id	sid	tid	token	lemma	pos
4t64gm8354s	1	1	the	the	DET
4t64gm8354s	1	2	present	present	ADJ
4t64gm8354s	1	3	study	study	NOUN
4t64gm8354s	1	4	aims	aim	VERB
4t64gm8354s	1	5	to	to	PART
4t64gm8354s	1	6	contribute	contribute	VERB
4t64gm8354s	1	7	to	to	ADP
4t64gm8354s	1	8	three	three	NUM
4t64gm8354s	1	9	aspects	aspect	NOUN
4t64gm8354s	1	10	in	in	ADP
4t64gm8354s	1	11	iris	iris	PROPN
4t64gm8354s	1	12	recognition	recognition	PROPN
4t64gm8354s	1	13	technology	technology	PROPN
4t64gm8354s	1	14	.	.	PUNCT
4t64gm8354s	2	1	first	first	ADV
4t64gm8354s	2	2	,	,	PUNCT
4t64gm8354s	2	3	in	in	ADP
4t64gm8354s	2	4	the	the	DET
4t64gm8354s	2	5	area	area	NOUN
4t64gm8354s	2	6	of	of	ADP
4t64gm8354s	2	7	database	database	NOUN
4t64gm8354s	2	8	search	search	NOUN
4t64gm8354s	2	9	,	,	PUNCT
4t64gm8354s	2	10	an	an	DET
4t64gm8354s	2	11	alternative	alternative	ADJ
4t64gm8354s	2	12	search	search	NOUN
4t64gm8354s	2	13	technique	technique	NOUN
4t64gm8354s	2	14	that	that	PRON
4t64gm8354s	2	15	has	have	AUX
4t64gm8354s	2	16	been	be	AUX
4t64gm8354s	2	17	used	use	VERB
4t64gm8354s	2	18	in	in	ADP
4t64gm8354s	2	19	operational	operational	ADJ
4t64gm8354s	2	20	1	1	NUM
4t64gm8354s	2	21	-	-	PUNCT
4t64gm8354s	2	22	to	to	ADP
4t64gm8354s	2	23	-	-	PUNCT
4t64gm8354s	2	24	many	many	ADJ
4t64gm8354s	2	25	matching	match	VERB
4t64gm8354s	2	26	scenarios	scenario	NOUN
4t64gm8354s	2	27	was	be	AUX
4t64gm8354s	2	28	evaluated	evaluate	VERB
4t64gm8354s	2	29	.	.	PUNCT
4t64gm8354s	3	1	results	result	NOUN
4t64gm8354s	3	2	show	show	VERB
4t64gm8354s	3	3	that	that	SCONJ
4t64gm8354s	3	4	critical	critical	ADJ
4t64gm8354s	3	5	degradation	degradation	NOUN
4t64gm8354s	3	6	of	of	ADP
4t64gm8354s	3	7	the	the	DET
4t64gm8354s	3	8	error	error	NOUN
4t64gm8354s	3	9	rates	rate	NOUN
4t64gm8354s	3	10	can	can	AUX
4t64gm8354s	3	11	occur	occur	VERB
4t64gm8354s	3	12	when	when	SCONJ
4t64gm8354s	3	13	compared	compare	VERB
4t64gm8354s	3	14	to	to	ADP
4t64gm8354s	3	15	the	the	DET
4t64gm8354s	3	16	traditional	traditional	ADJ
4t64gm8354s	3	17	approach	approach	NOUN
4t64gm8354s	3	18	.	.	PUNCT
4t64gm8354s	4	1	further	further	ADJ
4t64gm8354s	4	2	evaluation	evaluation	NOUN
4t64gm8354s	4	3	showed	show	VERB
4t64gm8354s	4	4	,	,	PUNCT
4t64gm8354s	4	5	however	however	ADV
4t64gm8354s	4	6	,	,	PUNCT
4t64gm8354s	4	7	that	that	SCONJ
4t64gm8354s	4	8	upon	upon	SCONJ
4t64gm8354s	4	9	careful	careful	ADJ
4t64gm8354s	4	10	selection	selection	NOUN
4t64gm8354s	4	11	of	of	ADP
4t64gm8354s	4	12	operational	operational	ADJ
4t64gm8354s	4	13	parameters	parameter	NOUN
4t64gm8354s	4	14	it	it	PRON
4t64gm8354s	4	15	is	be	AUX
4t64gm8354s	4	16	possible	possible	ADJ
4t64gm8354s	4	17	to	to	PART
4t64gm8354s	4	18	obtain	obtain	VERB
4t64gm8354s	4	19	reduction	reduction	NOUN
4t64gm8354s	4	20	in	in	ADP
4t64gm8354s	4	21	the	the	DET
4t64gm8354s	4	22	number	number	NOUN
4t64gm8354s	4	23	of	of	ADP
4t64gm8354s	4	24	comparisons	comparison	NOUN
4t64gm8354s	4	25	performed	perform	VERB
4t64gm8354s	4	26	,	,	PUNCT
4t64gm8354s	4	27	with	with	ADP
4t64gm8354s	4	28	minimal	minimal	ADJ
4t64gm8354s	4	29	loss	loss	NOUN
4t64gm8354s	4	30	in	in	ADP
4t64gm8354s	4	31	accuracy	accuracy	NOUN
4t64gm8354s	4	32	.	.	PUNCT
4t64gm8354s	5	1	iris	iris	PROPN
4t64gm8354s	5	2	presentation	presentation	NOUN
4t64gm8354s	5	3	attack	attack	NOUN
4t64gm8354s	5	4	detection	detection	NOUN
4t64gm8354s	5	5	(	(	PUNCT
4t64gm8354s	5	6	pad	pad	NOUN
4t64gm8354s	5	7	)	)	PUNCT
4t64gm8354s	5	8	is	be	AUX
4t64gm8354s	5	9	the	the	DET
4t64gm8354s	5	10	second	second	ADJ
4t64gm8354s	5	11	area	area	NOUN
4t64gm8354s	5	12	approached	approach	VERB
4t64gm8354s	5	13	by	by	ADP
4t64gm8354s	5	14	this	this	DET
4t64gm8354s	5	15	work	work	NOUN
4t64gm8354s	5	16	.	.	PUNCT
4t64gm8354s	6	1	recent	recent	ADJ
4t64gm8354s	6	2	works	work	NOUN
4t64gm8354s	6	3	show	show	VERB
4t64gm8354s	6	4	that	that	SCONJ
4t64gm8354s	6	5	the	the	DET
4t64gm8354s	6	6	ability	ability	NOUN
4t64gm8354s	6	7	to	to	PART
4t64gm8354s	6	8	identify	identify	VERB
4t64gm8354s	6	9	artifacts	artifact	NOUN
4t64gm8354s	6	10	in	in	ADP
4t64gm8354s	6	11	cross	cross	ADJ
4t64gm8354s	6	12	-	-	NOUN
4t64gm8354s	6	13	domain	domain	ADJ
4t64gm8354s	6	14	scenarios	scenario	NOUN
4t64gm8354s	6	15	is	be	AUX
4t64gm8354s	6	16	still	still	ADV
4t64gm8354s	6	17	limited	limited	ADJ
4t64gm8354s	6	18	.	.	PUNCT
4t64gm8354s	7	1	this	this	DET
4t64gm8354s	7	2	work	work	NOUN
4t64gm8354s	7	3	proposes	propose	VERB
4t64gm8354s	7	4	a	a	DET
4t64gm8354s	7	5	new	new	ADJ
4t64gm8354s	7	6	method	method	NOUN
4t64gm8354s	7	7	for	for	ADP
4t64gm8354s	7	8	pad	pad	NOUN
4t64gm8354s	7	9	that	that	PRON
4t64gm8354s	7	10	is	be	AUX
4t64gm8354s	7	11	based	base	VERB
4t64gm8354s	7	12	on	on	ADP
4t64gm8354s	7	13	cnn	cnn	PROPN
4t64gm8354s	7	14	classification	classification	NOUN
4t64gm8354s	7	15	of	of	ADP
4t64gm8354s	7	16	multiple	multiple	ADJ
4t64gm8354s	7	17	views	view	NOUN
4t64gm8354s	7	18	of	of	ADP
4t64gm8354s	7	19	the	the	DET
4t64gm8354s	7	20	data	datum	NOUN
4t64gm8354s	7	21	,	,	PUNCT
4t64gm8354s	7	22	followed	follow	VERB
4t64gm8354s	7	23	by	by	ADP
4t64gm8354s	7	24	fusion	fusion	NOUN
4t64gm8354s	7	25	of	of	ADP
4t64gm8354s	7	26	the	the	DET
4t64gm8354s	7	27	multiple	multiple	ADJ
4t64gm8354s	7	28	results	result	NOUN
4t64gm8354s	7	29	.	.	PUNCT
4t64gm8354s	8	1	evaluation	evaluation	NOUN
4t64gm8354s	8	2	shows	show	VERB
4t64gm8354s	8	3	the	the	DET
4t64gm8354s	8	4	new	new	ADJ
4t64gm8354s	8	5	approach	approach	NOUN
4t64gm8354s	8	6	outperforms	outperform	VERB
4t64gm8354s	8	7	the	the	DET
4t64gm8354s	8	8	current	current	ADJ
4t64gm8354s	8	9	state	state	NOUN
4t64gm8354s	8	10	of	of	ADP
4t64gm8354s	8	11	the	the	DET
4t64gm8354s	8	12	art	art	NOUN
4t64gm8354s	8	13	in	in	ADP
4t64gm8354s	8	14	cross	cross	ADJ
4t64gm8354s	8	15	-	-	ADJ
4t64gm8354s	8	16	domain	domain	ADJ
4t64gm8354s	8	17	pad	pad	NOUN
4t64gm8354s	8	18	.	.	PUNCT
4t64gm8354s	9	1	finally	finally	ADV
4t64gm8354s	9	2	,	,	PUNCT
4t64gm8354s	9	3	gender	gender	NOUN
4t64gm8354s	9	4	prediction	prediction	NOUN
4t64gm8354s	9	5	based	base	VERB
4t64gm8354s	9	6	on	on	ADP
4t64gm8354s	9	7	iris	iris	NOUN
4t64gm8354s	9	8	images	image	NOUN
4t64gm8354s	9	9	is	be	AUX
4t64gm8354s	9	10	the	the	DET
4t64gm8354s	9	11	last	last	ADJ
4t64gm8354s	9	12	domain	domain	NOUN
4t64gm8354s	9	13	explored	explore	VERB
4t64gm8354s	9	14	.	.	PUNCT
4t64gm8354s	10	1	our	our	PRON
4t64gm8354s	10	2	study	study	NOUN
4t64gm8354s	10	3	shows	show	VERB
4t64gm8354s	10	4	that	that	SCONJ
4t64gm8354s	10	5	despite	despite	SCONJ
4t64gm8354s	10	6	an	an	DET
4t64gm8354s	10	7	optimistic	optimistic	ADJ
4t64gm8354s	10	8	trend	trend	NOUN
4t64gm8354s	10	9	in	in	ADP
4t64gm8354s	10	10	related	related	ADJ
4t64gm8354s	10	11	works	work	NOUN
4t64gm8354s	10	12	,	,	PUNCT
4t64gm8354s	10	13	the	the	DET
4t64gm8354s	10	14	actual	actual	ADJ
4t64gm8354s	10	15	potential	potential	NOUN
4t64gm8354s	10	16	of	of	ADP
4t64gm8354s	10	17	the	the	DET
4t64gm8354s	10	18	iris	iris	NOUN
4t64gm8354s	10	19	texture	texture	NOUN
4t64gm8354s	10	20	for	for	ADP
4t64gm8354s	10	21	gender	gender	NOUN
4t64gm8354s	10	22	discrimination	discrimination	NOUN
4t64gm8354s	10	23	is	be	AUX
4t64gm8354s	10	24	very	very	ADV
4t64gm8354s	10	25	limited	limited	ADJ
4t64gm8354s	10	26	,	,	PUNCT
4t64gm8354s	10	27	and	and	CCONJ
4t64gm8354s	10	28	most	most	ADJ
4t64gm8354s	10	29	of	of	ADP
4t64gm8354s	10	30	the	the	DET
4t64gm8354s	10	31	information	information	NOUN
4t64gm8354s	10	32	that	that	PRON
4t64gm8354s	10	33	is	be	AUX
4t64gm8354s	10	34	used	use	VERB
4t64gm8354s	10	35	in	in	ADP
4t64gm8354s	10	36	the	the	DET
4t64gm8354s	10	37	process	process	NOUN
4t64gm8354s	10	38	comes	come	VERB
4t64gm8354s	10	39	from	from	ADP
4t64gm8354s	10	40	surrounding	surround	VERB
4t64gm8354s	10	41	regions	region	NOUN
4t64gm8354s	10	42	.	.	PUNCT