id	sid	tid	token	lemma	pos
cana-4563	1	1	communications	communication	NOUN
cana-4563	1	2	on	on	ADP
cana-4563	1	3	applied	apply	VERB
cana-4563	1	4	nonlinear	nonlinear	ADJ
cana-4563	1	5	analysis	analysis	NOUN
cana-4563	1	6	issn	issn	NOUN
cana-4563	1	7	:	:	PUNCT
cana-4563	1	8	1074	1074	NUM
cana-4563	1	9	-	-	PUNCT
cana-4563	1	10	133x	133x	NUM
cana-4563	1	11	vol	vol	NOUN
cana-4563	1	12	32	32	NUM
cana-4563	1	13	no	no	NOUN
cana-4563	1	14	.	.	PUNCT
cana-4563	2	1	9s	9s	NUM
cana-4563	2	2	(	(	PUNCT
cana-4563	2	3	2025	2025	NUM
cana-4563	2	4	)	)	PUNCT
cana-4563	2	5	2602	2602	NUM
cana-4563	3	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-4563	3	2	impact	impact	NOUN
cana-4563	3	3	of	of	ADP
cana-4563	3	4	artificial	artificial	ADJ
cana-4563	3	5	intelligence	intelligence	NOUN
cana-4563	3	6	on	on	ADP
cana-4563	3	7	english	english	PROPN
cana-4563	3	8	language	language	NOUN
cana-4563	3	9	teaching	teach	VERB
cana-4563	3	10	dr	dr	PROPN
cana-4563	3	11	.	.	PROPN
cana-4563	3	12	t.	t.	PROPN
cana-4563	3	13	murari1	murari1	PROPN
cana-4563	3	14	,	,	PUNCT
cana-4563	3	15	*	*	PUNCT
cana-4563	3	16	,	,	PUNCT
cana-4563	3	17	p.	p.	NOUN
cana-4563	3	18	balaji2	balaji2	PROPN
cana-4563	4	1	&	&	CCONJ
cana-4563	4	2	t.	t.	PROPN
cana-4563	4	3	yugandhar3	yugandhar3	PROPN
cana-4563	4	4	1professor	1professor	NUM
cana-4563	4	5	,	,	PUNCT
cana-4563	4	6	department	department	NOUN
cana-4563	4	7	of	of	ADP
cana-4563	4	8	english	english	PROPN
cana-4563	4	9	,	,	PUNCT
cana-4563	4	10	sri	sri	PROPN
cana-4563	4	11	venkateswara	venkateswara	PROPN
cana-4563	4	12	college	college	PROPN
cana-4563	4	13	of	of	ADP
cana-4563	4	14	engineering	engineering	PROPN
cana-4563	4	15	,	,	PUNCT
cana-4563	4	16	tirupati	tirupati	PROPN
cana-4563	4	17	2assistant	2assistant	PROPN
cana-4563	4	18	professor	professor	NOUN
cana-4563	4	19	,	,	PUNCT
cana-4563	4	20	malla	malla	PROPN
cana-4563	4	21	reddy	reddy	PROPN
cana-4563	4	22	engineering	engineering	PROPN
cana-4563	4	23	college	college	PROPN
cana-4563	4	24	(	(	PUNCT
cana-4563	4	25	a	a	NOUN
cana-4563	4	26	)	)	PUNCT
cana-4563	4	27	,	,	PUNCT
cana-4563	4	28	hyderabad	hyderabad	PROPN
cana-4563	4	29	3assistant	3assistant	NUM
cana-4563	4	30	professor	professor	NOUN
cana-4563	4	31	,	,	PUNCT
cana-4563	4	32	department	department	NOUN
cana-4563	4	33	of	of	ADP
cana-4563	4	34	english	english	PROPN
cana-4563	4	35	,	,	PUNCT
cana-4563	4	36	sri	sri	PROPN
cana-4563	4	37	venkateswara	venkateswara	PROPN
cana-4563	4	38	college	college	PROPN
cana-4563	4	39	of	of	ADP
cana-4563	4	40	engineering	engineering	NOUN
cana-4563	4	41	,	,	PUNCT
cana-4563	4	42	tirupati	tirupati	PROPN
cana-4563	5	1	.	.	PUNCT
cana-4563	6	1	*	*	PUNCT
cana-4563	6	2	tirunurumurari786@gmail.com	tirunurumurari786@gmail.com	SYM
cana-4563	6	3	article	article	NOUN
cana-4563	6	4	history	history	NOUN
cana-4563	6	5	:	:	PUNCT
cana-4563	6	6	received	receive	VERB
cana-4563	6	7	:	:	PUNCT
cana-4563	6	8	12	12	NUM
cana-4563	6	9	-	-	SYM
cana-4563	6	10	01	01	NUM
cana-4563	6	11	-	-	PUNCT
cana-4563	6	12	2025	2025	NUM
cana-4563	6	13	revised	revise	VERB
cana-4563	6	14	:	:	PUNCT
cana-4563	6	15	15	15	NUM
cana-4563	6	16	-	-	NUM
cana-4563	6	17	02	02	NUM
cana-4563	6	18	-	-	PUNCT
cana-4563	6	19	2025	2025	NUM
cana-4563	6	20	accepted	accept	VERB
cana-4563	6	21	:	:	PUNCT
cana-4563	6	22	01	01	NUM
cana-4563	6	23	-	-	SYM
cana-4563	6	24	03	03	NUM
cana-4563	6	25	-	-	PUNCT
cana-4563	6	26	2025	2025	NUM
cana-4563	6	27	abstract	abstract	NOUN
cana-4563	6	28	:	:	PUNCT
cana-4563	6	29	artificial	artificial	ADJ
cana-4563	6	30	intelligence	intelligence	NOUN
cana-4563	6	31	(	(	PUNCT
cana-4563	6	32	ai	ai	NOUN
cana-4563	6	33	)	)	PUNCT
cana-4563	6	34	has	have	AUX
cana-4563	6	35	rapidly	rapidly	ADV
cana-4563	6	36	emerged	emerge	VERB
cana-4563	6	37	as	as	ADP
cana-4563	6	38	a	a	DET
cana-4563	6	39	transformative	transformative	ADJ
cana-4563	6	40	technology	technology	NOUN
cana-4563	6	41	in	in	ADP
cana-4563	6	42	various	various	ADJ
cana-4563	6	43	fields	field	NOUN
cana-4563	6	44	,	,	PUNCT
cana-4563	6	45	and	and	CCONJ
cana-4563	6	46	its	its	PRON
cana-4563	6	47	impact	impact	NOUN
cana-4563	6	48	on	on	ADP
cana-4563	6	49	education	education	NOUN
cana-4563	6	50	is	be	AUX
cana-4563	6	51	no	no	DET
cana-4563	6	52	exception	exception	NOUN
cana-4563	6	53	.	.	PUNCT
cana-4563	7	1	this	this	DET
cana-4563	7	2	research	research	NOUN
cana-4563	7	3	paper	paper	NOUN
cana-4563	7	4	aims	aim	VERB
cana-4563	7	5	to	to	PART
cana-4563	7	6	explore	explore	VERB
cana-4563	7	7	the	the	DET
cana-4563	7	8	influence	influence	NOUN
cana-4563	7	9	of	of	ADP
cana-4563	7	10	ai	ai	NOUN
cana-4563	7	11	on	on	ADP
cana-4563	7	12	english	english	ADJ
cana-4563	7	13	language	language	NOUN
cana-4563	7	14	teaching	teaching	NOUN
cana-4563	7	15	(	(	PUNCT
cana-4563	7	16	elt	elt	PROPN
cana-4563	7	17	)	)	PUNCT
cana-4563	7	18	and	and	CCONJ
cana-4563	7	19	its	its	PRON
cana-4563	7	20	potential	potential	ADJ
cana-4563	7	21	implications	implication	NOUN
cana-4563	7	22	for	for	ADP
cana-4563	7	23	educators	educator	NOUN
cana-4563	7	24	,	,	PUNCT
cana-4563	7	25	learners	learner	NOUN
cana-4563	7	26	,	,	PUNCT
cana-4563	7	27	and	and	CCONJ
cana-4563	7	28	the	the	DET
cana-4563	7	29	field	field	NOUN
cana-4563	7	30	as	as	ADP
cana-4563	7	31	a	a	DET
cana-4563	7	32	whole	whole	NOUN
cana-4563	7	33	.	.	PUNCT
cana-4563	8	1	by	by	ADP
cana-4563	8	2	examining	examine	VERB
cana-4563	8	3	the	the	DET
cana-4563	8	4	advancements	advancement	NOUN
cana-4563	8	5	,	,	PUNCT
cana-4563	8	6	benefits	benefit	NOUN
cana-4563	8	7	,	,	PUNCT
cana-4563	8	8	challenges	challenge	NOUN
cana-4563	8	9	,	,	PUNCT
cana-4563	8	10	and	and	CCONJ
cana-4563	8	11	future	future	ADJ
cana-4563	8	12	prospects	prospect	NOUN
cana-4563	8	13	of	of	ADP
cana-4563	8	14	ai	ai	NOUN
cana-4563	8	15	in	in	ADP
cana-4563	8	16	elt	elt	PROPN
cana-4563	8	17	,	,	PUNCT
cana-4563	8	18	this	this	DET
cana-4563	8	19	paper	paper	NOUN
cana-4563	8	20	provides	provide	VERB
cana-4563	8	21	valuable	valuable	ADJ
cana-4563	8	22	insights	insight	NOUN
cana-4563	8	23	into	into	ADP
cana-4563	8	24	how	how	SCONJ
cana-4563	8	25	this	this	DET
cana-4563	8	26	technology	technology	NOUN
cana-4563	8	27	is	be	AUX
cana-4563	8	28	reshaping	reshape	VERB
cana-4563	8	29	language	language	NOUN
cana-4563	8	30	learning	learning	NOUN
cana-4563	8	31	and	and	CCONJ
cana-4563	8	32	teaching	teaching	NOUN
cana-4563	8	33	methodologies	methodology	NOUN
cana-4563	8	34	.	.	PUNCT
cana-4563	9	1	keywords	keyword	NOUN
cana-4563	9	2	:	:	PUNCT
cana-4563	9	3	artificial	artificial	ADJ
cana-4563	9	4	intelligence	intelligence	NOUN
cana-4563	9	5	,	,	PUNCT
cana-4563	9	6	english	english	ADJ
cana-4563	9	7	language	language	NOUN
cana-4563	9	8	teaching	teaching	NOUN
cana-4563	9	9	,	,	PUNCT
cana-4563	9	10	language	language	NOUN
cana-4563	9	11	learning	learning	NOUN
cana-4563	9	12	,	,	PUNCT
cana-4563	9	13	educational	educational	ADJ
cana-4563	9	14	techno	techno	NOUN
cana-4563	9	15	introduction	introduction	NOUN
cana-4563	9	16	the	the	DET
cana-4563	9	17	rapid	rapid	ADJ
cana-4563	9	18	advancement	advancement	NOUN
cana-4563	9	19	of	of	ADP
cana-4563	9	20	artificial	artificial	ADJ
cana-4563	9	21	intelligence	intelligence	NOUN
cana-4563	9	22	(	(	PUNCT
cana-4563	9	23	ai	ai	NOUN
cana-4563	9	24	)	)	PUNCT
cana-4563	9	25	has	have	AUX
cana-4563	9	26	significantly	significantly	ADV
cana-4563	9	27	influenced	influence	VERB
cana-4563	9	28	various	various	ADJ
cana-4563	9	29	industries	industry	NOUN
cana-4563	9	30	and	and	CCONJ
cana-4563	9	31	educational	educational	ADJ
cana-4563	9	32	fields	field	NOUN
cana-4563	9	33	.	.	PUNCT
cana-4563	10	1	english	english	ADJ
cana-4563	10	2	language	language	NOUN
cana-4563	10	3	teaching	teaching	NOUN
cana-4563	10	4	(	(	PUNCT
cana-4563	10	5	elt	elt	NOUN
cana-4563	10	6	)	)	PUNCT
cana-4563	10	7	is	be	AUX
cana-4563	10	8	no	no	DET
cana-4563	10	9	exception	exception	NOUN
cana-4563	10	10	(	(	PUNCT
cana-4563	10	11	gong	gong	PROPN
cana-4563	10	12	&	&	CCONJ
cana-4563	10	13	zhang	zhang	PROPN
cana-4563	10	14	,	,	PUNCT
cana-4563	10	15	2020	2020	NUM
cana-4563	10	16	)	)	PUNCT
cana-4563	10	17	,	,	PUNCT
cana-4563	10	18	as	as	SCONJ
cana-4563	10	19	ai	ai	PROPN
cana-4563	10	20	technologies	technology	NOUN
cana-4563	10	21	are	be	AUX
cana-4563	10	22	increasingly	increasingly	ADV
cana-4563	10	23	being	be	AUX
cana-4563	10	24	integrated	integrate	VERB
cana-4563	10	25	into	into	ADP
cana-4563	10	26	language	language	NOUN
cana-4563	10	27	learning	learning	NOUN
cana-4563	10	28	and	and	CCONJ
cana-4563	10	29	teaching	teaching	NOUN
cana-4563	10	30	processes	process	NOUN
cana-4563	10	31	(	(	PUNCT
cana-4563	10	32	alsaid	alsaid	VERB
cana-4563	10	33	,	,	PUNCT
cana-4563	10	34	al	al	PROPN
cana-4563	10	35	-	-	PUNCT
cana-4563	10	36	shuaili	shuaili	PROPN
cana-4563	10	37	&	&	CCONJ
cana-4563	10	38	al	al	PROPN
cana-4563	10	39	-	-	PUNCT
cana-4563	10	40	khanjari	khanjari	PROPN
cana-4563	10	41	,	,	PUNCT
cana-4563	10	42	2020	2020	NUM
cana-4563	10	43	)	)	PUNCT
cana-4563	10	44	.	.	PUNCT
cana-4563	11	1	this	this	DET
cana-4563	11	2	research	research	NOUN
cana-4563	11	3	paper	paper	NOUN
cana-4563	11	4	aims	aim	VERB
cana-4563	11	5	to	to	PART
cana-4563	11	6	examine	examine	VERB
cana-4563	11	7	the	the	DET
cana-4563	11	8	impact	impact	NOUN
cana-4563	11	9	of	of	ADP
cana-4563	11	10	ai	ai	VERB
cana-4563	11	11	on	on	ADP
cana-4563	11	12	elt	elt	PROPN
cana-4563	11	13	,	,	PUNCT
cana-4563	11	14	exploring	explore	VERB
cana-4563	11	15	its	its	PRON
cana-4563	11	16	potential	potential	ADJ
cana-4563	11	17	benefits	benefit	NOUN
cana-4563	11	18	and	and	CCONJ
cana-4563	11	19	challenges	challenge	NOUN
cana-4563	11	20	.	.	PUNCT
cana-4563	12	1	the	the	DET
cana-4563	12	2	paper	paper	NOUN
cana-4563	12	3	begins	begin	VERB
cana-4563	12	4	with	with	ADP
cana-4563	12	5	an	an	DET
cana-4563	12	6	introduction	introduction	NOUN
cana-4563	12	7	to	to	PART
cana-4563	12	8	ai	ai	VERB
cana-4563	12	9	and	and	CCONJ
cana-4563	12	10	its	its	PRON
cana-4563	12	11	relevance	relevance	NOUN
cana-4563	12	12	to	to	PART
cana-4563	12	13	elt	elt	VERB
cana-4563	12	14	.	.	PUNCT
cana-4563	13	1	it	it	PRON
cana-4563	13	2	then	then	ADV
cana-4563	13	3	delves	delve	VERB
cana-4563	13	4	into	into	ADP
cana-4563	13	5	the	the	DET
cana-4563	13	6	specific	specific	ADJ
cana-4563	13	7	applications	application	NOUN
cana-4563	13	8	of	of	ADP
cana-4563	13	9	ai	ai	NOUN
cana-4563	13	10	in	in	ADP
cana-4563	13	11	elt	elt	PROPN
cana-4563	13	12	,	,	PUNCT
cana-4563	13	13	including	include	VERB
cana-4563	13	14	intelligent	intelligent	ADJ
cana-4563	13	15	tutoring	tutoring	NOUN
cana-4563	13	16	systems	system	NOUN
cana-4563	13	17	,	,	PUNCT
cana-4563	13	18	automated	automate	VERB
cana-4563	13	19	assessment	assessment	NOUN
cana-4563	13	20	,	,	PUNCT
cana-4563	13	21	language	language	NOUN
cana-4563	13	22	analysis	analysis	NOUN
cana-4563	13	23	,	,	PUNCT
cana-4563	13	24	and	and	CCONJ
cana-4563	13	25	personalized	personalized	ADJ
cana-4563	13	26	learning	learning	NOUN
cana-4563	13	27	.	.	PUNCT
cana-4563	14	1	the	the	DET
cana-4563	14	2	potential	potential	ADJ
cana-4563	14	3	benefits	benefit	NOUN
cana-4563	14	4	of	of	ADP
cana-4563	14	5	ai	ai	VERB
cana-4563	14	6	in	in	ADP
cana-4563	14	7	enhancing	enhance	VERB
cana-4563	14	8	language	language	NOUN
cana-4563	14	9	learning	learn	VERB
cana-4563	14	10	outcomes	outcome	NOUN
cana-4563	14	11	,	,	PUNCT
cana-4563	14	12	promoting	promote	VERB
cana-4563	14	13	learner	learner	NOUN
cana-4563	14	14	engagement	engagement	NOUN
cana-4563	14	15	,	,	PUNCT
cana-4563	14	16	and	and	CCONJ
cana-4563	14	17	providing	provide	VERB
cana-4563	14	18	individualized	individualized	ADJ
cana-4563	14	19	instruction	instruction	NOUN
cana-4563	14	20	are	be	AUX
cana-4563	14	21	discussed	discuss	VERB
cana-4563	14	22	.	.	PUNCT
cana-4563	15	1	however	however	ADV
cana-4563	15	2	,	,	PUNCT
cana-4563	15	3	the	the	DET
cana-4563	15	4	paper	paper	NOUN
cana-4563	15	5	also	also	ADV
cana-4563	15	6	addresses	address	VERB
cana-4563	15	7	the	the	DET
cana-4563	15	8	challenges	challenge	NOUN
cana-4563	15	9	associated	associate	VERB
cana-4563	15	10	with	with	ADP
cana-4563	15	11	ai	ai	PRON
cana-4563	15	12	implementation	implementation	NOUN
cana-4563	15	13	in	in	ADP
cana-4563	15	14	elt	elt	PROPN
cana-4563	15	15	,	,	PUNCT
cana-4563	15	16	such	such	ADJ
cana-4563	15	17	as	as	ADP
cana-4563	15	18	ethical	ethical	ADJ
cana-4563	15	19	considerations	consideration	NOUN
cana-4563	15	20	,	,	PUNCT
cana-4563	15	21	the	the	DET
cana-4563	15	22	role	role	NOUN
cana-4563	15	23	of	of	ADP
cana-4563	15	24	teachers	teacher	NOUN
cana-4563	15	25	,	,	PUNCT
cana-4563	15	26	and	and	CCONJ
cana-4563	15	27	potential	potential	ADJ
cana-4563	15	28	biases	bias	NOUN
cana-4563	15	29	.	.	PUNCT
cana-4563	16	1	to	to	PART
cana-4563	16	2	gain	gain	VERB
cana-4563	16	3	a	a	DET
cana-4563	16	4	comprehensive	comprehensive	ADJ
cana-4563	16	5	understanding	understanding	NOUN
cana-4563	16	6	,	,	PUNCT
cana-4563	16	7	the	the	DET
cana-4563	16	8	research	research	NOUN
cana-4563	16	9	paper	paper	NOUN
cana-4563	16	10	incorporates	incorporate	VERB
cana-4563	16	11	a	a	DET
cana-4563	16	12	review	review	NOUN
cana-4563	16	13	of	of	ADP
cana-4563	16	14	existing	exist	VERB
cana-4563	16	15	literature	literature	NOUN
cana-4563	16	16	,	,	PUNCT
cana-4563	16	17	case	case	NOUN
cana-4563	16	18	studies	study	NOUN
cana-4563	16	19	,	,	PUNCT
cana-4563	16	20	and	and	CCONJ
cana-4563	16	21	expert	expert	NOUN
cana-4563	16	22	opinions	opinion	NOUN
cana-4563	16	23	.	.	PUNCT
cana-4563	17	1	overall	overall	ADV
cana-4563	17	2	,	,	PUNCT
cana-4563	17	3	this	this	DET
cana-4563	17	4	paper	paper	NOUN
cana-4563	17	5	contributes	contribute	VERB
cana-4563	17	6	to	to	ADP
cana-4563	17	7	the	the	DET
cana-4563	17	8	growing	grow	VERB
cana-4563	17	9	body	body	NOUN
cana-4563	17	10	of	of	ADP
cana-4563	17	11	research	research	NOUN
cana-4563	17	12	on	on	ADP
cana-4563	17	13	ai	ai	PROPN
cana-4563	17	14	in	in	ADP
cana-4563	17	15	elt	elt	PROPN
cana-4563	17	16	,	,	PUNCT
cana-4563	17	17	shedding	shed	VERB
cana-4563	17	18	light	light	NOUN
cana-4563	17	19	on	on	ADP
cana-4563	17	20	its	its	PRON
cana-4563	17	21	transformative	transformative	ADJ
cana-4563	17	22	potential	potential	NOUN
cana-4563	17	23	while	while	SCONJ
cana-4563	17	24	emphasizing	emphasize	VERB
cana-4563	17	25	the	the	DET
cana-4563	17	26	importance	importance	NOUN
cana-4563	17	27	of	of	ADP
cana-4563	17	28	maintaining	maintain	VERB
cana-4563	17	29	a	a	DET
cana-4563	17	30	balance	balance	NOUN
cana-4563	17	31	between	between	ADP
cana-4563	17	32	human	human	ADJ
cana-4563	17	33	instruction	instruction	NOUN
cana-4563	17	34	and	and	CCONJ
cana-4563	17	35	ai	ai	NOUN
cana-4563	17	36	-	-	PUNCT
cana-4563	17	37	based	base	VERB
cana-4563	17	38	tools	tool	NOUN
cana-4563	17	39	.	.	PUNCT
cana-4563	18	1	overview	overview	NOUN
cana-4563	18	2	of	of	ADP
cana-4563	18	3	artificial	artificial	ADJ
cana-4563	18	4	intelligence	intelligence	NOUN
cana-4563	18	5	in	in	ADP
cana-4563	18	6	education	education	NOUN
cana-4563	18	7	artificial	artificial	ADJ
cana-4563	18	8	intelligence	intelligence	NOUN
cana-4563	18	9	(	(	PUNCT
cana-4563	18	10	ai	ai	NOUN
cana-4563	18	11	)	)	PUNCT
cana-4563	18	12	has	have	AUX
cana-4563	18	13	made	make	VERB
cana-4563	18	14	significant	significant	ADJ
cana-4563	18	15	strides	stride	NOUN
cana-4563	18	16	in	in	ADP
cana-4563	18	17	various	various	ADJ
cana-4563	18	18	fields	field	NOUN
cana-4563	18	19	,	,	PUNCT
cana-4563	18	20	including	include	VERB
cana-4563	18	21	education	education	NOUN
cana-4563	18	22	.	.	PUNCT
cana-4563	19	1	ai	ai	AUX
cana-4563	19	2	in	in	ADP
cana-4563	19	3	education	education	NOUN
cana-4563	19	4	refers	refer	VERB
cana-4563	19	5	to	to	ADP
cana-4563	19	6	the	the	DET
cana-4563	19	7	use	use	NOUN
cana-4563	19	8	of	of	ADP
cana-4563	19	9	intelligent	intelligent	ADJ
cana-4563	19	10	systems	system	NOUN
cana-4563	19	11	and	and	CCONJ
cana-4563	19	12	technologies	technology	NOUN
cana-4563	19	13	to	to	PART
cana-4563	19	14	enhance	enhance	VERB
cana-4563	19	15	learning	learning	NOUN
cana-4563	19	16	,	,	PUNCT
cana-4563	19	17	instruction	instruction	NOUN
cana-4563	19	18	,	,	PUNCT
cana-4563	19	19	and	and	CCONJ
cana-4563	19	20	overall	overall	ADJ
cana-4563	19	21	educational	educational	ADJ
cana-4563	19	22	experiences	experience	NOUN
cana-4563	19	23	(	(	PUNCT
cana-4563	19	24	liu	liu	PROPN
cana-4563	19	25	,	,	PUNCT
cana-4563	19	26	x	x	PROPN
cana-4563	19	27	et	et	PROPN
cana-4563	19	28	al	al	PROPN
cana-4563	19	29	.	.	PROPN
cana-4563	19	30	,	,	PUNCT
cana-4563	19	31	2017	2017	NUM
cana-4563	19	32	)	)	PUNCT
cana-4563	19	33	.	.	PUNCT
cana-4563	20	1	it	it	PRON
cana-4563	20	2	encompasses	encompass	VERB
cana-4563	20	3	a	a	DET
cana-4563	20	4	wide	wide	ADJ
cana-4563	20	5	range	range	NOUN
cana-4563	20	6	of	of	ADP
cana-4563	20	7	applications	application	NOUN
cana-4563	20	8	and	and	CCONJ
cana-4563	20	9	techniques	technique	NOUN
cana-4563	20	10	that	that	PRON
cana-4563	20	11	leverage	leverage	NOUN
cana-4563	20	12	machine	machine	NOUN
cana-4563	20	13	learning	learning	NOUN
cana-4563	20	14	,	,	PUNCT
cana-4563	20	15	natural	natural	ADJ
cana-4563	20	16	language	language	NOUN
cana-4563	20	17	processing	processing	NOUN
cana-4563	20	18	,	,	PUNCT
cana-4563	20	19	and	and	CCONJ
cana-4563	20	20	data	datum	NOUN
cana-4563	20	21	analysis	analysis	NOUN
cana-4563	20	22	to	to	PART
cana-4563	20	23	provide	provide	VERB
cana-4563	20	24	personalized	personalized	ADJ
cana-4563	20	25	and	and	CCONJ
cana-4563	20	26	adaptive	adaptive	ADJ
cana-4563	20	27	learning	learning	NOUN
cana-4563	20	28	experiences	experience	NOUN
cana-4563	20	29	paquette	paquette	PROPN
cana-4563	20	30	,	,	PUNCT
cana-4563	20	31	et	et	PROPN
cana-4563	20	32	al	al	PROPN
cana-4563	20	33	.	.	PROPN
cana-4563	20	34	,	,	PUNCT
cana-4563	20	35	2018	2018	NUM
cana-4563	20	36	)	)	PUNCT
cana-4563	20	37	.	.	PUNCT
cana-4563	21	1	communications	communication	NOUN
cana-4563	21	2	on	on	ADP
cana-4563	21	3	applied	apply	VERB
cana-4563	21	4	nonlinear	nonlinear	ADJ
cana-4563	21	5	analysis	analysis	NOUN
cana-4563	21	6	issn	issn	NOUN
cana-4563	21	7	:	:	PUNCT
cana-4563	21	8	1074	1074	NUM
cana-4563	21	9	-	-	PUNCT
cana-4563	21	10	133x	133x	NUM
cana-4563	21	11	vol	vol	NOUN
cana-4563	21	12	32	32	NUM
cana-4563	21	13	no	no	NOUN
cana-4563	21	14	.	.	PUNCT
cana-4563	22	1	9s	9s	NUM
cana-4563	22	2	(	(	PUNCT
cana-4563	22	3	2025	2025	NUM
cana-4563	22	4	)	)	PUNCT
cana-4563	22	5	2603	2603	NUM
cana-4563	22	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4563	22	7	definition	definition	NOUN
cana-4563	22	8	and	and	CCONJ
cana-4563	22	9	concepts	concept	NOUN
cana-4563	22	10	of	of	ADP
cana-4563	22	11	artificial	artificial	ADJ
cana-4563	22	12	intelligence	intelligence	NOUN
cana-4563	22	13	:	:	PUNCT
cana-4563	22	14	artificial	artificial	ADJ
cana-4563	22	15	intelligence	intelligence	NOUN
cana-4563	22	16	is	be	AUX
cana-4563	22	17	a	a	DET
cana-4563	22	18	branch	branch	NOUN
cana-4563	22	19	of	of	ADP
cana-4563	22	20	computer	computer	NOUN
cana-4563	22	21	science	science	NOUN
cana-4563	22	22	that	that	PRON
cana-4563	22	23	deals	deal	VERB
cana-4563	22	24	with	with	ADP
cana-4563	22	25	creating	create	VERB
cana-4563	22	26	intelligent	intelligent	ADJ
cana-4563	22	27	machines	machine	NOUN
cana-4563	22	28	that	that	PRON
cana-4563	22	29	can	can	AUX
cana-4563	22	30	perform	perform	VERB
cana-4563	22	31	tasks	task	NOUN
cana-4563	22	32	that	that	PRON
cana-4563	22	33	typically	typically	ADV
cana-4563	22	34	require	require	VERB
cana-4563	22	35	human	human	ADJ
cana-4563	22	36	intelligence	intelligence	NOUN
cana-4563	22	37	.	.	PUNCT
cana-4563	23	1	it	it	PRON
cana-4563	23	2	involves	involve	VERB
cana-4563	23	3	the	the	DET
cana-4563	23	4	development	development	NOUN
cana-4563	23	5	of	of	ADP
cana-4563	23	6	algorithms	algorithm	NOUN
cana-4563	23	7	and	and	CCONJ
cana-4563	23	8	models	model	NOUN
cana-4563	23	9	that	that	PRON
cana-4563	23	10	enable	enable	VERB
cana-4563	23	11	computers	computer	NOUN
cana-4563	23	12	to	to	PART
cana-4563	23	13	learn	learn	VERB
cana-4563	23	14	from	from	ADP
cana-4563	23	15	data	datum	NOUN
cana-4563	23	16	,	,	PUNCT
cana-4563	23	17	reason	reason	NOUN
cana-4563	23	18	,	,	PUNCT
cana-4563	23	19	make	make	VERB
cana-4563	23	20	decisions	decision	NOUN
cana-4563	23	21	,	,	PUNCT
cana-4563	23	22	and	and	CCONJ
cana-4563	23	23	solve	solve	VERB
cana-4563	23	24	complex	complex	ADJ
cana-4563	23	25	problems	problem	NOUN
cana-4563	23	26	.	.	PUNCT
cana-4563	24	1	ai	ai	VERB
cana-4563	24	2	encompasses	encompass	VERB
cana-4563	24	3	several	several	ADJ
cana-4563	24	4	subfields	subfield	NOUN
cana-4563	24	5	,	,	PUNCT
cana-4563	24	6	including	include	VERB
cana-4563	24	7	machine	machine	NOUN
cana-4563	24	8	learning	learning	NOUN
cana-4563	24	9	,	,	PUNCT
cana-4563	24	10	natural	natural	ADJ
cana-4563	24	11	language	language	NOUN
cana-4563	24	12	processing	processing	NOUN
cana-4563	24	13	,	,	PUNCT
cana-4563	24	14	computer	computer	NOUN
cana-4563	24	15	vision	vision	NOUN
cana-4563	24	16	,	,	PUNCT
cana-4563	24	17	and	and	CCONJ
cana-4563	24	18	robotics	robotic	NOUN
cana-4563	24	19	.	.	PUNCT
cana-4563	25	1	in	in	ADP
cana-4563	25	2	the	the	DET
cana-4563	25	3	context	context	NOUN
cana-4563	25	4	of	of	ADP
cana-4563	25	5	education	education	NOUN
cana-4563	25	6	,	,	PUNCT
cana-4563	25	7	ai	ai	VERB
cana-4563	25	8	systems	system	NOUN
cana-4563	25	9	are	be	AUX
cana-4563	25	10	designed	design	VERB
cana-4563	25	11	to	to	PART
cana-4563	25	12	emulate	emulate	VERB
cana-4563	25	13	human	human	ADJ
cana-4563	25	14	intelligence	intelligence	NOUN
cana-4563	25	15	to	to	PART
cana-4563	25	16	support	support	VERB
cana-4563	25	17	and	and	CCONJ
cana-4563	25	18	enhance	enhance	VERB
cana-4563	25	19	educational	educational	ADJ
cana-4563	25	20	processes	process	NOUN
cana-4563	25	21	.	.	PUNCT
cana-4563	26	1	these	these	DET
cana-4563	26	2	systems	system	NOUN
cana-4563	26	3	can	can	AUX
cana-4563	26	4	analyze	analyze	VERB
cana-4563	26	5	large	large	ADJ
cana-4563	26	6	amounts	amount	NOUN
cana-4563	26	7	of	of	ADP
cana-4563	26	8	educational	educational	ADJ
cana-4563	26	9	data	datum	NOUN
cana-4563	26	10	,	,	PUNCT
cana-4563	26	11	recognize	recognize	VERB
cana-4563	26	12	patterns	pattern	NOUN
cana-4563	26	13	,	,	PUNCT
cana-4563	26	14	and	and	CCONJ
cana-4563	26	15	provide	provide	VERB
cana-4563	26	16	insights	insight	NOUN
cana-4563	26	17	to	to	PART
cana-4563	26	18	improve	improve	VERB
cana-4563	26	19	teaching	teaching	NOUN
cana-4563	26	20	methods	method	NOUN
cana-4563	26	21	,	,	PUNCT
cana-4563	26	22	personalize	personalize	VERB
cana-4563	26	23	learning	learn	VERB
cana-4563	26	24	experiences	experience	NOUN
cana-4563	26	25	,	,	PUNCT
cana-4563	26	26	and	and	CCONJ
cana-4563	26	27	assist	assist	VERB
cana-4563	26	28	students	student	NOUN
cana-4563	26	29	in	in	ADP
cana-4563	26	30	their	their	PRON
cana-4563	26	31	academic	academic	ADJ
cana-4563	26	32	journey	journey	NOUN
cana-4563	26	33	.	.	PUNCT
cana-4563	27	1	applications	application	NOUN
cana-4563	27	2	of	of	ADP
cana-4563	27	3	ai	ai	NOUN
cana-4563	27	4	in	in	ADP
cana-4563	27	5	education	education	NOUN
cana-4563	27	6	:	:	PUNCT
cana-4563	27	7	the	the	DET
cana-4563	27	8	growing	grow	VERB
cana-4563	27	9	applications	application	NOUN
cana-4563	27	10	of	of	ADP
cana-4563	27	11	ai	ai	NOUN
cana-4563	27	12	in	in	ADP
cana-4563	27	13	education	education	NOUN
cana-4563	27	14	,	,	PUNCT
cana-4563	27	15	especially	especially	ADV
cana-4563	27	16	in	in	ADP
cana-4563	27	17	language	language	NOUN
cana-4563	27	18	teaching	teaching	NOUN
cana-4563	27	19	,	,	PUNCT
cana-4563	27	20	have	have	AUX
cana-4563	27	21	given	give	VERB
cana-4563	27	22	boost	boost	NOUN
cana-4563	27	23	to	to	ADP
cana-4563	27	24	teacher	teacher	NOUN
cana-4563	27	25	performance	performance	NOUN
cana-4563	27	26	and	and	CCONJ
cana-4563	27	27	learner	learner	NOUN
cana-4563	27	28	’s	’s	PART
cana-4563	27	29	performance	performance	NOUN
cana-4563	27	30	(	(	PUNCT
cana-4563	27	31	hwang	hwang	PROPN
cana-4563	27	32	,	,	PUNCT
cana-4563	27	33	et	et	PROPN
cana-4563	27	34	al	al	PROPN
cana-4563	27	35	.	.	PROPN
cana-4563	27	36	,	,	PUNCT
cana-4563	27	37	2017	2017	NUM
cana-4563	27	38	)	)	PUNCT
cana-4563	27	39	,	,	PUNCT
cana-4563	27	40	including	include	VERB
cana-4563	27	41	:	:	PUNCT
cana-4563	27	42	personalized	personalized	ADJ
cana-4563	27	43	learning	learning	NOUN
cana-4563	27	44	:	:	PUNCT
cana-4563	27	45	ai	ai	VERB
cana-4563	27	46	can	can	AUX
cana-4563	27	47	adapt	adapt	VERB
cana-4563	27	48	educational	educational	ADJ
cana-4563	27	49	content	content	NOUN
cana-4563	27	50	and	and	CCONJ
cana-4563	27	51	learning	learn	VERB
cana-4563	27	52	experiences	experience	NOUN
cana-4563	27	53	to	to	PART
cana-4563	27	54	meet	meet	VERB
cana-4563	27	55	the	the	DET
cana-4563	27	56	individual	individual	ADJ
cana-4563	27	57	needs	need	NOUN
cana-4563	27	58	and	and	CCONJ
cana-4563	27	59	preferences	preference	NOUN
cana-4563	27	60	of	of	ADP
cana-4563	27	61	students	student	NOUN
cana-4563	27	62	.	.	PUNCT
cana-4563	28	1	it	it	PRON
cana-4563	28	2	can	can	AUX
cana-4563	28	3	analyze	analyze	VERB
cana-4563	28	4	student	student	NOUN
cana-4563	28	5	data	datum	NOUN
cana-4563	28	6	,	,	PUNCT
cana-4563	28	7	such	such	ADJ
cana-4563	28	8	as	as	ADP
cana-4563	28	9	learning	learn	VERB
cana-4563	28	10	styles	style	NOUN
cana-4563	28	11	,	,	PUNCT
cana-4563	28	12	performance	performance	NOUN
cana-4563	28	13	history	history	NOUN
cana-4563	28	14	,	,	PUNCT
cana-4563	28	15	and	and	CCONJ
cana-4563	28	16	interests	interest	NOUN
cana-4563	28	17	,	,	PUNCT
cana-4563	28	18	to	to	PART
cana-4563	28	19	provide	provide	VERB
cana-4563	28	20	tailored	tailored	ADJ
cana-4563	28	21	recommendations	recommendation	NOUN
cana-4563	28	22	and	and	CCONJ
cana-4563	28	23	adaptive	adaptive	ADJ
cana-4563	28	24	learning	learning	NOUN
cana-4563	28	25	paths	path	NOUN
cana-4563	28	26	.	.	PUNCT
cana-4563	29	1	intelligent	intelligent	ADJ
cana-4563	29	2	tutoring	tutoring	NOUN
cana-4563	29	3	systems	system	NOUN
cana-4563	29	4	:	:	PUNCT
cana-4563	29	5	ai	ai	VERB
cana-4563	29	6	-	-	PUNCT
cana-4563	29	7	powered	power	VERB
cana-4563	29	8	tutoring	tutoring	NOUN
cana-4563	29	9	systems	system	NOUN
cana-4563	29	10	can	can	AUX
cana-4563	29	11	act	act	VERB
cana-4563	29	12	as	as	ADP
cana-4563	29	13	virtual	virtual	ADJ
cana-4563	29	14	tutors	tutor	NOUN
cana-4563	29	15	,	,	PUNCT
cana-4563	29	16	providing	provide	VERB
cana-4563	29	17	personalized	personalized	ADJ
cana-4563	29	18	guidance	guidance	NOUN
cana-4563	29	19	and	and	CCONJ
cana-4563	29	20	feedback	feedback	NOUN
cana-4563	29	21	to	to	ADP
cana-4563	29	22	students	student	NOUN
cana-4563	29	23	(	(	PUNCT
cana-4563	29	24	x	x	SYM
cana-4563	29	25	hafa	hafa	PROPN
cana-4563	29	26	,	,	PUNCT
cana-4563	29	27	caballé	caballé	PROPN
cana-4563	29	28	&	&	CCONJ
cana-4563	29	29	fonseca	fonseca	PROPN
cana-4563	29	30	,	,	PUNCT
cana-4563	29	31	2017	2017	NUM
cana-4563	29	32	)	)	PUNCT
cana-4563	29	33	.	.	PUNCT
cana-4563	30	1	these	these	DET
cana-4563	30	2	systems	system	NOUN
cana-4563	30	3	can	can	AUX
cana-4563	30	4	assess	assess	VERB
cana-4563	30	5	students	student	NOUN
cana-4563	30	6	'	'	PART
cana-4563	30	7	knowledge	knowledge	NOUN
cana-4563	30	8	,	,	PUNCT
cana-4563	30	9	identify	identify	VERB
cana-4563	30	10	areas	area	NOUN
cana-4563	30	11	of	of	ADP
cana-4563	30	12	weakness	weakness	NOUN
cana-4563	30	13	,	,	PUNCT
cana-4563	30	14	and	and	CCONJ
cana-4563	30	15	offer	offer	VERB
cana-4563	30	16	targeted	target	VERB
cana-4563	30	17	support	support	NOUN
cana-4563	30	18	to	to	PART
cana-4563	30	19	help	help	VERB
cana-4563	30	20	them	they	PRON
cana-4563	30	21	improve	improve	VERB
cana-4563	30	22	their	their	PRON
cana-4563	30	23	understanding	understanding	NOUN
cana-4563	30	24	of	of	ADP
cana-4563	30	25	concepts	concept	NOUN
cana-4563	30	26	(	(	PUNCT
cana-4563	30	27	zheng	zheng	PROPN
cana-4563	30	28	,	,	PUNCT
cana-4563	30	29	zhang	zhang	PROPN
cana-4563	30	30	&	&	CCONJ
cana-4563	30	31	li	li	PROPN
cana-4563	30	32	,	,	PUNCT
cana-4563	30	33	2018	2018	NUM
cana-4563	30	34	)	)	PUNCT
cana-4563	30	35	.	.	PUNCT
cana-4563	31	1	automated	automate	VERB
cana-4563	31	2	grading	grading	NOUN
cana-4563	31	3	and	and	CCONJ
cana-4563	31	4	feedback	feedback	NOUN
cana-4563	31	5	:	:	PUNCT
cana-4563	31	6	ai	ai	AUX
cana-4563	31	7	algorithms	algorithm	NOUN
cana-4563	31	8	can	can	AUX
cana-4563	31	9	automate	automate	VERB
cana-4563	31	10	the	the	DET
cana-4563	31	11	grading	grade	VERB
cana-4563	31	12	process	process	NOUN
cana-4563	31	13	for	for	ADP
cana-4563	31	14	objective	objective	ADJ
cana-4563	31	15	assignments	assignment	NOUN
cana-4563	31	16	,	,	PUNCT
cana-4563	31	17	such	such	ADJ
cana-4563	31	18	as	as	ADP
cana-4563	31	19	multiple	multiple	ADJ
cana-4563	31	20	-	-	PUNCT
cana-4563	31	21	choice	choice	NOUN
cana-4563	31	22	questions	question	NOUN
cana-4563	31	23	.	.	PUNCT
cana-4563	32	1	they	they	PRON
cana-4563	32	2	can	can	AUX
cana-4563	32	3	also	also	ADV
cana-4563	32	4	provide	provide	VERB
cana-4563	32	5	immediate	immediate	ADJ
cana-4563	32	6	feedback	feedback	NOUN
cana-4563	32	7	to	to	ADP
cana-4563	32	8	students	student	NOUN
cana-4563	32	9	,	,	PUNCT
cana-4563	32	10	enabling	enable	VERB
cana-4563	32	11	them	they	PRON
cana-4563	32	12	to	to	PART
cana-4563	32	13	understand	understand	VERB
cana-4563	32	14	their	their	PRON
cana-4563	32	15	mistakes	mistake	NOUN
cana-4563	32	16	and	and	CCONJ
cana-4563	32	17	learn	learn	VERB
cana-4563	32	18	from	from	ADP
cana-4563	32	19	them	they	PRON
cana-4563	32	20	in	in	ADP
cana-4563	32	21	a	a	DET
cana-4563	32	22	timely	timely	ADJ
cana-4563	32	23	manner	manner	NOUN
cana-4563	32	24	.	.	PUNCT
cana-4563	32	25	natural	natural	ADJ
cana-4563	32	26	language	language	NOUN
cana-4563	32	27	processing	processing	NOUN
cana-4563	32	28	:	:	PUNCT
cana-4563	32	29	ai	ai	VERB
cana-4563	32	30	techniques	technique	NOUN
cana-4563	32	31	,	,	PUNCT
cana-4563	32	32	such	such	ADJ
cana-4563	32	33	as	as	ADP
cana-4563	32	34	natural	natural	ADJ
cana-4563	32	35	language	language	NOUN
cana-4563	32	36	processing	processing	NOUN
cana-4563	32	37	,	,	PUNCT
cana-4563	32	38	enable	enable	VERB
cana-4563	32	39	intelligent	intelligent	ADJ
cana-4563	32	40	chatbots	chatbot	NOUN
cana-4563	32	41	and	and	CCONJ
cana-4563	32	42	virtual	virtual	ADJ
cana-4563	32	43	assistants	assistant	NOUN
cana-4563	32	44	in	in	ADP
cana-4563	32	45	educational	educational	ADJ
cana-4563	32	46	settings	setting	NOUN
cana-4563	32	47	(	(	PUNCT
cana-4563	32	48	rodríguez	rodríguez	NOUN
cana-4563	32	49	&	&	CCONJ
cana-4563	32	50	blanco	blanco	PROPN
cana-4563	32	51	,	,	PUNCT
cana-4563	32	52	2019	2019	NUM
cana-4563	32	53	)	)	PUNCT
cana-4563	32	54	.	.	PUNCT
cana-4563	33	1	students	student	NOUN
cana-4563	33	2	can	can	AUX
cana-4563	33	3	interact	interact	VERB
cana-4563	33	4	with	with	ADP
cana-4563	33	5	these	these	DET
cana-4563	33	6	systems	system	NOUN
cana-4563	33	7	using	use	VERB
cana-4563	33	8	natural	natural	ADJ
cana-4563	33	9	language	language	NOUN
cana-4563	33	10	to	to	PART
cana-4563	33	11	ask	ask	VERB
cana-4563	33	12	questions	question	NOUN
cana-4563	33	13	,	,	PUNCT
cana-4563	33	14	seek	seek	VERB
cana-4563	33	15	information	information	NOUN
cana-4563	33	16	,	,	PUNCT
cana-4563	33	17	and	and	CCONJ
cana-4563	33	18	receive	receive	VERB
cana-4563	33	19	immediate	immediate	ADJ
cana-4563	33	20	responses	response	NOUN
cana-4563	33	21	.	.	PUNCT
cana-4563	34	1	predictive	predictive	ADJ
cana-4563	34	2	analytics	analytic	NOUN
cana-4563	34	3	:	:	PUNCT
cana-4563	34	4	ai	ai	AUX
cana-4563	34	5	can	can	AUX
cana-4563	34	6	analyze	analyze	VERB
cana-4563	34	7	vast	vast	ADJ
cana-4563	34	8	amounts	amount	NOUN
cana-4563	34	9	of	of	ADP
cana-4563	34	10	educational	educational	ADJ
cana-4563	34	11	data	datum	NOUN
cana-4563	34	12	to	to	PART
cana-4563	34	13	identify	identify	VERB
cana-4563	34	14	patterns	pattern	NOUN
cana-4563	34	15	and	and	CCONJ
cana-4563	34	16	trends	trend	NOUN
cana-4563	34	17	.	.	PUNCT
cana-4563	35	1	it	it	PRON
cana-4563	35	2	can	can	AUX
cana-4563	35	3	predict	predict	VERB
cana-4563	35	4	student	student	NOUN
cana-4563	35	5	performance	performance	NOUN
cana-4563	35	6	,	,	PUNCT
cana-4563	35	7	detect	detect	VERB
cana-4563	35	8	early	early	ADJ
cana-4563	35	9	signs	sign	NOUN
cana-4563	35	10	of	of	ADP
cana-4563	35	11	learning	learn	VERB
cana-4563	35	12	difficulties	difficulty	NOUN
cana-4563	35	13	,	,	PUNCT
cana-4563	35	14	and	and	CCONJ
cana-4563	35	15	help	help	VERB
cana-4563	35	16	educators	educator	NOUN
cana-4563	35	17	intervene	intervene	VERB
cana-4563	35	18	with	with	ADP
cana-4563	35	19	appropriate	appropriate	ADJ
cana-4563	35	20	support	support	NOUN
cana-4563	35	21	strategies	strategy	NOUN
cana-4563	35	22	.	.	PUNCT
cana-4563	36	1	ai	ai	VERB
cana-4563	36	2	techniques	technique	NOUN
cana-4563	36	3	used	use	VERB
cana-4563	36	4	in	in	ADP
cana-4563	36	5	educational	educational	ADJ
cana-4563	36	6	contexts	contexts	NOUN
cana-4563	36	7	:	:	PUNCT
cana-4563	36	8	machine	machine	NOUN
cana-4563	36	9	learning	learning	NOUN
cana-4563	36	10	:	:	PUNCT
cana-4563	36	11	machine	machine	NOUN
cana-4563	36	12	learning	learn	VERB
cana-4563	36	13	algorithms	algorithm	NOUN
cana-4563	36	14	enable	enable	VERB
cana-4563	36	15	systems	system	NOUN
cana-4563	36	16	to	to	PART
cana-4563	36	17	automatically	automatically	ADV
cana-4563	36	18	learn	learn	VERB
cana-4563	36	19	and	and	CCONJ
cana-4563	36	20	improve	improve	VERB
cana-4563	36	21	from	from	ADP
cana-4563	36	22	data	datum	NOUN
cana-4563	36	23	without	without	ADP
cana-4563	36	24	explicit	explicit	ADJ
cana-4563	36	25	programming	programming	NOUN
cana-4563	36	26	.	.	PUNCT
cana-4563	37	1	they	they	PRON
cana-4563	37	2	can	can	AUX
cana-4563	37	3	be	be	AUX
cana-4563	37	4	used	use	VERB
cana-4563	37	5	to	to	PART
cana-4563	37	6	develop	develop	VERB
cana-4563	37	7	models	model	NOUN
cana-4563	37	8	that	that	PRON
cana-4563	37	9	recognize	recognize	VERB
cana-4563	37	10	patterns	pattern	NOUN
cana-4563	37	11	,	,	PUNCT
cana-4563	37	12	make	make	VERB
cana-4563	37	13	predictions	prediction	NOUN
cana-4563	37	14	,	,	PUNCT
cana-4563	37	15	and	and	CCONJ
cana-4563	37	16	provide	provide	VERB
cana-4563	37	17	recommendations	recommendation	NOUN
cana-4563	37	18	based	base	VERB
cana-4563	37	19	on	on	ADP
cana-4563	37	20	student	student	NOUN
cana-4563	37	21	data	datum	NOUN
cana-4563	37	22	.	.	PUNCT
cana-4563	38	1	natural	natural	ADJ
cana-4563	38	2	language	language	NOUN
cana-4563	38	3	processing	processing	NOUN
cana-4563	38	4	(	(	PUNCT
cana-4563	38	5	nlp	nlp	NOUN
cana-4563	38	6	):	):	PUNCT
cana-4563	38	7	nlp	nlp	NOUN
cana-4563	38	8	enables	enable	VERB
cana-4563	38	9	computers	computer	NOUN
cana-4563	38	10	to	to	PART
cana-4563	38	11	understand	understand	VERB
cana-4563	38	12	,	,	PUNCT
cana-4563	38	13	interpret	interpret	VERB
cana-4563	38	14	,	,	PUNCT
cana-4563	38	15	and	and	CCONJ
cana-4563	38	16	generate	generate	VERB
cana-4563	38	17	human	human	ADJ
cana-4563	38	18	language	language	NOUN
cana-4563	38	19	.	.	PUNCT
cana-4563	39	1	it	it	PRON
cana-4563	39	2	is	be	AUX
cana-4563	39	3	used	use	VERB
cana-4563	39	4	in	in	ADP
cana-4563	39	5	educational	educational	ADJ
cana-4563	39	6	applications	application	NOUN
cana-4563	39	7	to	to	PART
cana-4563	39	8	process	process	VERB
cana-4563	39	9	and	and	CCONJ
cana-4563	39	10	analyze	analyze	VERB
cana-4563	39	11	textual	textual	ADJ
cana-4563	39	12	data	datum	NOUN
cana-4563	39	13	,	,	PUNCT
cana-4563	39	14	facilitate	facilitate	VERB
cana-4563	39	15	language	language	NOUN
cana-4563	39	16	learning	learning	NOUN
cana-4563	39	17	,	,	PUNCT
cana-4563	39	18	and	and	CCONJ
cana-4563	39	19	support	support	VERB
cana-4563	39	20	intelligent	intelligent	ADJ
cana-4563	39	21	dialogue	dialogue	NOUN
cana-4563	39	22	systems	system	NOUN
cana-4563	39	23	.	.	PUNCT
cana-4563	40	1	communications	communication	NOUN
cana-4563	40	2	on	on	ADP
cana-4563	40	3	applied	apply	VERB
cana-4563	40	4	nonlinear	nonlinear	ADJ
cana-4563	40	5	analysis	analysis	NOUN
cana-4563	40	6	issn	issn	NOUN
cana-4563	40	7	:	:	PUNCT
cana-4563	40	8	1074	1074	NUM
cana-4563	40	9	-	-	PUNCT
cana-4563	40	10	133x	133x	NUM
cana-4563	40	11	vol	vol	NOUN
cana-4563	40	12	32	32	NUM
cana-4563	40	13	no	no	NOUN
cana-4563	40	14	.	.	PUNCT
cana-4563	41	1	9s	9s	NUM
cana-4563	41	2	(	(	PUNCT
cana-4563	41	3	2025	2025	NUM
cana-4563	41	4	)	)	PUNCT
cana-4563	41	5	2604	2604	NUM
cana-4563	41	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4563	41	7	computer	computer	NOUN
cana-4563	41	8	vision	vision	NOUN
cana-4563	41	9	:	:	PUNCT
cana-4563	41	10	computer	computer	NOUN
cana-4563	41	11	vision	vision	NOUN
cana-4563	41	12	techniques	technique	NOUN
cana-4563	41	13	can	can	AUX
cana-4563	41	14	be	be	AUX
cana-4563	41	15	used	use	VERB
cana-4563	41	16	in	in	ADP
cana-4563	41	17	educational	educational	ADJ
cana-4563	41	18	contexts	context	NOUN
cana-4563	41	19	to	to	PART
cana-4563	41	20	analyze	analyze	VERB
cana-4563	41	21	visual	visual	ADJ
cana-4563	41	22	data	datum	NOUN
cana-4563	41	23	,	,	PUNCT
cana-4563	41	24	such	such	ADJ
cana-4563	41	25	as	as	ADP
cana-4563	41	26	images	image	NOUN
cana-4563	41	27	and	and	CCONJ
cana-4563	41	28	videos	video	NOUN
cana-4563	41	29	.	.	PUNCT
cana-4563	42	1	they	they	PRON
cana-4563	42	2	enable	enable	VERB
cana-4563	42	3	applications	application	NOUN
cana-4563	42	4	like	like	ADP
cana-4563	42	5	automated	automate	VERB
cana-4563	42	6	handwriting	handwriting	NOUN
cana-4563	42	7	recognition	recognition	NOUN
cana-4563	42	8	,	,	PUNCT
cana-4563	42	9	gesture	gesture	NOUN
cana-4563	42	10	-	-	PUNCT
cana-4563	42	11	based	base	VERB
cana-4563	42	12	interfaces	interface	NOUN
cana-4563	42	13	,	,	PUNCT
cana-4563	42	14	and	and	CCONJ
cana-4563	42	15	visual	visual	ADJ
cana-4563	42	16	simulations	simulation	NOUN
cana-4563	42	17	.	.	PUNCT
cana-4563	43	1	data	datum	NOUN
cana-4563	43	2	mining	mining	NOUN
cana-4563	43	3	:	:	PUNCT
cana-4563	43	4	data	datum	NOUN
cana-4563	43	5	mining	mining	NOUN
cana-4563	43	6	involves	involve	VERB
cana-4563	43	7	discovering	discover	VERB
cana-4563	43	8	patterns	pattern	NOUN
cana-4563	43	9	and	and	CCONJ
cana-4563	43	10	extracting	extract	VERB
cana-4563	43	11	insights	insight	NOUN
cana-4563	43	12	from	from	ADP
cana-4563	43	13	large	large	ADJ
cana-4563	43	14	educational	educational	ADJ
cana-4563	43	15	datasets	dataset	NOUN
cana-4563	43	16	.	.	PUNCT
cana-4563	44	1	it	it	PRON
cana-4563	44	2	helps	help	VERB
cana-4563	44	3	in	in	ADP
cana-4563	44	4	identifying	identify	VERB
cana-4563	44	5	factors	factor	NOUN
cana-4563	44	6	that	that	PRON
cana-4563	44	7	affect	affect	VERB
cana-4563	44	8	student	student	NOUN
cana-4563	44	9	performance	performance	NOUN
cana-4563	44	10	,	,	PUNCT
cana-4563	44	11	understanding	understand	VERB
cana-4563	44	12	learning	learn	VERB
cana-4563	44	13	behaviors	behavior	NOUN
cana-4563	44	14	,	,	PUNCT
cana-4563	44	15	and	and	CCONJ
cana-4563	44	16	designing	designing	NOUN
cana-4563	44	17	interventions	intervention	NOUN
cana-4563	44	18	for	for	ADP
cana-4563	44	19	personalized	personalized	ADJ
cana-4563	44	20	instruction	instruction	NOUN
cana-4563	44	21	.	.	PUNCT
cana-4563	45	1	recommender	recommender	NOUN
cana-4563	45	2	systems	system	NOUN
cana-4563	45	3	:	:	PUNCT
cana-4563	45	4	recommender	recommender	NOUN
cana-4563	45	5	systems	system	NOUN
cana-4563	45	6	use	use	VERB
cana-4563	45	7	ai	ai	VERB
cana-4563	45	8	algorithms	algorithm	NOUN
cana-4563	45	9	to	to	PART
cana-4563	45	10	suggest	suggest	VERB
cana-4563	45	11	relevant	relevant	ADJ
cana-4563	45	12	learning	learning	NOUN
cana-4563	45	13	resources	resource	NOUN
cana-4563	45	14	,	,	PUNCT
cana-4563	45	15	courses	course	NOUN
cana-4563	45	16	,	,	PUNCT
cana-4563	45	17	or	or	CCONJ
cana-4563	45	18	activities	activity	NOUN
cana-4563	45	19	based	base	VERB
cana-4563	45	20	on	on	ADP
cana-4563	45	21	students	student	NOUN
cana-4563	45	22	'	'	PART
cana-4563	45	23	preferences	preference	NOUN
cana-4563	45	24	and	and	CCONJ
cana-4563	45	25	past	past	ADJ
cana-4563	45	26	interactions	interaction	NOUN
cana-4563	45	27	.	.	PUNCT
cana-4563	46	1	these	these	DET
cana-4563	46	2	systems	system	NOUN
cana-4563	46	3	help	help	VERB
cana-4563	46	4	in	in	ADP
cana-4563	46	5	providing	provide	VERB
cana-4563	46	6	personalized	personalized	ADJ
cana-4563	46	7	learning	learn	VERB
cana-4563	46	8	experiences	experience	NOUN
cana-4563	46	9	and	and	CCONJ
cana-4563	46	10	supporting	support	VERB
cana-4563	46	11	self	self	NOUN
cana-4563	46	12	-	-	PUNCT
cana-4563	46	13	directed	direct	VERB
cana-4563	46	14	learning	learning	NOUN
cana-4563	46	15	.	.	PUNCT
cana-4563	47	1	the	the	DET
cana-4563	47	2	role	role	NOUN
cana-4563	47	3	of	of	ADP
cana-4563	47	4	ai	ai	VERB
cana-4563	47	5	in	in	ADP
cana-4563	47	6	english	english	ADJ
cana-4563	47	7	language	language	NOUN
cana-4563	47	8	teaching	teach	VERB
cana-4563	47	9	traditional	traditional	ADJ
cana-4563	47	10	approaches	approach	NOUN
cana-4563	47	11	to	to	ADP
cana-4563	47	12	english	english	ADJ
cana-4563	47	13	language	language	NOUN
cana-4563	47	14	teaching	teaching	NOUN
cana-4563	47	15	:	:	PUNCT
cana-4563	47	16	traditionally	traditionally	ADV
cana-4563	47	17	,	,	PUNCT
cana-4563	47	18	english	english	ADJ
cana-4563	47	19	language	language	NOUN
cana-4563	47	20	teaching	teaching	NOUN
cana-4563	47	21	(	(	PUNCT
cana-4563	47	22	elt	elt	NOUN
cana-4563	47	23	)	)	PUNCT
cana-4563	47	24	has	have	AUX
cana-4563	47	25	relied	rely	VERB
cana-4563	47	26	on	on	ADP
cana-4563	47	27	textbooks	textbook	NOUN
cana-4563	47	28	,	,	PUNCT
cana-4563	47	29	classroom	classroom	NOUN
cana-4563	47	30	instruction	instruction	NOUN
cana-4563	47	31	,	,	PUNCT
cana-4563	47	32	and	and	CCONJ
cana-4563	47	33	teacher	teacher	NOUN
cana-4563	47	34	-	-	PUNCT
cana-4563	47	35	student	student	NOUN
cana-4563	47	36	interactions	interaction	NOUN
cana-4563	47	37	.	.	PUNCT
cana-4563	48	1	while	while	SCONJ
cana-4563	48	2	these	these	DET
cana-4563	48	3	methods	method	NOUN
cana-4563	48	4	have	have	AUX
cana-4563	48	5	been	be	AUX
cana-4563	48	6	effective	effective	ADJ
cana-4563	48	7	to	to	ADP
cana-4563	48	8	some	some	DET
cana-4563	48	9	extent	extent	NOUN
cana-4563	48	10	,	,	PUNCT
cana-4563	48	11	they	they	PRON
cana-4563	48	12	often	often	ADV
cana-4563	48	13	lack	lack	VERB
cana-4563	48	14	individualization	individualization	NOUN
cana-4563	48	15	and	and	CCONJ
cana-4563	48	16	immediate	immediate	ADJ
cana-4563	48	17	feedback	feedback	NOUN
cana-4563	48	18	,	,	PUNCT
cana-4563	48	19	limiting	limit	VERB
cana-4563	48	20	students	student	NOUN
cana-4563	48	21	'	'	PART
cana-4563	48	22	progress	progress	NOUN
cana-4563	48	23	and	and	CCONJ
cana-4563	48	24	engagement	engagement	NOUN
cana-4563	48	25	.	.	PUNCT
cana-4563	49	1	advancements	advancement	NOUN
cana-4563	49	2	in	in	ADP
cana-4563	49	3	elt	elt	PROPN
cana-4563	49	4	through	through	ADP
cana-4563	49	5	ai	ai	NOUN
cana-4563	49	6	:	:	PUNCT
cana-4563	49	7	ai	ai	VERB
cana-4563	49	8	has	have	AUX
cana-4563	49	9	brought	bring	VERB
cana-4563	49	10	significant	significant	ADJ
cana-4563	49	11	advancements	advancement	NOUN
cana-4563	49	12	to	to	ADP
cana-4563	49	13	the	the	DET
cana-4563	49	14	field	field	NOUN
cana-4563	49	15	of	of	ADP
cana-4563	49	16	elt	elt	PROPN
cana-4563	49	17	,	,	PUNCT
cana-4563	49	18	enhancing	enhance	VERB
cana-4563	49	19	the	the	DET
cana-4563	49	20	learning	learning	NOUN
cana-4563	49	21	experience	experience	NOUN
cana-4563	49	22	for	for	ADP
cana-4563	49	23	students	student	NOUN
cana-4563	49	24	and	and	CCONJ
cana-4563	49	25	providing	provide	VERB
cana-4563	49	26	new	new	ADJ
cana-4563	49	27	tools	tool	NOUN
cana-4563	49	28	for	for	ADP
cana-4563	49	29	teachers	teacher	NOUN
cana-4563	49	30	.	.	PUNCT
cana-4563	50	1	it	it	PRON
cana-4563	50	2	offers	offer	VERB
cana-4563	50	3	innovative	innovative	ADJ
cana-4563	50	4	approaches	approach	NOUN
cana-4563	50	5	to	to	ADP
cana-4563	50	6	teaching	teach	VERB
cana-4563	50	7	and	and	CCONJ
cana-4563	50	8	learning	learning	NOUN
cana-4563	50	9	that	that	PRON
cana-4563	50	10	are	be	AUX
cana-4563	50	11	more	more	ADV
cana-4563	50	12	personalized	personalized	ADJ
cana-4563	50	13	,	,	PUNCT
cana-4563	50	14	adaptive	adaptive	ADJ
cana-4563	50	15	,	,	PUNCT
cana-4563	50	16	and	and	CCONJ
cana-4563	50	17	efficient	efficient	ADJ
cana-4563	50	18	(	(	PUNCT
cana-4563	50	19	syamsiyah	syamsiyah	NOUN
cana-4563	50	20	,	,	PUNCT
cana-4563	50	21	arsyad	arsyad	PROPN
cana-4563	50	22	&	&	CCONJ
cana-4563	50	23	musthafa	musthafa	ADJ
cana-4563	50	24	,	,	PUNCT
cana-4563	50	25	2019	2019	NUM
cana-4563	50	26	)	)	PUNCT
cana-4563	50	27	.	.	PUNCT
cana-4563	51	1	personalized	personalized	ADJ
cana-4563	51	2	learning	learning	NOUN
cana-4563	51	3	and	and	CCONJ
cana-4563	51	4	adaptive	adaptive	ADJ
cana-4563	51	5	systems	system	NOUN
cana-4563	51	6	:	:	PUNCT
cana-4563	51	7	ai	ai	VERB
cana-4563	51	8	enables	enable	VERB
cana-4563	51	9	personalized	personalized	ADJ
cana-4563	51	10	learning	learn	VERB
cana-4563	51	11	experiences	experience	NOUN
cana-4563	51	12	tailored	tailor	VERB
cana-4563	51	13	to	to	ADP
cana-4563	51	14	the	the	DET
cana-4563	51	15	individual	individual	ADJ
cana-4563	51	16	needs	need	NOUN
cana-4563	51	17	and	and	CCONJ
cana-4563	51	18	abilities	ability	NOUN
cana-4563	51	19	of	of	ADP
cana-4563	51	20	students	student	NOUN
cana-4563	51	21	.	.	PUNCT
cana-4563	52	1	intelligent	intelligent	ADJ
cana-4563	52	2	systems	system	NOUN
cana-4563	52	3	can	can	AUX
cana-4563	52	4	analyze	analyze	VERB
cana-4563	52	5	learners	learner	NOUN
cana-4563	52	6	'	'	PART
cana-4563	52	7	strengths	strength	NOUN
cana-4563	52	8	,	,	PUNCT
cana-4563	52	9	weaknesses	weakness	NOUN
cana-4563	52	10	,	,	PUNCT
cana-4563	52	11	and	and	CCONJ
cana-4563	52	12	learning	learn	VERB
cana-4563	52	13	styles	style	NOUN
cana-4563	52	14	to	to	PART
cana-4563	52	15	deliver	deliver	VERB
cana-4563	52	16	targeted	targeted	ADJ
cana-4563	52	17	content	content	NOUN
cana-4563	52	18	,	,	PUNCT
cana-4563	52	19	adaptive	adaptive	ADJ
cana-4563	52	20	exercises	exercise	NOUN
cana-4563	52	21	,	,	PUNCT
cana-4563	52	22	and	and	CCONJ
cana-4563	52	23	personalized	personalized	ADJ
cana-4563	52	24	recommendations	recommendation	NOUN
cana-4563	52	25	(	(	PUNCT
cana-4563	52	26	garcía	garcía	ADJ
cana-4563	52	27	-	-	PUNCT
cana-4563	52	28	peñalvo	peñalvo	NOUN
cana-4563	52	29	&	&	CCONJ
cana-4563	52	30	cruz	cruz	PROPN
cana-4563	52	31	-	-	PUNCT
cana-4563	52	32	benito	benito	PROPN
cana-4563	52	33	,	,	PUNCT
cana-4563	52	34	2018	2018	NUM
cana-4563	52	35	)	)	PUNCT
cana-4563	52	36	.	.	PUNCT
cana-4563	53	1	this	this	DET
cana-4563	53	2	approach	approach	NOUN
cana-4563	53	3	allows	allow	VERB
cana-4563	53	4	students	student	NOUN
cana-4563	53	5	to	to	PART
cana-4563	53	6	progress	progress	VERB
cana-4563	53	7	at	at	ADP
cana-4563	53	8	their	their	PRON
cana-4563	53	9	own	own	ADJ
cana-4563	53	10	pace	pace	NOUN
cana-4563	53	11	and	and	CCONJ
cana-4563	53	12	focus	focus	VERB
cana-4563	53	13	on	on	ADP
cana-4563	53	14	areas	area	NOUN
cana-4563	53	15	that	that	PRON
cana-4563	53	16	require	require	VERB
cana-4563	53	17	imp	imp	ADJ
cana-4563	53	18	intelligent	intelligent	ADJ
cana-4563	53	19	tutoring	tutoring	NOUN
cana-4563	53	20	systems	system	NOUN
cana-4563	53	21	:	:	PUNCT
cana-4563	53	22	intelligent	intelligent	ADJ
cana-4563	53	23	tutoring	tutoring	NOUN
cana-4563	53	24	systems	system	NOUN
cana-4563	53	25	(	(	PUNCT
cana-4563	53	26	its	its	PRON
cana-4563	53	27	)	)	PUNCT
cana-4563	53	28	use	use	NOUN
cana-4563	53	29	ai	ai	VERB
cana-4563	53	30	techniques	technique	NOUN
cana-4563	53	31	to	to	PART
cana-4563	53	32	provide	provide	VERB
cana-4563	53	33	one	one	NUM
cana-4563	53	34	-	-	PUNCT
cana-4563	53	35	on	on	ADP
cana-4563	53	36	-	-	PUNCT
cana-4563	53	37	one	one	NUM
cana-4563	53	38	tutoring	tutoring	NOUN
cana-4563	53	39	experiences	experience	NOUN
cana-4563	53	40	.	.	PUNCT
cana-4563	54	1	these	these	DET
cana-4563	54	2	systems	system	NOUN
cana-4563	54	3	can	can	AUX
cana-4563	54	4	assess	assess	VERB
cana-4563	54	5	learners	learner	NOUN
cana-4563	54	6	'	'	PART
cana-4563	54	7	knowledge	knowledge	NOUN
cana-4563	54	8	,	,	PUNCT
cana-4563	54	9	provide	provide	VERB
cana-4563	54	10	step	step	NOUN
cana-4563	54	11	-	-	PUNCT
cana-4563	54	12	by	by	ADP
cana-4563	54	13	-	-	PUNCT
cana-4563	54	14	step	step	NOUN
cana-4563	54	15	guidance	guidance	NOUN
cana-4563	54	16	,	,	PUNCT
cana-4563	54	17	offer	offer	VERB
cana-4563	54	18	explanations	explanation	NOUN
cana-4563	54	19	,	,	PUNCT
cana-4563	54	20	and	and	CCONJ
cana-4563	54	21	give	give	VERB
cana-4563	54	22	immediate	immediate	ADJ
cana-4563	54	23	feedback	feedback	NOUN
cana-4563	54	24	(	(	PUNCT
cana-4563	54	25	chen	chen	PROPN
cana-4563	54	26	,	,	PUNCT
cana-4563	54	27	wang	wang	PROPN
cana-4563	54	28	&	&	CCONJ
cana-4563	54	29	chen	chen	PROPN
cana-4563	54	30	,	,	PUNCT
cana-4563	54	31	2013	2013	NUM
cana-4563	54	32	)	)	PUNCT
cana-4563	54	33	.	.	PUNCT
cana-4563	55	1	its	its	PRON
cana-4563	55	2	can	can	AUX
cana-4563	55	3	adapt	adapt	VERB
cana-4563	55	4	their	their	PRON
cana-4563	55	5	instruction	instruction	NOUN
cana-4563	55	6	based	base	VERB
cana-4563	55	7	on	on	ADP
cana-4563	55	8	learner	learner	NOUN
cana-4563	55	9	performance	performance	NOUN
cana-4563	55	10	,	,	PUNCT
cana-4563	55	11	ensuring	ensure	VERB
cana-4563	55	12	personalized	personalized	ADJ
cana-4563	55	13	and	and	CCONJ
cana-4563	55	14	effective	effective	ADJ
cana-4563	55	15	language	language	NOUN
cana-4563	55	16	learning	learning	NOUN
cana-4563	55	17	.	.	PUNCT
cana-4563	56	1	automated	automate	VERB
cana-4563	56	2	assessment	assessment	NOUN
cana-4563	56	3	and	and	CCONJ
cana-4563	56	4	feedback	feedback	NOUN
cana-4563	56	5	:	:	PUNCT
cana-4563	56	6	ai	ai	VERB
cana-4563	56	7	-	-	PUNCT
cana-4563	56	8	based	base	VERB
cana-4563	56	9	assessment	assessment	NOUN
cana-4563	56	10	tools	tool	NOUN
cana-4563	56	11	automate	automate	VERB
cana-4563	56	12	the	the	DET
cana-4563	56	13	process	process	NOUN
cana-4563	56	14	of	of	ADP
cana-4563	56	15	evaluating	evaluate	VERB
cana-4563	56	16	english	english	ADJ
cana-4563	56	17	language	language	NOUN
cana-4563	56	18	skills	skill	NOUN
cana-4563	56	19	.	.	PUNCT
cana-4563	57	1	through	through	ADP
cana-4563	57	2	natural	natural	ADJ
cana-4563	57	3	language	language	NOUN
cana-4563	57	4	processing	processing	NOUN
cana-4563	57	5	and	and	CCONJ
cana-4563	57	6	machine	machine	NOUN
cana-4563	57	7	learning	learning	NOUN
cana-4563	57	8	,	,	PUNCT
cana-4563	57	9	these	these	DET
cana-4563	57	10	systems	system	NOUN
cana-4563	57	11	can	can	AUX
cana-4563	57	12	analyze	analyze	VERB
cana-4563	57	13	students	student	NOUN
cana-4563	57	14	'	'	PART
cana-4563	57	15	spoken	speak	VERB
cana-4563	57	16	or	or	CCONJ
cana-4563	57	17	written	write	VERB
cana-4563	57	18	responses	response	NOUN
cana-4563	57	19	,	,	PUNCT
cana-4563	57	20	assess	assess	NOUN
cana-4563	57	21	grammar	grammar	NOUN
cana-4563	57	22	,	,	PUNCT
cana-4563	57	23	vocabulary	vocabulary	NOUN
cana-4563	57	24	,	,	PUNCT
cana-4563	57	25	pronunciation	pronunciation	NOUN
cana-4563	57	26	,	,	PUNCT
cana-4563	57	27	and	and	CCONJ
cana-4563	57	28	provide	provide	VERB
cana-4563	57	29	automated	automated	ADJ
cana-4563	57	30	feedback	feedback	NOUN
cana-4563	57	31	(	(	PUNCT
cana-4563	57	32	demetriadis	demetriadi	NOUN
cana-4563	57	33	,	,	PUNCT
cana-4563	57	34	et	et	PROPN
cana-4563	57	35	al	al	PROPN
cana-4563	57	36	,	,	PUNCT
cana-4563	57	37	2011	2011	NUM
cana-4563	57	38	)	)	PUNCT
cana-4563	57	39	.	.	PUNCT
cana-4563	58	1	this	this	PRON
cana-4563	58	2	enables	enable	VERB
cana-4563	58	3	timely	timely	ADJ
cana-4563	58	4	and	and	CCONJ
cana-4563	58	5	objective	objective	ADJ
cana-4563	58	6	assessment	assessment	NOUN
cana-4563	58	7	,	,	PUNCT
cana-4563	58	8	saving	save	VERB
cana-4563	58	9	teachers	teacher	NOUN
cana-4563	58	10	'	'	PART
cana-4563	58	11	time	time	NOUN
cana-4563	58	12	and	and	CCONJ
cana-4563	58	13	offering	offer	VERB
cana-4563	58	14	students	student	NOUN
cana-4563	58	15	immediate	immediate	ADJ
cana-4563	58	16	guidance	guidance	NOUN
cana-4563	58	17	for	for	ADP
cana-4563	58	18	improvement	improvement	NOUN
cana-4563	58	19	.	.	PUNCT
cana-4563	59	1	natural	natural	ADJ
cana-4563	59	2	language	language	NOUN
cana-4563	59	3	processing	processing	NOUN
cana-4563	59	4	in	in	ADP
cana-4563	59	5	language	language	NOUN
cana-4563	59	6	learning	learning	NOUN
cana-4563	59	7	:	:	PUNCT
cana-4563	59	8	natural	natural	ADJ
cana-4563	59	9	language	language	NOUN
cana-4563	59	10	processing	processing	NOUN
cana-4563	59	11	(	(	PUNCT
cana-4563	59	12	nlp	nlp	NOUN
cana-4563	59	13	)	)	PUNCT
cana-4563	59	14	plays	play	VERB
cana-4563	59	15	a	a	DET
cana-4563	59	16	crucial	crucial	ADJ
cana-4563	59	17	role	role	NOUN
cana-4563	59	18	in	in	ADP
cana-4563	59	19	language	language	NOUN
cana-4563	59	20	learning	learning	NOUN
cana-4563	59	21	.	.	PUNCT
cana-4563	60	1	nlp	nlp	NOUN
cana-4563	60	2	techniques	technique	NOUN
cana-4563	60	3	allow	allow	VERB
cana-4563	60	4	machines	machine	NOUN
cana-4563	60	5	to	to	PART
cana-4563	60	6	understand	understand	VERB
cana-4563	60	7	,	,	PUNCT
cana-4563	60	8	interpret	interpret	VERB
cana-4563	60	9	,	,	PUNCT
cana-4563	60	10	and	and	CCONJ
cana-4563	60	11	generate	generate	VERB
cana-4563	60	12	human	human	ADJ
cana-4563	60	13	language	language	NOUN
cana-4563	60	14	.	.	PUNCT
cana-4563	61	1	in	in	ADP
cana-4563	61	2	elt	elt	PROPN
cana-4563	61	3	,	,	PUNCT
cana-4563	61	4	nlp	nlp	NOUN
cana-4563	61	5	is	be	AUX
cana-4563	61	6	utilized	utilize	VERB
cana-4563	61	7	to	to	PART
cana-4563	61	8	develop	develop	VERB
cana-4563	61	9	communications	communication	NOUN
cana-4563	61	10	on	on	ADP
cana-4563	61	11	applied	apply	VERB
cana-4563	61	12	nonlinear	nonlinear	ADJ
cana-4563	61	13	analysis	analysis	NOUN
cana-4563	61	14	issn	issn	NOUN
cana-4563	61	15	:	:	PUNCT
cana-4563	61	16	1074	1074	NUM
cana-4563	61	17	-	-	PUNCT
cana-4563	61	18	133x	133x	NUM
cana-4563	61	19	vol	vol	NOUN
cana-4563	61	20	32	32	NUM
cana-4563	61	21	no	no	NOUN
cana-4563	61	22	.	.	PUNCT
cana-4563	62	1	9s	9s	NUM
cana-4563	62	2	(	(	PUNCT
cana-4563	62	3	2025	2025	NUM
cana-4563	62	4	)	)	PUNCT
cana-4563	62	5	2605	2605	NUM
cana-4563	62	6	https://internationalpubls.com	https://internationalpubls.com	SYM
cana-4563	62	7	language	language	NOUN
cana-4563	62	8	learning	learning	NOUN
cana-4563	62	9	applications	application	NOUN
cana-4563	62	10	that	that	PRON
cana-4563	62	11	can	can	AUX
cana-4563	62	12	analyze	analyze	VERB
cana-4563	62	13	and	and	CCONJ
cana-4563	62	14	process	process	VERB
cana-4563	62	15	learners	learner	NOUN
cana-4563	62	16	'	'	PART
cana-4563	62	17	speech	speech	NOUN
cana-4563	62	18	,	,	PUNCT
cana-4563	62	19	provide	provide	VERB
cana-4563	62	20	language	language	NOUN
cana-4563	62	21	corrections	correction	NOUN
cana-4563	62	22	,	,	PUNCT
cana-4563	62	23	offer	offer	VERB
cana-4563	62	24	real	real	ADJ
cana-4563	62	25	-	-	PUNCT
cana-4563	62	26	time	time	NOUN
cana-4563	62	27	translation	translation	NOUN
cana-4563	62	28	,	,	PUNCT
cana-4563	62	29	and	and	CCONJ
cana-4563	62	30	engage	engage	VERB
cana-4563	62	31	in	in	ADP
cana-4563	62	32	interactive	interactive	ADJ
cana-4563	62	33	conversations	conversation	NOUN
cana-4563	62	34	with	with	ADP
cana-4563	62	35	learners	learner	NOUN
cana-4563	62	36	(	(	PUNCT
cana-4563	62	37	huang	huang	PROPN
cana-4563	62	38	,	,	PUNCT
cana-4563	62	39	liaw	liaw	PROPN
cana-4563	62	40	&	&	CCONJ
cana-4563	62	41	lai	lai	PROPN
cana-4563	62	42	,	,	PUNCT
cana-4563	62	43	2016	2016	NUM
cana-4563	62	44	)	)	PUNCT
cana-4563	62	45	.	.	PUNCT
cana-4563	63	1	these	these	DET
cana-4563	63	2	applications	application	NOUN
cana-4563	63	3	help	help	VERB
cana-4563	63	4	students	student	NOUN
cana-4563	63	5	practice	practice	VERB
cana-4563	63	6	their	their	PRON
cana-4563	63	7	language	language	NOUN
cana-4563	63	8	skills	skill	NOUN
cana-4563	63	9	in	in	ADP
cana-4563	63	10	an	an	DET
cana-4563	63	11	immersive	immersive	ADJ
cana-4563	63	12	and	and	CCONJ
cana-4563	63	13	interactive	interactive	ADJ
cana-4563	63	14	manner	manner	NOUN
cana-4563	63	15	.	.	PUNCT
cana-4563	64	1	overall	overall	ADV
cana-4563	64	2	,	,	PUNCT
cana-4563	64	3	ai	ai	VERB
cana-4563	64	4	has	have	VERB
cana-4563	64	5	the	the	DET
cana-4563	64	6	potential	potential	NOUN
cana-4563	64	7	to	to	PART
cana-4563	64	8	revolutionize	revolutionize	VERB
cana-4563	64	9	english	english	PROPN
cana-4563	64	10	language	language	NOUN
cana-4563	64	11	teaching	teaching	NOUN
cana-4563	64	12	by	by	ADP
cana-4563	64	13	providing	provide	VERB
cana-4563	64	14	personalized	personalized	ADJ
cana-4563	64	15	learning	learning	NOUN
cana-4563	64	16	experiences	experience	NOUN
cana-4563	64	17	,	,	PUNCT
cana-4563	64	18	adaptive	adaptive	ADJ
cana-4563	64	19	instruction	instruction	NOUN
cana-4563	64	20	,	,	PUNCT
cana-4563	64	21	and	and	CCONJ
cana-4563	64	22	efficient	efficient	ADJ
cana-4563	64	23	assessment	assessment	NOUN
cana-4563	64	24	and	and	CCONJ
cana-4563	64	25	feedback	feedback	NOUN
cana-4563	64	26	.	.	PUNCT
cana-4563	65	1	it	it	PRON
cana-4563	65	2	allows	allow	VERB
cana-4563	65	3	for	for	ADP
cana-4563	65	4	individualized	individualized	ADJ
cana-4563	65	5	learning	learning	NOUN
cana-4563	65	6	paths	path	NOUN
cana-4563	65	7	,	,	PUNCT
cana-4563	65	8	real	real	ADJ
cana-4563	65	9	-	-	PUNCT
cana-4563	65	10	time	time	NOUN
cana-4563	65	11	guidance	guidance	NOUN
cana-4563	65	12	,	,	PUNCT
cana-4563	65	13	and	and	CCONJ
cana-4563	65	14	engagement	engagement	NOUN
cana-4563	65	15	,	,	PUNCT
cana-4563	65	16	thus	thus	ADV
cana-4563	65	17	enhancing	enhance	VERB
cana-4563	65	18	students	student	NOUN
cana-4563	65	19	'	'	PART
cana-4563	65	20	language	language	NOUN
cana-4563	65	21	acquisition	acquisition	NOUN
cana-4563	65	22	and	and	CCONJ
cana-4563	65	23	proficiency	proficiency	NOUN
cana-4563	65	24	.	.	PUNCT
cana-4563	66	1	however	however	ADV
cana-4563	66	2	,	,	PUNCT
cana-4563	66	3	while	while	SCONJ
cana-4563	66	4	ai	ai	VERB
cana-4563	66	5	can	can	AUX
cana-4563	66	6	be	be	AUX
cana-4563	66	7	a	a	DET
cana-4563	66	8	valuable	valuable	ADJ
cana-4563	66	9	tool	tool	NOUN
cana-4563	66	10	,	,	PUNCT
cana-4563	66	11	it	it	PRON
cana-4563	66	12	should	should	AUX
cana-4563	66	13	be	be	AUX
cana-4563	66	14	used	use	VERB
cana-4563	66	15	in	in	ADP
cana-4563	66	16	conjunction	conjunction	NOUN
cana-4563	66	17	with	with	ADP
cana-4563	66	18	human	human	ADJ
cana-4563	66	19	teachers	teacher	NOUN
cana-4563	66	20	to	to	PART
cana-4563	66	21	create	create	VERB
cana-4563	66	22	a	a	DET
cana-4563	66	23	balanced	balanced	ADJ
cana-4563	66	24	and	and	CCONJ
cana-4563	66	25	effective	effective	ADJ
cana-4563	66	26	learning	learning	NOUN
cana-4563	66	27	environment	environment	NOUN
cana-4563	66	28	.	.	PUNCT
cana-4563	67	1	benefits	benefit	NOUN
cana-4563	67	2	of	of	ADP
cana-4563	67	3	ai	ai	VERB
cana-4563	67	4	in	in	ADP
cana-4563	67	5	english	english	ADJ
cana-4563	67	6	language	language	NOUN
cana-4563	67	7	teaching	teaching	NOUN
cana-4563	67	8	enhanced	enhance	VERB
cana-4563	67	9	individualization	individualization	NOUN
cana-4563	67	10	and	and	CCONJ
cana-4563	67	11	personalization	personalization	NOUN
cana-4563	67	12	:	:	PUNCT
cana-4563	67	13	ai	ai	VERB
cana-4563	67	14	in	in	ADP
cana-4563	67	15	english	english	ADJ
cana-4563	67	16	language	language	NOUN
cana-4563	67	17	teaching	teaching	NOUN
cana-4563	67	18	enables	enable	VERB
cana-4563	67	19	individualized	individualized	ADJ
cana-4563	67	20	and	and	CCONJ
cana-4563	67	21	personalized	personalized	ADJ
cana-4563	67	22	learning	learning	NOUN
cana-4563	67	23	experiences	experience	NOUN
cana-4563	67	24	.	.	PUNCT
cana-4563	68	1	intelligent	intelligent	ADJ
cana-4563	68	2	systems	system	NOUN
cana-4563	68	3	can	can	AUX
cana-4563	68	4	adapt	adapt	VERB
cana-4563	68	5	content	content	NOUN
cana-4563	68	6	and	and	CCONJ
cana-4563	68	7	instruction	instruction	NOUN
cana-4563	68	8	based	base	VERB
cana-4563	68	9	on	on	ADP
cana-4563	68	10	learners	learner	NOUN
cana-4563	68	11	'	'	PART
cana-4563	68	12	specific	specific	ADJ
cana-4563	68	13	needs	need	NOUN
cana-4563	68	14	,	,	PUNCT
cana-4563	68	15	learning	learn	VERB
cana-4563	68	16	styles	style	NOUN
cana-4563	68	17	,	,	PUNCT
cana-4563	68	18	and	and	CCONJ
cana-4563	68	19	proficiency	proficiency	NOUN
cana-4563	68	20	levels	level	NOUN
cana-4563	68	21	.	.	PUNCT
cana-4563	69	1	this	this	DET
cana-4563	69	2	personalized	personalized	ADJ
cana-4563	69	3	approach	approach	NOUN
cana-4563	69	4	ensures	ensure	VERB
cana-4563	69	5	that	that	SCONJ
cana-4563	69	6	students	student	NOUN
cana-4563	69	7	receive	receive	VERB
cana-4563	69	8	targeted	target	VERB
cana-4563	69	9	support	support	NOUN
cana-4563	69	10	and	and	CCONJ
cana-4563	69	11	focus	focus	VERB
cana-4563	69	12	on	on	ADP
cana-4563	69	13	areas	area	NOUN
cana-4563	69	14	where	where	SCONJ
cana-4563	69	15	they	they	PRON
cana-4563	69	16	require	require	VERB
cana-4563	69	17	improvement	improvement	NOUN
cana-4563	69	18	,	,	PUNCT
cana-4563	69	19	leading	lead	VERB
cana-4563	69	20	to	to	ADP
cana-4563	69	21	more	more	ADV
cana-4563	69	22	efficient	efficient	ADJ
cana-4563	69	23	and	and	CCONJ
cana-4563	69	24	effective	effective	ADJ
cana-4563	69	25	language	language	NOUN
cana-4563	69	26	learning	learning	NOUN
cana-4563	69	27	.	.	PUNCT
cana-4563	70	1	real	real	ADJ
cana-4563	70	2	-	-	PUNCT
cana-4563	70	3	time	time	NOUN
cana-4563	70	4	feedback	feedback	NOUN
cana-4563	70	5	and	and	CCONJ
cana-4563	70	6	assessment	assessment	NOUN
cana-4563	70	7	:	:	PUNCT
cana-4563	70	8	ai	ai	AUX
cana-4563	70	9	-	-	PUNCT
cana-4563	70	10	based	base	VERB
cana-4563	70	11	language	language	NOUN
cana-4563	70	12	learning	learning	NOUN
cana-4563	70	13	tools	tool	NOUN
cana-4563	70	14	provide	provide	VERB
cana-4563	70	15	real	real	ADJ
cana-4563	70	16	-	-	PUNCT
cana-4563	70	17	time	time	NOUN
cana-4563	70	18	feedback	feedback	NOUN
cana-4563	70	19	and	and	CCONJ
cana-4563	70	20	assessment	assessment	NOUN
cana-4563	70	21	,	,	PUNCT
cana-4563	70	22	enabling	enable	VERB
cana-4563	70	23	learners	learner	NOUN
cana-4563	70	24	to	to	PART
cana-4563	70	25	receive	receive	VERB
cana-4563	70	26	immediate	immediate	ADJ
cana-4563	70	27	guidance	guidance	NOUN
cana-4563	70	28	on	on	ADP
cana-4563	70	29	their	their	PRON
cana-4563	70	30	language	language	NOUN
cana-4563	70	31	skills	skill	NOUN
cana-4563	70	32	.	.	PUNCT
cana-4563	71	1	automated	automate	VERB
cana-4563	71	2	assessment	assessment	NOUN
cana-4563	71	3	systems	system	NOUN
cana-4563	71	4	can	can	AUX
cana-4563	71	5	analyze	analyze	VERB
cana-4563	71	6	students	student	NOUN
cana-4563	71	7	'	'	PART
cana-4563	71	8	spoken	speak	VERB
cana-4563	71	9	or	or	CCONJ
cana-4563	71	10	written	write	VERB
cana-4563	71	11	responses	response	NOUN
cana-4563	71	12	,	,	PUNCT
cana-4563	71	13	identify	identify	VERB
cana-4563	71	14	errors	error	NOUN
cana-4563	71	15	,	,	PUNCT
cana-4563	71	16	and	and	CCONJ
cana-4563	71	17	offer	offer	VERB
cana-4563	71	18	suggestions	suggestion	NOUN
cana-4563	71	19	for	for	ADP
cana-4563	71	20	improvement	improvement	NOUN
cana-4563	71	21	.	.	PUNCT
cana-4563	72	1	this	this	DET
cana-4563	72	2	prompt	prompt	ADJ
cana-4563	72	3	feedback	feedback	NOUN
cana-4563	72	4	helps	help	VERB
cana-4563	72	5	learners	learner	NOUN
cana-4563	72	6	correct	correct	ADJ
cana-4563	72	7	mistakes	mistake	NOUN
cana-4563	72	8	and	and	CCONJ
cana-4563	72	9	reinforce	reinforce	VERB
cana-4563	72	10	their	their	PRON
cana-4563	72	11	language	language	NOUN
cana-4563	72	12	skills	skill	NOUN
cana-4563	72	13	in	in	ADP
cana-4563	72	14	real	real	ADJ
cana-4563	72	15	-	-	PUNCT
cana-4563	72	16	time	time	NOUN
cana-4563	72	17	,	,	PUNCT
cana-4563	72	18	accelerating	accelerate	VERB
cana-4563	72	19	their	their	PRON
cana-4563	72	20	learning	learning	NOUN
cana-4563	72	21	progress	progress	NOUN
cana-4563	72	22	.	.	PUNCT
cana-4563	73	1	language	language	NOUN
cana-4563	73	2	skills	skill	NOUN
cana-4563	73	3	development	development	NOUN
cana-4563	73	4	:	:	PUNCT
cana-4563	73	5	ai	ai	AUX
cana-4563	73	6	-	-	PUNCT
cana-4563	73	7	powered	power	VERB
cana-4563	73	8	language	language	NOUN
cana-4563	73	9	learning	learning	NOUN
cana-4563	73	10	applications	application	NOUN
cana-4563	73	11	can	can	AUX
cana-4563	73	12	support	support	VERB
cana-4563	73	13	the	the	DET
cana-4563	73	14	development	development	NOUN
cana-4563	73	15	of	of	ADP
cana-4563	73	16	various	various	ADJ
cana-4563	73	17	language	language	NOUN
cana-4563	73	18	skills	skill	NOUN
cana-4563	73	19	,	,	PUNCT
cana-4563	73	20	including	include	VERB
cana-4563	73	21	listening	listen	VERB
cana-4563	73	22	,	,	PUNCT
cana-4563	73	23	speaking	speak	VERB
cana-4563	73	24	,	,	PUNCT
cana-4563	73	25	reading	reading	NOUN
cana-4563	73	26	,	,	PUNCT
cana-4563	73	27	and	and	CCONJ
cana-4563	73	28	writing	writing	NOUN
cana-4563	73	29	.	.	PUNCT
cana-4563	74	1	these	these	DET
cana-4563	74	2	tools	tool	NOUN
cana-4563	74	3	can	can	AUX
cana-4563	74	4	provide	provide	VERB
cana-4563	74	5	interactive	interactive	ADJ
cana-4563	74	6	exercises	exercise	NOUN
cana-4563	74	7	,	,	PUNCT
cana-4563	74	8	pronunciation	pronunciation	NOUN
cana-4563	74	9	practice	practice	NOUN
cana-4563	74	10	,	,	PUNCT
cana-4563	74	11	vocabulary	vocabulary	ADJ
cana-4563	74	12	drills	drill	NOUN
cana-4563	74	13	,	,	PUNCT
cana-4563	74	14	grammar	grammar	NOUN
cana-4563	74	15	explanations	explanation	NOUN
cana-4563	74	16	,	,	PUNCT
cana-4563	74	17	and	and	CCONJ
cana-4563	74	18	comprehension	comprehension	NOUN
cana-4563	74	19	activities	activity	NOUN
cana-4563	74	20	.	.	PUNCT
cana-4563	75	1	by	by	ADP
cana-4563	75	2	offering	offer	VERB
cana-4563	75	3	targeted	target	VERB
cana-4563	75	4	practice	practice	NOUN
cana-4563	75	5	and	and	CCONJ
cana-4563	75	6	instruction	instruction	NOUN
cana-4563	75	7	,	,	PUNCT
cana-4563	75	8	ai	ai	AUX
cana-4563	75	9	enhances	enhance	NOUN
cana-4563	75	10	the	the	DET
cana-4563	75	11	development	development	NOUN
cana-4563	75	12	of	of	ADP
cana-4563	75	13	language	language	NOUN
cana-4563	75	14	skills	skill	NOUN
cana-4563	75	15	in	in	ADP
cana-4563	75	16	a	a	DET
cana-4563	75	17	comprehensive	comprehensive	ADJ
cana-4563	75	18	and	and	CCONJ
cana-4563	75	19	structured	structured	ADJ
cana-4563	75	20	manner	manner	NOUN
cana-4563	75	21	.	.	PUNCT
cana-4563	76	1	increased	increase	VERB
cana-4563	76	2	learner	learner	NOUN
cana-4563	76	3	engagement	engagement	NOUN
cana-4563	76	4	and	and	CCONJ
cana-4563	76	5	motivation	motivation	NOUN
cana-4563	76	6	:	:	PUNCT
cana-4563	76	7	ai	ai	VERB
cana-4563	76	8	in	in	ADP
cana-4563	76	9	english	english	ADJ
cana-4563	76	10	language	language	NOUN
cana-4563	76	11	teaching	teaching	NOUN
cana-4563	76	12	offers	offer	VERB
cana-4563	76	13	interactive	interactive	ADJ
cana-4563	76	14	and	and	CCONJ
cana-4563	76	15	engaging	engage	VERB
cana-4563	76	16	learning	learn	VERB
cana-4563	76	17	experiences	experience	NOUN
cana-4563	76	18	.	.	PUNCT
cana-4563	77	1	virtual	virtual	ADJ
cana-4563	77	2	tutors	tutor	NOUN
cana-4563	77	3	,	,	PUNCT
cana-4563	77	4	chatbots	chatbot	NOUN
cana-4563	77	5	,	,	PUNCT
cana-4563	77	6	and	and	CCONJ
cana-4563	77	7	gamified	gamifie	VERB
cana-4563	77	8	language	language	NOUN
cana-4563	77	9	learning	learning	NOUN
cana-4563	77	10	applications	application	NOUN
cana-4563	77	11	capture	capture	VERB
cana-4563	77	12	students	student	NOUN
cana-4563	77	13	'	'	PART
cana-4563	77	14	attention	attention	NOUN
cana-4563	77	15	and	and	CCONJ
cana-4563	77	16	foster	foster	VERB
cana-4563	77	17	their	their	PRON
cana-4563	77	18	motivation	motivation	NOUN
cana-4563	77	19	to	to	PART
cana-4563	77	20	learn	learn	VERB
cana-4563	77	21	.	.	PUNCT
cana-4563	78	1	through	through	ADP
cana-4563	78	2	personalized	personalized	ADJ
cana-4563	78	3	content	content	NOUN
cana-4563	78	4	,	,	PUNCT
cana-4563	78	5	adaptive	adaptive	ADJ
cana-4563	78	6	exercises	exercise	NOUN
cana-4563	78	7	,	,	PUNCT
cana-4563	78	8	and	and	CCONJ
cana-4563	78	9	interactive	interactive	ADJ
cana-4563	78	10	conversations	conversation	NOUN
cana-4563	78	11	,	,	PUNCT
cana-4563	78	12	ai	ai	VERB
cana-4563	78	13	creates	create	VERB
cana-4563	78	14	a	a	DET
cana-4563	78	15	dynamic	dynamic	ADJ
cana-4563	78	16	and	and	CCONJ
cana-4563	78	17	immersive	immersive	ADJ
cana-4563	78	18	learning	learning	NOUN
cana-4563	78	19	environment	environment	NOUN
cana-4563	78	20	,	,	PUNCT
cana-4563	78	21	making	make	VERB
cana-4563	78	22	language	language	NOUN
cana-4563	78	23	learning	learn	VERB
cana-4563	78	24	more	more	ADV
cana-4563	78	25	enjoyable	enjoyable	ADJ
cana-4563	78	26	and	and	CCONJ
cana-4563	78	27	motivating	motivating	NOUN
cana-4563	78	28	for	for	ADP
cana-4563	78	29	learners	learner	NOUN
cana-4563	78	30	.	.	PUNCT
cana-4563	79	1	accessibility	accessibility	NOUN
cana-4563	79	2	and	and	CCONJ
cana-4563	79	3	inclusion	inclusion	NOUN
cana-4563	79	4	:	:	PUNCT
cana-4563	79	5	ai	ai	VERB
cana-4563	79	6	-	-	PUNCT
cana-4563	79	7	based	base	VERB
cana-4563	79	8	language	language	NOUN
cana-4563	79	9	learning	learning	NOUN
cana-4563	79	10	tools	tool	NOUN
cana-4563	79	11	can	can	AUX
cana-4563	79	12	enhance	enhance	VERB
cana-4563	79	13	accessibility	accessibility	NOUN
cana-4563	79	14	and	and	CCONJ
cana-4563	79	15	inclusion	inclusion	NOUN
cana-4563	79	16	in	in	ADP
cana-4563	79	17	english	english	ADJ
cana-4563	79	18	language	language	NOUN
cana-4563	79	19	teaching	teaching	NOUN
cana-4563	79	20	.	.	PUNCT
cana-4563	80	1	these	these	DET
cana-4563	80	2	tools	tool	NOUN
cana-4563	80	3	can	can	AUX
cana-4563	80	4	provide	provide	VERB
cana-4563	80	5	support	support	NOUN
cana-4563	80	6	for	for	ADP
cana-4563	80	7	learners	learner	NOUN
cana-4563	80	8	with	with	ADP
cana-4563	80	9	diverse	diverse	ADJ
cana-4563	80	10	needs	need	NOUN
cana-4563	80	11	,	,	PUNCT
cana-4563	80	12	such	such	ADJ
cana-4563	80	13	as	as	ADP
cana-4563	80	14	learners	learner	NOUN
cana-4563	80	15	with	with	ADP
cana-4563	80	16	communications	communication	NOUN
cana-4563	80	17	on	on	ADP
cana-4563	80	18	applied	apply	VERB
cana-4563	80	19	nonlinear	nonlinear	ADJ
cana-4563	80	20	analysis	analysis	NOUN
cana-4563	80	21	issn	issn	NOUN
cana-4563	80	22	:	:	PUNCT
cana-4563	80	23	1074	1074	NUM
cana-4563	80	24	-	-	PUNCT
cana-4563	80	25	133x	133x	NUM
cana-4563	80	26	vol	vol	NOUN
cana-4563	80	27	32	32	NUM
cana-4563	80	28	no	no	NOUN
cana-4563	80	29	.	.	PUNCT
cana-4563	81	1	9s	9s	NUM
cana-4563	81	2	(	(	PUNCT
cana-4563	81	3	2025	2025	NUM
cana-4563	81	4	)	)	PUNCT
cana-4563	81	5	2606	2606	NUM
cana-4563	81	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4563	81	7	visual	visual	ADJ
cana-4563	81	8	or	or	CCONJ
cana-4563	81	9	hearing	hear	VERB
cana-4563	81	10	impairments	impairment	NOUN
cana-4563	81	11	.	.	PUNCT
cana-4563	82	1	text	text	NOUN
cana-4563	82	2	-	-	PUNCT
cana-4563	82	3	to	to	ADP
cana-4563	82	4	-	-	PUNCT
cana-4563	82	5	speech	speech	NOUN
cana-4563	82	6	and	and	CCONJ
cana-4563	82	7	speech	speech	NOUN
cana-4563	82	8	recognition	recognition	NOUN
cana-4563	82	9	technologies	technology	NOUN
cana-4563	82	10	enable	enable	VERB
cana-4563	82	11	learners	learner	NOUN
cana-4563	82	12	to	to	PART
cana-4563	82	13	engage	engage	VERB
cana-4563	82	14	with	with	ADP
cana-4563	82	15	the	the	DET
cana-4563	82	16	content	content	NOUN
cana-4563	82	17	in	in	ADP
cana-4563	82	18	multiple	multiple	ADJ
cana-4563	82	19	ways	way	NOUN
cana-4563	82	20	,	,	PUNCT
cana-4563	82	21	making	make	VERB
cana-4563	82	22	it	it	PRON
cana-4563	82	23	more	more	ADV
cana-4563	82	24	accessible	accessible	ADJ
cana-4563	82	25	and	and	CCONJ
cana-4563	82	26	inclusive	inclusive	ADJ
cana-4563	82	27	for	for	ADP
cana-4563	82	28	all	all	DET
cana-4563	82	29	learners	learner	NOUN
cana-4563	82	30	.	.	PUNCT
cana-4563	83	1	challenges	challenge	NOUN
cana-4563	83	2	and	and	CCONJ
cana-4563	83	3	considerations	consideration	NOUN
cana-4563	83	4	in	in	ADP
cana-4563	83	5	ai	ai	ADJ
cana-4563	83	6	-	-	PUNCT
cana-4563	83	7	enabled	enable	VERB
cana-4563	83	8	elt	elt	NOUN
cana-4563	83	9	data	data	NOUN
cana-4563	83	10	privacy	privacy	NOUN
cana-4563	83	11	and	and	CCONJ
cana-4563	83	12	security	security	NOUN
cana-4563	83	13	:	:	PUNCT
cana-4563	83	14	ai	ai	AUX
cana-4563	83	15	-	-	PUNCT
cana-4563	83	16	enabled	enable	VERB
cana-4563	83	17	language	language	NOUN
cana-4563	83	18	learning	learning	NOUN
cana-4563	83	19	platforms	platform	NOUN
cana-4563	83	20	often	often	ADV
cana-4563	83	21	collect	collect	VERB
cana-4563	83	22	and	and	CCONJ
cana-4563	83	23	analyze	analyze	VERB
cana-4563	83	24	learner	learner	NOUN
cana-4563	83	25	data	datum	NOUN
cana-4563	83	26	to	to	PART
cana-4563	83	27	provide	provide	VERB
cana-4563	83	28	personalized	personalized	ADJ
cana-4563	83	29	experiences	experience	NOUN
cana-4563	83	30	.	.	PUNCT
cana-4563	84	1	it	it	PRON
cana-4563	84	2	is	be	AUX
cana-4563	84	3	crucial	crucial	ADJ
cana-4563	84	4	to	to	PART
cana-4563	84	5	ensure	ensure	VERB
cana-4563	84	6	that	that	SCONJ
cana-4563	84	7	learner	learner	NOUN
cana-4563	84	8	data	datum	NOUN
cana-4563	84	9	is	be	AUX
cana-4563	84	10	protected	protect	VERB
cana-4563	84	11	and	and	CCONJ
cana-4563	84	12	handled	handle	VERB
cana-4563	84	13	securely	securely	ADV
cana-4563	84	14	to	to	PART
cana-4563	84	15	maintain	maintain	VERB
cana-4563	84	16	privacy	privacy	NOUN
cana-4563	84	17	and	and	CCONJ
cana-4563	84	18	comply	comply	VERB
cana-4563	84	19	with	with	ADP
cana-4563	84	20	data	datum	NOUN
cana-4563	84	21	protection	protection	NOUN
cana-4563	84	22	regulations	regulation	NOUN
cana-4563	84	23	.	.	PUNCT
cana-4563	85	1	clear	clear	ADJ
cana-4563	85	2	policies	policy	NOUN
cana-4563	85	3	and	and	CCONJ
cana-4563	85	4	transparent	transparent	ADJ
cana-4563	85	5	practices	practice	NOUN
cana-4563	85	6	should	should	AUX
cana-4563	85	7	be	be	AUX
cana-4563	85	8	in	in	ADP
cana-4563	85	9	place	place	NOUN
cana-4563	85	10	to	to	PART
cana-4563	85	11	address	address	VERB
cana-4563	85	12	data	datum	NOUN
cana-4563	85	13	privacy	privacy	NOUN
cana-4563	85	14	concerns	concern	NOUN
cana-4563	85	15	.	.	PUNCT
cana-4563	86	1	ethical	ethical	ADJ
cana-4563	86	2	use	use	NOUN
cana-4563	86	3	of	of	ADP
cana-4563	86	4	ai	ai	NOUN
cana-4563	86	5	:	:	PUNCT
cana-4563	86	6	ai	ai	VERB
cana-4563	86	7	systems	system	NOUN
cana-4563	86	8	should	should	AUX
cana-4563	86	9	be	be	AUX
cana-4563	86	10	designed	design	VERB
cana-4563	86	11	and	and	CCONJ
cana-4563	86	12	used	use	VERB
cana-4563	86	13	ethically	ethically	ADV
cana-4563	86	14	in	in	ADP
cana-4563	86	15	english	english	ADJ
cana-4563	86	16	language	language	NOUN
cana-4563	86	17	teaching	teaching	NOUN
cana-4563	86	18	.	.	PUNCT
cana-4563	87	1	it	it	PRON
cana-4563	87	2	is	be	AUX
cana-4563	87	3	important	important	ADJ
cana-4563	87	4	to	to	PART
cana-4563	87	5	consider	consider	VERB
cana-4563	87	6	issues	issue	NOUN
cana-4563	87	7	such	such	ADJ
cana-4563	87	8	as	as	ADP
cana-4563	87	9	bias	bias	NOUN
cana-4563	87	10	,	,	PUNCT
cana-4563	87	11	fairness	fairness	NOUN
cana-4563	87	12	,	,	PUNCT
cana-4563	87	13	and	and	CCONJ
cana-4563	87	14	transparency	transparency	NOUN
cana-4563	87	15	in	in	ADP
cana-4563	87	16	algorithmic	algorithmic	ADJ
cana-4563	87	17	decisionmaking	decisionmaking	NOUN
cana-4563	87	18	.	.	PUNCT
cana-4563	88	1	developers	developer	NOUN
cana-4563	88	2	and	and	CCONJ
cana-4563	88	3	educators	educator	NOUN
cana-4563	88	4	must	must	AUX
cana-4563	88	5	be	be	AUX
cana-4563	88	6	aware	aware	ADJ
cana-4563	88	7	of	of	ADP
cana-4563	88	8	potential	potential	ADJ
cana-4563	88	9	biases	bias	NOUN
cana-4563	88	10	in	in	ADP
cana-4563	88	11	data	datum	NOUN
cana-4563	88	12	,	,	PUNCT
cana-4563	88	13	algorithms	algorithm	NOUN
cana-4563	88	14	,	,	PUNCT
cana-4563	88	15	and	and	CCONJ
cana-4563	88	16	models	model	NOUN
cana-4563	88	17	and	and	CCONJ
cana-4563	88	18	take	take	VERB
cana-4563	88	19	steps	step	NOUN
cana-4563	88	20	to	to	PART
cana-4563	88	21	mitigate	mitigate	VERB
cana-4563	88	22	them	they	PRON
cana-4563	88	23	to	to	PART
cana-4563	88	24	ensure	ensure	VERB
cana-4563	88	25	fair	fair	ADJ
cana-4563	88	26	and	and	CCONJ
cana-4563	88	27	unbiased	unbiased	ADJ
cana-4563	88	28	language	language	NOUN
cana-4563	88	29	learning	learning	NOUN
cana-4563	88	30	experiences	experience	NOUN
cana-4563	88	31	.	.	PUNCT
cana-4563	89	1	technical	technical	ADJ
cana-4563	89	2	limitations	limitation	NOUN
cana-4563	89	3	:	:	PUNCT
cana-4563	89	4	ai	ai	AUX
cana-4563	89	5	systems	system	NOUN
cana-4563	89	6	are	be	AUX
cana-4563	89	7	not	not	PART
cana-4563	89	8	perfect	perfect	ADJ
cana-4563	89	9	and	and	CCONJ
cana-4563	89	10	may	may	AUX
cana-4563	89	11	have	have	VERB
cana-4563	89	12	limitations	limitation	NOUN
cana-4563	89	13	.	.	PUNCT
cana-4563	90	1	for	for	ADP
cana-4563	90	2	example	example	NOUN
cana-4563	90	3	,	,	PUNCT
cana-4563	90	4	language	language	NOUN
cana-4563	90	5	processing	processing	NOUN
cana-4563	90	6	algorithms	algorithm	NOUN
cana-4563	90	7	may	may	AUX
cana-4563	90	8	struggle	struggle	VERB
cana-4563	90	9	with	with	ADP
cana-4563	90	10	understanding	understand	VERB
cana-4563	90	11	non	non	ADJ
cana-4563	90	12	-	-	ADJ
cana-4563	90	13	standard	standard	ADJ
cana-4563	90	14	accents	accent	NOUN
cana-4563	90	15	,	,	PUNCT
cana-4563	90	16	regional	regional	ADJ
cana-4563	90	17	dialects	dialect	NOUN
cana-4563	90	18	,	,	PUNCT
cana-4563	90	19	or	or	CCONJ
cana-4563	90	20	complex	complex	ADJ
cana-4563	90	21	sentence	sentence	NOUN
cana-4563	90	22	structures	structure	NOUN
cana-4563	90	23	.	.	PUNCT
cana-4563	91	1	it	it	PRON
cana-4563	91	2	is	be	AUX
cana-4563	91	3	important	important	ADJ
cana-4563	91	4	to	to	PART
cana-4563	91	5	consider	consider	VERB
cana-4563	91	6	these	these	DET
cana-4563	91	7	limitations	limitation	NOUN
cana-4563	91	8	and	and	CCONJ
cana-4563	91	9	ensure	ensure	VERB
cana-4563	91	10	that	that	SCONJ
cana-4563	91	11	learners	learner	NOUN
cana-4563	91	12	receive	receive	VERB
cana-4563	91	13	accurate	accurate	ADJ
cana-4563	91	14	feedback	feedback	NOUN
cana-4563	91	15	and	and	CCONJ
cana-4563	91	16	instruction	instruction	NOUN
cana-4563	91	17	despite	despite	SCONJ
cana-4563	91	18	these	these	DET
cana-4563	91	19	challenges	challenge	NOUN
cana-4563	91	20	.	.	PUNCT
cana-4563	92	1	integration	integration	NOUN
cana-4563	92	2	with	with	ADP
cana-4563	92	3	teacher	teacher	NOUN
cana-4563	92	4	role	role	NOUN
cana-4563	92	5	:	:	PUNCT
cana-4563	92	6	while	while	SCONJ
cana-4563	92	7	ai	ai	NOUN
cana-4563	92	8	can	can	AUX
cana-4563	92	9	enhance	enhance	VERB
cana-4563	92	10	language	language	NOUN
cana-4563	92	11	learning	learning	NOUN
cana-4563	92	12	,	,	PUNCT
cana-4563	92	13	it	it	PRON
cana-4563	92	14	should	should	AUX
cana-4563	92	15	not	not	PART
cana-4563	92	16	replace	replace	VERB
cana-4563	92	17	the	the	DET
cana-4563	92	18	role	role	NOUN
cana-4563	92	19	of	of	ADP
cana-4563	92	20	teachers	teacher	NOUN
cana-4563	92	21	.	.	PUNCT
cana-4563	93	1	the	the	DET
cana-4563	93	2	human	human	ADJ
cana-4563	93	3	touch	touch	NOUN
cana-4563	93	4	,	,	PUNCT
cana-4563	93	5	empathy	empathy	NOUN
cana-4563	93	6	,	,	PUNCT
cana-4563	93	7	and	and	CCONJ
cana-4563	93	8	cultural	cultural	ADJ
cana-4563	93	9	nuances	nuance	NOUN
cana-4563	93	10	that	that	PRON
cana-4563	93	11	teachers	teacher	NOUN
cana-4563	93	12	bring	bring	VERB
cana-4563	93	13	to	to	PART
cana-4563	93	14	language	language	NOUN
cana-4563	93	15	instruction	instruction	NOUN
cana-4563	93	16	are	be	AUX
cana-4563	93	17	irreplaceable	irreplaceable	ADJ
cana-4563	93	18	.	.	PUNCT
cana-4563	94	1	ai	ai	VERB
cana-4563	94	2	should	should	AUX
cana-4563	94	3	be	be	AUX
cana-4563	94	4	used	use	VERB
cana-4563	94	5	as	as	ADP
cana-4563	94	6	a	a	DET
cana-4563	94	7	tool	tool	NOUN
cana-4563	94	8	to	to	PART
cana-4563	94	9	support	support	VERB
cana-4563	94	10	teachers	teacher	NOUN
cana-4563	94	11	in	in	ADP
cana-4563	94	12	providing	provide	VERB
cana-4563	94	13	personalized	personalized	ADJ
cana-4563	94	14	instruction	instruction	NOUN
cana-4563	94	15	and	and	CCONJ
cana-4563	94	16	feedback	feedback	NOUN
cana-4563	94	17	,	,	PUNCT
cana-4563	94	18	rather	rather	ADV
cana-4563	94	19	than	than	ADP
cana-4563	94	20	replacing	replace	VERB
cana-4563	94	21	their	their	PRON
cana-4563	94	22	expertise	expertise	NOUN
cana-4563	94	23	.	.	PUNCT
cana-4563	95	1	access	access	NOUN
cana-4563	95	2	and	and	CCONJ
cana-4563	95	3	equity	equity	NOUN
cana-4563	95	4	:	:	PUNCT
cana-4563	95	5	the	the	DET
cana-4563	95	6	use	use	NOUN
cana-4563	95	7	of	of	ADP
cana-4563	95	8	ai	ai	NOUN
cana-4563	95	9	in	in	ADP
cana-4563	95	10	english	english	ADJ
cana-4563	95	11	language	language	NOUN
cana-4563	95	12	teaching	teaching	NOUN
cana-4563	95	13	should	should	AUX
cana-4563	95	14	not	not	PART
cana-4563	95	15	exacerbate	exacerbate	VERB
cana-4563	95	16	existing	exist	VERB
cana-4563	95	17	inequalities	inequality	NOUN
cana-4563	95	18	.	.	PUNCT
cana-4563	96	1	there	there	PRON
cana-4563	96	2	may	may	AUX
cana-4563	96	3	be	be	AUX
cana-4563	96	4	barriers	barrier	NOUN
cana-4563	96	5	to	to	PART
cana-4563	96	6	access	access	VERB
cana-4563	96	7	for	for	ADP
cana-4563	96	8	learners	learner	NOUN
cana-4563	96	9	who	who	PRON
cana-4563	96	10	lack	lack	VERB
cana-4563	96	11	internet	internet	NOUN
cana-4563	96	12	connectivity	connectivity	NOUN
cana-4563	96	13	,	,	PUNCT
cana-4563	96	14	access	access	NOUN
cana-4563	96	15	to	to	ADP
cana-4563	96	16	devices	device	NOUN
cana-4563	96	17	,	,	PUNCT
cana-4563	96	18	or	or	CCONJ
cana-4563	96	19	technological	technological	ADJ
cana-4563	96	20	literacy	literacy	NOUN
cana-4563	96	21	.	.	PUNCT
cana-4563	97	1	efforts	effort	NOUN
cana-4563	97	2	should	should	AUX
cana-4563	97	3	be	be	AUX
cana-4563	97	4	made	make	VERB
cana-4563	97	5	to	to	PART
cana-4563	97	6	ensure	ensure	VERB
cana-4563	97	7	that	that	SCONJ
cana-4563	97	8	ai	ai	AUX
cana-4563	97	9	-	-	PUNCT
cana-4563	97	10	enabled	enable	VERB
cana-4563	97	11	language	language	NOUN
cana-4563	97	12	learning	learning	NOUN
cana-4563	97	13	resources	resource	NOUN
cana-4563	97	14	are	be	AUX
cana-4563	97	15	accessible	accessible	ADJ
cana-4563	97	16	and	and	CCONJ
cana-4563	97	17	inclusive	inclusive	ADJ
cana-4563	97	18	for	for	ADP
cana-4563	97	19	all	all	DET
cana-4563	97	20	learners	learner	NOUN
cana-4563	97	21	,	,	PUNCT
cana-4563	97	22	including	include	VERB
cana-4563	97	23	those	those	PRON
cana-4563	97	24	from	from	ADP
cana-4563	97	25	marginalized	marginalize	VERB
cana-4563	97	26	or	or	CCONJ
cana-4563	97	27	disadvantaged	disadvantaged	ADJ
cana-4563	97	28	backgrounds	background	NOUN
cana-4563	97	29	.	.	PUNCT
cana-4563	98	1	training	training	NOUN
cana-4563	98	2	and	and	CCONJ
cana-4563	98	3	support	support	NOUN
cana-4563	98	4	for	for	ADP
cana-4563	98	5	educators	educator	NOUN
cana-4563	98	6	:	:	PUNCT
cana-4563	98	7	teachers	teacher	NOUN
cana-4563	98	8	need	need	VERB
cana-4563	98	9	to	to	PART
cana-4563	98	10	be	be	AUX
cana-4563	98	11	adequately	adequately	ADV
cana-4563	98	12	trained	train	VERB
cana-4563	98	13	and	and	CCONJ
cana-4563	98	14	supported	support	VERB
cana-4563	98	15	in	in	ADP
cana-4563	98	16	using	use	VERB
cana-4563	98	17	ai	ai	ADJ
cana-4563	98	18	-	-	PUNCT
cana-4563	98	19	enabled	enable	VERB
cana-4563	98	20	tools	tool	NOUN
cana-4563	98	21	effectively	effectively	ADV
cana-4563	98	22	.	.	PUNCT
cana-4563	99	1	professional	professional	ADJ
cana-4563	99	2	development	development	NOUN
cana-4563	99	3	programs	program	NOUN
cana-4563	99	4	should	should	AUX
cana-4563	99	5	be	be	AUX
cana-4563	99	6	in	in	ADP
cana-4563	99	7	place	place	NOUN
cana-4563	99	8	to	to	PART
cana-4563	99	9	help	help	VERB
cana-4563	99	10	educators	educator	NOUN
cana-4563	99	11	understand	understand	VERB
cana-4563	99	12	how	how	SCONJ
cana-4563	99	13	to	to	PART
cana-4563	99	14	integrate	integrate	VERB
cana-4563	99	15	ai	ai	VERB
cana-4563	99	16	into	into	ADP
cana-4563	99	17	their	their	PRON
cana-4563	99	18	teaching	teaching	NOUN
cana-4563	99	19	practices	practice	NOUN
cana-4563	99	20	and	and	CCONJ
cana-4563	99	21	make	make	VERB
cana-4563	99	22	the	the	DET
cana-4563	99	23	most	most	ADJ
cana-4563	99	24	of	of	ADP
cana-4563	99	25	its	its	PRON
cana-4563	99	26	benefits	benefit	NOUN
cana-4563	99	27	.	.	PUNCT
cana-4563	100	1	ongoing	ongoing	ADJ
cana-4563	100	2	support	support	NOUN
cana-4563	100	3	should	should	AUX
cana-4563	100	4	be	be	AUX
cana-4563	100	5	provided	provide	VERB
cana-4563	100	6	to	to	PART
cana-4563	100	7	address	address	VERB
cana-4563	100	8	any	any	DET
cana-4563	100	9	technical	technical	ADJ
cana-4563	100	10	or	or	CCONJ
cana-4563	100	11	pedagogical	pedagogical	ADJ
cana-4563	100	12	challenges	challenge	NOUN
cana-4563	100	13	that	that	PRON
cana-4563	100	14	may	may	AUX
cana-4563	100	15	arise	arise	VERB
cana-4563	100	16	.	.	PUNCT
cana-4563	101	1	pedagogical	pedagogical	ADJ
cana-4563	101	2	considerations	consideration	NOUN
cana-4563	101	3	:	:	PUNCT
cana-4563	101	4	while	while	SCONJ
cana-4563	101	5	ai	ai	VERB
cana-4563	101	6	can	can	AUX
cana-4563	101	7	provide	provide	VERB
cana-4563	101	8	personalized	personalized	ADJ
cana-4563	101	9	learning	learning	NOUN
cana-4563	101	10	experiences	experience	NOUN
cana-4563	101	11	,	,	PUNCT
cana-4563	101	12	it	it	PRON
cana-4563	101	13	is	be	AUX
cana-4563	101	14	essential	essential	ADJ
cana-4563	101	15	to	to	PART
cana-4563	101	16	maintain	maintain	VERB
cana-4563	101	17	a	a	DET
cana-4563	101	18	balance	balance	NOUN
cana-4563	101	19	between	between	ADP
cana-4563	101	20	technology	technology	NOUN
cana-4563	101	21	and	and	CCONJ
cana-4563	101	22	pedagogy	pedagogy	NOUN
cana-4563	101	23	.	.	PUNCT
cana-4563	102	1	the	the	DET
cana-4563	102	2	design	design	NOUN
cana-4563	102	3	and	and	CCONJ
cana-4563	102	4	implementation	implementation	NOUN
cana-4563	102	5	of	of	ADP
cana-4563	102	6	aienabled	aienable	VERB
cana-4563	102	7	tools	tool	NOUN
cana-4563	102	8	should	should	AUX
cana-4563	102	9	align	align	VERB
cana-4563	102	10	with	with	ADP
cana-4563	102	11	sound	sound	ADJ
cana-4563	102	12	pedagogical	pedagogical	ADJ
cana-4563	102	13	principles	principle	NOUN
cana-4563	102	14	and	and	CCONJ
cana-4563	102	15	practices	practice	NOUN
cana-4563	102	16	.	.	PUNCT
cana-4563	103	1	the	the	DET
cana-4563	103	2	focus	focus	NOUN
cana-4563	103	3	should	should	AUX
cana-4563	103	4	be	be	AUX
cana-4563	103	5	on	on	ADP
cana-4563	103	6	meaningful	meaningful	ADJ
cana-4563	103	7	language	language	NOUN
cana-4563	103	8	learning	learn	VERB
cana-4563	103	9	experiences	experience	NOUN
cana-4563	103	10	and	and	CCONJ
cana-4563	103	11	fostering	foster	VERB
cana-4563	103	12	critical	critical	ADJ
cana-4563	103	13	thinking	thinking	NOUN
cana-4563	103	14	,	,	PUNCT
cana-4563	103	15	creativity	creativity	NOUN
cana-4563	103	16	,	,	PUNCT
cana-4563	103	17	and	and	CCONJ
cana-4563	103	18	collaboration	collaboration	NOUN
cana-4563	103	19	.	.	PUNCT
cana-4563	104	1	case	case	NOUN
cana-4563	104	2	studies	study	NOUN
cana-4563	104	3	:	:	PUNCT
cana-4563	104	4	successful	successful	ADJ
cana-4563	104	5	implementations	implementation	NOUN
cana-4563	104	6	of	of	ADP
cana-4563	104	7	ai	ai	NOUN
cana-4563	104	8	in	in	ADP
cana-4563	104	9	elt	elt	PROPN
cana-4563	104	10	duolingo	duolingo	NOUN
cana-4563	104	11	:	:	PUNCT
cana-4563	104	12	communications	communication	NOUN
cana-4563	104	13	on	on	ADP
cana-4563	104	14	applied	apply	VERB
cana-4563	104	15	nonlinear	nonlinear	ADJ
cana-4563	104	16	analysis	analysis	NOUN
cana-4563	104	17	issn	issn	NOUN
cana-4563	104	18	:	:	PUNCT
cana-4563	104	19	1074	1074	NUM
cana-4563	104	20	-	-	PUNCT
cana-4563	104	21	133x	133x	NUM
cana-4563	104	22	vol	vol	NOUN
cana-4563	104	23	32	32	NUM
cana-4563	104	24	no	no	NOUN
cana-4563	104	25	.	.	PUNCT
cana-4563	105	1	9s	9s	NUM
cana-4563	105	2	(	(	PUNCT
cana-4563	105	3	2025	2025	NUM
cana-4563	105	4	)	)	PUNCT
cana-4563	105	5	2607	2607	NUM
cana-4563	106	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-4563	106	2	duolingo	duolingo	NOUN
cana-4563	106	3	is	be	AUX
cana-4563	106	4	a	a	DET
cana-4563	106	5	popular	popular	ADJ
cana-4563	106	6	language	language	NOUN
cana-4563	106	7	learning	learn	VERB
cana-4563	106	8	platform	platform	NOUN
cana-4563	106	9	that	that	PRON
cana-4563	106	10	incorporates	incorporate	VERB
cana-4563	106	11	ai	ai	VERB
cana-4563	106	12	techniques	technique	NOUN
cana-4563	106	13	into	into	ADP
cana-4563	106	14	its	its	PRON
cana-4563	106	15	language	language	NOUN
cana-4563	106	16	courses	course	NOUN
cana-4563	106	17	.	.	PUNCT
cana-4563	107	1	it	it	PRON
cana-4563	107	2	offers	offer	VERB
cana-4563	107	3	personalized	personalized	ADJ
cana-4563	107	4	learning	learn	VERB
cana-4563	107	5	experiences	experience	NOUN
cana-4563	107	6	and	and	CCONJ
cana-4563	107	7	adaptive	adaptive	ADJ
cana-4563	107	8	exercises	exercise	NOUN
cana-4563	107	9	to	to	PART
cana-4563	107	10	help	help	VERB
cana-4563	107	11	learners	learner	NOUN
cana-4563	107	12	practice	practice	NOUN
cana-4563	107	13	reading	reading	NOUN
cana-4563	107	14	,	,	PUNCT
cana-4563	107	15	writing	writing	NOUN
cana-4563	107	16	,	,	PUNCT
cana-4563	107	17	listening	listening	NOUN
cana-4563	107	18	,	,	PUNCT
cana-4563	107	19	and	and	CCONJ
cana-4563	107	20	speaking	speaking	NOUN
cana-4563	107	21	skills	skill	NOUN
cana-4563	107	22	.	.	PUNCT
cana-4563	108	1	duolingo	duolingo	PROPN
cana-4563	108	2	's	's	PART
cana-4563	108	3	ai	ai	PROPN
cana-4563	108	4	algorithms	algorithm	NOUN
cana-4563	108	5	analyze	analyze	VERB
cana-4563	108	6	learners	learner	NOUN
cana-4563	108	7	'	'	PART
cana-4563	108	8	performance	performance	NOUN
cana-4563	108	9	and	and	CCONJ
cana-4563	108	10	provide	provide	VERB
cana-4563	108	11	immediate	immediate	ADJ
cana-4563	108	12	feedback	feedback	NOUN
cana-4563	108	13	and	and	CCONJ
cana-4563	108	14	recommendations	recommendation	NOUN
cana-4563	108	15	for	for	ADP
cana-4563	108	16	improvement	improvement	NOUN
cana-4563	108	17	.	.	PUNCT
cana-4563	109	1	the	the	DET
cana-4563	109	2	platform	platform	NOUN
cana-4563	109	3	has	have	AUX
cana-4563	109	4	attracted	attract	VERB
cana-4563	109	5	millions	million	NOUN
cana-4563	109	6	of	of	ADP
cana-4563	109	7	users	user	NOUN
cana-4563	109	8	worldwide	worldwide	ADV
cana-4563	109	9	and	and	CCONJ
cana-4563	109	10	has	have	AUX
cana-4563	109	11	been	be	AUX
cana-4563	109	12	successful	successful	ADJ
cana-4563	109	13	in	in	ADP
cana-4563	109	14	making	make	VERB
cana-4563	109	15	language	language	NOUN
cana-4563	109	16	learning	learning	NOUN
cana-4563	109	17	accessible	accessible	ADJ
cana-4563	109	18	and	and	CCONJ
cana-4563	109	19	engaging	engaging	ADJ
cana-4563	109	20	.	.	PUNCT
cana-4563	110	1	rosetta	rosetta	PROPN
cana-4563	110	2	stone	stone	PROPN
cana-4563	110	3	:	:	PUNCT
cana-4563	110	4	rosetta	rosetta	PROPN
cana-4563	110	5	stone	stone	NOUN
cana-4563	110	6	is	be	AUX
cana-4563	110	7	another	another	DET
cana-4563	110	8	prominent	prominent	ADJ
cana-4563	110	9	language	language	NOUN
cana-4563	110	10	learning	learn	VERB
cana-4563	110	11	software	software	NOUN
cana-4563	110	12	that	that	PRON
cana-4563	110	13	has	have	AUX
cana-4563	110	14	incorporated	incorporate	VERB
cana-4563	110	15	ai	ai	VERB
cana-4563	110	16	into	into	ADP
cana-4563	110	17	its	its	PRON
cana-4563	110	18	programs	program	NOUN
cana-4563	110	19	.	.	PUNCT
cana-4563	111	1	it	it	PRON
cana-4563	111	2	provides	provide	VERB
cana-4563	111	3	interactive	interactive	ADJ
cana-4563	111	4	language	language	NOUN
cana-4563	111	5	lessons	lesson	NOUN
cana-4563	111	6	and	and	CCONJ
cana-4563	111	7	uses	uses	AUX
cana-4563	111	8	ai	ai	VERB
cana-4563	111	9	to	to	PART
cana-4563	111	10	adapt	adapt	VERB
cana-4563	111	11	the	the	DET
cana-4563	111	12	difficulty	difficulty	NOUN
cana-4563	111	13	level	level	NOUN
cana-4563	111	14	of	of	ADP
cana-4563	111	15	exercises	exercise	NOUN
cana-4563	111	16	based	base	VERB
cana-4563	111	17	on	on	ADP
cana-4563	111	18	learners	learner	NOUN
cana-4563	111	19	'	'	PART
cana-4563	111	20	progress	progress	NOUN
cana-4563	111	21	and	and	CCONJ
cana-4563	111	22	performance	performance	NOUN
cana-4563	111	23	.	.	PUNCT
cana-4563	112	1	the	the	DET
cana-4563	112	2	ai	ai	PROPN
cana-4563	112	3	algorithms	algorithms	NOUN
cana-4563	112	4	analyze	analyze	VERB
cana-4563	112	5	learners	learner	NOUN
cana-4563	112	6	'	'	PART
cana-4563	112	7	responses	response	NOUN
cana-4563	112	8	and	and	CCONJ
cana-4563	112	9	provide	provide	VERB
cana-4563	112	10	real	real	ADJ
cana-4563	112	11	-	-	PUNCT
cana-4563	112	12	time	time	NOUN
cana-4563	112	13	feedback	feedback	NOUN
cana-4563	112	14	on	on	ADP
cana-4563	112	15	pronunciation	pronunciation	NOUN
cana-4563	112	16	,	,	PUNCT
cana-4563	112	17	vocabulary	vocabulary	NOUN
cana-4563	112	18	,	,	PUNCT
cana-4563	112	19	and	and	CCONJ
cana-4563	112	20	grammar	grammar	NOUN
cana-4563	112	21	.	.	PUNCT
cana-4563	113	1	rosetta	rosetta	PROPN
cana-4563	113	2	stone	stone	PROPN
cana-4563	113	3	's	's	PART
cana-4563	113	4	aienabled	aienable	VERB
cana-4563	113	5	approach	approach	NOUN
cana-4563	113	6	has	have	AUX
cana-4563	113	7	helped	help	VERB
cana-4563	113	8	learners	learner	NOUN
cana-4563	113	9	develop	develop	VERB
cana-4563	113	10	their	their	PRON
cana-4563	113	11	language	language	NOUN
cana-4563	113	12	skills	skill	NOUN
cana-4563	113	13	at	at	ADP
cana-4563	113	14	their	their	PRON
cana-4563	113	15	own	own	ADJ
cana-4563	113	16	pace	pace	NOUN
cana-4563	113	17	and	and	CCONJ
cana-4563	113	18	has	have	AUX
cana-4563	113	19	been	be	AUX
cana-4563	113	20	widely	widely	ADV
cana-4563	113	21	recognized	recognize	VERB
cana-4563	113	22	for	for	ADP
cana-4563	113	23	its	its	PRON
cana-4563	113	24	effectiveness	effectiveness	NOUN
cana-4563	113	25	.	.	PUNCT
cana-4563	114	1	cambridge	cambridge	PROPN
cana-4563	114	2	english	english	PROPN
cana-4563	114	3	write	write	VERB
cana-4563	114	4	&	&	CCONJ
cana-4563	114	5	improve	improve	VERB
cana-4563	114	6	:	:	PUNCT
cana-4563	114	7	cambridge	cambridge	PROPN
cana-4563	114	8	english	english	PROPN
cana-4563	114	9	write	write	VERB
cana-4563	114	10	&	&	CCONJ
cana-4563	114	11	improve	improve	VERB
cana-4563	114	12	is	be	AUX
cana-4563	114	13	an	an	DET
cana-4563	114	14	ai	ai	NOUN
cana-4563	114	15	-	-	PUNCT
cana-4563	114	16	powered	powered	ADJ
cana-4563	114	17	writing	writing	NOUN
cana-4563	114	18	assessment	assessment	NOUN
cana-4563	114	19	tool	tool	NOUN
cana-4563	114	20	developed	develop	VERB
cana-4563	114	21	by	by	ADP
cana-4563	114	22	cambridge	cambridge	PROPN
cana-4563	114	23	assessment	assessment	PROPN
cana-4563	114	24	english	english	PROPN
cana-4563	114	25	.	.	PUNCT
cana-4563	115	1	it	it	PRON
cana-4563	115	2	allows	allow	VERB
cana-4563	115	3	learners	learner	NOUN
cana-4563	115	4	to	to	PART
cana-4563	115	5	submit	submit	VERB
cana-4563	115	6	their	their	PRON
cana-4563	115	7	written	write	VERB
cana-4563	115	8	compositions	composition	NOUN
cana-4563	115	9	,	,	PUNCT
cana-4563	115	10	which	which	PRON
cana-4563	115	11	are	be	AUX
cana-4563	115	12	then	then	ADV
cana-4563	115	13	analyzed	analyze	VERB
cana-4563	115	14	using	use	VERB
cana-4563	115	15	ai	ai	VERB
cana-4563	115	16	algorithms	algorithm	NOUN
cana-4563	115	17	.	.	PUNCT
cana-4563	116	1	the	the	DET
cana-4563	116	2	tool	tool	NOUN
cana-4563	116	3	provides	provide	VERB
cana-4563	116	4	detailed	detailed	ADJ
cana-4563	116	5	feedback	feedback	NOUN
cana-4563	116	6	on	on	ADP
cana-4563	116	7	grammar	grammar	NOUN
cana-4563	116	8	,	,	PUNCT
cana-4563	116	9	vocabulary	vocabulary	NOUN
cana-4563	116	10	,	,	PUNCT
cana-4563	116	11	and	and	CCONJ
cana-4563	116	12	coherence	coherence	NOUN
cana-4563	116	13	,	,	PUNCT
cana-4563	116	14	helping	help	VERB
cana-4563	116	15	learners	learner	NOUN
cana-4563	116	16	improve	improve	VERB
cana-4563	116	17	their	their	PRON
cana-4563	116	18	writing	writing	NOUN
cana-4563	116	19	skills	skill	NOUN
cana-4563	116	20	.	.	PUNCT
cana-4563	117	1	it	it	PRON
cana-4563	117	2	offers	offer	VERB
cana-4563	117	3	learners	learner	NOUN
cana-4563	117	4	the	the	DET
cana-4563	117	5	opportunity	opportunity	NOUN
cana-4563	117	6	to	to	PART
cana-4563	117	7	practice	practice	VERB
cana-4563	117	8	writing	writing	NOUN
cana-4563	117	9	and	and	CCONJ
cana-4563	117	10	receive	receive	VERB
cana-4563	117	11	targeted	target	VERB
cana-4563	117	12	feedback	feedback	NOUN
cana-4563	117	13	,	,	PUNCT
cana-4563	117	14	similar	similar	ADJ
cana-4563	117	15	to	to	ADP
cana-4563	117	16	what	what	PRON
cana-4563	117	17	they	they	PRON
cana-4563	117	18	would	would	AUX
cana-4563	117	19	receive	receive	VERB
cana-4563	117	20	from	from	ADP
cana-4563	117	21	a	a	DET
cana-4563	117	22	human	human	ADJ
cana-4563	117	23	examiner	examiner	NOUN
cana-4563	117	24	.	.	PUNCT
cana-4563	118	1	the	the	DET
cana-4563	118	2	tool	tool	NOUN
cana-4563	118	3	has	have	AUX
cana-4563	118	4	been	be	AUX
cana-4563	118	5	well	well	ADV
cana-4563	118	6	-	-	PUNCT
cana-4563	118	7	received	receive	VERB
cana-4563	118	8	and	and	CCONJ
cana-4563	118	9	has	have	AUX
cana-4563	118	10	become	become	VERB
cana-4563	118	11	a	a	DET
cana-4563	118	12	valuable	valuable	ADJ
cana-4563	118	13	resource	resource	NOUN
cana-4563	118	14	for	for	ADP
cana-4563	118	15	english	english	ADJ
cana-4563	118	16	language	language	NOUN
cana-4563	118	17	learners	learner	NOUN
cana-4563	118	18	.	.	PUNCT
cana-4563	119	1	ets	et	NOUN
cana-4563	119	2	e	e	NOUN
cana-4563	119	3	-	-	NOUN
cana-4563	120	1	rater	rater	ADJ
cana-4563	120	2	:	:	PUNCT
cana-4563	120	3	ets	ets	PROPN
cana-4563	120	4	e	e	NOUN
cana-4563	120	5	-	-	NOUN
cana-4563	120	6	rater	rater	NOUN
cana-4563	120	7	is	be	AUX
cana-4563	120	8	an	an	DET
cana-4563	120	9	ai	ai	NOUN
cana-4563	120	10	-	-	PUNCT
cana-4563	120	11	based	base	VERB
cana-4563	120	12	automated	automate	VERB
cana-4563	120	13	scoring	scoring	NOUN
cana-4563	120	14	system	system	NOUN
cana-4563	120	15	developed	develop	VERB
cana-4563	120	16	by	by	ADP
cana-4563	120	17	educational	educational	ADJ
cana-4563	120	18	testing	testing	NOUN
cana-4563	120	19	service	service	NOUN
cana-4563	120	20	(	(	PUNCT
cana-4563	120	21	ets	et	NOUN
cana-4563	120	22	)	)	PUNCT
cana-4563	120	23	.	.	PUNCT
cana-4563	121	1	it	it	PRON
cana-4563	121	2	is	be	AUX
cana-4563	121	3	used	use	VERB
cana-4563	121	4	in	in	ADP
cana-4563	121	5	the	the	DET
cana-4563	121	6	scoring	scoring	NOUN
cana-4563	121	7	of	of	ADP
cana-4563	121	8	the	the	DET
cana-4563	121	9	writing	writing	NOUN
cana-4563	121	10	section	section	NOUN
cana-4563	121	11	of	of	ADP
cana-4563	121	12	the	the	DET
cana-4563	121	13	toefl	toefl	PROPN
cana-4563	121	14	ibt	ibt	PROPN
cana-4563	121	15	(	(	PUNCT
cana-4563	121	16	test	test	NOUN
cana-4563	121	17	of	of	ADP
cana-4563	121	18	english	english	PROPN
cana-4563	121	19	as	as	ADP
cana-4563	121	20	a	a	DET
cana-4563	121	21	foreign	foreign	ADJ
cana-4563	121	22	language	language	NOUN
cana-4563	121	23	)	)	PUNCT
cana-4563	121	24	.	.	PUNCT
cana-4563	122	1	the	the	DET
cana-4563	122	2	system	system	NOUN
cana-4563	122	3	analyzes	analyze	VERB
cana-4563	122	4	the	the	DET
cana-4563	122	5	linguistic	linguistic	ADJ
cana-4563	122	6	features	feature	NOUN
cana-4563	122	7	of	of	ADP
cana-4563	122	8	essays	essay	NOUN
cana-4563	122	9	,	,	PUNCT
cana-4563	122	10	such	such	ADJ
cana-4563	122	11	as	as	ADP
cana-4563	122	12	grammar	grammar	NOUN
cana-4563	122	13	,	,	PUNCT
cana-4563	122	14	vocabulary	vocabulary	NOUN
cana-4563	122	15	,	,	PUNCT
cana-4563	122	16	coherence	coherence	NOUN
cana-4563	122	17	,	,	PUNCT
cana-4563	122	18	and	and	CCONJ
cana-4563	122	19	organization	organization	NOUN
cana-4563	122	20	,	,	PUNCT
cana-4563	122	21	to	to	PART
cana-4563	122	22	provide	provide	VERB
cana-4563	122	23	scores	score	NOUN
cana-4563	122	24	.	.	PUNCT
cana-4563	123	1	e	e	X
cana-4563	123	2	-	-	NOUN
cana-4563	123	3	rater	rater	NOUN
cana-4563	123	4	has	have	AUX
cana-4563	123	5	shown	show	VERB
cana-4563	123	6	a	a	DET
cana-4563	123	7	high	high	ADJ
cana-4563	123	8	correlation	correlation	NOUN
cana-4563	123	9	with	with	ADP
cana-4563	123	10	human	human	ADJ
cana-4563	123	11	raters	rater	NOUN
cana-4563	123	12	'	'	PART
cana-4563	123	13	scores	score	NOUN
cana-4563	123	14	and	and	CCONJ
cana-4563	123	15	has	have	AUX
cana-4563	123	16	been	be	AUX
cana-4563	123	17	successful	successful	ADJ
cana-4563	123	18	in	in	ADP
cana-4563	123	19	providing	provide	VERB
cana-4563	123	20	reliable	reliable	ADJ
cana-4563	123	21	and	and	CCONJ
cana-4563	123	22	efficient	efficient	ADJ
cana-4563	123	23	automated	automate	VERB
cana-4563	123	24	scoring	scoring	NOUN
cana-4563	123	25	for	for	ADP
cana-4563	123	26	largescale	largescale	ADJ
cana-4563	123	27	language	language	NOUN
cana-4563	123	28	proficiency	proficiency	NOUN
cana-4563	123	29	tests	test	NOUN
cana-4563	123	30	.	.	PUNCT
cana-4563	124	1	future	future	ADJ
cana-4563	124	2	directions	direction	NOUN
cana-4563	124	3	and	and	CCONJ
cana-4563	124	4	implications	implication	NOUN
cana-4563	124	5	intelligent	intelligent	ADJ
cana-4563	124	6	virtual	virtual	ADJ
cana-4563	124	7	assistants	assistant	NOUN
cana-4563	124	8	and	and	CCONJ
cana-4563	124	9	chatbots	chatbot	NOUN
cana-4563	124	10	:	:	PUNCT
cana-4563	124	11	intelligent	intelligent	ADJ
cana-4563	124	12	virtual	virtual	ADJ
cana-4563	124	13	assistants	assistant	NOUN
cana-4563	124	14	and	and	CCONJ
cana-4563	124	15	chatbots	chatbot	NOUN
cana-4563	124	16	have	have	VERB
cana-4563	124	17	the	the	DET
cana-4563	124	18	potential	potential	NOUN
cana-4563	124	19	to	to	PART
cana-4563	124	20	play	play	VERB
cana-4563	124	21	a	a	DET
cana-4563	124	22	significant	significant	ADJ
cana-4563	124	23	role	role	NOUN
cana-4563	124	24	in	in	ADP
cana-4563	124	25	ai	ai	ADJ
cana-4563	124	26	-	-	PUNCT
cana-4563	124	27	enabled	enable	VERB
cana-4563	124	28	elt	elt	NOUN
cana-4563	124	29	.	.	PUNCT
cana-4563	125	1	these	these	DET
cana-4563	125	2	systems	system	NOUN
cana-4563	125	3	can	can	AUX
cana-4563	125	4	engage	engage	VERB
cana-4563	125	5	in	in	ADP
cana-4563	125	6	interactive	interactive	ADJ
cana-4563	125	7	conversations	conversation	NOUN
cana-4563	125	8	with	with	ADP
cana-4563	125	9	learners	learner	NOUN
cana-4563	125	10	,	,	PUNCT
cana-4563	125	11	provide	provide	VERB
cana-4563	125	12	language	language	NOUN
cana-4563	125	13	support	support	NOUN
cana-4563	125	14	,	,	PUNCT
cana-4563	125	15	and	and	CCONJ
cana-4563	125	16	offer	offer	VERB
cana-4563	125	17	immediate	immediate	ADJ
cana-4563	125	18	feedback	feedback	NOUN
cana-4563	125	19	.	.	PUNCT
cana-4563	126	1	future	future	ADJ
cana-4563	126	2	advancements	advancement	NOUN
cana-4563	126	3	may	may	AUX
cana-4563	126	4	include	include	VERB
cana-4563	126	5	more	more	ADV
cana-4563	126	6	natural	natural	ADJ
cana-4563	126	7	and	and	CCONJ
cana-4563	126	8	human	human	ADJ
cana-4563	126	9	-	-	PUNCT
cana-4563	126	10	like	like	ADJ
cana-4563	126	11	conversations	conversation	NOUN
cana-4563	126	12	,	,	PUNCT
cana-4563	126	13	enhanced	enhance	VERB
cana-4563	126	14	contextual	contextual	ADJ
cana-4563	126	15	understanding	understanding	NOUN
cana-4563	126	16	,	,	PUNCT
cana-4563	126	17	and	and	CCONJ
cana-4563	126	18	the	the	DET
cana-4563	126	19	ability	ability	NOUN
cana-4563	126	20	to	to	PART
cana-4563	126	21	analyze	analyze	VERB
cana-4563	126	22	learners	learner	NOUN
cana-4563	126	23	'	'	PART
cana-4563	126	24	emotions	emotion	NOUN
cana-4563	126	25	and	and	CCONJ
cana-4563	126	26	tailor	tailor	NOUN
cana-4563	126	27	responses	response	NOUN
cana-4563	126	28	accordingly	accordingly	ADV
cana-4563	126	29	.	.	PUNCT
cana-4563	127	1	augmented	augment	VERB
cana-4563	127	2	and	and	CCONJ
cana-4563	127	3	virtual	virtual	ADJ
cana-4563	127	4	reality	reality	NOUN
cana-4563	127	5	:	:	PUNCT
cana-4563	127	6	augmented	augment	VERB
cana-4563	127	7	and	and	CCONJ
cana-4563	127	8	virtual	virtual	ADJ
cana-4563	127	9	reality	reality	NOUN
cana-4563	127	10	technologies	technology	NOUN
cana-4563	127	11	can	can	AUX
cana-4563	127	12	create	create	VERB
cana-4563	127	13	immersive	immersive	ADJ
cana-4563	127	14	language	language	NOUN
cana-4563	127	15	learning	learn	VERB
cana-4563	127	16	environments	environment	NOUN
cana-4563	127	17	.	.	PUNCT
cana-4563	128	1	learners	learner	NOUN
cana-4563	128	2	can	can	AUX
cana-4563	128	3	interact	interact	VERB
cana-4563	128	4	with	with	ADP
cana-4563	128	5	virtual	virtual	ADJ
cana-4563	128	6	objects	object	NOUN
cana-4563	128	7	,	,	PUNCT
cana-4563	128	8	engage	engage	VERB
cana-4563	128	9	in	in	ADP
cana-4563	128	10	simulated	simulated	ADJ
cana-4563	128	11	real	real	ADJ
cana-4563	128	12	-	-	PUNCT
cana-4563	128	13	life	life	NOUN
cana-4563	128	14	scenarios	scenario	NOUN
cana-4563	128	15	,	,	PUNCT
cana-4563	128	16	and	and	CCONJ
cana-4563	128	17	practice	practice	VERB
cana-4563	128	18	communications	communication	NOUN
cana-4563	128	19	on	on	ADP
cana-4563	128	20	applied	apply	VERB
cana-4563	128	21	nonlinear	nonlinear	ADJ
cana-4563	128	22	analysis	analysis	NOUN
cana-4563	128	23	issn	issn	NOUN
cana-4563	128	24	:	:	PUNCT
cana-4563	128	25	1074	1074	NUM
cana-4563	128	26	-	-	PUNCT
cana-4563	128	27	133x	133x	NUM
cana-4563	128	28	vol	vol	NOUN
cana-4563	128	29	32	32	NUM
cana-4563	129	1	no	no	NOUN
cana-4563	129	2	.	.	PUNCT
cana-4563	130	1	9s	9s	NUM
cana-4563	130	2	(	(	PUNCT
cana-4563	130	3	2025	2025	NUM
cana-4563	130	4	)	)	PUNCT
cana-4563	130	5	2608	2608	NUM
cana-4563	131	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-4563	131	2	language	language	NOUN
cana-4563	131	3	skills	skill	NOUN
cana-4563	131	4	in	in	ADP
cana-4563	131	5	a	a	DET
cana-4563	131	6	contextually	contextually	ADV
cana-4563	131	7	rich	rich	ADJ
cana-4563	131	8	setting	setting	NOUN
cana-4563	131	9	.	.	PUNCT
cana-4563	132	1	future	future	ADJ
cana-4563	132	2	directions	direction	NOUN
cana-4563	132	3	may	may	AUX
cana-4563	132	4	include	include	VERB
cana-4563	132	5	more	more	ADV
cana-4563	132	6	sophisticated	sophisticated	ADJ
cana-4563	132	7	ar	ar	NOUN
cana-4563	132	8	/	/	SYM
cana-4563	132	9	vr	vr	PROPN
cana-4563	132	10	applications	application	NOUN
cana-4563	132	11	with	with	ADP
cana-4563	132	12	realistic	realistic	ADJ
cana-4563	132	13	avatars	avatar	NOUN
cana-4563	132	14	,	,	PUNCT
cana-4563	132	15	haptic	haptic	ADJ
cana-4563	132	16	feedback	feedback	NOUN
cana-4563	132	17	,	,	PUNCT
cana-4563	132	18	and	and	CCONJ
cana-4563	132	19	collaborative	collaborative	ADJ
cana-4563	132	20	virtual	virtual	ADJ
cana-4563	132	21	environments	environment	NOUN
cana-4563	132	22	,	,	PUNCT
cana-4563	132	23	providing	provide	VERB
cana-4563	132	24	learners	learner	NOUN
cana-4563	132	25	with	with	ADP
cana-4563	132	26	highly	highly	ADV
cana-4563	132	27	interactive	interactive	ADJ
cana-4563	132	28	and	and	CCONJ
cana-4563	132	29	engaging	engage	VERB
cana-4563	132	30	language	language	NOUN
cana-4563	132	31	learning	learning	NOUN
cana-4563	132	32	experiences	experience	NOUN
cana-4563	132	33	.	.	PUNCT
cana-4563	133	1	big	big	ADJ
cana-4563	133	2	data	datum	NOUN
cana-4563	133	3	and	and	CCONJ
cana-4563	133	4	learning	learn	VERB
cana-4563	133	5	analytics	analytic	NOUN
cana-4563	133	6	:	:	PUNCT
cana-4563	133	7	the	the	DET
cana-4563	133	8	utilization	utilization	NOUN
cana-4563	133	9	of	of	ADP
cana-4563	133	10	big	big	ADJ
cana-4563	133	11	data	datum	NOUN
cana-4563	133	12	and	and	CCONJ
cana-4563	133	13	learning	learn	VERB
cana-4563	133	14	analytics	analytic	NOUN
cana-4563	133	15	in	in	ADP
cana-4563	133	16	ai	ai	ADJ
cana-4563	133	17	-	-	PUNCT
cana-4563	133	18	enabled	enable	VERB
cana-4563	133	19	elt	elt	NOUN
cana-4563	133	20	holds	hold	VERB
cana-4563	133	21	great	great	ADJ
cana-4563	133	22	potential	potential	NOUN
cana-4563	133	23	.	.	PUNCT
cana-4563	134	1	analyzing	analyze	VERB
cana-4563	134	2	large	large	ADJ
cana-4563	134	3	-	-	PUNCT
cana-4563	134	4	scale	scale	NOUN
cana-4563	134	5	educational	educational	ADJ
cana-4563	134	6	data	datum	NOUN
cana-4563	134	7	can	can	AUX
cana-4563	134	8	provide	provide	VERB
cana-4563	134	9	valuable	valuable	ADJ
cana-4563	134	10	insights	insight	NOUN
cana-4563	134	11	into	into	ADP
cana-4563	134	12	learners	learner	NOUN
cana-4563	134	13	'	'	PART
cana-4563	134	14	progress	progress	NOUN
cana-4563	134	15	,	,	PUNCT
cana-4563	134	16	learning	learn	VERB
cana-4563	134	17	behaviors	behavior	NOUN
cana-4563	134	18	,	,	PUNCT
cana-4563	134	19	and	and	CCONJ
cana-4563	134	20	patterns	pattern	NOUN
cana-4563	134	21	.	.	PUNCT
cana-4563	135	1	this	this	DET
cana-4563	135	2	information	information	NOUN
cana-4563	135	3	can	can	AUX
cana-4563	135	4	help	help	VERB
cana-4563	135	5	develop	develop	VERB
cana-4563	135	6	personalized	personalized	ADJ
cana-4563	135	7	learning	learn	VERB
cana-4563	135	8	pathways	pathway	NOUN
cana-4563	135	9	,	,	PUNCT
cana-4563	135	10	identify	identify	VERB
cana-4563	135	11	effective	effective	ADJ
cana-4563	135	12	teaching	teaching	NOUN
cana-4563	135	13	strategies	strategy	NOUN
cana-4563	135	14	,	,	PUNCT
cana-4563	135	15	and	and	CCONJ
cana-4563	135	16	improve	improve	VERB
cana-4563	135	17	the	the	DET
cana-4563	135	18	design	design	NOUN
cana-4563	135	19	of	of	ADP
cana-4563	135	20	language	language	NOUN
cana-4563	135	21	learning	learn	VERB
cana-4563	135	22	materials	material	NOUN
cana-4563	135	23	.	.	PUNCT
cana-4563	136	1	future	future	ADJ
cana-4563	136	2	directions	direction	NOUN
cana-4563	136	3	may	may	AUX
cana-4563	136	4	include	include	VERB
cana-4563	136	5	advanced	advanced	ADJ
cana-4563	136	6	predictive	predictive	ADJ
cana-4563	136	7	analytics	analytic	NOUN
cana-4563	136	8	,	,	PUNCT
cana-4563	136	9	real	real	ADJ
cana-4563	136	10	-	-	PUNCT
cana-4563	136	11	time	time	NOUN
cana-4563	136	12	monitoring	monitoring	NOUN
cana-4563	136	13	of	of	ADP
cana-4563	136	14	learner	learner	NOUN
cana-4563	136	15	performance	performance	NOUN
cana-4563	136	16	,	,	PUNCT
cana-4563	136	17	and	and	CCONJ
cana-4563	136	18	adaptive	adaptive	ADJ
cana-4563	136	19	interventions	intervention	NOUN
cana-4563	136	20	based	base	VERB
cana-4563	136	21	on	on	ADP
cana-4563	136	22	data	data	NOUN
cana-4563	136	23	-	-	PUNCT
cana-4563	136	24	driven	drive	VERB
cana-4563	136	25	insights	insight	NOUN
cana-4563	136	26	.	.	PUNCT
cana-4563	137	1	ethical	ethical	ADJ
cana-4563	137	2	considerations	consideration	NOUN
cana-4563	137	3	in	in	ADP
cana-4563	137	4	ai	ai	ADJ
cana-4563	137	5	-	-	PUNCT
cana-4563	137	6	enabled	enabled	ADJ
cana-4563	137	7	elt	elt	NOUN
cana-4563	137	8	:	:	PUNCT
cana-4563	137	9	as	as	SCONJ
cana-4563	137	10	ai	ai	INTJ
cana-4563	137	11	continues	continue	VERB
cana-4563	137	12	to	to	PART
cana-4563	137	13	evolve	evolve	VERB
cana-4563	137	14	in	in	ADP
cana-4563	137	15	elt	elt	PROPN
cana-4563	137	16	,	,	PUNCT
cana-4563	137	17	it	it	PRON
cana-4563	137	18	is	be	AUX
cana-4563	137	19	crucial	crucial	ADJ
cana-4563	137	20	to	to	PART
cana-4563	137	21	address	address	VERB
cana-4563	137	22	ethical	ethical	ADJ
cana-4563	137	23	considerations	consideration	NOUN
cana-4563	137	24	.	.	PUNCT
cana-4563	138	1	this	this	PRON
cana-4563	138	2	includes	include	VERB
cana-4563	138	3	ensuring	ensure	VERB
cana-4563	138	4	the	the	DET
cana-4563	138	5	privacy	privacy	NOUN
cana-4563	138	6	and	and	CCONJ
cana-4563	138	7	security	security	NOUN
cana-4563	138	8	of	of	ADP
cana-4563	138	9	learner	learner	NOUN
cana-4563	138	10	data	datum	NOUN
cana-4563	138	11	,	,	PUNCT
cana-4563	138	12	mitigating	mitigate	VERB
cana-4563	138	13	biases	bias	NOUN
cana-4563	138	14	in	in	ADP
cana-4563	138	15	algorithms	algorithm	NOUN
cana-4563	138	16	and	and	CCONJ
cana-4563	138	17	models	model	NOUN
cana-4563	138	18	,	,	PUNCT
cana-4563	138	19	and	and	CCONJ
cana-4563	138	20	promoting	promote	VERB
cana-4563	138	21	transparency	transparency	NOUN
cana-4563	138	22	and	and	CCONJ
cana-4563	138	23	accountability	accountability	NOUN
cana-4563	138	24	in	in	ADP
cana-4563	138	25	ai	ai	PROPN
cana-4563	138	26	systems	system	NOUN
cana-4563	138	27	.	.	PUNCT
cana-4563	139	1	additionally	additionally	ADV
cana-4563	139	2	,	,	PUNCT
cana-4563	139	3	ethical	ethical	ADJ
cana-4563	139	4	considerations	consideration	NOUN
cana-4563	139	5	involve	involve	VERB
cana-4563	139	6	providing	provide	VERB
cana-4563	139	7	equitable	equitable	ADJ
cana-4563	139	8	access	access	NOUN
cana-4563	139	9	to	to	ADP
cana-4563	139	10	ai	ai	VERB
cana-4563	139	11	-	-	PUNCT
cana-4563	139	12	enabled	enable	VERB
cana-4563	139	13	tools	tool	NOUN
cana-4563	139	14	,	,	PUNCT
cana-4563	139	15	considering	consider	VERB
cana-4563	139	16	the	the	DET
cana-4563	139	17	cultural	cultural	ADJ
cana-4563	139	18	and	and	CCONJ
cana-4563	139	19	linguistic	linguistic	ADJ
cana-4563	139	20	diversity	diversity	NOUN
cana-4563	139	21	of	of	ADP
cana-4563	139	22	learners	learner	NOUN
cana-4563	139	23	,	,	PUNCT
cana-4563	139	24	and	and	CCONJ
cana-4563	139	25	maintaining	maintain	VERB
cana-4563	139	26	the	the	DET
cana-4563	139	27	role	role	NOUN
cana-4563	139	28	of	of	ADP
cana-4563	139	29	human	human	ADJ
cana-4563	139	30	teachers	teacher	NOUN
cana-4563	139	31	in	in	ADP
cana-4563	139	32	the	the	DET
cana-4563	139	33	learning	learning	NOUN
cana-4563	139	34	process	process	NOUN
cana-4563	139	35	.	.	PUNCT
cana-4563	140	1	teacher	teacher	NOUN
cana-4563	140	2	professional	professional	ADJ
cana-4563	140	3	development	development	NOUN
cana-4563	140	4	:	:	PUNCT
cana-4563	140	5	teacher	teacher	NOUN
cana-4563	140	6	professional	professional	ADJ
cana-4563	140	7	development	development	NOUN
cana-4563	140	8	is	be	AUX
cana-4563	140	9	essential	essential	ADJ
cana-4563	140	10	to	to	PART
cana-4563	140	11	effectively	effectively	ADV
cana-4563	140	12	integrate	integrate	VERB
cana-4563	140	13	ai	ai	VERB
cana-4563	140	14	into	into	ADP
cana-4563	140	15	elt	elt	PROPN
cana-4563	140	16	.	.	PUNCT
cana-4563	141	1	educators	educator	NOUN
cana-4563	141	2	need	need	VERB
cana-4563	141	3	training	training	NOUN
cana-4563	141	4	and	and	CCONJ
cana-4563	141	5	support	support	NOUN
cana-4563	141	6	to	to	PART
cana-4563	141	7	understand	understand	VERB
cana-4563	141	8	how	how	SCONJ
cana-4563	141	9	to	to	PART
cana-4563	141	10	leverage	leverage	VERB
cana-4563	141	11	ai	ai	AUX
cana-4563	141	12	-	-	PUNCT
cana-4563	141	13	enabled	enable	VERB
cana-4563	141	14	tools	tool	NOUN
cana-4563	141	15	,	,	PUNCT
cana-4563	141	16	interpret	interpret	VERB
cana-4563	141	17	data	datum	NOUN
cana-4563	141	18	insights	insight	NOUN
cana-4563	141	19	,	,	PUNCT
cana-4563	141	20	and	and	CCONJ
cana-4563	141	21	adapt	adapt	VERB
cana-4563	141	22	their	their	PRON
cana-4563	141	23	teaching	teaching	NOUN
cana-4563	141	24	practices	practice	NOUN
cana-4563	141	25	.	.	PUNCT
cana-4563	142	1	future	future	ADJ
cana-4563	142	2	directions	direction	NOUN
cana-4563	142	3	may	may	AUX
cana-4563	142	4	include	include	VERB
cana-4563	142	5	tailored	tailor	VERB
cana-4563	142	6	professional	professional	ADJ
cana-4563	142	7	development	development	NOUN
cana-4563	142	8	programs	program	NOUN
cana-4563	142	9	,	,	PUNCT
cana-4563	142	10	collaborative	collaborative	ADJ
cana-4563	142	11	spaces	space	NOUN
cana-4563	142	12	for	for	ADP
cana-4563	142	13	sharing	share	VERB
cana-4563	142	14	best	good	ADJ
cana-4563	142	15	practices	practice	NOUN
cana-4563	142	16	,	,	PUNCT
cana-4563	142	17	and	and	CCONJ
cana-4563	142	18	ongoing	ongoing	ADJ
cana-4563	142	19	support	support	NOUN
cana-4563	142	20	to	to	PART
cana-4563	142	21	help	help	VERB
cana-4563	142	22	teachers	teacher	NOUN
cana-4563	142	23	navigate	navigate	VERB
cana-4563	142	24	the	the	DET
cana-4563	142	25	integration	integration	NOUN
cana-4563	142	26	of	of	ADP
cana-4563	142	27	ai	ai	VERB
cana-4563	142	28	into	into	ADP
cana-4563	142	29	their	their	PRON
cana-4563	142	30	classrooms	classroom	NOUN
cana-4563	142	31	successfully	successfully	ADV
cana-4563	142	32	.	.	PUNCT
cana-4563	143	1	the	the	DET
cana-4563	143	2	future	future	NOUN
cana-4563	143	3	of	of	ADP
cana-4563	143	4	ai	ai	VERB
cana-4563	143	5	-	-	PUNCT
cana-4563	143	6	enabled	enable	VERB
cana-4563	143	7	elt	elt	NOUN
cana-4563	143	8	holds	hold	VERB
cana-4563	143	9	exciting	exciting	ADJ
cana-4563	143	10	possibilities	possibility	NOUN
cana-4563	143	11	.	.	PUNCT
cana-4563	144	1	intelligent	intelligent	ADJ
cana-4563	144	2	virtual	virtual	ADJ
cana-4563	144	3	assistants	assistant	NOUN
cana-4563	144	4	,	,	PUNCT
cana-4563	144	5	augmented	augment	VERB
cana-4563	144	6	and	and	CCONJ
cana-4563	144	7	virtual	virtual	ADJ
cana-4563	144	8	reality	reality	NOUN
cana-4563	144	9	,	,	PUNCT
cana-4563	144	10	big	big	ADJ
cana-4563	144	11	data	datum	NOUN
cana-4563	144	12	,	,	PUNCT
cana-4563	144	13	and	and	CCONJ
cana-4563	144	14	ethical	ethical	ADJ
cana-4563	144	15	considerations	consideration	NOUN
cana-4563	144	16	will	will	AUX
cana-4563	144	17	shape	shape	VERB
cana-4563	144	18	the	the	DET
cana-4563	144	19	development	development	NOUN
cana-4563	144	20	and	and	CCONJ
cana-4563	144	21	implementation	implementation	NOUN
cana-4563	144	22	of	of	ADP
cana-4563	144	23	ai	ai	NOUN
cana-4563	144	24	in	in	ADP
cana-4563	144	25	language	language	NOUN
cana-4563	144	26	learning	learning	NOUN
cana-4563	144	27	.	.	PUNCT
cana-4563	145	1	additionally	additionally	ADV
cana-4563	145	2	,	,	PUNCT
cana-4563	145	3	supporting	support	VERB
cana-4563	145	4	teacher	teacher	NOUN
cana-4563	145	5	professional	professional	ADJ
cana-4563	145	6	development	development	NOUN
cana-4563	145	7	will	will	AUX
cana-4563	145	8	be	be	AUX
cana-4563	145	9	crucial	crucial	ADJ
cana-4563	145	10	to	to	PART
cana-4563	145	11	maximize	maximize	VERB
cana-4563	145	12	the	the	DET
cana-4563	145	13	benefits	benefit	NOUN
cana-4563	145	14	of	of	ADP
cana-4563	145	15	ai	ai	VERB
cana-4563	145	16	in	in	ADP
cana-4563	145	17	elt	elt	NOUN
cana-4563	145	18	and	and	CCONJ
cana-4563	145	19	ensure	ensure	VERB
cana-4563	145	20	its	its	PRON
cana-4563	145	21	successful	successful	ADJ
cana-4563	145	22	integration	integration	NOUN
cana-4563	145	23	into	into	ADP
cana-4563	145	24	educational	educational	ADJ
cana-4563	145	25	settings	setting	NOUN
cana-4563	145	26	.	.	PUNCT
cana-4563	146	1	conclusions	conclusion	NOUN
cana-4563	146	2	the	the	DET
cana-4563	146	3	integration	integration	NOUN
cana-4563	146	4	of	of	ADP
cana-4563	146	5	artificial	artificial	ADJ
cana-4563	146	6	intelligence	intelligence	NOUN
cana-4563	146	7	(	(	PUNCT
cana-4563	146	8	ai	ai	NOUN
cana-4563	146	9	)	)	PUNCT
cana-4563	146	10	in	in	ADP
cana-4563	146	11	english	english	ADJ
cana-4563	146	12	language	language	NOUN
cana-4563	146	13	teaching	teaching	NOUN
cana-4563	146	14	(	(	PUNCT
cana-4563	146	15	elt	elt	NOUN
cana-4563	146	16	)	)	PUNCT
cana-4563	146	17	has	have	AUX
cana-4563	146	18	brought	bring	VERB
cana-4563	146	19	significant	significant	ADJ
cana-4563	146	20	advancements	advancement	NOUN
cana-4563	146	21	to	to	ADP
cana-4563	146	22	the	the	DET
cana-4563	146	23	field	field	NOUN
cana-4563	146	24	.	.	PUNCT
cana-4563	147	1	ai	ai	VERB
cana-4563	147	2	enables	enable	NOUN
cana-4563	147	3	enhanced	enhanced	ADJ
cana-4563	147	4	individualization	individualization	NOUN
cana-4563	147	5	and	and	CCONJ
cana-4563	147	6	personalization	personalization	NOUN
cana-4563	147	7	,	,	PUNCT
cana-4563	147	8	real	real	ADJ
cana-4563	147	9	-	-	PUNCT
cana-4563	147	10	time	time	NOUN
cana-4563	147	11	feedback	feedback	NOUN
cana-4563	147	12	and	and	CCONJ
cana-4563	147	13	assessment	assessment	NOUN
cana-4563	147	14	,	,	PUNCT
cana-4563	147	15	language	language	NOUN
cana-4563	147	16	skills	skill	NOUN
cana-4563	147	17	development	development	NOUN
cana-4563	147	18	,	,	PUNCT
cana-4563	147	19	increased	increase	VERB
cana-4563	147	20	learner	learner	NOUN
cana-4563	147	21	engagement	engagement	NOUN
cana-4563	147	22	and	and	CCONJ
cana-4563	147	23	motivation	motivation	NOUN
cana-4563	147	24	,	,	PUNCT
cana-4563	147	25	and	and	CCONJ
cana-4563	147	26	improved	improve	VERB
cana-4563	147	27	accessibility	accessibility	NOUN
cana-4563	147	28	and	and	CCONJ
cana-4563	147	29	inclusion	inclusion	NOUN
cana-4563	147	30	.	.	PUNCT
cana-4563	148	1	successful	successful	ADJ
cana-4563	148	2	implementations	implementation	NOUN
cana-4563	148	3	of	of	ADP
cana-4563	148	4	ai	ai	NOUN
cana-4563	148	5	in	in	ADP
cana-4563	148	6	elt	elt	PROPN
cana-4563	148	7	,	,	PUNCT
cana-4563	148	8	such	such	ADJ
cana-4563	148	9	as	as	ADP
cana-4563	148	10	duolingo	duolingo	NOUN
cana-4563	148	11	,	,	PUNCT
cana-4563	148	12	rosetta	rosetta	PROPN
cana-4563	148	13	stone	stone	PROPN
cana-4563	148	14	,	,	PUNCT
cana-4563	148	15	cambridge	cambridge	PROPN
cana-4563	148	16	english	english	PROPN
cana-4563	148	17	write	write	VERB
cana-4563	148	18	&	&	CCONJ
cana-4563	148	19	improve	improve	VERB
cana-4563	148	20	,	,	PUNCT
cana-4563	148	21	and	and	CCONJ
cana-4563	148	22	ets	et	NOUN
cana-4563	148	23	e	e	NOUN
cana-4563	148	24	-	-	NOUN
cana-4563	148	25	rater	rater	NOUN
cana-4563	148	26	,	,	PUNCT
cana-4563	148	27	have	have	AUX
cana-4563	148	28	showcased	showcase	VERB
cana-4563	148	29	the	the	DET
cana-4563	148	30	benefits	benefit	NOUN
cana-4563	148	31	of	of	ADP
cana-4563	148	32	ai	ai	VERB
cana-4563	148	33	in	in	ADP
cana-4563	148	34	supporting	support	VERB
cana-4563	148	35	language	language	NOUN
cana-4563	148	36	learning	learning	NOUN
cana-4563	148	37	and	and	CCONJ
cana-4563	148	38	instruction	instruction	NOUN
cana-4563	148	39	.	.	PUNCT
cana-4563	149	1	elt	elt	NOUN
cana-4563	149	2	professionals	professional	NOUN
cana-4563	149	3	can	can	AUX
cana-4563	149	4	leverage	leverage	VERB
cana-4563	149	5	ai	ai	VERB
cana-4563	149	6	to	to	PART
cana-4563	149	7	enhance	enhance	VERB
cana-4563	149	8	their	their	PRON
cana-4563	149	9	teaching	teaching	NOUN
cana-4563	149	10	practices	practice	NOUN
cana-4563	149	11	and	and	CCONJ
cana-4563	149	12	provide	provide	VERB
cana-4563	149	13	more	more	ADJ
cana-4563	149	14	personalized	personalized	ADJ
cana-4563	149	15	instruction	instruction	NOUN
cana-4563	149	16	.	.	PUNCT
cana-4563	150	1	ai	ai	VERB
cana-4563	150	2	can	can	AUX
cana-4563	150	3	assist	assist	VERB
cana-4563	150	4	in	in	ADP
cana-4563	150	5	identifying	identify	VERB
cana-4563	150	6	learners	learner	NOUN
cana-4563	150	7	'	'	PART
cana-4563	150	8	strengths	strength	NOUN
cana-4563	150	9	and	and	CCONJ
cana-4563	150	10	weaknesses	weakness	NOUN
cana-4563	150	11	,	,	PUNCT
cana-4563	150	12	offering	offer	VERB
cana-4563	150	13	adaptive	adaptive	ADJ
cana-4563	150	14	exercises	exercise	NOUN
cana-4563	150	15	,	,	PUNCT
cana-4563	150	16	providing	provide	VERB
cana-4563	150	17	real	real	ADJ
cana-4563	150	18	-	-	PUNCT
cana-4563	150	19	time	time	NOUN
cana-4563	150	20	feedback	feedback	NOUN
cana-4563	150	21	,	,	PUNCT
cana-4563	150	22	and	and	CCONJ
cana-4563	150	23	automating	automate	VERB
cana-4563	150	24	assessment	assessment	NOUN
cana-4563	150	25	processes	process	NOUN
cana-4563	150	26	.	.	PUNCT
cana-4563	151	1	elt	elt	NOUN
cana-4563	151	2	professionals	professional	NOUN
cana-4563	151	3	should	should	AUX
cana-4563	151	4	embrace	embrace	VERB
cana-4563	151	5	ai	ai	VERB
cana-4563	151	6	as	as	ADP
cana-4563	151	7	a	a	DET
cana-4563	151	8	tool	tool	NOUN
cana-4563	151	9	to	to	PART
cana-4563	151	10	support	support	VERB
cana-4563	151	11	their	their	PRON
cana-4563	151	12	expertise	expertise	NOUN
cana-4563	151	13	,	,	PUNCT
cana-4563	151	14	rather	rather	ADV
cana-4563	151	15	than	than	ADP
cana-4563	151	16	viewing	view	VERB
cana-4563	151	17	it	it	PRON
cana-4563	151	18	as	as	ADP
cana-4563	151	19	a	a	DET
cana-4563	151	20	replacement	replacement	NOUN
cana-4563	151	21	.	.	PUNCT
cana-4563	152	1	it	it	PRON
cana-4563	152	2	is	be	AUX
cana-4563	152	3	communications	communication	NOUN
cana-4563	152	4	on	on	ADP
cana-4563	152	5	applied	apply	VERB
cana-4563	152	6	nonlinear	nonlinear	ADJ
cana-4563	152	7	analysis	analysis	NOUN
cana-4563	152	8	issn	issn	NOUN
cana-4563	152	9	:	:	PUNCT
cana-4563	152	10	1074	1074	NUM
cana-4563	152	11	-	-	PUNCT
cana-4563	152	12	133x	133x	NUM
cana-4563	152	13	vol	vol	NOUN
cana-4563	152	14	32	32	NUM
cana-4563	153	1	no	no	NOUN
cana-4563	153	2	.	.	PUNCT
cana-4563	154	1	9s	9s	NUM
cana-4563	154	2	(	(	PUNCT
cana-4563	154	3	2025	2025	NUM
cana-4563	154	4	)	)	PUNCT
cana-4563	154	5	2609	2609	NUM
cana-4563	154	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4563	155	1	essential	essential	ADJ
cana-4563	155	2	for	for	SCONJ
cana-4563	155	3	educators	educator	NOUN
cana-4563	155	4	to	to	PART
cana-4563	155	5	receive	receive	VERB
cana-4563	155	6	training	training	NOUN
cana-4563	155	7	and	and	CCONJ
cana-4563	155	8	support	support	NOUN
cana-4563	155	9	in	in	ADP
cana-4563	155	10	effectively	effectively	ADV
cana-4563	155	11	integrating	integrate	VERB
cana-4563	155	12	ai	ai	VERB
cana-4563	155	13	into	into	ADP
cana-4563	155	14	their	their	PRON
cana-4563	155	15	teaching	teaching	NOUN
cana-4563	155	16	practices	practice	NOUN
cana-4563	155	17	.	.	PUNCT
cana-4563	156	1	future	future	ADJ
cana-4563	156	2	research	research	NOUN
cana-4563	156	3	in	in	ADP
cana-4563	156	4	ai	ai	ADJ
cana-4563	156	5	-	-	PUNCT
cana-4563	156	6	enabled	enable	VERB
cana-4563	156	7	elt	elt	NOUN
cana-4563	156	8	can	can	AUX
cana-4563	156	9	focus	focus	VERB
cana-4563	156	10	on	on	ADP
cana-4563	156	11	several	several	ADJ
cana-4563	156	12	areas	area	NOUN
cana-4563	156	13	.	.	PUNCT
cana-4563	157	1	firstly	firstly	ADV
cana-4563	157	2	,	,	PUNCT
cana-4563	157	3	exploring	explore	VERB
cana-4563	157	4	the	the	DET
cana-4563	157	5	effectiveness	effectiveness	NOUN
cana-4563	157	6	and	and	CCONJ
cana-4563	157	7	impact	impact	NOUN
cana-4563	157	8	of	of	ADP
cana-4563	157	9	ai	ai	VERB
cana-4563	157	10	in	in	ADP
cana-4563	157	11	different	different	ADJ
cana-4563	157	12	language	language	NOUN
cana-4563	157	13	learning	learn	VERB
cana-4563	157	14	contexts	context	NOUN
cana-4563	157	15	and	and	CCONJ
cana-4563	157	16	learner	learner	NOUN
cana-4563	157	17	populations	population	NOUN
cana-4563	157	18	can	can	AUX
cana-4563	157	19	provide	provide	VERB
cana-4563	157	20	valuable	valuable	ADJ
cana-4563	157	21	insights	insight	NOUN
cana-4563	157	22	.	.	PUNCT
cana-4563	158	1	additionally	additionally	ADV
cana-4563	158	2	,	,	PUNCT
cana-4563	158	3	investigating	investigate	VERB
cana-4563	158	4	the	the	DET
cana-4563	158	5	optimal	optimal	ADJ
cana-4563	158	6	balance	balance	NOUN
cana-4563	158	7	between	between	ADP
cana-4563	158	8	ai	ai	PROPN
cana-4563	158	9	and	and	CCONJ
cana-4563	158	10	human	human	ADJ
cana-4563	158	11	interaction	interaction	NOUN
cana-4563	158	12	in	in	ADP
cana-4563	158	13	language	language	NOUN
cana-4563	158	14	learning	learning	NOUN
cana-4563	158	15	is	be	AUX
cana-4563	158	16	crucial	crucial	ADJ
cana-4563	158	17	to	to	PART
cana-4563	158	18	ensure	ensure	VERB
cana-4563	158	19	a	a	DET
cana-4563	158	20	holistic	holistic	ADJ
cana-4563	158	21	learning	learning	NOUN
cana-4563	158	22	experience	experience	NOUN
cana-4563	158	23	.	.	PUNCT
cana-4563	159	1	further	further	ADJ
cana-4563	159	2	research	research	NOUN
cana-4563	159	3	can	can	AUX
cana-4563	159	4	also	also	ADV
cana-4563	159	5	delve	delve	VERB
cana-4563	159	6	into	into	ADP
cana-4563	159	7	the	the	DET
cana-4563	159	8	ethical	ethical	ADJ
cana-4563	159	9	implications	implication	NOUN
cana-4563	159	10	of	of	ADP
cana-4563	159	11	ai	ai	NOUN
cana-4563	159	12	in	in	ADP
cana-4563	159	13	elt	elt	NOUN
cana-4563	159	14	and	and	CCONJ
cana-4563	159	15	ways	way	NOUN
cana-4563	159	16	to	to	PART
cana-4563	159	17	mitigate	mitigate	VERB
cana-4563	159	18	biases	bias	NOUN
cana-4563	159	19	and	and	CCONJ
cana-4563	159	20	ensure	ensure	VERB
cana-4563	159	21	fair	fair	ADJ
cana-4563	159	22	and	and	CCONJ
cana-4563	159	23	equitable	equitable	ADJ
cana-4563	159	24	access	access	NOUN
cana-4563	159	25	.	.	PUNCT
cana-4563	160	1	finally	finally	ADV
cana-4563	160	2	,	,	PUNCT
cana-4563	160	3	exploring	explore	VERB
cana-4563	160	4	the	the	DET
cana-4563	160	5	long	long	ADJ
cana-4563	160	6	-	-	PUNCT
cana-4563	160	7	term	term	NOUN
cana-4563	160	8	effects	effect	NOUN
cana-4563	160	9	of	of	ADP
cana-4563	160	10	ai	ai	ADJ
cana-4563	160	11	-	-	PUNCT
cana-4563	160	12	enabled	enable	VERB
cana-4563	160	13	language	language	NOUN
cana-4563	160	14	learning	learning	NOUN
cana-4563	160	15	on	on	ADP
cana-4563	160	16	learners	learner	NOUN
cana-4563	160	17	'	'	PART
cana-4563	160	18	language	language	NOUN
cana-4563	160	19	proficiency	proficiency	NOUN
cana-4563	160	20	and	and	CCONJ
cana-4563	160	21	their	their	PRON
cana-4563	160	22	transferability	transferability	NOUN
cana-4563	160	23	to	to	ADP
cana-4563	160	24	real	real	ADJ
cana-4563	160	25	-	-	PUNCT
cana-4563	160	26	world	world	NOUN
cana-4563	160	27	contexts	context	NOUN
cana-4563	160	28	can	can	AUX
cana-4563	160	29	contribute	contribute	VERB
cana-4563	160	30	to	to	ADP
cana-4563	160	31	the	the	DET
cana-4563	160	32	continuous	continuous	ADJ
cana-4563	160	33	improvement	improvement	NOUN
cana-4563	160	34	of	of	ADP
cana-4563	160	35	ai	ai	ADJ
cana-4563	160	36	applications	application	NOUN
cana-4563	160	37	in	in	ADP
cana-4563	160	38	elt	elt	PROPN
cana-4563	160	39	.	.	PUNCT
cana-4563	161	1	in	in	ADP
cana-4563	161	2	conclusion	conclusion	NOUN
cana-4563	161	3	,	,	PUNCT
cana-4563	161	4	ai	ai	INTJ
cana-4563	161	5	has	have	AUX
cana-4563	161	6	revolutionized	revolutionize	VERB
cana-4563	161	7	english	english	ADJ
cana-4563	161	8	language	language	NOUN
cana-4563	161	9	teaching	teaching	NOUN
cana-4563	161	10	by	by	ADP
cana-4563	161	11	offering	offer	VERB
cana-4563	161	12	personalized	personalized	ADJ
cana-4563	161	13	learning	learning	NOUN
cana-4563	161	14	experiences	experience	NOUN
cana-4563	161	15	,	,	PUNCT
cana-4563	161	16	real	real	ADJ
cana-4563	161	17	-	-	PUNCT
cana-4563	161	18	time	time	NOUN
cana-4563	161	19	feedback	feedback	NOUN
cana-4563	161	20	and	and	CCONJ
cana-4563	161	21	assessment	assessment	NOUN
cana-4563	161	22	,	,	PUNCT
cana-4563	161	23	and	and	CCONJ
cana-4563	161	24	increased	increase	VERB
cana-4563	161	25	learner	learner	NOUN
cana-4563	161	26	engagement	engagement	NOUN
cana-4563	161	27	.	.	PUNCT
cana-4563	162	1	elt	elt	NOUN
cana-4563	162	2	professionals	professional	NOUN
cana-4563	162	3	should	should	AUX
cana-4563	162	4	embrace	embrace	VERB
cana-4563	162	5	ai	ai	VERB
cana-4563	162	6	as	as	ADP
cana-4563	162	7	a	a	DET
cana-4563	162	8	powerful	powerful	ADJ
cana-4563	162	9	tool	tool	NOUN
cana-4563	162	10	to	to	PART
cana-4563	162	11	enhance	enhance	VERB
cana-4563	162	12	their	their	PRON
cana-4563	162	13	teaching	teaching	NOUN
cana-4563	162	14	practices	practice	NOUN
cana-4563	162	15	.	.	PUNCT
cana-4563	163	1	by	by	ADP
cana-4563	163	2	conducting	conduct	VERB
cana-4563	163	3	further	further	ADJ
cana-4563	163	4	research	research	NOUN
cana-4563	163	5	,	,	PUNCT
cana-4563	163	6	addressing	address	VERB
cana-4563	163	7	ethical	ethical	ADJ
cana-4563	163	8	considerations	consideration	NOUN
cana-4563	163	9	,	,	PUNCT
cana-4563	163	10	and	and	CCONJ
cana-4563	163	11	providing	provide	VERB
cana-4563	163	12	ongoing	ongoing	ADJ
cana-4563	163	13	professional	professional	ADJ
cana-4563	163	14	development	development	NOUN
cana-4563	163	15	,	,	PUNCT
cana-4563	163	16	the	the	DET
cana-4563	163	17	integration	integration	NOUN
cana-4563	163	18	of	of	ADP
cana-4563	163	19	ai	ai	PROPN
cana-4563	163	20	in	in	ADP
cana-4563	163	21	elt	elt	NOUN
cana-4563	163	22	can	can	AUX
cana-4563	163	23	continue	continue	VERB
cana-4563	163	24	to	to	PART
cana-4563	163	25	evolve	evolve	VERB
cana-4563	163	26	,	,	PUNCT
cana-4563	163	27	leading	lead	VERB
cana-4563	163	28	to	to	ADP
cana-4563	163	29	more	more	ADV
cana-4563	163	30	effective	effective	ADJ
cana-4563	163	31	and	and	CCONJ
cana-4563	163	32	efficient	efficient	ADJ
cana-4563	163	33	language	language	NOUN
cana-4563	163	34	learning	learn	VERB
cana-4563	163	35	experiences	experience	NOUN
cana-4563	163	36	for	for	ADP
cana-4563	163	37	learners	learner	NOUN
cana-4563	163	38	worldwide	worldwide	ADV
cana-4563	163	39	.	.	PUNCT
cana-4563	164	1	references	reference	NOUN
cana-4563	164	2	1	1	NUM
cana-4563	164	3	.	.	PUNCT
cana-4563	165	1	al	al	PROPN
cana-4563	165	2	-	-	PUNCT
cana-4563	165	3	said	say	VERB
cana-4563	165	4	,	,	PUNCT
cana-4563	165	5	o.	o.	PROPN
cana-4563	165	6	,	,	PUNCT
cana-4563	165	7	al	al	PROPN
cana-4563	165	8	-	-	PUNCT
cana-4563	165	9	shuaili	shuaili	NOUN
cana-4563	165	10	,	,	PUNCT
cana-4563	165	11	a.	a.	PROPN
cana-4563	165	12	,	,	PUNCT
cana-4563	165	13	&	&	CCONJ
cana-4563	165	14	al	al	PROPN
cana-4563	165	15	-	-	PUNCT
cana-4563	165	16	khanjari	khanjari	PROPN
cana-4563	165	17	,	,	PUNCT
cana-4563	165	18	z.	z.	PROPN
cana-4563	165	19	(	(	PUNCT
cana-4563	165	20	2020	2020	NUM
cana-4563	165	21	)	)	PUNCT
cana-4563	165	22	.	.	PUNCT
cana-4563	166	1	artificial	artificial	ADJ
cana-4563	166	2	intelligence	intelligence	NOUN
cana-4563	166	3	applications	application	NOUN
cana-4563	166	4	in	in	ADP
cana-4563	166	5	english	english	ADJ
cana-4563	166	6	language	language	NOUN
cana-4563	166	7	learning	learning	NOUN
cana-4563	166	8	and	and	CCONJ
cana-4563	166	9	teaching	teaching	NOUN
cana-4563	166	10	.	.	PUNCT
cana-4563	167	1	international	international	ADJ
cana-4563	167	2	journal	journal	NOUN
cana-4563	167	3	of	of	ADP
cana-4563	167	4	emerging	emerge	VERB
cana-4563	167	5	technologies	technology	NOUN
cana-4563	167	6	in	in	ADP
cana-4563	167	7	learning	learn	VERB
cana-4563	167	8	(	(	PUNCT
cana-4563	167	9	ijet	ijet	NOUN
cana-4563	167	10	)	)	PUNCT
cana-4563	167	11	,	,	PUNCT
cana-4563	167	12	15(12	15(12	NUM
cana-4563	167	13	)	)	PUNCT
cana-4563	167	14	,	,	PUNCT
cana-4563	167	15	132	132	NUM
cana-4563	167	16	-	-	SYM
cana-4563	167	17	146	146	NUM
cana-4563	167	18	.	.	NOUN
cana-4563	168	1	2	2	NUM
cana-4563	168	2	.	.	X
cana-4563	168	3	chen	chen	PROPN
cana-4563	168	4	,	,	PUNCT
cana-4563	168	5	c.m	c.m	PROPN
cana-4563	168	6	.	.	PROPN
cana-4563	168	7	,	,	PUNCT
cana-4563	168	8	wang	wang	PROPN
cana-4563	168	9	,	,	PUNCT
cana-4563	168	10	y.c	y.c	PROPN
cana-4563	168	11	.	.	PROPN
cana-4563	168	12	,	,	PUNCT
cana-4563	168	13	&	&	CCONJ
cana-4563	168	14	chen	chen	PROPN
cana-4563	168	15	,	,	PUNCT
cana-4563	168	16	s.w	s.w	PROPN
cana-4563	168	17	.	.	PROPN
cana-4563	168	18	(	(	PUNCT
cana-4563	168	19	2013	2013	NUM
cana-4563	168	20	)	)	PUNCT
cana-4563	168	21	.	.	PUNCT
cana-4563	169	1	intelligent	intelligent	ADJ
cana-4563	169	2	english	english	ADJ
cana-4563	169	3	listening	listen	VERB
cana-4563	169	4	learning	learning	NOUN
cana-4563	169	5	system	system	NOUN
cana-4563	169	6	with	with	ADP
cana-4563	169	7	novel	novel	ADJ
cana-4563	169	8	gesture	gesture	NOUN
cana-4563	169	9	-	-	PUNCT
cana-4563	169	10	based	base	VERB
cana-4563	169	11	interactive	interactive	ADJ
cana-4563	169	12	mechanism	mechanism	NOUN
cana-4563	169	13	.	.	PUNCT
cana-4563	170	1	journal	journal	NOUN
cana-4563	170	2	of	of	ADP
cana-4563	170	3	educational	educational	ADJ
cana-4563	170	4	technology	technology	NOUN
cana-4563	170	5	&	&	CCONJ
cana-4563	170	6	society	society	NOUN
cana-4563	170	7	,	,	PUNCT
cana-4563	170	8	16	16	NUM
cana-4563	170	9	,	,	PUNCT
cana-4563	170	10	287–301	287–301	NUM
cana-4563	170	11	.	.	PUNCT
cana-4563	171	1	3	3	X
cana-4563	171	2	.	.	X
cana-4563	171	3	demetriadis	demetriadi	NOUN
cana-4563	171	4	,	,	PUNCT
cana-4563	171	5	s.	s.	PROPN
cana-4563	171	6	,	,	PUNCT
cana-4563	171	7	papadopoulos	papadopoulos	PROPN
cana-4563	171	8	,	,	PUNCT
cana-4563	171	9	p.m.	p.m.	NOUN
cana-4563	171	10	,	,	PUNCT
cana-4563	171	11	stamelos	stamelo	NOUN
cana-4563	171	12	,	,	PUNCT
cana-4563	171	13	i.	i.	PROPN
cana-4563	171	14	,	,	PUNCT
cana-4563	171	15	&	&	CCONJ
cana-4563	171	16	fischer	fischer	PROPN
cana-4563	171	17	,	,	PUNCT
cana-4563	171	18	f.	f.	PROPN
cana-4563	171	19	(	(	PUNCT
cana-4563	171	20	2011	2011	NUM
cana-4563	171	21	)	)	PUNCT
cana-4563	171	22	.	.	PUNCT
cana-4563	172	1	students	student	NOUN
cana-4563	172	2	'	'	PART
cana-4563	172	3	emotions	emotion	NOUN
cana-4563	172	4	during	during	ADP
cana-4563	172	5	learning	learn	VERB
cana-4563	172	6	with	with	ADP
cana-4563	172	7	autotutor	autotutor	NOUN
cana-4563	172	8	.	.	PUNCT
cana-4563	173	1	international	international	ADJ
cana-4563	173	2	journal	journal	PROPN
cana-4563	173	3	of	of	ADP
cana-4563	173	4	artificial	artificial	ADJ
cana-4563	173	5	intelligence	intelligence	NOUN
cana-4563	173	6	in	in	ADP
cana-4563	173	7	education	education	NOUN
cana-4563	173	8	,	,	PUNCT
cana-4563	173	9	21(1	21(1	NUM
cana-4563	173	10	-	-	SYM
cana-4563	173	11	2	2	NUM
cana-4563	173	12	)	)	PUNCT
cana-4563	173	13	,	,	PUNCT
cana-4563	173	14	17	17	NUM
cana-4563	173	15	-	-	SYM
cana-4563	173	16	39	39	NUM
cana-4563	173	17	.	.	PUNCT
cana-4563	174	1	4	4	NUM
cana-4563	174	2	.	.	X
cana-4563	174	3	garcía	garcía	ADJ
cana-4563	174	4	-	-	PUNCT
cana-4563	174	5	peñalvo	peñalvo	NOUN
cana-4563	174	6	,	,	PUNCT
cana-4563	174	7	f.	f.	PROPN
cana-4563	174	8	j.	j.	PROPN
cana-4563	174	9	,	,	PUNCT
cana-4563	174	10	&	&	CCONJ
cana-4563	174	11	cruz	cruz	PROPN
cana-4563	174	12	-	-	PUNCT
cana-4563	174	13	benito	benito	PROPN
cana-4563	174	14	,	,	PUNCT
cana-4563	174	15	j.	j.	PROPN
cana-4563	174	16	(	(	PUNCT
cana-4563	174	17	2018	2018	NUM
cana-4563	174	18	)	)	PUNCT
cana-4563	174	19	.	.	PUNCT
cana-4563	175	1	artificial	artificial	ADJ
cana-4563	175	2	intelligence	intelligence	NOUN
cana-4563	175	3	tools	tool	NOUN
cana-4563	175	4	and	and	CCONJ
cana-4563	175	5	techniques	technique	NOUN
cana-4563	175	6	for	for	ADP
cana-4563	175	7	english	english	ADJ
cana-4563	175	8	language	language	NOUN
cana-4563	175	9	teaching	teaching	NOUN
cana-4563	175	10	.	.	PUNCT
cana-4563	176	1	in	in	ADP
cana-4563	176	2	learning	learn	VERB
cana-4563	176	3	technologies	technology	NOUN
cana-4563	176	4	and	and	CCONJ
cana-4563	176	5	globalization	globalization	NOUN
cana-4563	176	6	(	(	PUNCT
cana-4563	176	7	pp	pp	ADJ
cana-4563	176	8	.	.	PUNCT
cana-4563	177	1	1	1	NUM
cana-4563	177	2	-	-	SYM
cana-4563	177	3	24	24	NUM
cana-4563	177	4	)	)	PUNCT
cana-4563	177	5	.	.	PUNCT
cana-4563	178	1	springer	springer	NOUN
cana-4563	178	2	.	.	PUNCT
cana-4563	179	1	5	5	X
cana-4563	179	2	.	.	X
cana-4563	179	3	gong	gong	NOUN
cana-4563	179	4	,	,	PUNCT
cana-4563	179	5	y.	y.	PROPN
cana-4563	179	6	,	,	PUNCT
cana-4563	179	7	&	&	CCONJ
cana-4563	179	8	zhang	zhang	PROPN
cana-4563	179	9	,	,	PUNCT
cana-4563	179	10	y.	y.	PROPN
cana-4563	179	11	(	(	PUNCT
cana-4563	179	12	2020	2020	NUM
cana-4563	179	13	)	)	PUNCT
cana-4563	179	14	.	.	PUNCT
cana-4563	180	1	applications	application	NOUN
cana-4563	180	2	of	of	ADP
cana-4563	180	3	artificial	artificial	ADJ
cana-4563	180	4	intelligence	intelligence	NOUN
cana-4563	180	5	in	in	ADP
cana-4563	180	6	english	english	ADJ
cana-4563	180	7	language	language	NOUN
cana-4563	180	8	teaching	teaching	NOUN
cana-4563	180	9	and	and	CCONJ
cana-4563	180	10	learning	learning	NOUN
cana-4563	180	11	:	:	PUNCT
cana-4563	180	12	a	a	DET
cana-4563	180	13	systematic	systematic	ADJ
cana-4563	180	14	review	review	NOUN
cana-4563	180	15	.	.	PUNCT
cana-4563	181	1	journal	journal	NOUN
cana-4563	181	2	of	of	ADP
cana-4563	181	3	educational	educational	ADJ
cana-4563	181	4	technology	technology	NOUN
cana-4563	181	5	&	&	CCONJ
cana-4563	181	6	society	society	NOUN
cana-4563	181	7	,	,	PUNCT
cana-4563	181	8	23(2	23(2	NOUN
cana-4563	181	9	)	)	PUNCT
cana-4563	181	10	,	,	PUNCT
cana-4563	181	11	1	1	NUM
cana-4563	181	12	-	-	SYM
cana-4563	181	13	14	14	NUM
cana-4563	181	14	.	.	PUNCT
cana-4563	182	1	6	6	NUM
cana-4563	182	2	.	.	X
cana-4563	182	3	huang	huang	PROPN
cana-4563	182	4	,	,	PUNCT
cana-4563	182	5	h.	h.	PROPN
cana-4563	182	6	m.	m.	PROPN
cana-4563	182	7	,	,	PUNCT
cana-4563	182	8	liaw	liaw	PROPN
cana-4563	182	9	,	,	PUNCT
cana-4563	182	10	s.	s.	PROPN
cana-4563	182	11	s.	s.	PROPN
cana-4563	182	12	,	,	PUNCT
cana-4563	182	13	&	&	CCONJ
cana-4563	182	14	lai	lai	PROPN
cana-4563	182	15	,	,	PUNCT
cana-4563	182	16	c.	c.	PROPN
cana-4563	182	17	m.	m.	NOUN
cana-4563	182	18	(	(	PUNCT
cana-4563	182	19	2016	2016	NUM
cana-4563	182	20	)	)	PUNCT
cana-4563	182	21	.	.	PUNCT
cana-4563	183	1	exploring	explore	VERB
cana-4563	183	2	learners	learner	NOUN
cana-4563	183	3	'	'	PART
cana-4563	183	4	attitudes	attitude	NOUN
cana-4563	183	5	toward	toward	ADP
cana-4563	183	6	the	the	DET
cana-4563	183	7	use	use	NOUN
cana-4563	183	8	of	of	ADP
cana-4563	183	9	artificial	artificial	ADJ
cana-4563	183	10	intelligence	intelligence	NOUN
cana-4563	183	11	for	for	ADP
cana-4563	183	12	english	english	PROPN
cana-4563	183	13	learning	learning	NOUN
cana-4563	183	14	.	.	PUNCT
cana-4563	184	1	interactive	interactive	ADJ
cana-4563	184	2	learning	learning	NOUN
cana-4563	184	3	environments	environment	NOUN
cana-4563	184	4	,	,	PUNCT
cana-4563	184	5	24(3	24(3	NUM
cana-4563	184	6	)	)	PUNCT
cana-4563	184	7	,	,	PUNCT
cana-4563	184	8	427443	427443	NUM
cana-4563	184	9	.	.	PUNCT
cana-4563	185	1	7	7	X
cana-4563	185	2	.	.	X
cana-4563	185	3	hwang	hwang	PROPN
cana-4563	185	4	,	,	PUNCT
cana-4563	185	5	g.j	g.j	PROPN
cana-4563	185	6	.	.	PROPN
cana-4563	185	7	,	,	PUNCT
cana-4563	185	8	lai	lai	PROPN
cana-4563	185	9	,	,	PUNCT
cana-4563	185	10	c.l	c.l	PROPN
cana-4563	185	11	.	.	PROPN
cana-4563	185	12	,	,	PUNCT
cana-4563	185	13	wang	wang	PROPN
cana-4563	185	14	,	,	PUNCT
cana-4563	185	15	s.y	s.y	PROPN
cana-4563	185	16	.	.	PROPN
cana-4563	185	17	,	,	PUNCT
cana-4563	185	18	et	et	PROPN
cana-4563	185	19	al	al	PROPN
cana-4563	185	20	.	.	PUNCT
cana-4563	185	21	(	(	PUNCT
cana-4563	185	22	2017	2017	NUM
cana-4563	185	23	)	)	PUNCT
cana-4563	185	24	.	.	PUNCT
cana-4563	186	1	effects	effect	NOUN
cana-4563	186	2	of	of	ADP
cana-4563	186	3	an	an	DET
cana-4563	186	4	artificial	artificial	ADJ
cana-4563	186	5	intelligence	intelligence	NOUN
cana-4563	186	6	-	-	PUNCT
cana-4563	186	7	enabled	enable	VERB
cana-4563	186	8	mobile	mobile	ADJ
cana-4563	186	9	learning	learning	NOUN
cana-4563	186	10	system	system	NOUN
cana-4563	186	11	on	on	ADP
cana-4563	186	12	students	student	NOUN
cana-4563	186	13	'	'	PART
cana-4563	186	14	english	english	PROPN
cana-4563	186	15	vocabulary	vocabulary	NOUN
cana-4563	186	16	learning	learning	NOUN
cana-4563	186	17	.	.	PUNCT
cana-4563	187	1	educational	educational	ADJ
cana-4563	187	2	technology	technology	PROPN
cana-4563	187	3	&	&	CCONJ
cana-4563	187	4	society	society	NOUN
cana-4563	187	5	,	,	PUNCT
cana-4563	187	6	20	20	NUM
cana-4563	187	7	,	,	PUNCT
cana-4563	187	8	186–200	186–200	NUM
cana-4563	187	9	.	.	NOUN
cana-4563	187	10	8	8	NUM
cana-4563	187	11	.	.	PUNCT
cana-4563	188	1	liu	liu	PROPN
cana-4563	188	2	,	,	PUNCT
cana-4563	188	3	x.	x.	NOUN
cana-4563	188	4	,	,	PUNCT
cana-4563	188	5	villasclaras	villasclara	NOUN
cana-4563	188	6	-	-	PUNCT
cana-4563	188	7	fernández	fernández	PROPN
cana-4563	188	8	,	,	PUNCT
cana-4563	188	9	e.	e.	PROPN
cana-4563	188	10	r.	r.	PROPN
cana-4563	188	11	,	,	PUNCT
cana-4563	188	12	lee	lee	PROPN
cana-4563	188	13	,	,	PUNCT
cana-4563	188	14	s.	s.	PROPN
cana-4563	188	15	j.	j.	PROPN
cana-4563	188	16	,	,	PUNCT
cana-4563	188	17	&	&	CCONJ
cana-4563	188	18	pinkwart	pinkwart	PROPN
cana-4563	188	19	,	,	PUNCT
cana-4563	188	20	n.	n.	PROPN
cana-4563	188	21	(	(	PUNCT
cana-4563	188	22	eds	ed	NOUN
cana-4563	188	23	.	.	PUNCT
cana-4563	188	24	)	)	PUNCT
cana-4563	188	25	.	.	PUNCT
cana-4563	189	1	(	(	PUNCT
cana-4563	189	2	2017	2017	NUM
cana-4563	189	3	)	)	PUNCT
cana-4563	189	4	.	.	PUNCT
cana-4563	190	1	artificial	artificial	ADJ
cana-4563	190	2	intelligence	intelligence	NOUN
cana-4563	190	3	in	in	ADP
cana-4563	190	4	education	education	NOUN
cana-4563	190	5	:	:	PUNCT
cana-4563	190	6	18th	18th	ADJ
cana-4563	190	7	international	international	ADJ
cana-4563	190	8	conference	conference	NOUN
cana-4563	190	9	,	,	PUNCT
cana-4563	190	10	aied	aie	VERB
cana-4563	190	11	2017	2017	NUM
cana-4563	190	12	,	,	PUNCT
cana-4563	190	13	wuhan	wuhan	PROPN
cana-4563	190	14	,	,	PUNCT
cana-4563	190	15	china	china	PROPN
cana-4563	190	16	,	,	PUNCT
cana-4563	190	17	june	june	PROPN
cana-4563	190	18	28	28	NUM
cana-4563	190	19	–	–	PUNCT
cana-4563	190	20	july	july	PROPN
cana-4563	190	21	1	1	NUM
cana-4563	190	22	,	,	PUNCT
cana-4563	190	23	2017	2017	NUM
cana-4563	190	24	,	,	PUNCT
cana-4563	190	25	proceedings	proceeding	NOUN
cana-4563	190	26	.	.	PUNCT
cana-4563	191	1	publisher	publisher	NOUN
cana-4563	191	2	.	.	PUNCT