explore	VERB
eltls-55942	33	6	the	the	DET
eltls-55942	33	7	role	role	NOUN
eltls-55942	33	8	of	of	ADP
eltls-55942	33	9	artificial	artificial	ADJ
eltls-55942	33	10	intelligence	intelligence	NOUN
eltls-55942	33	11	in	in	ADP
eltls-55942	33	12	foreign	foreign	ADJ
eltls-55942	33	13	language	language	NOUN
eltls-55942	33	14	teaching	teaching	NOUN
eltls-55942	33	15	.	.	PUNCT
eltls-55942	34	1	ai	ai	VERB
eltls-55942	34	2	tools	tool	NOUN
eltls-55942	34	3	can	can	AUX
eltls-55942	34	4	improve	improve	VERB
eltls-55942	34	5	vocabulary	vocabulary	ADJ
eltls-55942	34	6	retention	retention	NOUN
eltls-55942	34	7	,	,	PUNCT
eltls-55942	34	8	oral	oral	ADJ
eltls-55942	34	9	fluency	fluency	NOUN
eltls-55942	34	10	,	,	PUNCT
eltls-55942	34	11	and	and	CCONJ
eltls-55942	34	12	enhance	enhance	VERB
eltls-55942	34	13	learning	learn	VERB
eltls-55942	34	14	motivation	motivation	NOUN
eltls-55942	34	15	and	and	CCONJ
eltls-55942	34	16	autonomy	autonomy	NOUN
eltls-55942	34	17	(	(	PUNCT
eltls-55942	34	18	chiriboga	chiriboga	PROPN
eltls-55942	34	19	,	,	PUNCT
eltls-55942	34	20	burgos	burgos	PROPN
eltls-55942	34	21	,	,	PUNCT
eltls-55942	34	22	avila	avila	PROPN
eltls-55942	34	23	et	et	PROPN
eltls-55942	34	24	al	al	PROPN
eltls-55942	34	25	.	.	PROPN
eltls-55942	34	26	,	,	PUNCT
eltls-55942	34	27	2025	2025	NUM
eltls-55942	34	28	)	)	PUNCT
eltls-55942	34	29	.	.	PUNCT
eltls-55942	35	1	lee	lee	PROPN
eltls-55942	35	2	et	et	PROPN
eltls-55942	35	3	al	al	PROPN
eltls-55942	35	4	.	.	PROPN
eltls-55942	35	5	explored	explore	VERB
eltls-55942	35	6	the	the	DET
eltls-55942	35	7	autonomous	autonomous	ADJ
eltls-55942	35	8	learning	learning	NOUN
eltls-55942	35	9	method	method	NOUN
eltls-55942	35	10	based	base	VERB
eltls-55942	35	11	on	on	ADP
eltls-55942	35	12	the	the	DET
eltls-55942	35	13	learner	learner	NOUN
eltls-55942	35	14	generated	generate	VERB
eltls-55942	35	15	context	context	NOUN
eltls-55942	35	16	(	(	PUNCT
eltls-55942	35	17	lgc	lgc	ADJ
eltls-55942	35	18	)	)	PUNCT
eltls-55942	35	19	framework	framework	NOUN
eltls-55942	35	20	and	and	CCONJ
eltls-55942	35	21	developed	develop	VERB
eltls-55942	35	22	and	and	CCONJ
eltls-55942	35	23	tested	test	VERB
eltls-55942	35	24	an	an	DET
eltls-55942	35	25	ai	ai	VERB
eltls-55942	35	26	-	-	PUNCT
eltls-55942	35	27	assisted	assist	VERB
eltls-55942	35	28	system	system	NOUN
eltls-55942	35	29	to	to	PART
eltls-55942	35	30	improve	improve	VERB
eltls-55942	35	31	the	the	DET
eltls-55942	35	32	english	english	ADJ
eltls-55942	35	33	learning	learning	NOUN
eltls-55942	35	34	experience	experience	NOUN
eltls-55942	35	35	of	of	ADP
eltls-55942	35	36	korean	korean	ADJ
eltls-55942	35	37	students	student	NOUN
eltls-55942	35	38	(	(	PUNCT
eltls-55942	35	39	lee	lee	PROPN
eltls-55942	35	40	,	,	PUNCT
eltls-55942	35	41	kim	kim	PROPN
eltls-55942	35	42	,	,	PUNCT
eltls-55942	35	43	&	&	CCONJ
eltls-55942	35	44	sung	sung	PROPN
eltls-55942	35	45	,	,	PUNCT
eltls-55942	35	46	2023	2023	NUM
eltls-55942	35	47	)	)	PUNCT
eltls-55942	35	48	.	.	PUNCT
eltls-55942	36	1	aslanyan	aslanyan	PROPN
eltls-55942	36	2	rad	rad	PROPN
eltls-55942	36	3	explored	explore	VERB
eltls-55942	36	4	the	the	DET
eltls-55942	36	5	application	application	NOUN
eltls-55942	36	6	of	of	ADP
eltls-55942	36	7	personalized	personalized	ADJ
eltls-55942	36	8	webquest	webqu	ADJ
eltls-55942	36	9	learning	learning	NOUN
eltls-55942	36	10	among	among	ADP
eltls-55942	36	11	efl	efl	PROPN
eltls-55942	36	12	students	student	NOUN
eltls-55942	36	13	in	in	ADP
eltls-55942	36	14	higher	high	ADJ
eltls-55942	36	15	education	education	NOUN
eltls-55942	36	16	and	and	CCONJ
eltls-55942	36	17	used	use	VERB
eltls-55942	36	18	literature	literature	NOUN
eltls-55942	36	19	data	datum	NOUN
eltls-55942	36	20	mining	mining	NOUN
eltls-55942	36	21	methods	method	NOUN
eltls-55942	36	22	for	for	ADP
eltls-55942	36	23	analysis	analysis	NOUN
eltls-55942	36	24	and	and	CCONJ
eltls-55942	36	25	description	description	NOUN
eltls-55942	36	26	.	.	PUNCT
eltls-55942	37	1	he	he	PRON
eltls-55942	37	2	found	find	VERB
eltls-55942	37	3	that	that	SCONJ
eltls-55942	37	4	there	there	PRON
eltls-55942	37	5	is	be	VERB
eltls-55942	37	6	still	still	ADV
eltls-55942	37	7	little	little	ADJ
eltls-55942	37	8	research	research	NOUN
eltls-55942	37	9	on	on	ADP
eltls-55942	37	10	personalized	personalized	ADJ
eltls-55942	37	11	learning	learning	NOUN
eltls-55942	37	12	methods	method	NOUN
eltls-55942	37	13	(	(	PUNCT
eltls-55942	37	14	aslanyan	aslanyan	ADJ
eltls-55942	37	15	,	,	PUNCT
eltls-55942	37	16	2024	2024	NUM
eltls-55942	37	17	)	)	PUNCT
eltls-55942	37	18	.	.	PUNCT
eltls-55942	38	1	li	li	PROPN
eltls-55942	38	2	et	et	PROPN
eltls-55942	38	3	al	al	PROPN
eltls-55942	38	4	.	.	PROPN
eltls-55942	38	5	explored	explore	VERB
eltls-55942	38	6	the	the	DET
eltls-55942	38	7	impact	impact	NOUN
eltls-55942	38	8	of	of	ADP
eltls-55942	38	9	self	self	NOUN
eltls-55942	38	10	-	-	PUNCT
eltls-55942	38	11	directed	direct	VERB
eltls-55942	38	12	learning	learning	NOUN
eltls-55942	38	13	(	(	PUNCT
eltls-55942	38	14	sdl	sdl	NOUN
eltls-55942	38	15	)	)	PUNCT
eltls-55942	38	16	ability	ability	NOUN
eltls-55942	38	17	on	on	ADP
eltls-55942	38	18	learning	learn	VERB
eltls-55942	38	19	behavior	behavior	NOUN
eltls-55942	38	20	and	and	CCONJ
eltls-55942	38	21	reading	read	VERB
eltls-55942	38	22	outcomes	outcome	NOUN
eltls-55942	38	23	,	,	PUNCT
eltls-55942	38	24	especially	especially	ADV
eltls-55942	38	25	in	in	ADP
eltls-55942	38	26	the	the	DET
eltls-55942	38	27	school	school	NOUN
eltls-55942	38	28	environment	environment	NOUN
eltls-55942	38	29	.	.	PUNCT
eltls-55942	39	1	the	the	DET
eltls-55942	39	2	results	result	NOUN
eltls-55942	39	3	showed	show	VERB
eltls-55942	39	4	that	that	SCONJ
eltls-55942	39	5	students	student	NOUN
eltls-55942	39	6	with	with	ADP
eltls-55942	39	7	high	high	ADJ
eltls-55942	39	8	sdl	sdl	NOUN
eltls-55942	39	9	ability	ability	NOUN
eltls-55942	39	10	read	read	VERB
eltls-55942	39	11	more	more	ADJ
eltls-55942	39	12	books	book	NOUN
eltls-55942	39	13	and	and	CCONJ
eltls-55942	39	14	read	read	VERB
eltls-55942	39	15	on	on	ADP
eltls-55942	39	16	more	more	ADJ
eltls-55942	39	17	days	day	NOUN
eltls-55942	39	18	than	than	ADP
eltls-55942	39	19	students	student	NOUN
eltls-55942	39	20	with	with	ADP
eltls-55942	39	21	low	low	ADJ
eltls-55942	39	22	sdl	sdl	NOUN
eltls-55942	39	23	ability	ability	NOUN
eltls-55942	39	24	(	(	PUNCT
eltls-55942	39	25	li	li	PROPN
eltls-55942	39	26	,	,	PUNCT
eltls-55942	39	27	majumdar	majumdar	PROPN
eltls-55942	39	28	,	,	PUNCT
eltls-55942	39	29	chen	chen	PROPN
eltls-55942	39	30	et	et	PROPN
eltls-55942	39	31	al	al	PROPN
eltls-55942	39	32	.	.	PROPN
eltls-55942	39	33	,	,	PUNCT
eltls-55942	39	34	2023	2023	NUM
eltls-55942	39	35	)	)	PUNCT
eltls-55942	39	36	.	.	PUNCT
eltls-55942	40	1	zubanova	zubanova	PROPN
eltls-55942	40	2	et	et	PROPN
eltls-55942	40	3	al	al	PROPN
eltls-55942	40	4	.	.	PROPN
eltls-55942	40	5	aimed	aim	VERB
eltls-55942	40	6	to	to	PART
eltls-55942	40	7	explore	explore	VERB
eltls-55942	40	8	the	the	DET
eltls-55942	40	9	relationship	relationship	NOUN
eltls-55942	40	10	between	between	ADP
eltls-55942	40	11	the	the	DET
eltls-55942	40	12	mcl	mcl	PROPN
eltls-55942	40	13	(	(	PUNCT
eltls-55942	40	14	mobile	mobile	ADJ
eltls-55942	40	15	contextual	contextual	ADJ
eltls-55942	40	16	learning	learning	NOUN
eltls-55942	40	17	)	)	PUNCT
eltls-55942	40	18	system	system	NOUN
eltls-55942	40	19	based	base	VERB
eltls-55942	40	20	on	on	ADP
eltls-55942	40	21	gps	gps	PROPN
eltls-55942	40	22	(	(	PUNCT
eltls-55942	40	23	global	global	ADJ
eltls-55942	40	24	positioning	positioning	NOUN
eltls-55942	40	25	system	system	NOUN
eltls-55942	40	26	)	)	PUNCT
eltls-55942	40	27	and	and	CCONJ
eltls-55942	40	28	english	english	PROPN
eltls-55942	40	29	learning	learning	NOUN
eltls-55942	40	30	achievement	achievement	NOUN
eltls-55942	40	31	.	.	PUNCT
eltls-55942	41	1	the	the	DET
eltls-55942	41	2	results	result	NOUN
eltls-55942	41	3	show	show	VERB
eltls-55942	41	4	that	that	SCONJ
eltls-55942	41	5	students	student	NOUN
eltls-55942	41	6	’	’	PART
eltls-55942	41	7	self	self	NOUN
eltls-55942	41	8	-	-	PUNCT
eltls-55942	41	9	regulation	regulation	NOUN
eltls-55942	41	10	and	and	CCONJ
eltls-55942	41	11	self	self	NOUN
eltls-55942	41	12	-	-	PUNCT
eltls-55942	41	13	efficacy	efficacy	NOUN
eltls-55942	41	14	significantly	significantly	ADV
eltls-55942	41	15	affect	affect	VERB
eltls-55942	41	16	learning	learn	VERB
eltls-55942	41	17	outcomes	outcome	NOUN
eltls-55942	41	18	and	and	CCONJ
eltls-55942	41	19	can	can	AUX
eltls-55942	41	20	predict	predict	VERB
eltls-55942	41	21	future	future	ADJ
eltls-55942	41	22	academic	academic	ADJ
eltls-55942	41	23	performance	performance	NOUN
eltls-55942	41	24	(	(	PUNCT
eltls-55942	41	25	zubanova	zubanova	PROPN
eltls-55942	41	26	,	,	PUNCT
eltls-55942	41	27	didenko	didenko	NOUN
eltls-55942	41	28	,	,	PUNCT
eltls-55942	41	29	&	&	CCONJ
eltls-55942	41	30	karabulatova	karabulatova	PROPN
eltls-55942	41	31	,	,	PUNCT
eltls-55942	41	32	2023	2023	NUM
eltls-55942	41	33	)	)	PUNCT
eltls-55942	41	34	.	.	PUNCT
eltls-55942	42	1	existing	exist	VERB
eltls-55942	42	2	research	research	NOUN
eltls-55942	42	3	still	still	ADV
eltls-55942	42	4	faces	face	VERB
eltls-55942	42	5	bottleneck	bottleneck	NOUN
eltls-55942	42	6	issues	issue	NOUN
eltls-55942	42	7	such	such	ADJ
eltls-55942	42	8	as	as	ADP
eltls-55942	42	9	data	data	NOUN
eltls-55942	42	10	privacy	privacy	NOUN
eltls-55942	42	11	protection	protection	NOUN
eltls-55942	42	12	,	,	PUNCT
eltls-55942	42	13	accuracy	accuracy	NOUN
eltls-55942	42	14	of	of	ADP
eltls-55942	42	15	personalized	personalized	ADJ
eltls-55942	42	16	recommendations	recommendation	NOUN
eltls-55942	42	17	,	,	PUNCT
eltls-55942	42	18	and	and	CCONJ
eltls-55942	42	19	system	system	NOUN
eltls-55942	42	20	compatibility	compatibility	NOUN
eltls-55942	42	21	in	in	ADP
eltls-55942	42	22	the	the	DET
eltls-55942	42	23	practical	practical	ADJ
eltls-55942	42	24	application	application	NOUN
eltls-55942	42	25	of	of	ADP
eltls-55942	42	26	personalized	personalized	ADJ
eltls-55942	42	27	learning	learning	NOUN
eltls-55942	42	28	systems	system	NOUN
eltls-55942	42	29	.	.	PUNCT
eltls-55942	43	1	3	3	X
eltls-55942	43	2	.	.	X
eltls-55942	43	3	methods	method	NOUN
eltls-55942	43	4	3.1	3.1	NUM
eltls-55942	43	5	application	application	NOUN
eltls-55942	43	6	of	of	ADP
eltls-55942	43	7	large	large	ADJ
eltls-55942	43	8	models	model	NOUN
eltls-55942	43	9	in	in	ADP
eltls-55942	43	10	personalized	personalized	ADJ
eltls-55942	43	11	learning	learn	VERB
eltls-55942	43	12	path	path	NOUN
eltls-55942	43	13	recommendation	recommendation	NOUN
eltls-55942	43	14	in	in	ADP
eltls-55942	43	15	personalized	personalized	ADJ
eltls-55942	43	16	learning	learning	NOUN
eltls-55942	43	17	,	,	PUNCT
eltls-55942	43	18	the	the	DET
eltls-55942	43	19	application	application	NOUN
eltls-55942	43	20	of	of	ADP
eltls-55942	43	21	big	big	ADJ
eltls-55942	43	22	models	model	NOUN
eltls-55942	43	23	can	can	AUX
eltls-55942	43	24	effectively	effectively	ADV
eltls-55942	43	25	improve	improve	VERB
eltls-55942	43	26	the	the	DET
eltls-55942	43	27	accuracy	accuracy	NOUN
eltls-55942	43	28	and	and	CCONJ
eltls-55942	43	29	personalization	personalization	NOUN
eltls-55942	43	30	of	of	ADP
eltls-55942	43	31	learning	learn	VERB
eltls-55942	43	32	path	path	NOUN
eltls-55942	43	33	recommendations	recommendation	NOUN
eltls-55942	43	34	.	.	PUNCT
eltls-55942	44	1	big	big	ADJ
eltls-55942	44	2	models	model	NOUN
eltls-55942	44	3	use	use	VERB
eltls-55942	44	4	deep	deep	ADJ
eltls-55942	44	5	learning	learning	NOUN
eltls-55942	44	6	and	and	CCONJ
eltls-55942	44	7	data	datum	NOUN
eltls-55942	44	8	analysis	analysis	NOUN
eltls-55942	44	9	techniques	technique	NOUN
eltls-55942	44	10	to	to	PART
eltls-55942	44	11	extract	extract	VERB
eltls-55942	44	12	effective	effective	ADJ
eltls-55942	44	13	information	information	NOUN
eltls-55942	44	14	from	from	ADP
eltls-55942	44	15	students	student	NOUN
eltls-55942	44	16	'	'	PART
eltls-55942	44	17	learning	learn	VERB
eltls-55942	44	18	data	datum	NOUN
eltls-55942	44	19	and	and	CCONJ
eltls-55942	44	20	tailor	tailor	NOUN
eltls-55942	44	21	learning	learning	NOUN
eltls-55942	44	22	plans	plan	NOUN
eltls-55942	44	23	for	for	ADP
eltls-55942	44	24	students	student	NOUN
eltls-55942	44	25	.	.	PUNCT
eltls-55942	45	1	by	by	ADP
eltls-55942	45	2	analyzing	analyze	VERB
eltls-55942	45	3	students	student	NOUN
eltls-55942	45	4	'	'	PART
eltls-55942	45	5	learning	learning	NOUN
eltls-55942	45	6	behaviors	behavior	NOUN
eltls-55942	45	7	,	,	PUNCT
eltls-55942	45	8	the	the	DET
eltls-55942	45	9	system	system	NOUN
eltls-55942	45	10	can	can	AUX
eltls-55942	45	11	identify	identify	VERB
eltls-55942	45	12	students	student	NOUN
eltls-55942	45	13	'	'	PART
eltls-55942	45	14	learning	learning	NOUN
eltls-55942	45	15	strengths	strength	NOUN
eltls-55942	45	16	www.scholink.org/ojs/index.php/eltls	www.scholink.org/ojs/index.php/eltls	PRON
eltls-55942	45	17	english	english	ADJ
eltls-55942	45	18	language	language	NOUN
eltls-55942	45	19	teaching	teaching	NOUN
eltls-55942	45	20	and	and	CCONJ
eltls-55942	45	21	linguistics	linguistic	NOUN
eltls-55942	45	22	studies	study	NOUN
eltls-55942	45	23	vol	vol	NOUN
eltls-55942	45	24	.	.	PUNCT
eltls-55942	46	1	7	7	NUM
eltls-55942	46	2	,	,	PUNCT
eltls-55942	46	3	no	no	INTJ
eltls-55942	46	4	.	.	NOUN
eltls-55942	46	5	2	2	NUM
eltls-55942	46	6	,	,	PUNCT
eltls-55942	46	7	2025	2025	NUM
eltls-55942	46	8	published	publish	VERB
eltls-55942	46	9	by	by	ADP
eltls-55942	46	10	scholink	scholink	PROPN
eltls-55942	46	11	inc	inc	PROPN
eltls-55942	46	12	.	.	PROPN
eltls-55942	46	13	54	54	NUM
eltls-55942	46	14	and	and	CCONJ
eltls-55942	46	15	weaknesses	weakness	NOUN
eltls-55942	46	16	,	,	PUNCT
eltls-55942	46	17	predict	predict	VERB
eltls-55942	46	18	their	their	PRON
eltls-55942	46	19	future	future	ADJ
eltls-55942	46	20	learning	learning	NOUN
eltls-55942	46	21	needs	need	NOUN
eltls-55942	46	22	,	,	PUNCT
eltls-55942	46	23	and	and	CCONJ
eltls-55942	46	24	make	make	VERB
eltls-55942	46	25	real	real	ADJ
eltls-55942	46	26	-	-	PUNCT
eltls-55942	46	27	time	time	NOUN
eltls-55942	46	28	adjustments	adjustment	NOUN
eltls-55942	46	29	based	base	VERB
eltls-55942	46	30	on	on	ADP
eltls-55942	46	31	this	this	DET
eltls-55942	46	32	information	information	NOUN
eltls-55942	46	33	.	.	PUNCT
eltls-55942	47	1	in	in	ADP
eltls-55942	47	2	english	english	PROPN
eltls-55942	47	3	vocabulary	vocabulary	PROPN
eltls-55942	47	4	learning	learning	PROPN
eltls-55942	47	5	,	,	PUNCT
eltls-55942	47	6	the	the	DET
eltls-55942	47	7	big	big	ADJ
eltls-55942	47	8	model	model	NOUN
eltls-55942	47	9	can	can	AUX
eltls-55942	47	10	push	push	VERB
eltls-55942	47	11	review	review	NOUN
eltls-55942	47	12	content	content	NOUN
eltls-55942	47	13	according	accord	VERB
eltls-55942	47	14	to	to	ADP
eltls-55942	47	15	the	the	DET
eltls-55942	47	16	student	student	NOUN
eltls-55942	47	17	's	's	PART
eltls-55942	47	18	memory	memory	NOUN
eltls-55942	47	19	curve	curve	NOUN
eltls-55942	47	20	to	to	PART
eltls-55942	47	21	avoid	avoid	VERB
eltls-55942	47	22	learning	learn	VERB
eltls-55942	47	23	obstacles	obstacle	NOUN
eltls-55942	47	24	caused	cause	VERB
eltls-55942	47	25	by	by	ADP
eltls-55942	47	26	forgetting	forget	VERB
eltls-55942	47	27	.	.	PUNCT
eltls-55942	48	1	the	the	DET
eltls-55942	48	2	system	system	NOUN
eltls-55942	48	3	continuously	continuously	ADV
eltls-55942	48	4	tracks	track	VERB
eltls-55942	48	5	the	the	DET
eltls-55942	48	6	student	student	NOUN
eltls-55942	48	7	's	's	PART
eltls-55942	48	8	learning	learning	NOUN
eltls-55942	48	9	progress	progress	NOUN
eltls-55942	48	10	,	,	PUNCT
eltls-55942	48	11	identifies	identify	VERB
eltls-55942	48	12	the	the	DET
eltls-55942	48	13	student	student	NOUN
eltls-55942	48	14	's	's	PART
eltls-55942	48	15	mastery	mastery	NOUN
eltls-55942	48	16	of	of	ADP
eltls-55942	48	17	certain	certain	ADJ
eltls-55942	48	18	vocabulary	vocabulary	NOUN
eltls-55942	48	19	,	,	PUNCT
eltls-55942	48	20	and	and	CCONJ
eltls-55942	48	21	pushes	push	VERB
eltls-55942	48	22	personalized	personalize	VERB
eltls-55942	48	23	review	review	NOUN
eltls-55942	48	24	tasks	task	NOUN
eltls-55942	48	25	to	to	PART
eltls-55942	48	26	ensure	ensure	VERB
eltls-55942	48	27	that	that	SCONJ
eltls-55942	48	28	students	student	NOUN
eltls-55942	48	29	review	review	VERB
eltls-55942	48	30	at	at	ADP
eltls-55942	48	31	the	the	DET
eltls-55942	48	32	appropriate	appropriate	ADJ
eltls-55942	48	33	time	time	NOUN
eltls-55942	48	34	to	to	PART
eltls-55942	48	35	maximize	maximize	VERB
eltls-55942	48	36	the	the	DET
eltls-55942	48	37	memory	memory	NOUN
eltls-55942	48	38	effect	effect	NOUN
eltls-55942	48	39	.	.	PUNCT
eltls-55942	49	1	through	through	ADP
eltls-55942	49	2	this	this	DET
eltls-55942	49	3	intelligent	intelligent	ADJ
eltls-55942	49	4	learning	learning	NOUN
eltls-55942	49	5	path	path	NOUN
eltls-55942	49	6	adjustment	adjustment	NOUN
eltls-55942	49	7	,	,	PUNCT
eltls-55942	49	8	students	student	NOUN
eltls-55942	49	9	can	can	AUX
eltls-55942	49	10	master	master	VERB
eltls-55942	49	11	more	more	ADJ
eltls-55942	49	12	vocabulary	vocabulary	NOUN
eltls-55942	49	13	in	in	ADP
eltls-55942	49	14	an	an	DET
eltls-55942	49	15	efficient	efficient	ADJ
eltls-55942	49	16	time	time	NOUN
eltls-55942	49	17	and	and	CCONJ
eltls-55942	49	18	internalize	internalize	VERB
eltls-55942	49	19	it	it	PRON
eltls-55942	49	20	into	into	ADP
eltls-55942	49	21	long	long	ADJ
eltls-55942	49	22	-	-	PUNCT
eltls-55942	49	23	term	term	NOUN
eltls-55942	49	24	memory	memory	NOUN
eltls-55942	49	25	.	.	PUNCT
eltls-55942	50	1	3.2	3.2	NUM
eltls-55942	50	2	multimodal	multimodal	NOUN
eltls-55942	50	3	technology	technology	NOUN
eltls-55942	50	4	improves	improve	VERB
eltls-55942	50	5	learning	learn	VERB
eltls-55942	50	6	experience	experience	NOUN
eltls-55942	50	7	in	in	ADP
eltls-55942	50	8	learning	learn	VERB
eltls-55942	50	9	english	english	ADJ
eltls-55942	50	10	words	word	NOUN
eltls-55942	50	11	,	,	PUNCT
eltls-55942	50	12	students	student	NOUN
eltls-55942	50	13	can	can	AUX
eltls-55942	50	14	see	see	VERB
eltls-55942	50	15	the	the	DET
eltls-55942	50	16	usage	usage	NOUN
eltls-55942	50	17	scenarios	scenario	NOUN
eltls-55942	50	18	of	of	ADP
eltls-55942	50	19	words	word	NOUN
eltls-55942	50	20	through	through	ADP
eltls-55942	50	21	video	video	NOUN
eltls-55942	50	22	teaching	teaching	NOUN
eltls-55942	50	23	materials	material	NOUN
eltls-55942	50	24	,	,	PUNCT
eltls-55942	50	25	hear	hear	VERB
eltls-55942	50	26	the	the	DET
eltls-55942	50	27	correct	correct	ADJ
eltls-55942	50	28	pronunciation	pronunciation	NOUN
eltls-55942	50	29	of	of	ADP
eltls-55942	50	30	words	word	NOUN
eltls-55942	50	31	through	through	ADP
eltls-55942	50	32	audio	audio	ADJ
eltls-55942	50	33	teaching	teaching	NOUN
eltls-55942	50	34	materials	material	NOUN
eltls-55942	50	35	,	,	PUNCT
eltls-55942	50	36	and	and	CCONJ
eltls-55942	50	37	understand	understand	VERB
eltls-55942	50	38	the	the	DET
eltls-55942	50	39	meaning	meaning	NOUN
eltls-55942	50	40	of	of	ADP
eltls-55942	50	41	words	word	NOUN
eltls-55942	50	42	more	more	ADV
eltls-55942	50	43	intuitively	intuitively	ADV
eltls-55942	50	44	through	through	ADP
eltls-55942	50	45	the	the	DET
eltls-55942	50	46	combination	combination	NOUN
eltls-55942	50	47	of	of	ADP
eltls-55942	50	48	images	image	NOUN
eltls-55942	50	49	and	and	CCONJ
eltls-55942	50	50	text	text	NOUN
eltls-55942	50	51	.	.	PUNCT
eltls-55942	51	1	multimodal	multimodal	NOUN
eltls-55942	51	2	learning	learn	VERB
eltls-55942	51	3	not	not	PART
eltls-55942	51	4	only	only	ADV
eltls-55942	51	5	enhances	enhance	VERB
eltls-55942	51	6	students	student	NOUN
eltls-55942	51	7	'	'	PART
eltls-55942	51	8	learning	learn	VERB
eltls-55942	51	9	interest	interest	NOUN
eltls-55942	51	10	,	,	PUNCT
eltls-55942	51	11	but	but	CCONJ
eltls-55942	51	12	also	also	ADV
eltls-55942	51	13	helps	help	VERB
eltls-55942	51	14	students	student	NOUN
eltls-55942	51	15	better	well	ADV
eltls-55942	51	16	remember	remember	VERB
eltls-55942	51	17	and	and	CCONJ
eltls-55942	51	18	apply	apply	VERB
eltls-55942	51	19	what	what	PRON
eltls-55942	51	20	they	they	PRON
eltls-55942	51	21	have	have	AUX
eltls-55942	51	22	learned	learn	VERB
eltls-55942	51	23	.	.	PUNCT
eltls-55942	52	1	the	the	DET
eltls-55942	52	2	system	system	NOUN
eltls-55942	52	3	can	can	AUX
eltls-55942	52	4	intelligently	intelligently	ADV
eltls-55942	52	5	recommend	recommend	VERB
eltls-55942	52	6	the	the	DET
eltls-55942	52	7	most	most	ADV
eltls-55942	52	8	suitable	suitable	ADJ
eltls-55942	52	9	multimodal	multimodal	NOUN
eltls-55942	52	10	resources	resource	NOUN
eltls-55942	52	11	based	base	VERB
eltls-55942	52	12	on	on	ADP
eltls-55942	52	13	students	student	NOUN
eltls-55942	52	14	'	'	PART
eltls-55942	52	15	learning	learn	VERB
eltls-55942	52	16	progress	progress	NOUN
eltls-55942	52	17	and	and	CCONJ
eltls-55942	52	18	preferences	preference	NOUN
eltls-55942	52	19	to	to	PART
eltls-55942	52	20	adapt	adapt	VERB
eltls-55942	52	21	to	to	ADP
eltls-55942	52	22	students	student	NOUN
eltls-55942	52	23	'	'	PART
eltls-55942	52	24	learning	learn	VERB
eltls-55942	52	25	styles	style	NOUN
eltls-55942	52	26	.	.	PUNCT
eltls-55942	53	1	in	in	ADP
eltls-55942	53	2	addition	addition	NOUN
eltls-55942	53	3	,	,	PUNCT
eltls-55942	53	4	using	use	VERB
eltls-55942	53	5	multimodal	multimodal	NOUN
eltls-55942	53	6	technology	technology	NOUN
eltls-55942	53	7	for	for	ADP
eltls-55942	53	8	contextualized	contextualized	ADJ
eltls-55942	53	9	learning	learning	NOUN
eltls-55942	53	10	is	be	AUX
eltls-55942	53	11	also	also	ADV
eltls-55942	53	12	a	a	DET
eltls-55942	53	13	very	very	ADV
eltls-55942	53	14	effective	effective	ADJ
eltls-55942	53	15	teaching	teaching	NOUN
eltls-55942	53	16	method	method	NOUN
eltls-55942	53	17	.	.	PUNCT
eltls-55942	54	1	for	for	ADP
eltls-55942	54	2	example	example	NOUN
eltls-55942	54	3	,	,	PUNCT
eltls-55942	54	4	the	the	DET
eltls-55942	54	5	system	system	NOUN
eltls-55942	54	6	can	can	AUX
eltls-55942	54	7	use	use	VERB
eltls-55942	54	8	situational	situational	ADJ
eltls-55942	54	9	simulation	simulation	NOUN
eltls-55942	54	10	videos	video	NOUN
eltls-55942	54	11	to	to	PART
eltls-55942	54	12	allow	allow	VERB
eltls-55942	54	13	students	student	NOUN
eltls-55942	54	14	to	to	PART
eltls-55942	54	15	practice	practice	VERB
eltls-55942	54	16	listening	listening	NOUN
eltls-55942	54	17	and	and	CCONJ
eltls-55942	54	18	speaking	speak	VERB
eltls-55942	54	19	in	in	ADP
eltls-55942	54	20	real	real	ADJ
eltls-55942	54	21	contexts	contexts	NOUN
eltls-55942	54	22	,	,	PUNCT
eltls-55942	54	23	helping	help	VERB
eltls-55942	54	24	students	student	NOUN
eltls-55942	54	25	transform	transform	VERB
eltls-55942	54	26	language	language	NOUN
eltls-55942	54	27	knowledge	knowledge	NOUN
eltls-55942	54	28	into	into	ADP
eltls-55942	54	29	practical	practical	ADJ
eltls-55942	54	30	application	application	NOUN
eltls-55942	54	31	skills	skill	NOUN
eltls-55942	54	32	.	.	PUNCT
eltls-55942	55	1	by	by	ADP
eltls-55942	55	2	practicing	practice	VERB
eltls-55942	55	3	in	in	ADP
eltls-55942	55	4	a	a	DET
eltls-55942	55	5	simulated	simulated	ADJ
eltls-55942	55	6	real	real	ADJ
eltls-55942	55	7	environment	environment	NOUN
eltls-55942	55	8	,	,	PUNCT
eltls-55942	55	9	students	student	NOUN
eltls-55942	55	10	can	can	AUX
eltls-55942	55	11	not	not	PART
eltls-55942	55	12	only	only	ADV
eltls-55942	55	13	improve	improve	VERB
eltls-55942	55	14	their	their	PRON
eltls-55942	55	15	listening	listening	NOUN
eltls-55942	55	16	and	and	CCONJ
eltls-55942	55	17	speaking	speaking	NOUN
eltls-55942	55	18	skills	skill	NOUN
eltls-55942	55	19	,	,	PUNCT
eltls-55942	55	20	but	but	CCONJ
eltls-55942	55	21	also	also	ADV
eltls-55942	55	22	better	well	ADV
eltls-55942	55	23	understand	understand	VERB
eltls-55942	55	24	english	english	ADJ
eltls-55942	55	25	culture	culture	NOUN
eltls-55942	55	26	and	and	CCONJ
eltls-55942	55	27	language	language	NOUN
eltls-55942	55	28	background	background	NOUN
eltls-55942	55	29	,	,	PUNCT
eltls-55942	55	30	and	and	CCONJ
eltls-55942	55	31	enhance	enhance	VERB
eltls-55942	55	32	their	their	PRON
eltls-55942	55	33	confidence	confidence	NOUN
eltls-55942	55	34	in	in	ADP
eltls-55942	55	35	language	language	NOUN
eltls-55942	55	36	use	use	NOUN
eltls-55942	55	37	.	.	PUNCT
eltls-55942	56	1	3.3	3.3	NUM
eltls-55942	56	2	dynamically	dynamically	ADV
eltls-55942	56	3	adjust	adjust	VERB
eltls-55942	56	4	the	the	DET
eltls-55942	56	5	adaptability	adaptability	NOUN
eltls-55942	56	6	of	of	ADP
eltls-55942	56	7	learning	learn	VERB
eltls-55942	56	8	paths	path	NOUN
eltls-55942	56	9	english	english	ADJ
eltls-55942	56	10	learning	learning	NOUN
eltls-55942	56	11	is	be	AUX
eltls-55942	56	12	not	not	PART
eltls-55942	56	13	static	static	ADJ
eltls-55942	56	14	,	,	PUNCT
eltls-55942	56	15	but	but	CCONJ
eltls-55942	56	16	a	a	DET
eltls-55942	56	17	dynamic	dynamic	ADJ
eltls-55942	56	18	process	process	NOUN
eltls-55942	56	19	.	.	PUNCT
eltls-55942	57	1	students	student	NOUN
eltls-55942	57	2	'	'	PART
eltls-55942	57	3	learning	learn	VERB
eltls-55942	57	4	progress	progress	NOUN
eltls-55942	57	5	,	,	PUNCT
eltls-55942	57	6	depth	depth	NOUN
eltls-55942	57	7	of	of	ADP
eltls-55942	57	8	understanding	understanding	NOUN
eltls-55942	57	9	and	and	CCONJ
eltls-55942	57	10	mastery	mastery	NOUN
eltls-55942	57	11	will	will	AUX
eltls-55942	57	12	continue	continue	VERB
eltls-55942	57	13	to	to	PART
eltls-55942	57	14	change	change	VERB
eltls-55942	57	15	.	.	PUNCT
eltls-55942	58	1	therefore	therefore	ADV
eltls-55942	58	2	,	,	PUNCT
eltls-55942	58	3	personalized	personalize	VERB
eltls-55942	58	4	learning	learn	VERB
eltls-55942	58	5	path	path	NOUN
eltls-55942	58	6	recommendations	recommendation	NOUN
eltls-55942	58	7	need	need	VERB
eltls-55942	58	8	to	to	PART
eltls-55942	58	9	have	have	VERB
eltls-55942	58	10	the	the	DET
eltls-55942	58	11	ability	ability	NOUN
eltls-55942	58	12	to	to	PART
eltls-55942	58	13	dynamically	dynamically	ADV
eltls-55942	58	14	adjust	adjust	VERB
eltls-55942	58	15	to	to	PART
eltls-55942	58	16	meet	meet	VERB
eltls-55942	58	17	the	the	DET
eltls-55942	58	18	needs	need	NOUN
eltls-55942	58	19	of	of	ADP
eltls-55942	58	20	students	student	NOUN
eltls-55942	58	21	at	at	ADP
eltls-55942	58	22	different	different	ADJ
eltls-55942	58	23	learning	learning	NOUN
eltls-55942	58	24	stages	stage	NOUN
eltls-55942	58	25	.	.	PUNCT
eltls-55942	59	1	in	in	ADP
eltls-55942	59	2	this	this	DET
eltls-55942	59	3	context	context	NOUN
eltls-55942	59	4	,	,	PUNCT
eltls-55942	59	5	the	the	DET
eltls-55942	59	6	combination	combination	NOUN
eltls-55942	59	7	of	of	ADP
eltls-55942	59	8	big	big	ADJ
eltls-55942	59	9	models	model	NOUN
eltls-55942	59	10	and	and	CCONJ
eltls-55942	59	11	multimodal	multimodal	NOUN
eltls-55942	59	12	technology	technology	NOUN
eltls-55942	59	13	can	can	AUX
eltls-55942	59	14	provide	provide	VERB
eltls-55942	59	15	adaptive	adaptive	ADJ
eltls-55942	59	16	learning	learning	NOUN
eltls-55942	59	17	paths	path	NOUN
eltls-55942	59	18	to	to	PART
eltls-55942	59	19	ensure	ensure	VERB
eltls-55942	59	20	that	that	SCONJ
eltls-55942	59	21	learning	learn	VERB
eltls-55942	59	22	content	content	NOUN
eltls-55942	59	23	and	and	CCONJ
eltls-55942	59	24	learning	learn	VERB
eltls-55942	59	25	methods	method	NOUN
eltls-55942	59	26	always	always	ADV
eltls-55942	59	27	meet	meet	VERB
eltls-55942	59	28	students	student	NOUN
eltls-55942	59	29	'	'	PART
eltls-55942	59	30	actual	actual	ADJ
eltls-55942	59	31	needs	need	NOUN
eltls-55942	59	32	.	.	PUNCT
eltls-55942	60	1	for	for	ADP
eltls-55942	60	2	example	example	NOUN
eltls-55942	60	3	,	,	PUNCT
eltls-55942	60	4	in	in	ADP
eltls-55942	60	5	english	english	ADJ
eltls-55942	60	6	listening	listen	VERB
eltls-55942	60	7	learning	learning	NOUN
eltls-55942	60	8	,	,	PUNCT
eltls-55942	60	9	if	if	SCONJ
eltls-55942	60	10	the	the	DET
eltls-55942	60	11	student	student	NOUN
eltls-55942	60	12	's	's	PART
eltls-55942	60	13	listening	listen	VERB
eltls-55942	60	14	level	level	NOUN
eltls-55942	60	15	is	be	AUX
eltls-55942	60	16	low	low	ADJ
eltls-55942	60	17	at	at	ADP
eltls-55942	60	18	a	a	DET
eltls-55942	60	19	certain	certain	ADJ
eltls-55942	60	20	stage	stage	NOUN
eltls-55942	60	21	,	,	PUNCT
eltls-55942	60	22	the	the	DET
eltls-55942	60	23	system	system	NOUN
eltls-55942	60	24	will	will	AUX
eltls-55942	60	25	increase	increase	VERB
eltls-55942	60	26	the	the	DET
eltls-55942	60	27	proportion	proportion	NOUN
eltls-55942	60	28	of	of	ADP
eltls-55942	60	29	listening	listen	VERB
eltls-55942	60	30	materials	material	NOUN
eltls-55942	60	31	and	and	CCONJ
eltls-55942	60	32	enhance	enhance	VERB
eltls-55942	60	33	the	the	DET
eltls-55942	60	34	student	student	NOUN
eltls-55942	60	35	's	's	PART
eltls-55942	60	36	listening	listen	VERB
eltls-55942	60	37	training	training	NOUN
eltls-55942	60	38	through	through	ADP
eltls-55942	60	39	multimodal	multimodal	ADJ
eltls-55942	60	40	resources	resource	NOUN
eltls-55942	60	41	(	(	PUNCT
eltls-55942	60	42	such	such	ADJ
eltls-55942	60	43	as	as	ADP
eltls-55942	60	44	video	video	NOUN
eltls-55942	60	45	,	,	PUNCT
eltls-55942	60	46	audio	audio	ADJ
eltls-55942	60	47	comparison	comparison	NOUN
eltls-55942	60	48	,	,	PUNCT
eltls-55942	60	49	subtitles	subtitle	NOUN
eltls-55942	60	50	,	,	PUNCT
eltls-55942	60	51	etc	etc	X
eltls-55942	60	52	.	.	X
eltls-55942	60	53	)	)	PUNCT
eltls-55942	60	54	.	.	PUNCT
eltls-55942	61	1	through	through	ADP
eltls-55942	61	2	real	real	ADJ
eltls-55942	61	3	-	-	PUNCT
eltls-55942	61	4	time	time	NOUN
eltls-55942	61	5	feedback	feedback	NOUN
eltls-55942	61	6	analysis	analysis	NOUN
eltls-55942	61	7	of	of	ADP
eltls-55942	61	8	large	large	ADJ
eltls-55942	61	9	models	model	NOUN
eltls-55942	61	10	,	,	PUNCT
eltls-55942	61	11	the	the	DET
eltls-55942	61	12	system	system	NOUN
eltls-55942	61	13	can	can	AUX
eltls-55942	61	14	identify	identify	VERB
eltls-55942	61	15	students	student	NOUN
eltls-55942	61	16	'	'	PART
eltls-55942	61	17	learning	learning	NOUN
eltls-55942	61	18	weaknesses	weakness	NOUN
eltls-55942	61	19	and	and	CCONJ
eltls-55942	61	20	push	push	VERB
eltls-55942	61	21	targeted	target	VERB
eltls-55942	61	22	practice	practice	NOUN
eltls-55942	61	23	materials	material	NOUN
eltls-55942	61	24	in	in	ADP
eltls-55942	61	25	a	a	DET
eltls-55942	61	26	timely	timely	ADJ
eltls-55942	61	27	manner	manner	NOUN
eltls-55942	61	28	.	.	PUNCT
eltls-55942	62	1	as	as	SCONJ
eltls-55942	62	2	students	student	NOUN
eltls-55942	62	3	'	'	PART
eltls-55942	62	4	listening	listen	VERB
eltls-55942	62	5	level	level	NOUN
eltls-55942	62	6	improves	improve	VERB
eltls-55942	62	7	,	,	PUNCT
eltls-55942	62	8	the	the	DET
eltls-55942	62	9	system	system	NOUN
eltls-55942	62	10	will	will	AUX
eltls-55942	62	11	gradually	gradually	ADV
eltls-55942	62	12	increase	increase	VERB
eltls-55942	62	13	the	the	DET
eltls-55942	62	14	difficulty	difficulty	NOUN
eltls-55942	62	15	and	and	CCONJ
eltls-55942	62	16	complexity	complexity	NOUN
eltls-55942	62	17	of	of	ADP
eltls-55942	62	18	listening	listen	VERB
eltls-55942	62	19	materials	material	NOUN
eltls-55942	62	20	to	to	PART
eltls-55942	62	21	help	help	VERB
eltls-55942	62	22	students	student	NOUN
eltls-55942	62	23	gradually	gradually	ADV
eltls-55942	62	24	overcome	overcome	VERB
eltls-55942	62	25	learning	learn	VERB
eltls-55942	62	26	obstacles	obstacle	NOUN
eltls-55942	62	27	.	.	PUNCT
eltls-55942	63	1	at	at	ADP
eltls-55942	63	2	the	the	DET
eltls-55942	63	3	same	same	ADJ
eltls-55942	63	4	time	time	NOUN
eltls-55942	63	5	,	,	PUNCT
eltls-55942	63	6	the	the	DET
eltls-55942	63	7	system	system	NOUN
eltls-55942	63	8	can	can	AUX
eltls-55942	63	9	also	also	ADV
eltls-55942	63	10	flexibly	flexibly	ADV
eltls-55942	63	11	adjust	adjust	VERB
eltls-55942	63	12	the	the	DET
eltls-55942	63	13	learning	learn	VERB
eltls-55942	63	14	content	content	NOUN
eltls-55942	63	15	based	base	VERB
eltls-55942	63	16	on	on	ADP
eltls-55942	63	17	students	student	NOUN
eltls-55942	63	18	'	'	PART
eltls-55942	63	19	feedback	feedback	NOUN
eltls-55942	63	20	in	in	ADP
eltls-55942	63	21	different	different	ADJ
eltls-55942	63	22	learning	learning	NOUN
eltls-55942	63	23	links	link	NOUN
eltls-55942	63	24	.	.	PUNCT
eltls-55942	64	1	for	for	ADP
eltls-55942	64	2	example	example	NOUN
eltls-55942	64	3	,	,	PUNCT
eltls-55942	64	4	if	if	SCONJ
eltls-55942	64	5	students	student	NOUN
eltls-55942	64	6	encounter	encounter	VERB
eltls-55942	64	7	great	great	ADJ
eltls-55942	64	8	difficulties	difficulty	NOUN
eltls-55942	64	9	in	in	ADP
eltls-55942	64	10	learning	learn	VERB
eltls-55942	64	11	grammar	grammar	NOUN
eltls-55942	64	12	,	,	PUNCT
eltls-55942	64	13	the	the	DET
eltls-55942	64	14	www.scholink.org/ojs/index.php/eltls	www.scholink.org/ojs/index.php/eltls	ADJ
eltls-55942	64	15	english	english	ADJ
eltls-55942	64	16	language	language	NOUN
eltls-55942	64	17	teaching	teaching	NOUN
eltls-55942	64	18	and	and	CCONJ
eltls-55942	64	19	linguistics	linguistic	NOUN
eltls-55942	64	20	studies	study	NOUN
eltls-55942	64	21	vol	vol	NOUN
eltls-55942	64	22	.	.	PUNCT
eltls-55942	65	1	7	7	NUM
eltls-55942	65	2	,	,	PUNCT
eltls-55942	65	3	no	no	INTJ
eltls-55942	65	4	.	.	NOUN
eltls-55942	65	5	2	2	NUM
eltls-55942	65	6	,	,	PUNCT
eltls-55942	65	7	2025	2025	NUM
eltls-55942	65	8	published	publish	VERB
eltls-55942	65	9	by	by	ADP
eltls-55942	65	10	scholink	scholink	PROPN
eltls-55942	65	11	inc	inc	PROPN
eltls-55942	65	12	.	.	PROPN
eltls-55942	65	13	55	55	NUM
eltls-55942	65	14	system	system	NOUN
eltls-55942	65	15	will	will	AUX
eltls-55942	65	16	automatically	automatically	ADV
eltls-55942	65	17	increase	increase	VERB
eltls-55942	65	18	the	the	DET
eltls-55942	65	19	frequency	frequency	NOUN
eltls-55942	65	20	of	of	ADP
eltls-55942	65	21	grammar	grammar	NOUN
eltls-55942	65	22	exercises	exercise	NOUN
eltls-55942	65	23	and	and	CCONJ
eltls-55942	65	24	recommend	recommend	VERB
eltls-55942	65	25	relevant	relevant	ADJ
eltls-55942	65	26	grammar	grammar	NOUN
eltls-55942	65	27	video	video	NOUN
eltls-55942	65	28	explanations	explanation	NOUN
eltls-55942	65	29	and	and	CCONJ
eltls-55942	65	30	exercises	exercise	NOUN
eltls-55942	65	31	to	to	PART
eltls-55942	65	32	help	help	VERB
eltls-55942	65	33	students	student	NOUN
eltls-55942	65	34	better	well	ADJ
eltls-55942	65	35	master	master	NOUN
eltls-55942	65	36	grammar	grammar	NOUN
eltls-55942	65	37	knowledge	knowledge	NOUN
eltls-55942	65	38	.	.	PUNCT
eltls-55942	66	1	the	the	DET
eltls-55942	66	2	adaptability	adaptability	NOUN
eltls-55942	66	3	of	of	ADP
eltls-55942	66	4	the	the	DET
eltls-55942	66	5	system	system	NOUN
eltls-55942	66	6	is	be	AUX
eltls-55942	66	7	not	not	PART
eltls-55942	66	8	only	only	ADV
eltls-55942	66	9	reflected	reflect	VERB
eltls-55942	66	10	in	in	ADP
eltls-55942	66	11	the	the	DET
eltls-55942	66	12	adjustment	adjustment	NOUN
eltls-55942	66	13	of	of	ADP
eltls-55942	66	14	learning	learn	VERB
eltls-55942	66	15	content	content	NOUN
eltls-55942	66	16	,	,	PUNCT
eltls-55942	66	17	but	but	CCONJ
eltls-55942	66	18	also	also	ADV
eltls-55942	66	19	in	in	ADP
eltls-55942	66	20	changes	change	NOUN
eltls-55942	66	21	in	in	ADP
eltls-55942	66	22	learning	learn	VERB
eltls-55942	66	23	methods	method	NOUN
eltls-55942	66	24	.	.	PUNCT
eltls-55942	67	1	for	for	ADP
eltls-55942	67	2	students	student	NOUN
eltls-55942	67	3	who	who	PRON
eltls-55942	67	4	prefer	prefer	VERB
eltls-55942	67	5	visual	visual	ADJ
eltls-55942	67	6	learning	learning	NOUN
eltls-55942	67	7	,	,	PUNCT
eltls-55942	67	8	the	the	DET
eltls-55942	67	9	system	system	NOUN
eltls-55942	67	10	will	will	AUX
eltls-55942	67	11	give	give	VERB
eltls-55942	67	12	priority	priority	NOUN
eltls-55942	67	13	to	to	ADP
eltls-55942	67	14	recommending	recommend	VERB
eltls-55942	67	15	learning	learn	VERB
eltls-55942	67	16	resources	resource	NOUN
eltls-55942	67	17	that	that	PRON
eltls-55942	67	18	combine	combine	VERB
eltls-55942	67	19	pictures	picture	NOUN
eltls-55942	67	20	and	and	CCONJ
eltls-55942	67	21	texts	text	NOUN
eltls-55942	67	22	,	,	PUNCT
eltls-55942	67	23	and	and	CCONJ
eltls-55942	67	24	for	for	ADP
eltls-55942	67	25	students	student	NOUN
eltls-55942	67	26	who	who	PRON
eltls-55942	67	27	like	like	ADP
eltls-55942	67	28	listening	listen	VERB
eltls-55942	67	29	exercises	exercise	NOUN
eltls-55942	67	30	,	,	PUNCT
eltls-55942	67	31	more	more	ADJ
eltls-55942	67	32	audio	audio	ADJ
eltls-55942	67	33	materials	material	NOUN
eltls-55942	67	34	will	will	AUX
eltls-55942	67	35	be	be	AUX
eltls-55942	67	36	recommended	recommend	VERB
eltls-55942	67	37	to	to	PART
eltls-55942	67	38	ensure	ensure	VERB
eltls-55942	67	39	that	that	SCONJ
eltls-55942	67	40	students	student	NOUN
eltls-55942	67	41	can	can	AUX
eltls-55942	67	42	achieve	achieve	VERB
eltls-55942	67	43	the	the	DET
eltls-55942	67	44	best	good	ADJ
eltls-55942	67	45	learning	learning	NOUN
eltls-55942	67	46	results	result	NOUN
eltls-55942	67	47	under	under	ADP
eltls-55942	67	48	different	different	ADJ
eltls-55942	67	49	learning	learning	NOUN
eltls-55942	67	50	methods	method	NOUN
eltls-55942	67	51	.	.	PUNCT
eltls-55942	68	1	3.4	3.4	NUM
eltls-55942	68	2	feedback	feedback	NOUN
eltls-55942	68	3	-	-	PUNCT
eltls-55942	68	4	based	base	VERB
eltls-55942	68	5	adaptive	adaptive	ADJ
eltls-55942	68	6	learning	learning	NOUN
eltls-55942	68	7	strategy	strategy	NOUN
eltls-55942	68	8	adaptive	adaptive	ADJ
eltls-55942	68	9	learning	learning	NOUN
eltls-55942	68	10	strategies	strategy	NOUN
eltls-55942	68	11	are	be	AUX
eltls-55942	68	12	a	a	DET
eltls-55942	68	13	critical	critical	ADJ
eltls-55942	68	14	part	part	NOUN
eltls-55942	68	15	of	of	ADP
eltls-55942	68	16	personalized	personalized	ADJ
eltls-55942	68	17	learning	learning	NOUN
eltls-55942	68	18	.	.	PUNCT
eltls-55942	69	1	students	student	NOUN
eltls-55942	69	2	will	will	AUX
eltls-55942	69	3	encounter	encounter	VERB
eltls-55942	69	4	different	different	ADJ
eltls-55942	69	5	difficulties	difficulty	NOUN
eltls-55942	69	6	and	and	CCONJ
eltls-55942	69	7	challenges	challenge	NOUN
eltls-55942	69	8	in	in	ADP
eltls-55942	69	9	the	the	DET
eltls-55942	69	10	learning	learning	NOUN
eltls-55942	69	11	process	process	NOUN
eltls-55942	69	12	.	.	PUNCT
eltls-55942	70	1	how	how	SCONJ
eltls-55942	70	2	to	to	PART
eltls-55942	70	3	dynamically	dynamically	ADV
eltls-55942	70	4	adjust	adjust	VERB
eltls-55942	70	5	the	the	DET
eltls-55942	70	6	learning	learning	NOUN
eltls-55942	70	7	path	path	NOUN
eltls-55942	70	8	based	base	VERB
eltls-55942	70	9	on	on	ADP
eltls-55942	70	10	student	student	NOUN
eltls-55942	70	11	feedback	feedback	NOUN
eltls-55942	70	12	is	be	AUX
eltls-55942	70	13	the	the	DET
eltls-55942	70	14	key	key	NOUN
eltls-55942	70	15	to	to	ADP
eltls-55942	70	16	improving	improve	VERB
eltls-55942	70	17	learning	learn	VERB
eltls-55942	70	18	outcomes	outcome	NOUN
eltls-55942	70	19	.	.	PUNCT
eltls-55942	71	1	combining	combine	VERB
eltls-55942	71	2	big	big	ADJ
eltls-55942	71	3	models	model	NOUN
eltls-55942	71	4	and	and	CCONJ
eltls-55942	71	5	multimodal	multimodal	NOUN
eltls-55942	71	6	technology	technology	NOUN
eltls-55942	71	7	,	,	PUNCT
eltls-55942	71	8	the	the	DET
eltls-55942	71	9	system	system	NOUN
eltls-55942	71	10	can	can	AUX
eltls-55942	71	11	track	track	VERB
eltls-55942	71	12	students	student	NOUN
eltls-55942	71	13	'	'	PART
eltls-55942	71	14	learning	learn	VERB
eltls-55942	71	15	progress	progress	NOUN
eltls-55942	71	16	in	in	ADP
eltls-55942	71	17	real	real	ADJ
eltls-55942	71	18	time	time	NOUN
eltls-55942	71	19	and	and	CCONJ
eltls-55942	71	20	dynamically	dynamically	ADV
eltls-55942	71	21	adjust	adjust	VERB
eltls-55942	71	22	learning	learning	NOUN
eltls-55942	71	23	strategies	strategy	NOUN
eltls-55942	71	24	based	base	VERB
eltls-55942	71	25	on	on	ADP
eltls-55942	71	26	students	student	NOUN
eltls-55942	71	27	'	'	PART
eltls-55942	71	28	feedback	feedback	NOUN
eltls-55942	71	29	.	.	PUNCT
eltls-55942	72	1	for	for	ADP
eltls-55942	72	2	example	example	NOUN
eltls-55942	72	3	,	,	PUNCT
eltls-55942	72	4	if	if	SCONJ
eltls-55942	72	5	a	a	DET
eltls-55942	72	6	student	student	NOUN
eltls-55942	72	7	performs	perform	VERB
eltls-55942	72	8	poorly	poorly	ADV
eltls-55942	72	9	in	in	ADP
eltls-55942	72	10	a	a	DET
eltls-55942	72	11	certain	certain	ADJ
eltls-55942	72	12	learning	learning	NOUN
eltls-55942	72	13	session	session	NOUN
eltls-55942	72	14	,	,	PUNCT
eltls-55942	72	15	the	the	DET
eltls-55942	72	16	system	system	NOUN
eltls-55942	72	17	will	will	AUX
eltls-55942	72	18	automatically	automatically	ADV
eltls-55942	72	19	push	push	VERB
eltls-55942	72	20	more	more	ADV
eltls-55942	72	21	relevant	relevant	ADJ
eltls-55942	72	22	content	content	NOUN
eltls-55942	72	23	and	and	CCONJ
eltls-55942	72	24	help	help	VERB
eltls-55942	72	25	students	student	NOUN
eltls-55942	72	26	overcome	overcome	VERB
eltls-55942	72	27	difficulties	difficulty	NOUN
eltls-55942	72	28	through	through	ADP
eltls-55942	72	29	multimodal	multimodal	ADJ
eltls-55942	72	30	learning	learn	VERB
eltls-55942	72	31	resources	resource	NOUN
eltls-55942	72	32	.	.	PUNCT
eltls-55942	73	1	in	in	ADP
eltls-55942	73	2	english	english	PROPN
eltls-55942	73	3	learning	learning	NOUN
eltls-55942	73	4	,	,	PUNCT
eltls-55942	73	5	students	student	NOUN
eltls-55942	73	6	usually	usually	ADV
eltls-55942	73	7	encounter	encounter	VERB
eltls-55942	73	8	challenges	challenge	NOUN
eltls-55942	73	9	in	in	ADP
eltls-55942	73	10	grammar	grammar	NOUN
eltls-55942	73	11	,	,	PUNCT
eltls-55942	73	12	vocabulary	vocabulary	NOUN
eltls-55942	73	13	,	,	PUNCT
eltls-55942	73	14	listening	listening	NOUN
eltls-55942	73	15	,	,	PUNCT
eltls-55942	73	16	etc	etc	X
eltls-55942	73	17	.	.	X
eltls-55942	73	18	through	through	ADP
eltls-55942	73	19	the	the	DET
eltls-55942	73	20	precise	precise	ADJ
eltls-55942	73	21	analysis	analysis	NOUN
eltls-55942	73	22	of	of	ADP
eltls-55942	73	23	the	the	DET
eltls-55942	73	24	big	big	ADJ
eltls-55942	73	25	model	model	NOUN
eltls-55942	73	26	,	,	PUNCT
eltls-55942	73	27	the	the	DET
eltls-55942	73	28	system	system	NOUN
eltls-55942	73	29	can	can	AUX
eltls-55942	73	30	promptly	promptly	ADV
eltls-55942	73	31	identify	identify	VERB
eltls-55942	73	32	which	which	PRON
eltls-55942	73	33	aspects	aspect	VERB
eltls-55942	73	34	the	the	DET
eltls-55942	73	35	students	student	NOUN
eltls-55942	73	36	are	be	AUX
eltls-55942	73	37	weak	weak	ADJ
eltls-55942	73	38	in	in	ADP
eltls-55942	73	39	and	and	CCONJ
eltls-55942	73	40	recommend	recommend	VERB
eltls-55942	73	41	corresponding	correspond	VERB
eltls-55942	73	42	review	review	NOUN
eltls-55942	73	43	materials	material	NOUN
eltls-55942	73	44	and	and	CCONJ
eltls-55942	73	45	exercises	exercise	NOUN
eltls-55942	73	46	.	.	PUNCT
eltls-55942	74	1	the	the	DET
eltls-55942	74	2	system	system	NOUN
eltls-55942	74	3	can	can	AUX
eltls-55942	74	4	dynamically	dynamically	ADV
eltls-55942	74	5	adjust	adjust	VERB
eltls-55942	74	6	the	the	DET
eltls-55942	74	7	learning	learning	NOUN
eltls-55942	74	8	plan	plan	NOUN
eltls-55942	74	9	based	base	VERB
eltls-55942	74	10	on	on	ADP
eltls-55942	74	11	students	student	NOUN
eltls-55942	74	12	'	'	PART
eltls-55942	74	13	feedback	feedback	NOUN
eltls-55942	74	14	to	to	PART
eltls-55942	74	15	ensure	ensure	VERB
eltls-55942	74	16	that	that	SCONJ
eltls-55942	74	17	the	the	DET
eltls-55942	74	18	learning	learn	VERB
eltls-55942	74	19	content	content	NOUN
eltls-55942	74	20	always	always	ADV
eltls-55942	74	21	meets	meet	VERB
eltls-55942	74	22	the	the	DET
eltls-55942	74	23	actual	actual	ADJ
eltls-55942	74	24	needs	need	NOUN
eltls-55942	74	25	of	of	ADP
eltls-55942	74	26	students	student	NOUN
eltls-55942	74	27	.	.	PUNCT
eltls-55942	75	1	for	for	ADP
eltls-55942	75	2	example	example	NOUN
eltls-55942	75	3	,	,	PUNCT
eltls-55942	75	4	the	the	DET
eltls-55942	75	5	types	type	NOUN
eltls-55942	75	6	of	of	ADP
eltls-55942	75	7	errors	error	NOUN
eltls-55942	75	8	students	student	NOUN
eltls-55942	75	9	make	make	VERB
eltls-55942	75	10	in	in	ADP
eltls-55942	75	11	grammar	grammar	NOUN
eltls-55942	75	12	exercises	exercise	NOUN
eltls-55942	75	13	can	can	AUX
eltls-55942	75	14	be	be	AUX
eltls-55942	75	15	analyzed	analyze	VERB
eltls-55942	75	16	and	and	CCONJ
eltls-55942	75	17	fed	feed	VERB
eltls-55942	75	18	back	back	ADV
eltls-55942	75	19	by	by	ADP
eltls-55942	75	20	the	the	DET
eltls-55942	75	21	system	system	NOUN
eltls-55942	75	22	,	,	PUNCT
eltls-55942	75	23	and	and	CCONJ
eltls-55942	75	24	then	then	ADV
eltls-55942	75	25	the	the	DET
eltls-55942	75	26	corresponding	corresponding	ADJ
eltls-55942	75	27	grammar	grammar	NOUN
eltls-55942	75	28	knowledge	knowledge	NOUN
eltls-55942	75	29	points	point	NOUN
eltls-55942	75	30	and	and	CCONJ
eltls-55942	75	31	exercises	exercise	NOUN
eltls-55942	75	32	can	can	AUX
eltls-55942	75	33	be	be	AUX
eltls-55942	75	34	recommended	recommend	VERB
eltls-55942	75	35	to	to	ADP
eltls-55942	75	36	students	student	NOUN
eltls-55942	75	37	.	.	PUNCT
eltls-55942	76	1	4	4	X
eltls-55942	76	2	.	.	NOUN
eltls-55942	76	3	results	result	NOUN
eltls-55942	76	4	and	and	CCONJ
eltls-55942	76	5	discussion	discussion	NOUN
eltls-55942	76	6	4.1	4.1	NUM
eltls-55942	76	7	experimental	experimental	ADJ
eltls-55942	76	8	design	design	NOUN
eltls-55942	76	9	framework	framework	NOUN
eltls-55942	76	10	participants	participant	NOUN
eltls-55942	76	11	selected	select	VERB
eltls-55942	76	12	students	student	NOUN
eltls-55942	76	13	from	from	ADP
eltls-55942	76	14	different	different	ADJ
eltls-55942	76	15	educational	educational	ADJ
eltls-55942	76	16	backgrounds	background	NOUN
eltls-55942	76	17	to	to	PART
eltls-55942	76	18	conduct	conduct	VERB
eltls-55942	76	19	the	the	DET
eltls-55942	76	20	experiment	experiment	NOUN
eltls-55942	76	21	to	to	PART
eltls-55942	76	22	ensure	ensure	VERB
eltls-55942	76	23	sample	sample	NOUN
eltls-55942	76	24	diversity	diversity	NOUN
eltls-55942	76	25	.	.	PUNCT
eltls-55942	77	1	the	the	DET
eltls-55942	77	2	experimental	experimental	ADJ
eltls-55942	77	3	group	group	NOUN
eltls-55942	77	4	and	and	CCONJ
eltls-55942	77	5	the	the	DET
eltls-55942	77	6	control	control	NOUN
eltls-55942	77	7	group	group	NOUN
eltls-55942	77	8	should	should	AUX
eltls-55942	77	9	have	have	VERB
eltls-55942	77	10	similar	similar	ADJ
eltls-55942	77	11	learning	learning	NOUN
eltls-55942	77	12	foundations	foundation	NOUN
eltls-55942	77	13	.	.	PUNCT
eltls-55942	78	1	the	the	DET
eltls-55942	78	2	experimental	experimental	ADJ
eltls-55942	78	3	group	group	NOUN
eltls-55942	78	4	uses	use	VERB
eltls-55942	78	5	a	a	DET
eltls-55942	78	6	personalized	personalized	ADJ
eltls-55942	78	7	learning	learning	NOUN
eltls-55942	78	8	path	path	NOUN
eltls-55942	78	9	recommendation	recommendation	NOUN
eltls-55942	78	10	system	system	NOUN
eltls-55942	78	11	based	base	VERB
eltls-55942	78	12	on	on	ADP
eltls-55942	78	13	large	large	ADJ
eltls-55942	78	14	models	model	NOUN
eltls-55942	78	15	and	and	CCONJ
eltls-55942	78	16	multimodal	multimodal	NOUN
eltls-55942	78	17	technology	technology	NOUN
eltls-55942	78	18	,	,	PUNCT
eltls-55942	78	19	while	while	SCONJ
eltls-55942	78	20	the	the	DET
eltls-55942	78	21	control	control	NOUN
eltls-55942	78	22	group	group	NOUN
eltls-55942	78	23	use	use	VERB
eltls-55942	78	24	traditional	traditional	ADJ
eltls-55942	78	25	teaching	teaching	NOUN
eltls-55942	78	26	methods	method	NOUN
eltls-55942	78	27	.	.	PUNCT
eltls-55942	79	1	experimental	experimental	ADJ
eltls-55942	79	2	group	group	NOUN
eltls-55942	79	3	:	:	PUNCT
eltls-55942	79	4	a	a	DET
eltls-55942	79	5	personalized	personalized	ADJ
eltls-55942	79	6	learning	learning	NOUN
eltls-55942	79	7	system	system	NOUN
eltls-55942	79	8	supported	support	VERB
eltls-55942	79	9	by	by	ADP
eltls-55942	79	10	large	large	ADJ
eltls-55942	79	11	models	model	NOUN
eltls-55942	79	12	and	and	CCONJ
eltls-55942	79	13	multimodal	multimodal	NOUN
eltls-55942	79	14	technologies	technology	NOUN
eltls-55942	79	15	.	.	PUNCT
eltls-55942	80	1	control	control	NOUN
eltls-55942	80	2	group	group	PROPN
eltls-55942	80	3	:	:	PUNCT
eltls-55942	80	4	used	use	VERB
eltls-55942	80	5	traditional	traditional	ADJ
eltls-55942	80	6	offline	offline	ADJ
eltls-55942	80	7	english	english	ADJ
eltls-55942	80	8	learning	learning	NOUN
eltls-55942	80	9	methods	method	NOUN
eltls-55942	80	10	(	(	PUNCT
eltls-55942	80	11	such	such	ADJ
eltls-55942	80	12	as	as	ADP
eltls-55942	80	13	textbooks	textbook	NOUN
eltls-55942	80	14	,	,	PUNCT
eltls-55942	80	15	paper	paper	NOUN
eltls-55942	80	16	assignments	assignment	NOUN
eltls-55942	80	17	,	,	PUNCT
eltls-55942	80	18	online	online	ADJ
eltls-55942	80	19	learning	learning	NOUN
eltls-55942	80	20	platforms	platform	NOUN
eltls-55942	80	21	without	without	ADP
eltls-55942	80	22	intelligent	intelligent	ADJ
eltls-55942	80	23	recommendation	recommendation	NOUN
eltls-55942	80	24	systems	system	NOUN
eltls-55942	80	25	,	,	PUNCT
eltls-55942	80	26	etc	etc	X
eltls-55942	80	27	.	.	X
eltls-55942	80	28	)	)	PUNCT
eltls-55942	80	29	.	.	PUNCT
eltls-55942	81	1	students	student	NOUN
eltls-55942	81	2	were	be	AUX
eltls-55942	81	3	randomly	randomly	ADV
eltls-55942	81	4	grouped	group	VERB
eltls-55942	81	5	according	accord	VERB
eltls-55942	81	6	to	to	ADP
eltls-55942	81	7	basic	basic	ADJ
eltls-55942	81	8	factors	factor	NOUN
eltls-55942	81	9	such	such	ADJ
eltls-55942	81	10	as	as	ADP
eltls-55942	81	11	their	their	PRON
eltls-55942	81	12	english	english	ADJ
eltls-55942	81	13	proficiency	proficiency	NOUN
eltls-55942	81	14	and	and	CCONJ
eltls-55942	81	15	grade	grade	NOUN
eltls-55942	81	16	to	to	PART
eltls-55942	81	17	ensure	ensure	VERB
eltls-55942	81	18	comparability	comparability	NOUN
eltls-55942	81	19	between	between	ADP
eltls-55942	81	20	the	the	DET
eltls-55942	81	21	experimental	experimental	ADJ
eltls-55942	81	22	group	group	NOUN
eltls-55942	81	23	and	and	CCONJ
eltls-55942	81	24	the	the	DET
eltls-55942	81	25	control	control	NOUN
eltls-55942	81	26	group	group	NOUN
eltls-55942	81	27	.	.	PUNCT
eltls-55942	82	1	www.scholink.org/ojs/index.php/eltls	www.scholink.org/ojs/index.php/eltls	PROPN
eltls-55942	82	2	english	english	PROPN
eltls-55942	82	3	language	language	NOUN
eltls-55942	82	4	teaching	teaching	NOUN
eltls-55942	82	5	and	and	CCONJ
eltls-55942	82	6	linguistics	linguistic	NOUN
eltls-55942	82	7	studies	study	NOUN
eltls-55942	82	8	vol	vol	NOUN
eltls-55942	82	9	.	.	PUNCT
eltls-55942	83	1	7	7	NUM
eltls-55942	83	2	,	,	PUNCT
eltls-55942	83	3	no	no	INTJ
eltls-55942	83	4	.	.	NOUN
eltls-55942	83	5	2	2	NUM
eltls-55942	83	6	,	,	PUNCT
eltls-55942	83	7	2025	2025	NUM
eltls-55942	83	8	published	publish	VERB
eltls-55942	83	9	by	by	ADP
eltls-55942	83	10	scholink	scholink	PROPN
eltls-55942	83	11	inc	inc	PROPN
eltls-55942	83	12	.	.	PROPN
eltls-55942	83	13	56	56	NUM
eltls-55942	83	14	4.2	4.2	NUM
eltls-55942	83	15	learning	learn	VERB
eltls-55942	83	16	task	task	NOUN
eltls-55942	83	17	design	design	NOUN
eltls-55942	83	18	design	design	NOUN
eltls-55942	83	19	a	a	DET
eltls-55942	83	20	series	series	NOUN
eltls-55942	83	21	of	of	ADP
eltls-55942	83	22	learning	learn	VERB
eltls-55942	83	23	tasks	task	NOUN
eltls-55942	83	24	based	base	VERB
eltls-55942	83	25	on	on	ADP
eltls-55942	83	26	english	english	ADJ
eltls-55942	83	27	listening	listening	NOUN
eltls-55942	83	28	,	,	PUNCT
eltls-55942	83	29	speaking	speaking	ADJ
eltls-55942	83	30	,	,	PUNCT
eltls-55942	83	31	vocabulary	vocabulary	NOUN
eltls-55942	83	32	,	,	PUNCT
eltls-55942	83	33	and	and	CCONJ
eltls-55942	83	34	reading	read	VERB
eltls-55942	83	35	comprehension	comprehension	NOUN
eltls-55942	83	36	,	,	PUNCT
eltls-55942	83	37	and	and	CCONJ
eltls-55942	83	38	ensure	ensure	VERB
eltls-55942	83	39	that	that	SCONJ
eltls-55942	83	40	the	the	DET
eltls-55942	83	41	task	task	NOUN
eltls-55942	83	42	content	content	NOUN
eltls-55942	83	43	is	be	AUX
eltls-55942	83	44	the	the	DET
eltls-55942	83	45	same	same	ADJ
eltls-55942	83	46	between	between	ADP
eltls-55942	83	47	the	the	DET
eltls-55942	83	48	experimental	experimental	ADJ
eltls-55942	83	49	and	and	CCONJ
eltls-55942	83	50	control	control	NOUN
eltls-55942	83	51	groups	group	NOUN
eltls-55942	83	52	.	.	PUNCT
eltls-55942	84	1	experimental	experimental	ADJ
eltls-55942	84	2	group	group	NOUN
eltls-55942	84	3	tasks	task	NOUN
eltls-55942	84	4	:	:	PUNCT
eltls-55942	84	5	through	through	ADP
eltls-55942	84	6	the	the	DET
eltls-55942	84	7	intelligent	intelligent	ADJ
eltls-55942	84	8	system	system	NOUN
eltls-55942	84	9	,	,	PUNCT
eltls-55942	84	10	personalized	personalize	VERB
eltls-55942	84	11	learning	learning	NOUN
eltls-55942	84	12	content	content	NOUN
eltls-55942	84	13	is	be	AUX
eltls-55942	84	14	recommended	recommend	VERB
eltls-55942	84	15	based	base	VERB
eltls-55942	84	16	on	on	ADP
eltls-55942	84	17	students	student	NOUN
eltls-55942	84	18	’	'	PUNCT
eltls-55942	84	19	personal	personal	ADJ
eltls-55942	84	20	data	datum	NOUN
eltls-55942	84	21	and	and	CCONJ
eltls-55942	84	22	progress	progress	NOUN
eltls-55942	84	23	.	.	PUNCT
eltls-55942	85	1	the	the	DET
eltls-55942	85	2	system	system	NOUN
eltls-55942	85	3	will	will	AUX
eltls-55942	85	4	dynamically	dynamically	ADV
eltls-55942	85	5	adjust	adjust	VERB
eltls-55942	85	6	the	the	DET
eltls-55942	85	7	difficulty	difficulty	NOUN
eltls-55942	85	8	,	,	PUNCT
eltls-55942	85	9	content	content	NOUN
eltls-55942	85	10	and	and	CCONJ
eltls-55942	85	11	schedule	schedule	NOUN
eltls-55942	85	12	of	of	ADP
eltls-55942	85	13	the	the	DET
eltls-55942	85	14	tasks	task	NOUN
eltls-55942	85	15	,	,	PUNCT
eltls-55942	85	16	and	and	CCONJ
eltls-55942	85	17	continuously	continuously	ADV
eltls-55942	85	18	optimize	optimize	VERB
eltls-55942	85	19	the	the	DET
eltls-55942	85	20	recommended	recommend	VERB
eltls-55942	85	21	path	path	NOUN
eltls-55942	85	22	based	base	VERB
eltls-55942	85	23	on	on	ADP
eltls-55942	85	24	students	student	NOUN
eltls-55942	85	25	’	'	PUNCT
eltls-55942	85	26	learning	learn	VERB
eltls-55942	85	27	progress	progress	NOUN
eltls-55942	85	28	and	and	CCONJ
eltls-55942	85	29	feedback	feedback	NOUN
eltls-55942	85	30	.	.	PUNCT
eltls-55942	86	1	control	control	NOUN
eltls-55942	86	2	group	group	PROPN
eltls-55942	86	3	tasks	task	NOUN
eltls-55942	86	4	:	:	PUNCT
eltls-55942	86	5	provide	provide	VERB
eltls-55942	86	6	the	the	DET
eltls-55942	86	7	same	same	ADJ
eltls-55942	86	8	tasks	task	NOUN
eltls-55942	86	9	,	,	PUNCT
eltls-55942	86	10	but	but	CCONJ
eltls-55942	86	11	do	do	AUX
eltls-55942	86	12	not	not	PART
eltls-55942	86	13	adjust	adjust	VERB
eltls-55942	86	14	them	they	PRON
eltls-55942	86	15	according	accord	VERB
eltls-55942	86	16	to	to	ADP
eltls-55942	86	17	students	student	NOUN
eltls-55942	86	18	’	'	PUNCT
eltls-55942	86	19	learning	learn	VERB
eltls-55942	86	20	progress	progress	NOUN
eltls-55942	86	21	.	.	PUNCT
eltls-55942	87	1	students	student	NOUN
eltls-55942	87	2	complete	complete	VERB
eltls-55942	87	3	the	the	DET
eltls-55942	87	4	tasks	task	NOUN
eltls-55942	87	5	according	accord	VERB
eltls-55942	87	6	to	to	ADP
eltls-55942	87	7	the	the	DET
eltls-55942	87	8	predetermined	predetermined	ADJ
eltls-55942	87	9	plan	plan	NOUN
eltls-55942	87	10	.	.	PUNCT
eltls-55942	88	1	4.3	4.3	NUM
eltls-55942	88	2	data	datum	NOUN
eltls-55942	88	3	analysis	analysis	NOUN
eltls-55942	88	4	in	in	ADP
eltls-55942	88	5	this	this	DET
eltls-55942	88	6	section	section	NOUN
eltls-55942	88	7	,	,	PUNCT
eltls-55942	88	8	the	the	DET
eltls-55942	88	9	experiment	experiment	NOUN
eltls-55942	88	10	analyzes	analyze	VERB
eltls-55942	88	11	the	the	DET
eltls-55942	88	12	experimental	experimental	ADJ
eltls-55942	88	13	data	datum	NOUN
eltls-55942	88	14	in	in	ADP
eltls-55942	88	15	detail	detail	NOUN
eltls-55942	88	16	through	through	ADP
eltls-55942	88	17	different	different	ADJ
eltls-55942	88	18	indicators	indicator	NOUN
eltls-55942	88	19	to	to	PART
eltls-55942	88	20	evaluate	evaluate	VERB
eltls-55942	88	21	the	the	DET
eltls-55942	88	22	effectiveness	effectiveness	NOUN
eltls-55942	88	23	of	of	ADP
eltls-55942	88	24	the	the	DET
eltls-55942	88	25	personalized	personalized	ADJ
eltls-55942	88	26	learning	learning	NOUN
eltls-55942	88	27	path	path	NOUN
eltls-55942	88	28	recommendation	recommendation	NOUN
eltls-55942	88	29	system	system	NOUN
eltls-55942	88	30	.	.	PUNCT
eltls-55942	89	1	specifically	specifically	ADV
eltls-55942	89	2	,	,	PUNCT
eltls-55942	89	3	several	several	ADJ
eltls-55942	89	4	key	key	ADJ
eltls-55942	89	5	indicators	indicator	NOUN
eltls-55942	89	6	are	be	AUX
eltls-55942	89	7	analyzed	analyze	VERB
eltls-55942	89	8	,	,	PUNCT
eltls-55942	89	9	including	include	VERB
eltls-55942	89	10	changes	change	NOUN
eltls-55942	89	11	in	in	ADP
eltls-55942	89	12	students	student	NOUN
eltls-55942	89	13	'	'	PART
eltls-55942	89	14	learning	learning	NOUN
eltls-55942	89	15	interests	interest	NOUN
eltls-55942	89	16	,	,	PUNCT
eltls-55942	89	17	learning	learn	VERB
eltls-55942	89	18	efficiency	efficiency	NOUN
eltls-55942	89	19	,	,	PUNCT
eltls-55942	89	20	frequency	frequency	NOUN
eltls-55942	89	21	of	of	ADP
eltls-55942	89	22	learning	learn	VERB
eltls-55942	89	23	path	path	NOUN
eltls-55942	89	24	recommendation	recommendation	NOUN
eltls-55942	89	25	adjustments	adjustment	NOUN
eltls-55942	89	26	,	,	PUNCT
eltls-55942	89	27	feedback	feedback	NOUN
eltls-55942	89	28	satisfaction	satisfaction	NOUN
eltls-55942	89	29	,	,	PUNCT
eltls-55942	89	30	and	and	CCONJ
eltls-55942	89	31	vocabulary	vocabulary	ADJ
eltls-55942	89	32	learning	learning	NOUN
eltls-55942	89	33	efficiency	efficiency	NOUN
eltls-55942	89	34	.	.	PUNCT
eltls-55942	90	1	figure	figure	NOUN
eltls-55942	90	2	1	1	NUM
eltls-55942	90	3	.	.	PUNCT
eltls-55942	91	1	learning	learn	VERB
eltls-55942	91	2	interest	interest	NOUN
eltls-55942	91	3	assessment	assessment	NOUN
eltls-55942	91	4	from	from	ADP
eltls-55942	91	5	the	the	DET
eltls-55942	91	6	perspective	perspective	NOUN
eltls-55942	91	7	of	of	ADP
eltls-55942	91	8	changes	change	NOUN
eltls-55942	91	9	in	in	ADP
eltls-55942	91	10	learning	learn	VERB
eltls-55942	91	11	interests	interest	NOUN
eltls-55942	91	12	,	,	PUNCT
eltls-55942	91	13	students	student	NOUN
eltls-55942	91	14	in	in	ADP
eltls-55942	91	15	the	the	DET
eltls-55942	91	16	experimental	experimental	ADJ
eltls-55942	91	17	group	group	NOUN
eltls-55942	91	18	generally	generally	ADV
eltls-55942	91	19	showed	show	VERB
eltls-55942	91	20	higher	high	ADJ
eltls-55942	91	21	interest	interest	NOUN
eltls-55942	91	22	change	change	NOUN
eltls-55942	91	23	scores	score	NOUN
eltls-55942	91	24	.	.	PUNCT
eltls-55942	92	1	all	all	DET
eltls-55942	92	2	students	student	NOUN
eltls-55942	92	3	in	in	ADP
eltls-55942	92	4	the	the	DET
eltls-55942	92	5	experimental	experimental	ADJ
eltls-55942	92	6	group	group	NOUN
eltls-55942	92	7	scored	score	VERB
eltls-55942	92	8	4	4	NUM
eltls-55942	92	9	points	point	NOUN
eltls-55942	92	10	or	or	CCONJ
eltls-55942	92	11	above	above	ADV
eltls-55942	92	12	,	,	PUNCT
eltls-55942	92	13	www.scholink.org/ojs/index.php/eltls	www.scholink.org/ojs/index.php/eltls	PRON
eltls-55942	92	14	english	english	ADJ
eltls-55942	92	15	language	language	NOUN
eltls-55942	92	16	teaching	teaching	NOUN
eltls-55942	92	17	and	and	CCONJ
eltls-55942	92	18	linguistics	linguistic	NOUN
eltls-55942	92	19	studies	study	NOUN
eltls-55942	92	20	vol	vol	NOUN
eltls-55942	92	21	.	.	PUNCT
eltls-55942	93	1	7	7	NUM
eltls-55942	93	2	,	,	PUNCT
eltls-55942	93	3	no	no	INTJ
eltls-55942	93	4	.	.	NOUN
eltls-55942	93	5	2	2	NUM
eltls-55942	93	6	,	,	PUNCT
eltls-55942	93	7	2025	2025	NUM
eltls-55942	93	8	published	publish	VERB
eltls-55942	93	9	by	by	ADP
eltls-55942	93	10	scholink	scholink	PROPN
eltls-55942	93	11	inc	inc	PROPN
eltls-55942	93	12	.	.	PROPN
eltls-55942	93	13	57	57	NUM
eltls-55942	93	14	indicating	indicate	VERB
eltls-55942	93	15	that	that	SCONJ
eltls-55942	93	16	the	the	DET
eltls-55942	93	17	personalized	personalized	ADJ
eltls-55942	93	18	recommendation	recommendation	NOUN
eltls-55942	93	19	system	system	NOUN
eltls-55942	93	20	significantly	significantly	ADV
eltls-55942	93	21	improved	improve	VERB
eltls-55942	93	22	students	student	NOUN
eltls-55942	93	23	’	’	PART
eltls-55942	93	24	interest	interest	NOUN
eltls-55942	93	25	in	in	ADP
eltls-55942	93	26	learning	learn	VERB
eltls-55942	93	27	english	english	PROPN
eltls-55942	93	28	.	.	PUNCT
eltls-55942	94	1	this	this	PRON
eltls-55942	94	2	is	be	AUX
eltls-55942	94	3	closely	closely	ADV
eltls-55942	94	4	related	relate	VERB
eltls-55942	94	5	to	to	ADP
eltls-55942	94	6	the	the	DET
eltls-55942	94	7	enhanced	enhanced	ADJ
eltls-55942	94	8	learning	learning	NOUN
eltls-55942	94	9	motivation	motivation	NOUN
eltls-55942	94	10	and	and	CCONJ
eltls-55942	94	11	improved	improve	VERB
eltls-55942	94	12	learning	learning	NOUN
eltls-55942	94	13	participation	participation	NOUN
eltls-55942	94	14	of	of	ADP
eltls-55942	94	15	the	the	DET
eltls-55942	94	16	experimental	experimental	ADJ
eltls-55942	94	17	group	group	NOUN
eltls-55942	94	18	.	.	PUNCT
eltls-55942	95	1	in	in	ADP
eltls-55942	95	2	contrast	contrast	NOUN
eltls-55942	95	3	,	,	PUNCT
eltls-55942	95	4	the	the	DET
eltls-55942	95	5	scores	score	NOUN
eltls-55942	95	6	of	of	ADP
eltls-55942	95	7	learning	learn	VERB
eltls-55942	95	8	interest	interest	NOUN
eltls-55942	95	9	changes	change	NOUN
eltls-55942	95	10	of	of	ADP
eltls-55942	95	11	students	student	NOUN
eltls-55942	95	12	in	in	ADP
eltls-55942	95	13	the	the	DET
eltls-55942	95	14	control	control	NOUN
eltls-55942	95	15	group	group	NOUN
eltls-55942	95	16	were	be	AUX
eltls-55942	95	17	lower	low	ADJ
eltls-55942	95	18	,	,	PUNCT
eltls-55942	95	19	generally	generally	ADV
eltls-55942	95	20	3	3	NUM
eltls-55942	95	21	points	point	NOUN
eltls-55942	95	22	,	,	PUNCT
eltls-55942	95	23	which	which	PRON
eltls-55942	95	24	shows	show	VERB
eltls-55942	95	25	that	that	SCONJ
eltls-55942	95	26	under	under	ADP
eltls-55942	95	27	the	the	DET
eltls-55942	95	28	traditional	traditional	ADJ
eltls-55942	95	29	teaching	teaching	NOUN
eltls-55942	95	30	model	model	NOUN
eltls-55942	95	31	,	,	PUNCT
eltls-55942	95	32	students	student	NOUN
eltls-55942	95	33	'	'	PART
eltls-55942	95	34	interest	interest	NOUN
eltls-55942	95	35	changes	change	NOUN
eltls-55942	95	36	are	be	AUX
eltls-55942	95	37	relatively	relatively	ADV
eltls-55942	95	38	limited	limited	ADJ
eltls-55942	95	39	.	.	PUNCT
eltls-55942	96	1	regarding	regard	VERB
eltls-55942	96	2	satisfaction	satisfaction	NOUN
eltls-55942	96	3	with	with	ADP
eltls-55942	96	4	the	the	DET
eltls-55942	96	5	recommendation	recommendation	NOUN
eltls-55942	96	6	system	system	NOUN
eltls-55942	96	7	,	,	PUNCT
eltls-55942	96	8	students	student	NOUN
eltls-55942	96	9	in	in	ADP
eltls-55942	96	10	the	the	DET
eltls-55942	96	11	experimental	experimental	ADJ
eltls-55942	96	12	group	group	NOUN
eltls-55942	96	13	gave	give	VERB
eltls-55942	96	14	the	the	DET
eltls-55942	96	15	highest	high	ADJ
eltls-55942	96	16	rating	rating	NOUN
eltls-55942	96	17	(	(	PUNCT
eltls-55942	96	18	5	5	NUM
eltls-55942	96	19	points	point	NOUN
eltls-55942	96	20	)	)	PUNCT
eltls-55942	96	21	.	.	PUNCT
eltls-55942	97	1	this	this	DET
eltls-55942	97	2	result	result	NOUN
eltls-55942	97	3	shows	show	VERB
eltls-55942	97	4	that	that	SCONJ
eltls-55942	97	5	the	the	DET
eltls-55942	97	6	personalized	personalized	ADJ
eltls-55942	97	7	recommendation	recommendation	NOUN
eltls-55942	97	8	system	system	NOUN
eltls-55942	97	9	supported	support	VERB
eltls-55942	97	10	by	by	ADP
eltls-55942	97	11	large	large	ADJ
eltls-55942	97	12	models	model	NOUN
eltls-55942	97	13	and	and	CCONJ
eltls-55942	97	14	multimodal	multimodal	NOUN
eltls-55942	97	15	technology	technology	NOUN
eltls-55942	97	16	meets	meet	VERB
eltls-55942	97	17	students	student	NOUN
eltls-55942	97	18	'	'	PART
eltls-55942	97	19	needs	need	NOUN
eltls-55942	97	20	for	for	ADP
eltls-55942	97	21	learning	learn	VERB
eltls-55942	97	22	support	support	NOUN
eltls-55942	97	23	,	,	PUNCT
eltls-55942	97	24	and	and	CCONJ
eltls-55942	97	25	students	student	NOUN
eltls-55942	97	26	show	show	VERB
eltls-55942	97	27	high	high	ADJ
eltls-55942	97	28	recognition	recognition	NOUN
eltls-55942	97	29	of	of	ADP
eltls-55942	97	30	its	its	PRON
eltls-55942	97	31	functions	function	NOUN
eltls-55942	97	32	.	.	PUNCT
eltls-55942	98	1	the	the	DET
eltls-55942	98	2	satisfaction	satisfaction	NOUN
eltls-55942	98	3	scores	score	NOUN
eltls-55942	98	4	of	of	ADP
eltls-55942	98	5	students	student	NOUN
eltls-55942	98	6	in	in	ADP
eltls-55942	98	7	the	the	DET
eltls-55942	98	8	control	control	NOUN
eltls-55942	98	9	group	group	NOUN
eltls-55942	98	10	were	be	AUX
eltls-55942	98	11	generally	generally	ADV
eltls-55942	98	12	low	low	ADJ
eltls-55942	98	13	(	(	PUNCT
eltls-55942	98	14	3	3	NUM
eltls-55942	98	15	points	point	NOUN
eltls-55942	98	16	)	)	PUNCT
eltls-55942	98	17	,	,	PUNCT
eltls-55942	98	18	indicating	indicate	VERB
eltls-55942	98	19	that	that	SCONJ
eltls-55942	98	20	traditional	traditional	ADJ
eltls-55942	98	21	teaching	teaching	NOUN
eltls-55942	98	22	methods	method	NOUN
eltls-55942	98	23	failed	fail	VERB
eltls-55942	98	24	to	to	PART
eltls-55942	98	25	effectively	effectively	ADV
eltls-55942	98	26	stimulate	stimulate	VERB
eltls-55942	98	27	students	student	NOUN
eltls-55942	98	28	'	'	PART
eltls-55942	98	29	enthusiasm	enthusiasm	NOUN
eltls-55942	98	30	and	and	CCONJ
eltls-55942	98	31	meet	meet	VERB
eltls-55942	98	32	their	their	PRON
eltls-55942	98	33	personalized	personalize	VERB
eltls-55942	98	34	needs	need	NOUN
eltls-55942	98	35	.	.	PUNCT
eltls-55942	99	1	in	in	ADP
eltls-55942	99	2	terms	term	NOUN
eltls-55942	99	3	of	of	ADP
eltls-55942	99	4	participation	participation	NOUN
eltls-55942	99	5	in	in	ADP
eltls-55942	99	6	learning	learn	VERB
eltls-55942	99	7	content	content	NOUN
eltls-55942	99	8	,	,	PUNCT
eltls-55942	99	9	students	student	NOUN
eltls-55942	99	10	in	in	ADP
eltls-55942	99	11	the	the	DET
eltls-55942	99	12	experimental	experimental	ADJ
eltls-55942	99	13	group	group	NOUN
eltls-55942	99	14	also	also	ADV
eltls-55942	99	15	scored	score	VERB
eltls-55942	99	16	high	high	ADJ
eltls-55942	99	17	(	(	PUNCT
eltls-55942	99	18	4	4	NUM
eltls-55942	99	19	points	point	NOUN
eltls-55942	99	20	and	and	CCONJ
eltls-55942	99	21	5	5	NUM
eltls-55942	99	22	points	point	NOUN
eltls-55942	99	23	)	)	PUNCT
eltls-55942	99	24	,	,	PUNCT
eltls-55942	99	25	which	which	PRON
eltls-55942	99	26	shows	show	VERB
eltls-55942	99	27	that	that	SCONJ
eltls-55942	99	28	the	the	DET
eltls-55942	99	29	personalized	personalized	ADJ
eltls-55942	99	30	recommendation	recommendation	NOUN
eltls-55942	99	31	system	system	NOUN
eltls-55942	99	32	not	not	PART
eltls-55942	99	33	only	only	ADV
eltls-55942	99	34	improves	improve	VERB
eltls-55942	99	35	students	student	NOUN
eltls-55942	99	36	'	'	PART
eltls-55942	99	37	interest	interest	NOUN
eltls-55942	99	38	,	,	PUNCT
eltls-55942	99	39	as	as	SCONJ
eltls-55942	99	40	shown	show	VERB
eltls-55942	99	41	in	in	ADP
eltls-55942	99	42	figure	figure	NOUN
eltls-55942	99	43	1	1	NUM
eltls-55942	99	44	.	.	PUNCT
eltls-55942	99	45	figure	figure	NOUN
eltls-55942	99	46	2	2	NUM
eltls-55942	99	47	.	.	PUNCT
eltls-55942	99	48	learning	learn	VERB
eltls-55942	99	49	efficiency	efficiency	NOUN
eltls-55942	99	50	evaluation	evaluation	NOUN
eltls-55942	99	51	(	(	PUNCT
eltls-55942	99	52	learning	learn	VERB
eltls-55942	99	53	time	time	NOUN
eltls-55942	99	54	and	and	CCONJ
eltls-55942	99	55	task	task	NOUN
eltls-55942	99	56	completion	completion	NOUN
eltls-55942	99	57	)	)	PUNCT
eltls-55942	99	58	according	accord	VERB
eltls-55942	99	59	to	to	ADP
eltls-55942	99	60	the	the	DET
eltls-55942	99	61	experimental	experimental	ADJ
eltls-55942	99	62	data	datum	NOUN
eltls-55942	99	63	table	table	NOUN
eltls-55942	99	64	in	in	ADP
eltls-55942	99	65	figure	figure	NOUN
eltls-55942	99	66	2	2	NUM
eltls-55942	99	67	,	,	PUNCT
eltls-55942	99	68	the	the	DET
eltls-55942	99	69	analysis	analysis	NOUN
eltls-55942	99	70	results	result	NOUN
eltls-55942	99	71	are	be	AUX
eltls-55942	99	72	as	as	SCONJ
eltls-55942	99	73	follows	follow	VERB
eltls-55942	99	74	:	:	PUNCT
eltls-55942	99	75	regarding	regard	VERB
eltls-55942	99	76	daily	daily	ADJ
eltls-55942	99	77	study	study	NOUN
eltls-55942	99	78	time	time	NOUN
eltls-55942	99	79	,	,	PUNCT
eltls-55942	99	80	students	student	NOUN
eltls-55942	99	81	in	in	ADP
eltls-55942	99	82	the	the	DET
eltls-55942	99	83	experimental	experimental	ADJ
eltls-55942	99	84	group	group	NOUN
eltls-55942	99	85	generally	generally	ADV
eltls-55942	99	86	spent	spend	VERB
eltls-55942	99	87	more	more	ADJ
eltls-55942	99	88	time	time	NOUN
eltls-55942	99	89	on	on	ADP
eltls-55942	99	90	study	study	NOUN
eltls-55942	99	91	,	,	PUNCT
eltls-55942	99	92	with	with	ADP
eltls-55942	99	93	an	an	DET
eltls-55942	99	94	average	average	ADJ
eltls-55942	99	95	study	study	NOUN
eltls-55942	99	96	time	time	NOUN
eltls-55942	99	97	of	of	ADP
eltls-55942	99	98	2	2	NUM
eltls-55942	99	99	to	to	PART
eltls-55942	99	100	3	3	NUM
eltls-55942	99	101	hours	hour	NOUN
eltls-55942	99	102	,	,	PUNCT
eltls-55942	99	103	while	while	SCONJ
eltls-55942	99	104	students	student	NOUN
eltls-55942	99	105	in	in	ADP
eltls-55942	99	106	the	the	DET
eltls-55942	99	107	control	control	NOUN
eltls-55942	99	108	group	group	NOUN
eltls-55942	99	109	generally	generally	ADV
eltls-55942	99	110	spent	spend	VERB
eltls-55942	99	111	2	2	NUM
eltls-55942	99	112	hours	hour	NOUN
eltls-55942	99	113	on	on	ADP
eltls-55942	99	114	study	study	NOUN
eltls-55942	99	115	per	per	ADP
eltls-55942	99	116	day	day	NOUN
eltls-55942	99	117	.	.	PUNCT
eltls-55942	100	1	this	this	PRON
eltls-55942	100	2	shows	show	VERB
eltls-55942	100	3	that	that	SCONJ
eltls-55942	100	4	the	the	DET
eltls-55942	100	5	experimental	experimental	ADJ
eltls-55942	100	6	group	group	NOUN
eltls-55942	100	7	may	may	AUX
eltls-55942	100	8	have	have	AUX
eltls-55942	100	9	stimulated	stimulate	VERB
eltls-55942	100	10	students	student	NOUN
eltls-55942	100	11	'	'	PART
eltls-55942	100	12	learning	learn	VERB
eltls-55942	100	13	enthusiasm	enthusiasm	NOUN
eltls-55942	100	14	through	through	ADP
eltls-55942	100	15	the	the	DET
eltls-55942	100	16	support	support	NOUN
eltls-55942	100	17	of	of	ADP
eltls-55942	100	18	the	the	DET
eltls-55942	100	19	personalized	personalized	ADJ
eltls-55942	100	20	recommendation	recommendation	NOUN
eltls-55942	100	21	system	system	NOUN
eltls-55942	100	22	,	,	PUNCT
eltls-55942	100	23	prompting	prompt	VERB
eltls-55942	100	24	them	they	PRON
eltls-55942	100	25	to	to	PART
eltls-55942	100	26	spend	spend	VERB
eltls-55942	100	27	more	more	ADJ
eltls-55942	100	28	time	time	NOUN
eltls-55942	100	29	on	on	ADP
eltls-55942	100	30	study	study	NOUN
eltls-55942	100	31	,	,	PUNCT
eltls-55942	100	32	thereby	thereby	ADV
eltls-55942	100	33	improving	improve	VERB
eltls-55942	100	34	learning	learn	VERB
eltls-55942	100	35	efficiency	efficiency	NOUN
eltls-55942	100	36	.	.	PUNCT
eltls-55942	101	1	in	in	ADP
eltls-55942	101	2	terms	term	NOUN
eltls-55942	101	3	of	of	ADP
eltls-55942	101	4	weekly	weekly	ADJ
eltls-55942	101	5	task	task	NOUN
eltls-55942	101	6	completion	completion	NOUN
eltls-55942	101	7	,	,	PUNCT
eltls-55942	101	8	the	the	DET
eltls-55942	101	9	www.scholink.org/ojs/index.php/eltls	www.scholink.org/ojs/index.php/eltls	ADJ
eltls-55942	101	10	english	english	ADJ
eltls-55942	101	11	language	language	NOUN
eltls-55942	101	12	teaching	teaching	NOUN
eltls-55942	101	13	and	and	CCONJ
eltls-55942	101	14	linguistics	linguistic	NOUN
eltls-55942	101	15	studies	study	NOUN
eltls-55942	101	16	vol	vol	NOUN
eltls-55942	101	17	.	.	PUNCT
eltls-55942	102	1	7	7	NUM
eltls-55942	102	2	,	,	PUNCT
eltls-55942	102	3	no	no	INTJ
eltls-55942	102	4	.	.	NOUN
eltls-55942	102	5	2	2	NUM
eltls-55942	102	6	,	,	PUNCT
eltls-55942	102	7	2025	2025	NUM
eltls-55942	102	8	published	publish	VERB
eltls-55942	102	9	by	by	ADP
eltls-55942	102	10	scholink	scholink	PROPN
eltls-55942	102	11	inc	inc	PROPN
eltls-55942	102	12	.	.	PROPN
eltls-55942	102	13	58	58	NUM
eltls-55942	102	14	experimental	experimental	ADJ
eltls-55942	102	15	group	group	NOUN
eltls-55942	102	16	completed	complete	VERB
eltls-55942	102	17	significantly	significantly	ADV
eltls-55942	102	18	more	more	ADJ
eltls-55942	102	19	tasks	task	NOUN
eltls-55942	102	20	than	than	ADP
eltls-55942	102	21	the	the	DET
eltls-55942	102	22	control	control	NOUN
eltls-55942	102	23	group	group	NOUN
eltls-55942	102	24	.	.	PUNCT
eltls-55942	103	1	the	the	DET
eltls-55942	103	2	weekly	weekly	ADJ
eltls-55942	103	3	task	task	NOUN
eltls-55942	103	4	completion	completion	NOUN
eltls-55942	103	5	of	of	ADP
eltls-55942	103	6	students	student	NOUN
eltls-55942	103	7	in	in	ADP
eltls-55942	103	8	the	the	DET
eltls-55942	103	9	experimental	experimental	ADJ
eltls-55942	103	10	group	group	NOUN
eltls-55942	103	11	was	be	AUX
eltls-55942	103	12	generally	generally	ADV
eltls-55942	103	13	14	14	NUM
eltls-55942	103	14	or	or	CCONJ
eltls-55942	103	15	more	more	ADJ
eltls-55942	103	16	,	,	PUNCT
eltls-55942	103	17	while	while	SCONJ
eltls-55942	103	18	that	that	PRON
eltls-55942	103	19	of	of	ADP
eltls-55942	103	20	students	student	NOUN
eltls-55942	103	21	in	in	ADP
eltls-55942	103	22	the	the	DET
eltls-55942	103	23	control	control	NOUN
eltls-55942	103	24	group	group	NOUN
eltls-55942	103	25	was	be	AUX
eltls-55942	103	26	lower	low	ADJ
eltls-55942	103	27	,	,	PUNCT
eltls-55942	103	28	generally	generally	ADV
eltls-55942	103	29	between	between	ADP
eltls-55942	103	30	8	8	NUM
eltls-55942	103	31	and	and	CCONJ
eltls-55942	103	32	10	10	NUM
eltls-55942	103	33	.	.	PUNCT
eltls-55942	104	1	this	this	DET
eltls-55942	104	2	difference	difference	NOUN
eltls-55942	104	3	shows	show	VERB
eltls-55942	104	4	that	that	SCONJ
eltls-55942	104	5	with	with	ADP
eltls-55942	104	6	the	the	DET
eltls-55942	104	7	help	help	NOUN
eltls-55942	104	8	of	of	ADP
eltls-55942	104	9	the	the	DET
eltls-55942	104	10	personalized	personalized	ADJ
eltls-55942	104	11	recommendation	recommendation	NOUN
eltls-55942	104	12	system	system	NOUN
eltls-55942	104	13	,	,	PUNCT
eltls-55942	104	14	the	the	DET
eltls-55942	104	15	experimental	experimental	ADJ
eltls-55942	104	16	group	group	NOUN
eltls-55942	104	17	can	can	AUX
eltls-55942	104	18	complete	complete	VERB
eltls-55942	104	19	tasks	task	NOUN
eltls-55942	104	20	more	more	ADV
eltls-55942	104	21	efficiently	efficiently	ADV
eltls-55942	104	22	and	and	CCONJ
eltls-55942	104	23	maintain	maintain	VERB
eltls-55942	104	24	a	a	DET
eltls-55942	104	25	higher	high	ADJ
eltls-55942	104	26	learning	learning	NOUN
eltls-55942	104	27	progress	progress	NOUN
eltls-55942	104	28	.	.	PUNCT
eltls-55942	105	1	in	in	ADP
eltls-55942	105	2	terms	term	NOUN
eltls-55942	105	3	of	of	ADP
eltls-55942	105	4	learning	learn	VERB
eltls-55942	105	5	progress	progress	NOUN
eltls-55942	105	6	(	(	PUNCT
eltls-55942	105	7	task	task	NOUN
eltls-55942	105	8	completion	completion	NOUN
eltls-55942	105	9	)	)	PUNCT
eltls-55942	105	10	,	,	PUNCT
eltls-55942	105	11	the	the	DET
eltls-55942	105	12	experimental	experimental	ADJ
eltls-55942	105	13	group	group	NOUN
eltls-55942	105	14	's	's	PART
eltls-55942	105	15	learning	learn	VERB
eltls-55942	105	16	progress	progress	NOUN
eltls-55942	105	17	was	be	AUX
eltls-55942	105	18	generally	generally	ADV
eltls-55942	105	19	high	high	ADJ
eltls-55942	105	20	,	,	PUNCT
eltls-55942	105	21	with	with	ADP
eltls-55942	105	22	a	a	DET
eltls-55942	105	23	task	task	NOUN
eltls-55942	105	24	completion	completion	NOUN
eltls-55942	105	25	rate	rate	NOUN
eltls-55942	105	26	of	of	ADP
eltls-55942	105	27	more	more	ADJ
eltls-55942	105	28	than	than	ADP
eltls-55942	105	29	92	92	NUM
eltls-55942	105	30	%	%	NOUN
eltls-55942	105	31	,	,	PUNCT
eltls-55942	105	32	and	and	CCONJ
eltls-55942	105	33	some	some	DET
eltls-55942	105	34	students	student	NOUN
eltls-55942	105	35	even	even	ADV
eltls-55942	105	36	reached	reach	VERB
eltls-55942	105	37	95	95	NUM
eltls-55942	105	38	%	%	NOUN
eltls-55942	105	39	and	and	CCONJ
eltls-55942	105	40	98	98	NUM
eltls-55942	105	41	%	%	NOUN
eltls-55942	105	42	.	.	PUNCT
eltls-55942	106	1	in	in	ADP
eltls-55942	106	2	contrast	contrast	NOUN
eltls-55942	106	3	,	,	PUNCT
eltls-55942	106	4	the	the	DET
eltls-55942	106	5	task	task	NOUN
eltls-55942	106	6	completion	completion	NOUN
eltls-55942	106	7	rate	rate	NOUN
eltls-55942	106	8	of	of	ADP
eltls-55942	106	9	students	student	NOUN
eltls-55942	106	10	in	in	ADP
eltls-55942	106	11	the	the	DET
eltls-55942	106	12	control	control	NOUN
eltls-55942	106	13	group	group	NOUN
eltls-55942	106	14	was	be	AUX
eltls-55942	106	15	low	low	ADJ
eltls-55942	106	16	,	,	PUNCT
eltls-55942	106	17	generally	generally	ADV
eltls-55942	106	18	only	only	ADV
eltls-55942	106	19	70	70	NUM
eltls-55942	106	20	%	%	NOUN
eltls-55942	106	21	to	to	PART
eltls-55942	106	22	80	80	NUM
eltls-55942	106	23	%	%	NOUN
eltls-55942	106	24	,	,	PUNCT
eltls-55942	106	25	indicating	indicate	VERB
eltls-55942	106	26	that	that	SCONJ
eltls-55942	106	27	students	student	NOUN
eltls-55942	106	28	'	'	PART
eltls-55942	106	29	learning	learn	VERB
eltls-55942	106	30	progress	progress	NOUN
eltls-55942	106	31	was	be	AUX
eltls-55942	106	32	slow	slow	ADJ
eltls-55942	106	33	under	under	ADP
eltls-55942	106	34	the	the	DET
eltls-55942	106	35	traditional	traditional	ADJ
eltls-55942	106	36	teaching	teaching	NOUN
eltls-55942	106	37	model	model	NOUN
eltls-55942	106	38	and	and	CCONJ
eltls-55942	106	39	it	it	PRON
eltls-55942	106	40	was	be	AUX
eltls-55942	106	41	difficult	difficult	ADJ
eltls-55942	106	42	to	to	PART
eltls-55942	106	43	achieve	achieve	VERB
eltls-55942	106	44	the	the	DET
eltls-55942	106	45	learning	learning	NOUN
eltls-55942	106	46	efficiency	efficiency	NOUN
eltls-55942	106	47	and	and	CCONJ
eltls-55942	106	48	progress	progress	NOUN
eltls-55942	106	49	of	of	ADP
eltls-55942	106	50	the	the	DET
eltls-55942	106	51	experimental	experimental	ADJ
eltls-55942	106	52	group	group	NOUN
eltls-55942	106	53	.	.	PUNCT
eltls-55942	107	1	table	table	NOUN
eltls-55942	107	2	1	1	NUM
eltls-55942	107	3	.	.	PUNCT
eltls-55942	107	4	frequency	frequency	NOUN
eltls-55942	107	5	of	of	ADP
eltls-55942	107	6	adjustment	adjustment	NOUN
eltls-55942	107	7	of	of	ADP
eltls-55942	107	8	learning	learn	VERB
eltls-55942	107	9	path	path	NOUN
eltls-55942	107	10	recommendations	recommendation	NOUN
eltls-55942	107	11	and	and	CCONJ
eltls-55942	107	12	student	student	NOUN
eltls-55942	107	13	feedback	feedback	NOUN
eltls-55942	107	14	student	student	NOUN
eltls-55942	107	15	i	i	PROPN
eltls-55942	107	16	d	d	PROPN
eltls-55942	107	17	group	group	NOUN
eltls-55942	107	18	number	number	NOUN
eltls-55942	107	19	of	of	ADP
eltls-55942	107	20	recommendation	recommendation	NOUN
eltls-55942	107	21	path	path	NOUN
eltls-55942	107	22	adjustments	adjustment	NOUN
eltls-55942	107	23	feedback	feedback	NOUN
eltls-55942	107	24	satisfaction	satisfaction	NOUN
eltls-55942	107	25	(	(	PUNCT
eltls-55942	107	26	1	1	NUM
eltls-55942	107	27	-	-	SYM
eltls-55942	107	28	5	5	NUM
eltls-55942	107	29	)	)	PUNCT
eltls-55942	107	30	relevance	relevance	NOUN
eltls-55942	107	31	of	of	ADP
eltls-55942	107	32	recommended	recommend	VERB
eltls-55942	107	33	content	content	NOUN
eltls-55942	107	34	(	(	PUNCT
eltls-55942	107	35	1	1	NUM
eltls-55942	107	36	-	-	SYM
eltls-55942	107	37	5	5	NUM
eltls-55942	107	38	)	)	PUNCT
eltls-55942	107	39	difficulty	difficulty	NOUN
eltls-55942	107	40	adaptability	adaptability	NOUN
eltls-55942	107	41	of	of	ADP
eltls-55942	107	42	recommendations	recommendation	NOUN
eltls-55942	107	43	(	(	PUNCT
eltls-55942	107	44	1	1	NUM
eltls-55942	107	45	-	-	SYM
eltls-55942	107	46	5	5	NUM
eltls-55942	107	47	)	)	PUNCT
eltls-55942	107	48	1	1	NUM
eltls-55942	107	49	experimental	experimental	ADJ
eltls-55942	107	50	group	group	NOUN
eltls-55942	107	51	12	12	NUM
eltls-55942	107	52	5	5	NUM
eltls-55942	107	53	5	5	NUM
eltls-55942	107	54	5	5	NUM
eltls-55942	107	55	2	2	NUM
eltls-55942	107	56	experimental	experimental	ADJ
eltls-55942	107	57	group	group	NOUN
eltls-55942	107	58	10	10	NUM
eltls-55942	107	59	4	4	NUM
eltls-55942	107	60	4	4	NUM
eltls-55942	107	61	5	5	NUM
eltls-55942	107	62	3	3	NUM
eltls-55942	107	63	control	control	NOUN
eltls-55942	107	64	group	group	NOUN
eltls-55942	107	65	0	0	NUM
eltls-55942	107	66	3	3	NUM
eltls-55942	107	67	3	3	NUM
eltls-55942	107	68	3	3	NUM
eltls-55942	107	69	4	4	NUM
eltls-55942	107	70	control	control	NOUN
eltls-55942	107	71	group	group	NOUN
eltls-55942	107	72	0	0	NUM
eltls-55942	107	73	3	3	NUM
eltls-55942	107	74	3	3	NUM
eltls-55942	107	75	3	3	NUM
eltls-55942	107	76	5	5	NUM
eltls-55942	107	77	experimental	experimental	ADJ
eltls-55942	107	78	group	group	NOUN
eltls-55942	107	79	15	15	NUM
eltls-55942	107	80	5	5	NUM
eltls-55942	107	81	5	5	NUM
eltls-55942	107	82	5	5	NUM
eltls-55942	107	83	the	the	DET
eltls-55942	107	84	number	number	NOUN
eltls-55942	107	85	of	of	ADP
eltls-55942	107	86	times	time	NOUN
eltls-55942	107	87	the	the	DET
eltls-55942	107	88	recommended	recommend	VERB
eltls-55942	107	89	path	path	NOUN
eltls-55942	107	90	was	be	AUX
eltls-55942	107	91	adjusted	adjust	VERB
eltls-55942	107	92	,	,	PUNCT
eltls-55942	107	93	the	the	DET
eltls-55942	107	94	number	number	NOUN
eltls-55942	107	95	of	of	ADP
eltls-55942	107	96	times	time	NOUN
eltls-55942	107	97	the	the	DET
eltls-55942	107	98	recommended	recommend	VERB
eltls-55942	107	99	path	path	NOUN
eltls-55942	107	100	was	be	AUX
eltls-55942	107	101	adjusted	adjust	VERB
eltls-55942	107	102	by	by	ADP
eltls-55942	107	103	the	the	DET
eltls-55942	107	104	students	student	NOUN
eltls-55942	107	105	in	in	ADP
eltls-55942	107	106	the	the	DET
eltls-55942	107	107	experimental	experimental	ADJ
eltls-55942	107	108	group	group	NOUN
eltls-55942	107	109	was	be	AUX
eltls-55942	107	110	relatively	relatively	ADV
eltls-55942	107	111	frequent	frequent	ADJ
eltls-55942	107	112	,	,	PUNCT
eltls-55942	107	113	with	with	ADP
eltls-55942	107	114	an	an	DET
eltls-55942	107	115	average	average	NOUN
eltls-55942	107	116	of	of	ADP
eltls-55942	107	117	10	10	NUM
eltls-55942	107	118	to	to	PART
eltls-55942	107	119	15	15	NUM
eltls-55942	107	120	times	time	NOUN
eltls-55942	107	121	,	,	PUNCT
eltls-55942	107	122	while	while	SCONJ
eltls-55942	107	123	the	the	DET
eltls-55942	107	124	number	number	NOUN
eltls-55942	107	125	of	of	ADP
eltls-55942	107	126	times	time	NOUN
eltls-55942	107	127	the	the	DET
eltls-55942	107	128	adjustment	adjustment	NOUN
eltls-55942	107	129	was	be	AUX
eltls-55942	107	130	0	0	NUM
eltls-55942	107	131	for	for	ADP
eltls-55942	107	132	the	the	DET
eltls-55942	107	133	students	student	NOUN
eltls-55942	107	134	in	in	ADP
eltls-55942	107	135	the	the	DET
eltls-55942	107	136	control	control	NOUN
eltls-55942	107	137	group	group	NOUN
eltls-55942	107	138	.	.	PUNCT
eltls-55942	108	1	this	this	PRON
eltls-55942	108	2	shows	show	VERB
eltls-55942	108	3	that	that	SCONJ
eltls-55942	108	4	the	the	DET
eltls-55942	108	5	personalized	personalized	ADJ
eltls-55942	108	6	recommendation	recommendation	NOUN
eltls-55942	108	7	system	system	NOUN
eltls-55942	108	8	of	of	ADP
eltls-55942	108	9	the	the	DET
eltls-55942	108	10	experimental	experimental	ADJ
eltls-55942	108	11	group	group	NOUN
eltls-55942	108	12	can	can	AUX
eltls-55942	108	13	dynamically	dynamically	ADV
eltls-55942	108	14	adjust	adjust	VERB
eltls-55942	108	15	the	the	DET
eltls-55942	108	16	learning	learning	NOUN
eltls-55942	108	17	path	path	NOUN
eltls-55942	108	18	according	accord	VERB
eltls-55942	108	19	to	to	ADP
eltls-55942	108	20	the	the	DET
eltls-55942	108	21	students	student	NOUN
eltls-55942	108	22	'	'	PART
eltls-55942	108	23	learning	learn	VERB
eltls-55942	108	24	progress	progress	NOUN
eltls-55942	108	25	and	and	CCONJ
eltls-55942	108	26	needs	need	NOUN
eltls-55942	108	27	,	,	PUNCT
eltls-55942	108	28	providing	provide	VERB
eltls-55942	108	29	students	student	NOUN
eltls-55942	108	30	with	with	ADP
eltls-55942	108	31	a	a	DET
eltls-55942	108	32	more	more	ADV
eltls-55942	108	33	personalized	personalized	ADJ
eltls-55942	108	34	learning	learning	NOUN
eltls-55942	108	35	experience	experience	NOUN
eltls-55942	108	36	.	.	PUNCT
eltls-55942	109	1	the	the	DET
eltls-55942	109	2	control	control	NOUN
eltls-55942	109	3	group	group	NOUN
eltls-55942	109	4	did	do	AUX
eltls-55942	109	5	not	not	PART
eltls-55942	109	6	make	make	VERB
eltls-55942	109	7	any	any	DET
eltls-55942	109	8	path	path	NOUN
eltls-55942	109	9	adjustments	adjustment	NOUN
eltls-55942	109	10	,	,	PUNCT
eltls-55942	109	11	which	which	PRON
eltls-55942	109	12	may	may	AUX
eltls-55942	109	13	be	be	AUX
eltls-55942	109	14	due	due	ADJ
eltls-55942	109	15	to	to	ADP
eltls-55942	109	16	the	the	DET
eltls-55942	109	17	fixed	fix	VERB
eltls-55942	109	18	mode	mode	NOUN
eltls-55942	109	19	of	of	ADP
eltls-55942	109	20	the	the	DET
eltls-55942	109	21	traditional	traditional	ADJ
eltls-55942	109	22	teaching	teaching	NOUN
eltls-55942	109	23	method	method	NOUN
eltls-55942	109	24	,	,	PUNCT
eltls-55942	109	25	which	which	PRON
eltls-55942	109	26	failed	fail	VERB
eltls-55942	109	27	to	to	PART
eltls-55942	109	28	make	make	VERB
eltls-55942	109	29	flexible	flexible	ADJ
eltls-55942	109	30	adjustments	adjustment	NOUN
eltls-55942	109	31	according	accord	VERB
eltls-55942	109	32	to	to	ADP
eltls-55942	109	33	the	the	DET
eltls-55942	109	34	actual	actual	ADJ
eltls-55942	109	35	needs	need	NOUN
eltls-55942	109	36	of	of	ADP
eltls-55942	109	37	the	the	DET
eltls-55942	109	38	students	student	NOUN
eltls-55942	109	39	.	.	PUNCT
eltls-55942	110	1	in	in	ADP
eltls-55942	110	2	terms	term	NOUN
eltls-55942	110	3	of	of	ADP
eltls-55942	110	4	satisfaction	satisfaction	NOUN
eltls-55942	110	5	with	with	ADP
eltls-55942	110	6	the	the	DET
eltls-55942	110	7	adjustment	adjustment	NOUN
eltls-55942	110	8	feedback	feedback	NOUN
eltls-55942	110	9	,	,	PUNCT
eltls-55942	110	10	the	the	DET
eltls-55942	110	11	students	student	NOUN
eltls-55942	110	12	in	in	ADP
eltls-55942	110	13	the	the	DET
eltls-55942	110	14	experimental	experimental	ADJ
eltls-55942	110	15	group	group	NOUN
eltls-55942	110	16	were	be	AUX
eltls-55942	110	17	generally	generally	ADV
eltls-55942	110	18	satisfied	satisfied	ADJ
eltls-55942	110	19	,	,	PUNCT
eltls-55942	110	20	with	with	ADP
eltls-55942	110	21	a	a	DET
eltls-55942	110	22	score	score	NOUN
eltls-55942	110	23	of	of	ADP
eltls-55942	110	24	4	4	NUM
eltls-55942	110	25	to	to	PART
eltls-55942	110	26	5	5	NUM
eltls-55942	110	27	points	point	NOUN
eltls-55942	110	28	,	,	PUNCT
eltls-55942	110	29	www.scholink.org/ojs/index.php/eltls	www.scholink.org/ojs/index.php/eltls	PRON
eltls-55942	110	30	english	english	ADJ
eltls-55942	110	31	language	language	NOUN
eltls-55942	110	32	teaching	teaching	NOUN
eltls-55942	110	33	and	and	CCONJ
eltls-55942	110	34	linguistics	linguistic	NOUN
eltls-55942	110	35	studies	study	NOUN
eltls-55942	110	36	vol	vol	NOUN
eltls-55942	110	37	.	.	PUNCT
eltls-55942	111	1	7	7	NUM
eltls-55942	111	2	,	,	PUNCT
eltls-55942	111	3	no	no	INTJ
eltls-55942	111	4	.	.	NOUN
eltls-55942	111	5	2	2	NUM
eltls-55942	111	6	,	,	PUNCT
eltls-55942	111	7	2025	2025	NUM
eltls-55942	111	8	published	publish	VERB
eltls-55942	111	9	by	by	ADP
eltls-55942	111	10	scholink	scholink	PROPN
eltls-55942	111	11	inc	inc	PROPN
eltls-55942	111	12	.	.	PROPN
eltls-55942	111	13	59	59	NUM
eltls-55942	111	14	especially	especially	ADV
eltls-55942	111	15	one	one	NUM
eltls-55942	111	16	student	student	NOUN
eltls-55942	111	17	gave	give	VERB
eltls-55942	111	18	a	a	DET
eltls-55942	111	19	full	full	ADJ
eltls-55942	111	20	score	score	NOUN
eltls-55942	111	21	of	of	ADP
eltls-55942	111	22	5	5	NUM
eltls-55942	111	23	points	point	NOUN
eltls-55942	111	24	.	.	PUNCT
eltls-55942	112	1	this	this	PRON
eltls-55942	112	2	shows	show	VERB
eltls-55942	112	3	that	that	SCONJ
eltls-55942	112	4	the	the	DET
eltls-55942	112	5	personalized	personalized	ADJ
eltls-55942	112	6	recommendation	recommendation	NOUN
eltls-55942	112	7	system	system	NOUN
eltls-55942	112	8	of	of	ADP
eltls-55942	112	9	the	the	DET
eltls-55942	112	10	experimental	experimental	ADJ
eltls-55942	112	11	group	group	NOUN
eltls-55942	112	12	was	be	AUX
eltls-55942	112	13	highly	highly	ADV
eltls-55942	112	14	recognized	recognize	VERB
eltls-55942	112	15	by	by	ADP
eltls-55942	112	16	the	the	DET
eltls-55942	112	17	students	student	NOUN
eltls-55942	112	18	after	after	SCONJ
eltls-55942	112	19	the	the	DET
eltls-55942	112	20	path	path	NOUN
eltls-55942	112	21	was	be	AUX
eltls-55942	112	22	adjusted	adjust	VERB
eltls-55942	112	23	,	,	PUNCT
eltls-55942	112	24	and	and	CCONJ
eltls-55942	112	25	the	the	DET
eltls-55942	112	26	students	student	NOUN
eltls-55942	112	27	were	be	AUX
eltls-55942	112	28	satisfied	satisfied	ADJ
eltls-55942	112	29	with	with	ADP
eltls-55942	112	30	the	the	DET
eltls-55942	112	31	adjustment	adjustment	NOUN
eltls-55942	112	32	effect	effect	NOUN
eltls-55942	112	33	of	of	ADP
eltls-55942	112	34	the	the	DET
eltls-55942	112	35	system	system	NOUN
eltls-55942	112	36	.	.	PUNCT
eltls-55942	113	1	the	the	DET
eltls-55942	113	2	feedback	feedback	NOUN
eltls-55942	113	3	satisfaction	satisfaction	NOUN
eltls-55942	113	4	of	of	ADP
eltls-55942	113	5	the	the	DET
eltls-55942	113	6	control	control	NOUN
eltls-55942	113	7	group	group	NOUN
eltls-55942	113	8	was	be	AUX
eltls-55942	113	9	low	low	ADJ
eltls-55942	113	10	,	,	PUNCT
eltls-55942	113	11	generally	generally	ADV
eltls-55942	113	12	3	3	NUM
eltls-55942	113	13	points	point	NOUN
eltls-55942	113	14	,	,	PUNCT
eltls-55942	113	15	reflecting	reflect	VERB
eltls-55942	113	16	that	that	SCONJ
eltls-55942	113	17	the	the	DET
eltls-55942	113	18	traditional	traditional	ADJ
eltls-55942	113	19	teaching	teaching	NOUN
eltls-55942	113	20	model	model	NOUN
eltls-55942	113	21	could	could	AUX
eltls-55942	113	22	not	not	PART
eltls-55942	113	23	make	make	VERB
eltls-55942	113	24	timely	timely	ADJ
eltls-55942	113	25	and	and	CCONJ
eltls-55942	113	26	effective	effective	ADJ
eltls-55942	113	27	optimization	optimization	NOUN
eltls-55942	113	28	adjustments	adjustment	NOUN
eltls-55942	113	29	based	base	VERB
eltls-55942	113	30	on	on	ADP
eltls-55942	113	31	the	the	DET
eltls-55942	113	32	feedback	feedback	NOUN
eltls-55942	113	33	of	of	ADP
eltls-55942	113	34	students	student	NOUN
eltls-55942	113	35	,	,	PUNCT
eltls-55942	113	36	resulting	result	VERB
eltls-55942	113	37	in	in	ADP
eltls-55942	113	38	low	low	ADJ
eltls-55942	113	39	student	student	NOUN
eltls-55942	113	40	satisfaction	satisfaction	NOUN
eltls-55942	113	41	with	with	ADP
eltls-55942	113	42	the	the	DET
eltls-55942	113	43	teaching	teaching	NOUN
eltls-55942	113	44	content	content	NOUN
eltls-55942	113	45	,	,	PUNCT
eltls-55942	113	46	as	as	SCONJ
eltls-55942	113	47	shown	show	VERB
eltls-55942	113	48	in	in	ADP
eltls-55942	113	49	table	table	NOUN
eltls-55942	113	50	1	1	NUM
eltls-55942	113	51	.	.	PUNCT
eltls-55942	113	52	figure	figure	VERB
eltls-55942	113	53	3	3	NUM
eltls-55942	113	54	.	.	PUNCT
eltls-55942	113	55	vocabulary	vocabulary	ADJ
eltls-55942	113	56	learning	learning	NOUN
eltls-55942	113	57	efficiency	efficiency	NOUN
eltls-55942	113	58	(	(	PUNCT
eltls-55942	113	59	word	word	NOUN
eltls-55942	113	60	memory	memory	NOUN
eltls-55942	113	61	curve	curve	NOUN
eltls-55942	113	62	analysis	analysis	NOUN
eltls-55942	113	63	)	)	PUNCT
eltls-55942	113	64	in	in	ADP
eltls-55942	113	65	terms	term	NOUN
eltls-55942	113	66	of	of	ADP
eltls-55942	113	67	initial	initial	ADJ
eltls-55942	113	68	vocabulary	vocabulary	ADJ
eltls-55942	113	69	memory	memory	NOUN
eltls-55942	113	70	rate	rate	NOUN
eltls-55942	113	71	,	,	PUNCT
eltls-55942	113	72	the	the	DET
eltls-55942	113	73	experimental	experimental	ADJ
eltls-55942	113	74	group	group	NOUN
eltls-55942	113	75	's	's	PART
eltls-55942	113	76	initial	initial	ADJ
eltls-55942	113	77	memory	memory	NOUN
eltls-55942	113	78	rate	rate	NOUN
eltls-55942	113	79	was	be	AUX
eltls-55942	113	80	generally	generally	ADV
eltls-55942	113	81	higher	high	ADJ
eltls-55942	113	82	,	,	PUNCT
eltls-55942	113	83	averaging	average	VERB
eltls-55942	113	84	80	80	NUM
eltls-55942	113	85	%	%	NOUN
eltls-55942	113	86	to	to	PART
eltls-55942	113	87	90	90	NUM
eltls-55942	113	88	%	%	NOUN
eltls-55942	113	89	,	,	PUNCT
eltls-55942	113	90	while	while	SCONJ
eltls-55942	113	91	the	the	DET
eltls-55942	113	92	control	control	PROPN
eltls-55942	113	93	group	group	NOUN
eltls-55942	113	94	's	's	PART
eltls-55942	113	95	initial	initial	ADJ
eltls-55942	113	96	memory	memory	NOUN
eltls-55942	113	97	rate	rate	NOUN
eltls-55942	113	98	was	be	AUX
eltls-55942	113	99	lower	low	ADJ
eltls-55942	113	100	,	,	PUNCT
eltls-55942	113	101	generally	generally	ADV
eltls-55942	113	102	around	around	ADP
eltls-55942	113	103	70	70	NUM
eltls-55942	113	104	%	%	NOUN
eltls-55942	113	105	.	.	PUNCT
eltls-55942	114	1	this	this	PRON
eltls-55942	114	2	suggests	suggest	VERB
eltls-55942	114	3	that	that	SCONJ
eltls-55942	114	4	the	the	DET
eltls-55942	114	5	students	student	NOUN
eltls-55942	114	6	in	in	ADP
eltls-55942	114	7	the	the	DET
eltls-55942	114	8	experimental	experimental	ADJ
eltls-55942	114	9	group	group	NOUN
eltls-55942	114	10	may	may	AUX
eltls-55942	114	11	have	have	AUX
eltls-55942	114	12	acquired	acquire	VERB
eltls-55942	114	13	relatively	relatively	ADV
eltls-55942	114	14	solid	solid	ADJ
eltls-55942	114	15	basic	basic	ADJ
eltls-55942	114	16	knowledge	knowledge	NOUN
eltls-55942	114	17	at	at	ADP
eltls-55942	114	18	the	the	DET
eltls-55942	114	19	initial	initial	ADJ
eltls-55942	114	20	stage	stage	NOUN
eltls-55942	114	21	of	of	ADP
eltls-55942	114	22	vocabulary	vocabulary	ADJ
eltls-55942	114	23	learning	learning	NOUN
eltls-55942	114	24	,	,	PUNCT
eltls-55942	114	25	while	while	SCONJ
eltls-55942	114	26	the	the	DET
eltls-55942	114	27	students	student	NOUN
eltls-55942	114	28	in	in	ADP
eltls-55942	114	29	the	the	DET
eltls-55942	114	30	control	control	NOUN
eltls-55942	114	31	group	group	NOUN
eltls-55942	114	32	started	start	VERB
eltls-55942	114	33	from	from	ADP
eltls-55942	114	34	a	a	DET
eltls-55942	114	35	lower	low	ADJ
eltls-55942	114	36	level	level	NOUN
eltls-55942	114	37	.	.	PUNCT
eltls-55942	115	1	judging	judge	VERB
eltls-55942	115	2	from	from	ADP
eltls-55942	115	3	the	the	DET
eltls-55942	115	4	change	change	NOUN
eltls-55942	115	5	in	in	ADP
eltls-55942	115	6	memory	memory	NOUN
eltls-55942	115	7	rate	rate	NOUN
eltls-55942	115	8	from	from	ADP
eltls-55942	115	9	1	1	NUM
eltls-55942	115	10	day	day	NOUN
eltls-55942	115	11	to	to	ADP
eltls-55942	115	12	7	7	NUM
eltls-55942	115	13	days	day	NOUN
eltls-55942	115	14	later	later	ADV
eltls-55942	115	15	,	,	PUNCT
eltls-55942	115	16	the	the	DET
eltls-55942	115	17	memory	memory	NOUN
eltls-55942	115	18	retention	retention	NOUN
eltls-55942	115	19	performance	performance	NOUN
eltls-55942	115	20	of	of	ADP
eltls-55942	115	21	the	the	DET
eltls-55942	115	22	experimental	experimental	ADJ
eltls-55942	115	23	group	group	NOUN
eltls-55942	115	24	was	be	AUX
eltls-55942	115	25	significantly	significantly	ADV
eltls-55942	115	26	better	well	ADJ
eltls-55942	115	27	than	than	ADP
eltls-55942	115	28	that	that	PRON
eltls-55942	115	29	of	of	ADP
eltls-55942	115	30	the	the	DET
eltls-55942	115	31	control	control	NOUN
eltls-55942	115	32	group	group	NOUN
eltls-55942	115	33	.	.	PUNCT
eltls-55942	116	1	the	the	DET
eltls-55942	116	2	memory	memory	NOUN
eltls-55942	116	3	rates	rate	NOUN
eltls-55942	116	4	of	of	ADP
eltls-55942	116	5	the	the	DET
eltls-55942	116	6	students	student	NOUN
eltls-55942	116	7	in	in	ADP
eltls-55942	116	8	the	the	DET
eltls-55942	116	9	experimental	experimental	ADJ
eltls-55942	116	10	group	group	NOUN
eltls-55942	116	11	gradually	gradually	ADV
eltls-55942	116	12	decreased	decrease	VERB
eltls-55942	116	13	after	after	ADP
eltls-55942	116	14	1	1	NUM
eltls-55942	116	15	day	day	NOUN
eltls-55942	116	16	,	,	PUNCT
eltls-55942	116	17	3	3	NUM
eltls-55942	116	18	days	day	NOUN
eltls-55942	116	19	and	and	CCONJ
eltls-55942	116	20	7	7	NUM
eltls-55942	116	21	days	day	NOUN
eltls-55942	116	22	,	,	PUNCT
eltls-55942	116	23	but	but	CCONJ
eltls-55942	116	24	still	still	ADV
eltls-55942	116	25	maintained	maintain	VERB
eltls-55942	116	26	a	a	DET
eltls-55942	116	27	high	high	ADJ
eltls-55942	116	28	level	level	NOUN
eltls-55942	116	29	of	of	ADP
eltls-55942	116	30	memory	memory	NOUN
eltls-55942	116	31	retention	retention	NOUN
eltls-55942	116	32	.	.	PUNCT
eltls-55942	117	1	for	for	ADP
eltls-55942	117	2	example	example	NOUN
eltls-55942	117	3	,	,	PUNCT
eltls-55942	117	4	the	the	DET
eltls-55942	117	5	first	first	ADJ
eltls-55942	117	6	student	student	NOUN
eltls-55942	117	7	's	's	PART
eltls-55942	117	8	memory	memory	NOUN
eltls-55942	117	9	rate	rate	NOUN
eltls-55942	117	10	dropped	drop	VERB
eltls-55942	117	11	from	from	ADP
eltls-55942	117	12	80	80	NUM
eltls-55942	117	13	%	%	NOUN
eltls-55942	117	14	to	to	ADP
eltls-55942	117	15	68	68	NUM
eltls-55942	117	16	%	%	NOUN
eltls-55942	117	17	,	,	PUNCT
eltls-55942	117	18	maintaining	maintain	VERB
eltls-55942	117	19	an	an	DET
eltls-55942	117	20	85	85	NUM
eltls-55942	117	21	%	%	NOUN
eltls-55942	117	22	memory	memory	NOUN
eltls-55942	117	23	rate	rate	NOUN
eltls-55942	117	24	,	,	PUNCT
eltls-55942	117	25	while	while	SCONJ
eltls-55942	117	26	the	the	DET
eltls-55942	117	27	third	third	ADJ
eltls-55942	117	28	student	student	NOUN
eltls-55942	117	29	's	's	PART
eltls-55942	117	30	memory	memory	NOUN
eltls-55942	117	31	rate	rate	NOUN
eltls-55942	117	32	dropped	drop	VERB
eltls-55942	117	33	from	from	ADP
eltls-55942	117	34	70	70	NUM
eltls-55942	117	35	%	%	NOUN
eltls-55942	117	36	to	to	ADP
eltls-55942	117	37	50	50	NUM
eltls-55942	117	38	%	%	NOUN
eltls-55942	117	39	,	,	PUNCT
eltls-55942	117	40	and	and	CCONJ
eltls-55942	117	41	the	the	DET
eltls-55942	117	42	memory	memory	NOUN
eltls-55942	117	43	retention	retention	NOUN
eltls-55942	117	44	rate	rate	NOUN
eltls-55942	117	45	was	be	AUX
eltls-55942	117	46	only	only	ADV
eltls-55942	117	47	71	71	NUM
eltls-55942	117	48	%	%	NOUN
eltls-55942	117	49	.	.	PUNCT
eltls-55942	118	1	this	this	PRON
eltls-55942	118	2	shows	show	VERB
eltls-55942	118	3	that	that	SCONJ
eltls-55942	118	4	the	the	DET
eltls-55942	118	5	learning	learning	NOUN
eltls-55942	118	6	method	method	NOUN
eltls-55942	118	7	of	of	ADP
eltls-55942	118	8	the	the	DET
eltls-55942	118	9	experimental	experimental	ADJ
eltls-55942	118	10	group	group	NOUN
eltls-55942	118	11	may	may	AUX
eltls-55942	118	12	have	have	AUX
eltls-55942	118	13	helped	help	VERB
eltls-55942	118	14	students	student	NOUN
eltls-55942	118	15	achieve	achieve	VERB
eltls-55942	118	16	more	more	ADV
eltls-55942	118	17	significant	significant	ADJ
eltls-55942	118	18	results	result	NOUN
eltls-55942	118	19	in	in	ADP
eltls-55942	118	20	consolidating	consolidate	VERB
eltls-55942	118	21	the	the	DET
eltls-55942	118	22	memory	memory	NOUN
eltls-55942	118	23	content	content	NOUN
eltls-55942	118	24	through	through	ADP
eltls-55942	118	25	personalized	personalized	ADJ
eltls-55942	118	26	recommendations	recommendation	NOUN
eltls-55942	118	27	and	and	CCONJ
eltls-55942	118	28	www.scholink.org/ojs/index.php/eltls	www.scholink.org/ojs/index.php/eltls	ADJ
eltls-55942	118	29	english	english	ADJ
eltls-55942	118	30	language	language	NOUN
eltls-55942	118	31	teaching	teaching	NOUN
eltls-55942	118	32	and	and	CCONJ
eltls-55942	118	33	linguistics	linguistic	NOUN
eltls-55942	118	34	studies	study	NOUN
eltls-55942	118	35	vol	vol	NOUN
eltls-55942	118	36	.	.	PUNCT
eltls-55942	119	1	7	7	NUM
eltls-55942	119	2	,	,	PUNCT
eltls-55942	119	3	no	no	INTJ
eltls-55942	119	4	.	.	NOUN
eltls-55942	119	5	2	2	NUM
eltls-55942	119	6	,	,	PUNCT
eltls-55942	119	7	2025	2025	NUM
eltls-55942	119	8	published	publish	VERB
eltls-55942	119	9	by	by	ADP
eltls-55942	119	10	scholink	scholink	PROPN
eltls-55942	119	11	inc	inc	PROPN
eltls-55942	119	12	.	.	PROPN
eltls-55942	120	1	60	60	NUM
eltls-55942	120	2	optimized	optimize	VERB
eltls-55942	120	3	learning	learning	NOUN
eltls-55942	120	4	paths	path	NOUN
eltls-55942	120	5	.	.	PUNCT
eltls-55942	121	1	in	in	ADP
eltls-55942	121	2	terms	term	NOUN
eltls-55942	121	3	of	of	ADP
eltls-55942	121	4	the	the	DET
eltls-55942	121	5	key	key	ADJ
eltls-55942	121	6	indicator	indicator	NOUN
eltls-55942	121	7	of	of	ADP
eltls-55942	121	8	memory	memory	NOUN
eltls-55942	121	9	retention	retention	NOUN
eltls-55942	121	10	rate	rate	NOUN
eltls-55942	121	11	,	,	PUNCT
eltls-55942	121	12	the	the	DET
eltls-55942	121	13	memory	memory	NOUN
eltls-55942	121	14	retention	retention	NOUN
eltls-55942	121	15	rate	rate	NOUN
eltls-55942	121	16	of	of	ADP
eltls-55942	121	17	the	the	DET
eltls-55942	121	18	experimental	experimental	ADJ
eltls-55942	121	19	group	group	NOUN
eltls-55942	121	20	was	be	AUX
eltls-55942	121	21	generally	generally	ADV
eltls-55942	121	22	high	high	ADJ
eltls-55942	121	23	,	,	PUNCT
eltls-55942	121	24	ranging	range	VERB
eltls-55942	121	25	from	from	ADP
eltls-55942	121	26	85	85	NUM
eltls-55942	121	27	%	%	NOUN
eltls-55942	121	28	to	to	PART
eltls-55942	121	29	89	89	NUM
eltls-55942	121	30	%	%	NOUN
eltls-55942	121	31	,	,	PUNCT
eltls-55942	121	32	which	which	PRON
eltls-55942	121	33	was	be	AUX
eltls-55942	121	34	much	much	ADV
eltls-55942	121	35	higher	high	ADJ
eltls-55942	121	36	than	than	ADP
eltls-55942	121	37	the	the	DET
eltls-55942	121	38	71	71	NUM
eltls-55942	121	39	%	%	NOUN
eltls-55942	121	40	to	to	PART
eltls-55942	121	41	75	75	NUM
eltls-55942	121	42	%	%	NOUN
eltls-55942	121	43	of	of	ADP
eltls-55942	121	44	the	the	DET
eltls-55942	121	45	control	control	NOUN
eltls-55942	121	46	group	group	NOUN
eltls-55942	121	47	(	(	PUNCT
eltls-55942	121	48	see	see	VERB
eltls-55942	121	49	figure	figure	NOUN
eltls-55942	121	50	3	3	NUM
eltls-55942	121	51	)	)	PUNCT
eltls-55942	121	52	.	.	PUNCT
eltls-55942	122	1	this	this	DET
eltls-55942	122	2	difference	difference	NOUN
eltls-55942	122	3	suggests	suggest	VERB
eltls-55942	122	4	that	that	SCONJ
eltls-55942	122	5	the	the	DET
eltls-55942	122	6	experimental	experimental	ADJ
eltls-55942	122	7	group	group	NOUN
eltls-55942	122	8	can	can	AUX
eltls-55942	122	9	better	well	ADV
eltls-55942	122	10	help	help	VERB
eltls-55942	122	11	students	student	NOUN
eltls-55942	122	12	achieve	achieve	VERB
eltls-55942	122	13	better	well	ADJ
eltls-55942	122	14	results	result	NOUN
eltls-55942	122	15	in	in	ADP
eltls-55942	122	16	short	short	ADJ
eltls-55942	122	17	-	-	PUNCT
eltls-55942	122	18	term	term	NOUN
eltls-55942	122	19	and	and	CCONJ
eltls-55942	122	20	long	long	ADJ
eltls-55942	122	21	-	-	PUNCT
eltls-55942	122	22	term	term	NOUN
eltls-55942	122	23	memory	memory	NOUN
eltls-55942	122	24	retention	retention	NOUN
eltls-55942	122	25	through	through	ADP
eltls-55942	122	26	the	the	DET
eltls-55942	122	27	recommendation	recommendation	NOUN
eltls-55942	122	28	and	and	CCONJ
eltls-55942	122	29	adjustment	adjustment	NOUN
eltls-55942	122	30	of	of	ADP
eltls-55942	122	31	personalized	personalized	ADJ
eltls-55942	122	32	learning	learning	NOUN
eltls-55942	122	33	paths	path	NOUN
eltls-55942	122	34	.	.	PUNCT
eltls-55942	123	1	in	in	ADP
eltls-55942	123	2	contrast	contrast	NOUN
eltls-55942	123	3	,	,	PUNCT
eltls-55942	123	4	the	the	DET
eltls-55942	123	5	memory	memory	NOUN
eltls-55942	123	6	rate	rate	NOUN
eltls-55942	123	7	of	of	ADP
eltls-55942	123	8	the	the	DET
eltls-55942	123	9	control	control	NOUN
eltls-55942	123	10	group	group	NOUN
eltls-55942	123	11	showed	show	VERB
eltls-55942	123	12	a	a	DET
eltls-55942	123	13	significant	significant	ADJ
eltls-55942	123	14	decline	decline	NOUN
eltls-55942	123	15	,	,	PUNCT
eltls-55942	123	16	indicating	indicate	VERB
eltls-55942	123	17	that	that	SCONJ
eltls-55942	123	18	under	under	ADP
eltls-55942	123	19	the	the	DET
eltls-55942	123	20	traditional	traditional	ADJ
eltls-55942	123	21	teaching	teaching	NOUN
eltls-55942	123	22	model	model	NOUN
eltls-55942	123	23	,	,	PUNCT
eltls-55942	123	24	students	student	NOUN
eltls-55942	123	25	'	'	PART
eltls-55942	123	26	vocabulary	vocabulary	ADJ
eltls-55942	123	27	memory	memory	NOUN
eltls-55942	123	28	retention	retention	NOUN
eltls-55942	123	29	is	be	AUX
eltls-55942	123	30	poor	poor	ADJ
eltls-55942	123	31	.	.	PUNCT
eltls-55942	124	1	5	5	X
eltls-55942	124	2	.	.	X
eltls-55942	124	3	conclusion	conclusion	NOUN
eltls-55942	124	4	with	with	ADP
eltls-55942	124	5	the	the	DET
eltls-55942	124	6	vigorous	vigorous	ADJ
eltls-55942	124	7	development	development	NOUN
eltls-55942	124	8	of	of	ADP
eltls-55942	124	9	the	the	DET
eltls-55942	124	10	digital	digital	ADJ
eltls-55942	124	11	economy	economy	NOUN
eltls-55942	124	12	,	,	PUNCT
eltls-55942	124	13	digital	digital	ADJ
eltls-55942	124	14	technologies	technology	NOUN
eltls-55942	124	15	such	such	ADJ
eltls-55942	124	16	as	as	ADP
eltls-55942	124	17	big	big	ADJ
eltls-55942	124	18	data	datum	NOUN
eltls-55942	124	19	,	,	PUNCT
eltls-55942	124	20	the	the	DET
eltls-55942	124	21	internet	internet	NOUN
eltls-55942	124	22	,	,	PUNCT
eltls-55942	124	23	blockchain	blockchain	NOUN
eltls-55942	124	24	,	,	PUNCT
eltls-55942	124	25	artificial	artificial	ADJ
eltls-55942	124	26	intelligence	intelligence	NOUN
eltls-55942	124	27	,	,	PUNCT
eltls-55942	124	28	5	5	NUM
eltls-55942	124	29	g	g	NOUN
eltls-55942	124	30	and	and	CCONJ
eltls-55942	124	31	the	the	DET
eltls-55942	124	32	internet	internet	NOUN
eltls-55942	124	33	of	of	ADP
eltls-55942	124	34	things	thing	NOUN
eltls-55942	124	35	are	be	AUX
eltls-55942	124	36	rapidly	rapidly	ADV
eltls-55942	124	37	integrated	integrate	VERB
eltls-55942	124	38	into	into	ADP
eltls-55942	124	39	people	people	NOUN
eltls-55942	124	40	's	's	PART
eltls-55942	124	41	production	production	NOUN
eltls-55942	124	42	and	and	CCONJ
eltls-55942	124	43	life	life	NOUN
eltls-55942	124	44	,	,	PUNCT
eltls-55942	124	45	injecting	inject	VERB
eltls-55942	124	46	new	new	ADJ
eltls-55942	124	47	vitality	vitality	NOUN
eltls-55942	124	48	into	into	ADP
eltls-55942	124	49	the	the	DET
eltls-55942	124	50	development	development	NOUN
eltls-55942	124	51	of	of	ADP
eltls-55942	124	52	china	china	PROPN
eltls-55942	124	53	's	's	PART
eltls-55942	124	54	sports	sport	NOUN
eltls-55942	124	55	industry	industry	NOUN
eltls-55942	124	56	.	.	PUNCT
eltls-55942	125	1	for	for	ADP
eltls-55942	125	2	sports	sport	NOUN
eltls-55942	125	3	companies	company	NOUN
eltls-55942	125	4	,	,	PUNCT
eltls-55942	125	5	the	the	DET
eltls-55942	125	6	advent	advent	NOUN
eltls-55942	125	7	of	of	ADP
eltls-55942	125	8	the	the	DET
eltls-55942	125	9	digital	digital	ADJ
eltls-55942	125	10	economy	economy	NOUN
eltls-55942	125	11	era	era	NOUN
eltls-55942	125	12	has	have	AUX
eltls-55942	125	13	not	not	PART
eltls-55942	125	14	only	only	ADV
eltls-55942	125	15	changed	change	VERB
eltls-55942	125	16	people	people	NOUN
eltls-55942	125	17	's	's	PART
eltls-55942	125	18	sports	sport	NOUN
eltls-55942	125	19	consumption	consumption	NOUN
eltls-55942	125	20	needs	need	NOUN
eltls-55942	125	21	,	,	PUNCT
eltls-55942	125	22	but	but	CCONJ
eltls-55942	125	23	also	also	ADV
eltls-55942	125	24	required	require	VERB
eltls-55942	125	25	sports	sport	NOUN
eltls-55942	125	26	companies	company	NOUN
eltls-55942	125	27	to	to	PART
eltls-55942	125	28	rethink	rethink	VERB
eltls-55942	125	29	and	and	CCONJ
eltls-55942	125	30	examine	examine	VERB
eltls-55942	125	31	their	their	PRON
eltls-55942	125	32	original	original	ADJ
eltls-55942	125	33	operating	operating	NOUN
eltls-55942	125	34	models	model	NOUN
eltls-55942	125	35	.	.	PUNCT
eltls-55942	126	1	this	this	DET
eltls-55942	126	2	study	study	NOUN
eltls-55942	126	3	combines	combine	VERB
eltls-55942	126	4	large	large	ADJ
eltls-55942	126	5	models	model	NOUN
eltls-55942	126	6	and	and	CCONJ
eltls-55942	126	7	multimodal	multimodal	NOUN
eltls-55942	126	8	technology	technology	NOUN
eltls-55942	126	9	to	to	PART
eltls-55942	126	10	propose	propose	VERB
eltls-55942	126	11	a	a	DET
eltls-55942	126	12	learning	learning	NOUN
eltls-55942	126	13	path	path	NOUN
eltls-55942	126	14	recommendation	recommendation	NOUN
eltls-55942	126	15	system	system	NOUN
eltls-55942	126	16	for	for	ADP
eltls-55942	126	17	optimizing	optimize	VERB
eltls-55942	126	18	personalized	personalize	VERB
eltls-55942	126	19	english	english	PROPN
eltls-55942	126	20	autonomous	autonomous	ADJ
eltls-55942	126	21	learning	learning	NOUN
eltls-55942	126	22	.	.	PUNCT
eltls-55942	127	1	through	through	ADP
eltls-55942	127	2	experimental	experimental	ADJ
eltls-55942	127	3	verification	verification	NOUN
eltls-55942	127	4	,	,	PUNCT
eltls-55942	127	5	the	the	DET
eltls-55942	127	6	results	result	NOUN
eltls-55942	127	7	show	show	VERB
eltls-55942	127	8	that	that	SCONJ
eltls-55942	127	9	the	the	DET
eltls-55942	127	10	system	system	NOUN
eltls-55942	127	11	can	can	AUX
eltls-55942	127	12	significantly	significantly	ADV
eltls-55942	127	13	improve	improve	VERB
eltls-55942	127	14	students	student	NOUN
eltls-55942	127	15	'	'	PART
eltls-55942	127	16	learning	learn	VERB
eltls-55942	127	17	interest	interest	NOUN
eltls-55942	127	18	,	,	PUNCT
eltls-55942	127	19	sense	sense	NOUN
eltls-55942	127	20	of	of	ADP
eltls-55942	127	21	participation	participation	NOUN
eltls-55942	127	22	and	and	CCONJ
eltls-55942	127	23	vocabulary	vocabulary	ADJ
eltls-55942	127	24	memory	memory	NOUN
eltls-55942	127	25	retention	retention	NOUN
eltls-55942	127	26	,	,	PUNCT
eltls-55942	127	27	and	and	CCONJ
eltls-55942	127	28	improve	improve	VERB
eltls-55942	127	29	learning	learn	VERB
eltls-55942	127	30	efficiency	efficiency	NOUN
eltls-55942	127	31	and	and	CCONJ
eltls-55942	127	32	task	task	NOUN
eltls-55942	127	33	completion	completion	NOUN
eltls-55942	127	34	.	.	PUNCT
eltls-55942	128	1	the	the	DET
eltls-55942	128	2	experimental	experimental	ADJ
eltls-55942	128	3	group	group	NOUN
eltls-55942	128	4	outperformed	outperform	VERB
eltls-55942	128	5	the	the	DET
eltls-55942	128	6	control	control	NOUN
eltls-55942	128	7	group	group	NOUN
eltls-55942	128	8	in	in	ADP
eltls-55942	128	9	terms	term	NOUN
eltls-55942	128	10	of	of	ADP
eltls-55942	128	11	learning	learn	VERB
eltls-55942	128	12	task	task	NOUN
eltls-55942	128	13	completion	completion	NOUN
eltls-55942	128	14	,	,	PUNCT
eltls-55942	128	15	learning	learn	VERB
eltls-55942	128	16	progress	progress	NOUN
eltls-55942	128	17	,	,	PUNCT
eltls-55942	128	18	and	and	CCONJ
eltls-55942	128	19	vocabulary	vocabulary	ADJ
eltls-55942	128	20	memory	memory	NOUN
eltls-55942	128	21	retention	retention	NOUN
eltls-55942	128	22	,	,	PUNCT
eltls-55942	128	23	which	which	PRON
eltls-55942	128	24	proves	prove	VERB
eltls-55942	128	25	the	the	DET
eltls-55942	128	26	effectiveness	effectiveness	NOUN
eltls-55942	128	27	of	of	ADP
eltls-55942	128	28	large	large	ADJ
eltls-55942	128	29	models	model	NOUN
eltls-55942	128	30	and	and	CCONJ
eltls-55942	128	31	multimodal	multimodal	NOUN
eltls-55942	128	32	technology	technology	NOUN
eltls-55942	128	33	in	in	ADP
eltls-55942	128	34	personalized	personalized	ADJ
eltls-55942	128	35	learning	learning	NOUN
eltls-55942	128	36	path	path	NOUN
eltls-55942	128	37	recommendation	recommendation	NOUN
eltls-55942	128	38	.	.	PUNCT
eltls-55942	129	1	the	the	DET
eltls-55942	129	2	size	size	NOUN
eltls-55942	129	3	of	of	ADP
eltls-55942	129	4	the	the	DET
eltls-55942	129	5	experimental	experimental	ADJ
eltls-55942	129	6	sample	sample	NOUN
eltls-55942	129	7	was	be	AUX
eltls-55942	129	8	relatively	relatively	ADV
eltls-55942	129	9	small	small	ADJ
eltls-55942	129	10	,	,	PUNCT
eltls-55942	129	11	which	which	PRON
eltls-55942	129	12	may	may	AUX
eltls-55942	129	13	affect	affect	VERB
eltls-55942	129	14	the	the	DET
eltls-55942	129	15	generalizability	generalizability	NOUN
eltls-55942	129	16	of	of	ADP
eltls-55942	129	17	the	the	DET
eltls-55942	129	18	results	result	NOUN
eltls-55942	129	19	.	.	PUNCT
eltls-55942	130	1	the	the	DET
eltls-55942	130	2	research	research	NOUN
eltls-55942	130	3	process	process	NOUN
eltls-55942	130	4	failed	fail	VERB
eltls-55942	130	5	to	to	PART
eltls-55942	130	6	fully	fully	ADV
eltls-55942	130	7	consider	consider	VERB
eltls-55942	130	8	the	the	DET
eltls-55942	130	9	differences	difference	NOUN
eltls-55942	130	10	among	among	ADP
eltls-55942	130	11	students	student	NOUN
eltls-55942	130	12	in	in	ADP
eltls-55942	130	13	different	different	ADJ
eltls-55942	130	14	learning	learning	NOUN
eltls-55942	130	15	environments	environment	NOUN
eltls-55942	130	16	.	.	PUNCT
eltls-55942	131	1	future	future	ADJ
eltls-55942	131	2	research	research	NOUN
eltls-55942	131	3	can	can	AUX
eltls-55942	131	4	expand	expand	VERB
eltls-55942	131	5	the	the	DET
eltls-55942	131	6	sample	sample	NOUN
eltls-55942	131	7	range	range	NOUN
eltls-55942	131	8	and	and	CCONJ
eltls-55942	131	9	further	far	ADV
eltls-55942	131	10	explore	explore	VERB
eltls-55942	131	11	the	the	DET
eltls-55942	131	12	differences	difference	NOUN
eltls-55942	131	13	in	in	ADP
eltls-55942	131	14	learning	learn	VERB
eltls-55942	131	15	outcomes	outcome	NOUN
eltls-55942	131	16	among	among	ADP
eltls-55942	131	17	students	student	NOUN
eltls-55942	131	18	from	from	ADP
eltls-55942	131	19	different	different	ADJ
eltls-55942	131	20	backgrounds	background	NOUN
eltls-55942	131	21	.	.	PUNCT
eltls-55942	132	1	although	although	SCONJ
eltls-55942	132	2	the	the	DET
eltls-55942	132	3	recommendation	recommendation	NOUN
eltls-55942	132	4	system	system	NOUN
eltls-55942	132	5	has	have	AUX
eltls-55942	132	6	improved	improve	VERB
eltls-55942	132	7	the	the	DET
eltls-55942	132	8	accuracy	accuracy	NOUN
eltls-55942	132	9	of	of	ADP
eltls-55942	132	10	recommended	recommend	VERB
eltls-55942	132	11	paths	path	NOUN
eltls-55942	132	12	through	through	ADP
eltls-55942	132	13	large	large	ADJ
eltls-55942	132	14	models	model	NOUN
eltls-55942	132	15	and	and	CCONJ
eltls-55942	132	16	multimodal	multimodal	NOUN
eltls-55942	132	17	technologies	technology	NOUN
eltls-55942	132	18	,	,	PUNCT
eltls-55942	132	19	its	its	PRON
eltls-55942	132	20	adaptability	adaptability	NOUN
eltls-55942	132	21	and	and	CCONJ
eltls-55942	132	22	flexibility	flexibility	NOUN
eltls-55942	132	23	still	still	ADV
eltls-55942	132	24	need	need	VERB
eltls-55942	132	25	to	to	PART
eltls-55942	132	26	be	be	AUX
eltls-55942	132	27	further	far	ADV
eltls-55942	132	28	optimized	optimize	VERB
eltls-55942	132	29	.	.	PUNCT
eltls-55942	133	1	future	future	ADJ
eltls-55942	133	2	research	research	NOUN
eltls-55942	133	3	could	could	AUX
eltls-55942	133	4	be	be	AUX
eltls-55942	133	5	improved	improve	VERB
eltls-55942	133	6	in	in	ADP
eltls-55942	133	7	several	several	ADJ
eltls-55942	133	8	ways	way	NOUN
eltls-55942	133	9	.	.	PUNCT
eltls-55942	134	1	the	the	DET
eltls-55942	134	2	system	system	NOUN
eltls-55942	134	3	's	's	PART
eltls-55942	134	4	dynamic	dynamic	ADJ
eltls-55942	134	5	adjustment	adjustment	NOUN
eltls-55942	134	6	capabilities	capability	NOUN
eltls-55942	134	7	can	can	AUX
eltls-55942	134	8	be	be	AUX
eltls-55942	134	9	improved	improve	VERB
eltls-55942	134	10	by	by	ADP
eltls-55942	134	11	introducing	introduce	VERB
eltls-55942	134	12	more	more	ADV
eltls-55942	134	13	diversified	diversified	ADJ
eltls-55942	134	14	learning	learning	NOUN
eltls-55942	134	15	resources	resource	NOUN
eltls-55942	134	16	and	and	CCONJ
eltls-55942	134	17	personalized	personalized	ADJ
eltls-55942	134	18	recommendation	recommendation	NOUN
eltls-55942	134	19	strategies	strategy	NOUN
eltls-55942	134	20	.	.	PUNCT
eltls-55942	135	1	references	reference	NOUN
eltls-55942	135	2	aslanyan	aslanyan	PROPN
eltls-55942	135	3	,	,	PUNCT
eltls-55942	135	4	rad	rad	PROPN
eltls-55942	135	5	.	.	PROPN
eltls-55942	135	6	e.	e.	PROPN
eltls-55942	135	7	(	(	PUNCT
eltls-55942	135	8	2024	2024	NUM
eltls-55942	135	9	)	)	PUNCT
eltls-55942	135	10	.	.	PUNCT
eltls-55942	136	1	personalized	personalize	VERB
eltls-55942	136	2	web	web	NOUN
eltls-55942	136	3	quest	quest	NOUN
eltls-55942	136	4	-	-	PUNCT
eltls-55942	136	5	based	base	VERB
eltls-55942	136	6	learning	learning	NOUN
eltls-55942	136	7	in	in	ADP
eltls-55942	136	8	efl	efl	PROPN
eltls-55942	136	9	's	's	PART
eltls-55942	136	10	students	student	NOUN
eltls-55942	136	11	of	of	ADP
eltls-55942	136	12	higher	high	ADJ
eltls-55942	136	13	education	education	NOUN
eltls-55942	136	14	.	.	PUNCT
eltls-55942	137	1	jelt	jelt	PROPN
eltls-55942	137	2	journa	journa	ADJ
eltls-55942	137	3	farhangian	farhangian	ADJ
eltls-55942	137	4	university	university	NOUN
eltls-55942	137	5	,	,	PUNCT
eltls-55942	137	6	3(1	3(1	NUM
eltls-55942	137	7	)	)	PUNCT
eltls-55942	137	8	,	,	PUNCT
eltls-55942	137	9	53	53	NUM
eltls-55942	137	10	-	-	SYM
eltls-55942	137	11	72	72	NUM
eltls-55942	137	12	.	.	PUNCT
eltls-55942	138	1	bashori	bashori	NOUN
eltls-55942	138	2	,	,	PUNCT
eltls-55942	138	3	m.	m.	NOUN
eltls-55942	138	4	,	,	PUNCT
eltls-55942	138	5	van	van	PROPN
eltls-55942	138	6	hout	hout	PROPN
eltls-55942	138	7	,	,	PUNCT
eltls-55942	138	8	r.	r.	PROPN
eltls-55942	138	9	,	,	PUNCT
eltls-55942	138	10	strik	strik	PROPN
eltls-55942	138	11	,	,	PUNCT
eltls-55942	138	12	h.	h.	PROPN
eltls-55942	138	13	et	et	PROPN
eltls-55942	138	14	al	al	PROPN
eltls-55942	138	15	.	.	PROPN
eltls-55942	139	1	(	(	PUNCT
eltls-55942	139	2	2024	2024	NUM
eltls-55942	139	3	)	)	PUNCT
eltls-55942	139	4	.	.	PUNCT
eltls-55942	140	1	i	i	PRON
eltls-55942	140	2	can	can	AUX
eltls-55942	140	3	speak	speak	VERB
eltls-55942	140	4	:	:	PUNCT
eltls-55942	140	5	improving	improve	VERB
eltls-55942	140	6	english	english	ADJ
eltls-55942	140	7	pronunciation	pronunciation	NOUN
eltls-55942	140	8	through	through	ADP
eltls-55942	140	9	automatic	automatic	ADJ
eltls-55942	140	10	speech	speech	NOUN
eltls-55942	140	11	recognition	recognition	NOUN
eltls-55942	140	12	-	-	PUNCT
eltls-55942	140	13	based	base	VERB
eltls-55942	140	14	language	language	NOUN
eltls-55942	140	15	learning	learning	NOUN
eltls-55942	140	16	systems	system	NOUN
eltls-55942	140	17	.	.	PUNCT
eltls-55942	141	1	innovation	innovation	NOUN
eltls-55942	141	2	in	in	ADP
eltls-55942	141	3	language	language	NOUN
eltls-55942	141	4	learning	learning	NOUN
eltls-55942	141	5	and	and	CCONJ
eltls-55942	141	6	teaching	teaching	NOUN
eltls-55942	141	7	,	,	PUNCT
eltls-55942	141	8	18(5	18(5	NUM
eltls-55942	141	9	)	)	PUNCT
eltls-55942	141	10	,	,	PUNCT
eltls-55942	141	11	443	443	NUM
eltls-55942	141	12	-	-	SYM
eltls-55942	141	13	461	461	NUM
eltls-55942	141	14	.	.	PUNCT
eltls-55942	142	1	https://doi.org/10.1080/17501229.2024.2315101	https://doi.org/10.1080/17501229.2024.2315101	NOUN
eltls-55942	142	2	bhaskaran	bhaskaran	NOUN
eltls-55942	142	3	,	,	PUNCT
eltls-55942	142	4	s.	s.	PROPN
eltls-55942	142	5	,	,	PUNCT
eltls-55942	142	6	&	&	CCONJ
eltls-55942	142	7	marappan	marappan	PROPN
eltls-55942	142	8	,	,	PUNCT
eltls-55942	142	9	r.	r.	PROPN
eltls-55942	142	10	(	(	PUNCT
eltls-55942	142	11	n.d	n.d	PROPN
eltls-55942	142	12	.	.	PROPN
eltls-55942	142	13	)	)	PUNCT
eltls-55942	142	14	.	.	PUNCT
eltls-55942	143	1	enhanced	enhance	VERB
eltls-55942	143	2	personalized	personalized	ADJ
eltls-55942	143	3	recommendation	recommendation	NOUN
eltls-55942	143	4	system	system	NOUN
eltls-55942	143	5	for	for	ADP
eltls-55942	143	6	machine	machine	NOUN
eltls-55942	143	7	www.scholink.org/ojs/index.php/eltls	www.scholink.org/ojs/index.php/eltls	PROPN
eltls-55942	143	8	english	english	PROPN
eltls-55942	143	9	language	language	NOUN
eltls-55942	143	10	teaching	teaching	NOUN
eltls-55942	143	11	and	and	CCONJ
eltls-55942	143	12	linguistics	linguistic	NOUN
eltls-55942	143	13	studies	study	NOUN
eltls-55942	143	14	vol	vol	NOUN
eltls-55942	143	15	.	.	PUNCT
eltls-55942	144	1	7	7	NUM
eltls-55942	144	2	,	,	PUNCT
eltls-55942	144	3	no	no	INTJ
eltls-55942	144	4	.	.	NOUN
eltls-55942	144	5	2	2	NUM
eltls-55942	144	6	,	,	PUNCT
eltls-55942	144	7	2025	2025	NUM
eltls-55942	144	8	published	publish	VERB
eltls-55942	144	9	by	by	ADP
eltls-55942	144	10	scholink	scholink	PROPN
eltls-55942	144	11	inc	inc	PROPN
eltls-55942	144	12	.	.	PROPN
eltls-55942	144	13	61	61	NUM
eltls-55942	144	14	learning	learn	VERB
eltls-55942	144	15	public	public	ADJ
eltls-55942	144	16	datasets	dataset	NOUN
eltls-55942	144	17	:	:	PUNCT
eltls-55942	144	18	generalized	generalize	VERB
eltls-55942	144	19	modeling	modeling	NOUN
eltls-55942	144	20	,	,	PUNCT
eltls-55942	144	21	simulation	simulation	NOUN
eltls-55942	144	22	,	,	PUNCT
eltls-55942	144	23	significant	significant	ADJ
eltls-55942	144	24	results	result	NOUN
eltls-55942	144	25	and	and	CCONJ
eltls-55942	144	26	analysis	analysis	NOUN
eltls-55942	144	27	.	.	PUNCT
eltls-55942	145	1	international	international	ADJ
eltls-55942	145	2	journal	journal	NOUN
eltls-55942	145	3	of	of	ADP
eltls-55942	145	4	information	information	NOUN
eltls-55942	145	5	technology	technology	NOUN
eltls-55942	145	6	,	,	PUNCT
eltls-55942	145	7	15(3	15(3	NUM
eltls-55942	145	8	)	)	PUNCT
eltls-55942	145	9	,	,	PUNCT
eltls-55942	145	10	1583	1583	NUM
eltls-55942	145	11	-	-	SYM
eltls-55942	145	12	1595	1595	NUM
eltls-55942	145	13	.	.	PUNCT
eltls-55942	146	1	https://doi.org/10.1007/s41870-023-01165-2	https://doi.org/10.1007/s41870-023-01165-2	NUM
eltls-55942	146	2	charles	charles	PROPN
eltls-55942	146	3	,	,	PUNCT
eltls-55942	146	4	f.	f.	PROPN
eltls-55942	146	5	(	(	PUNCT
eltls-55942	146	6	2023	2023	NUM
eltls-55942	146	7	)	)	PUNCT
eltls-55942	146	8	.	.	PUNCT
eltls-55942	147	1	ai	ai	VERB
eltls-55942	147	2	-	-	PUNCT
eltls-55942	147	3	powered	powered	ADJ
eltls-55942	147	4	personalized	personalize	VERB
eltls-55942	147	5	mobile	mobile	ADJ
eltls-55942	147	6	education	education	NOUN
eltls-55942	147	7	for	for	ADP
eltls-55942	147	8	new	new	PROPN
eltls-55942	147	9	zealand	zealand	PROPN
eltls-55942	147	10	students	student	NOUN
eltls-55942	147	11	.	.	PUNCT
eltls-55942	148	1	international	international	ADJ
eltls-55942	148	2	journal	journal	PROPN
eltls-55942	148	3	software	software	NOUN
eltls-55942	148	4	engineering	engineering	NOUN
eltls-55942	148	5	and	and	CCONJ
eltls-55942	148	6	computer	computer	NOUN
eltls-55942	148	7	science	science	NOUN
eltls-55942	148	8	(	(	PUNCT
eltls-55942	148	9	ijsecs	ijsecs	PROPN
eltls-55942	148	10	)	)	PUNCT
eltls-55942	148	11	,	,	PUNCT
eltls-55942	148	12	3(1	3(1	NUM
eltls-55942	148	13	)	)	PUNCT
eltls-55942	148	14	,	,	PUNCT
eltls-55942	148	15	33	33	NUM
eltls-55942	148	16	-	-	SYM
eltls-55942	148	17	39	39	NUM
eltls-55942	148	18	.	.	PUNCT
eltls-55942	149	1	https://doi.org/10.35870/ijsecs.v3i1.1115	https://doi.org/10.35870/ijsecs.v3i1.1115	PROPN
eltls-55942	149	2	chiriboga	chiriboga	PROPN
eltls-55942	149	3	,	,	PUNCT
eltls-55942	149	4	s.	s.	PROPN
eltls-55942	149	5	p.	p.	PROPN
eltls-55942	149	6	j.	j.	PROPN
eltls-55942	149	7	,	,	PUNCT
eltls-55942	149	8	burgos	burgos	PROPN
eltls-55942	149	9	,	,	PUNCT
eltls-55942	149	10	a.	a.	PROPN
eltls-55942	149	11	l.	l.	PROPN
eltls-55942	149	12	t.	t.	PROPN
eltls-55942	149	13	,	,	PUNCT
eltls-55942	149	14	avila	avila	PROPN
eltls-55942	149	15	,	,	PUNCT
eltls-55942	149	16	m.	m.	NOUN
eltls-55942	149	17	m.	m.	PROPN
eltls-55942	149	18	r.	r.	PROPN
eltls-55942	149	19	et	et	PROPN
eltls-55942	149	20	al	al	PROPN
eltls-55942	149	21	.	.	PROPN
eltls-55942	149	22	(	(	PUNCT
eltls-55942	149	23	2025	2025	NUM
eltls-55942	149	24	)	)	PUNCT
eltls-55942	149	25	.	.	PUNCT
eltls-55942	150	1	artificial	artificial	ADJ
eltls-55942	150	2	intelligence	intelligence	NOUN
eltls-55942	150	3	and	and	CCONJ
eltls-55942	150	4	personalized	personalized	ADJ
eltls-55942	150	5	learning	learning	NOUN
eltls-55942	150	6	in	in	ADP
eltls-55942	150	7	foreign	foreign	ADJ
eltls-55942	150	8	languages	language	NOUN
eltls-55942	150	9	:	:	PUNCT
eltls-55942	150	10	an	an	DET
eltls-55942	150	11	analysis	analysis	NOUN
eltls-55942	150	12	of	of	ADP
eltls-55942	150	13	chatbots	chatbot	NOUN
eltls-55942	150	14	and	and	CCONJ
eltls-55942	150	15	virtual	virtual	ADJ
eltls-55942	150	16	assistants	assistant	NOUN
eltls-55942	150	17	in	in	ADP
eltls-55942	150	18	education	education	NOUN
eltls-55942	150	19	.	.	PUNCT
eltls-55942	151	1	revista	revista	PROPN
eltls-55942	151	2	científica	científica	PROPN
eltls-55942	151	3	de	de	PROPN
eltls-55942	151	4	salud	salud	PROPN
eltls-55942	151	5	y	y	PROPN
eltls-55942	151	6	desarrollo	desarrollo	PROPN
eltls-55942	151	7	humano	humano	PROPN
eltls-55942	151	8	,	,	PUNCT
eltls-55942	151	9	6(1	6(1	NUM
eltls-55942	151	10	)	)	PUNCT
eltls-55942	151	11	,	,	PUNCT
eltls-55942	151	12	882	882	NUM
eltls-55942	151	13	-	-	SYM
eltls-55942	151	14	905	905	NUM
eltls-55942	151	15	.	.	PUNCT
eltls-55942	152	1	https://doi.org/10.61368/r.s.d.h.v6i1.515	https://doi.org/10.61368/r.s.d.h.v6i1.515	PROPN
eltls-55942	152	2	chiu	chiu	PROPN
eltls-55942	152	3	,	,	PUNCT
eltls-55942	152	4	w.	w.	PROPN
eltls-55942	152	5	y.	y.	PROPN
eltls-55942	152	6	,	,	PUNCT
eltls-55942	152	7	liu	liu	PROPN
eltls-55942	152	8	,	,	PUNCT
eltls-55942	152	9	g.	g.	PROPN
eltls-55942	152	10	z.	z.	PROPN
eltls-55942	152	11	,	,	PUNCT
eltls-55942	152	12	barrett	barrett	PROPN
eltls-55942	152	13	,	,	PUNCT
eltls-55942	152	14	n.	n.	PROPN
eltls-55942	152	15	e.	e.	PROPN
eltls-55942	152	16	,	,	PUNCT
eltls-55942	152	17	et	et	PROPN
eltls-55942	152	18	al	al	PROPN
eltls-55942	152	19	.	.	PROPN
eltls-55942	152	20	(	(	PUNCT
eltls-55942	152	21	2023	2023	NUM
eltls-55942	152	22	)	)	PUNCT
eltls-55942	152	23	.	.	PUNCT
eltls-55942	153	1	needs	need	VERB
eltls-55942	153	2	analysis	analysis	NOUN
eltls-55942	153	3	-	-	PUNCT
eltls-55942	153	4	based	base	VERB
eltls-55942	153	5	design	design	NOUN
eltls-55942	153	6	principles	principle	NOUN
eltls-55942	153	7	for	for	ADP
eltls-55942	153	8	constructing	construct	VERB
eltls-55942	153	9	a	a	DET
eltls-55942	153	10	context	context	NOUN
eltls-55942	153	11	-	-	PUNCT
eltls-55942	153	12	aware	aware	ADJ
eltls-55942	153	13	english	english	ADJ
eltls-55942	153	14	learning	learning	NOUN
eltls-55942	153	15	system	system	NOUN
eltls-55942	153	16	.	.	PUNCT
eltls-55942	154	1	computer	computer	NOUN
eltls-55942	154	2	assisted	assist	VERB
eltls-55942	154	3	language	language	NOUN
eltls-55942	154	4	learning	learning	NOUN
eltls-55942	154	5	,	,	PUNCT
eltls-55942	154	6	36(1	36(1	NUM
eltls-55942	154	7	-	-	SYM
eltls-55942	154	8	2	2	NUM
eltls-55942	154	9	)	)	PUNCT
eltls-55942	154	10	,	,	PUNCT
eltls-55942	154	11	176	176	NUM
eltls-55942	154	12	-	-	SYM
eltls-55942	154	13	204	204	NUM
eltls-55942	154	14	.	.	PUNCT
eltls-55942	155	1	https://doi.org/10.1080/09588221.2021.1905666	https://doi.org/10.1080/09588221.2021.1905666	PROPN
eltls-55942	155	2	hwang	hwang	PROPN
eltls-55942	155	3	,	,	PUNCT
eltls-55942	155	4	w.	w.	PROPN
eltls-55942	155	5	y.	y.	PROPN
eltls-55942	155	6	,	,	PUNCT
eltls-55942	155	7	nurtantyana	nurtantyana	PROPN
eltls-55942	155	8	,	,	PUNCT
eltls-55942	155	9	r.	r.	PROPN
eltls-55942	155	10	,	,	PUNCT
eltls-55942	155	11	purba	purba	PROPN
eltls-55942	155	12	,	,	PUNCT
eltls-55942	155	13	s.	s.	PROPN
eltls-55942	155	14	w.	w.	PROPN
eltls-55942	155	15	d.	d.	PROPN
eltls-55942	155	16	et	et	PROPN
eltls-55942	155	17	al	al	PROPN
eltls-55942	155	18	.	.	PROPN
eltls-55942	155	19	(	(	PUNCT
eltls-55942	155	20	2025	2025	NUM
eltls-55942	155	21	)	)	PUNCT
eltls-55942	155	22	.	.	PUNCT
eltls-55942	156	1	ai	ai	VERB
eltls-55942	156	2	and	and	CCONJ
eltls-55942	156	3	recognition	recognition	NOUN
eltls-55942	156	4	technologies	technology	NOUN
eltls-55942	156	5	to	to	PART
eltls-55942	156	6	facilitate	facilitate	VERB
eltls-55942	156	7	english	english	PROPN
eltls-55942	156	8	as	as	ADP
eltls-55942	156	9	foreign	foreign	ADJ
eltls-55942	156	10	language	language	NOUN
eltls-55942	156	11	writing	write	VERB
eltls-55942	156	12	for	for	ADP
eltls-55942	156	13	supporting	support	VERB
eltls-55942	156	14	personalization	personalization	NOUN
eltls-55942	156	15	and	and	CCONJ
eltls-55942	156	16	contextualization	contextualization	NOUN
eltls-55942	156	17	in	in	ADP
eltls-55942	156	18	authentic	authentic	ADJ
eltls-55942	156	19	contexts	contexts	NOUN
eltls-55942	156	20	.	.	PUNCT
eltls-55942	157	1	journal	journal	NOUN
eltls-55942	157	2	of	of	ADP
eltls-55942	157	3	educational	educational	ADJ
eltls-55942	157	4	computing	computing	NOUN
eltls-55942	157	5	research	research	NOUN
eltls-55942	157	6	,	,	PUNCT
eltls-55942	157	7	61(5	61(5	NUM
eltls-55942	157	8	)	)	PUNCT
eltls-55942	157	9	,	,	PUNCT
eltls-55942	157	10	1008	1008	NUM
eltls-55942	157	11	-	-	SYM
eltls-55942	157	12	1035	1035	NUM
eltls-55942	157	13	.	.	PUNCT
eltls-55942	158	1	https://doi.org/10.1177/07356331221137253	https://doi.org/10.1177/07356331221137253	PROPN
eltls-55942	159	1	lee	lee	PROPN
eltls-55942	159	2	,	,	PUNCT
eltls-55942	159	3	d.	d.	PROPN
eltls-55942	159	4	,	,	PUNCT
eltls-55942	159	5	kim	kim	PROPN
eltls-55942	159	6	,	,	PUNCT
eltls-55942	159	7	h.	h.	PROPN
eltls-55942	159	8	,	,	PUNCT
eltls-55942	159	9	&	&	CCONJ
eltls-55942	159	10	sung	sung	PROPN
eltls-55942	159	11	,	,	PUNCT
eltls-55942	159	12	s.	s.	PROPN
eltls-55942	159	13	h.	h.	PROPN
eltls-55942	159	14	(	(	PUNCT
eltls-55942	159	15	2023	2023	NUM
eltls-55942	159	16	)	)	PUNCT
eltls-55942	159	17	.	.	PUNCT
eltls-55942	160	1	development	development	NOUN
eltls-55942	160	2	research	research	NOUN
eltls-55942	160	3	on	on	ADP
eltls-55942	160	4	an	an	DET
eltls-55942	160	5	ai	ai	NOUN
eltls-55942	160	6	english	english	ADJ
eltls-55942	160	7	learning	learn	VERB
eltls-55942	160	8	support	support	NOUN
eltls-55942	160	9	system	system	NOUN
eltls-55942	160	10	to	to	PART
eltls-55942	160	11	facilitate	facilitate	VERB
eltls-55942	160	12	learner	learner	NOUN
eltls-55942	160	13	-	-	PUNCT
eltls-55942	160	14	generated	generate	VERB
eltls-55942	160	15	-	-	PUNCT
eltls-55942	160	16	context	context	NOUN
eltls-55942	160	17	-	-	PUNCT
eltls-55942	160	18	based	base	VERB
eltls-55942	160	19	learning	learning	NOUN
eltls-55942	160	20	.	.	PUNCT
eltls-55942	161	1	educational	educational	ADJ
eltls-55942	161	2	technology	technology	NOUN
eltls-55942	161	3	research	research	NOUN
eltls-55942	161	4	and	and	CCONJ
eltls-55942	161	5	development	development	NOUN
eltls-55942	161	6	,	,	PUNCT
eltls-55942	161	7	71(2	71(2	NUM
eltls-55942	161	8	)	)	PUNCT
eltls-55942	161	9	,	,	PUNCT
eltls-55942	161	10	629	629	NUM
eltls-55942	161	11	-	-	SYM
eltls-55942	161	12	666	666	NUM
eltls-55942	161	13	.	.	PUNCT
eltls-55942	161	14	https://doi.org/10.1007/s11423-022-10172-2	https://doi.org/10.1007/s11423-022-10172-2	PROPN
eltls-55942	161	15	li	li	PROPN
eltls-55942	161	16	,	,	PUNCT
eltls-55942	161	17	h.	h.	PROPN
eltls-55942	161	18	,	,	PUNCT
eltls-55942	161	19	majumdar	majumdar	PROPN
eltls-55942	161	20	,	,	PUNCT
eltls-55942	161	21	r.	r.	PROPN
eltls-55942	161	22	,	,	PUNCT
eltls-55942	161	23	chen	chen	PROPN
eltls-55942	161	24	,	,	PUNCT
eltls-55942	161	25	m.	m.	PROPN
eltls-55942	161	26	r.	r.	PROPN
eltls-55942	161	27	a.	a.	PROPN
eltls-55942	161	28	et	et	PROPN
eltls-55942	161	29	al	al	PROPN
eltls-55942	161	30	.	.	PROPN
eltls-55942	162	1	(	(	PUNCT
eltls-55942	162	2	2023	2023	NUM
eltls-55942	162	3	)	)	PUNCT
eltls-55942	162	4	.	.	PUNCT
eltls-55942	163	1	analysis	analysis	NOUN
eltls-55942	163	2	of	of	ADP
eltls-55942	163	3	self	self	NOUN
eltls-55942	163	4	-	-	PUNCT
eltls-55942	163	5	directed	direct	VERB
eltls-55942	163	6	learning	learning	NOUN
eltls-55942	163	7	ability	ability	NOUN
eltls-55942	163	8	,	,	PUNCT
eltls-55942	163	9	reading	read	VERB
eltls-55942	163	10	outcomes	outcome	NOUN
eltls-55942	163	11	,	,	PUNCT
eltls-55942	163	12	and	and	CCONJ
eltls-55942	163	13	personalized	personalized	ADJ
eltls-55942	163	14	planning	planning	NOUN
eltls-55942	163	15	behavior	behavior	NOUN
eltls-55942	163	16	for	for	ADP
eltls-55942	163	17	self	self	NOUN
eltls-55942	163	18	-	-	PUNCT
eltls-55942	163	19	directed	direct	VERB
eltls-55942	163	20	extensive	extensive	ADJ
eltls-55942	163	21	reading	reading	NOUN
eltls-55942	163	22	.	.	PUNCT
eltls-55942	164	1	interactive	interactive	ADJ
eltls-55942	164	2	learning	learning	NOUN
eltls-55942	164	3	environments	environment	NOUN
eltls-55942	164	4	,	,	PUNCT
eltls-55942	164	5	31(6	31(6	NUM
eltls-55942	164	6	)	)	PUNCT
eltls-55942	164	7	,	,	PUNCT
eltls-55942	164	8	3613	3613	NUM
eltls-55942	164	9	-	-	SYM
eltls-55942	164	10	3632	3632	NUM
eltls-55942	164	11	.	.	PUNCT
eltls-55942	165	1	https://doi.org/10.1080/10494820.2021.1937660	https://doi.org/10.1080/10494820.2021.1937660	PROPN
eltls-55942	165	2	zayet	zayet	PROPN
eltls-55942	165	3	,	,	PUNCT
eltls-55942	165	4	t.	t.	PROPN
eltls-55942	165	5	m.	m.	PROPN
eltls-55942	165	6	a.	a.	PROPN
eltls-55942	165	7	,	,	PUNCT
eltls-55942	165	8	ismail	ismail	PROPN
eltls-55942	165	9	,	,	PUNCT
eltls-55942	165	10	m.	m.	NOUN
eltls-55942	165	11	a.	a.	PROPN
eltls-55942	165	12	,	,	PUNCT
eltls-55942	165	13	almadi	almadi	PROPN
eltls-55942	165	14	,	,	PUNCT
eltls-55942	165	15	s.	s.	PROPN
eltls-55942	165	16	h.	h.	PROPN
eltls-55942	165	17	s.	s.	PROPN
eltls-55942	165	18	et	et	PROPN
eltls-55942	165	19	al	al	PROPN
eltls-55942	165	20	.	.	PROPN
eltls-55942	165	21	(	(	PUNCT
eltls-55942	165	22	2023	2023	NUM
eltls-55942	165	23	)	)	PUNCT
eltls-55942	165	24	.	.	PUNCT
eltls-55942	166	1	what	what	PRON
eltls-55942	166	2	is	be	AUX
eltls-55942	166	3	needed	need	VERB
eltls-55942	166	4	to	to	PART
eltls-55942	166	5	build	build	VERB
eltls-55942	166	6	a	a	DET
eltls-55942	166	7	personalized	personalized	ADJ
eltls-55942	166	8	recommender	recommender	NOUN
eltls-55942	166	9	system	system	NOUN
eltls-55942	166	10	for	for	ADP
eltls-55942	166	11	k-12	k-12	PROPN
eltls-55942	166	12	students	student	NOUN
eltls-55942	166	13	’	'	PUNCT
eltls-55942	166	14	e	e	NOUN
eltls-55942	166	15	-	-	NOUN
eltls-55942	166	16	learning	learning	NOUN
eltls-55942	166	17	?	?	PUNCT
eltls-55942	167	1	recommendations	recommendation	NOUN
eltls-55942	167	2	for	for	ADP
eltls-55942	167	3	future	future	ADJ
eltls-55942	167	4	systems	system	NOUN
eltls-55942	167	5	and	and	CCONJ
eltls-55942	167	6	a	a	DET
eltls-55942	167	7	conceptual	conceptual	ADJ
eltls-55942	167	8	framework	framework	NOUN
eltls-55942	167	9	.	.	PUNCT
eltls-55942	168	1	education	education	NOUN
eltls-55942	168	2	and	and	CCONJ
eltls-55942	168	3	information	information	NOUN
eltls-55942	168	4	technologies	technology	NOUN
eltls-55942	168	5	,	,	PUNCT
eltls-55942	168	6	28(6	28(6	NOUN
eltls-55942	168	7	)	)	PUNCT
eltls-55942	168	8	,	,	PUNCT
eltls-55942	168	9	7487	7487	NUM
eltls-55942	168	10	-	-	SYM
eltls-55942	168	11	7508	7508	NUM
eltls-55942	168	12	.	.	PUNCT
eltls-55942	169	1	https://doi.org/10.1007/s10639-022-11489-4	https://doi.org/10.1007/s10639-022-11489-4	NUM
eltls-55942	169	2	zubanova	zubanova	PROPN
eltls-55942	169	3	,	,	PUNCT
eltls-55942	169	4	s.	s.	PROPN
eltls-55942	169	5	,	,	PUNCT
eltls-55942	169	6	didenko	didenko	PROPN
eltls-55942	169	7	,	,	PUNCT
eltls-55942	169	8	e.	e.	PROPN
eltls-55942	169	9	,	,	PUNCT
eltls-55942	169	10	&	&	CCONJ
eltls-55942	169	11	karabulatova	karabulatova	PROPN
eltls-55942	169	12	,	,	PUNCT
eltls-55942	169	13	i.	i.	PROPN
eltls-55942	169	14	(	(	PUNCT
eltls-55942	169	15	2023	2023	NUM
eltls-55942	169	16	)	)	PUNCT
eltls-55942	169	17	.	.	PUNCT
eltls-55942	170	1	location	location	NOUN
eltls-55942	170	2	-	-	PUNCT
eltls-55942	170	3	based	base	VERB
eltls-55942	170	4	mobile	mobile	ADJ
eltls-55942	170	5	learning	learning	NOUN
eltls-55942	170	6	system	system	NOUN
eltls-55942	170	7	facilitating	facilitate	VERB
eltls-55942	170	8	english	english	ADJ
eltls-55942	170	9	learning	learning	NOUN
eltls-55942	170	10	.	.	PUNCT
eltls-55942	171	1	interactive	interactive	ADJ
eltls-55942	171	2	learning	learning	NOUN
eltls-55942	171	3	environments	environment	NOUN
eltls-55942	171	4	,	,	PUNCT
eltls-55942	171	5	31(8	31(8	NUM
eltls-55942	171	6	)	)	PUNCT
eltls-55942	171	7	,	,	PUNCT
eltls-55942	171	8	4818	4818	NUM
eltls-55942	171	9	-	-	SYM
eltls-55942	171	10	4834	4834	NUM
eltls-55942	171	11	.	.	PUNCT
eltls-55942	172	1	https://doi.org/10.1080/10494820.2021.1983609	https://doi.org/10.1080/10494820.2021.1983609	NOUN
eltls-55942	172	2	https://doi.org/10.1080/10494820.2021.1983609	https://doi.org/10.1080/10494820.2021.1983609	NOUN
eltls-55942	172	3	3.1	3.1	NUM
eltls-55942	172	4	application	application	NOUN
eltls-55942	172	5	of	of	ADP
eltls-55942	172	6	large	large	ADJ
eltls-55942	172	7	models	model	NOUN
eltls-55942	172	8	in	in	ADP
eltls-55942	172	9	personalized	personalized	ADJ
eltls-55942	172	10	le	le	X
eltls-55942	172	11	3.2	3.2	NUM
eltls-55942	172	12	multimodal	multimodal	NOUN
eltls-55942	172	13	technology	technology	NOUN
eltls-55942	172	14	improves	improve	VERB
eltls-55942	172	15	learning	learn	VERB
eltls-55942	172	16	experi	experi	VERB
eltls-55942	172	17	3.3	3.3	NUM
eltls-55942	172	18	dynamically	dynamically	ADV
eltls-55942	172	19	adjust	adjust	VERB
eltls-55942	172	20	the	the	DET
eltls-55942	172	21	adaptability	adaptability	NOUN
eltls-55942	172	22	of	of	ADP
eltls-55942	172	23	learnin	learnin	ADJ
eltls-55942	172	24	3.4	3.4	NUM
eltls-55942	172	25	feedback	feedback	NOUN
eltls-55942	172	26	-	-	PUNCT
eltls-55942	172	27	based	base	VERB
eltls-55942	172	28	adaptive	adaptive	ADJ
eltls-55942	172	29	learning	learning	NOUN
eltls-55942	172	30	strategy	strategy	NOUN
eltls-55942	172	31	figure	figure	NOUN
eltls-55942	172	32	1	1	NUM
eltls-55942	172	33	.	.	PUNCT
eltls-55942	173	1	learning	learn	VERB
eltls-55942	173	2	interest	interest	NOUN
eltls-55942	173	3	assessment	assessment	NOUN
eltls-55942	173	4	figure	figure	NOUN
eltls-55942	173	5	2	2	NUM
eltls-55942	173	6	.	.	PUNCT
eltls-55942	173	7	learning	learn	VERB
eltls-55942	173	8	efficiency	efficiency	NOUN
eltls-55942	173	9	evaluation	evaluation	NOUN
eltls-55942	173	10	(	(	PUNCT
eltls-55942	173	11	learning	learn	VERB
eltls-55942	173	12	table	table	NOUN
eltls-55942	173	13	1	1	NUM
eltls-55942	173	14	.	.	PUNCT
eltls-55942	173	15	frequency	frequency	NOUN
eltls-55942	173	16	of	of	ADP
eltls-55942	173	17	adjustment	adjustment	NOUN
eltls-55942	173	18	of	of	ADP
eltls-55942	173	19	learning	learn	VERB
eltls-55942	173	20	path	path	NOUN