id	sid	tid	token	lemma	pos
bece-1524	1	1	bece	bece	PROPN
bece-1524	1	2	.	.	PUNCT
bece-1524	2	1	newsletter	newsletter	NOUN
bece-1524	2	2	vol.19	vol.19	PROPN
bece-1524	2	3	,	,	PUNCT
bece-1524	2	4	no.2	no.2	PROPN
bece-1524	2	5	,	,	PUNCT
bece-1524	2	6	2025	2025	NUM
bece-1524	2	7	,	,	PUNCT
bece-1524	2	8	bece	bece	PROPN
bece-1524	2	9	1958	1958	NUM
bece-1524	2	10	can	can	AUX
bece-1524	2	11	human	human	ADJ
bece-1524	2	12	-	-	PUNCT
bece-1524	2	13	machine	machine	NOUN
bece-1524	2	14	collaborative	collaborative	ADJ
bece-1524	2	15	learning	learning	NOUN
bece-1524	2	16	based	base	VERB
bece-1524	2	17	on	on	ADP
bece-1524	2	18	generative	generative	ADJ
bece-1524	2	19	artificial	artificial	ADJ
bece-1524	2	20	intelligence	intelligence	NOUN
bece-1524	2	21	improve	improve	VERB
bece-1524	2	22	student	student	NOUN
bece-1524	2	23	learning	learn	VERB
bece-1524	2	24	outcomes	outcome	NOUN
bece-1524	2	25	?	?	PUNCT
bece-1524	3	1	a	a	DET
bece-1524	3	2	meta	meta	ADJ
bece-1524	3	3	-	-	PUNCT
bece-1524	3	4	analysis	analysis	NOUN
bece-1524	3	5	of	of	ADP
bece-1524	3	6	20	20	NUM
bece-1524	3	7	experimental	experimental	ADJ
bece-1524	3	8	and	and	CCONJ
bece-1524	3	9	quasi	quasi	ADJ
bece-1524	3	10	-	-	ADJ
bece-1524	3	11	experimental	experimental	ADJ
bece-1524	3	12	studies	study	NOUN
bece-1524	3	13	by	by	ADP
bece-1524	3	14	he	he	PRON
bece-1524	3	15	,	,	PUNCT
bece-1524	3	16	w.	w.	PROPN
bece-1524	3	17	,	,	PUNCT
bece-1524	3	18	zhao	zhao	PROPN
bece-1524	3	19	,	,	PUNCT
bece-1524	3	20	s.	s.	PROPN
bece-1524	3	21	,	,	PUNCT
bece-1524	3	22	abulaiti	abulaiti	PROPN
bece-1524	3	23	,	,	PUNCT
bece-1524	3	24	w.	w.	PROPN
bece-1524	3	25	,	,	PUNCT
bece-1524	3	26	ta	ta	PROPN
bece-1524	3	27	,	,	PUNCT
bece-1524	3	28	w.	w.	PROPN
bece-1524	3	29	,	,	PUNCT
bece-1524	3	30	&	&	CCONJ
bece-1524	3	31	xu	xu	PROPN
bece-1524	3	32	,	,	PUNCT
bece-1524	3	33	e.	e.	PROPN
bece-1524	3	34	correspondence	correspondence	PROPN
bece-1524	3	35	to	to	ADP
bece-1524	3	36	:	:	PUNCT
bece-1524	3	37	weigang	weigang	PROPN
bece-1524	3	38	ta	ta	PROPN
bece-1524	3	39	,	,	PUNCT
bece-1524	3	40	xinjiang	xinjiang	PROPN
bece-1524	3	41	normal	normal	PROPN
bece-1524	3	42	university	university	PROPN
bece-1524	3	43	,	,	PUNCT
bece-1524	3	44	china	china	PROPN
bece-1524	3	45	,	,	PUNCT
bece-1524	3	46	e	e	NOUN
bece-1524	3	47	-	-	NOUN
bece-1524	3	48	mail	mail	NOUN
bece-1524	3	49	:	:	PUNCT
bece-1524	4	1	taweigang@126.com	taweigang@126.com	PROPN
bece-1524	4	2	s	s	VERB
bece-1524	4	3	a	a	DET
bece-1524	4	4	result	result	NOUN
bece-1524	4	5	of	of	ADP
bece-1524	4	6	the	the	DET
bece-1524	4	7	application	application	NOUN
bece-1524	4	8	of	of	ADP
bece-1524	4	9	artificial	artificial	ADJ
bece-1524	4	10	intelligence	intelligence	NOUN
bece-1524	4	11	(	(	PUNCT
bece-1524	4	12	ai	ai	NOUN
bece-1524	4	13	)	)	PUNCT
bece-1524	4	14	in	in	ADP
bece-1524	4	15	education	education	NOUN
bece-1524	4	16	,	,	PUNCT
bece-1524	4	17	human	human	NOUN
bece-1524	4	18	-	-	PUNCT
bece-1524	4	19	machine	machine	NOUN
bece-1524	4	20	collaborative	collaborative	ADJ
bece-1524	4	21	learning	learning	NOUN
bece-1524	4	22	emerged	emerge	VERB
bece-1524	4	23	as	as	ADP
bece-1524	4	24	a	a	DET
bece-1524	4	25	novel	novel	ADJ
bece-1524	4	26	learning	learn	VERB
bece-1524	4	27	modality	modality	NOUN
bece-1524	4	28	,	,	PUNCT
bece-1524	4	29	attracting	attract	VERB
bece-1524	4	30	much	much	ADJ
bece-1524	4	31	attention	attention	NOUN
bece-1524	4	32	in	in	ADP
bece-1524	4	33	academia	academia	NOUN
bece-1524	4	34	.	.	PUNCT
bece-1524	5	1	the	the	DET
bece-1524	5	2	advent	advent	NOUN
bece-1524	5	3	of	of	ADP
bece-1524	5	4	generative	generative	ADJ
bece-1524	5	5	ai	ai	NOUN
bece-1524	5	6	(	(	PUNCT
bece-1524	5	7	gen	gen	PROPN
bece-1524	5	8	ai	ai	AUX
bece-1524	5	9	)	)	PUNCT
bece-1524	5	10	gave	give	VERB
bece-1524	5	11	new	new	ADJ
bece-1524	5	12	impetus	impetus	NOUN
bece-1524	5	13	to	to	ADP
bece-1524	5	14	this	this	DET
bece-1524	5	15	modality	modality	NOUN
bece-1524	5	16	.	.	PUNCT
bece-1524	6	1	nevertheless	nevertheless	ADV
bece-1524	6	2	,	,	PUNCT
bece-1524	6	3	there	there	PRON
bece-1524	6	4	are	be	VERB
bece-1524	6	5	debates	debate	NOUN
bece-1524	6	6	on	on	ADP
bece-1524	6	7	the	the	DET
bece-1524	6	8	effectiveness	effectiveness	NOUN
bece-1524	6	9	of	of	ADP
bece-1524	6	10	gen	gen	PROPN
bece-1524	6	11	ai	ai	NOUN
bece-1524	6	12	-	-	PUNCT
bece-1524	6	13	based	base	VERB
bece-1524	6	14	human	human	ADJ
bece-1524	6	15	-	-	PUNCT
bece-1524	6	16	machine	machine	NOUN
bece-1524	6	17	collaborative	collaborative	ADJ
bece-1524	6	18	learning	learning	NOUN
bece-1524	6	19	.	.	PUNCT
bece-1524	7	1	this	this	DET
bece-1524	7	2	article	article	NOUN
bece-1524	7	3	synthesizes	synthesize	VERB
bece-1524	7	4	the	the	DET
bece-1524	7	5	findings	finding	NOUN
bece-1524	7	6	of	of	ADP
bece-1524	7	7	20	20	NUM
bece-1524	7	8	experimental	experimental	ADJ
bece-1524	7	9	and	and	CCONJ
bece-1524	7	10	quasiexperimental	quasiexperimental	ADJ
bece-1524	7	11	studies	study	NOUN
bece-1524	7	12	,	,	PUNCT
bece-1524	7	13	using	use	VERB
bece-1524	7	14	the	the	DET
bece-1524	7	15	meta	meta	ADJ
bece-1524	7	16	-	-	ADJ
bece-1524	7	17	analytical	analytical	ADJ
bece-1524	7	18	techniques	technique	NOUN
bece-1524	7	19	,	,	PUNCT
bece-1524	7	20	and	and	CCONJ
bece-1524	7	21	examines	examine	VERB
bece-1524	7	22	the	the	DET
bece-1524	7	23	impact	impact	NOUN
bece-1524	7	24	of	of	ADP
bece-1524	7	25	moderating	moderating	NOUN
bece-1524	7	26	variables	variable	NOUN
bece-1524	7	27	,	,	PUNCT
bece-1524	7	28	such	such	ADJ
bece-1524	7	29	as	as	ADP
bece-1524	7	30	the	the	DET
bece-1524	7	31	disciplinary	disciplinary	ADJ
bece-1524	7	32	domain	domain	NOUN
bece-1524	7	33	,	,	PUNCT
bece-1524	7	34	type	type	NOUN
bece-1524	7	35	of	of	ADP
bece-1524	7	36	knowledge	knowledge	NOUN
bece-1524	7	37	,	,	PUNCT
bece-1524	7	38	duration	duration	NOUN
bece-1524	7	39	of	of	ADP
bece-1524	7	40	intervention	intervention	NOUN
bece-1524	7	41	,	,	PUNCT
bece-1524	7	42	on	on	ADP
bece-1524	7	43	the	the	DET
bece-1524	7	44	outcomes	outcome	NOUN
bece-1524	7	45	of	of	ADP
bece-1524	7	46	gen	gen	PROPN
bece-1524	7	47	ai	ai	NOUN
bece-1524	7	48	-	-	PUNCT
bece-1524	7	49	based	base	VERB
bece-1524	7	50	human	human	ADJ
bece-1524	7	51	-	-	PUNCT
bece-1524	7	52	machine	machine	NOUN
bece-1524	7	53	collaborative	collaborative	ADJ
bece-1524	7	54	learning	learning	NOUN
bece-1524	7	55	.	.	PUNCT
bece-1524	8	1	research	research	NOUN
bece-1524	8	2	findings	finding	NOUN
bece-1524	8	3	:	:	PUNCT
bece-1524	8	4			PRON
bece-1524	8	5	compared	compare	VERB
bece-1524	8	6	with	with	ADP
bece-1524	8	7	traditional	traditional	ADJ
bece-1524	8	8	learning	learning	NOUN
bece-1524	8	9	methods	method	NOUN
bece-1524	8	10	,	,	PUNCT
bece-1524	8	11	gen	gen	PROPN
bece-1524	8	12	ai	ai	NOUN
bece-1524	8	13	-	-	PUNCT
bece-1524	8	14	based	base	VERB
bece-1524	8	15	humanmachine	humanmachine	ADJ
bece-1524	8	16	collaborative	collaborative	ADJ
bece-1524	8	17	learning	learning	NOUN
bece-1524	8	18	is	be	AUX
bece-1524	8	19	more	more	ADV
bece-1524	8	20	effective	effective	ADJ
bece-1524	8	21	in	in	ADP
bece-1524	8	22	enhancing	enhance	VERB
bece-1524	8	23	student	student	NOUN
bece-1524	8	24	outcomes	outcome	NOUN
bece-1524	8	25	.	.	PUNCT
bece-1524	9	1	specifically	specifically	ADV
bece-1524	9	2	,	,	PUNCT
bece-1524	9	3	gen	gen	PROPN
bece-1524	9	4	ai	ai	VERB
bece-1524	9	5	’s	’s	PART
bece-1524	9	6	potent	potent	ADJ
bece-1524	9	7	capability	capability	NOUN
bece-1524	9	8	of	of	ADP
bece-1524	9	9	generating	generating	NOUN
bece-1524	9	10	content	content	NOUN
bece-1524	9	11	,	,	PUNCT
bece-1524	9	12	translating	translate	VERB
bece-1524	9	13	language	language	NOUN
bece-1524	9	14	,	,	PUNCT
bece-1524	9	15	understanding	understand	VERB
bece-1524	9	16	contexts	contexts	NOUN
bece-1524	9	17	,	,	PUNCT
bece-1524	9	18	and	and	CCONJ
bece-1524	9	19	replicating	replicate	VERB
bece-1524	9	20	scenarios	scenario	NOUN
bece-1524	9	21	,	,	PUNCT
bece-1524	9	22	as	as	ADV
bece-1524	9	23	well	well	ADV
bece-1524	9	24	as	as	ADP
bece-1524	9	25	providing	provide	VERB
bece-1524	9	26	instant	instant	ADJ
bece-1524	9	27	feedback	feedback	NOUN
bece-1524	9	28	in	in	ADP
bece-1524	9	29	customized	customized	ADJ
bece-1524	9	30	interaction	interaction	NOUN
bece-1524	9	31	,	,	PUNCT
bece-1524	9	32	can	can	AUX
bece-1524	9	33	help	help	VERB
bece-1524	9	34	serve	serve	VERB
bece-1524	9	35	the	the	DET
bece-1524	9	36	different	different	ADJ
bece-1524	9	37	needs	need	NOUN
bece-1524	9	38	of	of	ADP
bece-1524	9	39	various	various	ADJ
bece-1524	9	40	learners	learner	NOUN
bece-1524	9	41	and	and	CCONJ
bece-1524	9	42	alleviate	alleviate	VERB
bece-1524	9	43	their	their	PRON
bece-1524	9	44	cognitive	cognitive	ADJ
bece-1524	9	45	anxiety	anxiety	NOUN
bece-1524	9	46	.	.	PUNCT
bece-1524	10	1	also	also	ADV
bece-1524	10	2	,	,	PUNCT
bece-1524	10	3	gen	gen	PROPN
bece-1524	10	4	ai	ai	INTJ
bece-1524	10	5	has	have	VERB
bece-1524	10	6	the	the	DET
bece-1524	10	7	potential	potential	NOUN
bece-1524	10	8	to	to	PART
bece-1524	10	9	assist	assist	VERB
bece-1524	10	10	learners	learner	NOUN
bece-1524	10	11	in	in	ADP
bece-1524	10	12	enacting	enact	VERB
bece-1524	10	13	brainstorming	brainstorming	NOUN
bece-1524	10	14	-	-	PUNCT
bece-1524	10	15	based	base	VERB
bece-1524	10	16	,	,	PUNCT
bece-1524	10	17	human	human	ADJ
bece-1524	10	18	-	-	PUNCT
bece-1524	10	19	machine	machine	NOUN
bece-1524	10	20	collaborative	collaborative	ADJ
bece-1524	10	21	knowledge	knowledge	NOUN
bece-1524	10	22	generation	generation	NOUN
bece-1524	10	23	by	by	ADP
bece-1524	10	24	providing	provide	VERB
bece-1524	10	25	simulated	simulated	ADJ
bece-1524	10	26	scenarios	scenario	NOUN
bece-1524	10	27	.	.	PUNCT
bece-1524	11	1			X
bece-1524	11	2	the	the	DET
bece-1524	11	3	analysis	analysis	NOUN
bece-1524	11	4	of	of	ADP
bece-1524	11	5	moderating	moderate	VERB
bece-1524	11	6	variables	variable	NOUN
bece-1524	11	7	reveals	reveal	VERB
bece-1524	11	8	that	that	SCONJ
bece-1524	11	9	gen	gen	PROPN
bece-1524	11	10	ai	ai	NOUN
bece-1524	11	11	-	-	PUNCT
bece-1524	11	12	based	base	VERB
bece-1524	11	13	humanmachine	humanmachine	ADJ
bece-1524	11	14	collaborative	collaborative	ADJ
bece-1524	11	15	learning	learning	NOUN
bece-1524	11	16	is	be	AUX
bece-1524	11	17	exceptionally	exceptionally	ADV
bece-1524	11	18	effective	effective	ADJ
bece-1524	11	19	in	in	ADP
bece-1524	11	20	the	the	DET
bece-1524	11	21	study	study	NOUN
bece-1524	11	22	of	of	ADP
bece-1524	11	23	procedural	procedural	ADJ
bece-1524	11	24	knowledge	knowledge	NOUN
bece-1524	11	25	in	in	ADP
bece-1524	11	26	the	the	DET
bece-1524	11	27	domain	domain	NOUN
bece-1524	11	28	of	of	ADP
bece-1524	11	29	social	social	ADJ
bece-1524	11	30	sciences	science	NOUN
bece-1524	11	31	;	;	PUNCT
bece-1524	11	32	that	that	SCONJ
bece-1524	11	33	its	its	PRON
bece-1524	11	34	effects	effect	NOUN
bece-1524	11	35	are	be	AUX
bece-1524	11	36	less	less	ADV
bece-1524	11	37	significant	significant	ADJ
bece-1524	11	38	in	in	ADP
bece-1524	11	39	experiments	experiment	NOUN
bece-1524	11	40	with	with	ADP
bece-1524	11	41	enduring	endure	VERB
bece-1524	11	42	durations	duration	NOUN
bece-1524	11	43	of	of	ADP
bece-1524	11	44	intervention	intervention	NOUN
bece-1524	11	45	;	;	PUNCT
bece-1524	11	46	that	that	SCONJ
bece-1524	11	47	practices	practice	NOUN
bece-1524	11	48	like	like	ADP
bece-1524	11	49	group	group	NOUN
bece-1524	11	50	learning	learning	NOUN
bece-1524	11	51	,	,	PUNCT
bece-1524	11	52	defining	define	VERB
bece-1524	11	53	al	al	PROPN
bece-1524	11	54	’s	’s	PART
bece-1524	11	55	roles	role	NOUN
bece-1524	11	56	in	in	ADP
bece-1524	11	57	humanmachine	humanmachine	ADJ
bece-1524	11	58	interaction	interaction	NOUN
bece-1524	11	59	,	,	PUNCT
bece-1524	11	60	and	and	CCONJ
bece-1524	11	61	adopting	adopt	VERB
bece-1524	11	62	the	the	DET
bece-1524	11	63	flipped	flip	VERB
bece-1524	11	64	classroom	classroom	NOUN
bece-1524	11	65	have	have	VERB
bece-1524	11	66	significantly	significantly	ADV
bece-1524	11	67	positive	positive	ADJ
bece-1524	11	68	impacts	impact	NOUN
bece-1524	11	69	on	on	ADP
bece-1524	11	70	the	the	DET
bece-1524	11	71	modality	modality	NOUN
bece-1524	11	72	’s	’s	PART
bece-1524	11	73	outcomes	outcome	NOUN
bece-1524	11	74	;	;	PUNCT
bece-1524	11	75	and	and	CCONJ
bece-1524	11	76	that	that	SCONJ
bece-1524	11	77	there	there	PRON
bece-1524	11	78	are	be	VERB
bece-1524	11	79	no	no	DET
bece-1524	11	80	significant	significant	ADJ
bece-1524	11	81	inter	inter	ADJ
bece-1524	11	82	-	-	NOUN
bece-1524	11	83	group	group	ADJ
bece-1524	11	84	differences	difference	NOUN
bece-1524	11	85	in	in	ADP
bece-1524	11	86	the	the	DET
bece-1524	11	87	disciplinary	disciplinary	ADJ
bece-1524	11	88	domain	domain	NOUN
bece-1524	11	89	,	,	PUNCT
bece-1524	11	90	type	type	NOUN
bece-1524	11	91	of	of	ADP
bece-1524	11	92	knowledge	knowledge	NOUN
bece-1524	11	93	,	,	PUNCT
bece-1524	11	94	and	and	CCONJ
bece-1524	11	95	learning	learning	NOUN
bece-1524	11	96	pattern	pattern	NOUN
bece-1524	11	97	.	.	PUNCT
bece-1524	12	1	a	a	DET
bece-1524	12	2	mailto:taweigang@126.com	mailto:taweigang@126.com	PROPN
bece-1524	12	3	vol.19	vol.19	NOUN
bece-1524	12	4	,	,	PUNCT
bece-1524	12	5	no.2	no.2	PROPN
bece-1524	12	6	,	,	PUNCT
bece-1524	12	7	2025	2025	NUM
bece-1524	12	8	,	,	PUNCT
bece-1524	12	9	bece	bece	PROPN
bece-1524	12	10	1959	1959	NUM
bece-1524	12	11	this	this	DET
bece-1524	12	12	study	study	NOUN
bece-1524	12	13	demonstrates	demonstrate	VERB
bece-1524	12	14	the	the	DET
bece-1524	12	15	positive	positive	ADJ
bece-1524	12	16	effects	effect	NOUN
bece-1524	12	17	of	of	ADP
bece-1524	12	18	gen	gen	PROPN
bece-1524	12	19	ai	ai	NOUN
bece-1524	12	20	-	-	PUNCT
bece-1524	12	21	based	base	VERB
bece-1524	12	22	humanmachine	humanmachine	ADJ
bece-1524	12	23	collaborative	collaborative	ADJ
bece-1524	12	24	learning	learning	NOUN
bece-1524	12	25	on	on	ADP
bece-1524	12	26	student	student	NOUN
bece-1524	12	27	outcomes	outcome	NOUN
bece-1524	12	28	,	,	PUNCT
bece-1524	12	29	providing	provide	VERB
bece-1524	12	30	implications	implication	NOUN
bece-1524	12	31	for	for	ADP
bece-1524	12	32	the	the	DET
bece-1524	12	33	development	development	NOUN
bece-1524	12	34	of	of	ADP
bece-1524	12	35	pathways	pathway	NOUN
bece-1524	12	36	for	for	ADP
bece-1524	12	37	implementing	implement	VERB
bece-1524	12	38	this	this	DET
bece-1524	12	39	modality	modality	NOUN
bece-1524	12	40	.	.	PUNCT
bece-1524	13	1	future	future	ADJ
bece-1524	13	2	researchers	researcher	NOUN
bece-1524	13	3	need	need	VERB
bece-1524	13	4	to	to	PART
bece-1524	13	5	pay	pay	VERB
bece-1524	13	6	more	more	ADJ
bece-1524	13	7	attention	attention	NOUN
bece-1524	13	8	to	to	ADP
bece-1524	13	9	improving	improve	VERB
bece-1524	13	10	the	the	DET
bece-1524	13	11	pertinence	pertinence	NOUN
bece-1524	13	12	of	of	ADP
bece-1524	13	13	the	the	DET
bece-1524	13	14	modality	modality	NOUN
bece-1524	13	15	’s	’s	PART
bece-1524	13	16	design	design	NOUN
bece-1524	13	17	,	,	PUNCT
bece-1524	13	18	increasing	increase	VERB
bece-1524	13	19	the	the	DET
bece-1524	13	20	weight	weight	NOUN
bece-1524	13	21	of	of	ADP
bece-1524	13	22	communal	communal	ADJ
bece-1524	13	23	learning	learning	NOUN
bece-1524	13	24	,	,	PUNCT
bece-1524	13	25	and	and	CCONJ
bece-1524	13	26	enhancing	enhance	VERB
bece-1524	13	27	the	the	DET
bece-1524	13	28	precision	precision	NOUN
bece-1524	13	29	of	of	ADP
bece-1524	13	30	al	al	PROPN
bece-1524	13	31	’s	’s	PART
bece-1524	13	32	roles	role	NOUN
bece-1524	13	33	.	.	PUNCT
bece-1524	14	1	source	source	NOUN
bece-1524	14	2	:	:	PUNCT
bece-1524	14	3	open	open	ADJ
bece-1524	14	4	education	education	NOUN
bece-1524	14	5	research	research	NOUN
bece-1524	14	6	,	,	PUNCT
bece-1524	14	7	2024	2024	NUM
bece-1524	14	8	;	;	PUNCT
bece-1524	14	9	30(05):101	30(05):101	NUM
bece-1524	14	10	-	-	SYM
bece-1524	14	11	111	111	NUM
bece-1524	14	12	.	.	PUNCT