id	sid	tid	token	lemma	pos
4m90dv17043	1	1	psychometric	psychometric	ADJ
4m90dv17043	1	2	theory	theory	NOUN
4m90dv17043	1	3	provides	provide	VERB
4m90dv17043	1	4	a	a	DET
4m90dv17043	1	5	natural	natural	ADJ
4m90dv17043	1	6	foundation	foundation	NOUN
4m90dv17043	1	7	to	to	PART
4m90dv17043	1	8	analyze	analyze	VERB
4m90dv17043	1	9	text	text	NOUN
4m90dv17043	1	10	.	.	PUNCT
4m90dv17043	2	1	the	the	DET
4m90dv17043	2	2	rapid	rapid	ADJ
4m90dv17043	2	3	increase	increase	NOUN
4m90dv17043	2	4	in	in	ADP
4m90dv17043	2	5	the	the	DET
4m90dv17043	2	6	availability	availability	NOUN
4m90dv17043	2	7	of	of	ADP
4m90dv17043	2	8	text	text	NOUN
4m90dv17043	2	9	as	as	SCONJ
4m90dv17043	2	10	data	datum	NOUN
4m90dv17043	2	11	has	have	AUX
4m90dv17043	2	12	contributed	contribute	VERB
4m90dv17043	2	13	to	to	ADP
4m90dv17043	2	14	its	its	PRON
4m90dv17043	2	15	growing	grow	VERB
4m90dv17043	2	16	use	use	NOUN
4m90dv17043	2	17	when	when	SCONJ
4m90dv17043	2	18	measuring	measure	VERB
4m90dv17043	2	19	psychological	psychological	ADJ
4m90dv17043	2	20	and	and	CCONJ
4m90dv17043	2	21	educational	educational	ADJ
4m90dv17043	2	22	constructs	construct	NOUN
4m90dv17043	2	23	.	.	PUNCT
4m90dv17043	3	1	with	with	ADP
4m90dv17043	3	2	that	that	PRON
4m90dv17043	3	3	in	in	ADP
4m90dv17043	3	4	mind	mind	NOUN
4m90dv17043	3	5	,	,	PUNCT
4m90dv17043	3	6	the	the	DET
4m90dv17043	3	7	validity	validity	NOUN
4m90dv17043	3	8	of	of	ADP
4m90dv17043	3	9	scores	score	NOUN
4m90dv17043	3	10	from	from	ADP
4m90dv17043	3	11	text	text	NOUN
4m90dv17043	3	12	needs	need	VERB
4m90dv17043	3	13	to	to	PART
4m90dv17043	3	14	be	be	AUX
4m90dv17043	3	15	evaluated	evaluate	VERB
4m90dv17043	3	16	in	in	ADP
4m90dv17043	3	17	order	order	NOUN
4m90dv17043	3	18	to	to	PART
4m90dv17043	3	19	make	make	VERB
4m90dv17043	3	20	sound	sound	ADJ
4m90dv17043	3	21	scientific	scientific	ADJ
4m90dv17043	3	22	claims	claim	NOUN
4m90dv17043	3	23	.	.	PUNCT
4m90dv17043	4	1	this	this	DET
4m90dv17043	4	2	dissertation	dissertation	NOUN
4m90dv17043	4	3	focuses	focus	VERB
4m90dv17043	4	4	on	on	ADP
4m90dv17043	4	5	how	how	SCONJ
4m90dv17043	4	6	one	one	PRON
4m90dv17043	4	7	would	would	AUX
4m90dv17043	4	8	evaluate	evaluate	VERB
4m90dv17043	4	9	the	the	DET
4m90dv17043	4	10	psychometric	psychometric	ADJ
4m90dv17043	4	11	properties	property	NOUN
4m90dv17043	4	12	of	of	ADP
4m90dv17043	4	13	scores	score	NOUN
4m90dv17043	4	14	from	from	ADP
4m90dv17043	4	15	text.a	text.a	PROPN
4m90dv17043	4	16	common	common	ADJ
4m90dv17043	4	17	approach	approach	NOUN
4m90dv17043	4	18	to	to	PART
4m90dv17043	4	19	analyze	analyze	VERB
4m90dv17043	4	20	text	text	NOUN
4m90dv17043	4	21	is	be	AUX
4m90dv17043	4	22	to	to	PART
4m90dv17043	4	23	use	use	VERB
4m90dv17043	4	24	topic	topic	NOUN
4m90dv17043	4	25	modeling	modeling	NOUN
4m90dv17043	4	26	.	.	PUNCT
4m90dv17043	5	1	this	this	DET
4m90dv17043	5	2	dissertation	dissertation	NOUN
4m90dv17043	5	3	will	will	AUX
4m90dv17043	5	4	focus	focus	VERB
4m90dv17043	5	5	on	on	ADP
4m90dv17043	5	6	a	a	DET
4m90dv17043	5	7	specific	specific	ADJ
4m90dv17043	5	8	topic	topic	NOUN
4m90dv17043	5	9	model	model	NOUN
4m90dv17043	5	10	,	,	PUNCT
4m90dv17043	5	11	latent	latent	ADJ
4m90dv17043	5	12	dirichlet	dirichlet	NOUN
4m90dv17043	5	13	allocation	allocation	PROPN
4m90dv17043	5	14	(	(	PUNCT
4m90dv17043	5	15	lda	lda	PROPN
4m90dv17043	5	16	)	)	PUNCT
4m90dv17043	5	17	.	.	PUNCT
4m90dv17043	6	1	lda	lda	PROPN
4m90dv17043	6	2	is	be	AUX
4m90dv17043	6	3	topic	topic	NOUN
4m90dv17043	6	4	model	model	NOUN
4m90dv17043	6	5	that	that	PRON
4m90dv17043	6	6	can	can	AUX
4m90dv17043	6	7	summarize	summarize	VERB
4m90dv17043	6	8	a	a	DET
4m90dv17043	6	9	group	group	NOUN
4m90dv17043	6	10	of	of	ADP
4m90dv17043	6	11	documents	document	NOUN
4m90dv17043	6	12	with	with	ADP
4m90dv17043	6	13	a	a	DET
4m90dv17043	6	14	set	set	NOUN
4m90dv17043	6	15	of	of	ADP
4m90dv17043	6	16	topics	topic	NOUN
4m90dv17043	6	17	.	.	PUNCT
4m90dv17043	7	1	a	a	DET
4m90dv17043	7	2	major	major	ADJ
4m90dv17043	7	3	advantage	advantage	NOUN
4m90dv17043	7	4	of	of	ADP
4m90dv17043	7	5	lda	lda	PROPN
4m90dv17043	7	6	is	be	AUX
4m90dv17043	7	7	that	that	SCONJ
4m90dv17043	7	8	it	it	PRON
4m90dv17043	7	9	can	can	AUX
4m90dv17043	7	10	quickly	quickly	ADV
4m90dv17043	7	11	score	score	VERB
4m90dv17043	7	12	documents	document	NOUN
4m90dv17043	7	13	using	use	VERB
4m90dv17043	7	14	a	a	DET
4m90dv17043	7	15	data	datum	NOUN
4m90dv17043	7	16	driven	drive	VERB
4m90dv17043	7	17	approach	approach	NOUN
4m90dv17043	7	18	.	.	PUNCT
4m90dv17043	8	1	this	this	DET
4m90dv17043	8	2	dissertation	dissertation	NOUN
4m90dv17043	8	3	reframes	reframe	NOUN
4m90dv17043	8	4	lda	lda	PROPN
4m90dv17043	8	5	also	also	ADV
4m90dv17043	8	6	as	as	ADP
4m90dv17043	8	7	a	a	DET
4m90dv17043	8	8	measurement	measurement	NOUN
4m90dv17043	8	9	model	model	NOUN
4m90dv17043	8	10	,	,	PUNCT
4m90dv17043	8	11	where	where	SCONJ
4m90dv17043	8	12	one	one	PRON
4m90dv17043	8	13	can	can	AUX
4m90dv17043	8	14	rigorously	rigorously	ADV
4m90dv17043	8	15	evaluate	evaluate	VERB
4m90dv17043	8	16	the	the	DET
4m90dv17043	8	17	scores	score	NOUN
4m90dv17043	8	18	from	from	ADP
4m90dv17043	8	19	text.chapter	text.chapter	NOUN
4m90dv17043	8	20	1	1	NUM
4m90dv17043	8	21	introduces	introduce	VERB
4m90dv17043	8	22	relevant	relevant	ADJ
4m90dv17043	8	23	text	text	NOUN
4m90dv17043	8	24	mining	mining	NOUN
4m90dv17043	8	25	techniques	technique	NOUN
4m90dv17043	8	26	with	with	ADP
4m90dv17043	8	27	an	an	DET
4m90dv17043	8	28	emphasis	emphasis	NOUN
4m90dv17043	8	29	on	on	ADP
4m90dv17043	8	30	lda	lda	PROPN
4m90dv17043	8	31	.	.	PUNCT
4m90dv17043	9	1	an	an	DET
4m90dv17043	9	2	applied	applied	ADJ
4m90dv17043	9	3	example	example	NOUN
4m90dv17043	9	4	will	will	AUX
4m90dv17043	9	5	be	be	AUX
4m90dv17043	9	6	provided	provide	VERB
4m90dv17043	9	7	where	where	SCONJ
4m90dv17043	9	8	text	text	NOUN
4m90dv17043	9	9	responses	response	NOUN
4m90dv17043	9	10	are	be	AUX
4m90dv17043	9	11	gathered	gather	VERB
4m90dv17043	9	12	from	from	ADP
4m90dv17043	9	13	students	student	NOUN
4m90dv17043	9	14	taking	take	VERB
4m90dv17043	9	15	a	a	DET
4m90dv17043	9	16	statistics	statistic	NOUN
4m90dv17043	9	17	course	course	NOUN
4m90dv17043	9	18	.	.	PUNCT
4m90dv17043	10	1	in	in	ADP
4m90dv17043	10	2	chapter	chapter	NOUN
4m90dv17043	10	3	2	2	NUM
4m90dv17043	10	4	,	,	PUNCT
4m90dv17043	10	5	informative	informative	ADJ
4m90dv17043	10	6	priors	priors	NOUN
4m90dv17043	10	7	will	will	AUX
4m90dv17043	10	8	be	be	AUX
4m90dv17043	10	9	investigated	investigate	VERB
4m90dv17043	10	10	with	with	ADP
4m90dv17043	10	11	lda	lda	PROPN
4m90dv17043	10	12	.	.	PUNCT
4m90dv17043	11	1	chapter	chapter	NOUN
4m90dv17043	11	2	3	3	NUM
4m90dv17043	11	3	proposes	propose	VERB
4m90dv17043	11	4	new	new	ADJ
4m90dv17043	11	5	methods	method	NOUN
4m90dv17043	11	6	to	to	PART
4m90dv17043	11	7	evaluate	evaluate	VERB
4m90dv17043	11	8	the	the	DET
4m90dv17043	11	9	reliability	reliability	NOUN
4m90dv17043	11	10	of	of	ADP
4m90dv17043	11	11	scores	score	NOUN
4m90dv17043	11	12	from	from	ADP
4m90dv17043	11	13	lda	lda	PROPN
4m90dv17043	11	14	.	.	PUNCT
4m90dv17043	12	1	chapter	chapter	NOUN
4m90dv17043	12	2	4	4	NUM
4m90dv17043	12	3	proposes	propose	VERB
4m90dv17043	12	4	a	a	DET
4m90dv17043	12	5	new	new	ADJ
4m90dv17043	12	6	model	model	NOUN
4m90dv17043	12	7	that	that	PRON
4m90dv17043	12	8	can	can	AUX
4m90dv17043	12	9	be	be	AUX
4m90dv17043	12	10	used	use	VERB
4m90dv17043	12	11	to	to	PART
4m90dv17043	12	12	jointly	jointly	ADV
4m90dv17043	12	13	estimate	estimate	VERB
4m90dv17043	12	14	models	model	NOUN
4m90dv17043	12	15	for	for	ADP
4m90dv17043	12	16	both	both	CCONJ
4m90dv17043	12	17	self	self	NOUN
4m90dv17043	12	18	report	report	NOUN
4m90dv17043	12	19	and	and	CCONJ
4m90dv17043	12	20	text	text	NOUN
4m90dv17043	12	21	.	.	PUNCT
4m90dv17043	13	1	finally	finally	ADV
4m90dv17043	13	2	,	,	PUNCT
4m90dv17043	13	3	chapter	chapter	NOUN
4m90dv17043	13	4	5	5	NUM
4m90dv17043	13	5	will	will	AUX
4m90dv17043	13	6	close	close	VERB
4m90dv17043	13	7	with	with	ADP
4m90dv17043	13	8	concluding	conclude	VERB
4m90dv17043	13	9	thoughts	thought	NOUN
4m90dv17043	13	10	and	and	CCONJ
4m90dv17043	13	11	potential	potential	ADJ
4m90dv17043	13	12	future	future	ADJ
4m90dv17043	13	13	directions	direction	NOUN
4m90dv17043	13	14	.	.	PUNCT