id	sid	tid	token	lemma	pos
n296ww74p1r	1	1	response	response	NOUN
n296ww74p1r	1	2	times	times	PROPN
n296ww74p1r	1	3	(	(	PUNCT
n296ww74p1r	1	4	rts	rts	PROPN
n296ww74p1r	1	5	)	)	PUNCT
n296ww74p1r	1	6	on	on	ADP
n296ww74p1r	1	7	test	test	NOUN
n296ww74p1r	1	8	items	item	NOUN
n296ww74p1r	1	9	are	be	AUX
n296ww74p1r	1	10	a	a	DET
n296ww74p1r	1	11	valuable	valuable	ADJ
n296ww74p1r	1	12	source	source	NOUN
n296ww74p1r	1	13	of	of	ADP
n296ww74p1r	1	14	information	information	NOUN
n296ww74p1r	1	15	concerning	concern	VERB
n296ww74p1r	1	16	examinees	examinee	NOUN
n296ww74p1r	1	17	and	and	CCONJ
n296ww74p1r	1	18	the	the	DET
n296ww74p1r	1	19	items	item	NOUN
n296ww74p1r	1	20	themselves	themselves	PRON
n296ww74p1r	1	21	.	.	PUNCT
n296ww74p1r	2	1	as	as	ADP
n296ww74p1r	2	2	such	such	ADJ
n296ww74p1r	2	3	,	,	PUNCT
n296ww74p1r	2	4	they	they	PRON
n296ww74p1r	2	5	have	have	VERB
n296ww74p1r	2	6	the	the	DET
n296ww74p1r	2	7	potential	potential	NOUN
n296ww74p1r	2	8	to	to	PART
n296ww74p1r	2	9	improve	improve	VERB
n296ww74p1r	2	10	a	a	DET
n296ww74p1r	2	11	wide	wide	ADJ
n296ww74p1r	2	12	variety	variety	NOUN
n296ww74p1r	2	13	of	of	ADP
n296ww74p1r	2	14	measurement	measurement	NOUN
n296ww74p1r	2	15	activities	activity	NOUN
n296ww74p1r	2	16	.	.	PUNCT
n296ww74p1r	3	1	however	however	ADV
n296ww74p1r	3	2	,	,	PUNCT
n296ww74p1r	3	3	researchers	researcher	NOUN
n296ww74p1r	3	4	have	have	AUX
n296ww74p1r	3	5	found	find	VERB
n296ww74p1r	3	6	that	that	SCONJ
n296ww74p1r	3	7	empirical	empirical	ADJ
n296ww74p1r	3	8	rt	rt	NOUN
n296ww74p1r	3	9	distributions	distribution	NOUN
n296ww74p1r	3	10	can	can	AUX
n296ww74p1r	3	11	exhibit	exhibit	VERB
n296ww74p1r	3	12	a	a	DET
n296ww74p1r	3	13	variety	variety	NOUN
n296ww74p1r	3	14	of	of	ADP
n296ww74p1r	3	15	shapes	shape	NOUN
n296ww74p1r	3	16	among	among	ADP
n296ww74p1r	3	17	the	the	DET
n296ww74p1r	3	18	items	item	NOUN
n296ww74p1r	3	19	within	within	ADP
n296ww74p1r	3	20	a	a	DET
n296ww74p1r	3	21	single	single	ADJ
n296ww74p1r	3	22	test	test	NOUN
n296ww74p1r	3	23	.	.	PUNCT
n296ww74p1r	4	1	though	though	SCONJ
n296ww74p1r	4	2	a	a	DET
n296ww74p1r	4	3	number	number	NOUN
n296ww74p1r	4	4	of	of	ADP
n296ww74p1r	4	5	semiparametric	semiparametric	NOUN
n296ww74p1r	4	6	and	and	CCONJ
n296ww74p1r	4	7	'	'	PUNCT
n296ww74p1r	4	8	flexible	flexible	ADJ
n296ww74p1r	4	9	'	'	PUNCT
n296ww74p1r	4	10	parametric	parametric	NOUN
n296ww74p1r	4	11	models	model	NOUN
n296ww74p1r	4	12	are	be	AUX
n296ww74p1r	4	13	available	available	ADJ
n296ww74p1r	4	14	,	,	PUNCT
n296ww74p1r	4	15	no	no	DET
n296ww74p1r	4	16	single	single	ADJ
n296ww74p1r	4	17	model	model	NOUN
n296ww74p1r	4	18	can	can	AUX
n296ww74p1r	4	19	accommodate	accommodate	VERB
n296ww74p1r	4	20	all	all	DET
n296ww74p1r	4	21	plausible	plausible	ADJ
n296ww74p1r	4	22	shapes	shape	NOUN
n296ww74p1r	4	23	of	of	ADP
n296ww74p1r	4	24	empirical	empirical	ADJ
n296ww74p1r	4	25	rt	rt	NOUN
n296ww74p1r	4	26	distributions	distribution	NOUN
n296ww74p1r	4	27	.	.	PUNCT
n296ww74p1r	5	1	thus	thus	ADV
n296ww74p1r	5	2	the	the	DET
n296ww74p1r	5	3	goal	goal	NOUN
n296ww74p1r	5	4	of	of	ADP
n296ww74p1r	5	5	this	this	DET
n296ww74p1r	5	6	research	research	NOUN
n296ww74p1r	5	7	was	be	AUX
n296ww74p1r	5	8	to	to	PART
n296ww74p1r	5	9	study	study	VERB
n296ww74p1r	5	10	a	a	DET
n296ww74p1r	5	11	few	few	ADJ
n296ww74p1r	5	12	of	of	ADP
n296ww74p1r	5	13	the	the	DET
n296ww74p1r	5	14	potential	potential	ADJ
n296ww74p1r	5	15	consequences	consequence	NOUN
n296ww74p1r	5	16	of	of	ADP
n296ww74p1r	5	17	rt	rt	NOUN
n296ww74p1r	5	18	model	model	NOUN
n296ww74p1r	5	19	misspecification	misspecification	NOUN
n296ww74p1r	5	20	in	in	ADP
n296ww74p1r	5	21	educational	educational	ADJ
n296ww74p1r	5	22	measurement	measurement	NOUN
n296ww74p1r	5	23	.	.	PUNCT
n296ww74p1r	6	1	in	in	ADP
n296ww74p1r	6	2	particular	particular	ADJ
n296ww74p1r	6	3	,	,	PUNCT
n296ww74p1r	6	4	two	two	NUM
n296ww74p1r	6	5	promising	promising	ADJ
n296ww74p1r	6	6	applications	application	NOUN
n296ww74p1r	6	7	of	of	ADP
n296ww74p1r	6	8	rt	rt	PROPN
n296ww74p1r	6	9	models	model	NOUN
n296ww74p1r	6	10	were	be	AUX
n296ww74p1r	6	11	of	of	ADP
n296ww74p1r	6	12	interest	interest	NOUN
n296ww74p1r	6	13	:	:	PUNCT
n296ww74p1r	6	14	examinee	examinee	VERB
n296ww74p1r	6	15	ability	ability	NOUN
n296ww74p1r	6	16	estimation	estimation	NOUN
n296ww74p1r	6	17	and	and	CCONJ
n296ww74p1r	6	18	item	item	NOUN
n296ww74p1r	6	19	selection	selection	NOUN
n296ww74p1r	6	20	in	in	ADP
n296ww74p1r	6	21	computerized	computerized	ADJ
n296ww74p1r	6	22	adaptive	adaptive	ADJ
n296ww74p1r	6	23	testing	testing	NOUN
n296ww74p1r	6	24	(	(	PUNCT
n296ww74p1r	6	25	cat	cat	NOUN
n296ww74p1r	6	26	)	)	PUNCT
n296ww74p1r	6	27	.	.	PUNCT
n296ww74p1r	7	1	first	first	ADV
n296ww74p1r	7	2	,	,	PUNCT
n296ww74p1r	7	3	by	by	ADP
n296ww74p1r	7	4	jointly	jointly	ADV
n296ww74p1r	7	5	modeling	model	VERB
n296ww74p1r	7	6	rts	rt	NOUN
n296ww74p1r	7	7	and	and	CCONJ
n296ww74p1r	7	8	item	item	NOUN
n296ww74p1r	7	9	responses	response	NOUN
n296ww74p1r	7	10	,	,	PUNCT
n296ww74p1r	7	11	rts	rt	NOUN
n296ww74p1r	7	12	can	can	AUX
n296ww74p1r	7	13	be	be	AUX
n296ww74p1r	7	14	used	use	VERB
n296ww74p1r	7	15	as	as	ADP
n296ww74p1r	7	16	collateral	collateral	ADJ
n296ww74p1r	7	17	information	information	NOUN
n296ww74p1r	7	18	in	in	ADP
n296ww74p1r	7	19	the	the	DET
n296ww74p1r	7	20	estimation	estimation	NOUN
n296ww74p1r	7	21	of	of	ADP
n296ww74p1r	7	22	examinee	examinee	NOUN
n296ww74p1r	7	23	ability	ability	NOUN
n296ww74p1r	7	24	.	.	PUNCT
n296ww74p1r	8	1	this	this	PRON
n296ww74p1r	8	2	can	can	AUX
n296ww74p1r	8	3	be	be	AUX
n296ww74p1r	8	4	accomplished	accomplish	VERB
n296ww74p1r	8	5	by	by	ADP
n296ww74p1r	8	6	embedding	embed	VERB
n296ww74p1r	8	7	separate	separate	ADJ
n296ww74p1r	8	8	models	model	NOUN
n296ww74p1r	8	9	for	for	ADP
n296ww74p1r	8	10	rts	rt	NOUN
n296ww74p1r	8	11	and	and	CCONJ
n296ww74p1r	8	12	item	item	NOUN
n296ww74p1r	8	13	responses	response	NOUN
n296ww74p1r	8	14	in	in	ADP
n296ww74p1r	8	15	level	level	NOUN
n296ww74p1r	8	16	1	1	NUM
n296ww74p1r	8	17	of	of	ADP
n296ww74p1r	8	18	a	a	DET
n296ww74p1r	8	19	hierarchical	hierarchical	ADJ
n296ww74p1r	8	20	model	model	NOUN
n296ww74p1r	8	21	and	and	CCONJ
n296ww74p1r	8	22	allowing	allow	VERB
n296ww74p1r	8	23	their	their	PRON
n296ww74p1r	8	24	parameters	parameter	NOUN
n296ww74p1r	8	25	to	to	PART
n296ww74p1r	8	26	correlate	correlate	VERB
n296ww74p1r	8	27	in	in	ADP
n296ww74p1r	8	28	level	level	NOUN
n296ww74p1r	8	29	2	2	NUM
n296ww74p1r	8	30	.	.	PUNCT
n296ww74p1r	9	1	if	if	SCONJ
n296ww74p1r	9	2	the	the	DET
n296ww74p1r	9	3	rt	rt	PROPN
n296ww74p1r	9	4	model	model	NOUN
n296ww74p1r	9	5	is	be	AUX
n296ww74p1r	9	6	misspecified	misspecifie	VERB
n296ww74p1r	9	7	,	,	PUNCT
n296ww74p1r	9	8	a	a	DET
n296ww74p1r	9	9	potential	potential	ADJ
n296ww74p1r	9	10	drawback	drawback	NOUN
n296ww74p1r	9	11	of	of	ADP
n296ww74p1r	9	12	this	this	DET
n296ww74p1r	9	13	hierarchical	hierarchical	ADJ
n296ww74p1r	9	14	structure	structure	NOUN
n296ww74p1r	9	15	is	be	AUX
n296ww74p1r	9	16	that	that	SCONJ
n296ww74p1r	9	17	any	any	DET
n296ww74p1r	9	18	negative	negative	ADJ
n296ww74p1r	9	19	impact	impact	NOUN
n296ww74p1r	9	20	on	on	ADP
n296ww74p1r	9	21	estimates	estimate	NOUN
n296ww74p1r	9	22	of	of	ADP
n296ww74p1r	9	23	the	the	DET
n296ww74p1r	9	24	rt	rt	PROPN
n296ww74p1r	9	25	model	model	NOUN
n296ww74p1r	9	26	parameters	parameter	NOUN
n296ww74p1r	9	27	may	may	AUX
n296ww74p1r	9	28	,	,	PUNCT
n296ww74p1r	9	29	in	in	ADP
n296ww74p1r	9	30	turn	turn	NOUN
n296ww74p1r	9	31	,	,	PUNCT
n296ww74p1r	9	32	negatively	negatively	ADV
n296ww74p1r	9	33	impact	impact	NOUN
n296ww74p1r	9	34	ability	ability	NOUN
n296ww74p1r	9	35	estimates	estimate	NOUN
n296ww74p1r	9	36	.	.	PUNCT
n296ww74p1r	10	1	however	however	ADV
n296ww74p1r	10	2	,	,	PUNCT
n296ww74p1r	10	3	a	a	DET
n296ww74p1r	10	4	simulation	simulation	NOUN
n296ww74p1r	10	5	study	study	NOUN
n296ww74p1r	10	6	found	find	VERB
n296ww74p1r	10	7	that	that	SCONJ
n296ww74p1r	10	8	estimates	estimate	NOUN
n296ww74p1r	10	9	of	of	ADP
n296ww74p1r	10	10	the	the	DET
n296ww74p1r	10	11	rt	rt	PROPN
n296ww74p1r	10	12	model	model	NOUN
n296ww74p1r	10	13	parameters	parameter	NOUN
n296ww74p1r	10	14	were	be	AUX
n296ww74p1r	10	15	robust	robust	ADJ
n296ww74p1r	10	16	to	to	ADP
n296ww74p1r	10	17	misspecification	misspecification	NOUN
n296ww74p1r	10	18	of	of	ADP
n296ww74p1r	10	19	the	the	DET
n296ww74p1r	10	20	rt	rt	PROPN
n296ww74p1r	10	21	model	model	NOUN
n296ww74p1r	10	22	.	.	PUNCT
n296ww74p1r	11	1	in	in	ADP
n296ww74p1r	11	2	turn	turn	NOUN
n296ww74p1r	11	3	,	,	PUNCT
n296ww74p1r	11	4	ability	ability	NOUN
n296ww74p1r	11	5	estimates	estimate	NOUN
n296ww74p1r	11	6	were	be	AUX
n296ww74p1r	11	7	also	also	ADV
n296ww74p1r	11	8	robust	robust	ADJ
n296ww74p1r	11	9	.	.	PUNCT
n296ww74p1r	12	1	second	second	ADV
n296ww74p1r	12	2	,	,	PUNCT
n296ww74p1r	12	3	by	by	ADP
n296ww74p1r	12	4	considering	consider	VERB
n296ww74p1r	12	5	the	the	DET
n296ww74p1r	12	6	time	time	NOUN
n296ww74p1r	12	7	intensity	intensity	NOUN
n296ww74p1r	12	8	of	of	ADP
n296ww74p1r	12	9	items	item	NOUN
n296ww74p1r	12	10	during	during	ADP
n296ww74p1r	12	11	item	item	NOUN
n296ww74p1r	12	12	selection	selection	NOUN
n296ww74p1r	12	13	in	in	ADP
n296ww74p1r	12	14	cat	cat	NOUN
n296ww74p1r	12	15	,	,	PUNCT
n296ww74p1r	12	16	test	test	NOUN
n296ww74p1r	12	17	completion	completion	NOUN
n296ww74p1r	12	18	times	time	NOUN
n296ww74p1r	12	19	can	can	AUX
n296ww74p1r	12	20	be	be	AUX
n296ww74p1r	12	21	reduced	reduce	VERB
n296ww74p1r	12	22	without	without	ADP
n296ww74p1r	12	23	sacrificing	sacrifice	VERB
n296ww74p1r	12	24	the	the	DET
n296ww74p1r	12	25	precision	precision	NOUN
n296ww74p1r	12	26	of	of	ADP
n296ww74p1r	12	27	ability	ability	NOUN
n296ww74p1r	12	28	estimates	estimate	NOUN
n296ww74p1r	12	29	.	.	PUNCT
n296ww74p1r	13	1	this	this	PRON
n296ww74p1r	13	2	can	can	AUX
n296ww74p1r	13	3	be	be	AUX
n296ww74p1r	13	4	done	do	VERB
n296ww74p1r	13	5	by	by	ADP
n296ww74p1r	13	6	choosing	choose	VERB
n296ww74p1r	13	7	items	item	NOUN
n296ww74p1r	13	8	that	that	PRON
n296ww74p1r	13	9	maximize	maximize	VERB
n296ww74p1r	13	10	the	the	DET
n296ww74p1r	13	11	ratio	ratio	NOUN
n296ww74p1r	13	12	of	of	ADP
n296ww74p1r	13	13	item	item	NOUN
n296ww74p1r	13	14	information	information	NOUN
n296ww74p1r	13	15	to	to	ADP
n296ww74p1r	13	16	the	the	DET
n296ww74p1r	13	17	examinee	examinee	NOUN
n296ww74p1r	13	18	's	's	PART
n296ww74p1r	13	19	predicted	predict	VERB
n296ww74p1r	13	20	rt	rt	PROPN
n296ww74p1r	13	21	.	.	PROPN
n296ww74p1r	14	1	however	however	ADV
n296ww74p1r	14	2	,	,	PUNCT
n296ww74p1r	14	3	an	an	DET
n296ww74p1r	14	4	rt	rt	NOUN
n296ww74p1r	14	5	model	model	NOUN
n296ww74p1r	14	6	is	be	AUX
n296ww74p1r	14	7	needed	need	VERB
n296ww74p1r	14	8	to	to	PART
n296ww74p1r	14	9	make	make	VERB
n296ww74p1r	14	10	the	the	DET
n296ww74p1r	14	11	prediction	prediction	NOUN
n296ww74p1r	14	12	;	;	PUNCT
n296ww74p1r	14	13	if	if	SCONJ
n296ww74p1r	14	14	the	the	DET
n296ww74p1r	14	15	rt	rt	PROPN
n296ww74p1r	14	16	model	model	NOUN
n296ww74p1r	14	17	is	be	AUX
n296ww74p1r	14	18	misspecified	misspecifie	VERB
n296ww74p1r	14	19	,	,	PUNCT
n296ww74p1r	14	20	this	this	DET
n296ww74p1r	14	21	method	method	NOUN
n296ww74p1r	14	22	may	may	AUX
n296ww74p1r	14	23	not	not	PART
n296ww74p1r	14	24	perform	perform	VERB
n296ww74p1r	14	25	as	as	ADV
n296ww74p1r	14	26	intended	intend	VERB
n296ww74p1r	14	27	.	.	PUNCT
n296ww74p1r	15	1	a	a	DET
n296ww74p1r	15	2	simulation	simulation	NOUN
n296ww74p1r	15	3	study	study	NOUN
n296ww74p1r	15	4	found	find	VERB
n296ww74p1r	15	5	that	that	SCONJ
n296ww74p1r	15	6	whether	whether	SCONJ
n296ww74p1r	15	7	or	or	CCONJ
n296ww74p1r	15	8	not	not	PART
n296ww74p1r	15	9	the	the	DET
n296ww74p1r	15	10	correct	correct	ADJ
n296ww74p1r	15	11	rt	rt	PROPN
n296ww74p1r	15	12	model	model	NOUN
n296ww74p1r	15	13	was	be	AUX
n296ww74p1r	15	14	used	use	VERB
n296ww74p1r	15	15	to	to	PART
n296ww74p1r	15	16	make	make	VERB
n296ww74p1r	15	17	the	the	DET
n296ww74p1r	15	18	prediction	prediction	NOUN
n296ww74p1r	15	19	had	have	VERB
n296ww74p1r	15	20	no	no	DET
n296ww74p1r	15	21	bearing	bearing	NOUN
n296ww74p1r	15	22	on	on	ADP
n296ww74p1r	15	23	test	test	NOUN
n296ww74p1r	15	24	completion	completion	NOUN
n296ww74p1r	15	25	times	time	NOUN
n296ww74p1r	15	26	.	.	PUNCT
n296ww74p1r	16	1	additionally	additionally	ADV
n296ww74p1r	16	2	,	,	PUNCT
n296ww74p1r	16	3	using	use	VERB
n296ww74p1r	16	4	a	a	DET
n296ww74p1r	16	5	simple	simple	ADJ
n296ww74p1r	16	6	,	,	PUNCT
n296ww74p1r	16	7	average	average	ADJ
n296ww74p1r	16	8	rt	rt	NOUN
n296ww74p1r	16	9	as	as	SCONJ
n296ww74p1r	16	10	the	the	DET
n296ww74p1r	16	11	prediction	prediction	NOUN
n296ww74p1r	16	12	was	be	AUX
n296ww74p1r	16	13	just	just	ADV
n296ww74p1r	16	14	as	as	ADV
n296ww74p1r	16	15	effective	effective	ADJ
n296ww74p1r	16	16	as	as	ADP
n296ww74p1r	16	17	model	model	NOUN
n296ww74p1r	16	18	-	-	PUNCT
n296ww74p1r	16	19	based	base	VERB
n296ww74p1r	16	20	prediction	prediction	NOUN
n296ww74p1r	16	21	in	in	ADP
n296ww74p1r	16	22	reducing	reduce	VERB
n296ww74p1r	16	23	test	test	NOUN
n296ww74p1r	16	24	completion	completion	NOUN
n296ww74p1r	16	25	times	time	NOUN
n296ww74p1r	16	26	.	.	PUNCT