id	sid	tid	token	lemma	pos
c534fn1291p	1	1	face	face	NOUN
c534fn1291p	1	2	-	-	PUNCT
c534fn1291p	1	3	based	base	VERB
c534fn1291p	1	4	biometrics	biometric	NOUN
c534fn1291p	1	5	has	have	AUX
c534fn1291p	1	6	become	become	VERB
c534fn1291p	1	7	popular	popular	ADJ
c534fn1291p	1	8	in	in	ADP
c534fn1291p	1	9	many	many	ADJ
c534fn1291p	1	10	security	security	NOUN
c534fn1291p	1	11	applications	application	NOUN
c534fn1291p	1	12	due	due	ADJ
c534fn1291p	1	13	to	to	ADP
c534fn1291p	1	14	the	the	DET
c534fn1291p	1	15	compromises	compromise	NOUN
c534fn1291p	1	16	made	make	VERB
c534fn1291p	1	17	between	between	ADP
c534fn1291p	1	18	reliability	reliability	NOUN
c534fn1291p	1	19	,	,	PUNCT
c534fn1291p	1	20	social	social	ADJ
c534fn1291p	1	21	acceptance	acceptance	NOUN
c534fn1291p	1	22	,	,	PUNCT
c534fn1291p	1	23	and	and	CCONJ
c534fn1291p	1	24	privacy	privacy	NOUN
c534fn1291p	1	25	.	.	PUNCT
c534fn1291p	2	1	many	many	ADJ
c534fn1291p	2	2	high	high	ADJ
c534fn1291p	2	3	performance	performance	NOUN
c534fn1291p	2	4	face	face	VERB
c534fn1291p	2	5	biometric	biometric	ADJ
c534fn1291p	2	6	systems	system	NOUN
c534fn1291p	2	7	now	now	ADV
c534fn1291p	2	8	exist	exist	VERB
c534fn1291p	2	9	which	which	PRON
c534fn1291p	2	10	rely	rely	VERB
c534fn1291p	2	11	on	on	ADP
c534fn1291p	2	12	machine	machine	NOUN
c534fn1291p	2	13	learnable	learnable	NOUN
c534fn1291p	2	14	features	feature	NOUN
c534fn1291p	2	15	.	.	PUNCT
c534fn1291p	3	1	however	however	ADV
c534fn1291p	3	2	,	,	PUNCT
c534fn1291p	3	3	when	when	SCONJ
c534fn1291p	3	4	errors	error	NOUN
c534fn1291p	3	5	occur	occur	VERB
c534fn1291p	3	6	these	these	DET
c534fn1291p	3	7	features	feature	NOUN
c534fn1291p	3	8	are	be	AUX
c534fn1291p	3	9	hard	hard	ADJ
c534fn1291p	3	10	to	to	PART
c534fn1291p	3	11	decipher	decipher	VERB
c534fn1291p	3	12	in	in	ADP
c534fn1291p	3	13	order	order	NOUN
c534fn1291p	3	14	to	to	PART
c534fn1291p	3	15	adjust	adjust	VERB
c534fn1291p	3	16	for	for	ADP
c534fn1291p	3	17	these	these	DET
c534fn1291p	3	18	errors	error	NOUN
c534fn1291p	3	19	.	.	PUNCT
c534fn1291p	4	1	through	through	ADP
c534fn1291p	4	2	this	this	DET
c534fn1291p	4	3	work	work	NOUN
c534fn1291p	4	4	a	a	DET
c534fn1291p	4	5	method	method	NOUN
c534fn1291p	4	6	is	be	AUX
c534fn1291p	4	7	presented	present	VERB
c534fn1291p	4	8	which	which	PRON
c534fn1291p	4	9	identifies	identify	VERB
c534fn1291p	4	10	nonmatching	nonmatche	VERB
c534fn1291p	4	11	errors	error	NOUN
c534fn1291p	4	12	potential	potential	ADJ
c534fn1291p	4	13	false	false	ADJ
c534fn1291p	4	14	accepts	accept	NOUN
c534fn1291p	4	15	.	.	PUNCT
c534fn1291p	5	1	covariates	covariate	NOUN
c534fn1291p	5	2	,	,	PUNCT
c534fn1291p	5	3	or	or	CCONJ
c534fn1291p	5	4	metadata	metadata	NOUN
c534fn1291p	5	5	values	value	NOUN
c534fn1291p	5	6	,	,	PUNCT
c534fn1291p	5	7	are	be	AUX
c534fn1291p	5	8	then	then	ADV
c534fn1291p	5	9	examined	examine	VERB
c534fn1291p	5	10	with	with	ADP
c534fn1291p	5	11	respect	respect	NOUN
c534fn1291p	5	12	to	to	ADP
c534fn1291p	5	13	how	how	SCONJ
c534fn1291p	5	14	they	they	PRON
c534fn1291p	5	15	interact	interact	VERB
c534fn1291p	5	16	with	with	ADP
c534fn1291p	5	17	score	score	NOUN
c534fn1291p	5	18	outcomes	outcome	NOUN
c534fn1291p	5	19	and	and	CCONJ
c534fn1291p	5	20	influence	influence	VERB
c534fn1291p	5	21	the	the	DET
c534fn1291p	5	22	likelihood	likelihood	NOUN
c534fn1291p	5	23	of	of	ADP
c534fn1291p	5	24	a	a	DET
c534fn1291p	5	25	false	false	ADJ
c534fn1291p	5	26	accept	accept	NOUN
c534fn1291p	5	27	occurring	occur	VERB
c534fn1291p	5	28	.	.	PUNCT
c534fn1291p	6	1	last	last	ADJ
c534fn1291p	6	2	,	,	PUNCT
c534fn1291p	6	3	an	an	DET
c534fn1291p	6	4	attempt	attempt	NOUN
c534fn1291p	6	5	is	be	AUX
c534fn1291p	6	6	made	make	VERB
c534fn1291p	6	7	to	to	PART
c534fn1291p	6	8	identify	identify	VERB
c534fn1291p	6	9	a	a	DET
c534fn1291p	6	10	connection	connection	NOUN
c534fn1291p	6	11	between	between	ADP
c534fn1291p	6	12	geometric	geometric	ADJ
c534fn1291p	6	13	and	and	CCONJ
c534fn1291p	6	14	color	color	NOUN
c534fn1291p	6	15	features	feature	NOUN
c534fn1291p	6	16	and	and	CCONJ
c534fn1291p	6	17	score	score	NOUN
c534fn1291p	6	18	outcomes	outcome	NOUN
c534fn1291p	6	19	.	.	PUNCT
c534fn1291p	7	1	overall	overall	ADV
c534fn1291p	7	2	,	,	PUNCT
c534fn1291p	7	3	this	this	DET
c534fn1291p	7	4	dissertation	dissertation	NOUN
c534fn1291p	7	5	shows	show	VERB
c534fn1291p	7	6	that	that	SCONJ
c534fn1291p	7	7	the	the	DET
c534fn1291p	7	8	impostor	impostor	NOUN
c534fn1291p	7	9	distribution	distribution	NOUN
c534fn1291p	7	10	and	and	CCONJ
c534fn1291p	7	11	nonmatching	nonmatche	VERB
c534fn1291p	7	12	image	image	NOUN
c534fn1291p	7	13	pairs	pair	NOUN
c534fn1291p	7	14	hold	hold	VERB
c534fn1291p	7	15	a	a	DET
c534fn1291p	7	16	plethora	plethora	NOUN
c534fn1291p	7	17	of	of	ADP
c534fn1291p	7	18	information	information	NOUN
c534fn1291p	7	19	that	that	PRON
c534fn1291p	7	20	can	can	AUX
c534fn1291p	7	21	be	be	AUX
c534fn1291p	7	22	used	use	VERB
c534fn1291p	7	23	to	to	PART
c534fn1291p	7	24	improve	improve	VERB
c534fn1291p	7	25	biometric	biometric	ADJ
c534fn1291p	7	26	algorithms	algorithm	NOUN
c534fn1291p	7	27	and	and	CCONJ
c534fn1291p	7	28	systems	system	NOUN
c534fn1291p	7	29	.	.	PUNCT