id	sid	tid	token	lemma	pos
ng451g07s6x	1	1	facial	facial	ADJ
ng451g07s6x	1	2	electromyography	electromyography	NOUN
ng451g07s6x	1	3	(	(	PUNCT
ng451g07s6x	1	4	emg	emg	PROPN
ng451g07s6x	1	5	)	)	PUNCT
ng451g07s6x	1	6	is	be	AUX
ng451g07s6x	1	7	a	a	DET
ng451g07s6x	1	8	useful	useful	ADJ
ng451g07s6x	1	9	physiological	physiological	ADJ
ng451g07s6x	1	10	measure	measure	NOUN
ng451g07s6x	1	11	for	for	ADP
ng451g07s6x	1	12	detecting	detect	VERB
ng451g07s6x	1	13	subtle	subtle	ADJ
ng451g07s6x	1	14	affective	affective	ADJ
ng451g07s6x	1	15	changes	change	NOUN
ng451g07s6x	1	16	in	in	ADP
ng451g07s6x	1	17	real	real	ADJ
ng451g07s6x	1	18	time	time	NOUN
ng451g07s6x	1	19	.	.	PUNCT
ng451g07s6x	2	1	it	it	PRON
ng451g07s6x	2	2	can	can	AUX
ng451g07s6x	2	3	differentiate	differentiate	VERB
ng451g07s6x	2	4	valence	valence	NOUN
ng451g07s6x	2	5	of	of	ADP
ng451g07s6x	2	6	emotion	emotion	NOUN
ng451g07s6x	2	7	,	,	PUNCT
ng451g07s6x	2	8	capture	capture	VERB
ng451g07s6x	2	9	transient	transient	NOUN
ng451g07s6x	2	10	and	and	CCONJ
ng451g07s6x	2	11	covert	covert	ADJ
ng451g07s6x	2	12	affective	affective	ADJ
ng451g07s6x	2	13	response	response	NOUN
ng451g07s6x	2	14	,	,	PUNCT
ng451g07s6x	2	15	and	and	CCONJ
ng451g07s6x	2	16	provide	provide	VERB
ng451g07s6x	2	17	an	an	DET
ng451g07s6x	2	18	approximate	approximate	ADJ
ng451g07s6x	2	19	continuous	continuous	ADJ
ng451g07s6x	2	20	-	-	PUNCT
ng451g07s6x	2	21	time	time	NOUN
ng451g07s6x	2	22	measure	measure	NOUN
ng451g07s6x	2	23	of	of	ADP
ng451g07s6x	2	24	emotion	emotion	NOUN
ng451g07s6x	2	25	change	change	NOUN
ng451g07s6x	2	26	.	.	PUNCT
ng451g07s6x	3	1	in	in	ADP
ng451g07s6x	3	2	this	this	DET
ng451g07s6x	3	3	thesis	thesis	NOUN
ng451g07s6x	3	4	,	,	PUNCT
ng451g07s6x	3	5	facial	facial	ADJ
ng451g07s6x	3	6	emg	emg	NOUN
ng451g07s6x	3	7	data	datum	NOUN
ng451g07s6x	3	8	is	be	AUX
ng451g07s6x	3	9	analyzed	analyze	VERB
ng451g07s6x	3	10	using	use	VERB
ng451g07s6x	3	11	time	time	NOUN
ng451g07s6x	3	12	series	series	NOUN
ng451g07s6x	3	13	analysis	analysis	NOUN
ng451g07s6x	3	14	methods	method	NOUN
ng451g07s6x	3	15	.	.	PUNCT
ng451g07s6x	4	1	by	by	ADP
ng451g07s6x	4	2	allowing	allow	VERB
ng451g07s6x	4	3	certain	certain	ADJ
ng451g07s6x	4	4	parameters	parameter	NOUN
ng451g07s6x	4	5	to	to	PART
ng451g07s6x	4	6	switch	switch	VERB
ng451g07s6x	4	7	between	between	ADP
ng451g07s6x	4	8	several	several	ADJ
ng451g07s6x	4	9	discrete	discrete	ADJ
ng451g07s6x	4	10	stages	stage	NOUN
ng451g07s6x	4	11	(	(	PUNCT
ng451g07s6x	4	12	regimes	regime	NOUN
ng451g07s6x	4	13	)	)	PUNCT
ng451g07s6x	4	14	,	,	PUNCT
ng451g07s6x	4	15	regime	regime	NOUN
ng451g07s6x	4	16	-	-	PUNCT
ng451g07s6x	4	17	switching	switch	VERB
ng451g07s6x	4	18	models	model	NOUN
ng451g07s6x	4	19	can	can	AUX
ng451g07s6x	4	20	be	be	AUX
ng451g07s6x	4	21	used	use	VERB
ng451g07s6x	4	22	to	to	PART
ng451g07s6x	4	23	describe	describe	VERB
ng451g07s6x	4	24	heterogeneous	heterogeneous	ADJ
ng451g07s6x	4	25	transition	transition	NOUN
ng451g07s6x	4	26	patterns	pattern	NOUN
ng451g07s6x	4	27	and	and	CCONJ
ng451g07s6x	4	28	capture	capture	VERB
ng451g07s6x	4	29	time	time	NOUN
ng451g07s6x	4	30	-	-	PUNCT
ng451g07s6x	4	31	varying	vary	VERB
ng451g07s6x	4	32	association	association	NOUN
ng451g07s6x	4	33	between	between	ADP
ng451g07s6x	4	34	emg	emg	NOUN
ng451g07s6x	4	35	signals	signal	NOUN
ng451g07s6x	4	36	and	and	CCONJ
ng451g07s6x	4	37	other	other	ADJ
ng451g07s6x	4	38	covariates	covariate	NOUN
ng451g07s6x	4	39	.	.	PUNCT
ng451g07s6x	5	1	the	the	DET
ng451g07s6x	5	2	main	main	ADJ
ng451g07s6x	5	3	purpose	purpose	NOUN
ng451g07s6x	5	4	of	of	ADP
ng451g07s6x	5	5	this	this	DET
ng451g07s6x	5	6	thesis	thesis	NOUN
ng451g07s6x	5	7	is	be	AUX
ng451g07s6x	5	8	to	to	PART
ng451g07s6x	5	9	construct	construct	VERB
ng451g07s6x	5	10	and	and	CCONJ
ng451g07s6x	5	11	propose	propose	VERB
ng451g07s6x	5	12	different	different	ADJ
ng451g07s6x	5	13	regime	regime	NOUN
ng451g07s6x	5	14	-	-	PUNCT
ng451g07s6x	5	15	switching	switch	VERB
ng451g07s6x	5	16	state	state	NOUN
ng451g07s6x	5	17	-	-	PUNCT
ng451g07s6x	5	18	space	space	NOUN
ng451g07s6x	5	19	models	model	NOUN
ng451g07s6x	5	20	suited	suit	VERB
ng451g07s6x	5	21	for	for	ADP
ng451g07s6x	5	22	representing	represent	VERB
ng451g07s6x	5	23	the	the	DET
ng451g07s6x	5	24	time	time	NOUN
ng451g07s6x	5	25	-	-	PUNCT
ng451g07s6x	5	26	varying	vary	VERB
ng451g07s6x	5	27	dynamics	dynamic	NOUN
ng451g07s6x	5	28	of	of	ADP
ng451g07s6x	5	29	facial	facial	ADJ
ng451g07s6x	5	30	emg	emg	NOUN
ng451g07s6x	5	31	data	datum	NOUN
ng451g07s6x	5	32	and	and	CCONJ
ng451g07s6x	5	33	its	its	PRON
ng451g07s6x	5	34	relationship	relationship	NOUN
ng451g07s6x	5	35	with	with	ADP
ng451g07s6x	5	36	self	self	NOUN
ng451g07s6x	5	37	-	-	PUNCT
ng451g07s6x	5	38	reported	report	VERB
ng451g07s6x	5	39	affect	affect	ADJ
ng451g07s6x	5	40	intensity	intensity	NOUN
ng451g07s6x	5	41	.	.	PUNCT
ng451g07s6x	6	1	the	the	DET
ng451g07s6x	6	2	kim	kim	PROPN
ng451g07s6x	6	3	filter	filter	NOUN
ng451g07s6x	6	4	,	,	PUNCT
ng451g07s6x	6	5	which	which	PRON
ng451g07s6x	6	6	is	be	AUX
ng451g07s6x	6	7	an	an	DET
ng451g07s6x	6	8	extension	extension	NOUN
ng451g07s6x	6	9	of	of	ADP
ng451g07s6x	6	10	the	the	DET
ng451g07s6x	6	11	kalman	kalman	NOUN
ng451g07s6x	6	12	filter	filter	NOUN
ng451g07s6x	6	13	,	,	PUNCT
ng451g07s6x	6	14	is	be	AUX
ng451g07s6x	6	15	proposed	propose	VERB
ng451g07s6x	6	16	to	to	PART
ng451g07s6x	6	17	estimate	estimate	VERB
ng451g07s6x	6	18	latent	latent	ADJ
ng451g07s6x	6	19	states	state	NOUN
ng451g07s6x	6	20	and	and	CCONJ
ng451g07s6x	6	21	the	the	DET
ng451g07s6x	6	22	gaussian	gaussian	PROPN
ng451g07s6x	6	23	maximum	maximum	ADJ
ng451g07s6x	6	24	likelihood	likelihood	NOUN
ng451g07s6x	6	25	method	method	NOUN
ng451g07s6x	6	26	is	be	AUX
ng451g07s6x	6	27	used	use	VERB
ng451g07s6x	6	28	for	for	ADP
ng451g07s6x	6	29	parameter	parameter	NOUN
ng451g07s6x	6	30	estimation	estimation	NOUN
ng451g07s6x	6	31	.	.	PUNCT
ng451g07s6x	7	1	indices	index	NOUN
ng451g07s6x	7	2	for	for	ADP
ng451g07s6x	7	3	diagnostic	diagnostic	ADJ
ng451g07s6x	7	4	checks	check	NOUN
ng451g07s6x	7	5	and	and	CCONJ
ng451g07s6x	7	6	model	model	NOUN
ng451g07s6x	7	7	fit	fit	ADJ
ng451g07s6x	7	8	evaluations	evaluation	NOUN
ng451g07s6x	7	9	will	will	AUX
ng451g07s6x	7	10	be	be	AUX
ng451g07s6x	7	11	discussed	discuss	VERB
ng451g07s6x	7	12	for	for	ADP
ng451g07s6x	7	13	model	model	NOUN
ng451g07s6x	7	14	comparison	comparison	NOUN
ng451g07s6x	7	15	purposes	purpose	NOUN
ng451g07s6x	7	16	.	.	PUNCT
ng451g07s6x	8	1	results	result	NOUN
ng451g07s6x	8	2	based	base	VERB
ng451g07s6x	8	3	on	on	ADP
ng451g07s6x	8	4	empirical	empirical	ADJ
ng451g07s6x	8	5	emg	emg	NOUN
ng451g07s6x	8	6	data	datum	NOUN
ng451g07s6x	8	7	indicate	indicate	VERB
ng451g07s6x	8	8	that	that	SCONJ
ng451g07s6x	8	9	regime	regime	NOUN
ng451g07s6x	8	10	-	-	PUNCT
ng451g07s6x	8	11	switching	switch	VERB
ng451g07s6x	8	12	model	model	NOUN
ng451g07s6x	8	13	with	with	ADP
ng451g07s6x	8	14	autoregressive	autoregressive	ADJ
ng451g07s6x	8	15	regression	regression	NOUN
ng451g07s6x	8	16	slope	slope	NOUN
ng451g07s6x	8	17	(	(	PUNCT
ng451g07s6x	8	18	the	the	DET
ng451g07s6x	8	19	rs	rs	PROPN
ng451g07s6x	8	20	-	-	PUNCT
ng451g07s6x	8	21	ar	ar	PROPN
ng451g07s6x	8	22	model	model	NOUN
ng451g07s6x	8	23	)	)	PUNCT
ng451g07s6x	8	24	is	be	AUX
ng451g07s6x	8	25	most	most	ADV
ng451g07s6x	8	26	appropriate	appropriate	ADJ
ng451g07s6x	8	27	to	to	PART
ng451g07s6x	8	28	represent	represent	VERB
ng451g07s6x	8	29	the	the	DET
ng451g07s6x	8	30	emg	emg	NOUN
ng451g07s6x	8	31	dynamics	dynamic	NOUN
ng451g07s6x	8	32	.	.	PUNCT
ng451g07s6x	9	1	monte	monte	PROPN
ng451g07s6x	9	2	carlo	carlo	PROPN
ng451g07s6x	9	3	simulation	simulation	PROPN
ng451g07s6x	9	4	results	result	NOUN
ng451g07s6x	9	5	also	also	ADV
ng451g07s6x	9	6	indicate	indicate	VERB
ng451g07s6x	9	7	that	that	SCONJ
ng451g07s6x	9	8	parameters	parameter	NOUN
ng451g07s6x	9	9	in	in	ADP
ng451g07s6x	9	10	the	the	DET
ng451g07s6x	9	11	proposed	propose	VERB
ng451g07s6x	9	12	model	model	NOUN
ng451g07s6x	9	13	can	can	AUX
ng451g07s6x	9	14	be	be	AUX
ng451g07s6x	9	15	accurately	accurately	ADV
ng451g07s6x	9	16	recovered	recover	VERB
ng451g07s6x	9	17	under	under	ADP
ng451g07s6x	9	18	different	different	ADJ
ng451g07s6x	9	19	conditions	condition	NOUN
ng451g07s6x	9	20	.	.	PUNCT