id	sid	tid	token	lemma	pos
easat-7970	1	1	edelweiss	edelweiss	PROPN
easat-7970	1	2	applied	apply	VERB
easat-7970	1	3	science	science	NOUN
easat-7970	1	4	and	and	CCONJ
easat-7970	1	5	technology	technology	NOUN
easat-7970	1	6	issn	issn	PROPN
easat-7970	1	7	:	:	PUNCT
easat-7970	1	8	2576	2576	NUM
easat-7970	1	9	-	-	SYM
easat-7970	1	10	8484	8484	NUM
easat-7970	1	11	vol	vol	NOUN
easat-7970	1	12	.	.	PROPN
easat-7970	2	1	9	9	NUM
easat-7970	2	2	,	,	PUNCT
easat-7970	2	3	no	no	INTJ
easat-7970	2	4	.	.	NOUN
easat-7970	2	5	6	6	NUM
easat-7970	2	6	,	,	PUNCT
easat-7970	2	7	846	846	NUM
easat-7970	2	8	-	-	SYM
easat-7970	2	9	863	863	NUM
easat-7970	2	10	2025	2025	NUM
easat-7970	2	11	publisher	publisher	NOUN
easat-7970	2	12	:	:	PUNCT
easat-7970	2	13	learning	learn	VERB
easat-7970	2	14	gate	gate	NOUN
easat-7970	2	15	doi	doi	PROPN
easat-7970	2	16	:	:	PUNCT
easat-7970	2	17	10.55214/25768484.v9i6.7970	10.55214/25768484.v9i6.7970	NUM
easat-7970	2	18	©	©	PROPN
easat-7970	2	19	2025	2025	NUM
easat-7970	2	20	by	by	ADP
easat-7970	2	21	the	the	DET
easat-7970	2	22	authors	author	NOUN
easat-7970	2	23	;	;	PUNCT
easat-7970	2	24	licensee	licensee	PROPN
easat-7970	2	25	learning	learning	NOUN
easat-7970	2	26	gate	gate	NOUN
easat-7970	3	1	©	©	PROPN
easat-7970	3	2	2025	2025	NUM
easat-7970	3	3	by	by	ADP
easat-7970	3	4	the	the	DET
easat-7970	3	5	authors	author	NOUN
easat-7970	3	6	;	;	PUNCT
easat-7970	3	7	licensee	licensee	PROPN
easat-7970	3	8	learning	learning	NOUN
easat-7970	3	9	gate	gate	NOUN
easat-7970	3	10	history	history	NOUN
easat-7970	3	11	:	:	PUNCT
easat-7970	3	12	received	receive	VERB
easat-7970	3	13	:	:	PUNCT
easat-7970	3	14	31	31	NUM
easat-7970	3	15	march	march	NOUN
easat-7970	3	16	2025	2025	NUM
easat-7970	3	17	;	;	PUNCT
easat-7970	3	18	revised	revise	VERB
easat-7970	3	19	:	:	PUNCT
easat-7970	3	20	20	20	NUM
easat-7970	3	21	may	may	PROPN
easat-7970	3	22	2025	2025	NUM
easat-7970	3	23	;	;	PUNCT
easat-7970	3	24	accepted	accept	VERB
easat-7970	3	25	:	:	PUNCT
easat-7970	3	26	23	23	NUM
easat-7970	3	27	may	may	PROPN
easat-7970	3	28	2025	2025	NUM
easat-7970	3	29	;	;	PUNCT
easat-7970	3	30	published	publish	VERB
easat-7970	3	31	:	:	PUNCT
easat-7970	3	32	11	11	NUM
easat-7970	3	33	june	june	PROPN
easat-7970	3	34	2025	2025	NUM
easat-7970	3	35	*	*	PUNCT
easat-7970	3	36	correspondence	correspondence	NOUN
easat-7970	3	37	:	:	PUNCT
easat-7970	3	38	bendida@cuniv-naama.dz	bendida@cuniv-naama.dz	X
easat-7970	3	39	optimizing	optimize	VERB
easat-7970	3	40	data	datum	NOUN
easat-7970	3	41	quality	quality	NOUN
easat-7970	3	42	in	in	ADP
easat-7970	3	43	big	big	ADJ
easat-7970	3	44	data	datum	NOUN
easat-7970	3	45	through	through	ADP
easat-7970	3	46	unsupervised	unsupervised	ADJ
easat-7970	3	47	record	record	NOUN
easat-7970	3	48	linkage	linkage	NOUN
easat-7970	3	49	techniques	technique	NOUN
easat-7970	3	50	aissam	aissam	VERB
easat-7970	3	51	bendida1	bendida1	PROPN
easat-7970	3	52	*	*	PROPN
easat-7970	3	53	,	,	PUNCT
easat-7970	3	54	amar	amar	PROPN
easat-7970	3	55	bensaber	bensaber	PROPN
easat-7970	3	56	djamel2	djamel2	PROPN
easat-7970	3	57	,	,	PUNCT
easat-7970	3	58	réda	réda	PROPN
easat-7970	3	59	adjoudj3	adjoudj3	PROPN
easat-7970	3	60	,	,	PUNCT
easat-7970	3	61	yahia	yahia	PROPN
easat-7970	3	62	atig4	atig4	PROPN
easat-7970	4	1	1university	1university	NUM
easat-7970	4	2	of	of	ADP
easat-7970	4	3	sidi	sidi	NOUN
easat-7970	4	4	bel	bel	X
easat-7970	4	5	abbes	abbes	PROPN
easat-7970	4	6	(	(	PUNCT
easat-7970	4	7	eedis	eedi	NOUN
easat-7970	4	8	laboratory	laboratory	NOUN
easat-7970	4	9	)	)	PUNCT
easat-7970	4	10	,	,	PUNCT
easat-7970	4	11	algeria	algeria	PROPN
easat-7970	4	12	,	,	PUNCT
easat-7970	4	13	bendida@cuniv-naama.dz	bendida@cuniv-naama.dz	PROPN
easat-7970	4	14	/	/	SYM
easat-7970	4	15	aissam.bendida@gmail.com	aissam.bendida@gmail.com	X
easat-7970	4	16	(	(	PUNCT
easat-7970	4	17	a.b	a.b	PROPN
easat-7970	4	18	.	.	PROPN
easat-7970	4	19	)	)	PUNCT
easat-7970	5	1	2ecole	2ecole	NUM
easat-7970	5	2	superieure	superieure	NOUN
easat-7970	5	3	en	en	X
easat-7970	5	4	informatique	informatique	PROPN
easat-7970	5	5	(	(	PUNCT
easat-7970	5	6	labri	labri	PROPN
easat-7970	5	7	-	-	PUNCT
easat-7970	5	8	sba	sba	NOUN
easat-7970	5	9	laboratory	laboratory	NOUN
easat-7970	5	10	)	)	PUNCT
easat-7970	5	11	,	,	PUNCT
easat-7970	5	12	algeria	algeria	PROPN
easat-7970	5	13	,	,	PUNCT
easat-7970	5	14	d.amarbensaber@esi-sba.dz	d.amarbensaber@esi-sba.dz	ADJ
easat-7970	5	15	(	(	PUNCT
easat-7970	5	16	a.b.d	a.b.d	NOUN
easat-7970	5	17	.	.	PUNCT
easat-7970	5	18	)	)	PUNCT
easat-7970	6	1	3university	3university	NUM
easat-7970	6	2	of	of	ADP
easat-7970	6	3	sidi	sidi	NOUN
easat-7970	6	4	bel	bel	X
easat-7970	6	5	abbes	abbes	PROPN
easat-7970	6	6	(	(	PUNCT
easat-7970	6	7	eedis	eedi	NOUN
easat-7970	6	8	laboratory	laboratory	NOUN
easat-7970	6	9	)	)	PUNCT
easat-7970	6	10	,	,	PUNCT
easat-7970	6	11	algeria	algeria	PROPN
easat-7970	6	12	,	,	PUNCT
easat-7970	6	13	adjreda@yahoo.fr	adjreda@yahoo.fr	PROPN
easat-7970	6	14	(	(	PUNCT
easat-7970	6	15	r.a	r.a	PROPN
easat-7970	6	16	.	.	PROPN
easat-7970	6	17	)	)	PUNCT
easat-7970	7	1	4university	4university	PROPN
easat-7970	7	2	university	university	NOUN
easat-7970	7	3	centre	centre	NOUN
easat-7970	7	4	of	of	ADP
easat-7970	7	5	naama	naama	PROPN
easat-7970	7	6	(	(	PUNCT
easat-7970	7	7	department	department	NOUN
easat-7970	7	8	of	of	ADP
easat-7970	7	9	computer	computer	NOUN
easat-7970	7	10	science	science	NOUN
easat-7970	7	11	)	)	PUNCT
easat-7970	7	12	,	,	PUNCT
easat-7970	7	13	algeria	algeria	PROPN
easat-7970	7	14	,	,	PUNCT
easat-7970	7	15	atig@cuniv-naama.dz	atig@cuniv-naama.dz	PROPN
easat-7970	7	16	(	(	PUNCT
easat-7970	7	17	y.a	y.a	PROPN
easat-7970	7	18	.	.	PROPN
easat-7970	7	19	)	)	PUNCT
easat-7970	7	20	.	.	PUNCT
easat-7970	8	1	abstract	abstract	ADV
easat-7970	8	2	:	:	PUNCT
easat-7970	8	3	in	in	ADP
easat-7970	8	4	today	today	NOUN
easat-7970	8	5	's	's	PART
easat-7970	8	6	era	era	NOUN
easat-7970	8	7	of	of	ADP
easat-7970	8	8	big	big	ADJ
easat-7970	8	9	data	datum	NOUN
easat-7970	8	10	,	,	PUNCT
easat-7970	8	11	maintaining	maintain	VERB
easat-7970	8	12	high	high	ADJ
easat-7970	8	13	-	-	PUNCT
easat-7970	8	14	quality	quality	NOUN
easat-7970	8	15	data	datum	NOUN
easat-7970	8	16	is	be	AUX
easat-7970	8	17	crucial	crucial	ADJ
easat-7970	8	18	for	for	ADP
easat-7970	8	19	effective	effective	ADJ
easat-7970	8	20	data	datum	NOUN
easat-7970	8	21	management	management	NOUN
easat-7970	8	22	.	.	PUNCT
easat-7970	9	1	one	one	NUM
easat-7970	9	2	key	key	ADJ
easat-7970	9	3	aspect	aspect	NOUN
easat-7970	9	4	of	of	ADP
easat-7970	9	5	this	this	PRON
easat-7970	9	6	is	be	AUX
easat-7970	9	7	record	record	NOUN
easat-7970	9	8	linkage	linkage	NOUN
easat-7970	9	9	,	,	PUNCT
easat-7970	9	10	which	which	PRON
easat-7970	9	11	involves	involve	VERB
easat-7970	9	12	identifying	identify	VERB
easat-7970	9	13	,	,	PUNCT
easat-7970	9	14	comparing	compare	VERB
easat-7970	9	15	,	,	PUNCT
easat-7970	9	16	and	and	CCONJ
easat-7970	9	17	merging	merge	VERB
easat-7970	9	18	records	record	NOUN
easat-7970	9	19	from	from	ADP
easat-7970	9	20	different	different	ADJ
easat-7970	9	21	sources	source	NOUN
easat-7970	9	22	that	that	PRON
easat-7970	9	23	refer	refer	VERB
easat-7970	9	24	to	to	ADP
easat-7970	9	25	the	the	DET
easat-7970	9	26	same	same	ADJ
easat-7970	9	27	real	real	ADJ
easat-7970	9	28	-	-	PUNCT
easat-7970	9	29	world	world	NOUN
easat-7970	9	30	entity	entity	NOUN
easat-7970	9	31	.	.	PUNCT
easat-7970	10	1	however	however	ADV
easat-7970	10	2	,	,	PUNCT
easat-7970	10	3	traditional	traditional	ADJ
easat-7970	10	4	record	record	NOUN
easat-7970	10	5	linkage	linkage	NOUN
easat-7970	10	6	methods	method	NOUN
easat-7970	10	7	struggle	struggle	VERB
easat-7970	10	8	to	to	PART
easat-7970	10	9	keep	keep	VERB
easat-7970	10	10	up	up	ADP
easat-7970	10	11	with	with	ADP
easat-7970	10	12	the	the	DET
easat-7970	10	13	rapidly	rapidly	ADV
easat-7970	10	14	increasing	increase	VERB
easat-7970	10	15	volume	volume	NOUN
easat-7970	10	16	and	and	CCONJ
easat-7970	10	17	diversity	diversity	NOUN
easat-7970	10	18	of	of	ADP
easat-7970	10	19	data	datum	NOUN
easat-7970	10	20	.	.	PUNCT
easat-7970	11	1	these	these	DET
easat-7970	11	2	methods	method	NOUN
easat-7970	11	3	often	often	ADV
easat-7970	11	4	rely	rely	VERB
easat-7970	11	5	on	on	ADP
easat-7970	11	6	labeled	label	VERB
easat-7970	11	7	data	datum	NOUN
easat-7970	11	8	,	,	PUNCT
easat-7970	11	9	which	which	PRON
easat-7970	11	10	can	can	AUX
easat-7970	11	11	be	be	AUX
easat-7970	11	12	expensive	expensive	ADJ
easat-7970	11	13	and	and	CCONJ
easat-7970	11	14	difficult	difficult	ADJ
easat-7970	11	15	to	to	PART
easat-7970	11	16	obtain	obtain	VERB
easat-7970	11	17	.	.	PUNCT
easat-7970	12	1	to	to	PART
easat-7970	12	2	overcome	overcome	VERB
easat-7970	12	3	these	these	DET
easat-7970	12	4	challenges	challenge	NOUN
easat-7970	12	5	,	,	PUNCT
easat-7970	12	6	unsupervised	unsupervised	ADJ
easat-7970	12	7	blocking	blocking	NOUN
easat-7970	12	8	techniques	technique	NOUN
easat-7970	12	9	have	have	AUX
easat-7970	12	10	emerged	emerge	VERB
easat-7970	12	11	as	as	ADP
easat-7970	12	12	a	a	DET
easat-7970	12	13	promising	promising	ADJ
easat-7970	12	14	alternative	alternative	NOUN
easat-7970	12	15	,	,	PUNCT
easat-7970	12	16	allowing	allow	VERB
easat-7970	12	17	large	large	ADJ
easat-7970	12	18	-	-	PUNCT
easat-7970	12	19	scale	scale	NOUN
easat-7970	12	20	datasets	dataset	NOUN
easat-7970	12	21	to	to	PART
easat-7970	12	22	be	be	AUX
easat-7970	12	23	managed	manage	VERB
easat-7970	12	24	efficiently	efficiently	ADV
easat-7970	12	25	without	without	ADP
easat-7970	12	26	the	the	DET
easat-7970	12	27	need	need	NOUN
easat-7970	12	28	for	for	ADP
easat-7970	12	29	pre	pre	ADJ
easat-7970	12	30	-	-	ADJ
easat-7970	12	31	labeled	labeled	ADJ
easat-7970	12	32	data	datum	NOUN
easat-7970	12	33	.	.	PUNCT
easat-7970	13	1	in	in	ADP
easat-7970	13	2	this	this	DET
easat-7970	13	3	article	article	NOUN
easat-7970	13	4	,	,	PUNCT
easat-7970	13	5	we	we	PRON
easat-7970	13	6	introduce	introduce	VERB
easat-7970	13	7	a	a	DET
easat-7970	13	8	novel	novel	ADJ
easat-7970	13	9	approach	approach	NOUN
easat-7970	13	10	that	that	PRON
easat-7970	13	11	integrates	integrate	VERB
easat-7970	13	12	the	the	DET
easat-7970	13	13	firefly	firefly	NOUN
easat-7970	13	14	algorithm	algorithm	NOUN
easat-7970	13	15	for	for	ADP
easat-7970	13	16	optimized	optimize	VERB
easat-7970	13	17	feature	feature	NOUN
easat-7970	13	18	selection	selection	NOUN
easat-7970	13	19	,	,	PUNCT
easat-7970	13	20	locality	locality	NOUN
easat-7970	13	21	-	-	PUNCT
easat-7970	13	22	sensitive	sensitive	ADJ
easat-7970	13	23	hashing	hashing	NOUN
easat-7970	13	24	(	(	PUNCT
easat-7970	13	25	lsh	lsh	PROPN
easat-7970	13	26	)	)	PUNCT
easat-7970	13	27	for	for	ADP
easat-7970	13	28	dimensionality	dimensionality	NOUN
easat-7970	13	29	reduction	reduction	NOUN
easat-7970	13	30	,	,	PUNCT
easat-7970	13	31	and	and	CCONJ
easat-7970	13	32	length	length	NOUN
easat-7970	13	33	-	-	PUNCT
easat-7970	13	34	based	base	VERB
easat-7970	13	35	feature	feature	NOUN
easat-7970	13	36	weighting	weighting	NOUN
easat-7970	13	37	(	(	PUNCT
easat-7970	13	38	lfw	lfw	NOUN
easat-7970	13	39	)	)	PUNCT
easat-7970	13	40	for	for	ADP
easat-7970	13	41	improved	improved	ADJ
easat-7970	13	42	data	datum	NOUN
easat-7970	13	43	representation	representation	NOUN
easat-7970	13	44	.	.	PUNCT
easat-7970	14	1	our	our	PRON
easat-7970	14	2	methodology	methodology	NOUN
easat-7970	14	3	aims	aim	VERB
easat-7970	14	4	to	to	PART
easat-7970	14	5	enhance	enhance	VERB
easat-7970	14	6	both	both	DET
easat-7970	14	7	the	the	DET
easat-7970	14	8	accuracy	accuracy	NOUN
easat-7970	14	9	and	and	CCONJ
easat-7970	14	10	scalability	scalability	NOUN
easat-7970	14	11	of	of	ADP
easat-7970	14	12	record	record	NOUN
easat-7970	14	13	linkage	linkage	NOUN
easat-7970	14	14	in	in	ADP
easat-7970	14	15	big	big	ADJ
easat-7970	14	16	data	datum	NOUN
easat-7970	14	17	environments	environment	NOUN
easat-7970	14	18	.	.	PUNCT
easat-7970	15	1	experimental	experimental	ADJ
easat-7970	15	2	results	result	NOUN
easat-7970	15	3	show	show	VERB
easat-7970	15	4	that	that	SCONJ
easat-7970	15	5	our	our	PRON
easat-7970	15	6	approach	approach	NOUN
easat-7970	15	7	is	be	AUX
easat-7970	15	8	highly	highly	ADV
easat-7970	15	9	effective	effective	ADJ
easat-7970	15	10	,	,	PUNCT
easat-7970	15	11	demonstrating	demonstrate	VERB
easat-7970	15	12	its	its	PRON
easat-7970	15	13	potential	potential	NOUN
easat-7970	15	14	to	to	PART
easat-7970	15	15	significantly	significantly	ADV
easat-7970	15	16	improve	improve	VERB
easat-7970	15	17	data	datum	NOUN
easat-7970	15	18	quality	quality	NOUN
easat-7970	15	19	in	in	ADP
easat-7970	15	20	large	large	ADJ
easat-7970	15	21	-	-	PUNCT
easat-7970	15	22	scale	scale	NOUN
easat-7970	15	23	datasets	dataset	NOUN
easat-7970	15	24	.	.	PUNCT
easat-7970	16	1	keywords	keyword	NOUN
easat-7970	16	2	:	:	PUNCT
easat-7970	16	3	blocking	block	VERB
easat-7970	16	4	,	,	PUNCT
easat-7970	16	5	locality	locality	NOUN
easat-7970	16	6	-	-	PUNCT
easat-7970	16	7	sensitive	sensitive	ADJ
easat-7970	16	8	-	-	PUNCT
easat-7970	16	9	hashing	hashing	NOUN
easat-7970	16	10	,	,	PUNCT
easat-7970	16	11	firefly	firefly	NOUN
easat-7970	16	12	algorithm	algorithm	NOUN
easat-7970	16	13	,	,	PUNCT
easat-7970	16	14	length	length	NOUN
easat-7970	16	15	-	-	PUNCT
easat-7970	16	16	based	base	VERB
easat-7970	16	17	feature	feature	NOUN
easat-7970	16	18	weighting	weighting	NOUN
easat-7970	16	19	,	,	PUNCT
easat-7970	16	20	record	record	NOUN
easat-7970	16	21	linkage	linkage	NOUN
easat-7970	16	22	.	.	PUNCT
easat-7970	17	1	1	1	X
easat-7970	17	2	.	.	X
easat-7970	17	3	introduction	introduction	NOUN
easat-7970	17	4	effective	effective	ADJ
easat-7970	17	5	data	datum	NOUN
easat-7970	17	6	management	management	NOUN
easat-7970	17	7	largely	largely	ADV
easat-7970	17	8	depends	depend	VERB
easat-7970	17	9	on	on	ADP
easat-7970	17	10	the	the	DET
easat-7970	17	11	quality	quality	NOUN
easat-7970	17	12	of	of	ADP
easat-7970	17	13	the	the	DET
easat-7970	17	14	record	record	NOUN
easat-7970	17	15	linkage	linkage	NOUN
easat-7970	17	16	(	(	PUNCT
easat-7970	17	17	rl	rl	NOUN
easat-7970	17	18	)	)	PUNCT
easat-7970	17	19	process	process	NOUN
easat-7970	17	20	,	,	PUNCT
easat-7970	17	21	which	which	PRON
easat-7970	17	22	involves	involve	VERB
easat-7970	17	23	identifying	identify	VERB
easat-7970	17	24	,	,	PUNCT
easat-7970	17	25	comparing	compare	VERB
easat-7970	17	26	,	,	PUNCT
easat-7970	17	27	and	and	CCONJ
easat-7970	17	28	merging	merge	VERB
easat-7970	17	29	records	record	NOUN
easat-7970	17	30	originating	originate	VERB
easat-7970	17	31	from	from	ADP
easat-7970	17	32	multiple	multiple	ADJ
easat-7970	17	33	databases	database	NOUN
easat-7970	17	34	but	but	CCONJ
easat-7970	17	35	representing	represent	VERB
easat-7970	17	36	the	the	DET
easat-7970	17	37	same	same	ADJ
easat-7970	17	38	real	real	ADJ
easat-7970	17	39	-	-	PUNCT
easat-7970	17	40	world	world	NOUN
easat-7970	17	41	entity	entity	NOUN
easat-7970	17	42	(	(	PUNCT
easat-7970	17	43	see	see	VERB
easat-7970	17	44	figure	figure	NOUN
easat-7970	17	45	1	1	NUM
easat-7970	17	46	)	)	PUNCT
easat-7970	17	47	.	.	PUNCT
easat-7970	18	1	however	however	ADV
easat-7970	18	2	,	,	PUNCT
easat-7970	18	3	as	as	ADP
easat-7970	18	4	data	data	NOUN
easat-7970	18	5	volume	volume	NOUN
easat-7970	18	6	increases	increase	NOUN
easat-7970	18	7	,	,	PUNCT
easat-7970	18	8	the	the	DET
easat-7970	18	9	number	number	NOUN
easat-7970	18	10	of	of	ADP
easat-7970	18	11	record	record	NOUN
easat-7970	18	12	pairs	pair	NOUN
easat-7970	18	13	requiring	require	VERB
easat-7970	18	14	comparison	comparison	NOUN
easat-7970	18	15	grows	grow	VERB
easat-7970	18	16	exponentially	exponentially	ADV
easat-7970	18	17	,	,	PUNCT
easat-7970	18	18	making	make	VERB
easat-7970	18	19	the	the	DET
easat-7970	18	20	linkage	linkage	NOUN
easat-7970	18	21	process	process	NOUN
easat-7970	18	22	increasingly	increasingly	ADV
easat-7970	18	23	difficult	difficult	ADJ
easat-7970	18	24	and	and	CCONJ
easat-7970	18	25	computationally	computationally	ADV
easat-7970	18	26	expensive	expensive	ADJ
easat-7970	18	27	.	.	PUNCT
easat-7970	19	1	to	to	PART
easat-7970	19	2	address	address	VERB
easat-7970	19	3	this	this	DET
easat-7970	19	4	issue	issue	NOUN
easat-7970	19	5	,	,	PUNCT
easat-7970	19	6	an	an	DET
easat-7970	19	7	initial	initial	ADJ
easat-7970	19	8	step	step	NOUN
easat-7970	19	9	known	know	VERB
easat-7970	19	10	as	as	ADP
easat-7970	19	11	"	"	PUNCT
easat-7970	19	12	blocking	block	VERB
easat-7970	19	13	"	"	PUNCT
easat-7970	19	14	is	be	AUX
easat-7970	19	15	typically	typically	ADV
easat-7970	19	16	implemented	implement	VERB
easat-7970	19	17	prior	prior	ADV
easat-7970	19	18	to	to	ADP
easat-7970	19	19	the	the	DET
easat-7970	19	20	linkage	linkage	NOUN
easat-7970	19	21	stage	stage	NOUN
easat-7970	19	22	itself	itself	PRON
easat-7970	19	23	.	.	PUNCT
easat-7970	20	1	this	this	DET
easat-7970	20	2	preliminary	preliminary	ADJ
easat-7970	20	3	phase	phase	NOUN
easat-7970	20	4	significantly	significantly	ADV
easat-7970	20	5	reduces	reduce	VERB
easat-7970	20	6	the	the	DET
easat-7970	20	7	number	number	NOUN
easat-7970	20	8	of	of	ADP
easat-7970	20	9	comparisons	comparison	NOUN
easat-7970	20	10	by	by	ADP
easat-7970	20	11	grouping	group	VERB
easat-7970	20	12	similar	similar	ADJ
easat-7970	20	13	records	record	NOUN
easat-7970	20	14	into	into	ADP
easat-7970	20	15	separate	separate	ADJ
easat-7970	20	16	blocks	block	NOUN
easat-7970	20	17	,	,	PUNCT
easat-7970	20	18	thus	thus	ADV
easat-7970	20	19	simplifying	simplify	VERB
easat-7970	20	20	the	the	DET
easat-7970	20	21	linkage	linkage	NOUN
easat-7970	20	22	task	task	NOUN
easat-7970	20	23	and	and	CCONJ
easat-7970	20	24	making	make	VERB
easat-7970	20	25	it	it	PRON
easat-7970	20	26	practically	practically	ADV
easat-7970	20	27	feasible	feasible	ADJ
easat-7970	20	28	even	even	ADV
easat-7970	20	29	for	for	ADP
easat-7970	20	30	large	large	ADJ
easat-7970	20	31	-	-	PUNCT
easat-7970	20	32	scale	scale	NOUN
easat-7970	20	33	datasets	dataset	NOUN
easat-7970	20	34	[	[	X
easat-7970	20	35	1	1	NUM
easat-7970	20	36	]	]	PUNCT
easat-7970	20	37	.	.	PUNCT
easat-7970	21	1	https://orcid.org/0000-0002-2019-0636	https://orcid.org/0000-0002-2019-0636	VERB
easat-7970	21	2	https://orcid.org/0000-0001-7619-5076	https://orcid.org/0000-0001-7619-5076	ADJ
easat-7970	21	3	https://orcid.org/0000-0003-0771-4180	https://orcid.org/0000-0003-0771-4180	PROPN
easat-7970	21	4	847	847	NUM
easat-7970	21	5	edelweiss	edelweiss	PROPN
easat-7970	21	6	applied	apply	VERB
easat-7970	21	7	science	science	NOUN
easat-7970	21	8	and	and	CCONJ
easat-7970	21	9	technology	technology	NOUN
easat-7970	21	10	issn	issn	PROPN
easat-7970	21	11	:	:	PUNCT
easat-7970	21	12	2576	2576	NUM
easat-7970	21	13	-	-	SYM
easat-7970	21	14	8484	8484	NUM
easat-7970	21	15	vol	vol	NOUN
easat-7970	21	16	.	.	PROPN
easat-7970	22	1	9	9	NUM
easat-7970	22	2	,	,	PUNCT
easat-7970	22	3	no	no	INTJ
easat-7970	22	4	.	.	NOUN
easat-7970	23	1	6	6	NUM
easat-7970	23	2	:	:	SYM
easat-7970	23	3	846	846	NUM
easat-7970	23	4	-	-	SYM
easat-7970	23	5	863	863	NUM
easat-7970	23	6	,	,	PUNCT
easat-7970	23	7	2025	2025	NUM
easat-7970	23	8	doi	doi	NOUN
easat-7970	23	9	:	:	PUNCT
easat-7970	23	10	10.55214/25768484.v9i6.7970	10.55214/25768484.v9i6.7970	NUM
easat-7970	23	11	©	©	PROPN
easat-7970	23	12	2025	2025	NUM
easat-7970	23	13	by	by	ADP
easat-7970	23	14	the	the	DET
easat-7970	23	15	authors	author	NOUN
easat-7970	23	16	;	;	PUNCT
easat-7970	23	17	licensee	licensee	PROPN
easat-7970	23	18	learning	learn	VERB
easat-7970	23	19	gate	gate	NOUN
easat-7970	23	20	figure	figure	NOUN
easat-7970	23	21	1	1	NUM
easat-7970	23	22	.	.	PUNCT
easat-7970	24	1	a	a	DET
easat-7970	24	2	summary	summary	NOUN
easat-7970	24	3	of	of	ADP
easat-7970	24	4	the	the	DET
easat-7970	24	5	record	record	NOUN
easat-7970	24	6	linkage	linkage	NOUN
easat-7970	24	7	process	process	NOUN
easat-7970	24	8	[	[	X
easat-7970	24	9	2	2	NUM
easat-7970	24	10	]	]	PUNCT
easat-7970	24	11	.	.	PUNCT
easat-7970	25	1	he	he	PRON
easat-7970	25	2	the	the	DET
easat-7970	25	3	evaluation	evaluation	NOUN
easat-7970	25	4	of	of	ADP
easat-7970	25	5	record	record	NOUN
easat-7970	25	6	linkage	linkage	NOUN
easat-7970	25	7	methods	method	NOUN
easat-7970	25	8	,	,	PUNCT
easat-7970	25	9	including	include	VERB
easat-7970	25	10	those	those	PRON
easat-7970	25	11	based	base	VERB
easat-7970	25	12	on	on	ADP
easat-7970	25	13	unsupervised	unsupervised	ADJ
easat-7970	25	14	blocking	blocking	NOUN
easat-7970	25	15	,	,	PUNCT
easat-7970	25	16	relies	rely	VERB
easat-7970	25	17	on	on	ADP
easat-7970	25	18	several	several	ADJ
easat-7970	25	19	essential	essential	ADJ
easat-7970	25	20	metrics	metric	NOUN
easat-7970	25	21	.	.	PUNCT
easat-7970	26	1	among	among	ADP
easat-7970	26	2	these	these	PRON
easat-7970	26	3	,	,	PUNCT
easat-7970	26	4	the	the	DET
easat-7970	26	5	reduction	reduction	NOUN
easat-7970	26	6	ratio	ratio	NOUN
easat-7970	26	7	(	(	PUNCT
easat-7970	26	8	rr	rr	NOUN
easat-7970	26	9	)	)	PUNCT
easat-7970	26	10	measures	measure	VERB
easat-7970	26	11	the	the	DET
easat-7970	26	12	effectiveness	effectiveness	NOUN
easat-7970	26	13	in	in	ADP
easat-7970	26	14	reducing	reduce	VERB
easat-7970	26	15	the	the	DET
easat-7970	26	16	number	number	NOUN
easat-7970	26	17	of	of	ADP
easat-7970	26	18	comparisons	comparison	NOUN
easat-7970	26	19	made	make	VERB
easat-7970	26	20	,	,	PUNCT
easat-7970	26	21	while	while	SCONJ
easat-7970	26	22	pairs	pair	NOUN
easat-7970	26	23	completeness	completeness	NOUN
easat-7970	26	24	(	(	PUNCT
easat-7970	26	25	pc	pc	NOUN
easat-7970	26	26	)	)	PUNCT
easat-7970	26	27	assesses	assess	VERB
easat-7970	26	28	how	how	SCONJ
easat-7970	26	29	thoroughly	thoroughly	ADV
easat-7970	26	30	all	all	DET
easat-7970	26	31	relevant	relevant	ADJ
easat-7970	26	32	matches	match	NOUN
easat-7970	26	33	have	have	AUX
easat-7970	26	34	been	be	AUX
easat-7970	26	35	identified	identify	VERB
easat-7970	26	36	.	.	PUNCT
easat-7970	27	1	pairs	pair	NOUN
easat-7970	27	2	quality	quality	NOUN
easat-7970	27	3	(	(	PUNCT
easat-7970	27	4	pq	pq	NOUN
easat-7970	27	5	)	)	PUNCT
easat-7970	27	6	evaluates	evaluate	VERB
easat-7970	27	7	the	the	DET
easat-7970	27	8	accuracy	accuracy	NOUN
easat-7970	27	9	of	of	ADP
easat-7970	27	10	the	the	DET
easat-7970	27	11	process	process	NOUN
easat-7970	27	12	by	by	ADP
easat-7970	27	13	analyzing	analyze	VERB
easat-7970	27	14	the	the	DET
easat-7970	27	15	proportion	proportion	NOUN
easat-7970	27	16	of	of	ADP
easat-7970	27	17	correctly	correctly	ADV
easat-7970	27	18	matched	match	VERB
easat-7970	27	19	pairs	pair	NOUN
easat-7970	27	20	.	.	PUNCT
easat-7970	28	1	finally	finally	ADV
easat-7970	28	2	,	,	PUNCT
easat-7970	28	3	a	a	DET
easat-7970	28	4	common	common	ADJ
easat-7970	28	5	approach	approach	NOUN
easat-7970	28	6	to	to	PART
easat-7970	28	7	achieve	achieve	VERB
easat-7970	28	8	a	a	DET
easat-7970	28	9	balanced	balanced	ADJ
easat-7970	28	10	evaluation	evaluation	NOUN
easat-7970	28	11	is	be	AUX
easat-7970	28	12	to	to	PART
easat-7970	28	13	calculate	calculate	VERB
easat-7970	28	14	the	the	DET
easat-7970	28	15	harmonic	harmonic	ADJ
easat-7970	28	16	mean	mean	NOUN
easat-7970	28	17	between	between	ADP
easat-7970	28	18	rr	rr	PROPN
easat-7970	28	19	and	and	CCONJ
easat-7970	28	20	pc	pc	NOUN
easat-7970	28	21	,	,	PUNCT
easat-7970	28	22	thus	thus	ADV
easat-7970	28	23	providing	provide	VERB
easat-7970	28	24	an	an	DET
easat-7970	28	25	overall	overall	ADJ
easat-7970	28	26	measure	measure	NOUN
easat-7970	28	27	of	of	ADP
easat-7970	28	28	the	the	DET
easat-7970	28	29	record	record	NOUN
easat-7970	28	30	linkage	linkage	NOUN
easat-7970	28	31	performance	performance	NOUN
easat-7970	28	32	[	[	X
easat-7970	28	33	3	3	NUM
easat-7970	28	34	]	]	PUNCT
easat-7970	28	35	.	.	PUNCT
easat-7970	29	1	the	the	DET
easat-7970	29	2	performance	performance	NOUN
easat-7970	29	3	of	of	ADP
easat-7970	29	4	record	record	NOUN
easat-7970	29	5	linkage	linkage	NOUN
easat-7970	29	6	techniques	technique	NOUN
easat-7970	29	7	,	,	PUNCT
easat-7970	29	8	including	include	VERB
easat-7970	29	9	those	those	PRON
easat-7970	29	10	that	that	PRON
easat-7970	29	11	utilize	utilize	VERB
easat-7970	29	12	unsupervised	unsupervised	ADJ
easat-7970	29	13	blocking	blocking	NOUN
easat-7970	29	14	strategies	strategy	NOUN
easat-7970	29	15	,	,	PUNCT
easat-7970	29	16	is	be	AUX
easat-7970	29	17	commonly	commonly	ADV
easat-7970	29	18	evaluated	evaluate	VERB
easat-7970	29	19	using	use	VERB
easat-7970	29	20	several	several	ADJ
easat-7970	29	21	key	key	ADJ
easat-7970	29	22	metrics	metric	NOUN
easat-7970	29	23	:	:	PUNCT
easat-7970	29	24	•	•	NUM
easat-7970	29	25	reduction	reduction	NOUN
easat-7970	29	26	ratio	ratio	NOUN
easat-7970	29	27	(	(	PUNCT
easat-7970	29	28	rr	rr	PROPN
easat-7970	29	29	):	):	PUNCT
easat-7970	29	30	this	this	DET
easat-7970	29	31	metric	metric	NOUN
easat-7970	29	32	indicates	indicate	VERB
easat-7970	29	33	the	the	DET
easat-7970	29	34	efficiency	efficiency	NOUN
easat-7970	29	35	of	of	ADP
easat-7970	29	36	the	the	DET
easat-7970	29	37	blocking	blocking	NOUN
easat-7970	29	38	process	process	NOUN
easat-7970	29	39	by	by	ADP
easat-7970	29	40	measuring	measure	VERB
easat-7970	29	41	the	the	DET
easat-7970	29	42	reduction	reduction	NOUN
easat-7970	29	43	in	in	ADP
easat-7970	29	44	the	the	DET
easat-7970	29	45	total	total	ADJ
easat-7970	29	46	number	number	NOUN
easat-7970	29	47	of	of	ADP
easat-7970	29	48	comparisons	comparison	NOUN
easat-7970	29	49	.	.	PUNCT
easat-7970	30	1	it	it	PRON
easat-7970	30	2	is	be	AUX
easat-7970	30	3	calculated	calculate	VERB
easat-7970	30	4	using	use	VERB
easat-7970	30	5	equation	equation	NOUN
easat-7970	30	6	(	(	PUNCT
easat-7970	30	7	1	1	NUM
easat-7970	30	8	):	):	PUNCT
easat-7970	30	9	𝑅𝑅	𝑅𝑅	PROPN
easat-7970	30	10	=	=	SYM
easat-7970	31	1	1	1	NUM
easat-7970	31	2	−	−	NOUN
easat-7970	31	3	𝑁	𝑁	PROPN
easat-7970	31	4	|𝐴|∗|𝐵|	|𝐴|∗|𝐵|	PROPN
easat-7970	31	5	(	(	PUNCT
easat-7970	31	6	1	1	NUM
easat-7970	31	7	)	)	PUNCT
easat-7970	31	8	where	where	SCONJ
easat-7970	31	9	n	n	PRON
easat-7970	31	10	is	be	AUX
easat-7970	31	11	the	the	DET
easat-7970	31	12	number	number	NOUN
easat-7970	31	13	of	of	ADP
easat-7970	31	14	candidate	candidate	NOUN
easat-7970	31	15	record	record	NOUN
easat-7970	31	16	pairs	pair	NOUN
easat-7970	31	17	after	after	ADP
easat-7970	31	18	blocking	block	VERB
easat-7970	31	19	,	,	PUNCT
easat-7970	31	20	and	and	CCONJ
easat-7970	31	21	∣a∣×∣b∣	∣a∣×∣b∣	NOUN
easat-7970	31	22	represents	represent	VERB
easat-7970	31	23	the	the	DET
easat-7970	31	24	total	total	ADJ
easat-7970	31	25	possible	possible	ADJ
easat-7970	31	26	pairs	pair	NOUN
easat-7970	31	27	from	from	ADP
easat-7970	31	28	datasets	dataset	NOUN
easat-7970	31	29	a	a	PRON
easat-7970	31	30	and	and	CCONJ
easat-7970	31	31	b.	b.	NOUN
easat-7970	31	32	•	•	NOUN
easat-7970	31	33	pairs	pair	NOUN
easat-7970	31	34	completeness	completeness	NOUN
easat-7970	31	35	(	(	PUNCT
easat-7970	31	36	pc	pc	NOUN
easat-7970	31	37	):	):	PUNCT
easat-7970	31	38	pc	pc	NOUN
easat-7970	31	39	reflects	reflect	VERB
easat-7970	31	40	the	the	DET
easat-7970	31	41	ability	ability	NOUN
easat-7970	31	42	of	of	ADP
easat-7970	31	43	the	the	DET
easat-7970	31	44	method	method	NOUN
easat-7970	31	45	to	to	PART
easat-7970	31	46	retrieve	retrieve	VERB
easat-7970	31	47	all	all	DET
easat-7970	31	48	true	true	ADJ
easat-7970	31	49	matches	match	NOUN
easat-7970	31	50	.	.	PUNCT
easat-7970	32	1	it	it	PRON
easat-7970	32	2	is	be	AUX
easat-7970	32	3	expressed	express	VERB
easat-7970	32	4	(	(	PUNCT
easat-7970	32	5	2	2	NUM
easat-7970	32	6	)	)	PUNCT
easat-7970	32	7	as	as	ADP
easat-7970	32	8	:	:	PUNCT
easat-7970	32	9	𝑷𝑪	𝑷𝑪	NOUN
easat-7970	32	10	=	=	SYM
easat-7970	33	1	𝑵𝒎	𝑵𝒎	ADJ
easat-7970	33	2	|𝑴|	|𝑴|	NOUN
easat-7970	33	3	(	(	PUNCT
easat-7970	33	4	2	2	NUM
easat-7970	33	5	)	)	PUNCT
easat-7970	33	6	with	with	ADP
easat-7970	33	7	nm	nm	NOUN
easat-7970	33	8	denoting	denote	VERB
easat-7970	33	9	the	the	DET
easat-7970	33	10	number	number	NOUN
easat-7970	33	11	of	of	ADP
easat-7970	33	12	correctly	correctly	ADV
easat-7970	33	13	identified	identify	VERB
easat-7970	33	14	true	true	ADJ
easat-7970	33	15	matches	match	NOUN
easat-7970	33	16	,	,	PUNCT
easat-7970	33	17	and	and	CCONJ
easat-7970	33	18	∣m∣	∣m∣	VERB
easat-7970	33	19	the	the	DET
easat-7970	33	20	total	total	ADJ
easat-7970	33	21	number	number	NOUN
easat-7970	33	22	of	of	ADP
easat-7970	33	23	actual	actual	ADJ
easat-7970	33	24	matches	match	NOUN
easat-7970	33	25	in	in	ADP
easat-7970	33	26	the	the	DET
easat-7970	33	27	data	datum	NOUN
easat-7970	33	28	.	.	PUNCT
easat-7970	34	1	•	•	NUM
easat-7970	34	2	pairs	pair	NOUN
easat-7970	34	3	quality	quality	NOUN
easat-7970	34	4	(	(	PUNCT
easat-7970	34	5	pq	pq	INTJ
easat-7970	34	6	):	):	PUNCT
easat-7970	34	7	this	this	DET
easat-7970	34	8	metric	metric	ADJ
easat-7970	34	9	evaluates	evaluate	VERB
easat-7970	34	10	the	the	DET
easat-7970	34	11	precision	precision	NOUN
easat-7970	34	12	of	of	ADP
easat-7970	34	13	the	the	DET
easat-7970	34	14	blocking	blocking	NOUN
easat-7970	34	15	technique	technique	NOUN
easat-7970	34	16	by	by	ADP
easat-7970	34	17	determining	determine	VERB
easat-7970	34	18	the	the	DET
easat-7970	34	19	proportion	proportion	NOUN
easat-7970	34	20	of	of	ADP
easat-7970	34	21	correct	correct	ADJ
easat-7970	34	22	matches	match	NOUN
easat-7970	34	23	among	among	ADP
easat-7970	34	24	all	all	DET
easat-7970	34	25	proposed	propose	VERB
easat-7970	34	26	pairs	pair	NOUN
easat-7970	34	27	.	.	PUNCT
easat-7970	35	1	as	as	SCONJ
easat-7970	35	2	shown	show	VERB
easat-7970	35	3	in	in	ADP
easat-7970	35	4	equation	equation	NOUN
easat-7970	35	5	(	(	PUNCT
easat-7970	35	6	3	3	NUM
easat-7970	35	7	):	):	PUNCT
easat-7970	35	8	𝑃𝑄	𝑃𝑄	PROPN
easat-7970	35	9	=	=	SYM
easat-7970	35	10	𝑁𝑚	𝑁𝑚	ADP
easat-7970	35	11	𝑁	𝑁	PROPN
easat-7970	35	12	(	(	PUNCT
easat-7970	35	13	3	3	NUM
easat-7970	35	14	)	)	PUNCT
easat-7970	35	15	848	848	NUM
easat-7970	35	16	edelweiss	edelweiss	PROPN
easat-7970	35	17	applied	apply	VERB
easat-7970	35	18	science	science	NOUN
easat-7970	35	19	and	and	CCONJ
easat-7970	35	20	technology	technology	NOUN
easat-7970	35	21	issn	issn	PROPN
easat-7970	35	22	:	:	PUNCT
easat-7970	35	23	2576	2576	NUM
easat-7970	35	24	-	-	SYM
easat-7970	35	25	8484	8484	NUM
easat-7970	35	26	vol	vol	NOUN
easat-7970	35	27	.	.	PROPN
easat-7970	36	1	9	9	NUM
easat-7970	36	2	,	,	PUNCT
easat-7970	36	3	no	no	INTJ
easat-7970	36	4	.	.	NOUN
easat-7970	37	1	6	6	NUM
easat-7970	37	2	:	:	SYM
easat-7970	37	3	846	846	NUM
easat-7970	37	4	-	-	SYM
easat-7970	37	5	863	863	NUM
easat-7970	37	6	,	,	PUNCT
easat-7970	37	7	2025	2025	NUM
easat-7970	37	8	doi	doi	NOUN
easat-7970	37	9	:	:	PUNCT
easat-7970	37	10	10.55214/25768484.v9i6.7970	10.55214/25768484.v9i6.7970	NUM
easat-7970	37	11	©	©	PROPN
easat-7970	37	12	2025	2025	NUM
easat-7970	37	13	by	by	ADP
easat-7970	37	14	the	the	DET
easat-7970	37	15	authors	author	NOUN
easat-7970	37	16	;	;	PUNCT
easat-7970	37	17	licensee	licensee	PROPN
easat-7970	37	18	learning	learning	NOUN
easat-7970	37	19	gate	gate	NOUN
easat-7970	37	20	where	where	SCONJ
easat-7970	37	21	nm	nm	ADV
easat-7970	37	22	is	be	AUX
easat-7970	37	23	the	the	DET
easat-7970	37	24	number	number	NOUN
easat-7970	37	25	of	of	ADP
easat-7970	37	26	accurate	accurate	ADJ
easat-7970	37	27	matches	match	NOUN
easat-7970	37	28	and	and	CCONJ
easat-7970	37	29	nb	nb	NOUN
easat-7970	37	30	is	be	AUX
easat-7970	37	31	the	the	DET
easat-7970	37	32	total	total	ADJ
easat-7970	37	33	number	number	NOUN
easat-7970	37	34	of	of	ADP
easat-7970	37	35	pairs	pair	NOUN
easat-7970	37	36	generated	generate	VERB
easat-7970	37	37	postblocking	postblocke	VERB
easat-7970	37	38	.	.	PUNCT
easat-7970	38	1	to	to	PART
easat-7970	38	2	balance	balance	VERB
easat-7970	38	3	completeness	completeness	NOUN
easat-7970	38	4	and	and	CCONJ
easat-7970	38	5	efficiency	efficiency	NOUN
easat-7970	38	6	,	,	PUNCT
easat-7970	38	7	the	the	DET
easat-7970	38	8	harmonic	harmonic	ADJ
easat-7970	38	9	mean	mean	NOUN
easat-7970	38	10	of	of	ADP
easat-7970	38	11	rr	rr	NOUN
easat-7970	38	12	and	and	CCONJ
easat-7970	38	13	pc	pc	NOUN
easat-7970	38	14	is	be	AUX
easat-7970	38	15	often	often	ADV
easat-7970	38	16	used	use	VERB
easat-7970	38	17	as	as	ADP
easat-7970	38	18	a	a	DET
easat-7970	38	19	composite	composite	ADJ
easat-7970	38	20	score	score	NOUN
easat-7970	38	21	.	.	PUNCT
easat-7970	39	1	this	this	PRON
easat-7970	39	2	is	be	AUX
easat-7970	39	3	formally	formally	ADV
easat-7970	39	4	expressed	express	VERB
easat-7970	39	5	in	in	ADP
easat-7970	39	6	equation	equation	NOUN
easat-7970	39	7	(	(	PUNCT
easat-7970	39	8	4	4	NUM
easat-7970	39	9	):	):	PUNCT
easat-7970	39	10	𝐹𝑅𝑅,𝑃𝐶	𝐹𝑅𝑅,𝑃𝐶	NOUN
easat-7970	39	11	=	=	SYM
easat-7970	39	12	2	2	NUM
easat-7970	39	13	.𝑅𝑅	.𝑅𝑅	PUNCT
easat-7970	39	14	.𝑃𝐶	.𝑃𝐶	X
easat-7970	39	15	𝑅𝑅+𝑃𝐶	𝑅𝑅+𝑃𝐶	NUM
easat-7970	39	16	(	(	PUNCT
easat-7970	39	17	4	4	NUM
easat-7970	39	18	)	)	PUNCT
easat-7970	39	19	in	in	ADP
easat-7970	39	20	this	this	DET
easat-7970	39	21	article	article	NOUN
easat-7970	39	22	,	,	PUNCT
easat-7970	39	23	we	we	PRON
easat-7970	39	24	propose	propose	VERB
easat-7970	39	25	an	an	DET
easat-7970	39	26	unsupervised	unsupervised	ADJ
easat-7970	39	27	blocking	blocking	NOUN
easat-7970	39	28	method	method	NOUN
easat-7970	39	29	that	that	PRON
easat-7970	39	30	combines	combine	VERB
easat-7970	39	31	the	the	DET
easat-7970	39	32	firefly	firefly	NOUN
easat-7970	39	33	algorithm	algorithm	NOUN
easat-7970	40	1	[	[	X
easat-7970	40	2	4	4	X
easat-7970	40	3	]	]	PUNCT
easat-7970	40	4	for	for	ADP
easat-7970	40	5	feature	feature	NOUN
easat-7970	40	6	selection	selection	NOUN
easat-7970	40	7	,	,	PUNCT
easat-7970	40	8	locality	locality	NOUN
easat-7970	40	9	-	-	PUNCT
easat-7970	40	10	sensitive	sensitive	ADJ
easat-7970	40	11	hashing	hashing	NOUN
easat-7970	40	12	(	(	PUNCT
easat-7970	40	13	lsh	lsh	PROPN
easat-7970	40	14	)	)	PUNCT
easat-7970	41	1	[	[	X
easat-7970	41	2	5	5	NUM
easat-7970	41	3	]	]	PUNCT
easat-7970	41	4	for	for	ADP
easat-7970	41	5	dimensionality	dimensionality	NOUN
easat-7970	41	6	reduction	reduction	NOUN
easat-7970	41	7	,	,	PUNCT
easat-7970	41	8	and	and	CCONJ
easat-7970	41	9	length	length	NOUN
easat-7970	41	10	-	-	PUNCT
easat-7970	41	11	based	base	VERB
easat-7970	41	12	feature	feature	NOUN
easat-7970	41	13	weighting	weighting	NOUN
easat-7970	41	14	(	(	PUNCT
easat-7970	41	15	lfw	lfw	NOUN
easat-7970	41	16	)	)	PUNCT
easat-7970	42	1	[	[	X
easat-7970	42	2	6	6	NUM
easat-7970	42	3	]	]	PUNCT
easat-7970	42	4	for	for	ADP
easat-7970	42	5	improved	improved	ADJ
easat-7970	42	6	data	datum	NOUN
easat-7970	42	7	representation	representation	NOUN
easat-7970	42	8	.	.	PUNCT
easat-7970	43	1	our	our	PRON
easat-7970	43	2	approach	approach	NOUN
easat-7970	43	3	is	be	AUX
easat-7970	43	4	designed	design	VERB
easat-7970	43	5	to	to	PART
easat-7970	43	6	optimize	optimize	VERB
easat-7970	43	7	both	both	DET
easat-7970	43	8	the	the	DET
easat-7970	43	9	quality	quality	NOUN
easat-7970	43	10	and	and	CCONJ
easat-7970	43	11	efficiency	efficiency	NOUN
easat-7970	43	12	of	of	ADP
easat-7970	43	13	the	the	DET
easat-7970	43	14	record	record	NOUN
easat-7970	43	15	linkage	linkage	NOUN
easat-7970	43	16	process	process	NOUN
easat-7970	43	17	,	,	PUNCT
easat-7970	43	18	particularly	particularly	ADV
easat-7970	43	19	in	in	ADP
easat-7970	43	20	big	big	ADJ
easat-7970	43	21	data	datum	NOUN
easat-7970	43	22	environments	environment	NOUN
easat-7970	43	23	where	where	SCONJ
easat-7970	43	24	traditional	traditional	ADJ
easat-7970	43	25	methods	method	NOUN
easat-7970	43	26	face	face	VERB
easat-7970	43	27	limitations	limitation	NOUN
easat-7970	43	28	.	.	PUNCT
easat-7970	44	1	the	the	DET
easat-7970	44	2	remainder	remainder	NOUN
easat-7970	44	3	of	of	ADP
easat-7970	44	4	this	this	DET
easat-7970	44	5	article	article	NOUN
easat-7970	44	6	is	be	AUX
easat-7970	44	7	structured	structure	VERB
easat-7970	44	8	as	as	SCONJ
easat-7970	44	9	follows	follow	VERB
easat-7970	44	10	:	:	PUNCT
easat-7970	44	11	section	section	NOUN
easat-7970	44	12	2	2	NUM
easat-7970	44	13	provides	provide	VERB
easat-7970	44	14	a	a	DET
easat-7970	44	15	review	review	NOUN
easat-7970	44	16	of	of	ADP
easat-7970	44	17	related	related	ADJ
easat-7970	44	18	work	work	NOUN
easat-7970	44	19	,	,	PUNCT
easat-7970	44	20	highlighting	highlight	VERB
easat-7970	44	21	the	the	DET
easat-7970	44	22	limitations	limitation	NOUN
easat-7970	44	23	of	of	ADP
easat-7970	44	24	existing	exist	VERB
easat-7970	44	25	methods	method	NOUN
easat-7970	44	26	and	and	CCONJ
easat-7970	44	27	the	the	DET
easat-7970	44	28	need	need	NOUN
easat-7970	44	29	for	for	ADP
easat-7970	44	30	a	a	DET
easat-7970	44	31	more	more	ADV
easat-7970	44	32	effective	effective	ADJ
easat-7970	44	33	approach	approach	NOUN
easat-7970	44	34	.	.	PUNCT
easat-7970	45	1	section	section	NOUN
easat-7970	45	2	3	3	NUM
easat-7970	45	3	details	detail	NOUN
easat-7970	45	4	our	our	PRON
easat-7970	45	5	proposed	propose	VERB
easat-7970	45	6	methodology	methodology	NOUN
easat-7970	45	7	,	,	PUNCT
easat-7970	45	8	explaining	explain	VERB
easat-7970	45	9	the	the	DET
easat-7970	45	10	integration	integration	NOUN
easat-7970	45	11	of	of	ADP
easat-7970	45	12	the	the	DET
easat-7970	45	13	firefly	firefly	NOUN
easat-7970	45	14	algorithm	algorithm	PROPN
easat-7970	45	15	,	,	PUNCT
easat-7970	45	16	lsh	lsh	PROPN
easat-7970	45	17	,	,	PUNCT
easat-7970	45	18	and	and	CCONJ
easat-7970	45	19	lfw	lfw	NOUN
easat-7970	45	20	.	.	PUNCT
easat-7970	46	1	section	section	NOUN
easat-7970	46	2	4	4	NUM
easat-7970	46	3	presents	present	VERB
easat-7970	46	4	the	the	DET
easat-7970	46	5	experimental	experimental	ADJ
easat-7970	46	6	setup	setup	NOUN
easat-7970	46	7	and	and	CCONJ
easat-7970	46	8	results	result	NOUN
easat-7970	46	9	,	,	PUNCT
easat-7970	46	10	demonstrating	demonstrate	VERB
easat-7970	46	11	the	the	DET
easat-7970	46	12	effectiveness	effectiveness	NOUN
easat-7970	46	13	of	of	ADP
easat-7970	46	14	our	our	PRON
easat-7970	46	15	approach	approach	NOUN
easat-7970	46	16	.	.	PUNCT
easat-7970	47	1	finally	finally	ADV
easat-7970	47	2	,	,	PUNCT
easat-7970	47	3	section	section	NOUN
easat-7970	47	4	5	5	NUM
easat-7970	47	5	concludes	conclude	VERB
easat-7970	47	6	the	the	DET
easat-7970	47	7	article	article	NOUN
easat-7970	47	8	by	by	ADP
easat-7970	47	9	summarizing	summarize	VERB
easat-7970	47	10	our	our	PRON
easat-7970	47	11	contributions	contribution	NOUN
easat-7970	47	12	and	and	CCONJ
easat-7970	47	13	proposing	propose	VERB
easat-7970	47	14	future	future	ADJ
easat-7970	47	15	research	research	NOUN
easat-7970	47	16	directions	direction	NOUN
easat-7970	47	17	.	.	PUNCT
easat-7970	48	1	2	2	X
easat-7970	48	2	.	.	X
easat-7970	48	3	related	relate	VERB
easat-7970	48	4	work	work	NOUN
easat-7970	48	5	t	t	PROPN
easat-7970	48	6	record	record	NOUN
easat-7970	48	7	linkage	linkage	NOUN
easat-7970	48	8	has	have	AUX
easat-7970	48	9	been	be	AUX
easat-7970	48	10	extensively	extensively	ADV
easat-7970	48	11	studied	study	VERB
easat-7970	48	12	due	due	ADP
easat-7970	48	13	to	to	ADP
easat-7970	48	14	its	its	PRON
easat-7970	48	15	importance	importance	NOUN
easat-7970	48	16	in	in	ADP
easat-7970	48	17	data	data	NOUN
easat-7970	48	18	integration	integration	NOUN
easat-7970	48	19	and	and	CCONJ
easat-7970	48	20	consolidation	consolidation	NOUN
easat-7970	48	21	.	.	PUNCT
easat-7970	49	1	traditional	traditional	ADJ
easat-7970	49	2	methods	method	NOUN
easat-7970	49	3	can	can	AUX
easat-7970	49	4	be	be	AUX
easat-7970	49	5	broadly	broadly	ADV
easat-7970	49	6	categorized	categorize	VERB
easat-7970	49	7	into	into	ADP
easat-7970	49	8	supervised	supervised	ADJ
easat-7970	49	9	and	and	CCONJ
easat-7970	49	10	unsupervised	unsupervised	ADJ
easat-7970	49	11	approaches	approach	NOUN
easat-7970	49	12	.	.	PUNCT
easat-7970	50	1	supervised	supervised	ADJ
easat-7970	50	2	methods	method	NOUN
easat-7970	50	3	rely	rely	VERB
easat-7970	50	4	on	on	ADP
easat-7970	50	5	labeled	label	VERB
easat-7970	50	6	data	datum	NOUN
easat-7970	50	7	to	to	PART
easat-7970	50	8	train	train	VERB
easat-7970	50	9	a	a	DET
easat-7970	50	10	model	model	NOUN
easat-7970	50	11	capable	capable	ADJ
easat-7970	50	12	of	of	ADP
easat-7970	50	13	predicting	predict	VERB
easat-7970	50	14	whether	whether	SCONJ
easat-7970	50	15	two	two	NUM
easat-7970	50	16	records	record	NOUN
easat-7970	50	17	refer	refer	VERB
easat-7970	50	18	to	to	ADP
easat-7970	50	19	the	the	DET
easat-7970	50	20	same	same	ADJ
easat-7970	50	21	entity	entity	NOUN
easat-7970	50	22	[	[	X
easat-7970	50	23	7	7	NUM
easat-7970	50	24	-	-	SYM
easat-7970	50	25	9	9	NUM
easat-7970	50	26	]	]	PUNCT
easat-7970	50	27	.	.	PUNCT
easat-7970	51	1	these	these	DET
easat-7970	51	2	methods	method	NOUN
easat-7970	51	3	require	require	VERB
easat-7970	51	4	a	a	DET
easat-7970	51	5	careful	careful	ADJ
easat-7970	51	6	selection	selection	NOUN
easat-7970	51	7	of	of	ADP
easat-7970	51	8	blocking	block	VERB
easat-7970	51	9	predicates	predicate	NOUN
easat-7970	51	10	,	,	PUNCT
easat-7970	51	11	whose	whose	DET
easat-7970	51	12	combination	combination	NOUN
easat-7970	51	13	and	and	CCONJ
easat-7970	51	14	evaluation	evaluation	NOUN
easat-7970	51	15	directly	directly	ADV
easat-7970	51	16	impact	impact	VERB
easat-7970	51	17	the	the	DET
easat-7970	51	18	performance	performance	NOUN
easat-7970	51	19	of	of	ADP
easat-7970	51	20	the	the	DET
easat-7970	51	21	process	process	NOUN
easat-7970	51	22	.	.	PUNCT
easat-7970	52	1	while	while	SCONJ
easat-7970	52	2	effective	effective	ADJ
easat-7970	52	3	,	,	PUNCT
easat-7970	52	4	these	these	DET
easat-7970	52	5	methods	method	NOUN
easat-7970	52	6	are	be	AUX
easat-7970	52	7	limited	limit	VERB
easat-7970	52	8	by	by	ADP
easat-7970	52	9	their	their	PRON
easat-7970	52	10	dependence	dependence	NOUN
easat-7970	52	11	on	on	ADP
easat-7970	52	12	high	high	ADJ
easat-7970	52	13	-	-	PUNCT
easat-7970	52	14	quality	quality	NOUN
easat-7970	52	15	labeled	label	VERB
easat-7970	52	16	data	datum	NOUN
easat-7970	52	17	,	,	PUNCT
easat-7970	52	18	which	which	PRON
easat-7970	52	19	is	be	AUX
easat-7970	52	20	often	often	ADV
easat-7970	52	21	scarce	scarce	ADJ
easat-7970	52	22	and	and	CCONJ
easat-7970	52	23	expensive	expensive	ADJ
easat-7970	52	24	to	to	PART
easat-7970	52	25	obtain	obtain	VERB
easat-7970	52	26	.	.	PUNCT
easat-7970	53	1	additionally	additionally	ADV
easat-7970	53	2	,	,	PUNCT
easat-7970	53	3	supervised	supervised	ADJ
easat-7970	53	4	methods	method	NOUN
easat-7970	53	5	struggle	struggle	VERB
easat-7970	53	6	to	to	PART
easat-7970	53	7	scale	scale	VERB
easat-7970	53	8	to	to	ADP
easat-7970	53	9	large	large	ADJ
easat-7970	53	10	datasets	dataset	NOUN
easat-7970	53	11	with	with	ADP
easat-7970	53	12	multiple	multiple	ADJ
easat-7970	53	13	attributes	attribute	NOUN
easat-7970	53	14	,	,	PUNCT
easat-7970	53	15	and	and	CCONJ
easat-7970	53	16	they	they	PRON
easat-7970	53	17	require	require	VERB
easat-7970	53	18	manual	manual	ADJ
easat-7970	53	19	tuning	tuning	NOUN
easat-7970	53	20	of	of	ADP
easat-7970	53	21	parameters	parameter	NOUN
easat-7970	53	22	,	,	PUNCT
easat-7970	53	23	which	which	PRON
easat-7970	53	24	can	can	AUX
easat-7970	53	25	be	be	AUX
easat-7970	53	26	time	time	NOUN
easat-7970	53	27	-	-	PUNCT
easat-7970	53	28	consuming	consume	VERB
easat-7970	53	29	and	and	CCONJ
easat-7970	53	30	errorprone	errorprone	NOUN
easat-7970	53	31	.	.	PUNCT
easat-7970	54	1	in	in	ADP
easat-7970	54	2	contrast	contrast	NOUN
easat-7970	54	3	,	,	PUNCT
easat-7970	54	4	unsupervised	unsupervised	ADJ
easat-7970	54	5	blocking	blocking	NOUN
easat-7970	54	6	techniques	technique	NOUN
easat-7970	54	7	have	have	AUX
easat-7970	54	8	gained	gain	VERB
easat-7970	54	9	popularity	popularity	NOUN
easat-7970	54	10	due	due	ADP
easat-7970	54	11	to	to	ADP
easat-7970	54	12	their	their	PRON
easat-7970	54	13	ability	ability	NOUN
easat-7970	54	14	to	to	PART
easat-7970	54	15	handle	handle	VERB
easat-7970	54	16	large	large	ADJ
easat-7970	54	17	-	-	PUNCT
easat-7970	54	18	scale	scale	NOUN
easat-7970	54	19	datasets	dataset	NOUN
easat-7970	54	20	without	without	ADP
easat-7970	54	21	the	the	DET
easat-7970	54	22	need	need	NOUN
easat-7970	54	23	for	for	ADP
easat-7970	54	24	labeled	label	VERB
easat-7970	54	25	data	datum	NOUN
easat-7970	54	26	.	.	PUNCT
easat-7970	55	1	progress	progress	NOUN
easat-7970	55	2	in	in	ADP
easat-7970	55	3	this	this	DET
easat-7970	55	4	area	area	NOUN
easat-7970	55	5	has	have	AUX
easat-7970	55	6	been	be	AUX
easat-7970	55	7	advanced	advance	VERB
easat-7970	55	8	by	by	ADP
easat-7970	55	9	kejriwal	kejriwal	PROPN
easat-7970	55	10	and	and	CCONJ
easat-7970	55	11	miranker	miranker	NOUN
easat-7970	55	12	[	[	X
easat-7970	55	13	10	10	NUM
easat-7970	55	14	]	]	PUNCT
easat-7970	55	15	who	who	PRON
easat-7970	55	16	developed	develop	VERB
easat-7970	55	17	a	a	DET
easat-7970	55	18	method	method	NOUN
easat-7970	55	19	for	for	ADP
easat-7970	55	20	learning	learn	VERB
easat-7970	55	21	unsupervised	unsupervised	ADJ
easat-7970	55	22	blocking	block	VERB
easat-7970	55	23	schemes	scheme	NOUN
easat-7970	55	24	.	.	PUNCT
easat-7970	56	1	this	this	DET
easat-7970	56	2	method	method	NOUN
easat-7970	56	3	automatically	automatically	ADV
easat-7970	56	4	generates	generate	VERB
easat-7970	56	5	labeled	label	VERB
easat-7970	56	6	data	datum	NOUN
easat-7970	56	7	from	from	ADP
easat-7970	56	8	a	a	DET
easat-7970	56	9	target	target	NOUN
easat-7970	56	10	dataset	dataset	NOUN
easat-7970	56	11	,	,	PUNCT
easat-7970	56	12	leveraging	leverage	VERB
easat-7970	56	13	the	the	DET
easat-7970	56	14	potential	potential	NOUN
easat-7970	56	15	of	of	ADP
easat-7970	56	16	machine	machine	NOUN
easat-7970	56	17	learning	learn	VERB
easat-7970	56	18	to	to	PART
easat-7970	56	19	enhance	enhance	VERB
easat-7970	56	20	the	the	DET
easat-7970	56	21	accuracy	accuracy	NOUN
easat-7970	56	22	of	of	ADP
easat-7970	56	23	data	datum	NOUN
easat-7970	56	24	linkage	linkage	NOUN
easat-7970	56	25	.	.	PUNCT
easat-7970	57	1	their	their	PRON
easat-7970	57	2	process	process	NOUN
easat-7970	57	3	begins	begin	VERB
easat-7970	57	4	by	by	ADP
easat-7970	57	5	grouping	group	VERB
easat-7970	57	6	records	record	NOUN
easat-7970	57	7	that	that	PRON
easat-7970	57	8	share	share	VERB
easat-7970	57	9	similar	similar	ADJ
easat-7970	57	10	tokens	token	NOUN
easat-7970	57	11	,	,	PUNCT
easat-7970	57	12	thereby	thereby	ADV
easat-7970	57	13	forming	form	VERB
easat-7970	57	14	initial	initial	ADJ
easat-7970	57	15	clusters	cluster	NOUN
easat-7970	57	16	.	.	PUNCT
easat-7970	58	1	subsequently	subsequently	ADV
easat-7970	58	2	,	,	PUNCT
easat-7970	58	3	a	a	DET
easat-7970	58	4	predefined	predefine	VERB
easat-7970	58	5	window	window	NOUN
easat-7970	58	6	size	size	NOUN
easat-7970	58	7	is	be	AUX
easat-7970	58	8	iteratively	iteratively	ADV
easat-7970	58	9	moved	move	VERB
easat-7970	58	10	across	across	ADP
easat-7970	58	11	these	these	DET
easat-7970	58	12	clusters	cluster	NOUN
easat-7970	58	13	,	,	PUNCT
easat-7970	58	14	and	and	CCONJ
easat-7970	58	15	pairs	pair	NOUN
easat-7970	58	16	of	of	ADP
easat-7970	58	17	records	record	NOUN
easat-7970	58	18	within	within	ADP
easat-7970	58	19	this	this	DET
easat-7970	58	20	window	window	NOUN
easat-7970	58	21	are	be	AUX
easat-7970	58	22	assessed	assess	VERB
easat-7970	58	23	.	.	PUNCT
easat-7970	59	1	this	this	DET
easat-7970	59	2	assessment	assessment	NOUN
easat-7970	59	3	is	be	AUX
easat-7970	59	4	conducted	conduct	VERB
easat-7970	59	5	using	use	VERB
easat-7970	59	6	the	the	DET
easat-7970	59	7	term	term	NOUN
easat-7970	59	8	frequency	frequency	NOUN
easat-7970	59	9	–	–	PUNCT
easat-7970	59	10	inverse	inverse	ADJ
easat-7970	59	11	document	document	NOUN
easat-7970	59	12	frequency	frequency	NOUN
easat-7970	59	13	(	(	PUNCT
easat-7970	59	14	tf	tf	PROPN
easat-7970	59	15	-	-	PUNCT
easat-7970	59	16	idf	idf	NOUN
easat-7970	59	17	)	)	PUNCT
easat-7970	59	18	measure	measure	NOUN
easat-7970	59	19	[	[	X
easat-7970	59	20	11	11	NUM
easat-7970	59	21	]	]	PUNCT
easat-7970	59	22	widely	widely	ADV
easat-7970	59	23	recognized	recognize	VERB
easat-7970	59	24	for	for	ADP
easat-7970	59	25	its	its	PRON
easat-7970	59	26	ability	ability	NOUN
easat-7970	59	27	to	to	PART
easat-7970	59	28	assess	assess	VERB
easat-7970	59	29	the	the	DET
easat-7970	59	30	relevance	relevance	NOUN
easat-7970	59	31	of	of	ADP
easat-7970	59	32	words	word	NOUN
easat-7970	59	33	within	within	ADP
easat-7970	59	34	a	a	DET
easat-7970	59	35	text	text	NOUN
easat-7970	59	36	.	.	PUNCT
easat-7970	60	1	this	this	DET
easat-7970	60	2	technique	technique	NOUN
easat-7970	60	3	quantifies	quantify	VERB
easat-7970	60	4	the	the	DET
easat-7970	60	5	significance	significance	NOUN
easat-7970	60	6	of	of	ADP
easat-7970	60	7	terms	term	NOUN
easat-7970	60	8	within	within	ADP
easat-7970	60	9	a	a	DET
easat-7970	60	10	specific	specific	ADJ
easat-7970	60	11	context	context	NOUN
easat-7970	60	12	,	,	PUNCT
easat-7970	60	13	thus	thus	ADV
easat-7970	60	14	facilitating	facilitate	VERB
easat-7970	60	15	the	the	DET
easat-7970	60	16	accurate	accurate	ADJ
easat-7970	60	17	identification	identification	NOUN
easat-7970	60	18	of	of	ADP
easat-7970	60	19	matches	match	NOUN
easat-7970	60	20	between	between	ADP
easat-7970	60	21	records	record	NOUN
easat-7970	60	22	.	.	PUNCT
easat-7970	61	1	this	this	DET
easat-7970	61	2	approach	approach	NOUN
easat-7970	61	3	proves	prove	VERB
easat-7970	61	4	particularly	particularly	ADV
easat-7970	61	5	valuable	valuable	ADJ
easat-7970	61	6	for	for	ADP
easat-7970	61	7	efficiently	efficiently	ADV
easat-7970	61	8	processing	process	VERB
easat-7970	61	9	large	large	ADJ
easat-7970	61	10	volumes	volume	NOUN
easat-7970	61	11	of	of	ADP
easat-7970	61	12	data	datum	NOUN
easat-7970	61	13	while	while	SCONJ
easat-7970	61	14	minimizing	minimize	VERB
easat-7970	61	15	the	the	DET
easat-7970	61	16	need	need	NOUN
easat-7970	61	17	for	for	ADP
easat-7970	61	18	manual	manual	ADJ
easat-7970	61	19	intervention	intervention	NOUN
easat-7970	61	20	in	in	ADP
easat-7970	61	21	the	the	DET
easat-7970	61	22	data	data	NOUN
easat-7970	61	23	linkage	linkage	NOUN
easat-7970	61	24	process	process	NOUN
easat-7970	61	25	.	.	PUNCT
easat-7970	62	1	unsupervised	unsupervised	ADJ
easat-7970	62	2	blocking	blocking	NOUN
easat-7970	62	3	methods	method	NOUN
easat-7970	62	4	classify	classify	VERB
easat-7970	62	5	data	datum	NOUN
easat-7970	62	6	pairs	pair	NOUN
easat-7970	62	7	as	as	ADP
easat-7970	62	8	positive	positive	ADJ
easat-7970	62	9	or	or	CCONJ
easat-7970	62	10	negative	negative	ADJ
easat-7970	62	11	based	base	VERB
easat-7970	62	12	on	on	ADP
easat-7970	62	13	their	their	PRON
easat-7970	62	14	similarity	similarity	NOUN
easat-7970	62	15	score	score	NOUN
easat-7970	62	16	,	,	PUNCT
easat-7970	62	17	established	establish	VERB
easat-7970	62	18	against	against	ADP
easat-7970	62	19	specific	specific	ADJ
easat-7970	62	20	thresholds	threshold	NOUN
easat-7970	62	21	.	.	PUNCT
easat-7970	63	1	these	these	DET
easat-7970	63	2	classifications	classification	NOUN
easat-7970	63	3	are	be	AUX
easat-7970	63	4	used	use	VERB
easat-7970	63	5	to	to	PART
easat-7970	63	6	evaluate	evaluate	VERB
easat-7970	63	7	blocking	block	VERB
easat-7970	63	8	predicates	predicate	NOUN
easat-7970	63	9	through	through	ADP
easat-7970	63	10	the	the	DET
easat-7970	63	11	fisher	fisher	PROPN
easat-7970	63	12	score	score	NOUN
easat-7970	64	1	[	[	X
easat-7970	64	2	12	12	NUM
easat-7970	64	3	]	]	PUNCT
easat-7970	64	4	allowing	allow	VERB
easat-7970	64	5	for	for	ADP
easat-7970	64	6	effective	effective	ADJ
easat-7970	64	7	differentiation	differentiation	NOUN
easat-7970	64	8	without	without	ADP
easat-7970	64	9	the	the	DET
easat-7970	64	10	need	need	NOUN
easat-7970	64	11	for	for	ADP
easat-7970	64	12	pre	pre	ADJ
easat-7970	64	13	-	-	ADJ
easat-7970	64	14	labeled	labeled	ADJ
easat-7970	64	15	data	datum	NOUN
easat-7970	64	16	,	,	PUNCT
easat-7970	64	17	thereby	thereby	ADV
easat-7970	64	18	reducing	reduce	VERB
easat-7970	64	19	costs	cost	NOUN
easat-7970	64	20	and	and	CCONJ
easat-7970	64	21	labor	labor	NOUN
easat-7970	64	22	.	.	PUNCT
easat-7970	65	1	however	however	ADV
easat-7970	65	2	,	,	PUNCT
easat-7970	65	3	adjusting	adjust	VERB
easat-7970	65	4	parameters	parameter	NOUN
easat-7970	65	5	such	such	ADJ
easat-7970	65	6	as	as	ADP
easat-7970	65	7	window	window	NOUN
easat-7970	65	8	size	size	NOUN
easat-7970	65	9	,	,	PUNCT
easat-7970	65	10	the	the	DET
easat-7970	65	11	number	number	NOUN
easat-7970	65	12	of	of	ADP
easat-7970	65	13	pairs	pair	NOUN
easat-7970	65	14	to	to	PART
easat-7970	65	15	label	label	VERB
easat-7970	65	16	,	,	PUNCT
easat-7970	65	17	and	and	CCONJ
easat-7970	65	18	similarity	similarity	NOUN
easat-7970	65	19	thresholds	threshold	NOUN
easat-7970	65	20	is	be	AUX
easat-7970	65	21	crucial	crucial	ADJ
easat-7970	65	22	for	for	ADP
easat-7970	65	23	optimizing	optimize	VERB
easat-7970	65	24	system	system	NOUN
easat-7970	65	25	performance	performance	NOUN
easat-7970	65	26	.	.	PUNCT
easat-7970	66	1	the	the	DET
easat-7970	66	2	computational	computational	ADJ
easat-7970	66	3	load	load	NOUN
easat-7970	66	4	of	of	ADP
easat-7970	66	5	the	the	DET
easat-7970	66	6	automatic	automatic	ADJ
easat-7970	66	7	labeling	labeling	NOUN
easat-7970	66	8	process	process	NOUN
easat-7970	66	9	increases	increase	VERB
easat-7970	66	10	with	with	ADP
easat-7970	66	11	the	the	DET
easat-7970	66	12	dataset	dataset	NOUN
easat-7970	66	13	size	size	NOUN
easat-7970	66	14	,	,	PUNCT
easat-7970	66	15	which	which	PRON
easat-7970	66	16	may	may	AUX
easat-7970	66	17	limit	limit	VERB
easat-7970	66	18	the	the	DET
easat-7970	66	19	applicability	applicability	NOUN
easat-7970	66	20	of	of	ADP
easat-7970	66	21	this	this	DET
easat-7970	66	22	method	method	NOUN
easat-7970	66	23	in	in	ADP
easat-7970	66	24	contexts	contexts	NOUN
easat-7970	66	25	involving	involve	VERB
easat-7970	66	26	large	large	ADJ
easat-7970	66	27	and	and	CCONJ
easat-7970	66	28	complex	complex	ADJ
easat-7970	66	29	data	datum	NOUN
easat-7970	66	30	sets	set	NOUN
easat-7970	66	31	.	.	PUNCT
easat-7970	67	1	canopy	canopy	NOUN
easat-7970	67	2	clustering	cluster	VERB
easat-7970	67	3	[	[	X
easat-7970	67	4	8	8	NUM
easat-7970	67	5	,	,	PUNCT
easat-7970	67	6	13	13	NUM
easat-7970	67	7	-	-	SYM
easat-7970	67	8	16	16	NUM
easat-7970	67	9	]	]	PUNCT
easat-7970	67	10	involves	involve	VERB
easat-7970	67	11	creating	create	VERB
easat-7970	67	12	overlapping	overlap	VERB
easat-7970	67	13	clusters	cluster	NOUN
easat-7970	67	14	around	around	ADP
easat-7970	67	15	randomly	randomly	ADV
easat-7970	67	16	selected	select	VERB
easat-7970	67	17	centroids	centroid	NOUN
easat-7970	67	18	,	,	PUNCT
easat-7970	67	19	with	with	ADP
easat-7970	67	20	records	record	NOUN
easat-7970	67	21	grouped	group	VERB
easat-7970	67	22	according	accord	VERB
easat-7970	67	23	to	to	ADP
easat-7970	67	24	predefined	predefine	VERB
easat-7970	67	25	distance	distance	NOUN
easat-7970	67	26	thresholds	threshold	NOUN
easat-7970	67	27	.	.	PUNCT
easat-7970	68	1	the	the	DET
easat-7970	68	2	accuracy	accuracy	NOUN
easat-7970	68	3	of	of	ADP
easat-7970	68	4	selecting	select	VERB
easat-7970	68	5	849	849	NUM
easat-7970	68	6	edelweiss	edelweiss	PROPN
easat-7970	68	7	applied	apply	VERB
easat-7970	68	8	science	science	NOUN
easat-7970	68	9	and	and	CCONJ
easat-7970	68	10	technology	technology	NOUN
easat-7970	68	11	issn	issn	PROPN
easat-7970	68	12	:	:	PUNCT
easat-7970	68	13	2576	2576	NUM
easat-7970	68	14	-	-	SYM
easat-7970	68	15	8484	8484	NUM
easat-7970	68	16	vol	vol	NOUN
easat-7970	68	17	.	.	PROPN
easat-7970	68	18	9	9	NUM
easat-7970	68	19	,	,	PUNCT
easat-7970	68	20	no	no	INTJ
easat-7970	68	21	.	.	NOUN
easat-7970	68	22	6	6	NUM
easat-7970	68	23	:	:	SYM
easat-7970	68	24	846	846	NUM
easat-7970	68	25	-	-	SYM
easat-7970	68	26	863	863	NUM
easat-7970	68	27	,	,	PUNCT
easat-7970	68	28	2025	2025	NUM
easat-7970	68	29	doi	doi	NOUN
easat-7970	68	30	:	:	PUNCT
easat-7970	68	31	10.55214/25768484.v9i6.7970	10.55214/25768484.v9i6.7970	NUM
easat-7970	68	32	©	©	PROPN
easat-7970	68	33	2025	2025	NUM
easat-7970	68	34	by	by	ADP
easat-7970	68	35	the	the	DET
easat-7970	68	36	authors	author	NOUN
easat-7970	68	37	;	;	PUNCT
easat-7970	68	38	licensee	licensee	PROPN
easat-7970	68	39	learning	learn	VERB
easat-7970	68	40	gate	gate	NOUN
easat-7970	68	41	distance	distance	NOUN
easat-7970	68	42	thresholds	threshold	NOUN
easat-7970	68	43	and	and	CCONJ
easat-7970	68	44	the	the	DET
easat-7970	68	45	number	number	NOUN
easat-7970	68	46	of	of	ADP
easat-7970	68	47	centroids	centroid	NOUN
easat-7970	68	48	is	be	AUX
easat-7970	68	49	essential	essential	ADJ
easat-7970	68	50	for	for	ADP
easat-7970	68	51	ensuring	ensure	VERB
easat-7970	68	52	the	the	DET
easat-7970	68	53	effectiveness	effectiveness	NOUN
easat-7970	68	54	of	of	ADP
easat-7970	68	55	this	this	DET
easat-7970	68	56	method	method	NOUN
easat-7970	68	57	.	.	PUNCT
easat-7970	69	1	despite	despite	SCONJ
easat-7970	69	2	its	its	PRON
easat-7970	69	3	promise	promise	NOUN
easat-7970	69	4	,	,	PUNCT
easat-7970	69	5	this	this	DET
easat-7970	69	6	approach	approach	NOUN
easat-7970	69	7	may	may	AUX
easat-7970	69	8	present	present	VERB
easat-7970	69	9	practical	practical	ADJ
easat-7970	69	10	limitations	limitation	NOUN
easat-7970	69	11	depending	depend	VERB
easat-7970	69	12	on	on	ADP
easat-7970	69	13	the	the	DET
easat-7970	69	14	type	type	NOUN
easat-7970	69	15	of	of	ADP
easat-7970	69	16	data	datum	NOUN
easat-7970	69	17	used	use	VERB
easat-7970	69	18	.	.	PUNCT
easat-7970	70	1	canopy	canopy	NOUN
easat-7970	70	2	clustering	clustering	NOUN
easat-7970	70	3	,	,	PUNCT
easat-7970	70	4	when	when	SCONJ
easat-7970	70	5	properly	properly	ADV
easat-7970	70	6	set	set	VERB
easat-7970	70	7	up	up	ADP
easat-7970	70	8	,	,	PUNCT
easat-7970	70	9	can	can	AUX
easat-7970	70	10	be	be	AUX
easat-7970	70	11	more	more	ADV
easat-7970	70	12	effective	effective	ADJ
easat-7970	70	13	than	than	ADP
easat-7970	70	14	traditional	traditional	ADJ
easat-7970	70	15	blocking	blocking	NOUN
easat-7970	70	16	methods	method	NOUN
easat-7970	70	17	.	.	PUNCT
easat-7970	71	1	however	however	ADV
easat-7970	71	2	,	,	PUNCT
easat-7970	71	3	choosing	choose	VERB
easat-7970	71	4	the	the	DET
easat-7970	71	5	right	right	ADJ
easat-7970	71	6	distance	distance	NOUN
easat-7970	71	7	thresholds	threshold	NOUN
easat-7970	71	8	is	be	AUX
easat-7970	71	9	essential	essential	ADJ
easat-7970	71	10	because	because	SCONJ
easat-7970	71	11	too	too	ADV
easat-7970	71	12	broad	broad	ADJ
easat-7970	71	13	or	or	CCONJ
easat-7970	71	14	too	too	ADV
easat-7970	71	15	restrictive	restrictive	ADJ
easat-7970	71	16	thresholds	threshold	NOUN
easat-7970	71	17	can	can	AUX
easat-7970	71	18	adversely	adversely	ADV
easat-7970	71	19	affect	affect	VERB
easat-7970	71	20	recall	recall	NOUN
easat-7970	71	21	and	and	CCONJ
easat-7970	71	22	precision	precision	NOUN
easat-7970	71	23	rates	rate	NOUN
easat-7970	71	24	.	.	PUNCT
easat-7970	72	1	the	the	DET
easat-7970	72	2	authors	author	NOUN
easat-7970	72	3	of	of	ADP
easat-7970	72	4	fisher	fisher	PROPN
easat-7970	72	5	,	,	PUNCT
easat-7970	72	6	et	et	PROPN
easat-7970	72	7	al	al	PROPN
easat-7970	72	8	.	.	PUNCT
easat-7970	73	1	[	[	X
easat-7970	73	2	17	17	NUM
easat-7970	73	3	]	]	PUNCT
easat-7970	73	4	introduced	introduce	VERB
easat-7970	73	5	a	a	DET
easat-7970	73	6	clustering	clustering	ADJ
easat-7970	73	7	approach	approach	NOUN
easat-7970	73	8	that	that	PRON
easat-7970	73	9	uses	use	VERB
easat-7970	73	10	string	string	NOUN
easat-7970	73	11	similarity	similarity	NOUN
easat-7970	73	12	to	to	PART
easat-7970	73	13	regulate	regulate	VERB
easat-7970	73	14	block	block	NOUN
easat-7970	73	15	size	size	NOUN
easat-7970	73	16	,	,	PUNCT
easat-7970	73	17	aiming	aim	VERB
easat-7970	73	18	to	to	PART
easat-7970	73	19	find	find	VERB
easat-7970	73	20	the	the	DET
easat-7970	73	21	right	right	ADJ
easat-7970	73	22	balance	balance	NOUN
easat-7970	73	23	between	between	ADP
easat-7970	73	24	block	block	NOUN
easat-7970	73	25	quality	quality	NOUN
easat-7970	73	26	and	and	CCONJ
easat-7970	73	27	size	size	NOUN
easat-7970	73	28	to	to	PART
easat-7970	73	29	enhance	enhance	VERB
easat-7970	73	30	performance	performance	NOUN
easat-7970	73	31	.	.	PUNCT
easat-7970	74	1	moreover	moreover	ADV
easat-7970	74	2	,	,	PUNCT
easat-7970	74	3	the	the	DET
easat-7970	74	4	article	article	NOUN
easat-7970	74	5	o’hare	o’hare	VERB
easat-7970	74	6	,	,	PUNCT
easat-7970	74	7	et	et	PROPN
easat-7970	74	8	al	al	PROPN
easat-7970	74	9	.	.	PUNCT
easat-7970	75	1	[	[	X
easat-7970	75	2	1	1	X
easat-7970	75	3	]	]	PUNCT
easat-7970	75	4	discusses	discuss	VERB
easat-7970	75	5	an	an	DET
easat-7970	75	6	unsupervised	unsupervised	ADJ
easat-7970	75	7	blocking	blocking	NOUN
easat-7970	75	8	method	method	NOUN
easat-7970	75	9	that	that	PRON
easat-7970	75	10	simplifies	simplifie	NOUN
easat-7970	75	11	data	datum	NOUN
easat-7970	75	12	linkage	linkage	NOUN
easat-7970	75	13	by	by	ADP
easat-7970	75	14	automating	automate	VERB
easat-7970	75	15	the	the	DET
easat-7970	75	16	selection	selection	NOUN
easat-7970	75	17	and	and	CCONJ
easat-7970	75	18	weighting	weighting	NOUN
easat-7970	75	19	of	of	ADP
easat-7970	75	20	predicates	predicate	NOUN
easat-7970	75	21	.	.	PUNCT
easat-7970	76	1	yet	yet	ADV
easat-7970	76	2	,	,	PUNCT
easat-7970	76	3	this	this	DET
easat-7970	76	4	method	method	NOUN
easat-7970	76	5	might	might	AUX
easat-7970	76	6	struggle	struggle	VERB
easat-7970	76	7	with	with	ADP
easat-7970	76	8	generalizability	generalizability	NOUN
easat-7970	76	9	across	across	ADP
easat-7970	76	10	complex	complex	ADJ
easat-7970	76	11	data	datum	NOUN
easat-7970	76	12	sets	set	NOUN
easat-7970	76	13	and	and	CCONJ
easat-7970	76	14	lacks	lack	VERB
easat-7970	76	15	transparency	transparency	NOUN
easat-7970	76	16	in	in	ADP
easat-7970	76	17	its	its	PRON
easat-7970	76	18	processes	process	NOUN
easat-7970	76	19	,	,	PUNCT
easat-7970	76	20	which	which	PRON
easat-7970	76	21	could	could	AUX
easat-7970	76	22	make	make	VERB
easat-7970	76	23	understanding	understanding	NOUN
easat-7970	76	24	and	and	CCONJ
easat-7970	76	25	verifying	verify	VERB
easat-7970	76	26	the	the	DET
easat-7970	76	27	outcomes	outcome	NOUN
easat-7970	76	28	challenging	challenge	VERB
easat-7970	76	29	.	.	PUNCT
easat-7970	77	1	carefully	carefully	ADV
easat-7970	77	2	selecting	select	VERB
easat-7970	77	3	parameters	parameter	NOUN
easat-7970	77	4	is	be	AUX
easat-7970	77	5	vital	vital	ADJ
easat-7970	77	6	for	for	ADP
easat-7970	77	7	the	the	DET
easat-7970	77	8	success	success	NOUN
easat-7970	77	9	of	of	ADP
easat-7970	77	10	canopy	canopy	NOUN
easat-7970	77	11	clustering	cluster	VERB
easat-7970	77	12	,	,	PUNCT
easat-7970	77	13	necessitating	necessitate	VERB
easat-7970	77	14	focused	focus	VERB
easat-7970	77	15	attention	attention	NOUN
easat-7970	77	16	to	to	PART
easat-7970	77	17	ensure	ensure	VERB
easat-7970	77	18	accuracy	accuracy	NOUN
easat-7970	77	19	while	while	SCONJ
easat-7970	77	20	reducing	reduce	VERB
easat-7970	77	21	potential	potential	ADJ
easat-7970	77	22	biases	bias	NOUN
easat-7970	77	23	and	and	CCONJ
easat-7970	77	24	computational	computational	ADJ
easat-7970	77	25	demands	demand	NOUN
easat-7970	77	26	.	.	PUNCT
easat-7970	78	1	locality	locality	NOUN
easat-7970	78	2	-	-	PUNCT
easat-7970	78	3	sensitive	sensitive	ADJ
easat-7970	78	4	hashing	hashing	NOUN
easat-7970	78	5	[	[	X
easat-7970	78	6	18	18	NUM
easat-7970	78	7	,	,	PUNCT
easat-7970	78	8	19	19	NUM
easat-7970	78	9	]	]	PUNCT
easat-7970	78	10	is	be	AUX
easat-7970	78	11	a	a	DET
easat-7970	78	12	technique	technique	NOUN
easat-7970	78	13	that	that	PRON
easat-7970	78	14	groups	group	NOUN
easat-7970	78	15	similar	similar	ADJ
easat-7970	78	16	records	record	NOUN
easat-7970	78	17	together	together	ADV
easat-7970	78	18	using	use	VERB
easat-7970	78	19	hash	hash	NOUN
easat-7970	78	20	functions	function	NOUN
easat-7970	78	21	aligned	align	VERB
easat-7970	78	22	with	with	ADP
easat-7970	78	23	a	a	DET
easat-7970	78	24	particular	particular	ADJ
easat-7970	78	25	distance	distance	NOUN
easat-7970	78	26	metric	metric	NOUN
easat-7970	78	27	.	.	PUNCT
easat-7970	79	1	it	it	PRON
easat-7970	79	2	's	be	AUX
easat-7970	79	3	known	know	VERB
easat-7970	79	4	for	for	ADP
easat-7970	79	5	its	its	PRON
easat-7970	79	6	scalability	scalability	NOUN
easat-7970	79	7	and	and	CCONJ
easat-7970	79	8	has	have	VERB
easat-7970	79	9	a	a	DET
easat-7970	79	10	computational	computational	ADJ
easat-7970	79	11	complexity	complexity	NOUN
easat-7970	79	12	of	of	ADP
easat-7970	79	13	o	o	PROPN
easat-7970	79	14	(	(	PUNCT
easat-7970	79	15	n	n	CCONJ
easat-7970	79	16	)	)	PUNCT
easat-7970	79	17	,	,	PUNCT
easat-7970	79	18	but	but	CCONJ
easat-7970	79	19	it	it	PRON
easat-7970	79	20	does	do	AUX
easat-7970	79	21	require	require	VERB
easat-7970	79	22	a	a	DET
easat-7970	79	23	lot	lot	NOUN
easat-7970	79	24	of	of	ADP
easat-7970	79	25	memory	memory	NOUN
easat-7970	79	26	and	and	CCONJ
easat-7970	79	27	may	may	AUX
easat-7970	79	28	not	not	PART
easat-7970	79	29	perform	perform	VERB
easat-7970	79	30	well	well	ADV
easat-7970	79	31	with	with	ADP
easat-7970	79	32	datasets	dataset	NOUN
easat-7970	79	33	that	that	PRON
easat-7970	79	34	have	have	VERB
easat-7970	79	35	many	many	ADJ
easat-7970	79	36	duplicates	duplicate	NOUN
easat-7970	79	37	.	.	PUNCT
easat-7970	80	1	to	to	PART
easat-7970	80	2	address	address	VERB
easat-7970	80	3	these	these	DET
easat-7970	80	4	challenges	challenge	NOUN
easat-7970	80	5	,	,	PUNCT
easat-7970	80	6	several	several	ADJ
easat-7970	80	7	variations	variation	NOUN
easat-7970	80	8	like	like	ADP
easat-7970	80	9	fastmap	fastmap	NOUN
easat-7970	81	1	[	[	X
easat-7970	81	2	20	20	NUM
easat-7970	81	3	]	]	PUNCT
easat-7970	81	4	sparsemap	sparsemap	NOUN
easat-7970	81	5	[	[	X
easat-7970	81	6	21	21	NUM
easat-7970	81	7	]	]	X
easat-7970	81	8	metricmap	metricmap	NOUN
easat-7970	82	1	[	[	X
easat-7970	82	2	22	22	NUM
easat-7970	82	3	]	]	PUNCT
easat-7970	82	4	and	and	CCONJ
easat-7970	82	5	lsb	lsb	X
easat-7970	82	6	[	[	X
easat-7970	82	7	23	23	NUM
easat-7970	82	8	]	]	PUNCT
easat-7970	82	9	have	have	AUX
easat-7970	82	10	been	be	AUX
easat-7970	82	11	introduced	introduce	VERB
easat-7970	82	12	.	.	PUNCT
easat-7970	83	1	notably	notably	ADV
easat-7970	83	2	,	,	PUNCT
easat-7970	83	3	minhash	minhash	ADJ
easat-7970	83	4	lsh	lsh	PROPN
easat-7970	84	1	[	[	X
easat-7970	84	2	24	24	NUM
easat-7970	84	3	,	,	PUNCT
easat-7970	84	4	25	25	NUM
easat-7970	84	5	]	]	PUNCT
easat-7970	84	6	improves	improve	VERB
easat-7970	84	7	the	the	DET
easat-7970	84	8	estimation	estimation	NOUN
easat-7970	84	9	of	of	ADP
easat-7970	84	10	jaccard	jaccard	ADJ
easat-7970	84	11	similarity	similarity	NOUN
easat-7970	84	12	[	[	X
easat-7970	84	13	2	2	NUM
easat-7970	84	14	]	]	PUNCT
easat-7970	84	15	while	while	SCONJ
easat-7970	84	16	also	also	ADV
easat-7970	84	17	reducing	reduce	VERB
easat-7970	84	18	the	the	DET
easat-7970	84	19	amount	amount	NOUN
easat-7970	84	20	of	of	ADP
easat-7970	84	21	storage	storage	NOUN
easat-7970	84	22	needed	need	VERB
easat-7970	84	23	.	.	PUNCT
easat-7970	85	1	this	this	DET
easat-7970	85	2	approach	approach	NOUN
easat-7970	85	3	breaks	break	VERB
easat-7970	85	4	down	down	ADP
easat-7970	85	5	records	record	NOUN
easat-7970	85	6	into	into	ADP
easat-7970	85	7	k	k	NOUN
easat-7970	85	8	-	-	NOUN
easat-7970	85	9	shingles	shingle	NOUN
easat-7970	85	10	that	that	PRON
easat-7970	85	11	are	be	AUX
easat-7970	85	12	then	then	ADV
easat-7970	85	13	represented	represent	VERB
easat-7970	85	14	in	in	ADP
easat-7970	85	15	a	a	DET
easat-7970	85	16	sparse	sparse	ADJ
easat-7970	85	17	boolean	boolean	ADJ
easat-7970	85	18	matrix	matrix	NOUN
easat-7970	85	19	.	.	PUNCT
easat-7970	86	1	through	through	ADP
easat-7970	86	2	random	random	ADJ
easat-7970	86	3	permutations	permutation	NOUN
easat-7970	86	4	of	of	ADP
easat-7970	86	5	the	the	DET
easat-7970	86	6	matrix	matrix	NOUN
easat-7970	86	7	rows	row	NOUN
easat-7970	86	8	,	,	PUNCT
easat-7970	86	9	minhash	minhash	PROPN
easat-7970	86	10	lsh	lsh	PROPN
easat-7970	86	11	calculates	calculate	VERB
easat-7970	86	12	the	the	DET
easat-7970	86	13	jaccard	jaccard	ADJ
easat-7970	86	14	similarity	similarity	NOUN
easat-7970	86	15	,	,	PUNCT
easat-7970	86	16	creating	create	VERB
easat-7970	86	17	minhash	minhash	NOUN
easat-7970	86	18	signatures	signature	NOUN
easat-7970	86	19	that	that	PRON
easat-7970	86	20	help	help	VERB
easat-7970	86	21	efficiently	efficiently	ADV
easat-7970	86	22	cluster	cluster	NOUN
easat-7970	86	23	records	record	NOUN
easat-7970	86	24	by	by	ADP
easat-7970	86	25	their	their	PRON
easat-7970	86	26	similarity	similarity	NOUN
easat-7970	86	27	.	.	PUNCT
easat-7970	87	1	the	the	DET
easat-7970	87	2	success	success	NOUN
easat-7970	87	3	of	of	ADP
easat-7970	87	4	this	this	DET
easat-7970	87	5	technique	technique	NOUN
easat-7970	87	6	largely	largely	ADV
easat-7970	87	7	depends	depend	VERB
easat-7970	87	8	on	on	ADP
easat-7970	87	9	carefully	carefully	ADV
easat-7970	87	10	adjusting	adjust	VERB
easat-7970	87	11	parameters	parameter	NOUN
easat-7970	87	12	to	to	PART
easat-7970	87	13	balance	balance	VERB
easat-7970	87	14	speed	speed	NOUN
easat-7970	87	15	and	and	CCONJ
easat-7970	87	16	accuracy	accuracy	NOUN
easat-7970	87	17	effectively	effectively	ADV
easat-7970	87	18	.	.	PUNCT
easat-7970	88	1	the	the	DET
easat-7970	88	2	study	study	NOUN
easat-7970	88	3	in	in	ADP
easat-7970	88	4	cui	cui	NOUN
easat-7970	88	5	[	[	X
easat-7970	88	6	26	26	NUM
easat-7970	88	7	]	]	PUNCT
easat-7970	88	8	explores	explore	VERB
easat-7970	88	9	a	a	DET
easat-7970	88	10	two	two	NUM
easat-7970	88	11	-	-	PUNCT
easat-7970	88	12	level	level	NOUN
easat-7970	88	13	blocking	blocking	NOUN
easat-7970	88	14	method	method	NOUN
easat-7970	88	15	for	for	ADP
easat-7970	88	16	entity	entity	NOUN
easat-7970	88	17	resolution	resolution	NOUN
easat-7970	88	18	that	that	PRON
easat-7970	88	19	combines	combine	VERB
easat-7970	88	20	textual	textual	ADJ
easat-7970	88	21	similarity	similarity	NOUN
easat-7970	88	22	with	with	ADP
easat-7970	88	23	semantic	semantic	ADJ
easat-7970	88	24	constraints	constraint	NOUN
easat-7970	88	25	.	.	PUNCT
easat-7970	89	1	by	by	ADP
easat-7970	89	2	leveraging	leverage	VERB
easat-7970	89	3	locality	locality	NOUN
easat-7970	89	4	-	-	PUNCT
easat-7970	89	5	sensitive	sensitive	ADJ
easat-7970	89	6	hashing	hashing	NOUN
easat-7970	89	7	(	(	PUNCT
easat-7970	89	8	lsh	lsh	PROPN
easat-7970	89	9	)	)	PUNCT
easat-7970	89	10	and	and	CCONJ
easat-7970	89	11	a	a	DET
easat-7970	89	12	domain	domain	NOUN
easat-7970	89	13	tree	tree	NOUN
easat-7970	89	14	,	,	PUNCT
easat-7970	89	15	this	this	DET
easat-7970	89	16	approach	approach	NOUN
easat-7970	89	17	addresses	address	VERB
easat-7970	89	18	the	the	DET
easat-7970	89	19	limitations	limitation	NOUN
easat-7970	89	20	of	of	ADP
easat-7970	89	21	traditional	traditional	ADJ
easat-7970	89	22	methods	method	NOUN
easat-7970	89	23	,	,	PUNCT
easat-7970	89	24	offering	offer	VERB
easat-7970	89	25	both	both	DET
easat-7970	89	26	scalability	scalability	NOUN
easat-7970	89	27	and	and	CCONJ
easat-7970	89	28	accuracy	accuracy	NOUN
easat-7970	89	29	.	.	PUNCT
easat-7970	90	1	in	in	ADP
easat-7970	90	2	gionis	gionis	PROPN
easat-7970	90	3	,	,	PUNCT
easat-7970	90	4	et	et	PROPN
easat-7970	90	5	al	al	PROPN
easat-7970	90	6	.	.	PUNCT
easat-7970	91	1	[	[	X
easat-7970	91	2	18	18	NUM
easat-7970	91	3	]	]	PUNCT
easat-7970	91	4	the	the	DET
easat-7970	91	5	authors	author	NOUN
easat-7970	91	6	tackle	tackle	VERB
easat-7970	91	7	the	the	DET
easat-7970	91	8	challenge	challenge	NOUN
easat-7970	91	9	of	of	ADP
easat-7970	91	10	performing	perform	VERB
easat-7970	91	11	nearest	nearest	ADJ
easat-7970	91	12	-	-	PUNCT
easat-7970	91	13	neighbor	neighbor	NOUN
easat-7970	91	14	queries	query	NOUN
easat-7970	91	15	in	in	ADP
easat-7970	91	16	high	high	ADJ
easat-7970	91	17	-	-	PUNCT
easat-7970	91	18	dimensional	dimensional	ADJ
easat-7970	91	19	databases	database	NOUN
easat-7970	91	20	,	,	PUNCT
easat-7970	91	21	which	which	PRON
easat-7970	91	22	are	be	AUX
easat-7970	91	23	often	often	ADV
easat-7970	91	24	affected	affect	VERB
easat-7970	91	25	by	by	ADP
easat-7970	91	26	the	the	DET
easat-7970	91	27	"	"	PUNCT
easat-7970	91	28	curse	curse	NOUN
easat-7970	91	29	of	of	ADP
easat-7970	91	30	dimensionality	dimensionality	NOUN
easat-7970	91	31	.	.	PUNCT
easat-7970	91	32	"	"	PUNCT
easat-7970	92	1	to	to	PART
easat-7970	92	2	improve	improve	VERB
easat-7970	92	3	search	search	NOUN
easat-7970	92	4	efficiency	efficiency	NOUN
easat-7970	92	5	and	and	CCONJ
easat-7970	92	6	scalability	scalability	NOUN
easat-7970	92	7	,	,	PUNCT
easat-7970	92	8	they	they	PRON
easat-7970	92	9	propose	propose	VERB
easat-7970	92	10	a	a	DET
easat-7970	92	11	specialized	specialized	ADJ
easat-7970	92	12	hashing	hashing	NOUN
easat-7970	92	13	strategy	strategy	NOUN
easat-7970	92	14	.	.	PUNCT
easat-7970	93	1	the	the	DET
easat-7970	93	2	work	work	NOUN
easat-7970	93	3	in	in	ADP
easat-7970	93	4	karapiperis	karapiperis	NOUN
easat-7970	93	5	and	and	CCONJ
easat-7970	93	6	verykios	verykio	NOUN
easat-7970	93	7	[	[	X
easat-7970	93	8	27	27	NUM
easat-7970	93	9	]	]	PUNCT
easat-7970	93	10	introduces	introduce	VERB
easat-7970	93	11	the	the	DET
easat-7970	93	12	λ	λ	NOUN
easat-7970	93	13	-	-	ADJ
easat-7970	93	14	fold	fold	ADJ
easat-7970	93	15	redundant	redundant	ADJ
easat-7970	93	16	blocking	block	VERB
easat-7970	93	17	framework	framework	NOUN
easat-7970	93	18	,	,	PUNCT
easat-7970	93	19	which	which	PRON
easat-7970	93	20	applies	apply	VERB
easat-7970	93	21	lsh	lsh	PROPN
easat-7970	93	22	to	to	PART
easat-7970	93	23	identify	identify	VERB
easat-7970	93	24	pairs	pair	NOUN
easat-7970	93	25	of	of	ADP
easat-7970	93	26	anonymized	anonymize	VERB
easat-7970	93	27	records	record	NOUN
easat-7970	93	28	.	.	PUNCT
easat-7970	94	1	it	it	PRON
easat-7970	94	2	evaluates	evaluate	VERB
easat-7970	94	3	how	how	SCONJ
easat-7970	94	4	different	different	ADJ
easat-7970	94	5	hashing	hashing	NOUN
easat-7970	94	6	function	function	NOUN
easat-7970	94	7	families	family	NOUN
easat-7970	94	8	perform	perform	VERB
easat-7970	94	9	when	when	SCONJ
easat-7970	94	10	dealing	deal	VERB
easat-7970	94	11	with	with	ADP
easat-7970	94	12	anonymized	anonymize	VERB
easat-7970	94	13	data	datum	NOUN
easat-7970	94	14	and	and	CCONJ
easat-7970	94	15	their	their	PRON
easat-7970	94	16	ability	ability	NOUN
easat-7970	94	17	to	to	PART
easat-7970	94	18	preserve	preserve	VERB
easat-7970	94	19	distances	distance	NOUN
easat-7970	94	20	.	.	PUNCT
easat-7970	95	1	to	to	PART
easat-7970	95	2	further	far	ADV
easat-7970	95	3	enhance	enhance	VERB
easat-7970	95	4	security	security	NOUN
easat-7970	95	5	,	,	PUNCT
easat-7970	95	6	the	the	DET
easat-7970	95	7	study	study	NOUN
easat-7970	95	8	presents	present	VERB
easat-7970	95	9	a	a	DET
easat-7970	95	10	secure	secure	ADJ
easat-7970	95	11	multi	multi	ADJ
easat-7970	95	12	-	-	ADJ
easat-7970	95	13	party	party	ADJ
easat-7970	95	14	computation	computation	NOUN
easat-7970	95	15	(	(	PUNCT
easat-7970	95	16	smc	smc	PROPN
easat-7970	95	17	)	)	PUNCT
easat-7970	95	18	protocol	protocol	NOUN
easat-7970	95	19	that	that	PRON
easat-7970	95	20	allows	allow	VERB
easat-7970	95	21	safe	safe	ADJ
easat-7970	95	22	comparison	comparison	NOUN
easat-7970	95	23	of	of	ADP
easat-7970	95	24	record	record	NOUN
easat-7970	95	25	pairs	pair	NOUN
easat-7970	95	26	without	without	ADP
easat-7970	95	27	compromising	compromise	VERB
easat-7970	95	28	privacy	privacy	NOUN
easat-7970	95	29	.	.	PUNCT
easat-7970	96	1	in	in	ADP
easat-7970	96	2	karapiperis	karapiperis	NOUN
easat-7970	96	3	and	and	CCONJ
easat-7970	96	4	verykios	verykio	NOUN
easat-7970	96	5	[	[	X
easat-7970	96	6	27	27	NUM
easat-7970	96	7	]	]	PUNCT
easat-7970	96	8	the	the	DET
easat-7970	96	9	focus	focus	NOUN
easat-7970	96	10	is	be	AUX
easat-7970	96	11	on	on	ADP
easat-7970	96	12	iterative	iterative	NOUN
easat-7970	96	13	record	record	NOUN
easat-7970	96	14	linkage	linkage	NOUN
easat-7970	96	15	,	,	PUNCT
easat-7970	96	16	where	where	SCONJ
easat-7970	96	17	match	match	VERB
easat-7970	96	18	and	and	CCONJ
easat-7970	96	19	merge	merge	VERB
easat-7970	96	20	operations	operation	NOUN
easat-7970	96	21	are	be	AUX
easat-7970	96	22	repeated	repeat	VERB
easat-7970	96	23	until	until	ADP
easat-7970	96	24	convergence	convergence	NOUN
easat-7970	96	25	.	.	PUNCT
easat-7970	97	1	the	the	DET
easat-7970	97	2	proposed	propose	VERB
easat-7970	97	3	[	[	X
easat-7970	97	4	28	28	NUM
easat-7970	97	5	]	]	PUNCT
easat-7970	97	6	iterative	iterative	NOUN
easat-7970	97	7	locality	locality	NOUN
easat-7970	97	8	-	-	PUNCT
easat-7970	97	9	sensitive	sensitive	ADJ
easat-7970	97	10	hashing	hashing	NOUN
easat-7970	97	11	(	(	PUNCT
easat-7970	97	12	ilsh	ilsh	NOUN
easat-7970	97	13	)	)	PUNCT
easat-7970	97	14	technique	technique	NOUN
easat-7970	97	15	dynamically	dynamically	ADV
easat-7970	97	16	merges	merge	VERB
easat-7970	97	17	lsh	lsh	NOUN
easat-7970	97	18	-	-	PUNCT
easat-7970	97	19	based	base	VERB
easat-7970	97	20	hash	hash	NOUN
easat-7970	97	21	tables	table	NOUN
easat-7970	97	22	to	to	PART
easat-7970	97	23	improve	improve	VERB
easat-7970	97	24	blocking	block	VERB
easat-7970	97	25	efficiency	efficiency	NOUN
easat-7970	97	26	and	and	CCONJ
easat-7970	97	27	accuracy	accuracy	NOUN
easat-7970	97	28	.	.	PUNCT
easat-7970	98	1	additionally	additionally	ADV
easat-7970	98	2	,	,	PUNCT
easat-7970	98	3	a	a	DET
easat-7970	98	4	suite	suite	NOUN
easat-7970	98	5	of	of	ADP
easat-7970	98	6	record	record	NOUN
easat-7970	98	7	linkage	linkage	NOUN
easat-7970	98	8	algorithms	algorithm	NOUN
easat-7970	98	9	called	call	VERB
easat-7970	98	10	harra	harra	PROPN
easat-7970	98	11	(	(	PUNCT
easat-7970	98	12	hashed	hashed	ADJ
easat-7970	98	13	record	record	NOUN
easat-7970	98	14	linkage	linkage	NOUN
easat-7970	98	15	)	)	PUNCT
easat-7970	98	16	is	be	AUX
easat-7970	98	17	introduced	introduce	VERB
easat-7970	98	18	,	,	PUNCT
easat-7970	98	19	optimizing	optimize	VERB
easat-7970	98	20	performance	performance	NOUN
easat-7970	98	21	by	by	ADP
easat-7970	98	22	leveraging	leverage	VERB
easat-7970	98	23	dataset	dataset	NOUN
easat-7970	98	24	characteristics	characteristic	NOUN
easat-7970	98	25	.	.	PUNCT
easat-7970	99	1	the	the	DET
easat-7970	99	2	study	study	NOUN
easat-7970	99	3	in	in	ADP
easat-7970	99	4	simonini	simonini	NOUN
easat-7970	99	5	,	,	PUNCT
easat-7970	99	6	et	et	PROPN
easat-7970	99	7	al	al	PROPN
easat-7970	99	8	.	.	PUNCT
easat-7970	100	1	[	[	X
easat-7970	100	2	29	29	NUM
easat-7970	100	3	]	]	PUNCT
easat-7970	100	4	presents	present	NOUN
easat-7970	100	5	blast	blast	NOUN
easat-7970	100	6	,	,	PUNCT
easat-7970	100	7	an	an	DET
easat-7970	100	8	entity	entity	NOUN
easat-7970	100	9	resolution	resolution	NOUN
easat-7970	100	10	method	method	NOUN
easat-7970	100	11	that	that	PRON
easat-7970	100	12	integrates	integrate	VERB
easat-7970	100	13	"	"	PUNCT
easat-7970	100	14	loose	loose	ADJ
easat-7970	100	15	"	"	PUNCT
easat-7970	100	16	schema	schema	NOUN
easat-7970	100	17	information	information	NOUN
easat-7970	100	18	and	and	CCONJ
easat-7970	100	19	uses	use	VERB
easat-7970	100	20	lsh	lsh	PROPN
easat-7970	100	21	for	for	ADP
easat-7970	100	22	scalable	scalable	ADJ
easat-7970	100	23	processing	processing	NOUN
easat-7970	100	24	.	.	PUNCT
easat-7970	101	1	the	the	DET
easat-7970	101	2	approach	approach	NOUN
easat-7970	101	3	consists	consist	VERB
easat-7970	101	4	of	of	ADP
easat-7970	101	5	three	three	NUM
easat-7970	101	6	key	key	ADJ
easat-7970	101	7	phases	phase	NOUN
easat-7970	101	8	:	:	PUNCT
easat-7970	101	9	extracting	extract	VERB
easat-7970	101	10	schema	schema	NOUN
easat-7970	101	11	information	information	NOUN
easat-7970	101	12	,	,	PUNCT
easat-7970	101	13	schema	schema	NOUN
easat-7970	101	14	-	-	PUNCT
easat-7970	101	15	aware	aware	ADJ
easat-7970	101	16	blocking	blocking	NOUN
easat-7970	101	17	,	,	PUNCT
easat-7970	101	18	and	and	CCONJ
easat-7970	101	19	schema	schema	NOUN
easat-7970	101	20	-	-	PUNCT
easat-7970	101	21	aware	aware	ADJ
easat-7970	101	22	meta	meta	ADJ
easat-7970	101	23	-	-	PUNCT
easat-7970	101	24	blocking	blocking	NOUN
easat-7970	101	25	.	.	PUNCT
easat-7970	102	1	by	by	ADP
easat-7970	102	2	leveraging	leverage	VERB
easat-7970	102	3	attribute	attribute	NOUN
easat-7970	102	4	partitioning	partition	VERB
easat-7970	102	5	and	and	CCONJ
easat-7970	102	6	aggregate	aggregate	ADJ
easat-7970	102	7	entropy	entropy	NOUN
easat-7970	102	8	,	,	PUNCT
easat-7970	102	9	blast	blast	NOUN
easat-7970	102	10	enhances	enhance	VERB
easat-7970	102	11	traditional	traditional	ADJ
easat-7970	102	12	blocking	blocking	NOUN
easat-7970	102	13	methods	method	NOUN
easat-7970	102	14	and	and	CCONJ
easat-7970	102	15	improves	improve	VERB
easat-7970	102	16	the	the	DET
easat-7970	102	17	quality	quality	NOUN
easat-7970	102	18	of	of	ADP
easat-7970	102	19	generated	generate	VERB
easat-7970	102	20	blocks	block	NOUN
easat-7970	102	21	.	.	PUNCT
easat-7970	103	1	the	the	DET
easat-7970	103	2	research	research	NOUN
easat-7970	103	3	in	in	ADP
easat-7970	103	4	wang	wang	PROPN
easat-7970	103	5	,	,	PUNCT
easat-7970	103	6	et	et	PROPN
easat-7970	103	7	al	al	PROPN
easat-7970	103	8	.	.	PUNCT
easat-7970	104	1	[	[	X
easat-7970	104	2	25	25	NUM
easat-7970	104	3	]	]	PUNCT
easat-7970	104	4	introduces	introduce	VERB
easat-7970	104	5	a	a	DET
easat-7970	104	6	semantic	semantic	ADJ
easat-7970	104	7	-	-	PUNCT
easat-7970	104	8	aware	aware	ADJ
easat-7970	104	9	blocking	blocking	NOUN
easat-7970	104	10	framework	framework	NOUN
easat-7970	104	11	for	for	ADP
easat-7970	104	12	entity	entity	NOUN
easat-7970	104	13	resolution	resolution	NOUN
easat-7970	104	14	,	,	PUNCT
easat-7970	104	15	which	which	PRON
easat-7970	104	16	incorporates	incorporate	VERB
easat-7970	104	17	both	both	DET
easat-7970	104	18	textual	textual	ADJ
easat-7970	104	19	and	and	CCONJ
easat-7970	104	20	semantic	semantic	ADJ
easat-7970	104	21	features	feature	NOUN
easat-7970	104	22	through	through	ADP
easat-7970	104	23	lsh	lsh	PROPN
easat-7970	104	24	.	.	PUNCT
easat-7970	105	1	the	the	DET
easat-7970	105	2	study	study	NOUN
easat-7970	105	3	examines	examine	VERB
easat-7970	105	4	how	how	SCONJ
easat-7970	105	5	similarity	similarity	NOUN
easat-7970	105	6	metrics	metric	NOUN
easat-7970	105	7	perform	perform	VERB
easat-7970	105	8	across	across	ADP
easat-7970	105	9	lsh	lsh	PROPN
easat-7970	105	10	families	family	NOUN
easat-7970	105	11	and	and	CCONJ
easat-7970	105	12	explores	explore	VERB
easat-7970	105	13	the	the	DET
easat-7970	105	14	integration	integration	NOUN
easat-7970	105	15	of	of	ADP
easat-7970	105	16	semantic	semantic	ADJ
easat-7970	105	17	similarity	similarity	NOUN
easat-7970	105	18	across	across	ADP
easat-7970	105	19	different	different	ADJ
easat-7970	105	20	similarity	similarity	NOUN
easat-7970	105	21	spaces	space	NOUN
easat-7970	105	22	,	,	PUNCT
easat-7970	105	23	ultimately	ultimately	ADV
easat-7970	105	24	improving	improve	VERB
easat-7970	105	25	blocking	block	VERB
easat-7970	105	26	precision	precision	NOUN
easat-7970	105	27	.	.	PUNCT
easat-7970	106	1	850	850	NUM
easat-7970	106	2	edelweiss	edelweiss	PROPN
easat-7970	106	3	applied	apply	VERB
easat-7970	106	4	science	science	NOUN
easat-7970	106	5	and	and	CCONJ
easat-7970	106	6	technology	technology	NOUN
easat-7970	106	7	issn	issn	PROPN
easat-7970	106	8	:	:	PUNCT
easat-7970	106	9	2576	2576	NUM
easat-7970	106	10	-	-	SYM
easat-7970	106	11	8484	8484	NUM
easat-7970	106	12	vol	vol	NOUN
easat-7970	106	13	.	.	PROPN
easat-7970	107	1	9	9	NUM
easat-7970	107	2	,	,	PUNCT
easat-7970	107	3	no	no	INTJ
easat-7970	107	4	.	.	NOUN
easat-7970	108	1	6	6	NUM
easat-7970	108	2	:	:	SYM
easat-7970	108	3	846	846	NUM
easat-7970	108	4	-	-	SYM
easat-7970	108	5	863	863	NUM
easat-7970	108	6	,	,	PUNCT
easat-7970	108	7	2025	2025	NUM
easat-7970	108	8	doi	doi	NOUN
easat-7970	108	9	:	:	PUNCT
easat-7970	108	10	10.55214/25768484.v9i6.7970	10.55214/25768484.v9i6.7970	NUM
easat-7970	108	11	©	©	PROPN
easat-7970	108	12	2025	2025	NUM
easat-7970	108	13	by	by	ADP
easat-7970	108	14	the	the	DET
easat-7970	108	15	authors	author	NOUN
easat-7970	108	16	;	;	PUNCT
easat-7970	108	17	licensee	licensee	PROPN
easat-7970	108	18	learning	learn	VERB
easat-7970	108	19	gate	gate	NOUN
easat-7970	108	20	feature	feature	NOUN
easat-7970	108	21	selection	selection	NOUN
easat-7970	108	22	is	be	AUX
easat-7970	108	23	a	a	DET
easat-7970	108	24	fundamental	fundamental	ADJ
easat-7970	108	25	challenge	challenge	NOUN
easat-7970	108	26	in	in	ADP
easat-7970	108	27	record	record	NOUN
easat-7970	108	28	linkage	linkage	NOUN
easat-7970	108	29	,	,	PUNCT
easat-7970	108	30	as	as	SCONJ
easat-7970	108	31	it	it	PRON
easat-7970	108	32	aims	aim	VERB
easat-7970	108	33	to	to	PART
easat-7970	108	34	identify	identify	VERB
easat-7970	108	35	the	the	DET
easat-7970	108	36	optimal	optimal	ADJ
easat-7970	108	37	subset	subset	NOUN
easat-7970	108	38	of	of	ADP
easat-7970	108	39	variables	variable	NOUN
easat-7970	108	40	to	to	PART
easat-7970	108	41	enhance	enhance	VERB
easat-7970	108	42	the	the	DET
easat-7970	108	43	accuracy	accuracy	NOUN
easat-7970	108	44	and	and	CCONJ
easat-7970	108	45	efficiency	efficiency	NOUN
easat-7970	108	46	of	of	ADP
easat-7970	108	47	record	record	NOUN
easat-7970	108	48	matching	matching	NOUN
easat-7970	108	49	methods	method	NOUN
easat-7970	108	50	.	.	PUNCT
easat-7970	109	1	however	however	ADV
easat-7970	109	2	,	,	PUNCT
easat-7970	109	3	since	since	SCONJ
easat-7970	109	4	this	this	DET
easat-7970	109	5	problem	problem	NOUN
easat-7970	109	6	is	be	AUX
easat-7970	109	7	np	np	NOUN
easat-7970	109	8	-	-	PUNCT
easat-7970	109	9	hard	hard	ADJ
easat-7970	109	10	,	,	PUNCT
easat-7970	109	11	exact	exact	ADJ
easat-7970	109	12	methods	method	NOUN
easat-7970	109	13	quickly	quickly	ADV
easat-7970	109	14	become	become	VERB
easat-7970	109	15	impractical	impractical	ADJ
easat-7970	109	16	due	due	ADJ
easat-7970	109	17	to	to	ADP
easat-7970	109	18	their	their	PRON
easat-7970	109	19	high	high	ADJ
easat-7970	109	20	computational	computational	ADJ
easat-7970	109	21	complexity	complexity	NOUN
easat-7970	109	22	.	.	PUNCT
easat-7970	110	1	to	to	PART
easat-7970	110	2	address	address	VERB
easat-7970	110	3	this	this	DET
easat-7970	110	4	limitation	limitation	NOUN
easat-7970	110	5	,	,	PUNCT
easat-7970	110	6	research	research	NOUN
easat-7970	110	7	increasingly	increasingly	ADV
easat-7970	110	8	favors	favor	VERB
easat-7970	110	9	stochastic	stochastic	ADJ
easat-7970	110	10	approaches	approach	NOUN
easat-7970	110	11	,	,	PUNCT
easat-7970	110	12	particularly	particularly	ADV
easat-7970	110	13	heuristics	heuristic	NOUN
easat-7970	110	14	and	and	CCONJ
easat-7970	110	15	metaheuristics	metaheuristic	NOUN
easat-7970	110	16	,	,	PUNCT
easat-7970	110	17	which	which	PRON
easat-7970	110	18	provide	provide	VERB
easat-7970	110	19	effective	effective	ADJ
easat-7970	110	20	solutions	solution	NOUN
easat-7970	110	21	for	for	ADP
easat-7970	110	22	feature	feature	NOUN
easat-7970	110	23	selection	selection	NOUN
easat-7970	110	24	[	[	X
easat-7970	110	25	30	30	NUM
easat-7970	110	26	]	]	PUNCT
easat-7970	110	27	.	.	PUNCT
easat-7970	111	1	three	three	NUM
easat-7970	111	2	main	main	ADJ
easat-7970	111	3	strategies	strategy	NOUN
easat-7970	111	4	are	be	AUX
easat-7970	111	5	commonly	commonly	ADV
easat-7970	111	6	used	use	VERB
easat-7970	111	7	in	in	ADP
easat-7970	111	8	this	this	DET
easat-7970	111	9	context	context	NOUN
easat-7970	111	10	:	:	PUNCT
easat-7970	111	11	filter	filter	NOUN
easat-7970	111	12	,	,	PUNCT
easat-7970	111	13	hybrid	hybrid	NOUN
easat-7970	111	14	,	,	PUNCT
easat-7970	111	15	and	and	CCONJ
easat-7970	111	16	embedded	embed	VERB
easat-7970	111	17	approaches	approach	NOUN
easat-7970	111	18	[	[	X
easat-7970	111	19	31	31	NUM
easat-7970	111	20	]	]	PUNCT
easat-7970	111	21	.	.	PUNCT
easat-7970	112	1	various	various	ADJ
easat-7970	112	2	metaheuristic	metaheuristic	ADJ
easat-7970	112	3	techniques	technique	NOUN
easat-7970	112	4	have	have	AUX
easat-7970	112	5	been	be	AUX
easat-7970	112	6	explored	explore	VERB
easat-7970	112	7	to	to	PART
easat-7970	112	8	tackle	tackle	VERB
easat-7970	112	9	this	this	DET
easat-7970	112	10	challenge	challenge	NOUN
easat-7970	112	11	.	.	PUNCT
easat-7970	113	1	some	some	DET
easat-7970	113	2	studies	study	NOUN
easat-7970	113	3	focus	focus	VERB
easat-7970	113	4	on	on	ADP
easat-7970	113	5	using	use	VERB
easat-7970	113	6	a	a	DET
easat-7970	113	7	single	single	ADJ
easat-7970	113	8	metaheuristic	metaheuristic	NOUN
easat-7970	113	9	[	[	X
easat-7970	113	10	8	8	NUM
easat-7970	113	11	,	,	PUNCT
easat-7970	113	12	32	32	NUM
easat-7970	113	13	-	-	SYM
easat-7970	113	14	36	36	NUM
easat-7970	113	15	]	]	PUNCT
easat-7970	113	16	while	while	SCONJ
easat-7970	113	17	others	other	NOUN
easat-7970	113	18	combine	combine	VERB
easat-7970	113	19	multiple	multiple	ADJ
easat-7970	113	20	metaheuristic	metaheuristic	ADJ
easat-7970	113	21	techniques	technique	NOUN
easat-7970	114	1	[	[	X
easat-7970	114	2	37	37	NUM
easat-7970	114	3	-	-	SYM
easat-7970	114	4	43	43	NUM
easat-7970	114	5	]	]	PUNCT
easat-7970	114	6	to	to	PART
easat-7970	114	7	optimize	optimize	VERB
easat-7970	114	8	both	both	DET
easat-7970	114	9	exploration	exploration	NOUN
easat-7970	114	10	and	and	CCONJ
easat-7970	114	11	exploitation	exploitation	NOUN
easat-7970	114	12	in	in	ADP
easat-7970	114	13	the	the	DET
easat-7970	114	14	feature	feature	NOUN
easat-7970	114	15	selection	selection	NOUN
easat-7970	114	16	process	process	NOUN
easat-7970	114	17	.	.	PUNCT
easat-7970	115	1	in	in	ADP
easat-7970	115	2	this	this	DET
easat-7970	115	3	perspective	perspective	NOUN
easat-7970	115	4	,	,	PUNCT
easat-7970	115	5	study	study	VERB
easat-7970	115	6	abualigah	abualigah	NOUN
easat-7970	116	1	[	[	X
easat-7970	116	2	6	6	NUM
easat-7970	116	3	]	]	PUNCT
easat-7970	116	4	presents	present	VERB
easat-7970	116	5	a	a	DET
easat-7970	116	6	two	two	NUM
easat-7970	116	7	-	-	PUNCT
easat-7970	116	8	stage	stage	NOUN
easat-7970	116	9	text	text	NOUN
easat-7970	116	10	document	document	NOUN
easat-7970	116	11	clustering	clustering	NOUN
easat-7970	116	12	method	method	NOUN
easat-7970	116	13	.	.	PUNCT
easat-7970	117	1	the	the	DET
easat-7970	117	2	first	first	ADJ
easat-7970	117	3	stage	stage	NOUN
easat-7970	117	4	applies	apply	VERB
easat-7970	117	5	the	the	DET
easat-7970	117	6	particle	particle	NOUN
easat-7970	117	7	swarm	swarm	NOUN
easat-7970	117	8	optimization	optimization	NOUN
easat-7970	117	9	algorithm	algorithm	NOUN
easat-7970	117	10	to	to	PART
easat-7970	117	11	optimize	optimize	VERB
easat-7970	117	12	feature	feature	NOUN
easat-7970	117	13	selection	selection	NOUN
easat-7970	117	14	,	,	PUNCT
easat-7970	117	15	while	while	SCONJ
easat-7970	117	16	the	the	DET
easat-7970	117	17	second	second	ADJ
easat-7970	117	18	stage	stage	NOUN
easat-7970	117	19	incorporates	incorporate	VERB
easat-7970	117	20	several	several	ADJ
easat-7970	117	21	advanced	advanced	ADJ
easat-7970	117	22	versions	version	NOUN
easat-7970	117	23	of	of	ADP
easat-7970	117	24	the	the	DET
easat-7970	117	25	krill	krill	NOUN
easat-7970	117	26	swarm	swarm	NOUN
easat-7970	117	27	algorithm	algorithm	NOUN
easat-7970	117	28	to	to	PART
easat-7970	117	29	refine	refine	VERB
easat-7970	117	30	document	document	NOUN
easat-7970	117	31	clustering	clustering	NOUN
easat-7970	117	32	.	.	PUNCT
easat-7970	118	1	inspired	inspire	VERB
easat-7970	118	2	by	by	ADP
easat-7970	118	3	this	this	DET
easat-7970	118	4	approach	approach	NOUN
easat-7970	118	5	,	,	PUNCT
easat-7970	118	6	i	i	PRON
easat-7970	118	7	integrated	integrate	VERB
easat-7970	118	8	the	the	DET
easat-7970	118	9	first	first	ADJ
easat-7970	118	10	stage	stage	NOUN
easat-7970	118	11	into	into	ADP
easat-7970	118	12	my	my	PRON
easat-7970	118	13	own	own	ADJ
easat-7970	118	14	project	project	NOUN
easat-7970	118	15	to	to	PART
easat-7970	118	16	enhance	enhance	VERB
easat-7970	118	17	feature	feature	NOUN
easat-7970	118	18	selection	selection	NOUN
easat-7970	118	19	,	,	PUNCT
easat-7970	118	20	leveraging	leverage	VERB
easat-7970	118	21	its	its	PRON
easat-7970	118	22	results	result	NOUN
easat-7970	118	23	to	to	PART
easat-7970	118	24	develop	develop	VERB
easat-7970	118	25	a	a	DET
easat-7970	118	26	more	more	ADV
easat-7970	118	27	targeted	targeted	ADJ
easat-7970	118	28	and	and	CCONJ
easat-7970	118	29	effective	effective	ADJ
easat-7970	118	30	methodology	methodology	NOUN
easat-7970	118	31	.	.	PUNCT
easat-7970	119	1	to	to	PART
easat-7970	119	2	overcome	overcome	VERB
easat-7970	119	3	the	the	DET
easat-7970	119	4	limitations	limitation	NOUN
easat-7970	119	5	of	of	ADP
easat-7970	119	6	existing	exist	VERB
easat-7970	119	7	record	record	NOUN
easat-7970	119	8	linkage	linkage	NOUN
easat-7970	119	9	methodologies	methodology	NOUN
easat-7970	119	10	,	,	PUNCT
easat-7970	119	11	we	we	PRON
easat-7970	119	12	propose	propose	VERB
easat-7970	119	13	an	an	DET
easat-7970	119	14	integrated	integrated	ADJ
easat-7970	119	15	approach	approach	NOUN
easat-7970	119	16	combining	combine	VERB
easat-7970	119	17	unsupervised	unsupervised	ADJ
easat-7970	119	18	blocking	blocking	NOUN
easat-7970	119	19	techniques	technique	NOUN
easat-7970	119	20	,	,	PUNCT
easat-7970	119	21	the	the	DET
easat-7970	119	22	firefly	firefly	NOUN
easat-7970	119	23	algorithm	algorithm	NOUN
easat-7970	119	24	,	,	PUNCT
easat-7970	119	25	and	and	CCONJ
easat-7970	119	26	lsh	lsh	PROPN
easat-7970	119	27	.	.	PUNCT
easat-7970	120	1	this	this	DET
easat-7970	120	2	methodological	methodological	ADJ
easat-7970	120	3	synergy	synergy	NOUN
easat-7970	120	4	optimizes	optimize	VERB
easat-7970	120	5	feature	feature	NOUN
easat-7970	120	6	selection	selection	NOUN
easat-7970	120	7	while	while	SCONJ
easat-7970	120	8	improving	improve	VERB
easat-7970	120	9	clustering	clustering	NOUN
easat-7970	120	10	efficiency	efficiency	NOUN
easat-7970	120	11	,	,	PUNCT
easat-7970	120	12	offering	offer	VERB
easat-7970	120	13	a	a	DET
easat-7970	120	14	more	more	ADV
easat-7970	120	15	robust	robust	ADJ
easat-7970	120	16	and	and	CCONJ
easat-7970	120	17	scalable	scalable	ADJ
easat-7970	120	18	solution	solution	NOUN
easat-7970	120	19	.	.	PUNCT
easat-7970	121	1	by	by	ADP
easat-7970	121	2	enhancing	enhance	VERB
easat-7970	121	3	both	both	DET
easat-7970	121	4	accuracy	accuracy	NOUN
easat-7970	121	5	and	and	CCONJ
easat-7970	121	6	scalability	scalability	NOUN
easat-7970	121	7	,	,	PUNCT
easat-7970	121	8	our	our	PRON
easat-7970	121	9	approach	approach	NOUN
easat-7970	121	10	makes	make	VERB
easat-7970	121	11	a	a	DET
easat-7970	121	12	significant	significant	ADJ
easat-7970	121	13	contribution	contribution	NOUN
easat-7970	121	14	to	to	ADP
easat-7970	121	15	advancements	advancement	NOUN
easat-7970	121	16	in	in	ADP
easat-7970	121	17	the	the	DET
easat-7970	121	18	field	field	NOUN
easat-7970	121	19	of	of	ADP
easat-7970	121	20	record	record	NOUN
easat-7970	121	21	linkage	linkage	NOUN
easat-7970	121	22	.	.	PUNCT
easat-7970	122	1	3	3	X
easat-7970	122	2	.	.	X
easat-7970	122	3	research	research	NOUN
easat-7970	122	4	method	method	NOUN
easat-7970	122	5	our	our	PRON
easat-7970	122	6	proposed	propose	VERB
easat-7970	122	7	methodology	methodology	NOUN
easat-7970	122	8	consists	consist	VERB
easat-7970	122	9	of	of	ADP
easat-7970	122	10	three	three	NUM
easat-7970	122	11	main	main	ADJ
easat-7970	122	12	components	component	NOUN
easat-7970	122	13	:	:	PUNCT
easat-7970	122	14	feature	feature	NOUN
easat-7970	122	15	selection	selection	NOUN
easat-7970	122	16	using	use	VERB
easat-7970	122	17	the	the	DET
easat-7970	122	18	firefly	firefly	NOUN
easat-7970	122	19	algorithm	algorithm	NOUN
easat-7970	122	20	,	,	PUNCT
easat-7970	122	21	dimensionality	dimensionality	NOUN
easat-7970	122	22	reduction	reduction	NOUN
easat-7970	122	23	using	use	VERB
easat-7970	122	24	locality	locality	NOUN
easat-7970	122	25	-	-	PUNCT
easat-7970	122	26	sensitive	sensitive	ADJ
easat-7970	122	27	hashing	hashing	NOUN
easat-7970	122	28	(	(	PUNCT
easat-7970	122	29	lsh	lsh	PROPN
easat-7970	122	30	)	)	PUNCT
easat-7970	122	31	,	,	PUNCT
easat-7970	122	32	and	and	CCONJ
easat-7970	122	33	data	datum	NOUN
easat-7970	122	34	preprocessing	preprocessing	NOUN
easat-7970	122	35	using	use	VERB
easat-7970	122	36	length	length	NOUN
easat-7970	122	37	-	-	PUNCT
easat-7970	122	38	based	base	VERB
easat-7970	122	39	feature	feature	NOUN
easat-7970	122	40	weighting	weighting	NOUN
easat-7970	122	41	(	(	PUNCT
easat-7970	122	42	lfw	lfw	NOUN
easat-7970	122	43	)	)	PUNCT
easat-7970	122	44	.	.	PUNCT
easat-7970	123	1	the	the	DET
easat-7970	123	2	goal	goal	NOUN
easat-7970	123	3	is	be	AUX
easat-7970	123	4	to	to	PART
easat-7970	123	5	optimize	optimize	VERB
easat-7970	123	6	the	the	DET
easat-7970	123	7	record	record	NOUN
easat-7970	123	8	linkage	linkage	NOUN
easat-7970	123	9	process	process	NOUN
easat-7970	123	10	by	by	ADP
easat-7970	123	11	improving	improve	VERB
easat-7970	123	12	both	both	CCONJ
easat-7970	123	13	the	the	DET
easat-7970	123	14	accuracy	accuracy	NOUN
easat-7970	123	15	and	and	CCONJ
easat-7970	123	16	efficiency	efficiency	NOUN
easat-7970	123	17	of	of	ADP
easat-7970	123	18	blocking	block	VERB
easat-7970	123	19	.	.	PUNCT
easat-7970	124	1	the	the	DET
easat-7970	124	2	firefly	firefly	NOUN
easat-7970	124	3	algorithm	algorithm	NOUN
easat-7970	124	4	[	[	X
easat-7970	124	5	44	44	NUM
easat-7970	124	6	]	]	PUNCT
easat-7970	124	7	is	be	AUX
easat-7970	124	8	used	use	VERB
easat-7970	124	9	to	to	PART
easat-7970	124	10	identify	identify	VERB
easat-7970	124	11	relevant	relevant	ADJ
easat-7970	124	12	features	feature	NOUN
easat-7970	124	13	,	,	PUNCT
easat-7970	124	14	complemented	complement	VERB
easat-7970	124	15	by	by	ADP
easat-7970	124	16	the	the	DET
easat-7970	124	17	learning	learning	NOUN
easat-7970	124	18	feature	feature	NOUN
easat-7970	124	19	weighting	weighting	NOUN
easat-7970	124	20	(	(	PUNCT
easat-7970	124	21	lfw	lfw	NOUN
easat-7970	124	22	)	)	PUNCT
easat-7970	124	23	strategy	strategy	NOUN
easat-7970	125	1	[	[	X
easat-7970	125	2	6	6	NUM
easat-7970	125	3	]	]	PUNCT
easat-7970	125	4	to	to	PART
easat-7970	125	5	better	well	ADV
easat-7970	125	6	distinguish	distinguish	VERB
easat-7970	125	7	informative	informative	ADJ
easat-7970	125	8	attributes	attribute	NOUN
easat-7970	125	9	from	from	ADP
easat-7970	125	10	non	non	ADJ
easat-7970	125	11	-	-	ADJ
easat-7970	125	12	relevant	relevant	ADJ
easat-7970	125	13	elements	element	NOUN
easat-7970	125	14	.	.	PUNCT
easat-7970	126	1	to	to	PART
easat-7970	126	2	optimize	optimize	VERB
easat-7970	126	3	the	the	DET
easat-7970	126	4	blocking	blocking	NOUN
easat-7970	126	5	phase	phase	NOUN
easat-7970	126	6	,	,	PUNCT
easat-7970	126	7	we	we	PRON
easat-7970	126	8	integrate	integrate	VERB
easat-7970	126	9	locality	locality	NOUN
easat-7970	126	10	-	-	PUNCT
easat-7970	126	11	sensitive	sensitive	ADJ
easat-7970	126	12	hashing	hashing	NOUN
easat-7970	126	13	(	(	PUNCT
easat-7970	126	14	lsh	lsh	PROPN
easat-7970	126	15	)	)	PUNCT
easat-7970	127	1	[	[	X
easat-7970	127	2	45	45	NUM
easat-7970	127	3	]	]	PUNCT
easat-7970	127	4	reducing	reduce	VERB
easat-7970	127	5	the	the	DET
easat-7970	127	6	number	number	NOUN
easat-7970	127	7	of	of	ADP
easat-7970	127	8	required	require	VERB
easat-7970	127	9	comparisons	comparison	NOUN
easat-7970	127	10	while	while	SCONJ
easat-7970	127	11	improving	improve	VERB
easat-7970	127	12	the	the	DET
easat-7970	127	13	overall	overall	ADJ
easat-7970	127	14	accuracy	accuracy	NOUN
easat-7970	127	15	of	of	ADP
easat-7970	127	16	record	record	NOUN
easat-7970	127	17	linkage	linkage	NOUN
easat-7970	127	18	.	.	PUNCT
easat-7970	128	1	experiments	experiment	NOUN
easat-7970	128	2	conducted	conduct	VERB
easat-7970	128	3	on	on	ADP
easat-7970	128	4	medium	medium	ADJ
easat-7970	128	5	-	-	PUNCT
easat-7970	128	6	sized	sized	ADJ
easat-7970	128	7	datasets	dataset	NOUN
easat-7970	128	8	demonstrate	demonstrate	VERB
easat-7970	128	9	significant	significant	ADJ
easat-7970	128	10	improvements	improvement	NOUN
easat-7970	128	11	in	in	ADP
easat-7970	128	12	both	both	DET
easat-7970	128	13	speed	speed	NOUN
easat-7970	128	14	and	and	CCONJ
easat-7970	128	15	accuracy	accuracy	NOUN
easat-7970	128	16	.	.	PUNCT
easat-7970	129	1	designed	design	VERB
easat-7970	129	2	for	for	ADP
easat-7970	129	3	scalability	scalability	NOUN
easat-7970	129	4	,	,	PUNCT
easat-7970	129	5	our	our	PRON
easat-7970	129	6	approach	approach	NOUN
easat-7970	129	7	represents	represent	VERB
easat-7970	129	8	a	a	DET
easat-7970	129	9	significant	significant	ADJ
easat-7970	129	10	advancement	advancement	NOUN
easat-7970	129	11	in	in	ADP
easat-7970	129	12	record	record	NOUN
easat-7970	129	13	linkage	linkage	NOUN
easat-7970	129	14	optimization	optimization	NOUN
easat-7970	129	15	and	and	CCONJ
easat-7970	129	16	its	its	PRON
easat-7970	129	17	large	large	ADJ
easat-7970	129	18	-	-	PUNCT
easat-7970	129	19	scale	scale	NOUN
easat-7970	129	20	application(figure	application(figure	NOUN
easat-7970	129	21	2	2	NUM
easat-7970	129	22	)	)	PUNCT
easat-7970	129	23	.	.	PUNCT
easat-7970	130	1	851	851	NUM
easat-7970	130	2	edelweiss	edelweiss	PROPN
easat-7970	130	3	applied	apply	VERB
easat-7970	130	4	science	science	NOUN
easat-7970	130	5	and	and	CCONJ
easat-7970	130	6	technology	technology	NOUN
easat-7970	130	7	issn	issn	PROPN
easat-7970	130	8	:	:	PUNCT
easat-7970	130	9	2576	2576	NUM
easat-7970	130	10	-	-	SYM
easat-7970	130	11	8484	8484	NUM
easat-7970	130	12	vol	vol	NOUN
easat-7970	130	13	.	.	PROPN
easat-7970	131	1	9	9	NUM
easat-7970	131	2	,	,	PUNCT
easat-7970	131	3	no	no	INTJ
easat-7970	131	4	.	.	NOUN
easat-7970	132	1	6	6	NUM
easat-7970	132	2	:	:	SYM
easat-7970	132	3	846	846	NUM
easat-7970	132	4	-	-	SYM
easat-7970	132	5	863	863	NUM
easat-7970	132	6	,	,	PUNCT
easat-7970	132	7	2025	2025	NUM
easat-7970	132	8	doi	doi	NOUN
easat-7970	132	9	:	:	PUNCT
easat-7970	132	10	10.55214/25768484.v9i6.7970	10.55214/25768484.v9i6.7970	NUM
easat-7970	132	11	©	©	PROPN
easat-7970	132	12	2025	2025	NUM
easat-7970	132	13	by	by	ADP
easat-7970	132	14	the	the	DET
easat-7970	132	15	authors	author	NOUN
easat-7970	132	16	;	;	PUNCT
easat-7970	132	17	licensee	licensee	PROPN
easat-7970	132	18	learning	learn	VERB
easat-7970	132	19	gate	gate	NOUN
easat-7970	132	20	figure	figure	NOUN
easat-7970	132	21	2	2	NUM
easat-7970	132	22	.	.	PUNCT
easat-7970	133	1	our	our	PRON
easat-7970	133	2	general	general	ADJ
easat-7970	133	3	approach	approach	NOUN
easat-7970	133	4	for	for	ADP
easat-7970	133	5	optimizing	optimize	VERB
easat-7970	133	6	record	record	NOUN
easat-7970	133	7	linkage	linkage	NOUN
easat-7970	133	8	with	with	ADP
easat-7970	133	9	the	the	DET
easat-7970	133	10	firefly	firefly	NOUN
easat-7970	133	11	algorithm	algorithm	NOUN
easat-7970	133	12	and	and	CCONJ
easat-7970	133	13	lsh	lsh	PROPN
easat-7970	133	14	.	.	PROPN
easat-7970	134	1	3.1	3.1	NUM
easat-7970	134	2	.	.	PUNCT
easat-7970	135	1	feature	feature	NOUN
easat-7970	135	2	selection	selection	NOUN
easat-7970	135	3	using	use	VERB
easat-7970	135	4	the	the	DET
easat-7970	135	5	firefly	firefly	NOUN
easat-7970	135	6	algorithm	algorithm	NOUN
easat-7970	135	7	(	(	PUNCT
easat-7970	135	8	fsufa	fsufa	NOUN
easat-7970	135	9	)	)	PUNCT
easat-7970	135	10	3.1.1	3.1.1	NUM
easat-7970	135	11	.	.	PUNCT
easat-7970	136	1	step	step	NOUN
easat-7970	136	2	1	1	NUM
easat-7970	136	3	-	-	PUNCT
easat-7970	136	4	representing	represent	VERB
easat-7970	136	5	dataset	dataset	NOUN
easat-7970	136	6	rows	row	NOUN
easat-7970	136	7	with	with	ADP
easat-7970	136	8	lfw	lfw	NOUN
easat-7970	136	9	•	•	ADP
easat-7970	136	10	each	each	DET
easat-7970	136	11	dataset	dataset	NOUN
easat-7970	136	12	row	row	NOUN
easat-7970	136	13	is	be	AUX
easat-7970	136	14	represented	represent	VERB
easat-7970	136	15	as	as	ADP
easat-7970	136	16	a	a	DET
easat-7970	136	17	“	"	PUNCT
easat-7970	136	18	firefly	firefly	NOUN
easat-7970	136	19	”	"	PUNCT
easat-7970	136	20	•	•	NOUN
easat-7970	136	21	the	the	DET
easat-7970	136	22	attributes	attribute	NOUN
easat-7970	136	23	of	of	ADP
easat-7970	136	24	each	each	DET
easat-7970	136	25	row	row	NOUN
easat-7970	136	26	are	be	AUX
easat-7970	136	27	concatenated	concatenate	VERB
easat-7970	136	28	to	to	PART
easat-7970	136	29	form	form	VERB
easat-7970	136	30	a	a	DET
easat-7970	136	31	text	text	NOUN
easat-7970	136	32	.	.	PUNCT
easat-7970	137	1	•	•	NUM
easat-7970	137	2	the	the	DET
easat-7970	137	3	size	size	NOUN
easat-7970	137	4	of	of	ADP
easat-7970	137	5	each	each	DET
easat-7970	137	6	dataset	dataset	NOUN
easat-7970	137	7	row	row	NOUN
easat-7970	137	8	is	be	AUX
easat-7970	137	9	evaluated	evaluate	VERB
easat-7970	137	10	(	(	PUNCT
easat-7970	137	11	size	size	NOUN
easat-7970	137	12	i	i	PROPN
easat-7970	137	13	)	)	PUNCT
easat-7970	137	14	.	.	PUNCT
easat-7970	138	1	•	•	NUM
easat-7970	138	2	lfw	lfw	NOUN
easat-7970	138	3	assigns	assign	VERB
easat-7970	138	4	a	a	DET
easat-7970	138	5	weight	weight	NOUN
easat-7970	138	6	to	to	ADP
easat-7970	138	7	each	each	DET
easat-7970	138	8	term	term	NOUN
easat-7970	138	9	based	base	VERB
easat-7970	138	10	on	on	ADP
easat-7970	138	11	its	its	PRON
easat-7970	138	12	frequency	frequency	NOUN
easat-7970	138	13	and	and	CCONJ
easat-7970	138	14	significance	significance	NOUN
easat-7970	138	15	in	in	ADP
easat-7970	138	16	the	the	DET
easat-7970	138	17	resulting	result	VERB
easat-7970	138	18	text	text	NOUN
easat-7970	138	19	.	.	PUNCT
easat-7970	139	1	this	this	DET
easat-7970	139	2	weighting	weighting	NOUN
easat-7970	139	3	is	be	AUX
easat-7970	139	4	computed	compute	VERB
easat-7970	139	5	using	use	VERB
easat-7970	139	6	equation	equation	NOUN
easat-7970	139	7	(	(	PUNCT
easat-7970	139	8	5	5	NUM
easat-7970	139	9	):	):	PUNCT
easat-7970	139	10	lfw{i	lfw{i	NOUN
easat-7970	139	11	,	,	PUNCT
easat-7970	139	12	j	j	NOUN
easat-7970	139	13	}	}	PUNCT
easat-7970	139	14	=	=	SYM
easat-7970	139	15	tf(i	tf(i	NUM
easat-7970	139	16	,	,	PUNCT
easat-7970	139	17	j)×df(j	j)×df(j	NOUN
easat-7970	139	18	)	)	PUNCT
easat-7970	139	19	maxtf(i)×log	maxtf(i)×log	PROPN
easat-7970	139	20	(	(	PUNCT
easat-7970	139	21	n	n	PRON
easat-7970	139	22	df(j	df(j	NOUN
easat-7970	139	23	)	)	PUNCT
easat-7970	139	24	)	)	PUNCT
easat-7970	140	1	(	(	PUNCT
easat-7970	140	2	5	5	X
easat-7970	140	3	)	)	PUNCT
easat-7970	140	4	example	example	NOUN
easat-7970	140	5	:	:	PUNCT
easat-7970	140	6	table	table	NOUN
easat-7970	140	7	1	1	NUM
easat-7970	140	8	.	.	X
easat-7970	141	1	two	two	NUM
easat-7970	141	2	sample	sample	NOUN
easat-7970	141	3	tuples	tuple	NOUN
easat-7970	141	4	from	from	ADP
easat-7970	141	5	the	the	DET
easat-7970	141	6	restaurant	restaurant	NOUN
easat-7970	141	7	dataset	dataset	VERB
easat-7970	141	8	[	[	X
easat-7970	141	9	2	2	NUM
easat-7970	141	10	]	]	PUNCT
easat-7970	141	11	.	.	PUNCT
easat-7970	142	1	name	name	PROPN
easat-7970	142	2	address	address	NOUN
easat-7970	142	3	city	city	PROPN
easat-7970	142	4	cuisine	cuisine	PROPN
easat-7970	142	5	arnie	arnie	PROPN
easat-7970	142	6	morton	morton	PROPN
easat-7970	142	7	’s	’s	X
easat-7970	142	8	of	of	ADP
easat-7970	142	9	chicago	chicago	PROPN
easat-7970	142	10	435	435	NUM
easat-7970	142	11	s.	s.	PROPN
easat-7970	142	12	la	la	PROPN
easat-7970	142	13	cienega	cienega	PROPN
easat-7970	142	14	blv	blv	PROPN
easat-7970	142	15	los	los	PROPN
easat-7970	142	16	angeles	angeles	PROPN
easat-7970	142	17	american	american	PROPN
easat-7970	142	18	campanile	campanile	PROPN
easat-7970	142	19	624	624	NUM
easat-7970	142	20	s.	s.	PROPN
easat-7970	142	21	la	la	PROPN
easat-7970	142	22	brea	brea	PROPN
easat-7970	142	23	ave	ave	PROPN
easat-7970	142	24	.	.	PUNCT
easat-7970	143	1	los	los	PROPN
easat-7970	143	2	angeles	angeles	PROPN
easat-7970	143	3	american	american	PROPN
easat-7970	143	4	the	the	DET
easat-7970	143	5	two	two	NUM
easat-7970	143	6	records	record	NOUN
easat-7970	143	7	presented	present	VERB
easat-7970	143	8	in	in	ADP
easat-7970	143	9	table	table	NOUN
easat-7970	143	10	1	1	NUM
easat-7970	143	11	are	be	AUX
easat-7970	143	12	sample	sample	NOUN
easat-7970	143	13	entries	entry	NOUN
easat-7970	143	14	from	from	ADP
easat-7970	143	15	a	a	DET
easat-7970	143	16	restaurant	restaurant	NOUN
easat-7970	143	17	dataset	dataset	NOUN
easat-7970	143	18	.	.	PUNCT
easat-7970	144	1	in	in	ADP
easat-7970	144	2	the	the	DET
easat-7970	144	3	application	application	NOUN
easat-7970	144	4	of	of	ADP
easat-7970	144	5	the	the	DET
easat-7970	144	6	fafs	fafs	NOUN
easat-7970	144	7	to	to	ADP
easat-7970	144	8	the	the	DET
easat-7970	144	9	information	information	NOUN
easat-7970	144	10	from	from	ADP
easat-7970	144	11	the	the	DET
easat-7970	144	12	two	two	NUM
easat-7970	144	13	restaurants	restaurant	NOUN
easat-7970	144	14	,	,	PUNCT
easat-7970	144	15	each	each	DET
easat-7970	144	16	row	row	NOUN
easat-7970	144	17	is	be	AUX
easat-7970	144	18	treated	treat	VERB
easat-7970	144	19	as	as	ADP
easat-7970	144	20	a	a	DET
easat-7970	144	21	document	document	NOUN
easat-7970	144	22	,	,	PUNCT
easat-7970	144	23	and	and	CCONJ
easat-7970	144	24	each	each	DET
easat-7970	144	25	word	word	NOUN
easat-7970	144	26	is	be	AUX
easat-7970	144	27	considered	consider	VERB
easat-7970	144	28	a	a	DET
easat-7970	144	29	potential	potential	ADJ
easat-7970	144	30	feature	feature	NOUN
easat-7970	144	31	.	.	PUNCT
easat-7970	145	1	feature	feature	NOUN
easat-7970	145	2	initialization	initialization	NOUN
easat-7970	145	3	is	be	AUX
easat-7970	145	4	performed	perform	VERB
easat-7970	145	5	using	use	VERB
easat-7970	145	6	the	the	DET
easat-7970	145	7	lfw	lfw	NOUN
easat-7970	145	8	method	method	NOUN
easat-7970	145	9	,	,	PUNCT
easat-7970	145	10	which	which	PRON
easat-7970	145	11	adjusts	adjust	VERB
easat-7970	145	12	the	the	DET
easat-7970	145	13	initial	initial	ADJ
easat-7970	145	14	representation	representation	NOUN
easat-7970	145	15	of	of	ADP
easat-7970	145	16	terms	term	NOUN
easat-7970	145	17	based	base	VERB
easat-7970	145	18	on	on	ADP
easat-7970	145	19	their	their	PRON
easat-7970	145	20	relative	relative	ADJ
easat-7970	145	21	importance	importance	NOUN
easat-7970	145	22	.	.	PUNCT
easat-7970	146	1	for	for	ADP
easat-7970	146	2	example	example	NOUN
easat-7970	146	3	,	,	PUNCT
easat-7970	146	4	the	the	DET
easat-7970	146	5	terms	term	NOUN
easat-7970	146	6	“	"	PUNCT
easat-7970	146	7	arnie	arnie	PROPN
easat-7970	146	8	”	"	PUNCT
easat-7970	146	9	(	(	PUNCT
easat-7970	146	10	0.5	0.5	NUM
easat-7970	146	11	)	)	PUNCT
easat-7970	146	12	,	,	PUNCT
easat-7970	146	13	“	"	PUNCT
easat-7970	146	14	morton	morton	PROPN
easat-7970	146	15	’s	’s	PART
easat-7970	146	16	”	"	PUNCT
easat-7970	146	17	(	(	PUNCT
easat-7970	146	18	0.8	0.8	NUM
easat-7970	146	19	)	)	PUNCT
easat-7970	146	20	,	,	PUNCT
easat-7970	146	21	“	"	PUNCT
easat-7970	146	22	chicago	chicago	PROPN
easat-7970	146	23	”	"	PUNCT
easat-7970	146	24	(	(	PUNCT
easat-7970	146	25	0.7	0.7	NUM
easat-7970	146	26	)	)	PUNCT
easat-7970	146	27	,	,	PUNCT
easat-7970	146	28	and	and	CCONJ
easat-7970	146	29	“	"	PUNCT
easat-7970	146	30	american	american	ADJ
easat-7970	146	31	”	"	PUNCT
easat-7970	146	32	(	(	PUNCT
easat-7970	146	33	0.8	0.8	NUM
easat-7970	146	34	)	)	PUNCT
easat-7970	146	35	are	be	AUX
easat-7970	146	36	assigned	assign	VERB
easat-7970	146	37	specific	specific	ADJ
easat-7970	146	38	weightings	weighting	NOUN
easat-7970	146	39	,	,	PUNCT
easat-7970	146	40	reflecting	reflect	VERB
easat-7970	146	41	their	their	PRON
easat-7970	146	42	relevance	relevance	NOUN
easat-7970	146	43	in	in	ADP
easat-7970	146	44	the	the	DET
easat-7970	146	45	context	context	NOUN
easat-7970	146	46	of	of	ADP
easat-7970	146	47	record	record	NOUN
easat-7970	146	48	linkage	linkage	NOUN
easat-7970	146	49	.	.	PUNCT
easat-7970	147	1	these	these	DET
easat-7970	147	2	initial	initial	ADJ
easat-7970	147	3	values	value	NOUN
easat-7970	147	4	refine	refine	VERB
easat-7970	147	5	the	the	DET
easat-7970	147	6	document	document	NOUN
easat-7970	147	7	representation	representation	NOUN
easat-7970	147	8	by	by	ADP
easat-7970	147	9	highlighting	highlight	VERB
easat-7970	147	10	the	the	DET
easat-7970	147	11	most	most	ADJ
easat-7970	147	12	discriminative	discriminative	ADJ
easat-7970	147	13	terms	term	NOUN
easat-7970	147	14	,	,	PUNCT
easat-7970	147	15	thereby	thereby	ADV
easat-7970	147	16	enhancing	enhance	VERB
easat-7970	147	17	the	the	DET
easat-7970	147	18	efficiency	efficiency	NOUN
easat-7970	147	19	of	of	ADP
easat-7970	147	20	the	the	DET
easat-7970	147	21	feature	feature	NOUN
easat-7970	147	22	selection	selection	NOUN
easat-7970	147	23	process	process	NOUN
easat-7970	147	24	.	.	PUNCT
easat-7970	148	1	852	852	NUM
easat-7970	148	2	edelweiss	edelweiss	PROPN
easat-7970	148	3	applied	apply	VERB
easat-7970	148	4	science	science	NOUN
easat-7970	148	5	and	and	CCONJ
easat-7970	148	6	technology	technology	NOUN
easat-7970	148	7	issn	issn	PROPN
easat-7970	148	8	:	:	PUNCT
easat-7970	148	9	2576	2576	NUM
easat-7970	148	10	-	-	SYM
easat-7970	148	11	8484	8484	NUM
easat-7970	148	12	vol	vol	NOUN
easat-7970	148	13	.	.	PROPN
easat-7970	149	1	9	9	NUM
easat-7970	149	2	,	,	PUNCT
easat-7970	149	3	no	no	INTJ
easat-7970	149	4	.	.	NOUN
easat-7970	150	1	6	6	NUM
easat-7970	150	2	:	:	SYM
easat-7970	150	3	846	846	NUM
easat-7970	150	4	-	-	SYM
easat-7970	150	5	863	863	NUM
easat-7970	150	6	,	,	PUNCT
easat-7970	150	7	2025	2025	NUM
easat-7970	150	8	doi	doi	NOUN
easat-7970	150	9	:	:	PUNCT
easat-7970	150	10	10.55214/25768484.v9i6.7970	10.55214/25768484.v9i6.7970	NUM
easat-7970	150	11	©	©	PROPN
easat-7970	150	12	2025	2025	NUM
easat-7970	150	13	by	by	ADP
easat-7970	150	14	the	the	DET
easat-7970	150	15	authors	author	NOUN
easat-7970	150	16	;	;	PUNCT
easat-7970	150	17	licensee	licensee	PROPN
easat-7970	150	18	learning	learning	NOUN
easat-7970	150	19	gate	gate	NOUN
easat-7970	150	20	3.1.2	3.1.2	NOUN
easat-7970	150	21	.	.	PUNCT
easat-7970	151	1	step	step	NOUN
easat-7970	151	2	2	2	NUM
easat-7970	151	3	discretization	discretization	NOUN
easat-7970	151	4	of	of	ADP
easat-7970	151	5	positions	position	NOUN
easat-7970	151	6	with	with	ADP
easat-7970	151	7	the	the	DET
easat-7970	151	8	sigmoid	sigmoid	NOUN
easat-7970	151	9	function	function	VERB
easat-7970	151	10	the	the	DET
easat-7970	151	11	lfw	lfw	NOUN
easat-7970	151	12	output	output	NOUN
easat-7970	151	13	vector	vector	NOUN
easat-7970	151	14	,	,	PUNCT
easat-7970	151	15	which	which	PRON
easat-7970	151	16	represents	represent	VERB
easat-7970	151	17	a	a	DET
easat-7970	151	18	firefly	firefly	NOUN
easat-7970	151	19	,	,	PUNCT
easat-7970	151	20	is	be	AUX
easat-7970	151	21	subjected	subject	VERB
easat-7970	151	22	to	to	AUX
easat-7970	151	23	position	position	NOUN
easat-7970	151	24	discretization	discretization	NOUN
easat-7970	151	25	using	use	VERB
easat-7970	151	26	the	the	DET
easat-7970	151	27	sigmoid	sigmoid	NOUN
easat-7970	151	28	function	function	NOUN
easat-7970	151	29	.	.	PUNCT
easat-7970	152	1	the	the	DET
easat-7970	152	2	process	process	NOUN
easat-7970	152	3	is	be	AUX
easat-7970	152	4	mathematically	mathematically	ADV
easat-7970	152	5	defined	define	VERB
easat-7970	152	6	by	by	ADP
easat-7970	152	7	equation	equation	NOUN
easat-7970	152	8	(	(	PUNCT
easat-7970	152	9	6	6	NUM
easat-7970	152	10	):	):	PUNCT
easat-7970	152	11	s(x{i	s(x{i	PROPN
easat-7970	152	12	,	,	PUNCT
easat-7970	152	13	j	j	NOUN
easat-7970	152	14	}	}	PUNCT
easat-7970	152	15	)	)	PUNCT
easat-7970	152	16	=	=	SYM
easat-7970	152	17	1	1	NUM
easat-7970	152	18	1+exp	1+exp	NOUN
easat-7970	152	19	(	(	PUNCT
easat-7970	152	20	−x{i	−x{i	X
easat-7970	152	21	,	,	PUNCT
easat-7970	152	22	j	j	NOUN
easat-7970	152	23	}	}	PUNCT
easat-7970	152	24	)	)	PUNCT
easat-7970	152	25	(	(	PUNCT
easat-7970	152	26	6	6	NUM
easat-7970	152	27	)	)	PUNCT
easat-7970	152	28	where	where	SCONJ
easat-7970	152	29	xi	xi	PROPN
easat-7970	152	30	,	,	PUNCT
easat-7970	152	31	j	j	PROPN
easat-7970	152	32	denotes	denote	VERB
easat-7970	152	33	the	the	DET
easat-7970	152	34	position	position	NOUN
easat-7970	152	35	of	of	ADP
easat-7970	152	36	a	a	DET
easat-7970	152	37	firefly	firefly	NOUN
easat-7970	152	38	i	i	PRON
easat-7970	152	39	in	in	ADP
easat-7970	152	40	dimension	dimension	PROPN
easat-7970	152	41	j	j	PROPN
easat-7970	152	42	,	,	PUNCT
easat-7970	152	43	indicative	indicative	ADJ
easat-7970	152	44	of	of	ADP
easat-7970	152	45	the	the	DET
easat-7970	152	46	intensity	intensity	NOUN
easat-7970	152	47	of	of	ADP
easat-7970	152	48	the	the	DET
easat-7970	152	49	feature	feature	NOUN
easat-7970	152	50	considered	consider	VERB
easat-7970	152	51	for	for	ADP
easat-7970	152	52	selection	selection	NOUN
easat-7970	152	53	.	.	PUNCT
easat-7970	153	1	this	this	DET
easat-7970	153	2	function	function	NOUN
easat-7970	153	3	converts	convert	VERB
easat-7970	153	4	the	the	DET
easat-7970	153	5	continuous	continuous	ADJ
easat-7970	153	6	intensity	intensity	NOUN
easat-7970	153	7	of	of	ADP
easat-7970	153	8	features	feature	NOUN
easat-7970	153	9	into	into	ADP
easat-7970	153	10	probabilities	probability	NOUN
easat-7970	153	11	between	between	ADP
easat-7970	153	12	0	0	NUM
easat-7970	153	13	and	and	CCONJ
easat-7970	153	14	1	1	NUM
easat-7970	153	15	.	.	PUNCT
easat-7970	154	1	if	if	SCONJ
easat-7970	154	2	(	(	PUNCT
easat-7970	154	3	rand	rand	NOUN
easat-7970	154	4	<	<	X
easat-7970	154	5	s(xij	s(xij	PROPN
easat-7970	154	6	)	)	PUNCT
easat-7970	154	7	)	)	PUNCT
easat-7970	155	1	then	then	ADV
easat-7970	155	2	xij=	xij=	PROPN
easat-7970	155	3	1	1	NUM
easat-7970	155	4	;	;	PUNCT
easat-7970	155	5	else	else	ADV
easat-7970	155	6	xij=0	xij=0	PROPN
easat-7970	155	7	;	;	PUNCT
easat-7970	155	8	the	the	DET
easat-7970	155	9	selection	selection	NOUN
easat-7970	155	10	of	of	ADP
easat-7970	155	11	features	feature	NOUN
easat-7970	155	12	by	by	ADP
easat-7970	155	13	each	each	DET
easat-7970	155	14	firefly	firefly	NOUN
easat-7970	155	15	is	be	AUX
easat-7970	155	16	determined	determine	VERB
easat-7970	155	17	by	by	ADP
easat-7970	155	18	a	a	DET
easat-7970	155	19	stochastic	stochastic	ADJ
easat-7970	155	20	condition	condition	NOUN
easat-7970	155	21	:	:	PUNCT
easat-7970	155	22	•	•	NOUN
easat-7970	156	1	if	if	SCONJ
easat-7970	156	2	rand	rand	NOUN
easat-7970	156	3	<	<	X
easat-7970	156	4	s(xij	s(xij	NOUN
easat-7970	156	5	)	)	PUNCT
easat-7970	156	6	,	,	PUNCT
easat-7970	156	7	then	then	ADV
easat-7970	156	8	xij=1	xij=1	PROPN
easat-7970	156	9	,	,	PUNCT
easat-7970	156	10	meaning	mean	VERB
easat-7970	156	11	that	that	SCONJ
easat-7970	156	12	firefly	firefly	NOUN
easat-7970	156	13	i	i	PRON
easat-7970	156	14	selects	select	VERB
easat-7970	156	15	feature	feature	NOUN
easat-7970	156	16	j	j	PROPN
easat-7970	156	17	,	,	PUNCT
easat-7970	156	18	otherwise	otherwise	ADV
easat-7970	156	19	xij=0	xij=0	PROPN
easat-7970	156	20	,	,	PUNCT
easat-7970	156	21	indicating	indicate	VERB
easat-7970	156	22	that	that	SCONJ
easat-7970	156	23	the	the	DET
easat-7970	156	24	feature	feature	NOUN
easat-7970	156	25	is	be	AUX
easat-7970	156	26	omitted	omit	VERB
easat-7970	156	27	.	.	PUNCT
easat-7970	157	1	here	here	ADV
easat-7970	157	2	,	,	PUNCT
easat-7970	157	3	randrand	randrand	NOUN
easat-7970	157	4	is	be	AUX
easat-7970	157	5	a	a	DET
easat-7970	157	6	random	random	ADJ
easat-7970	157	7	number	number	NOUN
easat-7970	157	8	between	between	ADP
easat-7970	157	9	0	0	NUM
easat-7970	157	10	and	and	CCONJ
easat-7970	157	11	1	1	NUM
easat-7970	157	12	,	,	PUNCT
easat-7970	157	13	introducing	introduce	VERB
easat-7970	157	14	an	an	DET
easat-7970	157	15	element	element	NOUN
easat-7970	157	16	of	of	ADP
easat-7970	157	17	chance	chance	NOUN
easat-7970	157	18	into	into	ADP
easat-7970	157	19	the	the	DET
easat-7970	157	20	feature	feature	NOUN
easat-7970	157	21	selection	selection	NOUN
easat-7970	157	22	process	process	NOUN
easat-7970	157	23	.	.	PUNCT
easat-7970	158	1	this	this	PRON
easat-7970	158	2	allows	allow	VERB
easat-7970	158	3	the	the	DET
easat-7970	158	4	fireflies	firefly	NOUN
easat-7970	158	5	to	to	PART
easat-7970	158	6	adaptively	adaptively	ADV
easat-7970	158	7	navigate	navigate	VERB
easat-7970	158	8	through	through	ADP
easat-7970	158	9	the	the	DET
easat-7970	158	10	feature	feature	NOUN
easat-7970	158	11	space	space	NOUN
easat-7970	158	12	in	in	ADP
easat-7970	158	13	search	search	NOUN
easat-7970	158	14	of	of	ADP
easat-7970	158	15	the	the	DET
easat-7970	158	16	optimal	optimal	ADJ
easat-7970	158	17	combination	combination	NOUN
easat-7970	158	18	.	.	PUNCT
easat-7970	159	1	3.1.3	3.1.3	NUM
easat-7970	159	2	.	.	PUNCT
easat-7970	159	3	step	step	NOUN
easat-7970	159	4	3	3	NUM
easat-7970	159	5	calculation	calculation	NOUN
easat-7970	159	6	of	of	ADP
easat-7970	159	7	intensity	intensity	NOUN
easat-7970	159	8	with	with	ADP
easat-7970	159	9	the	the	DET
easat-7970	159	10	objective	objective	ADJ
easat-7970	159	11	function	function	NOUN
easat-7970	159	12	this	this	DET
easat-7970	159	13	approach	approach	NOUN
easat-7970	159	14	leverages	leverage	VERB
easat-7970	159	15	the	the	DET
easat-7970	159	16	lfw	lfw	NOUN
easat-7970	159	17	method	method	NOUN
easat-7970	159	18	to	to	PART
easat-7970	159	19	assess	assess	VERB
easat-7970	159	20	the	the	DET
easat-7970	159	21	relevance	relevance	NOUN
easat-7970	159	22	and	and	CCONJ
easat-7970	159	23	uniqueness	uniqueness	NOUN
easat-7970	159	24	of	of	ADP
easat-7970	159	25	dataset	dataset	NOUN
easat-7970	159	26	rows	row	NOUN
easat-7970	159	27	by	by	ADP
easat-7970	159	28	identifying	identify	VERB
easat-7970	159	29	the	the	DET
easat-7970	159	30	most	most	ADV
easat-7970	159	31	significant	significant	ADJ
easat-7970	159	32	terms	term	NOUN
easat-7970	159	33	while	while	SCONJ
easat-7970	159	34	considering	consider	VERB
easat-7970	159	35	their	their	PRON
easat-7970	159	36	rarity	rarity	NOUN
easat-7970	159	37	within	within	ADP
easat-7970	159	38	the	the	DET
easat-7970	159	39	dataset	dataset	NOUN
easat-7970	159	40	.	.	PUNCT
easat-7970	160	1	by	by	ADP
easat-7970	160	2	assigning	assign	VERB
easat-7970	160	3	an	an	DET
easat-7970	160	4	lfw	lfw	NOUN
easat-7970	160	5	-	-	PUNCT
easat-7970	160	6	based	base	VERB
easat-7970	160	7	score	score	NOUN
easat-7970	160	8	,	,	PUNCT
easat-7970	160	9	it	it	PRON
easat-7970	160	10	enables	enable	VERB
easat-7970	160	11	the	the	DET
easat-7970	160	12	identification	identification	NOUN
easat-7970	160	13	of	of	ADP
easat-7970	160	14	distinctive	distinctive	ADJ
easat-7970	160	15	records	record	NOUN
easat-7970	160	16	,	,	PUNCT
easat-7970	160	17	facilitating	facilitate	VERB
easat-7970	160	18	their	their	PRON
easat-7970	160	19	classification	classification	NOUN
easat-7970	160	20	and	and	CCONJ
easat-7970	160	21	grouping	grouping	NOUN
easat-7970	160	22	based	base	VERB
easat-7970	160	23	on	on	ADP
easat-7970	160	24	their	their	PRON
easat-7970	160	25	specificity	specificity	NOUN
easat-7970	160	26	.	.	PUNCT
easat-7970	161	1	at	at	ADP
easat-7970	161	2	a	a	DET
easat-7970	161	3	key	key	ADJ
easat-7970	161	4	stage	stage	NOUN
easat-7970	161	5	of	of	ADP
easat-7970	161	6	the	the	DET
easat-7970	161	7	algorithm	algorithm	NOUN
easat-7970	161	8	,	,	PUNCT
easat-7970	161	9	the	the	DET
easat-7970	161	10	objective	objective	ADJ
easat-7970	161	11	function	function	NOUN
easat-7970	161	12	evaluates	evaluate	VERB
easat-7970	161	13	the	the	DET
easat-7970	161	14	intensity	intensity	NOUN
easat-7970	161	15	of	of	ADP
easat-7970	161	16	each	each	DET
easat-7970	161	17	firefly	firefly	NOUN
easat-7970	161	18	(	(	PUNCT
easat-7970	161	19	representing	represent	VERB
easat-7970	161	20	a	a	DET
easat-7970	161	21	dataset	dataset	NOUN
easat-7970	161	22	row	row	NOUN
easat-7970	161	23	)	)	PUNCT
easat-7970	161	24	by	by	ADP
easat-7970	161	25	summing	sum	VERB
easat-7970	161	26	the	the	DET
easat-7970	161	27	lfw	lfw	NOUN
easat-7970	161	28	weights	weight	NOUN
easat-7970	161	29	assigned	assign	VERB
easat-7970	161	30	to	to	ADP
easat-7970	161	31	the	the	DET
easat-7970	161	32	document	document	NOUN
easat-7970	161	33	’s	’s	PART
easat-7970	161	34	terms	term	NOUN
easat-7970	161	35	,	,	PUNCT
easat-7970	161	36	thereby	thereby	ADV
easat-7970	161	37	estimating	estimate	VERB
easat-7970	161	38	its	its	PRON
easat-7970	161	39	contribution	contribution	NOUN
easat-7970	161	40	to	to	ADP
easat-7970	161	41	record	record	NOUN
easat-7970	161	42	differentiation	differentiation	NOUN
easat-7970	161	43	.	.	PUNCT
easat-7970	162	1	the	the	DET
easat-7970	162	2	computation	computation	NOUN
easat-7970	162	3	is	be	AUX
easat-7970	162	4	formally	formally	ADV
easat-7970	162	5	given	give	VERB
easat-7970	162	6	by	by	ADP
easat-7970	162	7	equation	equation	NOUN
easat-7970	162	8	(	(	PUNCT
easat-7970	162	9	7	7	NUM
easat-7970	162	10	):	):	PUNCT
easat-7970	162	11	score	score	NOUN
easat-7970	162	12	=	=	PUNCT
easat-7970	162	13	∑	∑	PUNCT
easat-7970	162	14	𝐿𝐹𝑊(𝑥𝑖𝑗	𝐿𝐹𝑊(𝑥𝑖𝑗	PROPN
easat-7970	162	15	)	)	PUNCT
easat-7970	162	16	𝑑	𝑑	PROPN
easat-7970	162	17	𝑗=1	𝑗=1	X
easat-7970	162	18	(	(	PUNCT
easat-7970	162	19	7	7	NUM
easat-7970	162	20	)	)	PUNCT
easat-7970	162	21	here	here	ADV
easat-7970	162	22	,	,	PUNCT
easat-7970	162	23	d	d	PRON
easat-7970	162	24	represents	represent	VERB
easat-7970	162	25	the	the	DET
easat-7970	162	26	length	length	NOUN
easat-7970	162	27	of	of	ADP
easat-7970	162	28	the	the	DET
easat-7970	162	29	row	row	NOUN
easat-7970	162	30	(	(	PUNCT
easat-7970	162	31	size	size	NOUN
easat-7970	162	32	)	)	PUNCT
easat-7970	162	33	,	,	PUNCT
easat-7970	162	34	xij	xij	PROPN
easat-7970	162	35	is	be	AUX
easat-7970	162	36	the	the	DET
easat-7970	162	37	j	j	PROPN
easat-7970	162	38	-	-	PUNCT
easat-7970	162	39	th	th	VERB
easat-7970	162	40	component	component	NOUN
easat-7970	162	41	(	(	PUNCT
easat-7970	162	42	term	term	NOUN
easat-7970	162	43	)	)	PUNCT
easat-7970	162	44	of	of	ADP
easat-7970	162	45	the	the	DET
easat-7970	162	46	i	i	PROPN
easat-7970	162	47	-	-	PUNCT
easat-7970	162	48	th	th	X
easat-7970	162	49	"	"	PUNCT
easat-7970	162	50	firefly	firefly	NOUN
easat-7970	162	51	"	"	PUNCT
easat-7970	162	52	,	,	PUNCT
easat-7970	162	53	and	and	CCONJ
easat-7970	162	54	lfw	lfw	NOUN
easat-7970	162	55	(	(	PUNCT
easat-7970	162	56	xij	xij	X
easat-7970	162	57	)	)	PUNCT
easat-7970	162	58	is	be	AUX
easat-7970	162	59	the	the	DET
easat-7970	162	60	lfw	lfw	NOUN
easat-7970	162	61	weighting	weighting	NOUN
easat-7970	162	62	associated	associate	VERB
easat-7970	162	63	with	with	ADP
easat-7970	162	64	the	the	DET
easat-7970	162	65	term	term	NOUN
easat-7970	162	66	xij	xij	PRON
easat-7970	162	67	.	.	PUNCT
easat-7970	163	1	this	this	DET
easat-7970	163	2	objective	objective	ADJ
easat-7970	163	3	function	function	NOUN
easat-7970	163	4	measures	measure	VERB
easat-7970	163	5	the	the	DET
easat-7970	163	6	quality	quality	NOUN
easat-7970	163	7	of	of	ADP
easat-7970	163	8	each	each	DET
easat-7970	163	9	term	term	NOUN
easat-7970	163	10	,	,	PUNCT
easat-7970	163	11	guiding	guide	VERB
easat-7970	163	12	the	the	DET
easat-7970	163	13	iterative	iterative	NOUN
easat-7970	163	14	optimization	optimization	NOUN
easat-7970	163	15	process	process	NOUN
easat-7970	163	16	towards	towards	ADP
easat-7970	163	17	more	more	ADV
easat-7970	163	18	relevant	relevant	ADJ
easat-7970	163	19	solutions	solution	NOUN
easat-7970	163	20	.	.	PUNCT
easat-7970	164	1	3.1.4	3.1.4	NUM
easat-7970	164	2	.	.	PUNCT
easat-7970	164	3	step	step	NOUN
easat-7970	164	4	4	4	NUM
easat-7970	164	5	optimization	optimization	NOUN
easat-7970	164	6	by	by	ADP
easat-7970	164	7	movement	movement	NOUN
easat-7970	164	8	of	of	ADP
easat-7970	164	9	"	"	PUNCT
easat-7970	164	10	fireflies	firefly	NOUN
easat-7970	164	11	"	"	PUNCT
easat-7970	164	12	in	in	ADP
easat-7970	164	13	the	the	DET
easat-7970	164	14	algorithm	algorithm	NOUN
easat-7970	164	15	,	,	PUNCT
easat-7970	164	16	the	the	DET
easat-7970	164	17	movement	movement	NOUN
easat-7970	164	18	of	of	ADP
easat-7970	164	19	fireflies	firefly	NOUN
easat-7970	164	20	is	be	AUX
easat-7970	164	21	designed	design	VERB
easat-7970	164	22	to	to	PART
easat-7970	164	23	optimize	optimize	VERB
easat-7970	164	24	feature	feature	NOUN
easat-7970	164	25	selection	selection	NOUN
easat-7970	164	26	by	by	ADP
easat-7970	164	27	prioritizing	prioritize	VERB
easat-7970	164	28	the	the	DET
easat-7970	164	29	most	most	ADV
easat-7970	164	30	relevant	relevant	ADJ
easat-7970	164	31	ones	one	NOUN
easat-7970	164	32	.	.	PUNCT
easat-7970	165	1	this	this	DET
easat-7970	165	2	process	process	NOUN
easat-7970	165	3	enables	enable	VERB
easat-7970	165	4	the	the	DET
easat-7970	165	5	exploration	exploration	NOUN
easat-7970	165	6	of	of	ADP
easat-7970	165	7	the	the	DET
easat-7970	165	8	solution	solution	NOUN
easat-7970	165	9	space	space	NOUN
easat-7970	165	10	to	to	PART
easat-7970	165	11	identify	identify	VERB
easat-7970	165	12	new	new	ADJ
easat-7970	165	13	term	term	NOUN
easat-7970	165	14	combinations	combination	NOUN
easat-7970	165	15	,	,	PUNCT
easat-7970	165	16	avoids	avoid	VERB
easat-7970	165	17	local	local	ADJ
easat-7970	165	18	minima	minima	NOUN
easat-7970	165	19	through	through	ADP
easat-7970	165	20	an	an	DET
easat-7970	165	21	integrated	integrate	VERB
easat-7970	165	22	random	random	ADJ
easat-7970	165	23	component	component	NOUN
easat-7970	165	24	,	,	PUNCT
easat-7970	165	25	and	and	CCONJ
easat-7970	165	26	gradually	gradually	ADV
easat-7970	165	27	converges	converge	VERB
easat-7970	165	28	toward	toward	ADP
easat-7970	165	29	an	an	DET
easat-7970	165	30	optimal	optimal	ADJ
easat-7970	165	31	solution	solution	NOUN
easat-7970	165	32	.	.	PUNCT
easat-7970	166	1	the	the	DET
easat-7970	166	2	goal	goal	NOUN
easat-7970	166	3	is	be	AUX
easat-7970	166	4	to	to	PART
easat-7970	166	5	ensure	ensure	VERB
easat-7970	166	6	a	a	DET
easat-7970	166	7	coherent	coherent	ADJ
easat-7970	166	8	and	and	CCONJ
easat-7970	166	9	informative	informative	ADJ
easat-7970	166	10	representation	representation	NOUN
easat-7970	166	11	of	of	ADP
easat-7970	166	12	each	each	DET
easat-7970	166	13	dataset	dataset	NOUN
easat-7970	166	14	row	row	NOUN
easat-7970	166	15	.	.	PUNCT
easat-7970	167	1	the	the	DET
easat-7970	167	2	fundamental	fundamental	ADJ
easat-7970	167	3	principle	principle	NOUN
easat-7970	167	4	is	be	AUX
easat-7970	167	5	to	to	PART
easat-7970	167	6	guide	guide	VERB
easat-7970	167	7	the	the	DET
easat-7970	167	8	fireflies	firefly	NOUN
easat-7970	167	9	toward	toward	ADP
easat-7970	167	10	positions	position	NOUN
easat-7970	167	11	with	with	ADP
easat-7970	167	12	higher	high	ADJ
easat-7970	167	13	light	light	ADJ
easat-7970	167	14	intensity	intensity	NOUN
easat-7970	167	15	,	,	PUNCT
easat-7970	167	16	representing	represent	VERB
easat-7970	167	17	improved	improved	ADJ
easat-7970	167	18	feature	feature	NOUN
easat-7970	167	19	selection	selection	NOUN
easat-7970	167	20	quality	quality	NOUN
easat-7970	167	21	.	.	PUNCT
easat-7970	168	1	this	this	DET
easat-7970	168	2	step	step	NOUN
easat-7970	168	3	is	be	AUX
easat-7970	168	4	carried	carry	VERB
easat-7970	168	5	out	out	ADP
easat-7970	168	6	according	accord	VERB
easat-7970	168	7	to	to	ADP
easat-7970	168	8	the	the	DET
easat-7970	168	9	following	follow	VERB
easat-7970	168	10	process	process	NOUN
easat-7970	168	11	:	:	PUNCT
easat-7970	168	12	intensity	intensity	NOUN
easat-7970	168	13	comparison	comparison	NOUN
easat-7970	168	14	:	:	PUNCT
easat-7970	168	15	for	for	ADP
easat-7970	168	16	each	each	DET
easat-7970	168	17	pair	pair	NOUN
easat-7970	168	18	of	of	ADP
easat-7970	168	19	"	"	PUNCT
easat-7970	168	20	fireflies	firefly	NOUN
easat-7970	168	21	"	"	PUNCT
easat-7970	168	22	(	(	PUNCT
easat-7970	168	23	dataset	dataset	NOUN
easat-7970	168	24	row	row	NOUN
easat-7970	168	25	)	)	PUNCT
easat-7970	168	26	,	,	PUNCT
easat-7970	168	27	the	the	DET
easat-7970	168	28	algorithm	algorithm	NOUN
easat-7970	168	29	compares	compare	VERB
easat-7970	168	30	their	their	PRON
easat-7970	168	31	respective	respective	ADJ
easat-7970	168	32	intensities	intensity	NOUN
easat-7970	168	33	.	.	PUNCT
easat-7970	169	1	if	if	SCONJ
easat-7970	169	2	the	the	DET
easat-7970	169	3	intensity	intensity	NOUN
easat-7970	169	4	of	of	ADP
easat-7970	169	5	"	"	PUNCT
easat-7970	169	6	firefly	firefly	NOUN
easat-7970	169	7	"	"	PUNCT
easat-7970	169	8	k	k	X
easat-7970	169	9	is	be	AUX
easat-7970	169	10	greater	great	ADJ
easat-7970	169	11	than	than	ADP
easat-7970	169	12	that	that	PRON
easat-7970	169	13	of	of	ADP
easat-7970	169	14	"	"	PUNCT
easat-7970	169	15	firefly	firefly	NOUN
easat-7970	169	16	"	"	PUNCT
easat-7970	169	17	i	i	PRON
easat-7970	169	18	(	(	PUNCT
easat-7970	169	19	ik	ik	PROPN
easat-7970	169	20	>	>	X
easat-7970	169	21	ii	ii	NOUN
easat-7970	169	22	)	)	PUNCT
easat-7970	169	23	,	,	PUNCT
easat-7970	169	24	it	it	PRON
easat-7970	169	25	indicates	indicate	VERB
easat-7970	169	26	that	that	SCONJ
easat-7970	169	27	the	the	DET
easat-7970	169	28	dataset	dataset	NOUN
easat-7970	169	29	row	row	NOUN
easat-7970	169	30	representation	representation	NOUN
easat-7970	169	31	associated	associate	VERB
easat-7970	169	32	with	with	ADP
easat-7970	169	33	k	k	PROPN
easat-7970	169	34	is	be	AUX
easat-7970	169	35	better	well	ADJ
easat-7970	169	36	than	than	ADP
easat-7970	169	37	that	that	PRON
easat-7970	169	38	associated	associate	VERB
easat-7970	169	39	with	with	ADP
easat-7970	169	40	i.	i.	PROPN
easat-7970	169	41	movement	movement	PROPN
easat-7970	169	42	of	of	ADP
easat-7970	169	43	"	"	PUNCT
easat-7970	169	44	fireflies	firefly	NOUN
easat-7970	169	45	"	"	PUNCT
easat-7970	169	46	:	:	PUNCT
easat-7970	169	47	when	when	SCONJ
easat-7970	169	48	a	a	DET
easat-7970	169	49	"	"	PUNCT
easat-7970	169	50	firefly	firefly	NOUN
easat-7970	169	51	"	"	PUNCT
easat-7970	169	52	k	k	X
easat-7970	169	53	is	be	AUX
easat-7970	169	54	brighter	bright	ADJ
easat-7970	169	55	than	than	ADP
easat-7970	169	56	i	i	PRON
easat-7970	169	57	,	,	PUNCT
easat-7970	169	58	"	"	PUNCT
easat-7970	169	59	firefly	firefly	NOUN
easat-7970	169	60	"	"	PUNCT
easat-7970	169	61	i	i	PRON
easat-7970	169	62	is	be	AUX
easat-7970	169	63	moved	move	VERB
easat-7970	169	64	towards	towards	ADP
easat-7970	169	65	k	k	PROPN
easat-7970	169	66	to	to	PART
easat-7970	169	67	improve	improve	VERB
easat-7970	169	68	its	its	PRON
easat-7970	169	69	own	own	ADJ
easat-7970	169	70	intensity	intensity	NOUN
easat-7970	169	71	.	.	PUNCT
easat-7970	170	1	this	this	DET
easat-7970	170	2	movement	movement	NOUN
easat-7970	170	3	is	be	AUX
easat-7970	170	4	a	a	DET
easat-7970	170	5	function	function	NOUN
easat-7970	170	6	of	of	ADP
easat-7970	170	7	the	the	DET
easat-7970	170	8	distance	distance	NOUN
easat-7970	170	9	between	between	ADP
easat-7970	170	10	the	the	DET
easat-7970	170	11	"	"	PUNCT
easat-7970	170	12	fireflies	firefly	NOUN
easat-7970	170	13	,	,	PUNCT
easat-7970	170	14	"	"	PUNCT
easat-7970	170	15	their	their	PRON
easat-7970	170	16	relative	relative	ADJ
easat-7970	170	17	attractiveness	attractiveness	NOUN
easat-7970	170	18	,	,	PUNCT
easat-7970	170	19	and	and	CCONJ
easat-7970	170	20	a	a	DET
easat-7970	170	21	random	random	ADJ
easat-7970	170	22	component	component	NOUN
easat-7970	170	23	.	.	PUNCT
easat-7970	171	1	853	853	NUM
easat-7970	171	2	edelweiss	edelweiss	PROPN
easat-7970	171	3	applied	apply	VERB
easat-7970	171	4	science	science	NOUN
easat-7970	171	5	and	and	CCONJ
easat-7970	171	6	technology	technology	NOUN
easat-7970	171	7	issn	issn	PROPN
easat-7970	171	8	:	:	PUNCT
easat-7970	171	9	2576	2576	NUM
easat-7970	171	10	-	-	SYM
easat-7970	171	11	8484	8484	NUM
easat-7970	171	12	vol	vol	NOUN
easat-7970	171	13	.	.	PROPN
easat-7970	172	1	9	9	NUM
easat-7970	172	2	,	,	PUNCT
easat-7970	172	3	no	no	INTJ
easat-7970	172	4	.	.	NOUN
easat-7970	173	1	6	6	NUM
easat-7970	173	2	:	:	SYM
easat-7970	173	3	846	846	NUM
easat-7970	173	4	-	-	SYM
easat-7970	173	5	863	863	NUM
easat-7970	173	6	,	,	PUNCT
easat-7970	173	7	2025	2025	NUM
easat-7970	173	8	doi	doi	NOUN
easat-7970	173	9	:	:	PUNCT
easat-7970	173	10	10.55214/25768484.v9i6.7970	10.55214/25768484.v9i6.7970	NUM
easat-7970	173	11	©	©	PROPN
easat-7970	173	12	2025	2025	NUM
easat-7970	173	13	by	by	ADP
easat-7970	173	14	the	the	DET
easat-7970	173	15	authors	author	NOUN
easat-7970	173	16	;	;	PUNCT
easat-7970	173	17	licensee	licensee	PROPN
easat-7970	173	18	learning	learn	VERB
easat-7970	173	19	gate	gate	PROPN
easat-7970	173	20	calculation	calculation	NOUN
easat-7970	173	21	of	of	ADP
easat-7970	173	22	the	the	DET
easat-7970	173	23	distance	distance	NOUN
easat-7970	173	24	r	r	NOUN
easat-7970	173	25	:	:	PUNCT
easat-7970	173	26	the	the	DET
easat-7970	173	27	distance	distance	NOUN
easat-7970	173	28	between	between	ADP
easat-7970	173	29	two	two	NUM
easat-7970	173	30	"	"	PUNCT
easat-7970	173	31	fireflies	firefly	NOUN
easat-7970	173	32	"	"	PUNCT
easat-7970	173	33	is	be	AUX
easat-7970	173	34	calculated	calculate	VERB
easat-7970	173	35	using	use	VERB
easat-7970	173	36	the	the	DET
easat-7970	173	37	euclidean	euclidean	ADJ
easat-7970	173	38	distance	distance	NOUN
easat-7970	173	39	.	.	PUNCT
easat-7970	174	1	this	this	PRON
easat-7970	174	2	allows	allow	VERB
easat-7970	174	3	for	for	ADP
easat-7970	174	4	determining	determine	VERB
easat-7970	174	5	the	the	DET
easat-7970	174	6	proximity	proximity	NOUN
easat-7970	174	7	in	in	ADP
easat-7970	174	8	the	the	DET
easat-7970	174	9	solution	solution	NOUN
easat-7970	174	10	space	space	NOUN
easat-7970	174	11	.	.	PUNCT
easat-7970	175	1	this	this	PRON
easat-7970	175	2	is	be	AUX
easat-7970	175	3	mathematically	mathematically	ADV
easat-7970	175	4	expressed	express	VERB
easat-7970	175	5	in	in	ADP
easat-7970	175	6	equation	equation	NOUN
easat-7970	175	7	(	(	PUNCT
easat-7970	175	8	8)	8)	NUM
easat-7970	175	9	:	:	PUNCT
easat-7970	175	10	𝑟𝑖𝑘	𝑟𝑖𝑘	NOUN
easat-7970	175	11	=	=	PUNCT
easat-7970	175	12	√∑	√∑	PROPN
easat-7970	175	13	(	(	PUNCT
easat-7970	175	14	x𝑖𝑗	x𝑖𝑗	PROPN
easat-7970	175	15	−	−	PROPN
easat-7970	175	16	xkj	xkj	PROPN
easat-7970	175	17	)	)	PUNCT
easat-7970	175	18	2𝑑	2𝑑	NOUN
easat-7970	175	19	𝑗=1	𝑗=1	PROPN
easat-7970	175	20	(	(	PUNCT
easat-7970	175	21	8)	8)	NUM
easat-7970	175	22	calculation	calculation	NOUN
easat-7970	175	23	of	of	ADP
easat-7970	175	24	attractiveness	attractiveness	NOUN
easat-7970	175	25	β	β	NOUN
easat-7970	175	26	:	:	PUNCT
easat-7970	175	27	the	the	DET
easat-7970	175	28	attractiveness	attractiveness	NOUN
easat-7970	175	29	is	be	AUX
easat-7970	175	30	a	a	DET
easat-7970	175	31	function	function	NOUN
easat-7970	175	32	of	of	ADP
easat-7970	175	33	the	the	DET
easat-7970	175	34	distance	distance	NOUN
easat-7970	175	35	between	between	ADP
easat-7970	175	36	the	the	DET
easat-7970	175	37	fireflies	firefly	NOUN
easat-7970	175	38	.	.	PUNCT
easat-7970	176	1	a	a	DET
easat-7970	176	2	shorter	short	ADJ
easat-7970	176	3	distance	distance	NOUN
easat-7970	176	4	and	and	CCONJ
easat-7970	176	5	a	a	DET
easat-7970	176	6	higher	high	ADJ
easat-7970	176	7	intensity	intensity	NOUN
easat-7970	176	8	of	of	ADP
easat-7970	176	9	the	the	DET
easat-7970	176	10	target	target	NOUN
easat-7970	176	11	firefly	firefly	NOUN
easat-7970	176	12	result	result	NOUN
easat-7970	176	13	in	in	ADP
easat-7970	176	14	greater	great	ADJ
easat-7970	176	15	attractiveness	attractiveness	NOUN
easat-7970	176	16	.	.	PUNCT
easat-7970	177	1	this	this	PRON
easat-7970	177	2	is	be	AUX
easat-7970	177	3	defined	define	VERB
easat-7970	177	4	in	in	ADP
easat-7970	177	5	equation	equation	NOUN
easat-7970	177	6	(	(	PUNCT
easat-7970	177	7	9	9	NUM
easat-7970	177	8	):	):	PUNCT
easat-7970	177	9	𝛽(𝑟	𝛽(𝑟	NOUN
easat-7970	177	10	)	)	PUNCT
easat-7970	177	11	=	=	SYM
easat-7970	177	12	𝛽0	𝛽0	PROPN
easat-7970	177	13	∗	∗	NOUN
easat-7970	177	14	𝑒−𝛾𝑟	𝑒−𝛾𝑟	PROPN
easat-7970	177	15	(	(	PUNCT
easat-7970	177	16	9	9	NUM
easat-7970	177	17	)	)	PUNCT
easat-7970	177	18	an	an	DET
easat-7970	177	19	alternative	alternative	ADJ
easat-7970	177	20	expression	expression	NOUN
easat-7970	177	21	of	of	ADP
easat-7970	177	22	the	the	DET
easat-7970	177	23	distance	distance	NOUN
easat-7970	177	24	is	be	AUX
easat-7970	177	25	also	also	ADV
easat-7970	177	26	given	give	VERB
easat-7970	177	27	in	in	ADP
easat-7970	177	28	equation	equation	NOUN
easat-7970	177	29	(	(	PUNCT
easat-7970	177	30	10	10	NUM
easat-7970	177	31	):	):	PUNCT
easat-7970	177	32	r(i	r(i	NOUN
easat-7970	177	33	,	,	PUNCT
easat-7970	177	34	k	k	NOUN
easat-7970	177	35	)	)	PUNCT
easat-7970	177	36	=	=	SYM
easat-7970	177	37	|x(i⃑	|x(i⃑	PROPN
easat-7970	177	38	)	)	PUNCT
easat-7970	177	39	−	−	PROPN
easat-7970	178	1	x(k⃗	x(k⃗	PROPN
easat-7970	178	2	)	)	PUNCT
easat-7970	179	1	|	|	ADV
easat-7970	179	2	=	=	PUNCT
easat-7970	179	3	√∑	√∑	X
easat-7970	179	4	(	(	PUNCT
easat-7970	179	5	xij	xij	NOUN
easat-7970	179	6	−	−	PROPN
easat-7970	179	7	xkj	xkj	PROPN
easat-7970	179	8	)	)	PUNCT
easat-7970	180	1	d	d	X
easat-7970	180	2	j=1	j=1	NOUN
easat-7970	180	3	(	(	PUNCT
easat-7970	180	4	10	10	NUM
easat-7970	180	5	)	)	PUNCT
easat-7970	180	6	updating	update	VERB
easat-7970	180	7	the	the	DET
easat-7970	180	8	intensity	intensity	NOUN
easat-7970	180	9	:	:	PUNCT
easat-7970	180	10	where	where	SCONJ
easat-7970	180	11	β0	β0	NOUN
easat-7970	180	12	is	be	AUX
easat-7970	180	13	the	the	DET
easat-7970	180	14	attractiveness	attractiveness	NOUN
easat-7970	180	15	at	at	ADP
easat-7970	180	16	r=0	r=0	PROPN
easat-7970	180	17	,	,	PUNCT
easat-7970	180	18	and	and	CCONJ
easat-7970	180	19	γ	γ	NOUN
easat-7970	180	20	is	be	AUX
easat-7970	180	21	a	a	DET
easat-7970	180	22	light	light	ADJ
easat-7970	180	23	absorption	absorption	NOUN
easat-7970	180	24	coefficient	coefficient	NOUN
easat-7970	180	25	.	.	PUNCT
easat-7970	181	1	the	the	DET
easat-7970	181	2	position	position	NOUN
easat-7970	181	3	of	of	ADP
easat-7970	181	4	a	a	DET
easat-7970	181	5	"	"	PUNCT
easat-7970	181	6	firefly	firefly	NOUN
easat-7970	181	7	"	"	PUNCT
easat-7970	181	8	in	in	ADP
easat-7970	181	9	the	the	DET
easat-7970	181	10	algorithm	algorithm	NOUN
easat-7970	181	11	is	be	AUX
easat-7970	181	12	updated	update	VERB
easat-7970	181	13	by	by	ADP
easat-7970	181	14	moving	move	VERB
easat-7970	181	15	closer	close	ADV
easat-7970	181	16	to	to	ADP
easat-7970	181	17	brighter	bright	ADJ
easat-7970	181	18	fireflies	firefly	NOUN
easat-7970	181	19	and	and	CCONJ
easat-7970	181	20	incorporating	incorporate	VERB
easat-7970	181	21	a	a	DET
easat-7970	181	22	random	random	ADJ
easat-7970	181	23	movement	movement	NOUN
easat-7970	181	24	,	,	PUNCT
easat-7970	181	25	this	this	PRON
easat-7970	181	26	is	be	AUX
easat-7970	181	27	formally	formally	ADV
easat-7970	181	28	defined	define	VERB
easat-7970	181	29	in	in	ADP
easat-7970	181	30	equation	equation	NOUN
easat-7970	181	31	(	(	PUNCT
easat-7970	181	32	11	11	NUM
easat-7970	181	33	):	):	PUNCT
easat-7970	181	34	:	:	PUNCT
easat-7970	181	35	𝑥𝑖	𝑥𝑖	PROPN
easat-7970	181	36	=	=	SYM
easat-7970	181	37	𝑥𝑖	𝑥𝑖	PROPN
easat-7970	181	38	+	+	NUM
easat-7970	181	39	𝛽(𝑟	𝛽(𝑟	NOUN
easat-7970	181	40	)	)	PUNCT
easat-7970	181	41	∗	∗	NOUN
easat-7970	181	42	(	(	PUNCT
easat-7970	181	43	𝑥𝑘	𝑥𝑘	NOUN
easat-7970	181	44	−	−	PROPN
easat-7970	181	45	𝑥𝑖	𝑥𝑖	PROPN
easat-7970	181	46	)	)	PUNCT
easat-7970	182	1	+	+	CCONJ
easat-7970	182	2	𝛼(𝑟𝑎𝑛𝑑	𝛼(𝑟𝑎𝑛𝑑	VERB
easat-7970	182	3	−	−	PROPN
easat-7970	182	4	1	1	NUM
easat-7970	182	5	2	2	NUM
easat-7970	182	6	)	)	PUNCT
easat-7970	182	7	(	(	PUNCT
easat-7970	182	8	11	11	NUM
easat-7970	182	9	)	)	PUNCT
easat-7970	182	10	this	this	DET
easat-7970	182	11	approach	approach	NOUN
easat-7970	182	12	maintains	maintain	VERB
easat-7970	182	13	a	a	DET
easat-7970	182	14	balance	balance	NOUN
easat-7970	182	15	between	between	ADP
easat-7970	182	16	attraction	attraction	NOUN
easat-7970	182	17	to	to	ADP
easat-7970	182	18	optimal	optimal	ADJ
easat-7970	182	19	solutions	solution	NOUN
easat-7970	182	20	and	and	CCONJ
easat-7970	182	21	exploration	exploration	NOUN
easat-7970	182	22	of	of	ADP
easat-7970	182	23	the	the	DET
easat-7970	182	24	search	search	NOUN
easat-7970	182	25	space	space	NOUN
easat-7970	182	26	to	to	PART
easat-7970	182	27	enhance	enhance	VERB
easat-7970	182	28	the	the	DET
easat-7970	182	29	diversity	diversity	NOUN
easat-7970	182	30	of	of	ADP
easat-7970	182	31	considered	consider	VERB
easat-7970	182	32	solutions	solution	NOUN
easat-7970	182	33	.	.	PUNCT
easat-7970	183	1	at	at	ADP
easat-7970	183	2	the	the	DET
easat-7970	183	3	end	end	NOUN
easat-7970	183	4	of	of	ADP
easat-7970	183	5	the	the	DET
easat-7970	183	6	process	process	NOUN
easat-7970	183	7	,	,	PUNCT
easat-7970	183	8	the	the	DET
easat-7970	183	9	bestperforming	bestperforme	VERB
easat-7970	183	10	positions	position	NOUN
easat-7970	183	11	are	be	AUX
easat-7970	183	12	converted	convert	VERB
easat-7970	183	13	into	into	ADP
easat-7970	183	14	a	a	DET
easat-7970	183	15	binary	binary	ADJ
easat-7970	183	16	representation	representation	NOUN
easat-7970	183	17	,	,	PUNCT
easat-7970	183	18	facilitating	facilitate	VERB
easat-7970	183	19	the	the	DET
easat-7970	183	20	identification	identification	NOUN
easat-7970	183	21	of	of	ADP
easat-7970	183	22	the	the	DET
easat-7970	183	23	most	most	ADV
easat-7970	183	24	relevant	relevant	ADJ
easat-7970	183	25	features	feature	NOUN
easat-7970	183	26	for	for	ADP
easat-7970	183	27	the	the	DET
easat-7970	183	28	application	application	NOUN
easat-7970	183	29	of	of	ADP
easat-7970	183	30	the	the	DET
easat-7970	183	31	lsh	lsh	PROPN
easat-7970	183	32	method	method	NOUN
easat-7970	183	33	.	.	PUNCT
easat-7970	184	1	to	to	PART
easat-7970	184	2	ensure	ensure	VERB
easat-7970	184	3	a	a	DET
easat-7970	184	4	reliable	reliable	ADJ
easat-7970	184	5	and	and	CCONJ
easat-7970	184	6	efficient	efficient	ADJ
easat-7970	184	7	exploration	exploration	NOUN
easat-7970	184	8	of	of	ADP
easat-7970	184	9	the	the	DET
easat-7970	184	10	feature	feature	NOUN
easat-7970	184	11	space	space	NOUN
easat-7970	184	12	,	,	PUNCT
easat-7970	184	13	we	we	PRON
easat-7970	184	14	adopted	adopt	VERB
easat-7970	184	15	the	the	DET
easat-7970	184	16	parameter	parameter	NOUN
easat-7970	184	17	values	value	NOUN
easat-7970	184	18	recommended	recommend	VERB
easat-7970	184	19	by	by	ADP
easat-7970	184	20	arora	arora	PROPN
easat-7970	184	21	and	and	CCONJ
easat-7970	184	22	anand	anand	PROPN
easat-7970	185	1	[	[	X
easat-7970	185	2	38	38	NUM
easat-7970	185	3	]	]	PUNCT
easat-7970	185	4	.	.	PUNCT
easat-7970	186	1	specifically	specifically	ADV
easat-7970	186	2	,	,	PUNCT
easat-7970	186	3	the	the	DET
easat-7970	186	4	initial	initial	ADJ
easat-7970	186	5	attractiveness	attractiveness	NOUN
easat-7970	186	6	coefficient	coefficient	NOUN
easat-7970	186	7	was	be	AUX
easat-7970	186	8	set	set	VERB
easat-7970	186	9	to	to	ADP
easat-7970	186	10	β0=1.0	β0=1.0	PROPN
easat-7970	186	11	,	,	PUNCT
easat-7970	186	12	the	the	DET
easat-7970	186	13	light	light	ADJ
easat-7970	186	14	absorption	absorption	NOUN
easat-7970	186	15	coefficient	coefficient	NOUN
easat-7970	186	16	to	to	ADP
easat-7970	186	17	γ=1.0	γ=1.0	PROPN
easat-7970	186	18	,	,	PUNCT
easat-7970	186	19	and	and	CCONJ
easat-7970	186	20	the	the	DET
easat-7970	186	21	randomization	randomization	NOUN
easat-7970	186	22	parameter	parameter	NOUN
easat-7970	186	23	to	to	ADP
easat-7970	186	24	α=0.2	α=0.2	PROPN
easat-7970	186	25	.	.	PUNCT
easat-7970	187	1	these	these	DET
easat-7970	187	2	values	value	NOUN
easat-7970	187	3	are	be	AUX
easat-7970	187	4	known	know	VERB
easat-7970	187	5	to	to	PART
easat-7970	187	6	provide	provide	VERB
easat-7970	187	7	a	a	DET
easat-7970	187	8	good	good	ADJ
easat-7970	187	9	balance	balance	NOUN
easat-7970	187	10	between	between	ADP
easat-7970	187	11	local	local	ADJ
easat-7970	187	12	exploitation	exploitation	NOUN
easat-7970	187	13	and	and	CCONJ
easat-7970	187	14	global	global	ADJ
easat-7970	187	15	exploration	exploration	NOUN
easat-7970	187	16	,	,	PUNCT
easat-7970	187	17	which	which	PRON
easat-7970	187	18	supports	support	VERB
easat-7970	187	19	robust	robust	ADJ
easat-7970	187	20	and	and	CCONJ
easat-7970	187	21	stable	stable	ADJ
easat-7970	187	22	optimization	optimization	NOUN
easat-7970	187	23	performance	performance	NOUN
easat-7970	187	24	in	in	ADP
easat-7970	187	25	bio	bio	ADJ
easat-7970	187	26	-	-	PUNCT
easat-7970	187	27	inspired	inspire	VERB
easat-7970	187	28	algorithms	algorithm	NOUN
easat-7970	187	29	.	.	PUNCT
easat-7970	188	1	the	the	DET
easat-7970	188	2	pseudo	pseudo	NOUN
easat-7970	188	3	-	-	NOUN
easat-7970	188	4	code	code	NOUN
easat-7970	188	5	depicts	depict	VERB
easat-7970	188	6	the	the	DET
easat-7970	188	7	proposed	propose	VERB
easat-7970	188	8	feature	feature	NOUN
easat-7970	188	9	selection	selection	NOUN
easat-7970	188	10	using	use	VERB
easat-7970	188	11	the	the	DET
easat-7970	188	12	firefly	firefly	NOUN
easat-7970	188	13	algorithm	algorithm	NOUN
easat-7970	188	14	..	..	PUNCT
easat-7970	188	15	854	854	NUM
easat-7970	188	16	edelweiss	edelweiss	PROPN
easat-7970	188	17	applied	apply	VERB
easat-7970	188	18	science	science	NOUN
easat-7970	188	19	and	and	CCONJ
easat-7970	188	20	technology	technology	NOUN
easat-7970	188	21	issn	issn	PROPN
easat-7970	188	22	:	:	PUNCT
easat-7970	188	23	2576	2576	NUM
easat-7970	188	24	-	-	SYM
easat-7970	188	25	8484	8484	NUM
easat-7970	188	26	vol	vol	NOUN
easat-7970	188	27	.	.	PROPN
easat-7970	189	1	9	9	NUM
easat-7970	189	2	,	,	PUNCT
easat-7970	189	3	no	no	INTJ
easat-7970	189	4	.	.	NOUN
easat-7970	190	1	6	6	NUM
easat-7970	190	2	:	:	SYM
easat-7970	190	3	846	846	NUM
easat-7970	190	4	-	-	SYM
easat-7970	190	5	863	863	NUM
easat-7970	190	6	,	,	PUNCT
easat-7970	190	7	2025	2025	NUM
easat-7970	190	8	doi	doi	NOUN
easat-7970	190	9	:	:	PUNCT
easat-7970	190	10	10.55214/25768484.v9i6.7970	10.55214/25768484.v9i6.7970	NUM
easat-7970	190	11	©	©	PROPN
easat-7970	190	12	2025	2025	NUM
easat-7970	190	13	by	by	ADP
easat-7970	190	14	the	the	DET
easat-7970	190	15	authors	author	NOUN
easat-7970	190	16	;	;	PUNCT
easat-7970	190	17	licensee	licensee	PROPN
easat-7970	190	18	learning	learn	VERB
easat-7970	190	19	gate	gate	NOUN
easat-7970	190	20	table	table	NOUN
easat-7970	190	21	2	2	NUM
easat-7970	190	22	.	.	PUNCT
easat-7970	190	23	feature	feature	NOUN
easat-7970	190	24	selection	selection	NOUN
easat-7970	190	25	:	:	PUNCT
easat-7970	190	26	firefly	firefly	NOUN
easat-7970	190	27	-	-	PUNCT
easat-7970	190	28	lfw	lfw	NOUN
easat-7970	190	29	algorithm	algorithm	NOUN
easat-7970	190	30	.	.	PUNCT
easat-7970	191	1	algorithm	algorithm	NOUN
easat-7970	191	2	1	1	NUM
easat-7970	191	3	:	:	PUNCT
easat-7970	191	4	firefly	firefly	NOUN
easat-7970	191	5	algorithm	algorithm	NOUN
easat-7970	191	6	for	for	ADP
easat-7970	191	7	feature	feature	NOUN
easat-7970	191	8	selection	selection	NOUN
easat-7970	191	9	1	1	NUM
easat-7970	191	10	:	:	PUNCT
easat-7970	191	11	input	input	NOUN
easat-7970	191	12	:	:	PUNCT
easat-7970	191	13	dataset	dataset	NOUN
easat-7970	191	14	2	2	NUM
easat-7970	191	15	:	:	PUNCT
easat-7970	191	16	a	a	DET
easat-7970	191	17	firefly	firefly	NOUN
easat-7970	191	18	is	be	AUX
easat-7970	191	19	a	a	DET
easat-7970	191	20	line	line	NOUN
easat-7970	191	21	in	in	ADP
easat-7970	191	22	the	the	DET
easat-7970	191	23	dataset	dataset	NOUN
easat-7970	191	24	=	=	SYM
easat-7970	191	25	(	(	PUNCT
easat-7970	191	26	z1	z1	PROPN
easat-7970	191	27	,	,	PUNCT
easat-7970	191	28	z2	z2	PROPN
easat-7970	191	29	,	,	PUNCT
easat-7970	191	30	...	...	PUNCT
easat-7970	191	31	,	,	PUNCT
easat-7970	191	32	zd	zd	PROPN
easat-7970	191	33	)	)	PUNCT
easat-7970	191	34	.	.	PUNCT
easat-7970	192	1	3	3	X
easat-7970	192	2	:	:	PUNCT
easat-7970	192	3	concatenation	concatenation	NOUN
easat-7970	192	4	of	of	ADP
easat-7970	192	5	the	the	DET
easat-7970	192	6	line	line	NOUN
easat-7970	192	7	attributes	attribute	VERB
easat-7970	192	8	.	.	PUNCT
easat-7970	193	1	4	4	NUM
easat-7970	193	2	:	:	PUNCT
easat-7970	193	3	lfw	lfw	NOUN
easat-7970	193	4	representation	representation	NOUN
easat-7970	193	5	for	for	ADP
easat-7970	193	6	each	each	DET
easat-7970	193	7	segment	segment	NOUN
easat-7970	193	8	(	(	PUNCT
easat-7970	193	9	eq	eq	NOUN
easat-7970	193	10	.	.	PROPN
easat-7970	193	11	1	1	NUM
easat-7970	193	12	)	)	PUNCT
easat-7970	193	13	.	.	PUNCT
easat-7970	194	1	5	5	NUM
easat-7970	194	2	:	:	PUNCT
easat-7970	194	3	discretization	discretization	NOUN
easat-7970	194	4	according	accord	VERB
easat-7970	194	5	to	to	ADP
easat-7970	194	6	(	(	PUNCT
easat-7970	194	7	eq	eq	NOUN
easat-7970	194	8	.	.	NOUN
easat-7970	194	9	2	2	NUM
easat-7970	194	10	&	&	CCONJ
easat-7970	194	11	eq	eq	NOUN
easat-7970	194	12	.	.	PROPN
easat-7970	194	13	3	3	NUM
easat-7970	194	14	)	)	PUNCT
easat-7970	194	15	.	.	PUNCT
easat-7970	195	1	6	6	NUM
easat-7970	195	2	:	:	PUNCT
easat-7970	195	3	randomly	randomly	ADV
easat-7970	195	4	generate	generate	VERB
easat-7970	195	5	a	a	DET
easat-7970	195	6	swarm	swarm	NOUN
easat-7970	195	7	of	of	ADP
easat-7970	195	8	fireflies	firefly	NOUN
easat-7970	195	9	.	.	PUNCT
easat-7970	196	1	7	7	X
easat-7970	196	2	:	:	PUNCT
easat-7970	196	3	calculate	calculate	VERB
easat-7970	196	4	the	the	DET
easat-7970	196	5	dimension	dimension	NOUN
easat-7970	196	6	of	of	ADP
easat-7970	196	7	the	the	DET
easat-7970	196	8	fireflies	firefly	NOUN
easat-7970	196	9	’	'	PUNCT
easat-7970	196	10	position	position	NOUN
easat-7970	196	11	:	:	PUNCT
easat-7970	196	12	d	d	NOUN
easat-7970	196	13	=	=	PUNCT
easat-7970	196	14	line	line	NOUN
easat-7970	196	15	size	size	NOUN
easat-7970	196	16	.	.	PUNCT
easat-7970	197	1	8	8	NUM
easat-7970	197	2	:	:	PUNCT
easat-7970	197	3	define	define	VERB
easat-7970	197	4	the	the	DET
easat-7970	197	5	light	light	ADJ
easat-7970	197	6	intensity	intensity	NOUN
easat-7970	197	7	as	as	ADP
easat-7970	197	8	score	score	NOUN
easat-7970	197	9	i	i	NOUN
easat-7970	197	10	=	=	VERB
easat-7970	197	11	score	score	NOUN
easat-7970	197	12	(	(	PUNCT
easat-7970	197	13	eq	eq	NOUN
easat-7970	197	14	.	.	NOUN
easat-7970	197	15	4	4	NUM
easat-7970	197	16	)	)	PUNCT
easat-7970	197	17	.	.	PUNCT
easat-7970	198	1	9	9	NUM
easat-7970	198	2	:	:	PUNCT
easat-7970	198	3	set	set	VERB
easat-7970	198	4	a	a	DET
easat-7970	198	5	maximum	maximum	ADJ
easat-7970	198	6	number	number	NOUN
easat-7970	198	7	of	of	ADP
easat-7970	198	8	iterations	iteration	NOUN
easat-7970	198	9	:	:	PUNCT
easat-7970	198	10	maxiterations	maxiteration	NOUN
easat-7970	198	11	.	.	PUNCT
easat-7970	199	1	10	10	NUM
easat-7970	199	2	:	:	PUNCT
easat-7970	199	3	initialize	initialize	VERB
easat-7970	199	4	t	t	NOUN
easat-7970	199	5	=	=	SYM
easat-7970	199	6	0	0	NUM
easat-7970	199	7	.	.	NOUN
easat-7970	200	1	11	11	NUM
easat-7970	200	2	:	:	PUNCT
easat-7970	200	3	while	while	SCONJ
easat-7970	200	4	t	t	PROPN
easat-7970	200	5	<	<	X
easat-7970	200	6	maxiterations	maxiteration	NOUN
easat-7970	200	7	do	do	VERB
easat-7970	200	8	12	12	NUM
easat-7970	200	9	:	:	PUNCT
easat-7970	200	10	for	for	ADP
easat-7970	200	11	i	i	PRON
easat-7970	200	12	=	=	NOUN
easat-7970	200	13	1	1	NUM
easat-7970	200	14	to	to	PART
easat-7970	200	15	n	n	PRON
easat-7970	200	16	do	do	VERB
easat-7970	200	17	13	13	NUM
easat-7970	200	18	:	:	PUNCT
easat-7970	200	19	for	for	ADP
easat-7970	200	20	k	k	PROPN
easat-7970	200	21	=	=	SYM
easat-7970	200	22	1	1	NUM
easat-7970	200	23	to	to	PART
easat-7970	200	24	l	l	PROPN
easat-7970	200	25	do	do	VERB
easat-7970	200	26	14	14	NUM
easat-7970	200	27	:	:	PUNCT
easat-7970	200	28	if	if	SCONJ
easat-7970	200	29	ik	ik	PROPN
easat-7970	200	30	>	>	X
easat-7970	200	31	ii	ii	PROPN
easat-7970	200	32	then	then	ADV
easat-7970	200	33	15	15	NUM
easat-7970	200	34	:	:	PUNCT
easat-7970	200	35	/	/	SYM
easat-7970	201	1	*	*	PUNCT
easat-7970	201	2	move	move	NOUN
easat-7970	201	3	firefly	firefly	NOUN
easat-7970	201	4	i	i	PRON
easat-7970	201	5	towards	towards	ADP
easat-7970	201	6	firefly	firefly	NOUN
easat-7970	201	7	k	k	PROPN
easat-7970	201	8	following	follow	VERB
easat-7970	201	9	these	these	DET
easat-7970	201	10	steps	step	NOUN
easat-7970	201	11	*	*	PUNCT
easat-7970	201	12	/	/	SYM
easat-7970	201	13	16	16	NUM
easat-7970	201	14	:	:	PUNCT
easat-7970	201	15	calculate	calculate	VERB
easat-7970	201	16	the	the	DET
easat-7970	201	17	distance	distance	NOUN
easat-7970	201	18	r	r	NOUN
easat-7970	201	19	(	(	PUNCT
easat-7970	201	20	eq	eq	NOUN
easat-7970	201	21	.	.	PROPN
easat-7970	201	22	5	5	NUM
easat-7970	201	23	)	)	PUNCT
easat-7970	201	24	.	.	PUNCT
easat-7970	202	1	17	17	NUM
easat-7970	202	2	:	:	PUNCT
easat-7970	202	3	calculate	calculate	VERB
easat-7970	202	4	the	the	DET
easat-7970	202	5	attractiveness	attractiveness	NOUN
easat-7970	202	6	β	β	X
easat-7970	202	7	(	(	PUNCT
easat-7970	202	8	eq	eq	NOUN
easat-7970	202	9	.	.	PROPN
easat-7970	202	10	6	6	NUM
easat-7970	202	11	&	&	CCONJ
easat-7970	202	12	eq	eq	NOUN
easat-7970	202	13	.	.	PROPN
easat-7970	202	14	7	7	NUM
easat-7970	202	15	)	)	PUNCT
easat-7970	202	16	.	.	PUNCT
easat-7970	203	1	18	18	NUM
easat-7970	203	2	:	:	PUNCT
easat-7970	203	3	calculate	calculate	VERB
easat-7970	203	4	the	the	DET
easat-7970	203	5	new	new	ADJ
easat-7970	203	6	position	position	NOUN
easat-7970	203	7	zi	zi	NOUN
easat-7970	203	8	of	of	ADP
easat-7970	203	9	the	the	DET
easat-7970	203	10	firefly	firefly	NOUN
easat-7970	203	11	(	(	PUNCT
easat-7970	203	12	eq	eq	NOUN
easat-7970	203	13	.	.	PROPN
easat-7970	203	14	8)	8)	NUM
easat-7970	203	15	.	.	NOUN
easat-7970	204	1	19	19	NUM
easat-7970	204	2	:	:	PUNCT
easat-7970	204	3	evaluate	evaluate	VERB
easat-7970	204	4	the	the	DET
easat-7970	204	5	firefly	firefly	NOUN
easat-7970	204	6	by	by	ADP
easat-7970	204	7	updating	update	VERB
easat-7970	204	8	the	the	DET
easat-7970	204	9	light	light	ADJ
easat-7970	204	10	intensity	intensity	NOUN
easat-7970	204	11	(	(	PUNCT
easat-7970	204	12	score	score	NOUN
easat-7970	204	13	:	:	PUNCT
easat-7970	204	14	eq	eq	ADJ
easat-7970	204	15	.	.	PROPN
easat-7970	204	16	4	4	NUM
easat-7970	204	17	)	)	PUNCT
easat-7970	204	18	.	.	PUNCT
easat-7970	205	1	20	20	NUM
easat-7970	205	2	:	:	PUNCT
easat-7970	205	3	end	end	VERB
easat-7970	205	4	if	if	SCONJ
easat-7970	205	5	21	21	NUM
easat-7970	205	6	:	:	PUNCT
easat-7970	205	7	rank	rank	VERB
easat-7970	205	8	the	the	DET
easat-7970	205	9	fireflies	firefly	NOUN
easat-7970	205	10	and	and	CCONJ
easat-7970	205	11	find	find	VERB
easat-7970	205	12	the	the	DET
easat-7970	205	13	current	current	ADJ
easat-7970	205	14	best	good	ADJ
easat-7970	205	15	.	.	PUNCT
easat-7970	206	1	22	22	NUM
easat-7970	206	2	:	:	PUNCT
easat-7970	206	3	record	record	VERB
easat-7970	206	4	the	the	DET
easat-7970	206	5	position	position	NOUN
easat-7970	206	6	of	of	ADP
easat-7970	206	7	the	the	DET
easat-7970	206	8	current	current	ADJ
easat-7970	206	9	best	good	ADJ
easat-7970	206	10	firefly	firefly	NOUN
easat-7970	206	11	(	(	PUNCT
easat-7970	206	12	in	in	ADP
easat-7970	206	13	real	real	ADJ
easat-7970	206	14	values	value	NOUN
easat-7970	206	15	)	)	PUNCT
easat-7970	206	16	.	.	PUNCT
easat-7970	207	1	23	23	NUM
easat-7970	207	2	:	:	PUNCT
easat-7970	207	3	discretize	discretize	VERB
easat-7970	207	4	the	the	DET
easat-7970	207	5	real	real	ADJ
easat-7970	207	6	position	position	NOUN
easat-7970	207	7	of	of	ADP
easat-7970	207	8	the	the	DET
easat-7970	207	9	best	good	ADJ
easat-7970	207	10	firefly	firefly	NOUN
easat-7970	207	11	(	(	PUNCT
easat-7970	207	12	eq	eq	NOUN
easat-7970	207	13	.	.	PROPN
easat-7970	207	14	2	2	NUM
easat-7970	207	15	&	&	CCONJ
easat-7970	207	16	eq	eq	NOUN
easat-7970	207	17	.	.	PROPN
easat-7970	207	18	3	3	NUM
easat-7970	207	19	)	)	PUNCT
easat-7970	207	20	.	.	PUNCT
easat-7970	208	1	24	24	NUM
easat-7970	208	2	:	:	PUNCT
easat-7970	208	3	end	end	VERB
easat-7970	208	4	for	for	ADP
easat-7970	208	5	25	25	NUM
easat-7970	208	6	:	:	PUNCT
easat-7970	208	7	end	end	VERB
easat-7970	208	8	for	for	ADP
easat-7970	208	9	26	26	NUM
easat-7970	208	10	:	:	PUNCT
easat-7970	208	11	increment	increment	NOUN
easat-7970	208	12	t	t	PROPN
easat-7970	208	13	=	=	SYM
easat-7970	208	14	t	t	PROPN
easat-7970	209	1	+	+	NOUN
easat-7970	209	2	1	1	NUM
easat-7970	209	3	.	.	X
easat-7970	209	4	27	27	NUM
easat-7970	209	5	:	:	PUNCT
easat-7970	209	6	end	end	VERB
easat-7970	209	7	while	while	SCONJ
easat-7970	209	8	28	28	NUM
easat-7970	209	9	:	:	PUNCT
easat-7970	209	10	return	return	NOUN
easat-7970	209	11	:	:	PUNCT
easat-7970	209	12	selected	select	VERB
easat-7970	209	13	relevant	relevant	ADJ
easat-7970	209	14	features	feature	NOUN
easat-7970	209	15	.	.	PUNCT
easat-7970	210	1	3.2	3.2	NUM
easat-7970	210	2	.	.	PUNCT
easat-7970	210	3	dimensional	dimensional	ADJ
easat-7970	210	4	reduction	reduction	NOUN
easat-7970	210	5	with	with	ADP
easat-7970	210	6	lsh	lsh	PROPN
easat-7970	210	7	in	in	ADP
easat-7970	210	8	the	the	DET
easat-7970	210	9	second	second	ADJ
easat-7970	210	10	phase	phase	NOUN
easat-7970	210	11	of	of	ADP
easat-7970	210	12	our	our	PRON
easat-7970	210	13	methodology	methodology	NOUN
easat-7970	210	14	,	,	PUNCT
easat-7970	210	15	we	we	PRON
easat-7970	210	16	extend	extend	VERB
easat-7970	210	17	the	the	DET
easat-7970	210	18	process	process	NOUN
easat-7970	210	19	initiated	initiate	VERB
easat-7970	210	20	with	with	ADP
easat-7970	210	21	feature	feature	NOUN
easat-7970	210	22	selection	selection	NOUN
easat-7970	210	23	using	use	VERB
easat-7970	210	24	the	the	DET
easat-7970	210	25	firefly	firefly	NOUN
easat-7970	210	26	-	-	PUNCT
easat-7970	210	27	lfw	lfw	NOUN
easat-7970	210	28	algorithm	algorithm	NOUN
easat-7970	210	29	by	by	ADP
easat-7970	210	30	applying	apply	VERB
easat-7970	210	31	dimensionality	dimensionality	NOUN
easat-7970	210	32	reduction	reduction	NOUN
easat-7970	210	33	based	base	VERB
easat-7970	210	34	on	on	ADP
easat-7970	210	35	lsh	lsh	PROPN
easat-7970	210	36	.	.	PUNCT
easat-7970	211	1	this	this	DET
easat-7970	211	2	step	step	NOUN
easat-7970	211	3	relies	rely	VERB
easat-7970	211	4	on	on	ADP
easat-7970	211	5	three	three	NUM
easat-7970	211	6	complementary	complementary	ADJ
easat-7970	211	7	techniques	technique	NOUN
easat-7970	211	8	:	:	PUNCT
easat-7970	211	9	shingling	shingle	VERB
easat-7970	211	10	,	,	PUNCT
easat-7970	211	11	minhashing	minhashing	NOUN
easat-7970	211	12	,	,	PUNCT
easat-7970	211	13	and	and	CCONJ
easat-7970	211	14	banding	banding	NOUN
easat-7970	211	15	,	,	PUNCT
easat-7970	211	16	which	which	PRON
easat-7970	211	17	optimize	optimize	VERB
easat-7970	211	18	data	datum	NOUN
easat-7970	211	19	structuring	structuring	NOUN
easat-7970	211	20	and	and	CCONJ
easat-7970	211	21	organization	organization	NOUN
easat-7970	211	22	.	.	PUNCT
easat-7970	212	1	the	the	DET
easat-7970	212	2	objective	objective	NOUN
easat-7970	212	3	is	be	AUX
easat-7970	212	4	to	to	PART
easat-7970	212	5	efficiently	efficiently	ADV
easat-7970	212	6	group	group	VERB
easat-7970	212	7	similar	similar	ADJ
easat-7970	212	8	rows	row	NOUN
easat-7970	212	9	while	while	SCONJ
easat-7970	212	10	reducing	reduce	VERB
easat-7970	212	11	the	the	DET
easat-7970	212	12	computational	computational	ADJ
easat-7970	212	13	complexity	complexity	NOUN
easat-7970	212	14	of	of	ADP
easat-7970	212	15	record	record	NOUN
easat-7970	212	16	linkage	linkage	NOUN
easat-7970	212	17	.	.	PUNCT
easat-7970	213	1	integrating	integrate	VERB
easat-7970	213	2	lsh	lsh	PROPN
easat-7970	213	3	into	into	ADP
easat-7970	213	4	the	the	DET
easat-7970	213	5	clustering	cluster	VERB
easat-7970	213	6	process	process	NOUN
easat-7970	213	7	enhances	enhance	VERB
easat-7970	213	8	both	both	CCONJ
easat-7970	213	9	the	the	DET
easat-7970	213	10	accuracy	accuracy	NOUN
easat-7970	213	11	and	and	CCONJ
easat-7970	213	12	efficiency	efficiency	NOUN
easat-7970	213	13	of	of	ADP
easat-7970	213	14	record	record	NOUN
easat-7970	213	15	matching	matching	NOUN
easat-7970	213	16	while	while	SCONJ
easat-7970	213	17	minimizing	minimize	VERB
easat-7970	213	18	the	the	DET
easat-7970	213	19	computation	computation	NOUN
easat-7970	213	20	time	time	NOUN
easat-7970	213	21	required	require	VERB
easat-7970	213	22	to	to	PART
easat-7970	213	23	identify	identify	VERB
easat-7970	213	24	similar	similar	ADJ
easat-7970	213	25	row	row	NOUN
easat-7970	213	26	pairs	pair	NOUN
easat-7970	213	27	.	.	PUNCT
easat-7970	214	1	the	the	DET
easat-7970	214	2	key	key	ADJ
easat-7970	214	3	steps	step	NOUN
easat-7970	214	4	of	of	ADP
easat-7970	214	5	this	this	DET
easat-7970	214	6	approach	approach	NOUN
easat-7970	214	7	are	be	AUX
easat-7970	214	8	presented	present	VERB
easat-7970	214	9	in	in	ADP
easat-7970	214	10	the	the	DET
easat-7970	214	11	following	follow	VERB
easat-7970	214	12	pseudocode	pseudocode	NOUN
easat-7970	214	13	.	.	PUNCT
easat-7970	215	1	the	the	DET
easat-7970	215	2	pseudo	pseudo	NOUN
easat-7970	215	3	-	-	NOUN
easat-7970	215	4	code	code	NOUN
easat-7970	215	5	(	(	PUNCT
easat-7970	215	6	see	see	VERB
easat-7970	215	7	table	table	NOUN
easat-7970	215	8	3	3	NUM
easat-7970	215	9	)	)	PUNCT
easat-7970	215	10	illustrates	illustrate	VERB
easat-7970	215	11	the	the	DET
easat-7970	215	12	proposed	propose	VERB
easat-7970	215	13	dimensionality	dimensionality	NOUN
easat-7970	215	14	reduction	reduction	NOUN
easat-7970	215	15	with	with	ADP
easat-7970	215	16	lsh	lsh	PROPN
easat-7970	215	17	algorithm	algorithm	PROPN
easat-7970	215	18	.	.	PUNCT
easat-7970	216	1	855	855	NUM
easat-7970	216	2	edelweiss	edelweiss	PROPN
easat-7970	216	3	applied	apply	VERB
easat-7970	216	4	science	science	NOUN
easat-7970	216	5	and	and	CCONJ
easat-7970	216	6	technology	technology	NOUN
easat-7970	216	7	issn	issn	PROPN
easat-7970	216	8	:	:	PUNCT
easat-7970	216	9	2576	2576	NUM
easat-7970	216	10	-	-	SYM
easat-7970	216	11	8484	8484	NUM
easat-7970	216	12	vol	vol	NOUN
easat-7970	216	13	.	.	PROPN
easat-7970	217	1	9	9	NUM
easat-7970	217	2	,	,	PUNCT
easat-7970	217	3	no	no	INTJ
easat-7970	217	4	.	.	NOUN
easat-7970	218	1	6	6	NUM
easat-7970	218	2	:	:	SYM
easat-7970	218	3	846	846	NUM
easat-7970	218	4	-	-	SYM
easat-7970	218	5	863	863	NUM
easat-7970	218	6	,	,	PUNCT
easat-7970	218	7	2025	2025	NUM
easat-7970	218	8	doi	doi	NOUN
easat-7970	218	9	:	:	PUNCT
easat-7970	218	10	10.55214/25768484.v9i6.7970	10.55214/25768484.v9i6.7970	NUM
easat-7970	218	11	©	©	PROPN
easat-7970	218	12	2025	2025	NUM
easat-7970	218	13	by	by	ADP
easat-7970	218	14	the	the	DET
easat-7970	218	15	authors	author	NOUN
easat-7970	218	16	;	;	PUNCT
easat-7970	219	1	licensee	licensee	PROPN
easat-7970	219	2	learning	learn	VERB
easat-7970	219	3	gate	gate	NOUN
easat-7970	219	4	table	table	NOUN
easat-7970	219	5	3	3	NUM
easat-7970	219	6	.	.	PUNCT
easat-7970	219	7	algorithm	algorithm	NOUN
easat-7970	219	8	for	for	ADP
easat-7970	219	9	record	record	NOUN
easat-7970	219	10	linkage	linkage	NOUN
easat-7970	219	11	using	use	VERB
easat-7970	219	12	lsh	lsh	NOUN
easat-7970	219	13	and	and	CCONJ
easat-7970	219	14	firefly	firefly	NOUN
easat-7970	219	15	with	with	ADP
easat-7970	219	16	lfw	lfw	NOUN
easat-7970	219	17	.	.	PUNCT
easat-7970	220	1	algorithm	algorithm	NOUN
easat-7970	220	2	2	2	NUM
easat-7970	220	3	:	:	PUNCT
easat-7970	220	4	record	record	NOUN
easat-7970	220	5	linkage	linkage	NOUN
easat-7970	220	6	using	use	VERB
easat-7970	220	7	lsh	lsh	NOUN
easat-7970	220	8	and	and	CCONJ
easat-7970	220	9	firefly	firefly	NOUN
easat-7970	220	10	with	with	ADP
easat-7970	220	11	lfw	lfw	NOUN
easat-7970	220	12	1	1	NUM
easat-7970	220	13	:	:	PUNCT
easat-7970	220	14	input	input	NOUN
easat-7970	220	15	:	:	PUNCT
easat-7970	220	16	dataset	dataset	NOUN
easat-7970	220	17	,	,	PUNCT
easat-7970	220	18	threshold	threshold	NOUN
easat-7970	220	19	2	2	NUM
easat-7970	220	20	:	:	PUNCT
easat-7970	220	21	output	output	NOUN
easat-7970	220	22	:	:	PUNCT
easat-7970	220	23	set	set	VERB
easat-7970	220	24	of	of	ADP
easat-7970	220	25	similar	similar	ADJ
easat-7970	220	26	pairs	pair	NOUN
easat-7970	220	27	3	3	NUM
easat-7970	220	28	:	:	PUNCT
easat-7970	220	29	apply	apply	VERB
easat-7970	220	30	function	function	NOUN
easat-7970	220	31	firefly	firefly	NOUN
easat-7970	220	32	lfw	lfw	NOUN
easat-7970	220	33	algorithm	algorithm	NOUN
easat-7970	220	34	to	to	PART
easat-7970	220	35	dataset	dataset	VERB
easat-7970	220	36	d	d	PROPN
easat-7970	220	37	to	to	PART
easat-7970	220	38	obtain	obtain	VERB
easat-7970	220	39	the	the	DET
easat-7970	220	40	selected	select	VERB
easat-7970	220	41	features	feature	NOUN
easat-7970	220	42	;	;	PUNCT
easat-7970	220	43	4	4	NUM
easat-7970	220	44	:	:	PUNCT
easat-7970	220	45	initialize	initialize	VERB
easat-7970	220	46	hash	hash	NOUN
easat-7970	220	47	functions	function	NOUN
easat-7970	220	48	;	;	PUNCT
easat-7970	220	49	5	5	NUM
easat-7970	220	50	:	:	PUNCT
easat-7970	220	51	initialize	initialize	VERB
easat-7970	220	52	hash	hash	NOUN
easat-7970	220	53	tables	table	NOUN
easat-7970	220	54	;	;	PUNCT
easat-7970	220	55	6	6	NUM
easat-7970	220	56	:	:	PUNCT
easat-7970	220	57	procedure	procedure	NOUN
easat-7970	220	58	lsh(d	lsh(d	PROPN
easat-7970	220	59	,	,	PUNCT
easat-7970	220	60	t	t	PROPN
easat-7970	220	61	)	)	PUNCT
easat-7970	220	62	7	7	NUM
easat-7970	220	63	:	:	PUNCT
easat-7970	220	64	initialize	initialize	VERB
easat-7970	220	65	an	an	DET
easat-7970	220	66	empty	empty	ADJ
easat-7970	220	67	set	set	NOUN
easat-7970	220	68	s	s	NOUN
easat-7970	220	69	;	;	PUNCT
easat-7970	220	70	8	8	NUM
easat-7970	220	71	:	:	PUNCT
easat-7970	220	72	for	for	ADP
easat-7970	220	73	each	each	DET
easat-7970	220	74	item	item	NOUN
easat-7970	220	75	x	x	PUNCT
easat-7970	220	76	in	in	ADP
easat-7970	220	77	d	d	X
easat-7970	220	78	do	do	VERB
easat-7970	220	79	9	9	NUM
easat-7970	220	80	:	:	PUNCT
easat-7970	220	81	for	for	SCONJ
easat-7970	220	82	each	each	DET
easat-7970	220	83	hash	hash	NOUN
easat-7970	220	84	function	function	NOUN
easat-7970	220	85	h	h	NOUN
easat-7970	220	86	do	do	VERB
easat-7970	220	87	10	10	NUM
easat-7970	220	88	:	:	PUNCT
easat-7970	220	89	compute	compute	VERB
easat-7970	220	90	the	the	DET
easat-7970	220	91	hash	hash	NOUN
easat-7970	220	92	code	code	NOUN
easat-7970	220	93	h(x	h(x	PROPN
easat-7970	220	94	)	)	PUNCT
easat-7970	220	95	;	;	PUNCT
easat-7970	220	96	11	11	NUM
easat-7970	220	97	:	:	PUNCT
easat-7970	220	98	insert	insert	VERB
easat-7970	220	99	x	x	PUNCT
easat-7970	220	100	into	into	ADP
easat-7970	220	101	the	the	DET
easat-7970	220	102	corresponding	corresponding	ADJ
easat-7970	220	103	bucket	bucket	NOUN
easat-7970	220	104	in	in	ADP
easat-7970	220	105	the	the	DET
easat-7970	220	106	hash	hash	NOUN
easat-7970	220	107	table	table	NOUN
easat-7970	220	108	using	use	VERB
easat-7970	220	109	the	the	DET
easat-7970	220	110	hash	hash	NOUN
easat-7970	220	111	code	code	NOUN
easat-7970	220	112	;	;	PUNCT
easat-7970	220	113	12	12	NUM
easat-7970	220	114	:	:	PUNCT
easat-7970	220	115	end	end	VERB
easat-7970	220	116	for	for	ADP
easat-7970	220	117	13	13	NUM
easat-7970	220	118	:	:	PUNCT
easat-7970	220	119	end	end	VERB
easat-7970	220	120	for	for	ADP
easat-7970	220	121	14	14	NUM
easat-7970	220	122	:	:	PUNCT
easat-7970	220	123	for	for	ADP
easat-7970	220	124	each	each	DET
easat-7970	220	125	item	item	NOUN
easat-7970	220	126	x	x	PUNCT
easat-7970	220	127	in	in	ADP
easat-7970	220	128	d	d	PROPN
easat-7970	220	129	do	do	VERB
easat-7970	220	130	15	15	NUM
easat-7970	220	131	:	:	PUNCT
easat-7970	220	132	for	for	ADP
easat-7970	220	133	each	each	DET
easat-7970	220	134	hash	hash	NOUN
easat-7970	220	135	function	function	NOUN
easat-7970	220	136	h	h	NOUN
easat-7970	220	137	do	do	VERB
easat-7970	220	138	16	16	NUM
easat-7970	220	139	:	:	PUNCT
easat-7970	220	140	compute	compute	VERB
easat-7970	220	141	the	the	DET
easat-7970	220	142	hash	hash	NOUN
easat-7970	220	143	code	code	NOUN
easat-7970	220	144	h(x	h(x	PROPN
easat-7970	220	145	)	)	PUNCT
easat-7970	220	146	;	;	PUNCT
easat-7970	220	147	17	17	NUM
easat-7970	220	148	:	:	PUNCT
easat-7970	220	149	retrieve	retrieve	VERB
easat-7970	220	150	the	the	DET
easat-7970	220	151	bucket	bucket	NOUN
easat-7970	220	152	from	from	ADP
easat-7970	220	153	the	the	DET
easat-7970	220	154	hash	hash	NOUN
easat-7970	220	155	table	table	NOUN
easat-7970	220	156	using	use	VERB
easat-7970	220	157	the	the	DET
easat-7970	220	158	hash	hash	NOUN
easat-7970	220	159	code	code	NOUN
easat-7970	220	160	;	;	PUNCT
easat-7970	220	161	18	18	NUM
easat-7970	220	162	:	:	PUNCT
easat-7970	220	163	for	for	ADP
easat-7970	220	164	each	each	DET
easat-7970	220	165	item	item	NOUN
easat-7970	220	166	y	y	PROPN
easat-7970	220	167	in	in	ADP
easat-7970	220	168	the	the	DET
easat-7970	220	169	bucket	bucket	NOUN
easat-7970	220	170	do	do	VERB
easat-7970	220	171	19	19	NUM
easat-7970	220	172	:	:	PUNCT
easat-7970	220	173	if	if	SCONJ
easat-7970	220	174	similarity(x	similarity(x	NOUN
easat-7970	220	175	,	,	PUNCT
easat-7970	220	176	y	y	PROPN
easat-7970	220	177	)	)	PUNCT
easat-7970	220	178	≥	≥	PROPN
easat-7970	220	179	t	t	PROPN
easat-7970	220	180	then	then	ADV
easat-7970	220	181	20	20	NUM
easat-7970	220	182	:	:	PUNCT
easat-7970	220	183	add	add	VERB
easat-7970	220	184	(	(	PUNCT
easat-7970	220	185	x	x	NOUN
easat-7970	220	186	,	,	PUNCT
easat-7970	220	187	y	y	NOUN
easat-7970	220	188	)	)	PUNCT
easat-7970	220	189	to	to	ADP
easat-7970	220	190	s	s	PRON
easat-7970	220	191	;	;	PUNCT
easat-7970	220	192	21	21	NUM
easat-7970	220	193	:	:	PUNCT
easat-7970	220	194	end	end	VERB
easat-7970	220	195	if	if	SCONJ
easat-7970	220	196	22	22	NUM
easat-7970	220	197	:	:	PUNCT
easat-7970	220	198	end	end	VERB
easat-7970	220	199	for	for	ADP
easat-7970	220	200	23	23	NUM
easat-7970	220	201	:	:	PUNCT
easat-7970	220	202	end	end	VERB
easat-7970	220	203	for	for	ADP
easat-7970	220	204	24	24	NUM
easat-7970	220	205	:	:	PUNCT
easat-7970	220	206	end	end	VERB
easat-7970	220	207	for	for	ADP
easat-7970	220	208	25	25	NUM
easat-7970	220	209	:	:	PUNCT
easat-7970	220	210	return	return	VERB
easat-7970	220	211	s	s	PRON
easat-7970	220	212	;	;	PUNCT
easat-7970	220	213	26	26	NUM
easat-7970	220	214	:	:	PUNCT
easat-7970	220	215	end	end	NOUN
easat-7970	220	216	procedure	procedure	NOUN
easat-7970	220	217	the	the	DET
easat-7970	220	218	length	length	NOUN
easat-7970	220	219	-	-	PUNCT
easat-7970	220	220	based	base	VERB
easat-7970	220	221	feature	feature	NOUN
easat-7970	220	222	weighting	weighting	NOUN
easat-7970	220	223	technique	technique	NOUN
easat-7970	220	224	is	be	AUX
easat-7970	220	225	used	use	VERB
easat-7970	220	226	to	to	PART
easat-7970	220	227	assign	assign	VERB
easat-7970	220	228	weights	weight	NOUN
easat-7970	220	229	to	to	ADP
easat-7970	220	230	features	feature	NOUN
easat-7970	220	231	based	base	VERB
easat-7970	220	232	on	on	ADP
easat-7970	220	233	their	their	PRON
easat-7970	220	234	frequency	frequency	NOUN
easat-7970	220	235	and	and	CCONJ
easat-7970	220	236	importance	importance	NOUN
easat-7970	220	237	in	in	ADP
easat-7970	220	238	the	the	DET
easat-7970	220	239	dataset	dataset	NOUN
easat-7970	220	240	.	.	PUNCT
easat-7970	221	1	this	this	DET
easat-7970	221	2	step	step	NOUN
easat-7970	221	3	enhances	enhance	VERB
easat-7970	221	4	the	the	DET
easat-7970	221	5	representation	representation	NOUN
easat-7970	221	6	of	of	ADP
easat-7970	221	7	the	the	DET
easat-7970	221	8	data	datum	NOUN
easat-7970	221	9	and	and	CCONJ
easat-7970	221	10	facilitates	facilitate	VERB
easat-7970	221	11	more	more	ADV
easat-7970	221	12	accurate	accurate	ADJ
easat-7970	221	13	feature	feature	NOUN
easat-7970	221	14	selection	selection	NOUN
easat-7970	221	15	,	,	PUNCT
easat-7970	221	16	ultimately	ultimately	ADV
easat-7970	221	17	improving	improve	VERB
easat-7970	221	18	the	the	DET
easat-7970	221	19	quality	quality	NOUN
easat-7970	221	20	of	of	ADP
easat-7970	221	21	the	the	DET
easat-7970	221	22	record	record	NOUN
easat-7970	221	23	linkage	linkage	NOUN
easat-7970	221	24	process	process	NOUN
easat-7970	221	25	.	.	PUNCT
easat-7970	222	1	4	4	X
easat-7970	222	2	.	.	NOUN
easat-7970	222	3	results	result	NOUN
easat-7970	222	4	and	and	CCONJ
easat-7970	222	5	discussion	discussion	NOUN
easat-7970	222	6	in	in	ADP
easat-7970	222	7	our	our	PRON
easat-7970	222	8	experimental	experimental	ADJ
easat-7970	222	9	evaluation	evaluation	NOUN
easat-7970	222	10	,	,	PUNCT
easat-7970	222	11	we	we	PRON
easat-7970	222	12	compared	compare	VERB
easat-7970	222	13	our	our	PRON
easat-7970	222	14	blocking	block	VERB
easat-7970	222	15	approach	approach	NOUN
easat-7970	222	16	to	to	ADP
easat-7970	222	17	the	the	DET
easat-7970	222	18	one	one	NOUN
easat-7970	222	19	described	describe	VERB
easat-7970	222	20	in	in	ADP
easat-7970	222	21	o’hare	o’hare	ADJ
easat-7970	222	22	,	,	PUNCT
easat-7970	222	23	et	et	PROPN
easat-7970	222	24	al	al	PROPN
easat-7970	222	25	.	.	PUNCT
easat-7970	223	1	[	[	X
easat-7970	223	2	1	1	X
easat-7970	223	3	]	]	PUNCT
easat-7970	223	4	which	which	PRON
easat-7970	223	5	also	also	ADV
easat-7970	223	6	assesses	assess	VERB
easat-7970	223	7	its	its	PRON
easat-7970	223	8	performance	performance	NOUN
easat-7970	223	9	against	against	ADP
easat-7970	223	10	several	several	ADJ
easat-7970	223	11	existing	exist	VERB
easat-7970	223	12	methods	method	NOUN
easat-7970	223	13	.	.	PUNCT
easat-7970	224	1	to	to	PART
easat-7970	224	2	ensure	ensure	VERB
easat-7970	224	3	a	a	DET
easat-7970	224	4	thorough	thorough	ADJ
easat-7970	224	5	analysis	analysis	NOUN
easat-7970	224	6	and	and	CCONJ
easat-7970	224	7	an	an	DET
easat-7970	224	8	objective	objective	ADJ
easat-7970	224	9	comparison	comparison	NOUN
easat-7970	224	10	,	,	PUNCT
easat-7970	224	11	we	we	PRON
easat-7970	224	12	included	include	VERB
easat-7970	224	13	the	the	DET
easat-7970	224	14	same	same	ADJ
easat-7970	224	15	reference	reference	NOUN
easat-7970	224	16	techniques	technique	NOUN
easat-7970	224	17	in	in	ADP
easat-7970	224	18	our	our	PRON
easat-7970	224	19	study	study	NOUN
easat-7970	224	20	.	.	PUNCT
easat-7970	225	1	this	this	DET
easat-7970	225	2	approach	approach	NOUN
easat-7970	225	3	allowed	allow	VERB
easat-7970	225	4	us	we	PRON
easat-7970	225	5	to	to	PART
easat-7970	225	6	evaluate	evaluate	VERB
easat-7970	225	7	performance	performance	NOUN
easat-7970	225	8	using	use	VERB
easat-7970	225	9	key	key	ADJ
easat-7970	225	10	metrics	metric	NOUN
easat-7970	225	11	such	such	ADJ
easat-7970	225	12	as	as	ADP
easat-7970	225	13	rr	rr	PROPN
easat-7970	225	14	,	,	PUNCT
easat-7970	225	15	pc	pc	NOUN
easat-7970	225	16	,	,	PUNCT
easat-7970	225	17	and	and	CCONJ
easat-7970	225	18	pq	pq	VERB
easat-7970	225	19	for	for	ADP
easat-7970	225	20	the	the	DET
easat-7970	225	21	blocking	block	VERB
easat-7970	225	22	phase	phase	NOUN
easat-7970	225	23	,	,	PUNCT
easat-7970	225	24	as	as	ADV
easat-7970	225	25	well	well	ADV
easat-7970	225	26	as	as	ADP
easat-7970	225	27	precision	precision	NOUN
easat-7970	225	28	(	(	PUNCT
easat-7970	225	29	prec	prec	NOUN
easat-7970	225	30	)	)	PUNCT
easat-7970	225	31	,	,	PUNCT
easat-7970	225	32	recall	recall	NOUN
easat-7970	225	33	(	(	PUNCT
easat-7970	225	34	rec	rec	NOUN
easat-7970	225	35	)	)	PUNCT
easat-7970	225	36	,	,	PUNCT
easat-7970	225	37	and	and	CCONJ
easat-7970	225	38	their	their	PRON
easat-7970	225	39	harmonic	harmonic	ADJ
easat-7970	225	40	mean	mean	NOUN
easat-7970	225	41	for	for	ADP
easat-7970	225	42	the	the	DET
easat-7970	225	43	record	record	NOUN
easat-7970	225	44	matching	matching	NOUN
easat-7970	225	45	phase	phase	NOUN
easat-7970	225	46	.	.	PUNCT
easat-7970	226	1	to	to	PART
easat-7970	226	2	maintain	maintain	VERB
easat-7970	226	3	analytical	analytical	ADJ
easat-7970	226	4	consistency	consistency	NOUN
easat-7970	226	5	,	,	PUNCT
easat-7970	226	6	we	we	PRON
easat-7970	226	7	adopted	adopt	VERB
easat-7970	226	8	a	a	DET
easat-7970	226	9	two	two	NUM
easat-7970	226	10	-	-	PUNCT
easat-7970	226	11	step	step	NOUN
easat-7970	226	12	approach	approach	NOUN
easat-7970	226	13	similar	similar	ADJ
easat-7970	226	14	to	to	ADP
easat-7970	226	15	the	the	DET
easat-7970	226	16	one	one	NOUN
easat-7970	226	17	described	describe	VERB
easat-7970	226	18	in	in	ADP
easat-7970	226	19	o’hare	o’hare	ADJ
easat-7970	226	20	,	,	PUNCT
easat-7970	226	21	et	et	PROPN
easat-7970	226	22	al	al	PROPN
easat-7970	226	23	.	.	PUNCT
easat-7970	227	1	[	[	X
easat-7970	227	2	1	1	X
easat-7970	227	3	]	]	PUNCT
easat-7970	227	4	combining	combine	VERB
easat-7970	227	5	a	a	DET
easat-7970	227	6	blocking	block	VERB
easat-7970	227	7	phase	phase	NOUN
easat-7970	227	8	followed	follow	VERB
easat-7970	227	9	by	by	ADP
easat-7970	227	10	a	a	DET
easat-7970	227	11	record	record	NOUN
easat-7970	227	12	matching	matching	NOUN
easat-7970	227	13	process	process	NOUN
easat-7970	227	14	.	.	PUNCT
easat-7970	228	1	however	however	ADV
easat-7970	228	2	,	,	PUNCT
easat-7970	228	3	instead	instead	ADV
easat-7970	228	4	of	of	ADP
easat-7970	228	5	using	use	VERB
easat-7970	228	6	the	the	DET
easat-7970	228	7	tf	tf	PROPN
easat-7970	228	8	-	-	PUNCT
easat-7970	228	9	idf	idf	PROPN
easat-7970	228	10	method	method	NOUN
easat-7970	228	11	,	,	PUNCT
easat-7970	228	12	we	we	PRON
easat-7970	228	13	used	use	VERB
easat-7970	228	14	the	the	DET
easat-7970	228	15	lfw	lfw	NOUN
easat-7970	228	16	technique	technique	NOUN
easat-7970	228	17	for	for	ADP
easat-7970	228	18	the	the	DET
easat-7970	228	19	matching	matching	NOUN
easat-7970	228	20	phase	phase	NOUN
easat-7970	228	21	.	.	PUNCT
easat-7970	229	1	this	this	DET
easat-7970	229	2	strategic	strategic	ADJ
easat-7970	229	3	choice	choice	NOUN
easat-7970	229	4	enabled	enable	VERB
easat-7970	229	5	us	we	PRON
easat-7970	229	6	to	to	PART
easat-7970	229	7	make	make	VERB
easat-7970	229	8	direct	direct	ADJ
easat-7970	229	9	comparisons	comparison	NOUN
easat-7970	229	10	with	with	ADP
easat-7970	229	11	the	the	DET
easat-7970	229	12	results	result	NOUN
easat-7970	229	13	reported	report	VERB
easat-7970	229	14	in	in	ADP
easat-7970	229	15	o’hare	o’hare	ADJ
easat-7970	229	16	,	,	PUNCT
easat-7970	229	17	et	et	PROPN
easat-7970	229	18	al	al	PROPN
easat-7970	229	19	.	.	PUNCT
easat-7970	230	1	[	[	X
easat-7970	230	2	1	1	NUM
easat-7970	230	3	]	]	PUNCT
easat-7970	230	4	.	.	PUNCT
easat-7970	231	1	the	the	DET
easat-7970	231	2	objective	objective	NOUN
easat-7970	231	3	of	of	ADP
easat-7970	231	4	this	this	DET
easat-7970	231	5	study	study	NOUN
easat-7970	231	6	is	be	AUX
easat-7970	231	7	to	to	PART
easat-7970	231	8	precisely	precisely	ADV
easat-7970	231	9	evaluate	evaluate	VERB
easat-7970	231	10	the	the	DET
easat-7970	231	11	effectiveness	effectiveness	NOUN
easat-7970	231	12	of	of	ADP
easat-7970	231	13	our	our	PRON
easat-7970	231	14	method	method	NOUN
easat-7970	231	15	compared	compare	VERB
easat-7970	231	16	to	to	ADP
easat-7970	231	17	existing	exist	VERB
easat-7970	231	18	approaches	approach	NOUN
easat-7970	231	19	and	and	CCONJ
easat-7970	231	20	to	to	PART
easat-7970	231	21	highlight	highlight	VERB
easat-7970	231	22	the	the	DET
easat-7970	231	23	advantages	advantage	NOUN
easat-7970	231	24	it	it	PRON
easat-7970	231	25	offers	offer	VERB
easat-7970	231	26	in	in	ADP
easat-7970	231	27	terms	term	NOUN
easat-7970	231	28	of	of	ADP
easat-7970	231	29	performance	performance	NOUN
easat-7970	231	30	and	and	CCONJ
easat-7970	231	31	accuracy	accuracy	NOUN
easat-7970	231	32	in	in	ADP
easat-7970	231	33	record	record	NOUN
easat-7970	231	34	linkage	linkage	NOUN
easat-7970	231	35	.	.	PUNCT
easat-7970	232	1	4.1	4.1	NUM
easat-7970	232	2	.	.	PUNCT
easat-7970	232	3	benchmarking	benchmarke	VERB
easat-7970	232	4	datasets	dataset	NOUN
easat-7970	232	5	as	as	ADP
easat-7970	232	6	part	part	NOUN
easat-7970	232	7	of	of	ADP
easat-7970	232	8	our	our	PRON
easat-7970	232	9	evaluation	evaluation	NOUN
easat-7970	232	10	,	,	PUNCT
easat-7970	232	11	we	we	PRON
easat-7970	232	12	selected	select	VERB
easat-7970	232	13	five	five	NUM
easat-7970	232	14	datasets	dataset	NOUN
easat-7970	232	15	to	to	PART
easat-7970	232	16	assess	assess	VERB
easat-7970	232	17	the	the	DET
easat-7970	232	18	performance	performance	NOUN
easat-7970	232	19	of	of	ADP
easat-7970	232	20	our	our	PRON
easat-7970	232	21	approach	approach	NOUN
easat-7970	232	22	across	across	ADP
easat-7970	232	23	various	various	ADJ
easat-7970	232	24	contexts	contexts	NOUN
easat-7970	232	25	.	.	PUNCT
easat-7970	233	1	these	these	DET
easat-7970	233	2	datasets	dataset	NOUN
easat-7970	233	3	are	be	AUX
easat-7970	233	4	essential	essential	ADJ
easat-7970	233	5	for	for	ADP
easat-7970	233	6	evaluating	evaluate	VERB
easat-7970	233	7	the	the	DET
easat-7970	233	8	effectiveness	effectiveness	NOUN
easat-7970	233	9	and	and	CCONJ
easat-7970	233	10	relevance	relevance	NOUN
easat-7970	233	11	of	of	ADP
easat-7970	233	12	our	our	PRON
easat-7970	233	13	method	method	NOUN
easat-7970	233	14	in	in	ADP
easat-7970	233	15	real	real	ADJ
easat-7970	233	16	-	-	PUNCT
easat-7970	233	17	world	world	NOUN
easat-7970	233	18	data	datum	NOUN
easat-7970	233	19	scenarios	scenario	NOUN
easat-7970	233	20	.	.	PUNCT
easat-7970	234	1	among	among	ADP
easat-7970	234	2	them	they	PRON
easat-7970	234	3	,	,	PUNCT
easat-7970	234	4	two	two	NUM
easat-7970	234	5	are	be	AUX
easat-7970	234	6	specifically	specifically	ADV
easat-7970	234	7	dedicated	dedicated	ADJ
easat-7970	234	8	to	to	ADP
easat-7970	234	9	deduplication	deduplication	NOUN
easat-7970	234	10	,	,	PUNCT
easat-7970	234	11	while	while	SCONJ
easat-7970	234	12	the	the	DET
easat-7970	234	13	remaining	remain	VERB
easat-7970	234	14	three	three	NUM
easat-7970	234	15	focus	focus	NOUN
easat-7970	234	16	on	on	ADP
easat-7970	234	17	record	record	NOUN
easat-7970	234	18	linkage	linkage	NOUN
easat-7970	234	19	.	.	PUNCT
easat-7970	235	1	each	each	DET
easat-7970	235	2	dataset	dataset	NOUN
easat-7970	235	3	presents	present	VERB
easat-7970	235	4	distinct	distinct	ADJ
easat-7970	235	5	challenges	challenge	NOUN
easat-7970	235	6	,	,	PUNCT
easat-7970	235	7	such	such	ADJ
easat-7970	235	8	as	as	ADP
easat-7970	235	9	variations	variation	NOUN
easat-7970	235	10	in	in	ADP
easat-7970	235	11	data	datum	NOUN
easat-7970	235	12	structuring	structuring	NOUN
easat-7970	235	13	,	,	PUNCT
easat-7970	235	14	the	the	DET
easat-7970	235	15	presence	presence	NOUN
easat-7970	235	16	of	of	ADP
easat-7970	235	17	redundant	redundant	ADJ
easat-7970	235	18	values	value	NOUN
easat-7970	235	19	,	,	PUNCT
easat-7970	235	20	and	and	CCONJ
easat-7970	235	21	the	the	DET
easat-7970	235	22	need	need	NOUN
easat-7970	235	23	to	to	PART
easat-7970	235	24	establish	establish	VERB
easat-7970	235	25	correspondences	correspondence	NOUN
easat-7970	235	26	between	between	ADP
easat-7970	235	27	heterogeneous	heterogeneous	ADJ
easat-7970	235	28	databases	database	NOUN
easat-7970	235	29	.	.	PUNCT
easat-7970	236	1	by	by	ADP
easat-7970	236	2	leveraging	leverage	VERB
easat-7970	236	3	this	this	DET
easat-7970	236	4	diversity	diversity	NOUN
easat-7970	236	5	,	,	PUNCT
easat-7970	236	6	our	our	PRON
easat-7970	236	7	study	study	NOUN
easat-7970	236	8	aims	aim	VERB
easat-7970	236	9	to	to	ADP
easat-7970	236	10	856	856	NUM
easat-7970	236	11	edelweiss	edelweiss	PROPN
easat-7970	236	12	applied	apply	VERB
easat-7970	236	13	science	science	NOUN
easat-7970	236	14	and	and	CCONJ
easat-7970	236	15	technology	technology	NOUN
easat-7970	236	16	issn	issn	PROPN
easat-7970	236	17	:	:	PUNCT
easat-7970	236	18	2576	2576	NUM
easat-7970	236	19	-	-	SYM
easat-7970	236	20	8484	8484	NUM
easat-7970	236	21	vol	vol	NOUN
easat-7970	236	22	.	.	PROPN
easat-7970	237	1	9	9	NUM
easat-7970	237	2	,	,	PUNCT
easat-7970	237	3	no	no	INTJ
easat-7970	237	4	.	.	NOUN
easat-7970	238	1	6	6	NUM
easat-7970	238	2	:	:	SYM
easat-7970	238	3	846	846	NUM
easat-7970	238	4	-	-	SYM
easat-7970	238	5	863	863	NUM
easat-7970	238	6	,	,	PUNCT
easat-7970	238	7	2025	2025	NUM
easat-7970	238	8	doi	doi	NOUN
easat-7970	238	9	:	:	PUNCT
easat-7970	238	10	10.55214/25768484.v9i6.7970	10.55214/25768484.v9i6.7970	NUM
easat-7970	238	11	©	©	PROPN
easat-7970	238	12	2025	2025	NUM
easat-7970	238	13	by	by	ADP
easat-7970	238	14	the	the	DET
easat-7970	238	15	authors	author	NOUN
easat-7970	238	16	;	;	PUNCT
easat-7970	238	17	licensee	licensee	PROPN
easat-7970	238	18	learning	learn	VERB
easat-7970	238	19	gate	gate	NOUN
easat-7970	238	20	demonstrate	demonstrate	VERB
easat-7970	238	21	the	the	DET
easat-7970	238	22	capability	capability	NOUN
easat-7970	238	23	of	of	ADP
easat-7970	238	24	our	our	PRON
easat-7970	238	25	approach	approach	NOUN
easat-7970	238	26	to	to	PART
easat-7970	238	27	accurately	accurately	ADV
easat-7970	238	28	identify	identify	VERB
easat-7970	238	29	and	and	CCONJ
easat-7970	238	30	process	process	NOUN
easat-7970	238	31	duplicates	duplicate	NOUN
easat-7970	238	32	,	,	PUNCT
easat-7970	238	33	ensure	ensure	VERB
easat-7970	238	34	precise	precise	ADJ
easat-7970	238	35	record	record	NOUN
easat-7970	238	36	matching	matching	NOUN
easat-7970	238	37	,	,	PUNCT
easat-7970	238	38	and	and	CCONJ
easat-7970	238	39	adapt	adapt	VERB
easat-7970	238	40	to	to	ADP
easat-7970	238	41	various	various	ADJ
easat-7970	238	42	domains	domain	NOUN
easat-7970	238	43	and	and	CCONJ
easat-7970	238	44	data	datum	NOUN
easat-7970	238	45	structures	structure	NOUN
easat-7970	238	46	.	.	PUNCT
easat-7970	239	1	the	the	DET
easat-7970	239	2	characteristics	characteristic	NOUN
easat-7970	239	3	of	of	ADP
easat-7970	239	4	the	the	DET
easat-7970	239	5	selected	select	VERB
easat-7970	239	6	datasets	dataset	NOUN
easat-7970	239	7	are	be	AUX
easat-7970	239	8	detailed	detail	VERB
easat-7970	239	9	in	in	ADP
easat-7970	239	10	table	table	NOUN
easat-7970	239	11	4	4	NUM
easat-7970	239	12	.	.	PUNCT
easat-7970	239	13	table	table	NOUN
easat-7970	239	14	4	4	NUM
easat-7970	239	15	.	.	PUNCT
easat-7970	239	16	table	table	NOUN
easat-7970	239	17	of	of	ADP
easat-7970	239	18	characteristics	characteristic	NOUN
easat-7970	239	19	of	of	ADP
easat-7970	239	20	the	the	DET
easat-7970	239	21	evaluated	evaluated	ADJ
easat-7970	239	22	datasets	dataset	NOUN
easat-7970	239	23	.	.	PUNCT
easat-7970	240	1	dataset	dataset	NOUN
easat-7970	240	2	name	name	NOUN
easat-7970	240	3	type	type	NOUN
easat-7970	240	4	records	record	NOUN
easat-7970	240	5	number	number	NOUN
easat-7970	240	6	of	of	ADP
easat-7970	240	7	attributes	attribute	NOUN
easat-7970	240	8	true	true	ADJ
easat-7970	240	9	matches	match	NOUN
easat-7970	240	10	restaurant	restaurant	NOUN
easat-7970	240	11	deduplication	deduplication	NOUN
easat-7970	240	12	864	864	NUM
easat-7970	240	13	5	5	NUM
easat-7970	240	14	112	112	NUM
easat-7970	240	15	dblp	dblp	NOUN
easat-7970	240	16	/	/	SYM
easat-7970	240	17	acm	acm	PROPN
easat-7970	240	18	linkage	linkage	NOUN
easat-7970	240	19	4910	4910	NUM
easat-7970	240	20	4	4	NUM
easat-7970	240	21	2224	2224	NUM
easat-7970	240	22	amazon	amazon	NOUN
easat-7970	240	23	/	/	SYM
easat-7970	240	24	googleproduct	googleproduct	NOUN
easat-7970	240	25	linkage	linkage	NOUN
easat-7970	240	26	4598	4598	NUM
easat-7970	240	27	4	4	NUM
easat-7970	240	28	1300	1300	NUM
easat-7970	240	29	clean	clean	ADJ
easat-7970	240	30	-	-	PUNCT
easat-7970	240	31	synth	synth	NOUN
easat-7970	240	32	deduplication	deduplication	NOUN
easat-7970	240	33	10	10	NUM
easat-7970	240	34	000	000	NUM
easat-7970	240	35	10	10	NUM
easat-7970	240	36	2000	2000	NUM
easat-7970	240	37	dirty	dirty	ADJ
easat-7970	240	38	-	-	PUNCT
easat-7970	240	39	synth	synth	NOUN
easat-7970	240	40	deduplication	deduplication	NOUN
easat-7970	240	41	10	10	NUM
easat-7970	240	42	000	000	NUM
easat-7970	240	43	9	9	NUM
easat-7970	240	44	26	26	NUM
easat-7970	240	45	692	692	NUM
easat-7970	240	46	4.2	4.2	NUM
easat-7970	240	47	.	.	PUNCT
easat-7970	241	1	experimental	experimental	ADJ
easat-7970	241	2	results	result	NOUN
easat-7970	241	3	and	and	CCONJ
easat-7970	241	4	discussion	discussion	VERB
easat-7970	241	5	the	the	DET
easat-7970	241	6	performance	performance	NOUN
easat-7970	241	7	of	of	ADP
easat-7970	241	8	our	our	PRON
easat-7970	241	9	approach	approach	NOUN
easat-7970	241	10	was	be	AUX
easat-7970	241	11	rigorously	rigorously	ADV
easat-7970	241	12	evaluated	evaluate	VERB
easat-7970	241	13	across	across	ADP
easat-7970	241	14	multiple	multiple	ADJ
easat-7970	241	15	datasets	dataset	NOUN
easat-7970	241	16	,	,	PUNCT
easat-7970	241	17	each	each	PRON
easat-7970	241	18	posing	pose	VERB
easat-7970	241	19	specific	specific	ADJ
easat-7970	241	20	challenges	challenge	NOUN
easat-7970	241	21	in	in	ADP
easat-7970	241	22	record	record	NOUN
easat-7970	241	23	linkage	linkage	NOUN
easat-7970	241	24	.	.	PUNCT
easat-7970	242	1	on	on	ADP
easat-7970	242	2	the	the	DET
easat-7970	242	3	restaurant	restaurant	NOUN
easat-7970	242	4	dataset	dataset	NOUN
easat-7970	242	5	,	,	PUNCT
easat-7970	242	6	our	our	PRON
easat-7970	242	7	method	method	NOUN
easat-7970	242	8	achieved	achieve	VERB
easat-7970	242	9	outstanding	outstanding	ADJ
easat-7970	242	10	results	result	NOUN
easat-7970	242	11	,	,	PUNCT
easat-7970	242	12	with	with	ADP
easat-7970	242	13	a	a	DET
easat-7970	242	14	recall	recall	NOUN
easat-7970	242	15	ratio	ratio	NOUN
easat-7970	242	16	(	(	PUNCT
easat-7970	242	17	rr	rr	NOUN
easat-7970	242	18	)	)	PUNCT
easat-7970	242	19	of	of	ADP
easat-7970	242	20	0.999	0.999	NUM
easat-7970	242	21	,	,	PUNCT
easat-7970	242	22	pair	pair	NOUN
easat-7970	242	23	completeness	completeness	NOUN
easat-7970	242	24	(	(	PUNCT
easat-7970	242	25	pc	pc	NOUN
easat-7970	242	26	)	)	PUNCT
easat-7970	242	27	of	of	ADP
easat-7970	242	28	0.998	0.998	NUM
easat-7970	242	29	,	,	PUNCT
easat-7970	242	30	and	and	CCONJ
easat-7970	242	31	an	an	DET
easat-7970	242	32	f	f	NOUN
easat-7970	242	33	-	-	PUNCT
easat-7970	242	34	measure	measure	NOUN
easat-7970	242	35	of	of	ADP
easat-7970	242	36	0.998	0.998	NUM
easat-7970	242	37	,	,	PUNCT
easat-7970	242	38	indicating	indicate	VERB
easat-7970	242	39	a	a	DET
easat-7970	242	40	near	near	ADV
easat-7970	242	41	-	-	PUNCT
easat-7970	242	42	perfect	perfect	ADJ
easat-7970	242	43	balance	balance	NOUN
easat-7970	242	44	between	between	ADP
easat-7970	242	45	recall	recall	NOUN
easat-7970	242	46	and	and	CCONJ
easat-7970	242	47	completeness	completeness	NOUN
easat-7970	242	48	.	.	PUNCT
easat-7970	243	1	most	most	ADV
easat-7970	243	2	notably	notably	ADV
easat-7970	243	3	,	,	PUNCT
easat-7970	243	4	it	it	PRON
easat-7970	243	5	attained	attain	VERB
easat-7970	243	6	a	a	DET
easat-7970	243	7	pair	pair	NOUN
easat-7970	243	8	quality	quality	NOUN
easat-7970	243	9	(	(	PUNCT
easat-7970	243	10	pq	pq	NOUN
easat-7970	243	11	)	)	PUNCT
easat-7970	243	12	of	of	ADP
easat-7970	243	13	0.612	0.612	NUM
easat-7970	243	14	,	,	PUNCT
easat-7970	243	15	significantly	significantly	ADV
easat-7970	243	16	higher	high	ADJ
easat-7970	243	17	than	than	ADP
easat-7970	243	18	competing	compete	VERB
easat-7970	243	19	methods	method	NOUN
easat-7970	243	20	,	,	PUNCT
easat-7970	243	21	which	which	PRON
easat-7970	243	22	ranged	range	VERB
easat-7970	243	23	between	between	ADP
easat-7970	243	24	0.001	0.001	NUM
easat-7970	243	25	and	and	CCONJ
easat-7970	243	26	0.466	0.466	NUM
easat-7970	243	27	,	,	PUNCT
easat-7970	243	28	despite	despite	SCONJ
easat-7970	243	29	high	high	ADJ
easat-7970	243	30	pc	pc	NOUN
easat-7970	243	31	values	value	NOUN
easat-7970	243	32	.	.	PUNCT
easat-7970	244	1	these	these	DET
easat-7970	244	2	results	result	NOUN
easat-7970	244	3	confirm	confirm	VERB
easat-7970	244	4	the	the	DET
easat-7970	244	5	ability	ability	NOUN
easat-7970	244	6	of	of	ADP
easat-7970	244	7	our	our	PRON
easat-7970	244	8	approach	approach	NOUN
easat-7970	244	9	to	to	PART
easat-7970	244	10	minimize	minimize	VERB
easat-7970	244	11	false	false	ADJ
easat-7970	244	12	positives	positive	NOUN
easat-7970	244	13	while	while	SCONJ
easat-7970	244	14	preserving	preserve	VERB
easat-7970	244	15	high	high	ADJ
easat-7970	244	16	recall	recall	NOUN
easat-7970	244	17	,	,	PUNCT
easat-7970	244	18	demonstrating	demonstrate	VERB
easat-7970	244	19	its	its	PRON
easat-7970	244	20	robustness	robustness	NOUN
easat-7970	244	21	and	and	CCONJ
easat-7970	244	22	effectiveness	effectiveness	NOUN
easat-7970	244	23	for	for	ADP
easat-7970	244	24	deduplication	deduplication	NOUN
easat-7970	244	25	tasks	task	NOUN
easat-7970	244	26	in	in	ADP
easat-7970	244	27	challenging	challenge	VERB
easat-7970	244	28	scenarios	scenario	NOUN
easat-7970	244	29	.	.	PUNCT
easat-7970	245	1	a	a	DET
easat-7970	245	2	comparative	comparative	ADJ
easat-7970	245	3	summary	summary	NOUN
easat-7970	245	4	of	of	ADP
easat-7970	245	5	the	the	DET
easat-7970	245	6	numerical	numerical	ADJ
easat-7970	245	7	results	result	NOUN
easat-7970	245	8	is	be	AUX
easat-7970	245	9	presented	present	VERB
easat-7970	245	10	in	in	ADP
easat-7970	245	11	table	table	NOUN
easat-7970	245	12	5	5	NUM
easat-7970	245	13	,	,	PUNCT
easat-7970	245	14	and	and	CCONJ
easat-7970	245	15	a	a	DET
easat-7970	245	16	visual	visual	ADJ
easat-7970	245	17	representation	representation	NOUN
easat-7970	245	18	of	of	ADP
easat-7970	245	19	the	the	DET
easat-7970	245	20	performance	performance	NOUN
easat-7970	245	21	is	be	AUX
easat-7970	245	22	shown	show	VERB
easat-7970	245	23	in	in	ADP
easat-7970	245	24	figure	figure	NOUN
easat-7970	245	25	3	3	NUM
easat-7970	245	26	.	.	PUNCT
easat-7970	245	27	table	table	NOUN
easat-7970	245	28	5	5	NUM
easat-7970	245	29	.	.	PUNCT
easat-7970	246	1	elaborate	elaborate	VERB
easat-7970	246	2	on	on	ADP
easat-7970	246	3	the	the	DET
easat-7970	246	4	numerical	numerical	ADJ
easat-7970	246	5	results	result	NOUN
easat-7970	246	6	related	relate	VERB
easat-7970	246	7	to	to	ADP
easat-7970	246	8	the	the	DET
easat-7970	246	9	restaurant	restaurant	NOUN
easat-7970	246	10	.	.	PUNCT
easat-7970	247	1	method	method	PROPN
easat-7970	247	2	rr	rr	PROPN
easat-7970	247	3	pc	pc	NOUN
easat-7970	247	4	𝐹rr.pc	𝐹rr.pc	NOUN
easat-7970	247	5	pq	pq	INTJ
easat-7970	247	6	our	our	PRON
easat-7970	247	7	method	method	NOUN
easat-7970	247	8	0.999	0.999	NUM
easat-7970	247	9	0.998	0.998	NUM
easat-7970	247	10	0.998	0.998	NUM
easat-7970	247	11	0.612	0.612	NUM
easat-7970	247	12	non	non	ADJ
easat-7970	247	13	-	-	ADJ
easat-7970	247	14	standard	standard	ADJ
easat-7970	247	15	key	key	ADJ
easat-7970	247	16	-	-	PUNCT
easat-7970	247	17	based	base	VERB
easat-7970	247	18	blocking	block	VERB
easat-7970	247	19	0.999	0.999	NUM
easat-7970	247	20	0.991	0.991	NUM
easat-7970	247	21	0.995	0.995	NUM
easat-7970	247	22	0.466	0.466	NUM
easat-7970	247	23	sortedneighbourhood	sortedneighbourhood	NOUN
easat-7970	247	24	0.772	0.772	NUM
easat-7970	247	25	1.000	1.000	NUM
easat-7970	247	26	0.871	0.871	NUM
easat-7970	247	27	0.001	0.001	NUM
easat-7970	247	28	canopyclustering	canopyclustere	VERB
easat-7970	247	29	0.998	0.998	NUM
easat-7970	247	30	1.000	1.000	NUM
easat-7970	247	31	0.999	0.999	NUM
easat-7970	247	32	0.176	0.176	NUM
easat-7970	247	33	minhash	minhash	NOUN
easat-7970	247	34	-	-	PUNCT
easat-7970	247	35	lsh	lsh	PROPN
easat-7970	247	36	0.981	0.981	NUM
easat-7970	247	37	1.000	1.000	NUM
easat-7970	247	38	0.990	0.990	NUM
easat-7970	247	39	0.016	0.016	NUM
easat-7970	247	40	méta	méta	NOUN
easat-7970	247	41	-	-	PUNCT
easat-7970	247	42	bloquants	bloquant	NOUN
easat-7970	247	43	0.936	0.936	NUM
easat-7970	247	44	0.998	0.998	NUM
easat-7970	247	45	0.965	0.965	NUM
easat-7970	247	46	0.015	0.015	NUM
easat-7970	247	47	figure	figure	NOUN
easat-7970	247	48	3	3	NUM
easat-7970	247	49	.	.	NOUN
easat-7970	247	50	detail	detail	NOUN
easat-7970	247	51	numerical	numerical	ADJ
easat-7970	247	52	for	for	ADP
easat-7970	247	53	the	the	DET
easat-7970	247	54	restaurant	restaurant	NOUN
easat-7970	247	55	.	.	PUNCT
easat-7970	248	1	857	857	NUM
easat-7970	248	2	edelweiss	edelweiss	PROPN
easat-7970	248	3	applied	apply	VERB
easat-7970	248	4	science	science	NOUN
easat-7970	248	5	and	and	CCONJ
easat-7970	248	6	technology	technology	NOUN
easat-7970	248	7	issn	issn	PROPN
easat-7970	248	8	:	:	PUNCT
easat-7970	248	9	2576	2576	NUM
easat-7970	248	10	-	-	SYM
easat-7970	248	11	8484	8484	NUM
easat-7970	248	12	vol	vol	NOUN
easat-7970	248	13	.	.	PROPN
easat-7970	249	1	9	9	NUM
easat-7970	249	2	,	,	PUNCT
easat-7970	249	3	no	no	INTJ
easat-7970	249	4	.	.	NOUN
easat-7970	250	1	6	6	NUM
easat-7970	250	2	:	:	SYM
easat-7970	250	3	846	846	NUM
easat-7970	250	4	-	-	SYM
easat-7970	250	5	863	863	NUM
easat-7970	250	6	,	,	PUNCT
easat-7970	250	7	2025	2025	NUM
easat-7970	250	8	doi	doi	NOUN
easat-7970	250	9	:	:	PUNCT
easat-7970	250	10	10.55214/25768484.v9i6.7970	10.55214/25768484.v9i6.7970	NUM
easat-7970	250	11	©	©	PROPN
easat-7970	250	12	2025	2025	NUM
easat-7970	250	13	by	by	ADP
easat-7970	250	14	the	the	DET
easat-7970	250	15	authors	author	NOUN
easat-7970	250	16	;	;	PUNCT
easat-7970	250	17	licensee	licensee	PROPN
easat-7970	250	18	learning	learn	VERB
easat-7970	250	19	gate	gate	PROPN
easat-7970	250	20	table	table	NOUN
easat-7970	250	21	6	6	NUM
easat-7970	250	22	presents	present	VERB
easat-7970	250	23	the	the	DET
easat-7970	250	24	numerical	numerical	ADJ
easat-7970	250	25	results	result	NOUN
easat-7970	250	26	obtained	obtain	VERB
easat-7970	250	27	on	on	ADP
easat-7970	250	28	the	the	DET
easat-7970	250	29	dblp	dblp	NOUN
easat-7970	250	30	-	-	PUNCT
easat-7970	250	31	acm	acm	NOUN
easat-7970	250	32	dataset	dataset	NOUN
easat-7970	250	33	,	,	PUNCT
easat-7970	250	34	highlighting	highlight	VERB
easat-7970	250	35	the	the	DET
easat-7970	250	36	performance	performance	NOUN
easat-7970	250	37	of	of	ADP
easat-7970	250	38	our	our	PRON
easat-7970	250	39	method	method	NOUN
easat-7970	250	40	in	in	ADP
easat-7970	250	41	comparison	comparison	NOUN
easat-7970	250	42	to	to	ADP
easat-7970	250	43	several	several	ADJ
easat-7970	250	44	established	establish	VERB
easat-7970	250	45	techniques	technique	NOUN
easat-7970	250	46	.	.	PUNCT
easat-7970	251	1	the	the	DET
easat-7970	251	2	evaluation	evaluation	NOUN
easat-7970	251	3	of	of	ADP
easat-7970	251	4	our	our	PRON
easat-7970	251	5	method	method	NOUN
easat-7970	251	6	on	on	ADP
easat-7970	251	7	the	the	DET
easat-7970	251	8	dblp	dblp	NOUN
easat-7970	251	9	-	-	PUNCT
easat-7970	251	10	acm	acm	PROPN
easat-7970	251	11	dataset	dataset	NOUN
easat-7970	251	12	shows	show	VERB
easat-7970	251	13	a	a	DET
easat-7970	251	14	reduction	reduction	NOUN
easat-7970	251	15	rate	rate	NOUN
easat-7970	251	16	(	(	PUNCT
easat-7970	251	17	rr	rr	NOUN
easat-7970	251	18	)	)	PUNCT
easat-7970	251	19	of	of	ADP
easat-7970	251	20	0.971	0.971	NUM
easat-7970	251	21	,	,	PUNCT
easat-7970	251	22	which	which	PRON
easat-7970	251	23	is	be	AUX
easat-7970	251	24	slightly	slightly	ADV
easat-7970	251	25	lower	low	ADJ
easat-7970	251	26	than	than	ADP
easat-7970	251	27	that	that	PRON
easat-7970	251	28	of	of	ADP
easat-7970	251	29	non	non	ADJ
easat-7970	251	30	-	-	ADJ
easat-7970	251	31	standard	standard	ADJ
easat-7970	251	32	key	key	ADJ
easat-7970	251	33	-	-	PUNCT
easat-7970	251	34	based	base	VERB
easat-7970	251	35	blocking	blocking	NOUN
easat-7970	251	36	(	(	PUNCT
easat-7970	251	37	0.990	0.990	NUM
easat-7970	251	38	)	)	PUNCT
easat-7970	251	39	.	.	PUNCT
easat-7970	252	1	this	this	DET
easat-7970	252	2	difference	difference	NOUN
easat-7970	252	3	reflects	reflect	VERB
easat-7970	252	4	a	a	DET
easat-7970	252	5	deliberate	deliberate	ADJ
easat-7970	252	6	trade	trade	NOUN
easat-7970	252	7	-	-	PUNCT
easat-7970	252	8	off	off	NOUN
easat-7970	252	9	,	,	PUNCT
easat-7970	252	10	where	where	SCONJ
easat-7970	252	11	our	our	PRON
easat-7970	252	12	approach	approach	NOUN
easat-7970	252	13	performs	perform	VERB
easat-7970	252	14	slightly	slightly	ADV
easat-7970	252	15	more	more	ADJ
easat-7970	252	16	comparisons	comparison	NOUN
easat-7970	252	17	in	in	ADP
easat-7970	252	18	order	order	NOUN
easat-7970	252	19	to	to	PART
easat-7970	252	20	avoid	avoid	VERB
easat-7970	252	21	missing	miss	VERB
easat-7970	252	22	relevant	relevant	ADJ
easat-7970	252	23	matches	match	NOUN
easat-7970	252	24	.	.	PUNCT
easat-7970	253	1	this	this	DET
easat-7970	253	2	strategic	strategic	ADJ
easat-7970	253	3	choice	choice	NOUN
easat-7970	253	4	is	be	AUX
easat-7970	253	5	justified	justify	VERB
easat-7970	253	6	by	by	ADP
easat-7970	253	7	the	the	DET
easat-7970	253	8	results	result	NOUN
easat-7970	253	9	on	on	ADP
easat-7970	253	10	other	other	ADJ
easat-7970	253	11	metrics	metric	NOUN
easat-7970	253	12	:	:	PUNCT
easat-7970	253	13	our	our	PRON
easat-7970	253	14	method	method	NOUN
easat-7970	253	15	achieves	achieve	VERB
easat-7970	253	16	a	a	DET
easat-7970	253	17	pair	pair	NOUN
easat-7970	253	18	completeness	completeness	NOUN
easat-7970	253	19	(	(	PUNCT
easat-7970	253	20	pc	pc	NOUN
easat-7970	253	21	)	)	PUNCT
easat-7970	253	22	of	of	ADP
easat-7970	253	23	0.998	0.998	NUM
easat-7970	253	24	,	,	PUNCT
easat-7970	253	25	compared	compare	VERB
easat-7970	253	26	to	to	ADP
easat-7970	253	27	0.987	0.987	NUM
easat-7970	253	28	for	for	ADP
easat-7970	253	29	non	non	ADJ
easat-7970	253	30	-	-	ADJ
easat-7970	253	31	standard	standard	ADJ
easat-7970	253	32	blocking	blocking	NOUN
easat-7970	253	33	,	,	PUNCT
easat-7970	253	34	indicating	indicate	VERB
easat-7970	253	35	a	a	DET
easat-7970	253	36	superior	superior	ADJ
easat-7970	253	37	ability	ability	NOUN
easat-7970	253	38	to	to	PART
easat-7970	253	39	cover	cover	VERB
easat-7970	253	40	true	true	ADJ
easat-7970	253	41	matches	match	NOUN
easat-7970	253	42	.	.	PUNCT
easat-7970	254	1	the	the	DET
easat-7970	254	2	most	most	ADV
easat-7970	254	3	decisive	decisive	ADJ
easat-7970	254	4	factor	factor	NOUN
easat-7970	254	5	remains	remain	VERB
easat-7970	254	6	the	the	DET
easat-7970	254	7	pair	pair	NOUN
easat-7970	254	8	quality	quality	NOUN
easat-7970	254	9	(	(	PUNCT
easat-7970	254	10	pq	pq	NOUN
easat-7970	254	11	):	):	PUNCT
easat-7970	254	12	our	our	PRON
easat-7970	254	13	approach	approach	NOUN
easat-7970	254	14	reaches	reach	VERB
easat-7970	254	15	0.263	0.263	NUM
easat-7970	254	16	,	,	PUNCT
easat-7970	254	17	while	while	SCONJ
easat-7970	254	18	all	all	DET
easat-7970	254	19	other	other	ADJ
easat-7970	254	20	methods	method	NOUN
easat-7970	254	21	,	,	PUNCT
easat-7970	254	22	including	include	VERB
easat-7970	254	23	non	non	ADJ
easat-7970	254	24	-	-	ADJ
easat-7970	254	25	standard	standard	ADJ
easat-7970	254	26	blocking	blocking	NOUN
easat-7970	254	27	,	,	PUNCT
easat-7970	254	28	fail	fail	VERB
easat-7970	254	29	to	to	PART
easat-7970	254	30	exceed	exceed	VERB
easat-7970	254	31	0.036	0.036	NUM
easat-7970	254	32	.	.	PUNCT
easat-7970	255	1	this	this	PRON
easat-7970	255	2	clearly	clearly	ADV
easat-7970	255	3	shows	show	VERB
easat-7970	255	4	that	that	SCONJ
easat-7970	255	5	our	our	PRON
easat-7970	255	6	system	system	NOUN
easat-7970	255	7	produces	produce	VERB
easat-7970	255	8	significantly	significantly	ADV
easat-7970	255	9	fewer	few	ADJ
easat-7970	255	10	false	false	ADJ
easat-7970	255	11	positives	positive	NOUN
easat-7970	255	12	,	,	PUNCT
easat-7970	255	13	while	while	SCONJ
easat-7970	255	14	maintaining	maintain	VERB
easat-7970	255	15	nearly	nearly	ADV
easat-7970	255	16	complete	complete	ADJ
easat-7970	255	17	coverage	coverage	NOUN
easat-7970	255	18	.	.	PUNCT
easat-7970	256	1	therefore	therefore	ADV
easat-7970	256	2	,	,	PUNCT
easat-7970	256	3	although	although	SCONJ
easat-7970	256	4	our	our	PRON
easat-7970	256	5	method	method	NOUN
easat-7970	256	6	achieves	achieve	VERB
easat-7970	256	7	a	a	DET
easat-7970	256	8	slightly	slightly	ADV
easat-7970	256	9	lower	low	ADJ
easat-7970	256	10	reduction	reduction	NOUN
easat-7970	256	11	,	,	PUNCT
easat-7970	256	12	it	it	PRON
easat-7970	256	13	provides	provide	VERB
easat-7970	256	14	much	much	ADV
easat-7970	256	15	higher	high	ADJ
easat-7970	256	16	overall	overall	ADJ
easat-7970	256	17	precision	precision	NOUN
easat-7970	256	18	.	.	PUNCT
easat-7970	257	1	it	it	PRON
easat-7970	257	2	strikes	strike	VERB
easat-7970	257	3	an	an	DET
easat-7970	257	4	optimal	optimal	ADJ
easat-7970	257	5	balance	balance	NOUN
easat-7970	257	6	between	between	ADP
easat-7970	257	7	rr	rr	PROPN
easat-7970	257	8	,	,	PUNCT
easat-7970	257	9	pc	pc	NOUN
easat-7970	257	10	,	,	PUNCT
easat-7970	257	11	and	and	CCONJ
easat-7970	257	12	pq	pq	INTJ
easat-7970	257	13	,	,	PUNCT
easat-7970	257	14	demonstrating	demonstrate	VERB
easat-7970	257	15	its	its	PRON
easat-7970	257	16	robustness	robustness	NOUN
easat-7970	257	17	,	,	PUNCT
easat-7970	257	18	noise	noise	NOUN
easat-7970	257	19	control	control	NOUN
easat-7970	257	20	,	,	PUNCT
easat-7970	257	21	and	and	CCONJ
easat-7970	257	22	relevance	relevance	NOUN
easat-7970	257	23	in	in	ADP
easat-7970	257	24	contexts	contexts	NOUN
easat-7970	257	25	where	where	SCONJ
easat-7970	257	26	the	the	DET
easat-7970	257	27	quality	quality	NOUN
easat-7970	257	28	of	of	ADP
easat-7970	257	29	matches	match	NOUN
easat-7970	257	30	is	be	AUX
easat-7970	257	31	critical	critical	ADJ
easat-7970	257	32	.	.	PUNCT
easat-7970	258	1	table	table	NOUN
easat-7970	258	2	6	6	NUM
easat-7970	258	3	.	.	PUNCT
easat-7970	259	1	elaborate	elaborate	ADJ
easat-7970	259	2	on	on	ADP
easat-7970	259	3	the	the	DET
easat-7970	259	4	numerical	numerical	ADJ
easat-7970	259	5	results	result	NOUN
easat-7970	259	6	related	relate	VERB
easat-7970	259	7	to	to	ADP
easat-7970	259	8	the	the	DET
easat-7970	259	9	dblp	dblp	NOUN
easat-7970	259	10	-	-	PUNCT
easat-7970	259	11	acm	acm	PROPN
easat-7970	259	12	.	.	PUNCT
easat-7970	260	1	method	method	PROPN
easat-7970	260	2	rr	rr	PROPN
easat-7970	260	3	pc	pc	PROPN
easat-7970	260	4	𝐹rr	𝐹rr	PROPN
easat-7970	260	5	,	,	PUNCT
easat-7970	260	6	pc	pc	NOUN
easat-7970	260	7	pq	pq	NOUN
easat-7970	260	8	our	our	PRON
easat-7970	260	9	method	method	NOUN
easat-7970	260	10	0.971	0.971	NUM
easat-7970	260	11	0.998	0.998	NUM
easat-7970	260	12	0.984	0.984	NUM
easat-7970	260	13	0.263	0.263	NUM
easat-7970	260	14	non	non	ADJ
easat-7970	260	15	-	-	ADJ
easat-7970	260	16	standard	standard	ADJ
easat-7970	260	17	key	key	ADJ
easat-7970	260	18	-	-	PUNCT
easat-7970	260	19	based	base	VERB
easat-7970	260	20	blocking	blocking	NOUN
easat-7970	260	21	0.990	0.990	NUM
easat-7970	260	22	0.987	0.987	NUM
easat-7970	260	23	0.988	0.988	NUM
easat-7970	260	24	0.036	0.036	NUM
easat-7970	260	25	sortedneighbourhood	sortedneighbourhood	NOUN
easat-7970	260	26	0.939	0.939	NUM
easat-7970	260	27	0.990	0.990	NUM
easat-7970	260	28	0.964	0.964	NUM
easat-7970	260	29	0.005	0.005	NUM
easat-7970	260	30	canopyclustering	canopyclustere	VERB
easat-7970	260	31	0.897	0.897	NUM
easat-7970	260	32	0.979	0.979	NUM
easat-7970	260	33	0.937	0.937	NUM
easat-7970	260	34	0.004	0.004	NUM
easat-7970	260	35	minhash	minhash	NOUN
easat-7970	260	36	-	-	PUNCT
easat-7970	260	37	lsh	lsh	PROPN
easat-7970	260	38	0.958	0.958	NUM
easat-7970	260	39	0.929	0.929	NUM
easat-7970	260	40	0.943	0.943	NUM
easat-7970	260	41	0.008	0.008	NUM
easat-7970	260	42	méta	méta	NOUN
easat-7970	260	43	-	-	PUNCT
easat-7970	260	44	bloquants	bloquant	NOUN
easat-7970	260	45	0.960	0.960	NUM
easat-7970	260	46	0.999	0.999	NUM
easat-7970	260	47	0.979	0.979	NUM
easat-7970	260	48	0.034	0.034	NUM
easat-7970	260	49	figure	figure	NOUN
easat-7970	260	50	4	4	NUM
easat-7970	260	51	.	.	NOUN
easat-7970	260	52	detail	detail	NOUN
easat-7970	260	53	numerical	numerical	ADJ
easat-7970	260	54	for	for	ADP
easat-7970	260	55	the	the	DET
easat-7970	260	56	dblp	dblp	NOUN
easat-7970	260	57	-	-	PUNCT
easat-7970	260	58	acm	acm	PROPN
easat-7970	260	59	.	.	PUNCT
easat-7970	261	1	the	the	DET
easat-7970	261	2	numerical	numerical	ADJ
easat-7970	261	3	evaluation	evaluation	NOUN
easat-7970	261	4	results	result	NOUN
easat-7970	261	5	for	for	ADP
easat-7970	261	6	the	the	DET
easat-7970	261	7	amazon	amazon	NOUN
easat-7970	261	8	-	-	PUNCT
easat-7970	261	9	google	google	NOUN
easat-7970	261	10	dataset	dataset	NOUN
easat-7970	261	11	are	be	AUX
easat-7970	261	12	presented	present	VERB
easat-7970	261	13	in	in	ADP
easat-7970	261	14	table	table	NOUN
easat-7970	261	15	7	7	NUM
easat-7970	261	16	,	,	PUNCT
easat-7970	261	17	offering	offer	VERB
easat-7970	261	18	a	a	DET
easat-7970	261	19	comparative	comparative	ADJ
easat-7970	261	20	perspective	perspective	NOUN
easat-7970	261	21	on	on	ADP
easat-7970	261	22	the	the	DET
easat-7970	261	23	performance	performance	NOUN
easat-7970	261	24	of	of	ADP
easat-7970	261	25	our	our	PRON
easat-7970	261	26	method	method	NOUN
easat-7970	261	27	against	against	ADP
easat-7970	261	28	several	several	ADJ
easat-7970	261	29	baseline	baseline	NOUN
easat-7970	261	30	techniques.on	techniques.on	X
easat-7970	261	31	the	the	DET
easat-7970	261	32	amazon	amazon	NOUN
easat-7970	261	33	-	-	PUNCT
easat-7970	261	34	google	google	NOUN
easat-7970	261	35	dataset	dataset	NOUN
easat-7970	261	36	,	,	PUNCT
easat-7970	261	37	our	our	PRON
easat-7970	261	38	method	method	NOUN
easat-7970	261	39	achieved	achieve	VERB
easat-7970	261	40	strong	strong	ADJ
easat-7970	261	41	results	result	NOUN
easat-7970	261	42	in	in	ADP
easat-7970	261	43	terms	term	NOUN
easat-7970	261	44	of	of	ADP
easat-7970	261	45	reduction	reduction	NOUN
easat-7970	261	46	rate	rate	NOUN
easat-7970	261	47	(	(	PUNCT
easat-7970	261	48	rr	rr	NOUN
easat-7970	261	49	=	=	NUM
easat-7970	261	50	0.971	0.971	NUM
easat-7970	261	51	)	)	PUNCT
easat-7970	261	52	,	,	PUNCT
easat-7970	261	53	pair	pair	NOUN
easat-7970	261	54	completeness	completeness	NOUN
easat-7970	261	55	(	(	PUNCT
easat-7970	261	56	pc	pc	NOUN
easat-7970	261	57	=	=	NOUN
easat-7970	261	58	0.962	0.962	NUM
easat-7970	261	59	)	)	PUNCT
easat-7970	261	60	,	,	PUNCT
easat-7970	261	61	and	and	CCONJ
easat-7970	261	62	f	f	X
easat-7970	261	63	-	-	PUNCT
easat-7970	261	64	measure	measure	NOUN
easat-7970	261	65	(	(	PUNCT
easat-7970	261	66	0.966	0.966	NUM
easat-7970	261	67	)	)	PUNCT
easat-7970	261	68	,	,	PUNCT
easat-7970	261	69	demonstrating	demonstrate	VERB
easat-7970	261	70	its	its	PRON
easat-7970	261	71	ability	ability	NOUN
easat-7970	261	72	to	to	PART
easat-7970	261	73	maintain	maintain	VERB
easat-7970	261	74	an	an	DET
easat-7970	261	75	effective	effective	ADJ
easat-7970	261	76	balance	balance	NOUN
easat-7970	261	77	between	between	ADP
easat-7970	261	78	efficiency	efficiency	NOUN
easat-7970	261	79	and	and	CCONJ
easat-7970	261	80	coverage	coverage	NOUN
easat-7970	261	81	in	in	ADP
easat-7970	261	82	a	a	DET
easat-7970	261	83	highly	highly	ADV
easat-7970	261	84	heterogeneous	heterogeneous	ADJ
easat-7970	261	85	data	datum	NOUN
easat-7970	261	86	context	context	NOUN
easat-7970	261	87	.	.	PUNCT
easat-7970	262	1	it	it	PRON
easat-7970	262	2	significantly	significantly	ADV
easat-7970	262	3	outperforms	outperform	VERB
easat-7970	262	4	the	the	DET
easat-7970	262	5	baseline	baseline	ADJ
easat-7970	262	6	methods	method	NOUN
easat-7970	262	7	,	,	PUNCT
easat-7970	262	8	particularly	particularly	ADV
easat-7970	262	9	in	in	ADP
easat-7970	262	10	rr	rr	PROPN
easat-7970	262	11	and	and	CCONJ
easat-7970	262	12	f	f	X
easat-7970	262	13	-	-	PUNCT
easat-7970	262	14	measure	measure	NOUN
easat-7970	262	15	,	,	PUNCT
easat-7970	262	16	where	where	SCONJ
easat-7970	262	17	approaches	approach	NOUN
easat-7970	262	18	like	like	ADP
easat-7970	262	19	nonstandard	nonstandard	ADJ
easat-7970	262	20	blocking	blocking	NOUN
easat-7970	262	21	and	and	CCONJ
easat-7970	262	22	minhash	minhash	NOUN
easat-7970	262	23	-	-	PUNCT
easat-7970	262	24	lsh	lsh	NOUN
easat-7970	262	25	show	show	VERB
easat-7970	262	26	notably	notably	ADV
easat-7970	262	27	weaker	weak	ADJ
easat-7970	262	28	performance	performance	NOUN
easat-7970	262	29	.	.	PUNCT
easat-7970	263	1	however	however	ADV
easat-7970	263	2	,	,	PUNCT
easat-7970	263	3	the	the	DET
easat-7970	263	4	pair	pair	NOUN
easat-7970	263	5	quality	quality	NOUN
easat-7970	263	6	858	858	NUM
easat-7970	263	7	edelweiss	edelweiss	PROPN
easat-7970	263	8	applied	apply	VERB
easat-7970	263	9	science	science	NOUN
easat-7970	263	10	and	and	CCONJ
easat-7970	263	11	technology	technology	NOUN
easat-7970	263	12	issn	issn	PROPN
easat-7970	263	13	:	:	PUNCT
easat-7970	263	14	2576	2576	NUM
easat-7970	263	15	-	-	SYM
easat-7970	263	16	8484	8484	NUM
easat-7970	263	17	vol	vol	NOUN
easat-7970	263	18	.	.	PROPN
easat-7970	264	1	9	9	NUM
easat-7970	264	2	,	,	PUNCT
easat-7970	264	3	no	no	INTJ
easat-7970	264	4	.	.	NOUN
easat-7970	265	1	6	6	NUM
easat-7970	265	2	:	:	SYM
easat-7970	265	3	846	846	NUM
easat-7970	265	4	-	-	SYM
easat-7970	265	5	863	863	NUM
easat-7970	265	6	,	,	PUNCT
easat-7970	265	7	2025	2025	NUM
easat-7970	265	8	doi	doi	NOUN
easat-7970	265	9	:	:	PUNCT
easat-7970	265	10	10.55214/25768484.v9i6.7970	10.55214/25768484.v9i6.7970	NUM
easat-7970	265	11	©	©	PROPN
easat-7970	265	12	2025	2025	NUM
easat-7970	265	13	by	by	ADP
easat-7970	265	14	the	the	DET
easat-7970	265	15	authors	author	NOUN
easat-7970	265	16	;	;	PUNCT
easat-7970	265	17	licensee	licensee	PROPN
easat-7970	265	18	learning	learning	NOUN
easat-7970	265	19	gate	gate	NOUN
easat-7970	265	20	(	(	PUNCT
easat-7970	265	21	pq	pq	NOUN
easat-7970	265	22	=	=	NOUN
easat-7970	265	23	0.007	0.007	NUM
easat-7970	265	24	)	)	PUNCT
easat-7970	265	25	remains	remain	VERB
easat-7970	265	26	modest	modest	ADJ
easat-7970	265	27	,	,	PUNCT
easat-7970	265	28	a	a	DET
easat-7970	265	29	limitation	limitation	NOUN
easat-7970	265	30	observed	observe	VERB
easat-7970	265	31	across	across	ADP
easat-7970	265	32	most	most	ADJ
easat-7970	265	33	methods	method	NOUN
easat-7970	265	34	on	on	ADP
easat-7970	265	35	this	this	DET
easat-7970	265	36	dataset	dataset	NOUN
easat-7970	265	37	.	.	PUNCT
easat-7970	266	1	this	this	PRON
easat-7970	266	2	can	can	AUX
easat-7970	266	3	be	be	AUX
easat-7970	266	4	attributed	attribute	VERB
easat-7970	266	5	to	to	ADP
easat-7970	266	6	the	the	DET
easat-7970	266	7	high	high	ADJ
easat-7970	266	8	lexical	lexical	ADJ
easat-7970	266	9	and	and	CCONJ
easat-7970	266	10	structural	structural	ADJ
easat-7970	266	11	variability	variability	NOUN
easat-7970	266	12	in	in	ADP
easat-7970	266	13	the	the	DET
easat-7970	266	14	data	datum	NOUN
easat-7970	266	15	,	,	PUNCT
easat-7970	266	16	which	which	PRON
easat-7970	266	17	makes	make	VERB
easat-7970	266	18	precise	precise	ADJ
easat-7970	266	19	match	match	NOUN
easat-7970	266	20	detection	detection	NOUN
easat-7970	266	21	more	more	ADV
easat-7970	266	22	difficult	difficult	ADJ
easat-7970	266	23	.	.	PUNCT
easat-7970	267	1	despite	despite	SCONJ
easat-7970	267	2	this	this	PRON
easat-7970	267	3	,	,	PUNCT
easat-7970	267	4	our	our	PRON
easat-7970	267	5	method	method	NOUN
easat-7970	267	6	stands	stand	VERB
easat-7970	267	7	out	out	ADP
easat-7970	267	8	for	for	ADP
easat-7970	267	9	its	its	PRON
easat-7970	267	10	overall	overall	ADJ
easat-7970	267	11	stability	stability	NOUN
easat-7970	267	12	and	and	CCONJ
easat-7970	267	13	confirms	confirm	VERB
easat-7970	267	14	its	its	PRON
easat-7970	267	15	adaptability	adaptability	NOUN
easat-7970	267	16	to	to	ADP
easat-7970	267	17	complex	complex	ADJ
easat-7970	267	18	datasets	dataset	NOUN
easat-7970	267	19	,	,	PUNCT
easat-7970	267	20	while	while	SCONJ
easat-7970	267	21	highlighting	highlight	VERB
easat-7970	267	22	the	the	DET
easat-7970	267	23	potential	potential	NOUN
easat-7970	267	24	for	for	ADP
easat-7970	267	25	future	future	ADJ
easat-7970	267	26	improvements	improvement	NOUN
easat-7970	267	27	through	through	ADP
easat-7970	267	28	the	the	DET
easat-7970	267	29	integration	integration	NOUN
easat-7970	267	30	of	of	ADP
easat-7970	267	31	more	more	ADV
easat-7970	267	32	advanced	advanced	ADJ
easat-7970	267	33	semantic	semantic	ADJ
easat-7970	267	34	matching	matching	NOUN
easat-7970	267	35	techniques	technique	NOUN
easat-7970	267	36	.	.	PUNCT
easat-7970	268	1	table	table	NOUN
easat-7970	268	2	7	7	NUM
easat-7970	268	3	.	.	PUNCT
easat-7970	268	4	elaborate	elaborate	ADJ
easat-7970	268	5	on	on	ADP
easat-7970	268	6	the	the	DET
easat-7970	268	7	numerical	numerical	ADJ
easat-7970	268	8	results	result	NOUN
easat-7970	268	9	related	relate	VERB
easat-7970	268	10	to	to	ADP
easat-7970	268	11	the	the	DET
easat-7970	268	12	amazon	amazon	NOUN
easat-7970	268	13	-	-	PUNCT
easat-7970	268	14	google	google	PROPN
easat-7970	268	15	.	.	PUNCT
easat-7970	269	1	method	method	PROPN
easat-7970	269	2	rr	rr	PROPN
easat-7970	269	3	pc	pc	PROPN
easat-7970	269	4	𝐹rr	𝐹rr	PROPN
easat-7970	269	5	,	,	PUNCT
easat-7970	269	6	pc	pc	NOUN
easat-7970	269	7	pq	pq	NOUN
easat-7970	269	8	our	our	PRON
easat-7970	269	9	method	method	NOUN
easat-7970	269	10	0.971	0.971	NUM
easat-7970	269	11	0.962	0.962	NUM
easat-7970	269	12	0.966	0.966	NUM
easat-7970	269	13	0.007	0.007	NUM
easat-7970	269	14	non	non	ADJ
easat-7970	269	15	-	-	ADJ
easat-7970	269	16	standard	standard	ADJ
easat-7970	269	17	key	key	ADJ
easat-7970	269	18	-	-	PUNCT
easat-7970	269	19	based	base	VERB
easat-7970	269	20	blocking	blocking	NOUN
easat-7970	269	21	0.779	0.779	NUM
easat-7970	269	22	0.954	0.954	NUM
easat-7970	269	23	0.858	0.858	NUM
easat-7970	269	24	0.001	0.001	NUM
easat-7970	269	25	sortedneighbourhood	sortedneighbourhood	NOUN
easat-7970	269	26	0.933	0.933	NUM
easat-7970	269	27	0.627	0.627	NUM
easat-7970	269	28	0.750	0.750	NUM
easat-7970	269	29	0.002	0.002	NUM
easat-7970	269	30	canopyclustering	canopyclustere	VERB
easat-7970	269	31	0.956	0.956	NUM
easat-7970	269	32	0.820	0.820	NUM
easat-7970	269	33	0.883	0.883	NUM
easat-7970	269	34	0.006	0.006	NUM
easat-7970	269	35	minhash	minhash	NOUN
easat-7970	269	36	-	-	PUNCT
easat-7970	269	37	lsh	lsh	NOUN
easat-7970	269	38	0.418	0.418	NUM
easat-7970	269	39	0.802	0.802	NUM
easat-7970	269	40	0.549	0.549	NUM
easat-7970	269	41	0.000	0.000	NUM
easat-7970	269	42	méta	méta	NOUN
easat-7970	269	43	-	-	PUNCT
easat-7970	269	44	bloquants	bloquant	NOUN
easat-7970	269	45	0.907	0.907	NUM
easat-7970	269	46	0.913	0.913	NUM
easat-7970	269	47	0.904	0.904	NUM
easat-7970	269	48	0.009	0.009	NUM
easat-7970	269	49	figure	figure	NOUN
easat-7970	269	50	5	5	NUM
easat-7970	269	51	.	.	PUNCT
easat-7970	269	52	detail	detail	NOUN
easat-7970	269	53	numerical	numerical	ADJ
easat-7970	269	54	for	for	ADP
easat-7970	269	55	the	the	DET
easat-7970	269	56	amazon	amazon	NOUN
easat-7970	269	57	-	-	PUNCT
easat-7970	269	58	google	google	NOUN
easat-7970	269	59	.	.	PUNCT
easat-7970	270	1	the	the	DET
easat-7970	270	2	clean	clean	ADJ
easat-7970	270	3	-	-	PUNCT
easat-7970	270	4	synth	synth	NOUN
easat-7970	270	5	dataset	dataset	NOUN
easat-7970	270	6	is	be	AUX
easat-7970	270	7	a	a	DET
easat-7970	270	8	well	well	ADV
easat-7970	270	9	-	-	PUNCT
easat-7970	270	10	structured	structure	VERB
easat-7970	270	11	synthetic	synthetic	ADJ
easat-7970	270	12	dataset	dataset	NOUN
easat-7970	270	13	,	,	PUNCT
easat-7970	270	14	free	free	ADJ
easat-7970	270	15	from	from	ADP
easat-7970	270	16	noise	noise	NOUN
easat-7970	270	17	or	or	CCONJ
easat-7970	270	18	significant	significant	ADJ
easat-7970	270	19	variations	variation	NOUN
easat-7970	270	20	,	,	PUNCT
easat-7970	270	21	making	make	VERB
easat-7970	270	22	it	it	PRON
easat-7970	270	23	ideal	ideal	ADJ
easat-7970	270	24	for	for	ADP
easat-7970	270	25	evaluating	evaluate	VERB
easat-7970	270	26	performance	performance	NOUN
easat-7970	270	27	in	in	ADP
easat-7970	270	28	a	a	DET
easat-7970	270	29	controlled	control	VERB
easat-7970	270	30	deduplication	deduplication	NOUN
easat-7970	270	31	setting	setting	NOUN
easat-7970	270	32	.	.	PUNCT
easat-7970	271	1	on	on	ADP
easat-7970	271	2	this	this	DET
easat-7970	271	3	dataset	dataset	NOUN
easat-7970	271	4	,	,	PUNCT
easat-7970	271	5	our	our	PRON
easat-7970	271	6	method	method	NOUN
easat-7970	271	7	achieved	achieve	VERB
easat-7970	271	8	near	near	ADV
easat-7970	271	9	-	-	PUNCT
easat-7970	271	10	perfect	perfect	ADJ
easat-7970	271	11	results	result	NOUN
easat-7970	271	12	,	,	PUNCT
easat-7970	271	13	with	with	ADP
easat-7970	271	14	a	a	DET
easat-7970	271	15	reduction	reduction	NOUN
easat-7970	271	16	rate	rate	NOUN
easat-7970	271	17	(	(	PUNCT
easat-7970	271	18	rr	rr	NOUN
easat-7970	271	19	)	)	PUNCT
easat-7970	271	20	of	of	ADP
easat-7970	271	21	0.999	0.999	NUM
easat-7970	271	22	,	,	PUNCT
easat-7970	271	23	a	a	DET
easat-7970	271	24	pair	pair	NOUN
easat-7970	271	25	completeness	completeness	NOUN
easat-7970	271	26	(	(	PUNCT
easat-7970	271	27	pc	pc	NOUN
easat-7970	271	28	)	)	PUNCT
easat-7970	271	29	of	of	ADP
easat-7970	271	30	0.998	0.998	NUM
easat-7970	271	31	,	,	PUNCT
easat-7970	271	32	and	and	CCONJ
easat-7970	271	33	an	an	DET
easat-7970	271	34	f	f	NOUN
easat-7970	271	35	-	-	PUNCT
easat-7970	271	36	measure	measure	NOUN
easat-7970	271	37	of	of	ADP
easat-7970	271	38	0.998	0.998	NUM
easat-7970	271	39	,	,	PUNCT
easat-7970	271	40	demonstrating	demonstrate	VERB
easat-7970	271	41	its	its	PRON
easat-7970	271	42	ability	ability	NOUN
easat-7970	271	43	to	to	PART
easat-7970	271	44	cover	cover	VERB
easat-7970	271	45	almost	almost	ADV
easat-7970	271	46	all	all	PRON
easat-7970	271	47	true	true	ADJ
easat-7970	271	48	matches	match	NOUN
easat-7970	271	49	while	while	SCONJ
easat-7970	271	50	significantly	significantly	ADV
easat-7970	271	51	limiting	limit	VERB
easat-7970	271	52	the	the	DET
easat-7970	271	53	number	number	NOUN
easat-7970	271	54	of	of	ADP
easat-7970	271	55	comparisons	comparison	NOUN
easat-7970	271	56	.	.	PUNCT
easat-7970	272	1	most	most	ADV
easat-7970	272	2	notably	notably	ADV
easat-7970	272	3	,	,	PUNCT
easat-7970	272	4	it	it	PRON
easat-7970	272	5	achieved	achieve	VERB
easat-7970	272	6	a	a	DET
easat-7970	272	7	pair	pair	NOUN
easat-7970	272	8	quality	quality	NOUN
easat-7970	272	9	(	(	PUNCT
easat-7970	272	10	pq	pq	NOUN
easat-7970	272	11	)	)	PUNCT
easat-7970	272	12	of	of	ADP
easat-7970	272	13	0.175	0.175	NUM
easat-7970	272	14	,	,	PUNCT
easat-7970	272	15	which	which	PRON
easat-7970	272	16	is	be	AUX
easat-7970	272	17	substantially	substantially	ADV
easat-7970	272	18	higher	high	ADJ
easat-7970	272	19	than	than	ADP
easat-7970	272	20	all	all	DET
easat-7970	272	21	competing	compete	VERB
easat-7970	272	22	methods	method	NOUN
easat-7970	272	23	,	,	PUNCT
easat-7970	272	24	whose	whose	DET
easat-7970	272	25	scores	score	NOUN
easat-7970	272	26	remain	remain	VERB
easat-7970	272	27	very	very	ADV
easat-7970	272	28	low	low	ADJ
easat-7970	272	29	(	(	PUNCT
easat-7970	272	30	below	below	ADP
easat-7970	272	31	0.016	0.016	NUM
easat-7970	272	32	)	)	PUNCT
easat-7970	272	33	.	.	PUNCT
easat-7970	273	1	this	this	PRON
easat-7970	273	2	shows	show	VERB
easat-7970	273	3	that	that	SCONJ
easat-7970	273	4	our	our	PRON
easat-7970	273	5	approach	approach	NOUN
easat-7970	273	6	is	be	AUX
easat-7970	273	7	able	able	ADJ
easat-7970	273	8	to	to	PART
easat-7970	273	9	maintain	maintain	VERB
easat-7970	273	10	high	high	ADJ
easat-7970	273	11	precision	precision	NOUN
easat-7970	273	12	,	,	PUNCT
easat-7970	273	13	even	even	ADV
easat-7970	273	14	when	when	SCONJ
easat-7970	273	15	other	other	ADJ
easat-7970	273	16	methods	method	NOUN
easat-7970	273	17	achieve	achieve	VERB
easat-7970	273	18	high	high	ADJ
easat-7970	273	19	completeness	completeness	NOUN
easat-7970	273	20	at	at	ADP
easat-7970	273	21	the	the	DET
easat-7970	273	22	cost	cost	NOUN
easat-7970	273	23	of	of	ADP
easat-7970	273	24	many	many	ADJ
easat-7970	273	25	false	false	ADJ
easat-7970	273	26	positives	positive	NOUN
easat-7970	273	27	.	.	PUNCT
easat-7970	274	1	these	these	DET
easat-7970	274	2	results	result	NOUN
easat-7970	274	3	confirm	confirm	VERB
easat-7970	274	4	the	the	DET
easat-7970	274	5	robustness	robustness	NOUN
easat-7970	274	6	and	and	CCONJ
easat-7970	274	7	accuracy	accuracy	NOUN
easat-7970	274	8	of	of	ADP
easat-7970	274	9	our	our	PRON
easat-7970	274	10	method	method	NOUN
easat-7970	274	11	in	in	ADP
easat-7970	274	12	clean	clean	ADJ
easat-7970	274	13	,	,	PUNCT
easat-7970	274	14	well	well	ADV
easat-7970	274	15	-	-	PUNCT
easat-7970	274	16	structured	structure	VERB
easat-7970	274	17	synthetic	synthetic	ADJ
easat-7970	274	18	environments	environment	NOUN
easat-7970	274	19	.	.	PUNCT
easat-7970	275	1	859	859	NUM
easat-7970	275	2	edelweiss	edelweiss	PROPN
easat-7970	275	3	applied	apply	VERB
easat-7970	275	4	science	science	NOUN
easat-7970	275	5	and	and	CCONJ
easat-7970	275	6	technology	technology	NOUN
easat-7970	275	7	issn	issn	PROPN
easat-7970	275	8	:	:	PUNCT
easat-7970	275	9	2576	2576	NUM
easat-7970	275	10	-	-	SYM
easat-7970	275	11	8484	8484	NUM
easat-7970	275	12	vol	vol	NOUN
easat-7970	275	13	.	.	PROPN
easat-7970	276	1	9	9	NUM
easat-7970	276	2	,	,	PUNCT
easat-7970	276	3	no	no	INTJ
easat-7970	276	4	.	.	NOUN
easat-7970	277	1	6	6	NUM
easat-7970	277	2	:	:	SYM
easat-7970	277	3	846	846	NUM
easat-7970	277	4	-	-	SYM
easat-7970	277	5	863	863	NUM
easat-7970	277	6	,	,	PUNCT
easat-7970	277	7	2025	2025	NUM
easat-7970	277	8	doi	doi	NOUN
easat-7970	277	9	:	:	PUNCT
easat-7970	277	10	10.55214/25768484.v9i6.7970	10.55214/25768484.v9i6.7970	NUM
easat-7970	277	11	©	©	PROPN
easat-7970	277	12	2025	2025	NUM
easat-7970	277	13	by	by	ADP
easat-7970	277	14	the	the	DET
easat-7970	277	15	authors	author	NOUN
easat-7970	277	16	;	;	PUNCT
easat-7970	277	17	licensee	licensee	PROPN
easat-7970	277	18	learning	learn	VERB
easat-7970	277	19	gate	gate	NOUN
easat-7970	277	20	table	table	NOUN
easat-7970	277	21	8	8	NUM
easat-7970	277	22	.	.	PUNCT
easat-7970	278	1	elaborate	elaborate	ADJ
easat-7970	278	2	on	on	ADP
easat-7970	278	3	the	the	DET
easat-7970	278	4	numerical	numerical	ADJ
easat-7970	278	5	results	result	NOUN
easat-7970	278	6	related	relate	VERB
easat-7970	278	7	to	to	ADP
easat-7970	278	8	the	the	DET
easat-7970	278	9	clean	clean	ADJ
easat-7970	278	10	-	-	PUNCT
easat-7970	278	11	synth	synth	NOUN
easat-7970	278	12	.	.	PUNCT
easat-7970	279	1	method	method	PROPN
easat-7970	279	2	rr	rr	PROPN
easat-7970	279	3	pc	pc	PROPN
easat-7970	279	4	𝐹rr	𝐹rr	PROPN
easat-7970	279	5	,	,	PUNCT
easat-7970	279	6	pc	pc	NOUN
easat-7970	279	7	pq	pq	NOUN
easat-7970	279	8	our	our	PRON
easat-7970	279	9	method	method	NOUN
easat-7970	279	10	0,999	0,999	NUM
easat-7970	279	11	0.998	0.998	NUM
easat-7970	279	12	0,998	0,998	NUM
easat-7970	279	13	0.175	0.175	NUM
easat-7970	279	14	non	non	ADJ
easat-7970	279	15	-	-	ADJ
easat-7970	279	16	standard	standard	ADJ
easat-7970	279	17	key	key	ADJ
easat-7970	279	18	-	-	PUNCT
easat-7970	279	19	based	base	VERB
easat-7970	279	20	blocking	block	VERB
easat-7970	279	21	0.997	0.997	NUM
easat-7970	279	22	1.000	1.000	NUM
easat-7970	279	23	0.998	0.998	NUM
easat-7970	279	24	0.012	0.012	NUM
easat-7970	279	25	sortedneighbourhood	sortedneighbourhood	NOUN
easat-7970	279	26	0.960	0.960	NUM
easat-7970	279	27	1.000	1.000	NUM
easat-7970	279	28	0.980	0.980	NUM
easat-7970	279	29	0.001	0.001	NUM
easat-7970	279	30	canopyclustering	canopyclustering	NOUN
easat-7970	279	31	0.985	0.985	NUM
easat-7970	279	32	1.000	1.000	NUM
easat-7970	279	33	0.992	0.992	NUM
easat-7970	279	34	0.003	0.003	NUM
easat-7970	279	35	minhash	minhash	NOUN
easat-7970	279	36	-	-	PUNCT
easat-7970	279	37	lsh	lsh	PROPN
easat-7970	279	38	0.991	0.991	NUM
easat-7970	279	39	1.000	1.000	NUM
easat-7970	279	40	0.996	0.996	NUM
easat-7970	279	41	0.005	0.005	NUM
easat-7970	279	42	méta	méta	NOUN
easat-7970	279	43	-	-	PUNCT
easat-7970	279	44	bloquants	bloquant	NOUN
easat-7970	279	45	0.987	0.987	NUM
easat-7970	279	46	1.000	1.000	NUM
easat-7970	279	47	0.993	0.993	NUM
easat-7970	279	48	0.016	0.016	NUM
easat-7970	279	49	figure	figure	NOUN
easat-7970	279	50	6	6	NUM
easat-7970	279	51	.	.	PUNCT
easat-7970	279	52	detail	detail	NOUN
easat-7970	279	53	numerical	numerical	ADJ
easat-7970	279	54	for	for	ADP
easat-7970	279	55	the	the	DET
easat-7970	279	56	clean	clean	ADJ
easat-7970	279	57	-	-	PUNCT
easat-7970	279	58	synth	synth	NOUN
easat-7970	279	59	.	.	PUNCT
easat-7970	279	60	table	table	NOUN
easat-7970	279	61	9	9	NUM
easat-7970	279	62	.	.	PUNCT
easat-7970	279	63	elaborate	elaborate	VERB
easat-7970	279	64	on	on	ADP
easat-7970	279	65	the	the	DET
easat-7970	279	66	numerical	numerical	ADJ
easat-7970	279	67	results	result	NOUN
easat-7970	279	68	related	relate	VERB
easat-7970	279	69	to	to	ADP
easat-7970	279	70	the	the	DET
easat-7970	279	71	dirty	dirty	NOUN
easat-7970	279	72	-	-	PUNCT
easat-7970	279	73	synth	synth	NOUN
easat-7970	279	74	.	.	PUNCT
easat-7970	280	1	method	method	PROPN
easat-7970	280	2	rr	rr	PROPN
easat-7970	280	3	pc	pc	PROPN
easat-7970	280	4	𝐹rr	𝐹rr	PROPN
easat-7970	280	5	,	,	PUNCT
easat-7970	280	6	pc	pc	NOUN
easat-7970	280	7	pq	pq	NOUN
easat-7970	280	8	our	our	PRON
easat-7970	280	9	method	method	NOUN
easat-7970	280	10	0,999	0,999	NUM
easat-7970	280	11	0,997	0,997	NUM
easat-7970	280	12	0,997	0,997	NUM
easat-7970	280	13	0,881	0,881	NUM
easat-7970	280	14	non	non	ADJ
easat-7970	280	15	-	-	ADJ
easat-7970	280	16	standard	standard	ADJ
easat-7970	280	17	key	key	ADJ
easat-7970	280	18	-	-	PUNCT
easat-7970	280	19	based	base	VERB
easat-7970	280	20	blocking	block	VERB
easat-7970	280	21	0.997	0.997	NUM
easat-7970	280	22	1.000	1.000	NUM
easat-7970	280	23	0.998	0.998	NUM
easat-7970	280	24	0.173	0.173	NUM
easat-7970	280	25	sortedneighbourhood	sortedneighbourhood	NOUN
easat-7970	280	26	0.964	0.964	NUM
easat-7970	280	27	1.000	1.000	NUM
easat-7970	280	28	0.982	0.982	NUM
easat-7970	280	29	0.015	0.015	NUM
easat-7970	280	30	canopyclustering	canopyclustere	VERB
easat-7970	280	31	0.999	0.999	NUM
easat-7970	280	32	1.000	1.000	NUM
easat-7970	280	33	1.000	1.000	NUM
easat-7970	280	34	0.969	0.969	NUM
easat-7970	280	35	minhash	minhash	NOUN
easat-7970	280	36	-	-	PUNCT
easat-7970	280	37	lsh	lsh	NOUN
easat-7970	280	38	0.967	0.967	NUM
easat-7970	280	39	0.999	0.999	NUM
easat-7970	280	40	0.983	0.983	NUM
easat-7970	280	41	0.016	0.016	NUM
easat-7970	280	42	méta	méta	NOUN
easat-7970	280	43	-	-	PUNCT
easat-7970	280	44	bloquants	bloquant	NOUN
easat-7970	280	45	0.993	0.993	NUM
easat-7970	280	46	0.926	0.926	NUM
easat-7970	280	47	0.953	0.953	NUM
easat-7970	280	48	0.239	0.239	NUM
easat-7970	280	49	860	860	NUM
easat-7970	280	50	edelweiss	edelweiss	PROPN
easat-7970	280	51	applied	apply	VERB
easat-7970	280	52	science	science	NOUN
easat-7970	280	53	and	and	CCONJ
easat-7970	280	54	technology	technology	NOUN
easat-7970	280	55	issn	issn	PROPN
easat-7970	280	56	:	:	PUNCT
easat-7970	280	57	2576	2576	NUM
easat-7970	280	58	-	-	SYM
easat-7970	280	59	8484	8484	NUM
easat-7970	280	60	vol	vol	NOUN
easat-7970	280	61	.	.	PROPN
easat-7970	281	1	9	9	NUM
easat-7970	281	2	,	,	PUNCT
easat-7970	281	3	no	no	INTJ
easat-7970	281	4	.	.	NOUN
easat-7970	282	1	6	6	NUM
easat-7970	282	2	:	:	SYM
easat-7970	282	3	846	846	NUM
easat-7970	282	4	-	-	SYM
easat-7970	282	5	863	863	NUM
easat-7970	282	6	,	,	PUNCT
easat-7970	282	7	2025	2025	NUM
easat-7970	282	8	doi	doi	NOUN
easat-7970	282	9	:	:	PUNCT
easat-7970	282	10	10.55214/25768484.v9i6.7970	10.55214/25768484.v9i6.7970	NUM
easat-7970	282	11	©	©	PROPN
easat-7970	282	12	2025	2025	NUM
easat-7970	282	13	by	by	ADP
easat-7970	282	14	the	the	DET
easat-7970	282	15	authors	author	NOUN
easat-7970	282	16	;	;	PUNCT
easat-7970	282	17	licensee	licensee	PROPN
easat-7970	282	18	learning	learn	VERB
easat-7970	282	19	gate	gate	NOUN
easat-7970	282	20	figure	figure	NOUN
easat-7970	282	21	7	7	NUM
easat-7970	282	22	.	.	PUNCT
easat-7970	282	23	detail	detail	NOUN
easat-7970	282	24	numerical	numerical	ADJ
easat-7970	282	25	for	for	ADP
easat-7970	282	26	the	the	DET
easat-7970	282	27	dirty	dirty	NOUN
easat-7970	282	28	-	-	PUNCT
easat-7970	282	29	synth	synth	NOUN
easat-7970	282	30	.	.	PUNCT
easat-7970	283	1	from	from	ADP
easat-7970	283	2	a	a	DET
easat-7970	283	3	methodological	methodological	ADJ
easat-7970	283	4	perspective	perspective	NOUN
easat-7970	283	5	,	,	PUNCT
easat-7970	283	6	the	the	DET
easat-7970	283	7	experimental	experimental	ADJ
easat-7970	283	8	results	result	NOUN
easat-7970	283	9	confirm	confirm	VERB
easat-7970	283	10	the	the	DET
easat-7970	283	11	relevance	relevance	NOUN
easat-7970	283	12	and	and	CCONJ
easat-7970	283	13	effectiveness	effectiveness	NOUN
easat-7970	283	14	of	of	ADP
easat-7970	283	15	our	our	PRON
easat-7970	283	16	approach	approach	NOUN
easat-7970	283	17	,	,	PUNCT
easat-7970	283	18	particularly	particularly	ADV
easat-7970	283	19	its	its	PRON
easat-7970	283	20	ability	ability	NOUN
easat-7970	283	21	to	to	PART
easat-7970	283	22	maintain	maintain	VERB
easat-7970	283	23	an	an	DET
easat-7970	283	24	optimal	optimal	ADJ
easat-7970	283	25	balance	balance	NOUN
easat-7970	283	26	between	between	ADP
easat-7970	283	27	pair	pair	NOUN
easat-7970	283	28	completeness	completeness	NOUN
easat-7970	283	29	and	and	CCONJ
easat-7970	283	30	pair	pair	NOUN
easat-7970	283	31	quality	quality	NOUN
easat-7970	283	32	,	,	PUNCT
easat-7970	283	33	which	which	PRON
easat-7970	283	34	are	be	AUX
easat-7970	283	35	key	key	ADJ
easat-7970	283	36	indicators	indicator	NOUN
easat-7970	283	37	of	of	ADP
easat-7970	283	38	performance	performance	NOUN
easat-7970	283	39	in	in	ADP
easat-7970	283	40	record	record	NOUN
easat-7970	283	41	linkage	linkage	NOUN
easat-7970	283	42	systems	system	NOUN
easat-7970	283	43	.	.	PUNCT
easat-7970	284	1	however	however	ADV
easat-7970	284	2	,	,	PUNCT
easat-7970	284	3	it	it	PRON
easat-7970	284	4	is	be	AUX
easat-7970	284	5	important	important	ADJ
easat-7970	284	6	to	to	PART
easat-7970	284	7	note	note	VERB
easat-7970	284	8	that	that	SCONJ
easat-7970	284	9	this	this	DET
easat-7970	284	10	study	study	NOUN
easat-7970	284	11	focuses	focus	VERB
easat-7970	284	12	exclusively	exclusively	ADV
easat-7970	284	13	on	on	ADP
easat-7970	284	14	quality	quality	NOUN
easat-7970	284	15	metrics	metric	NOUN
easat-7970	284	16	,	,	PUNCT
easat-7970	284	17	without	without	ADP
easat-7970	284	18	including	include	VERB
easat-7970	284	19	an	an	DET
easat-7970	284	20	analysis	analysis	NOUN
easat-7970	284	21	of	of	ADP
easat-7970	284	22	execution	execution	NOUN
easat-7970	284	23	time	time	NOUN
easat-7970	284	24	or	or	CCONJ
easat-7970	284	25	an	an	DET
easat-7970	284	26	assessment	assessment	NOUN
easat-7970	284	27	of	of	ADP
easat-7970	284	28	computational	computational	ADJ
easat-7970	284	29	complexity	complexity	NOUN
easat-7970	284	30	.	.	PUNCT
easat-7970	285	1	this	this	DET
easat-7970	285	2	omission	omission	NOUN
easat-7970	285	3	represents	represent	VERB
easat-7970	285	4	a	a	DET
easat-7970	285	5	significant	significant	ADJ
easat-7970	285	6	limitation	limitation	NOUN
easat-7970	285	7	,	,	PUNCT
easat-7970	285	8	especially	especially	ADV
easat-7970	285	9	in	in	ADP
easat-7970	285	10	the	the	DET
easat-7970	285	11	context	context	NOUN
easat-7970	285	12	of	of	ADP
easat-7970	285	13	big	big	ADJ
easat-7970	285	14	data	datum	NOUN
easat-7970	285	15	,	,	PUNCT
easat-7970	285	16	where	where	SCONJ
easat-7970	285	17	computational	computational	ADJ
easat-7970	285	18	efficiency	efficiency	NOUN
easat-7970	285	19	is	be	AUX
easat-7970	285	20	a	a	DET
easat-7970	285	21	critical	critical	ADJ
easat-7970	285	22	factor	factor	NOUN
easat-7970	285	23	for	for	ADP
easat-7970	285	24	the	the	DET
easat-7970	285	25	practical	practical	ADJ
easat-7970	285	26	deployment	deployment	NOUN
easat-7970	285	27	of	of	ADP
easat-7970	285	28	any	any	DET
easat-7970	285	29	solution	solution	NOUN
easat-7970	285	30	,	,	PUNCT
easat-7970	285	31	particularly	particularly	ADV
easat-7970	285	32	in	in	ADP
easat-7970	285	33	real	real	ADJ
easat-7970	285	34	-	-	PUNCT
easat-7970	285	35	time	time	NOUN
easat-7970	285	36	applications	application	NOUN
easat-7970	285	37	or	or	CCONJ
easat-7970	285	38	when	when	SCONJ
easat-7970	285	39	processing	process	VERB
easat-7970	285	40	largescale	largescale	NOUN
easat-7970	285	41	datasets	dataset	NOUN
easat-7970	285	42	.	.	PUNCT
easat-7970	286	1	this	this	DET
easat-7970	286	2	methodological	methodological	ADJ
easat-7970	286	3	choice	choice	NOUN
easat-7970	286	4	is	be	AUX
easat-7970	286	5	deliberate	deliberate	ADJ
easat-7970	286	6	,	,	PUNCT
easat-7970	286	7	as	as	SCONJ
easat-7970	286	8	the	the	DET
easat-7970	286	9	primary	primary	ADJ
easat-7970	286	10	objective	objective	NOUN
easat-7970	286	11	of	of	ADP
easat-7970	286	12	this	this	DET
easat-7970	286	13	initial	initial	ADJ
easat-7970	286	14	study	study	NOUN
easat-7970	286	15	was	be	AUX
easat-7970	286	16	to	to	PART
easat-7970	286	17	demonstrate	demonstrate	VERB
easat-7970	286	18	the	the	DET
easat-7970	286	19	capacity	capacity	NOUN
easat-7970	286	20	of	of	ADP
easat-7970	286	21	the	the	DET
easat-7970	286	22	proposed	propose	VERB
easat-7970	286	23	approach	approach	NOUN
easat-7970	286	24	to	to	PART
easat-7970	286	25	deliver	deliver	VERB
easat-7970	286	26	high	high	ADJ
easat-7970	286	27	-	-	PUNCT
easat-7970	286	28	quality	quality	NOUN
easat-7970	286	29	results	result	NOUN
easat-7970	286	30	.	.	PUNCT
easat-7970	287	1	nevertheless	nevertheless	ADV
easat-7970	287	2	,	,	PUNCT
easat-7970	287	3	a	a	DET
easat-7970	287	4	more	more	ADJ
easat-7970	287	5	in	in	ADP
easat-7970	287	6	-	-	PUNCT
easat-7970	287	7	depth	depth	NOUN
easat-7970	287	8	analysis	analysis	NOUN
easat-7970	287	9	of	of	ADP
easat-7970	287	10	scalability	scalability	NOUN
easat-7970	287	11	,	,	PUNCT
easat-7970	287	12	time	time	NOUN
easat-7970	287	13	complexity	complexity	NOUN
easat-7970	287	14	,	,	PUNCT
easat-7970	287	15	and	and	CCONJ
easat-7970	287	16	resource	resource	NOUN
easat-7970	287	17	consumption	consumption	NOUN
easat-7970	287	18	will	will	AUX
easat-7970	287	19	be	be	AUX
easat-7970	287	20	conducted	conduct	VERB
easat-7970	287	21	in	in	ADP
easat-7970	287	22	future	future	ADJ
easat-7970	287	23	work	work	NOUN
easat-7970	287	24	.	.	PUNCT
easat-7970	288	1	this	this	DET
easat-7970	288	2	analysis	analysis	NOUN
easat-7970	288	3	will	will	AUX
easat-7970	288	4	be	be	AUX
easat-7970	288	5	carried	carry	VERB
easat-7970	288	6	out	out	ADP
easat-7970	288	7	within	within	ADP
easat-7970	288	8	a	a	DET
easat-7970	288	9	distributed	distribute	VERB
easat-7970	288	10	computing	computing	NOUN
easat-7970	288	11	environment	environment	NOUN
easat-7970	288	12	,	,	PUNCT
easat-7970	288	13	such	such	ADJ
easat-7970	288	14	as	as	ADP
easat-7970	288	15	hadoop	hadoop	NOUN
easat-7970	288	16	,	,	PUNCT
easat-7970	288	17	in	in	ADP
easat-7970	288	18	order	order	NOUN
easat-7970	288	19	to	to	PART
easat-7970	288	20	leverage	leverage	NOUN
easat-7970	288	21	parallelism	parallelism	NOUN
easat-7970	288	22	and	and	CCONJ
easat-7970	288	23	evaluate	evaluate	VERB
easat-7970	288	24	the	the	DET
easat-7970	288	25	method	method	NOUN
easat-7970	288	26	’s	’s	PART
easat-7970	288	27	performance	performance	NOUN
easat-7970	288	28	under	under	ADP
easat-7970	288	29	more	more	ADV
easat-7970	288	30	realistic	realistic	ADJ
easat-7970	288	31	and	and	CCONJ
easat-7970	288	32	largescale	largescale	ADJ
easat-7970	288	33	conditions	condition	NOUN
easat-7970	288	34	.	.	PUNCT
easat-7970	289	1	through	through	ADP
easat-7970	289	2	this	this	DET
easat-7970	289	3	perspective	perspective	NOUN
easat-7970	289	4	,	,	PUNCT
easat-7970	289	5	we	we	PRON
easat-7970	289	6	aim	aim	VERB
easat-7970	289	7	to	to	PART
easat-7970	289	8	confirm	confirm	VERB
easat-7970	289	9	the	the	DET
easat-7970	289	10	operational	operational	ADJ
easat-7970	289	11	feasibility	feasibility	NOUN
easat-7970	289	12	of	of	ADP
easat-7970	289	13	our	our	PRON
easat-7970	289	14	approach	approach	NOUN
easat-7970	289	15	while	while	SCONJ
easat-7970	289	16	ensuring	ensure	VERB
easat-7970	289	17	a	a	DET
easat-7970	289	18	robust	robust	ADJ
easat-7970	289	19	trade	trade	NOUN
easat-7970	289	20	-	-	PUNCT
easat-7970	289	21	off	off	NOUN
easat-7970	289	22	between	between	ADP
easat-7970	289	23	efficiency	efficiency	NOUN
easat-7970	289	24	,	,	PUNCT
easat-7970	289	25	accuracy	accuracy	NOUN
easat-7970	289	26	,	,	PUNCT
easat-7970	289	27	and	and	CCONJ
easat-7970	289	28	scalability	scalability	NOUN
easat-7970	289	29	in	in	ADP
easat-7970	289	30	complex	complex	ADJ
easat-7970	289	31	application	application	NOUN
easat-7970	289	32	scenarios	scenario	NOUN
easat-7970	289	33	.	.	PUNCT
easat-7970	290	1	5	5	X
easat-7970	290	2	.	.	X
easat-7970	290	3	conclusion	conclusion	NOUN
easat-7970	290	4	in	in	ADP
easat-7970	290	5	this	this	DET
easat-7970	290	6	article	article	NOUN
easat-7970	290	7	,	,	PUNCT
easat-7970	290	8	we	we	PRON
easat-7970	290	9	have	have	AUX
easat-7970	290	10	proposed	propose	VERB
easat-7970	290	11	a	a	DET
easat-7970	290	12	novel	novel	ADJ
easat-7970	290	13	unsupervised	unsupervised	ADJ
easat-7970	290	14	record	record	NOUN
easat-7970	290	15	linkage	linkage	NOUN
easat-7970	290	16	approach	approach	NOUN
easat-7970	290	17	that	that	PRON
easat-7970	290	18	combines	combine	VERB
easat-7970	290	19	the	the	DET
easat-7970	290	20	firefly	firefly	NOUN
easat-7970	290	21	algorithm	algorithm	NOUN
easat-7970	290	22	,	,	PUNCT
easat-7970	290	23	locality	locality	NOUN
easat-7970	290	24	-	-	PUNCT
easat-7970	290	25	sensitive	sensitive	ADJ
easat-7970	290	26	hashing	hashing	NOUN
easat-7970	290	27	(	(	PUNCT
easat-7970	290	28	lsh	lsh	PROPN
easat-7970	290	29	)	)	PUNCT
easat-7970	290	30	,	,	PUNCT
easat-7970	290	31	and	and	CCONJ
easat-7970	290	32	length	length	NOUN
easat-7970	290	33	-	-	PUNCT
easat-7970	290	34	based	base	VERB
easat-7970	290	35	feature	feature	NOUN
easat-7970	290	36	weighting	weighting	NOUN
easat-7970	290	37	(	(	PUNCT
easat-7970	290	38	lfw	lfw	NOUN
easat-7970	290	39	)	)	PUNCT
easat-7970	290	40	to	to	PART
easat-7970	290	41	optimize	optimize	VERB
easat-7970	290	42	data	datum	NOUN
easat-7970	290	43	quality	quality	NOUN
easat-7970	290	44	in	in	ADP
easat-7970	290	45	big	big	ADJ
easat-7970	290	46	data	datum	NOUN
easat-7970	290	47	environments	environment	NOUN
easat-7970	290	48	.	.	PUNCT
easat-7970	291	1	our	our	PRON
easat-7970	291	2	experimental	experimental	ADJ
easat-7970	291	3	results	result	NOUN
easat-7970	291	4	demonstrate	demonstrate	VERB
easat-7970	291	5	the	the	DET
easat-7970	291	6	effectiveness	effectiveness	NOUN
easat-7970	291	7	of	of	ADP
easat-7970	291	8	this	this	DET
easat-7970	291	9	approach	approach	NOUN
easat-7970	291	10	,	,	PUNCT
easat-7970	291	11	particularly	particularly	ADV
easat-7970	291	12	in	in	ADP
easat-7970	291	13	terms	term	NOUN
easat-7970	291	14	of	of	ADP
easat-7970	291	15	balancing	balance	VERB
easat-7970	291	16	pairs	pair	NOUN
easat-7970	291	17	completeness	completeness	NOUN
easat-7970	291	18	(	(	PUNCT
easat-7970	291	19	pc	pc	NOUN
easat-7970	291	20	)	)	PUNCT
easat-7970	291	21	and	and	CCONJ
easat-7970	291	22	pairs	pair	NOUN
easat-7970	291	23	quality	quality	NOUN
easat-7970	291	24	(	(	PUNCT
easat-7970	291	25	pq	pq	NOUN
easat-7970	291	26	)	)	PUNCT
easat-7970	291	27	,	,	PUNCT
easat-7970	291	28	two	two	NUM
easat-7970	291	29	critical	critical	ADJ
easat-7970	291	30	metrics	metric	NOUN
easat-7970	291	31	for	for	ADP
easat-7970	291	32	evaluating	evaluate	VERB
easat-7970	291	33	record	record	NOUN
easat-7970	291	34	linkage	linkage	NOUN
easat-7970	291	35	performance	performance	NOUN
easat-7970	291	36	.	.	PUNCT
easat-7970	292	1	these	these	DET
easat-7970	292	2	results	result	NOUN
easat-7970	292	3	confirm	confirm	VERB
easat-7970	292	4	the	the	DET
easat-7970	292	5	robustness	robustness	NOUN
easat-7970	292	6	,	,	PUNCT
easat-7970	292	7	relevance	relevance	NOUN
easat-7970	292	8	,	,	PUNCT
easat-7970	292	9	and	and	CCONJ
easat-7970	292	10	flexibility	flexibility	NOUN
easat-7970	292	11	of	of	ADP
easat-7970	292	12	our	our	PRON
easat-7970	292	13	method	method	NOUN
easat-7970	292	14	,	,	PUNCT
easat-7970	292	15	which	which	PRON
easat-7970	292	16	adapts	adapt	VERB
easat-7970	292	17	well	well	ADV
easat-7970	292	18	to	to	ADP
easat-7970	292	19	different	different	ADJ
easat-7970	292	20	data	datum	NOUN
easat-7970	292	21	contexts	contexts	NOUN
easat-7970	292	22	while	while	SCONJ
easat-7970	292	23	ensuring	ensure	VERB
easat-7970	292	24	high	high	ADJ
easat-7970	292	25	performance	performance	NOUN
easat-7970	292	26	.	.	PUNCT
easat-7970	293	1	however	however	ADV
easat-7970	293	2	,	,	PUNCT
easat-7970	293	3	despite	despite	SCONJ
easat-7970	293	4	the	the	DET
easat-7970	293	5	promising	promising	ADJ
easat-7970	293	6	quality	quality	NOUN
easat-7970	293	7	outcomes	outcome	NOUN
easat-7970	293	8	,	,	PUNCT
easat-7970	293	9	a	a	DET
easat-7970	293	10	significant	significant	ADJ
easat-7970	293	11	limitation	limitation	NOUN
easat-7970	293	12	of	of	ADP
easat-7970	293	13	our	our	PRON
easat-7970	293	14	work	work	NOUN
easat-7970	293	15	lies	lie	VERB
easat-7970	293	16	in	in	ADP
easat-7970	293	17	the	the	DET
easat-7970	293	18	absence	absence	NOUN
easat-7970	293	19	of	of	ADP
easat-7970	293	20	execution	execution	NOUN
easat-7970	293	21	time	time	NOUN
easat-7970	293	22	analysis	analysis	NOUN
easat-7970	293	23	and	and	CCONJ
easat-7970	293	24	computational	computational	ADJ
easat-7970	293	25	complexity	complexity	NOUN
easat-7970	293	26	assessment	assessment	NOUN
easat-7970	293	27	.	.	PUNCT
easat-7970	294	1	in	in	ADP
easat-7970	294	2	a	a	DET
easat-7970	294	3	big	big	ADJ
easat-7970	294	4	data	datum	NOUN
easat-7970	294	5	context	context	NOUN
easat-7970	294	6	,	,	PUNCT
easat-7970	294	7	where	where	SCONJ
easat-7970	294	8	computational	computational	ADJ
easat-7970	294	9	efficiency	efficiency	NOUN
easat-7970	294	10	is	be	AUX
easat-7970	294	11	a	a	DET
easat-7970	294	12	critical	critical	ADJ
easat-7970	294	13	factor	factor	NOUN
easat-7970	294	14	,	,	PUNCT
easat-7970	294	15	it	it	PRON
easat-7970	294	16	becomes	become	VERB
easat-7970	294	17	essential	essential	ADJ
easat-7970	294	18	to	to	PART
easat-7970	294	19	evaluate	evaluate	VERB
easat-7970	294	20	the	the	DET
easat-7970	294	21	scalability	scalability	NOUN
easat-7970	294	22	of	of	ADP
easat-7970	294	23	the	the	DET
easat-7970	294	24	proposed	propose	VERB
easat-7970	294	25	method	method	NOUN
easat-7970	294	26	and	and	CCONJ
easat-7970	294	27	its	its	PRON
easat-7970	294	28	capacity	capacity	NOUN
easat-7970	294	29	to	to	PART
easat-7970	294	30	operate	operate	VERB
easat-7970	294	31	in	in	ADP
easat-7970	294	32	distributed	distribute	VERB
easat-7970	294	33	environments	environment	NOUN
easat-7970	294	34	,	,	PUNCT
easat-7970	294	35	particularly	particularly	ADV
easat-7970	294	36	on	on	ADP
easat-7970	294	37	platforms	platform	NOUN
easat-7970	294	38	such	such	ADJ
easat-7970	294	39	as	as	ADP
easat-7970	294	40	hadoop	hadoop	NOUN
easat-7970	294	41	.	.	PUNCT
easat-7970	295	1	this	this	DET
easat-7970	295	2	evaluation	evaluation	NOUN
easat-7970	295	3	will	will	AUX
easat-7970	295	4	be	be	AUX
easat-7970	295	5	the	the	DET
easat-7970	295	6	focus	focus	NOUN
easat-7970	295	7	of	of	ADP
easat-7970	295	8	dedicated	dedicated	ADJ
easat-7970	295	9	future	future	ADJ
easat-7970	295	10	research	research	NOUN
easat-7970	295	11	.	.	PUNCT
easat-7970	296	1	861	861	NUM
easat-7970	296	2	edelweiss	edelweiss	PROPN
easat-7970	296	3	applied	apply	VERB
easat-7970	296	4	science	science	NOUN
easat-7970	296	5	and	and	CCONJ
easat-7970	296	6	technology	technology	NOUN
easat-7970	296	7	issn	issn	PROPN
easat-7970	296	8	:	:	PUNCT
easat-7970	296	9	2576	2576	NUM
easat-7970	296	10	-	-	SYM
easat-7970	296	11	8484	8484	NUM
easat-7970	296	12	vol	vol	NOUN
easat-7970	296	13	.	.	PROPN
easat-7970	297	1	9	9	NUM
easat-7970	297	2	,	,	PUNCT
easat-7970	297	3	no	no	INTJ
easat-7970	297	4	.	.	NOUN
easat-7970	298	1	6	6	NUM
easat-7970	298	2	:	:	SYM
easat-7970	298	3	846	846	NUM
easat-7970	298	4	-	-	SYM
easat-7970	298	5	863	863	NUM
easat-7970	298	6	,	,	PUNCT
easat-7970	298	7	2025	2025	NUM
easat-7970	298	8	doi	doi	NOUN
easat-7970	298	9	:	:	PUNCT
easat-7970	298	10	10.55214/25768484.v9i6.7970	10.55214/25768484.v9i6.7970	NUM
easat-7970	298	11	©	©	PROPN
easat-7970	298	12	2025	2025	NUM
easat-7970	298	13	by	by	ADP
easat-7970	298	14	the	the	DET
easat-7970	298	15	authors	author	NOUN
easat-7970	298	16	;	;	PUNCT
easat-7970	298	17	licensee	licensee	PROPN
easat-7970	298	18	learning	learning	NOUN
easat-7970	298	19	gate	gate	NOUN
easat-7970	298	20	in	in	ADP
easat-7970	298	21	addition	addition	NOUN
easat-7970	298	22	,	,	PUNCT
easat-7970	298	23	several	several	ADJ
easat-7970	298	24	improvement	improvement	NOUN
easat-7970	298	25	paths	path	NOUN
easat-7970	298	26	will	will	AUX
easat-7970	298	27	be	be	AUX
easat-7970	298	28	explored	explore	VERB
easat-7970	298	29	,	,	PUNCT
easat-7970	298	30	including	include	VERB
easat-7970	298	31	the	the	DET
easat-7970	298	32	integration	integration	NOUN
easat-7970	298	33	of	of	ADP
easat-7970	298	34	machine	machine	NOUN
easat-7970	298	35	learning	learn	VERB
easat-7970	298	36	techniques	technique	NOUN
easat-7970	298	37	to	to	PART
easat-7970	298	38	enhance	enhance	VERB
easat-7970	298	39	both	both	DET
easat-7970	298	40	the	the	DET
easat-7970	298	41	accuracy	accuracy	NOUN
easat-7970	298	42	and	and	CCONJ
easat-7970	298	43	efficiency	efficiency	NOUN
easat-7970	298	44	of	of	ADP
easat-7970	298	45	record	record	NOUN
easat-7970	298	46	linkage	linkage	NOUN
easat-7970	298	47	,	,	PUNCT
easat-7970	298	48	as	as	ADV
easat-7970	298	49	well	well	ADV
easat-7970	298	50	as	as	ADP
easat-7970	298	51	a	a	DET
easat-7970	298	52	deeper	deep	ADJ
easat-7970	298	53	exploration	exploration	NOUN
easat-7970	298	54	of	of	ADP
easat-7970	298	55	semantic	semantic	ADJ
easat-7970	298	56	analysis	analysis	NOUN
easat-7970	298	57	through	through	ADP
easat-7970	298	58	advanced	advanced	ADJ
easat-7970	298	59	meaning	meaning	NOUN
easat-7970	298	60	-	-	PUNCT
easat-7970	298	61	processing	process	VERB
easat-7970	298	62	mechanisms	mechanism	NOUN
easat-7970	298	63	to	to	PART
easat-7970	298	64	improve	improve	VERB
easat-7970	298	65	data	data	NOUN
easat-7970	298	66	interpretation	interpretation	NOUN
easat-7970	298	67	and	and	CCONJ
easat-7970	298	68	utilization	utilization	NOUN
easat-7970	298	69	.	.	PUNCT
easat-7970	299	1	furthermore	furthermore	ADV
easat-7970	299	2	,	,	PUNCT
easat-7970	299	3	we	we	PRON
easat-7970	299	4	plan	plan	VERB
easat-7970	299	5	to	to	PART
easat-7970	299	6	conduct	conduct	VERB
easat-7970	299	7	an	an	DET
easat-7970	299	8	in	in	ADP
easat-7970	299	9	-	-	PUNCT
easat-7970	299	10	depth	depth	NOUN
easat-7970	299	11	investigation	investigation	NOUN
easat-7970	299	12	of	of	ADP
easat-7970	299	13	arabic	arabic	ADJ
easat-7970	299	14	language	language	NOUN
easat-7970	299	15	processing	processing	NOUN
easat-7970	299	16	,	,	PUNCT
easat-7970	299	17	leveraging	leverage	VERB
easat-7970	299	18	its	its	PRON
easat-7970	299	19	morphological	morphological	ADJ
easat-7970	299	20	and	and	CCONJ
easat-7970	299	21	syntactic	syntactic	ADJ
easat-7970	299	22	specificities	specificity	NOUN
easat-7970	299	23	to	to	PART
easat-7970	299	24	refine	refine	VERB
easat-7970	299	25	linkage	linkage	NOUN
easat-7970	299	26	performance	performance	NOUN
easat-7970	299	27	in	in	ADP
easat-7970	299	28	this	this	DET
easat-7970	299	29	linguistically	linguistically	ADV
easat-7970	299	30	complex	complex	ADJ
easat-7970	299	31	context	context	NOUN
easat-7970	299	32	.	.	PUNCT
easat-7970	300	1	all	all	DET
easat-7970	300	2	these	these	DET
easat-7970	300	3	research	research	NOUN
easat-7970	300	4	directions	direction	NOUN
easat-7970	300	5	are	be	AUX
easat-7970	300	6	part	part	NOUN
easat-7970	300	7	of	of	ADP
easat-7970	300	8	a	a	DET
easat-7970	300	9	broader	broad	ADJ
easat-7970	300	10	effort	effort	NOUN
easat-7970	300	11	to	to	PART
easat-7970	300	12	optimize	optimize	VERB
easat-7970	300	13	large	large	ADJ
easat-7970	300	14	-	-	PUNCT
easat-7970	300	15	scale	scale	NOUN
easat-7970	300	16	data	datum	NOUN
easat-7970	300	17	management	management	NOUN
easat-7970	300	18	,	,	PUNCT
easat-7970	300	19	address	address	VERB
easat-7970	300	20	big	big	ADJ
easat-7970	300	21	data	datum	NOUN
easat-7970	300	22	challenges	challenge	NOUN
easat-7970	300	23	,	,	PUNCT
easat-7970	300	24	and	and	CCONJ
easat-7970	300	25	enhance	enhance	VERB
easat-7970	300	26	both	both	CCONJ
easat-7970	300	27	the	the	DET
easat-7970	300	28	semantic	semantic	ADJ
easat-7970	300	29	and	and	CCONJ
easat-7970	300	30	linguistic	linguistic	ADJ
easat-7970	300	31	dimensions	dimension	NOUN
easat-7970	300	32	of	of	ADP
easat-7970	300	33	the	the	DET
easat-7970	300	34	record	record	NOUN
easat-7970	300	35	linkage	linkage	NOUN
easat-7970	300	36	process	process	NOUN
easat-7970	300	37	for	for	ADP
easat-7970	300	38	more	more	ADV
easat-7970	300	39	precise	precise	ADJ
easat-7970	300	40	,	,	PUNCT
easat-7970	300	41	contextualized	contextualized	ADJ
easat-7970	300	42	,	,	PUNCT
easat-7970	300	43	and	and	CCONJ
easat-7970	300	44	meaningful	meaningful	ADJ
easat-7970	300	45	data	datum	NOUN
easat-7970	300	46	analysis	analysis	NOUN
easat-7970	300	47	.	.	PUNCT
easat-7970	301	1	transparency	transparency	NOUN
easat-7970	301	2	:	:	PUNCT
easat-7970	301	3	the	the	DET
easat-7970	301	4	authors	author	NOUN
easat-7970	301	5	confirm	confirm	VERB
easat-7970	301	6	that	that	SCONJ
easat-7970	301	7	the	the	DET
easat-7970	301	8	manuscript	manuscript	NOUN
easat-7970	301	9	is	be	AUX
easat-7970	301	10	an	an	DET
easat-7970	301	11	honest	honest	ADJ
easat-7970	301	12	,	,	PUNCT
easat-7970	301	13	accurate	accurate	ADJ
easat-7970	301	14	,	,	PUNCT
easat-7970	301	15	and	and	CCONJ
easat-7970	301	16	transparent	transparent	ADJ
easat-7970	301	17	account	account	NOUN
easat-7970	301	18	of	of	ADP
easat-7970	301	19	the	the	DET
easat-7970	301	20	study	study	NOUN
easat-7970	301	21	;	;	PUNCT
easat-7970	301	22	that	that	SCONJ
easat-7970	301	23	no	no	DET
easat-7970	301	24	vital	vital	ADJ
easat-7970	301	25	features	feature	NOUN
easat-7970	301	26	of	of	ADP
easat-7970	301	27	the	the	DET
easat-7970	301	28	study	study	NOUN
easat-7970	301	29	have	have	AUX
easat-7970	301	30	been	be	AUX
easat-7970	301	31	omitted	omit	VERB
easat-7970	301	32	;	;	PUNCT
easat-7970	301	33	and	and	CCONJ
easat-7970	301	34	that	that	SCONJ
easat-7970	301	35	any	any	DET
easat-7970	301	36	discrepancies	discrepancy	NOUN
easat-7970	301	37	from	from	ADP
easat-7970	301	38	the	the	DET
easat-7970	301	39	study	study	NOUN
easat-7970	301	40	as	as	SCONJ
easat-7970	301	41	planned	plan	VERB
easat-7970	301	42	have	have	AUX
easat-7970	301	43	been	be	AUX
easat-7970	301	44	explained	explain	VERB
easat-7970	301	45	.	.	PUNCT
easat-7970	302	1	this	this	DET
easat-7970	302	2	study	study	NOUN
easat-7970	302	3	followed	follow	VERB
easat-7970	302	4	all	all	DET
easat-7970	302	5	ethical	ethical	ADJ
easat-7970	302	6	practices	practice	NOUN
easat-7970	302	7	during	during	ADP
easat-7970	302	8	writing	writing	NOUN
easat-7970	302	9	.	.	PUNCT
easat-7970	303	1	copyright	copyright	NOUN
easat-7970	303	2	:	:	PUNCT
easat-7970	303	3	©	©	PROPN
easat-7970	303	4	2025	2025	NUM
easat-7970	303	5	by	by	ADP
easat-7970	303	6	the	the	DET
easat-7970	303	7	authors	author	NOUN
easat-7970	303	8	.	.	PUNCT
easat-7970	304	1	this	this	DET
easat-7970	304	2	open	open	ADJ
easat-7970	304	3	-	-	PUNCT
easat-7970	304	4	access	access	NOUN
easat-7970	304	5	article	article	NOUN
easat-7970	304	6	is	be	AUX
easat-7970	304	7	distributed	distribute	VERB
easat-7970	304	8	under	under	ADP
easat-7970	304	9	the	the	DET
easat-7970	304	10	terms	term	NOUN
easat-7970	304	11	and	and	CCONJ
easat-7970	304	12	conditions	condition	NOUN
easat-7970	304	13	of	of	ADP
easat-7970	304	14	the	the	DET
easat-7970	304	15	creative	creative	ADJ
easat-7970	304	16	commons	common	NOUN
easat-7970	304	17	attribution	attribution	NOUN
easat-7970	304	18	(	(	PUNCT
easat-7970	304	19	cc	cc	NOUN
easat-7970	304	20	by	by	ADP
easat-7970	304	21	)	)	PUNCT
easat-7970	304	22	license	license	NOUN
easat-7970	304	23	(	(	PUNCT
easat-7970	304	24	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-7970	304	25	)	)	PUNCT
easat-7970	304	26	.	.	PUNCT
easat-7970	305	1	references	reference	NOUN
easat-7970	305	2	[	[	X
easat-7970	305	3	1	1	NUM
easat-7970	305	4	]	]	PUNCT
easat-7970	305	5	k.	k.	NOUN
easat-7970	306	1	o’hare	o’hare	PROPN
easat-7970	306	2	,	,	PUNCT
easat-7970	306	3	a.	a.	PROPN
easat-7970	306	4	jurek	jurek	PROPN
easat-7970	306	5	-	-	PUNCT
easat-7970	306	6	loughrey	loughrey	PROPN
easat-7970	306	7	,	,	PUNCT
easat-7970	306	8	and	and	CCONJ
easat-7970	306	9	c.	c.	PROPN
easat-7970	306	10	de	de	PROPN
easat-7970	306	11	campos	campos	PROPN
easat-7970	306	12	,	,	PUNCT
easat-7970	306	13	"	"	PUNCT
easat-7970	306	14	an	an	DET
easat-7970	306	15	unsupervised	unsupervised	ADJ
easat-7970	306	16	blocking	blocking	NOUN
easat-7970	306	17	technique	technique	NOUN
easat-7970	306	18	for	for	ADP
easat-7970	306	19	more	more	ADV
easat-7970	306	20	efficient	efficient	ADJ
easat-7970	306	21	record	record	NOUN
easat-7970	306	22	linkage	linkage	NOUN
easat-7970	306	23	,	,	PUNCT
easat-7970	306	24	"	"	PUNCT
easat-7970	306	25	data	datum	NOUN
easat-7970	306	26	&	&	CCONJ
easat-7970	306	27	knowledge	knowledge	PROPN
easat-7970	306	28	engineering	engineering	PROPN
easat-7970	306	29	,	,	PUNCT
easat-7970	306	30	vol	vol	NOUN
easat-7970	306	31	.	.	PROPN
easat-7970	306	32	122	122	NUM
easat-7970	306	33	,	,	PUNCT
easat-7970	306	34	pp	pp	ADJ
easat-7970	306	35	.	.	PUNCT
easat-7970	307	1	181	181	NUM
easat-7970	307	2	-	-	SYM
easat-7970	307	3	195	195	NUM
easat-7970	307	4	,	,	PUNCT
easat-7970	307	5	2019	2019	NUM
easat-7970	307	6	.	.	PUNCT
easat-7970	308	1	[	[	X
easat-7970	308	2	2	2	NUM
easat-7970	308	3	]	]	PUNCT
easat-7970	308	4	a.	a.	NOUN
easat-7970	308	5	k.	k.	PROPN
easat-7970	308	6	jain	jain	PROPN
easat-7970	308	7	and	and	CCONJ
easat-7970	308	8	r.	r.	PROPN
easat-7970	308	9	c.	c.	PROPN
easat-7970	308	10	dubes	dube	NOUN
easat-7970	308	11	,	,	PUNCT
easat-7970	308	12	algorithms	algorithm	NOUN
easat-7970	308	13	for	for	ADP
easat-7970	308	14	clustering	cluster	VERB
easat-7970	308	15	data	datum	NOUN
easat-7970	308	16	.	.	PUNCT
easat-7970	309	1	united	united	PROPN
easat-7970	309	2	states	states	PROPN
easat-7970	309	3	:	:	PUNCT
easat-7970	309	4	prentice	prentice	NOUN
easat-7970	309	5	-	-	PUNCT
easat-7970	309	6	hall	hall	PROPN
easat-7970	309	7	,	,	PUNCT
easat-7970	309	8	inc	inc	PROPN
easat-7970	309	9	,	,	PUNCT
easat-7970	309	10	1988	1988	NUM
easat-7970	309	11	.	.	PUNCT
easat-7970	310	1	[	[	X
easat-7970	310	2	3	3	X
easat-7970	310	3	]	]	X
easat-7970	310	4	f.	f.	PROPN
easat-7970	310	5	guillet	guillet	PROPN
easat-7970	310	6	and	and	CCONJ
easat-7970	310	7	h.	h.	PROPN
easat-7970	310	8	j.	j.	PROPN
easat-7970	310	9	hamilton	hamilton	PROPN
easat-7970	310	10	,	,	PUNCT
easat-7970	310	11	quality	quality	NOUN
easat-7970	310	12	measures	measure	NOUN
easat-7970	310	13	in	in	ADP
easat-7970	310	14	data	datum	NOUN
easat-7970	310	15	mining	mining	NOUN
easat-7970	310	16	.	.	PUNCT
easat-7970	311	1	berlin	berlin	PROPN
easat-7970	311	2	,	,	PUNCT
easat-7970	311	3	germany	germany	PROPN
easat-7970	311	4	:	:	PUNCT
easat-7970	311	5	springer	springer	NOUN
easat-7970	311	6	,	,	PUNCT
easat-7970	311	7	2007	2007	NUM
easat-7970	311	8	.	.	PUNCT
easat-7970	312	1	[	[	X
easat-7970	312	2	4	4	X
easat-7970	312	3	]	]	X
easat-7970	312	4	e.	e.	PROPN
easat-7970	312	5	emary	emary	PROPN
easat-7970	312	6	,	,	PUNCT
easat-7970	312	7	h.	h.	PROPN
easat-7970	312	8	m.	m.	PROPN
easat-7970	312	9	zawbaa	zawbaa	PROPN
easat-7970	312	10	,	,	PUNCT
easat-7970	312	11	k.	k.	PROPN
easat-7970	312	12	k.	k.	PROPN
easat-7970	312	13	a.	a.	PROPN
easat-7970	312	14	ghany	ghany	PROPN
easat-7970	312	15	,	,	PUNCT
easat-7970	312	16	a.	a.	PROPN
easat-7970	312	17	e.	e.	PROPN
easat-7970	312	18	hassanien	hassanien	PROPN
easat-7970	312	19	,	,	PUNCT
easat-7970	312	20	and	and	CCONJ
easat-7970	312	21	b.	b.	PROPN
easat-7970	312	22	parv	parv	PROPN
easat-7970	312	23	,	,	PUNCT
easat-7970	312	24	"	"	PUNCT
easat-7970	312	25	firefly	firefly	NOUN
easat-7970	312	26	optimization	optimization	NOUN
easat-7970	312	27	algorithm	algorithm	NOUN
easat-7970	312	28	for	for	ADP
easat-7970	312	29	feature	feature	NOUN
easat-7970	312	30	selection	selection	NOUN
easat-7970	312	31	,	,	PUNCT
easat-7970	312	32	"	"	PUNCT
easat-7970	312	33	in	in	ADP
easat-7970	312	34	proceedings	proceeding	NOUN
easat-7970	312	35	of	of	ADP
easat-7970	312	36	the	the	DET
easat-7970	312	37	7th	7th	ADJ
easat-7970	312	38	balkan	balkan	ADJ
easat-7970	312	39	conference	conference	NOUN
easat-7970	312	40	on	on	ADP
easat-7970	312	41	informatics	informatics	PROPN
easat-7970	312	42	conference	conference	NOUN
easat-7970	312	43	,	,	PUNCT
easat-7970	312	44	2015	2015	NUM
easat-7970	312	45	,	,	PUNCT
easat-7970	312	46	pp	pp	ADJ
easat-7970	312	47	.	.	PUNCT
easat-7970	313	1	1	1	NUM
easat-7970	313	2	-	-	SYM
easat-7970	313	3	7	7	NUM
easat-7970	313	4	.	.	PUNCT
easat-7970	314	1	[	[	X
easat-7970	314	2	5	5	NUM
easat-7970	314	3	]	]	X
easat-7970	314	4	o.	o.	PROPN
easat-7970	314	5	jafari	jafari	PROPN
easat-7970	314	6	,	,	PUNCT
easat-7970	314	7	p.	p.	NOUN
easat-7970	314	8	maurya	maurya	PROPN
easat-7970	314	9	,	,	PUNCT
easat-7970	314	10	p.	p.	PROPN
easat-7970	314	11	nagarkar	nagarkar	PROPN
easat-7970	314	12	,	,	PUNCT
easat-7970	314	13	k.	k.	PROPN
easat-7970	314	14	m.	m.	PROPN
easat-7970	314	15	islam	islam	PROPN
easat-7970	314	16	,	,	PUNCT
easat-7970	314	17	and	and	CCONJ
easat-7970	314	18	c.	c.	PROPN
easat-7970	314	19	crushev	crushev	PROPN
easat-7970	314	20	,	,	PUNCT
easat-7970	314	21	"	"	PUNCT
easat-7970	314	22	a	a	DET
easat-7970	314	23	survey	survey	NOUN
easat-7970	314	24	on	on	ADP
easat-7970	314	25	locality	locality	NOUN
easat-7970	314	26	sensitive	sensitive	ADJ
easat-7970	314	27	hashing	hashing	NOUN
easat-7970	314	28	algorithms	algorithm	NOUN
easat-7970	314	29	and	and	CCONJ
easat-7970	314	30	their	their	PRON
easat-7970	314	31	applications	application	NOUN
easat-7970	314	32	,	,	PUNCT
easat-7970	314	33	"	"	PUNCT
easat-7970	314	34	arxiv	arxiv	PROPN
easat-7970	314	35	preprint	preprint	NOUN
easat-7970	314	36	arxiv:2102.08942	arxiv:2102.08942	NOUN
easat-7970	314	37	,	,	PUNCT
easat-7970	314	38	2021	2021	NUM
easat-7970	314	39	.	.	PUNCT
easat-7970	315	1	https://doi.org/10.48550/arxiv.2102.08942	https://doi.org/10.48550/arxiv.2102.08942	PROPN
easat-7970	315	2	[	[	X
easat-7970	315	3	6	6	NUM
easat-7970	315	4	]	]	PUNCT
easat-7970	315	5	l.	l.	PROPN
easat-7970	315	6	m.	m.	PROPN
easat-7970	315	7	q.	q.	PROPN
easat-7970	315	8	abualigah	abualigah	PROPN
easat-7970	315	9	,	,	PUNCT
easat-7970	315	10	feature	feature	NOUN
easat-7970	315	11	selection	selection	NOUN
easat-7970	315	12	and	and	CCONJ
easat-7970	315	13	enhanced	enhance	VERB
easat-7970	315	14	krill	krill	NOUN
easat-7970	315	15	herd	herd	NOUN
easat-7970	315	16	algorithm	algorithm	NOUN
easat-7970	315	17	for	for	ADP
easat-7970	315	18	text	text	NOUN
easat-7970	315	19	document	document	NOUN
easat-7970	315	20	clustering	cluster	VERB
easat-7970	315	21	.	.	PUNCT
easat-7970	316	1	berlin	berlin	ADJ
easat-7970	316	2	:	:	PUNCT
easat-7970	316	3	springer	springer	NOUN
easat-7970	316	4	,	,	PUNCT
easat-7970	316	5	2019	2019	NUM
easat-7970	316	6	.	.	PUNCT
easat-7970	317	1	[	[	X
easat-7970	317	2	7	7	X
easat-7970	317	3	]	]	PUNCT
easat-7970	317	4	k.	k.	NOUN
easat-7970	318	1	o’hare	o’hare	PROPN
easat-7970	318	2	,	,	PUNCT
easat-7970	318	3	a.	a.	PROPN
easat-7970	318	4	jurek	jurek	PROPN
easat-7970	318	5	-	-	PUNCT
easat-7970	318	6	loughrey	loughrey	PROPN
easat-7970	318	7	,	,	PUNCT
easat-7970	318	8	and	and	CCONJ
easat-7970	318	9	c.	c.	PROPN
easat-7970	318	10	d.	d.	PROPN
easat-7970	318	11	campos	campos	PROPN
easat-7970	318	12	,	,	PUNCT
easat-7970	318	13	"	"	PUNCT
easat-7970	318	14	a	a	DET
easat-7970	318	15	review	review	NOUN
easat-7970	318	16	of	of	ADP
easat-7970	318	17	unsupervised	unsupervised	ADJ
easat-7970	318	18	and	and	CCONJ
easat-7970	318	19	semi	semi	ADJ
easat-7970	318	20	-	-	ADJ
easat-7970	318	21	supervised	supervised	ADJ
easat-7970	318	22	blocking	blocking	NOUN
easat-7970	318	23	methods	method	NOUN
easat-7970	318	24	for	for	ADP
easat-7970	318	25	record	record	NOUN
easat-7970	318	26	linkage	linkage	NOUN
easat-7970	318	27	,	,	PUNCT
easat-7970	318	28	"	"	PUNCT
easat-7970	318	29	linking	link	VERB
easat-7970	318	30	and	and	CCONJ
easat-7970	318	31	mining	mining	NOUN
easat-7970	318	32	heterogeneous	heterogeneous	ADJ
easat-7970	318	33	and	and	CCONJ
easat-7970	318	34	multi	multi	ADJ
easat-7970	318	35	-	-	ADJ
easat-7970	318	36	view	view	ADJ
easat-7970	318	37	data	datum	NOUN
easat-7970	318	38	,	,	PUNCT
easat-7970	318	39	pp	pp	ADJ
easat-7970	318	40	.	.	PUNCT
easat-7970	319	1	79	79	NUM
easat-7970	319	2	-	-	SYM
easat-7970	319	3	105	105	NUM
easat-7970	319	4	,	,	PUNCT
easat-7970	319	5	2019	2019	NUM
easat-7970	319	6	.	.	PUNCT
easat-7970	320	1	https://doi.org/10.1007/978-3-030-01872-6_4	https://doi.org/10.1007/978-3-030-01872-6_4	PUNCT
easat-7970	321	1	[	[	X
easat-7970	321	2	8	8	NUM
easat-7970	321	3	]	]	X
easat-7970	321	4	m.	m.	NOUN
easat-7970	321	5	bilenko	bilenko	PROPN
easat-7970	321	6	,	,	PUNCT
easat-7970	321	7	b.	b.	PROPN
easat-7970	321	8	kamath	kamath	PROPN
easat-7970	321	9	,	,	PUNCT
easat-7970	321	10	and	and	CCONJ
easat-7970	321	11	r.	r.	PROPN
easat-7970	321	12	j.	j.	PROPN
easat-7970	321	13	mooney	mooney	PROPN
easat-7970	321	14	,	,	PUNCT
easat-7970	321	15	"	"	PUNCT
easat-7970	321	16	adaptive	adaptive	ADJ
easat-7970	321	17	blocking	blocking	NOUN
easat-7970	321	18	:	:	PUNCT
easat-7970	321	19	learning	learn	VERB
easat-7970	321	20	to	to	PART
easat-7970	321	21	scale	scale	VERB
easat-7970	321	22	up	up	ADP
easat-7970	321	23	record	record	NOUN
easat-7970	321	24	linkage	linkage	NOUN
easat-7970	321	25	,	,	PUNCT
easat-7970	321	26	"	"	PUNCT
easat-7970	321	27	presented	present	VERB
easat-7970	321	28	at	at	ADP
easat-7970	321	29	the	the	DET
easat-7970	321	30	sixth	sixth	ADJ
easat-7970	321	31	international	international	ADJ
easat-7970	321	32	conference	conference	NOUN
easat-7970	321	33	on	on	ADP
easat-7970	321	34	data	datum	NOUN
easat-7970	321	35	mining	mining	NOUN
easat-7970	321	36	(	(	PUNCT
easat-7970	321	37	icdm'06	icdm'06	PROPN
easat-7970	321	38	)	)	PUNCT
easat-7970	321	39	,	,	PUNCT
easat-7970	321	40	2006	2006	NUM
easat-7970	321	41	.	.	PUNCT
easat-7970	322	1	[	[	X
easat-7970	322	2	9	9	NUM
easat-7970	322	3	]	]	PUNCT
easat-7970	322	4	m.	m.	NOUN
easat-7970	322	5	michelson	michelson	PROPN
easat-7970	322	6	and	and	CCONJ
easat-7970	322	7	c.	c.	PROPN
easat-7970	322	8	a.	a.	PROPN
easat-7970	322	9	knoblock	knoblock	PROPN
easat-7970	322	10	,	,	PUNCT
easat-7970	322	11	"	"	PUNCT
easat-7970	322	12	learning	learn	VERB
easat-7970	322	13	blocking	block	VERB
easat-7970	322	14	schemes	scheme	NOUN
easat-7970	322	15	for	for	ADP
easat-7970	322	16	record	record	NOUN
easat-7970	322	17	linkage	linkage	NOUN
easat-7970	322	18	,	,	PUNCT
easat-7970	322	19	"	"	PUNCT
easat-7970	322	20	in	in	ADP
easat-7970	322	21	proceedings	proceeding	NOUN
easat-7970	322	22	of	of	ADP
easat-7970	322	23	the	the	DET
easat-7970	322	24	21st	21st	ADJ
easat-7970	322	25	national	national	ADJ
easat-7970	322	26	conference	conference	NOUN
easat-7970	322	27	on	on	ADP
easat-7970	322	28	artificial	artificial	ADJ
easat-7970	322	29	intelligence	intelligence	NOUN
easat-7970	322	30	(	(	PUNCT
easat-7970	322	31	aaai-06	aaai-06	PROPN
easat-7970	322	32	)	)	PUNCT
easat-7970	322	33	,	,	PUNCT
easat-7970	322	34	2006	2006	NUM
easat-7970	322	35	,	,	PUNCT
easat-7970	322	36	vol	vol	NOUN
easat-7970	322	37	.	.	PROPN
easat-7970	322	38	6	6	NUM
easat-7970	322	39	,	,	PUNCT
easat-7970	322	40	pp	pp	ADJ
easat-7970	322	41	.	.	PUNCT
easat-7970	323	1	440	440	NUM
easat-7970	323	2	-	-	SYM
easat-7970	323	3	445	445	NUM
easat-7970	323	4	.	.	PUNCT
easat-7970	324	1	[	[	X
easat-7970	324	2	10	10	NUM
easat-7970	324	3	]	]	PUNCT
easat-7970	324	4	m.	m.	NOUN
easat-7970	324	5	kejriwal	kejriwal	PROPN
easat-7970	324	6	and	and	CCONJ
easat-7970	324	7	d.	d.	PROPN
easat-7970	324	8	p.	p.	PROPN
easat-7970	324	9	miranker	miranker	PROPN
easat-7970	324	10	,	,	PUNCT
easat-7970	324	11	"	"	PUNCT
easat-7970	324	12	an	an	DET
easat-7970	324	13	unsupervised	unsupervised	ADJ
easat-7970	324	14	algorithm	algorithm	NOUN
easat-7970	324	15	for	for	ADP
easat-7970	324	16	learning	learn	VERB
easat-7970	324	17	blocking	block	VERB
easat-7970	324	18	schemes	scheme	NOUN
easat-7970	324	19	,	,	PUNCT
easat-7970	324	20	"	"	PUNCT
easat-7970	324	21	presented	present	VERB
easat-7970	324	22	at	at	ADP
easat-7970	324	23	the	the	DET
easat-7970	324	24	2013	2013	NUM
easat-7970	324	25	ieee	ieee	NOUN
easat-7970	324	26	13th	13th	NOUN
easat-7970	324	27	international	international	ADJ
easat-7970	324	28	conference	conference	NOUN
easat-7970	324	29	on	on	ADP
easat-7970	324	30	data	datum	NOUN
easat-7970	324	31	mining	mining	NOUN
easat-7970	324	32	,	,	PUNCT
easat-7970	324	33	2013	2013	NUM
easat-7970	324	34	.	.	PUNCT
easat-7970	325	1	[	[	X
easat-7970	325	2	11	11	NUM
easat-7970	325	3	]	]	PUNCT
easat-7970	325	4	a.	a.	NOUN
easat-7970	325	5	bilke	bilke	PROPN
easat-7970	325	6	and	and	CCONJ
easat-7970	325	7	f.	f.	PROPN
easat-7970	325	8	naumann	naumann	PROPN
easat-7970	325	9	,	,	PUNCT
easat-7970	325	10	"	"	PUNCT
easat-7970	325	11	schema	schema	NOUN
easat-7970	325	12	matching	match	VERB
easat-7970	325	13	using	use	VERB
easat-7970	325	14	duplicates	duplicate	NOUN
easat-7970	325	15	,	,	PUNCT
easat-7970	325	16	"	"	PUNCT
easat-7970	325	17	in	in	ADP
easat-7970	325	18	21st	21st	ADJ
easat-7970	325	19	international	international	ADJ
easat-7970	325	20	conference	conference	NOUN
easat-7970	325	21	on	on	ADP
easat-7970	325	22	data	datum	NOUN
easat-7970	325	23	engineering	engineering	NOUN
easat-7970	325	24	(	(	PUNCT
easat-7970	325	25	icde'05	icde'05	PROPN
easat-7970	325	26	)	)	PUNCT
easat-7970	325	27	,	,	PUNCT
easat-7970	325	28	2005	2005	NUM
easat-7970	325	29	:	:	PUNCT
easat-7970	325	30	ieee	ieee	NOUN
easat-7970	325	31	,	,	PUNCT
easat-7970	325	32	pp	pp	ADJ
easat-7970	325	33	.	.	PUNCT
easat-7970	326	1	69	69	NUM
easat-7970	326	2	-	-	SYM
easat-7970	326	3	80	80	NUM
easat-7970	326	4	.	.	PUNCT
easat-7970	327	1	[	[	X
easat-7970	327	2	12	12	NUM
easat-7970	327	3	]	]	PUNCT
easat-7970	327	4	r.	r.	PROPN
easat-7970	327	5	o.	o.	PROPN
easat-7970	327	6	duda	duda	PROPN
easat-7970	327	7	,	,	PUNCT
easat-7970	327	8	p.	p.	PROPN
easat-7970	327	9	e.	e.	PROPN
easat-7970	327	10	hart	hart	PROPN
easat-7970	327	11	,	,	PUNCT
easat-7970	327	12	and	and	CCONJ
easat-7970	327	13	d.	d.	PROPN
easat-7970	327	14	g.	g.	PROPN
easat-7970	327	15	stork	stork	PROPN
easat-7970	327	16	,	,	PUNCT
easat-7970	327	17	pattern	pattern	NOUN
easat-7970	327	18	classification	classification	NOUN
easat-7970	327	19	,	,	PUNCT
easat-7970	327	20	2nd	2nd	ADJ
easat-7970	327	21	ed	ed	NOUN
easat-7970	327	22	.	.	PUNCT
easat-7970	328	1	new	new	PROPN
easat-7970	328	2	york	york	PROPN
easat-7970	328	3	:	:	PUNCT
easat-7970	328	4	wiley	wiley	PROPN
easat-7970	328	5	-	-	PUNCT
easat-7970	328	6	interscience	interscience	NOUN
easat-7970	328	7	,	,	PUNCT
easat-7970	328	8	2000	2000	NUM
easat-7970	328	9	.	.	PUNCT
easat-7970	329	1	[	[	X
easat-7970	329	2	13	13	NUM
easat-7970	329	3	]	]	X
easat-7970	329	4	b.	b.	PROPN
easat-7970	330	1	v.	v.	CCONJ
easat-7970	330	2	babu	babu	PROPN
easat-7970	330	3	and	and	CCONJ
easat-7970	330	4	k.	k.	PROPN
easat-7970	330	5	j.	j.	PROPN
easat-7970	330	6	santoshi	santoshi	PROPN
easat-7970	330	7	,	,	PUNCT
easat-7970	330	8	"	"	PUNCT
easat-7970	330	9	unsupervised	unsupervised	ADJ
easat-7970	330	10	detection	detection	NOUN
easat-7970	330	11	of	of	ADP
easat-7970	330	12	duplicates	duplicate	NOUN
easat-7970	330	13	in	in	ADP
easat-7970	330	14	user	user	NOUN
easat-7970	330	15	query	query	NOUN
easat-7970	330	16	results	result	VERB
easat-7970	330	17	using	use	VERB
easat-7970	330	18	blocking	block	VERB
easat-7970	330	19	,	,	PUNCT
easat-7970	330	20	"	"	PUNCT
easat-7970	330	21	international	international	ADJ
easat-7970	330	22	journal	journal	NOUN
easat-7970	330	23	of	of	ADP
easat-7970	330	24	computer	computer	NOUN
easat-7970	330	25	science	science	NOUN
easat-7970	330	26	and	and	CCONJ
easat-7970	330	27	information	information	NOUN
easat-7970	330	28	technologies	technology	NOUN
easat-7970	330	29	,	,	PUNCT
easat-7970	330	30	vol	vol	NOUN
easat-7970	330	31	.	.	PROPN
easat-7970	330	32	5	5	NUM
easat-7970	330	33	,	,	PUNCT
easat-7970	330	34	no	no	INTJ
easat-7970	330	35	.	.	NOUN
easat-7970	330	36	3	3	NUM
easat-7970	330	37	,	,	PUNCT
easat-7970	330	38	pp	pp	ADJ
easat-7970	330	39	.	.	PUNCT
easat-7970	331	1	3514	3514	NUM
easat-7970	331	2	-	-	SYM
easat-7970	331	3	3520	3520	NUM
easat-7970	331	4	,	,	PUNCT
easat-7970	331	5	2014	2014	NUM
easat-7970	331	6	.	.	PUNCT
easat-7970	332	1	[	[	X
easat-7970	332	2	14	14	NUM
easat-7970	332	3	]	]	PUNCT
easat-7970	332	4	m.	m.	NOUN
easat-7970	332	5	kejriwal	kejriwal	PROPN
easat-7970	332	6	and	and	CCONJ
easat-7970	332	7	d.	d.	PROPN
easat-7970	332	8	p.	p.	PROPN
easat-7970	332	9	miranker	miranker	PROPN
easat-7970	332	10	,	,	PUNCT
easat-7970	332	11	"	"	PUNCT
easat-7970	332	12	on	on	ADP
easat-7970	332	13	linking	link	VERB
easat-7970	332	14	heterogeneous	heterogeneous	ADJ
easat-7970	332	15	dataset	dataset	NOUN
easat-7970	332	16	collections	collection	NOUN
easat-7970	332	17	,	,	PUNCT
easat-7970	332	18	"	"	PUNCT
easat-7970	332	19	in	in	ADP
easat-7970	332	20	proceedings	proceeding	NOUN
easat-7970	332	21	of	of	ADP
easat-7970	332	22	the	the	DET
easat-7970	332	23	iswc	iswc	NOUN
easat-7970	332	24	2014	2014	NUM
easat-7970	332	25	posters	poster	NOUN
easat-7970	332	26	&	&	CCONJ
easat-7970	332	27	demonstrations	demonstration	NOUN
easat-7970	332	28	track	track	VERB
easat-7970	332	29	:	:	PUNCT
easat-7970	332	30	a	a	DET
easat-7970	332	31	track	track	NOUN
easat-7970	332	32	within	within	ADP
easat-7970	332	33	the	the	DET
easat-7970	332	34	13th	13th	ADJ
easat-7970	332	35	international	international	ADJ
easat-7970	332	36	semantic	semantic	ADJ
easat-7970	332	37	web	web	NOUN
easat-7970	332	38	conference	conference	NOUN
easat-7970	332	39	,	,	PUNCT
easat-7970	332	40	iswc	iswc	NOUN
easat-7970	332	41	2014	2014	NUM
easat-7970	332	42	,	,	PUNCT
easat-7970	332	43	riva	riva	PROPN
easat-7970	332	44	del	del	PROPN
easat-7970	332	45	garda	garda	PROPN
easat-7970	332	46	,	,	PUNCT
easat-7970	332	47	italy	italy	PROPN
easat-7970	332	48	,	,	PUNCT
easat-7970	332	49	october	october	PROPN
easat-7970	332	50	21	21	NUM
easat-7970	332	51	,	,	PUNCT
easat-7970	332	52	2014	2014	NUM
easat-7970	332	53	(	(	PUNCT
easat-7970	332	54	ceur	ceur	NOUN
easat-7970	332	55	workshop	workshop	NOUN
easat-7970	332	56	proceedings	proceeding	NOUN
easat-7970	332	57	,	,	PUNCT
easat-7970	332	58	,	,	PUNCT
easat-7970	332	59	2014	2014	NUM
easat-7970	332	60	,	,	PUNCT
easat-7970	332	61	pp	pp	ADJ
easat-7970	332	62	.	.	PUNCT
easat-7970	333	1	217	217	NUM
easat-7970	333	2	-	-	SYM
easat-7970	333	3	220	220	NUM
easat-7970	333	4	.	.	PUNCT
easat-7970	334	1	[	[	X
easat-7970	334	2	15	15	NUM
easat-7970	334	3	]	]	X
easat-7970	334	4	m.	m.	NOUN
easat-7970	334	5	kejriwal	kejriwal	PROPN
easat-7970	334	6	and	and	CCONJ
easat-7970	334	7	d.	d.	PROPN
easat-7970	334	8	p.	p.	PROPN
easat-7970	334	9	miranker	miranker	PROPN
easat-7970	334	10	,	,	PUNCT
easat-7970	334	11	"	"	PUNCT
easat-7970	334	12	a	a	DET
easat-7970	334	13	two	two	NUM
easat-7970	334	14	-	-	PUNCT
easat-7970	334	15	step	step	NOUN
easat-7970	334	16	blocking	block	VERB
easat-7970	334	17	scheme	scheme	NOUN
easat-7970	334	18	learner	learner	NOUN
easat-7970	334	19	for	for	ADP
easat-7970	334	20	scalable	scalable	ADJ
easat-7970	334	21	link	link	NOUN
easat-7970	334	22	discovery	discovery	NOUN
easat-7970	334	23	,	,	PUNCT
easat-7970	334	24	"	"	PUNCT
easat-7970	334	25	om	om	PROPN
easat-7970	334	26	,	,	PUNCT
easat-7970	334	27	vol	vol	NOUN
easat-7970	334	28	.	.	PROPN
easat-7970	334	29	14	14	NUM
easat-7970	334	30	,	,	PUNCT
easat-7970	334	31	pp	pp	ADJ
easat-7970	334	32	.	.	PUNCT
easat-7970	334	33	49	49	NUM
easat-7970	334	34	-	-	SYM
easat-7970	334	35	60	60	NUM
easat-7970	334	36	,	,	PUNCT
easat-7970	334	37	2014	2014	NUM
easat-7970	334	38	.	.	PUNCT
easat-7970	335	1	[	[	X
easat-7970	335	2	16	16	NUM
easat-7970	335	3	]	]	PUNCT
easat-7970	335	4	a.	a.	NOUN
easat-7970	335	5	mccallum	mccallum	PROPN
easat-7970	335	6	,	,	PUNCT
easat-7970	335	7	k.	k.	PROPN
easat-7970	335	8	nigam	nigam	PROPN
easat-7970	335	9	,	,	PUNCT
easat-7970	335	10	and	and	CCONJ
easat-7970	335	11	l.	l.	PROPN
easat-7970	335	12	h.	h.	PROPN
easat-7970	335	13	ungar	ungar	PROPN
easat-7970	335	14	,	,	PUNCT
easat-7970	335	15	"	"	PUNCT
easat-7970	335	16	efficient	efficient	ADJ
easat-7970	335	17	clustering	clustering	NOUN
easat-7970	335	18	of	of	ADP
easat-7970	335	19	high	high	ADJ
easat-7970	335	20	-	-	PUNCT
easat-7970	335	21	dimensional	dimensional	ADJ
easat-7970	335	22	data	datum	NOUN
easat-7970	335	23	sets	set	NOUN
easat-7970	335	24	with	with	ADP
easat-7970	335	25	application	application	NOUN
easat-7970	335	26	to	to	ADP
easat-7970	335	27	reference	reference	NOUN
easat-7970	335	28	matching	matching	NOUN
easat-7970	335	29	,	,	PUNCT
easat-7970	335	30	"	"	PUNCT
easat-7970	335	31	in	in	ADP
easat-7970	335	32	proceedings	proceeding	NOUN
easat-7970	335	33	of	of	ADP
easat-7970	335	34	the	the	DET
easat-7970	335	35	sixth	sixth	ADJ
easat-7970	335	36	acm	acm	NOUN
easat-7970	335	37	sigkdd	sigkdd	NOUN
easat-7970	335	38	international	international	ADJ
easat-7970	335	39	conference	conference	NOUN
easat-7970	335	40	on	on	ADP
easat-7970	335	41	knowledge	knowledge	NOUN
easat-7970	335	42	discovery	discovery	PROPN
easat-7970	335	43	and	and	CCONJ
easat-7970	335	44	data	datum	NOUN
easat-7970	335	45	mining	mining	NOUN
easat-7970	335	46	,	,	PUNCT
easat-7970	335	47	2000	2000	NUM
easat-7970	335	48	,	,	PUNCT
easat-7970	335	49	pp	pp	ADJ
easat-7970	335	50	.	.	PUNCT
easat-7970	335	51	169	169	NUM
easat-7970	335	52	-	-	SYM
easat-7970	335	53	178	178	NUM
easat-7970	335	54	.	.	PUNCT
easat-7970	336	1	[	[	X
easat-7970	336	2	17	17	NUM
easat-7970	336	3	]	]	PUNCT
easat-7970	336	4	j.	j.	PROPN
easat-7970	336	5	fisher	fisher	PROPN
easat-7970	336	6	,	,	PUNCT
easat-7970	336	7	p.	p.	PROPN
easat-7970	336	8	christen	christen	PROPN
easat-7970	336	9	,	,	PUNCT
easat-7970	336	10	q.	q.	PROPN
easat-7970	336	11	wang	wang	PROPN
easat-7970	336	12	,	,	PUNCT
easat-7970	336	13	and	and	CCONJ
easat-7970	336	14	e.	e.	PROPN
easat-7970	336	15	rahm	rahm	PROPN
easat-7970	336	16	,	,	PUNCT
easat-7970	336	17	"	"	PUNCT
easat-7970	336	18	a	a	DET
easat-7970	336	19	clustering	clustering	NOUN
easat-7970	336	20	-	-	PUNCT
easat-7970	336	21	based	base	VERB
easat-7970	336	22	framework	framework	NOUN
easat-7970	336	23	to	to	PART
easat-7970	336	24	control	control	VERB
easat-7970	336	25	block	block	NOUN
easat-7970	336	26	sizes	size	NOUN
easat-7970	336	27	for	for	ADP
easat-7970	336	28	entity	entity	NOUN
easat-7970	336	29	resolution	resolution	NOUN
easat-7970	336	30	,	,	PUNCT
easat-7970	336	31	"	"	PUNCT
easat-7970	336	32	in	in	ADP
easat-7970	336	33	proceedings	proceeding	NOUN
easat-7970	336	34	of	of	ADP
easat-7970	336	35	the	the	DET
easat-7970	336	36	21th	21th	PROPN
easat-7970	336	37	acm	acm	PROPN
easat-7970	336	38	sigkdd	sigkdd	PROPN
easat-7970	336	39	international	international	ADJ
easat-7970	336	40	conference	conference	NOUN
easat-7970	336	41	on	on	ADP
easat-7970	336	42	knowledge	knowledge	NOUN
easat-7970	336	43	discovery	discovery	PROPN
easat-7970	336	44	and	and	CCONJ
easat-7970	336	45	data	datum	NOUN
easat-7970	336	46	mining	mining	NOUN
easat-7970	336	47	,	,	PUNCT
easat-7970	336	48	2015	2015	NUM
easat-7970	336	49	,	,	PUNCT
easat-7970	336	50	pp	pp	ADJ
easat-7970	336	51	.	.	PUNCT
easat-7970	337	1	279	279	NUM
easat-7970	337	2	-	-	SYM
easat-7970	337	3	288	288	NUM
easat-7970	337	4	.	.	PUNCT
easat-7970	338	1	[	[	X
easat-7970	338	2	18	18	NUM
easat-7970	338	3	]	]	PUNCT
easat-7970	338	4	a.	a.	NOUN
easat-7970	338	5	gionis	gionis	PROPN
easat-7970	338	6	,	,	PUNCT
easat-7970	338	7	p.	p.	NOUN
easat-7970	338	8	indyk	indyk	NOUN
easat-7970	338	9	,	,	PUNCT
easat-7970	338	10	and	and	CCONJ
easat-7970	338	11	r.	r.	PROPN
easat-7970	338	12	motwani	motwani	PROPN
easat-7970	338	13	,	,	PUNCT
easat-7970	338	14	"	"	PUNCT
easat-7970	338	15	similarity	similarity	NOUN
easat-7970	338	16	search	search	NOUN
easat-7970	338	17	in	in	ADP
easat-7970	338	18	high	high	ADJ
easat-7970	338	19	dimensions	dimension	NOUN
easat-7970	338	20	via	via	ADP
easat-7970	338	21	hashing	hashing	NOUN
easat-7970	338	22	,	,	PUNCT
easat-7970	338	23	"	"	PUNCT
easat-7970	338	24	in	in	ADP
easat-7970	338	25	proceedings	proceeding	NOUN
easat-7970	338	26	of	of	ADP
easat-7970	338	27	the	the	DET
easat-7970	338	28	25th	25th	ADJ
easat-7970	338	29	international	international	ADJ
easat-7970	338	30	conference	conference	NOUN
easat-7970	338	31	on	on	ADP
easat-7970	338	32	very	very	ADV
easat-7970	338	33	large	large	ADJ
easat-7970	338	34	data	datum	NOUN
easat-7970	338	35	bases	basis	NOUN
easat-7970	338	36	(	(	PUNCT
easat-7970	338	37	vldb	vldb	NOUN
easat-7970	338	38	)	)	PUNCT
easat-7970	338	39	vldb	vldb	NOUN
easat-7970	338	40	endowment	endowment	NOUN
easat-7970	338	41	,	,	PUNCT
easat-7970	338	42	1999	1999	NUM
easat-7970	338	43	,	,	PUNCT
easat-7970	338	44	vol	vol	NOUN
easat-7970	338	45	.	.	PROPN
easat-7970	339	1	99	99	NUM
easat-7970	339	2	,	,	PUNCT
easat-7970	339	3	no	no	INTJ
easat-7970	339	4	.	.	NOUN
easat-7970	339	5	6	6	NUM
easat-7970	339	6	,	,	PUNCT
easat-7970	339	7	pp	pp	ADJ
easat-7970	339	8	.	.	PUNCT
easat-7970	340	1	518	518	NUM
easat-7970	340	2	-	-	SYM
easat-7970	340	3	529	529	NUM
easat-7970	340	4	.	.	PUNCT
easat-7970	341	1	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-7970	341	2	https://doi.org/10.48550/arxiv.2102.08942	https://doi.org/10.48550/arxiv.2102.08942	PROPN
easat-7970	341	3	https://doi.org/10.1007/978-3-030-01872-6_4	https://doi.org/10.1007/978-3-030-01872-6_4	PROPN
easat-7970	341	4	862	862	NUM
easat-7970	341	5	edelweiss	edelweiss	PROPN
easat-7970	341	6	applied	apply	VERB
easat-7970	341	7	science	science	NOUN
easat-7970	341	8	and	and	CCONJ
easat-7970	341	9	technology	technology	NOUN
easat-7970	341	10	issn	issn	PROPN
easat-7970	341	11	:	:	PUNCT
easat-7970	341	12	2576	2576	NUM
easat-7970	341	13	-	-	SYM
easat-7970	341	14	8484	8484	NUM
easat-7970	341	15	vol	vol	NOUN
easat-7970	341	16	.	.	PROPN
easat-7970	342	1	9	9	NUM
easat-7970	342	2	,	,	PUNCT
easat-7970	342	3	no	no	INTJ
easat-7970	342	4	.	.	NOUN
easat-7970	343	1	6	6	NUM
easat-7970	343	2	:	:	SYM
easat-7970	343	3	846	846	NUM
easat-7970	343	4	-	-	SYM
easat-7970	343	5	863	863	NUM
easat-7970	343	6	,	,	PUNCT
easat-7970	343	7	2025	2025	NUM
easat-7970	343	8	doi	doi	NOUN
easat-7970	343	9	:	:	PUNCT
easat-7970	343	10	10.55214/25768484.v9i6.7970	10.55214/25768484.v9i6.7970	NUM
easat-7970	343	11	©	©	PROPN
easat-7970	343	12	2025	2025	NUM
easat-7970	343	13	by	by	ADP
easat-7970	343	14	the	the	DET
easat-7970	343	15	authors	author	NOUN
easat-7970	343	16	;	;	PUNCT
easat-7970	343	17	licensee	licensee	PROPN
easat-7970	343	18	learning	learning	NOUN
easat-7970	343	19	gate	gate	NOUN
easat-7970	344	1	[	[	X
easat-7970	344	2	19	19	NUM
easat-7970	344	3	]	]	X
easat-7970	344	4	r.	r.	PROPN
easat-7970	344	5	c.	c.	PROPN
easat-7970	344	6	steorts	steorts	PROPN
easat-7970	344	7	,	,	PUNCT
easat-7970	344	8	s.	s.	PROPN
easat-7970	344	9	l.	l.	PROPN
easat-7970	344	10	ventura	ventura	PROPN
easat-7970	344	11	,	,	PUNCT
easat-7970	344	12	m.	m.	NOUN
easat-7970	344	13	sadinle	sadinle	NOUN
easat-7970	344	14	,	,	PUNCT
easat-7970	344	15	and	and	CCONJ
easat-7970	344	16	s.	s.	PROPN
easat-7970	344	17	e.	e.	PROPN
easat-7970	344	18	fienberg	fienberg	PROPN
easat-7970	344	19	,	,	PUNCT
easat-7970	344	20	"	"	PUNCT
easat-7970	344	21	a	a	DET
easat-7970	344	22	comparison	comparison	NOUN
easat-7970	344	23	of	of	ADP
easat-7970	344	24	blocking	block	VERB
easat-7970	344	25	methods	method	NOUN
easat-7970	344	26	for	for	ADP
easat-7970	344	27	record	record	NOUN
easat-7970	344	28	linkage	linkage	NOUN
easat-7970	344	29	,	,	PUNCT
easat-7970	344	30	"	"	PUNCT
easat-7970	344	31	in	in	ADP
easat-7970	344	32	privacy	privacy	NOUN
easat-7970	344	33	in	in	ADP
easat-7970	344	34	statistical	statistical	ADJ
easat-7970	344	35	databases	database	NOUN
easat-7970	344	36	:	:	PUNCT
easat-7970	344	37	unesco	unesco	PROPN
easat-7970	344	38	chair	chair	NOUN
easat-7970	344	39	in	in	ADP
easat-7970	344	40	data	data	PROPN
easat-7970	344	41	privacy	privacy	NOUN
easat-7970	344	42	,	,	PUNCT
easat-7970	344	43	international	international	ADJ
easat-7970	344	44	conference	conference	NOUN
easat-7970	344	45	,	,	PUNCT
easat-7970	344	46	psd	psd	PROPN
easat-7970	344	47	2014	2014	NUM
easat-7970	344	48	,	,	PUNCT
easat-7970	344	49	ibiza	ibiza	PROPN
easat-7970	344	50	,	,	PUNCT
easat-7970	344	51	spain	spain	PROPN
easat-7970	344	52	,	,	PUNCT
easat-7970	344	53	september	september	PROPN
easat-7970	344	54	17	17	NUM
easat-7970	344	55	-	-	SYM
easat-7970	344	56	19	19	NUM
easat-7970	344	57	,	,	PUNCT
easat-7970	344	58	2014	2014	NUM
easat-7970	344	59	.	.	PUNCT
easat-7970	345	1	proceedings	proceeding	NOUN
easat-7970	345	2	,	,	PUNCT
easat-7970	345	3	2014	2014	NUM
easat-7970	345	4	:	:	PUNCT
easat-7970	345	5	springer	springer	NOUN
easat-7970	345	6	,	,	PUNCT
easat-7970	345	7	pp	pp	PROPN
easat-7970	345	8	.	.	PUNCT
easat-7970	345	9	253	253	NUM
easat-7970	345	10	-	-	NUM
easat-7970	345	11	268	268	NUM
easat-7970	345	12	.	.	PUNCT
easat-7970	346	1	[	[	X
easat-7970	346	2	20	20	NUM
easat-7970	346	3	]	]	X
easat-7970	346	4	c.	c.	PROPN
easat-7970	346	5	faloutsos	faloutsos	PROPN
easat-7970	346	6	and	and	CCONJ
easat-7970	346	7	k.-i	k.-i	PROPN
easat-7970	346	8	.	.	PUNCT
easat-7970	347	1	lin	lin	PROPN
easat-7970	347	2	,	,	PUNCT
easat-7970	347	3	"	"	PUNCT
easat-7970	347	4	fastmap	fastmap	NOUN
easat-7970	347	5	:	:	PUNCT
easat-7970	347	6	a	a	DET
easat-7970	347	7	fast	fast	ADJ
easat-7970	347	8	algorithm	algorithm	NOUN
easat-7970	347	9	for	for	ADP
easat-7970	347	10	indexing	indexing	NOUN
easat-7970	347	11	,	,	PUNCT
easat-7970	347	12	data	data	NOUN
easat-7970	347	13	-	-	PUNCT
easat-7970	347	14	mining	mining	NOUN
easat-7970	347	15	and	and	CCONJ
easat-7970	347	16	visualization	visualization	NOUN
easat-7970	347	17	of	of	ADP
easat-7970	347	18	traditional	traditional	ADJ
easat-7970	347	19	and	and	CCONJ
easat-7970	347	20	multimedia	multimedia	NOUN
easat-7970	347	21	datasets	dataset	NOUN
easat-7970	347	22	,	,	PUNCT
easat-7970	347	23	"	"	PUNCT
easat-7970	347	24	in	in	ADP
easat-7970	347	25	proceedings	proceeding	NOUN
easat-7970	347	26	of	of	ADP
easat-7970	347	27	the	the	DET
easat-7970	347	28	1995	1995	NUM
easat-7970	347	29	acm	acm	PROPN
easat-7970	347	30	sigmod	sigmod	PROPN
easat-7970	347	31	international	international	ADJ
easat-7970	347	32	conference	conference	NOUN
easat-7970	347	33	on	on	ADP
easat-7970	347	34	management	management	NOUN
easat-7970	347	35	of	of	ADP
easat-7970	347	36	data	datum	NOUN
easat-7970	347	37	,	,	PUNCT
easat-7970	347	38	1995	1995	NUM
easat-7970	347	39	,	,	PUNCT
easat-7970	347	40	pp	pp	ADJ
easat-7970	347	41	.	.	PUNCT
easat-7970	348	1	163	163	NUM
easat-7970	348	2	-	-	SYM
easat-7970	348	3	174	174	NUM
easat-7970	348	4	.	.	PUNCT
easat-7970	349	1	[	[	X
easat-7970	349	2	21	21	NUM
easat-7970	349	3	]	]	X
easat-7970	349	4	g.	g.	PROPN
easat-7970	349	5	hristescu	hristescu	PROPN
easat-7970	349	6	and	and	CCONJ
easat-7970	349	7	m.	m.	NOUN
easat-7970	349	8	farach	farach	PROPN
easat-7970	349	9	-	-	PUNCT
easat-7970	349	10	colton	colton	PROPN
easat-7970	349	11	,	,	PUNCT
easat-7970	349	12	"	"	PUNCT
easat-7970	349	13	cluster	cluster	NOUN
easat-7970	349	14	-	-	PUNCT
easat-7970	349	15	preserving	preserve	VERB
easat-7970	349	16	embedding	embedding	NOUN
easat-7970	349	17	of	of	ADP
easat-7970	349	18	proteins	protein	NOUN
easat-7970	349	19	,	,	PUNCT
easat-7970	349	20	"	"	PUNCT
easat-7970	349	21	technical	technical	ADJ
easat-7970	349	22	report	report	NOUN
easat-7970	349	23	99	99	NUM
easat-7970	349	24	-	-	SYM
easat-7970	349	25	50	50	NUM
easat-7970	349	26	,	,	PUNCT
easat-7970	349	27	computer	computer	NOUN
easat-7970	349	28	science	science	NOUN
easat-7970	349	29	department	department	PROPN
easat-7970	349	30	,	,	PUNCT
easat-7970	349	31	rutgers	rutgers	PROPN
easat-7970	349	32	university	university	PROPN
easat-7970	349	33	,	,	PUNCT
easat-7970	349	34	1999	1999	NUM
easat-7970	349	35	.	.	PUNCT
easat-7970	350	1	[	[	X
easat-7970	350	2	22	22	NUM
easat-7970	350	3	]	]	PUNCT
easat-7970	350	4	j.	j.	PROPN
easat-7970	350	5	t.-l	t.-l	PROPN
easat-7970	350	6	.	.	PUNCT
easat-7970	351	1	wang	wang	PROPN
easat-7970	351	2	,	,	PUNCT
easat-7970	351	3	x.	x.	PROPN
easat-7970	351	4	wang	wang	PROPN
easat-7970	351	5	,	,	PUNCT
easat-7970	351	6	k.-i	k.-i	PROPN
easat-7970	351	7	.	.	PUNCT
easat-7970	352	1	lin	lin	PROPN
easat-7970	352	2	,	,	PUNCT
easat-7970	352	3	d.	d.	PROPN
easat-7970	352	4	shasha	shasha	PROPN
easat-7970	352	5	,	,	PUNCT
easat-7970	352	6	b.	b.	PROPN
easat-7970	352	7	a.	a.	PROPN
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easat-7970	352	9	,	,	PUNCT
easat-7970	352	10	and	and	CCONJ
easat-7970	352	11	k.	k.	PROPN
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easat-7970	352	13	,	,	PUNCT
easat-7970	352	14	"	"	PUNCT
easat-7970	352	15	evaluating	evaluate	VERB
easat-7970	352	16	a	a	DET
easat-7970	352	17	class	class	NOUN
easat-7970	352	18	of	of	ADP
easat-7970	352	19	distance	distance	NOUN
easat-7970	352	20	-	-	PUNCT
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easat-7970	352	22	algorithms	algorithm	NOUN
easat-7970	352	23	for	for	ADP
easat-7970	352	24	data	data	NOUN
easat-7970	352	25	mining	mining	NOUN
easat-7970	352	26	and	and	CCONJ
easat-7970	352	27	clustering	clustering	NOUN
easat-7970	352	28	,	,	PUNCT
easat-7970	352	29	"	"	PUNCT
easat-7970	352	30	in	in	ADP
easat-7970	352	31	proceedings	proceeding	NOUN
easat-7970	352	32	of	of	ADP
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easat-7970	352	35	acm	acm	PROPN
easat-7970	352	36	sigkdd	sigkdd	NOUN
easat-7970	352	37	international	international	ADJ
easat-7970	352	38	conference	conference	NOUN
easat-7970	352	39	on	on	ADP
easat-7970	352	40	knowledge	knowledge	NOUN
easat-7970	352	41	discovery	discovery	PROPN
easat-7970	352	42	and	and	CCONJ
easat-7970	352	43	data	data	PROPN
easat-7970	352	44	mining	mining	PROPN
easat-7970	352	45	acm	acm	PROPN
easat-7970	352	46	,	,	PUNCT
easat-7970	352	47	1999	1999	NUM
easat-7970	352	48	,	,	PUNCT
easat-7970	352	49	pp	pp	ADV
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easat-7970	353	2	-	-	SYM
easat-7970	353	3	311	311	NUM
easat-7970	353	4	.	.	PUNCT
easat-7970	354	1	[	[	X
easat-7970	354	2	23	23	NUM
easat-7970	354	3	]	]	PUNCT
easat-7970	354	4	a.	a.	NOUN
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easat-7970	354	7	w.	w.	PROPN
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easat-7970	354	10	,	,	PUNCT
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easat-7970	354	12	locality	locality	NOUN
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easat-7970	354	14	blocking	blocking	NOUN
easat-7970	354	15	(	(	PUNCT
easat-7970	354	16	lsb	lsb	PROPN
easat-7970	354	17	):	):	PUNCT
easat-7970	354	18	a	a	DET
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easat-7970	354	20	blocking	blocking	NOUN
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easat-7970	354	22	for	for	ADP
easat-7970	354	23	data	data	NOUN
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easat-7970	354	25	,	,	PUNCT
easat-7970	354	26	"	"	PUNCT
easat-7970	354	27	journal	journal	NOUN
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easat-7970	354	29	information	information	NOUN
easat-7970	354	30	science	science	NOUN
easat-7970	354	31	,	,	PUNCT
easat-7970	354	32	vol	vol	NOUN
easat-7970	354	33	.	.	PROPN
easat-7970	355	1	50	50	NUM
easat-7970	355	2	,	,	PUNCT
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easat-7970	355	4	.	.	NOUN
easat-7970	355	5	6	6	NUM
easat-7970	355	6	,	,	PUNCT
easat-7970	355	7	pp	pp	ADJ
easat-7970	355	8	.	.	PUNCT
easat-7970	356	1	1400	1400	NUM
easat-7970	356	2	-	-	SYM
easat-7970	356	3	1413	1413	NUM
easat-7970	356	4	,	,	PUNCT
easat-7970	356	5	2024	2024	NUM
easat-7970	356	6	.	.	PUNCT
easat-7970	357	1	https://doi.org/10.1177/01655515221121963	https://doi.org/10.1177/01655515221121963	X
easat-7970	358	1	[	[	X
easat-7970	358	2	24	24	NUM
easat-7970	358	3	]	]	X
easat-7970	358	4	j.	j.	PROPN
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easat-7970	358	6	,	,	PUNCT
easat-7970	358	7	a.	a.	NOUN
easat-7970	358	8	rajaraman	rajaraman	NOUN
easat-7970	358	9	,	,	PUNCT
easat-7970	358	10	and	and	CCONJ
easat-7970	358	11	j.	j.	PROPN
easat-7970	358	12	d.	d.	PROPN
easat-7970	358	13	ullman	ullman	PROPN
easat-7970	358	14	,	,	PUNCT
easat-7970	358	15	mining	mining	NOUN
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easat-7970	358	17	massive	massive	ADJ
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easat-7970	358	19	,	,	PUNCT
easat-7970	358	20	2nd	2nd	ADJ
easat-7970	358	21	ed	ed	NOUN
easat-7970	358	22	.	.	PUNCT
easat-7970	359	1	cambridge	cambridge	PROPN
easat-7970	359	2	university	university	PROPN
easat-7970	359	3	press	press	NOUN
easat-7970	359	4	.	.	PUNCT
easat-7970	360	1	https://doi.org/10.1017/cbo9781139924801	https://doi.org/10.1017/cbo9781139924801	NOUN
easat-7970	360	2	,	,	PUNCT
easat-7970	360	3	2014	2014	NUM
easat-7970	360	4	.	.	PUNCT
easat-7970	361	1	[	[	X
easat-7970	361	2	25	25	NUM
easat-7970	361	3	]	]	PUNCT
easat-7970	361	4	q.	q.	PROPN
easat-7970	361	5	wang	wang	PROPN
easat-7970	361	6	,	,	PUNCT
easat-7970	361	7	m.	m.	NOUN
easat-7970	361	8	cui	cui	PROPN
easat-7970	361	9	,	,	PUNCT
easat-7970	361	10	and	and	CCONJ
easat-7970	361	11	h.	h.	PROPN
easat-7970	361	12	liang	liang	PROPN
easat-7970	361	13	,	,	PUNCT
easat-7970	361	14	"	"	PUNCT
easat-7970	361	15	semantic	semantic	ADJ
easat-7970	361	16	-	-	PUNCT
easat-7970	361	17	aware	aware	ADJ
easat-7970	361	18	blocking	blocking	NOUN
easat-7970	361	19	for	for	ADP
easat-7970	361	20	entity	entity	NOUN
easat-7970	361	21	resolution	resolution	NOUN
easat-7970	361	22	,	,	PUNCT
easat-7970	361	23	"	"	PUNCT
easat-7970	361	24	ieee	ieee	NOUN
easat-7970	361	25	transactions	transaction	NOUN
easat-7970	361	26	on	on	ADP
easat-7970	361	27	knowledge	knowledge	NOUN
easat-7970	361	28	and	and	CCONJ
easat-7970	361	29	data	datum	NOUN
easat-7970	361	30	engineering	engineering	NOUN
easat-7970	361	31	,	,	PUNCT
easat-7970	361	32	vol	vol	NOUN
easat-7970	361	33	.	.	PROPN
easat-7970	361	34	28	28	NUM
easat-7970	361	35	,	,	PUNCT
easat-7970	361	36	no	no	INTJ
easat-7970	361	37	.	.	NOUN
easat-7970	361	38	1	1	NUM
easat-7970	361	39	,	,	PUNCT
easat-7970	361	40	pp	pp	ADJ
easat-7970	361	41	.	.	PUNCT
easat-7970	362	1	166	166	NUM
easat-7970	362	2	-	-	SYM
easat-7970	362	3	180	180	NUM
easat-7970	362	4	,	,	PUNCT
easat-7970	362	5	2015	2015	NUM
easat-7970	362	6	.	.	PUNCT
easat-7970	363	1	https://doi.org/10.1109/tkde.2015.2468711	https://doi.org/10.1109/tkde.2015.2468711	NOUN
easat-7970	363	2	[	[	X
easat-7970	363	3	26	26	NUM
easat-7970	363	4	]	]	PUNCT
easat-7970	363	5	m.	m.	NOUN
easat-7970	363	6	cui	cui	PROPN
easat-7970	363	7	,	,	PUNCT
easat-7970	363	8	"	"	PUNCT
easat-7970	363	9	towards	towards	ADP
easat-7970	363	10	a	a	DET
easat-7970	363	11	scalable	scalable	ADJ
easat-7970	363	12	and	and	CCONJ
easat-7970	363	13	robust	robust	ADJ
easat-7970	363	14	entity	entity	NOUN
easat-7970	363	15	resolution	resolution	NOUN
easat-7970	363	16	-	-	PUNCT
easat-7970	363	17	approximate	approximate	NOUN
easat-7970	363	18	blocking	blocking	NOUN
easat-7970	363	19	with	with	ADP
easat-7970	363	20	semantic	semantic	ADJ
easat-7970	363	21	constraints	constraint	NOUN
easat-7970	363	22	,	,	PUNCT
easat-7970	363	23	"	"	PUNCT
easat-7970	363	24	technical	technical	ADJ
easat-7970	363	25	report	report	NOUN
easat-7970	363	26	,	,	PUNCT
easat-7970	363	27	australian	australian	ADJ
easat-7970	363	28	national	national	ADJ
easat-7970	363	29	university	university	NOUN
easat-7970	363	30	,	,	PUNCT
easat-7970	363	31	2014	2014	NUM
easat-7970	363	32	.	.	PUNCT
easat-7970	364	1	[	[	X
easat-7970	364	2	27	27	NUM
easat-7970	364	3	]	]	X
easat-7970	364	4	d.	d.	PROPN
easat-7970	364	5	karapiperis	karapiperis	PROPN
easat-7970	364	6	and	and	CCONJ
easat-7970	364	7	v.	v.	PROPN
easat-7970	364	8	s.	s.	PROPN
easat-7970	364	9	verykios	verykio	NOUN
easat-7970	364	10	,	,	PUNCT
easat-7970	364	11	"	"	PUNCT
easat-7970	364	12	an	an	DET
easat-7970	364	13	lsh	lsh	NOUN
easat-7970	364	14	-	-	PUNCT
easat-7970	364	15	based	base	VERB
easat-7970	364	16	blocking	blocking	NOUN
easat-7970	364	17	approach	approach	NOUN
easat-7970	364	18	with	with	ADP
easat-7970	364	19	a	a	DET
easat-7970	364	20	homomorphic	homomorphic	ADJ
easat-7970	364	21	matching	matching	NOUN
easat-7970	364	22	technique	technique	NOUN
easat-7970	364	23	for	for	ADP
easat-7970	364	24	privacy	privacy	NOUN
easat-7970	364	25	-	-	PUNCT
easat-7970	364	26	preserving	preserve	VERB
easat-7970	364	27	record	record	NOUN
easat-7970	364	28	linkage	linkage	NOUN
easat-7970	364	29	,	,	PUNCT
easat-7970	364	30	"	"	PUNCT
easat-7970	364	31	ieee	ieee	NOUN
easat-7970	364	32	transactions	transaction	NOUN
easat-7970	364	33	on	on	ADP
easat-7970	364	34	knowledge	knowledge	NOUN
easat-7970	364	35	and	and	CCONJ
easat-7970	364	36	data	datum	NOUN
easat-7970	364	37	engineering	engineering	NOUN
easat-7970	364	38	,	,	PUNCT
easat-7970	364	39	vol	vol	NOUN
easat-7970	364	40	.	.	PROPN
easat-7970	364	41	27	27	NUM
easat-7970	364	42	,	,	PUNCT
easat-7970	364	43	no	no	INTJ
easat-7970	364	44	.	.	NOUN
easat-7970	364	45	4	4	NUM
easat-7970	364	46	,	,	PUNCT
easat-7970	364	47	pp	pp	ADJ
easat-7970	364	48	.	.	PUNCT
easat-7970	365	1	909	909	NUM
easat-7970	365	2	-	-	SYM
easat-7970	365	3	921	921	NUM
easat-7970	365	4	,	,	PUNCT
easat-7970	365	5	2014	2014	NUM
easat-7970	365	6	.	.	PUNCT
easat-7970	366	1	https://doi.org/10.1109/tkde.2014.2349916	https://doi.org/10.1109/tkde.2014.2349916	PROPN
easat-7970	366	2	[	[	X
easat-7970	366	3	28	28	NUM
easat-7970	366	4	]	]	PUNCT
easat-7970	366	5	h.-s	h.-s	PROPN
easat-7970	366	6	.	.	PUNCT
easat-7970	367	1	kim	kim	PROPN
easat-7970	367	2	and	and	CCONJ
easat-7970	367	3	d.	d.	PROPN
easat-7970	367	4	lee	lee	PROPN
easat-7970	367	5	,	,	PUNCT
easat-7970	367	6	"	"	PUNCT
easat-7970	367	7	harra	harra	NOUN
easat-7970	367	8	:	:	PUNCT
easat-7970	367	9	fast	fast	ADJ
easat-7970	367	10	iterative	iterative	NOUN
easat-7970	367	11	hashed	hashed	ADJ
easat-7970	367	12	record	record	NOUN
easat-7970	367	13	linkage	linkage	NOUN
easat-7970	367	14	for	for	ADP
easat-7970	367	15	large	large	ADJ
easat-7970	367	16	-	-	PUNCT
easat-7970	367	17	scale	scale	NOUN
easat-7970	367	18	data	datum	NOUN
easat-7970	367	19	collections	collection	NOUN
easat-7970	367	20	,	,	PUNCT
easat-7970	367	21	"	"	PUNCT
easat-7970	367	22	in	in	ADP
easat-7970	367	23	proceedings	proceeding	NOUN
easat-7970	367	24	of	of	ADP
easat-7970	367	25	the	the	DET
easat-7970	367	26	13th	13th	ADJ
easat-7970	367	27	international	international	ADJ
easat-7970	367	28	conference	conference	NOUN
easat-7970	367	29	on	on	ADP
easat-7970	367	30	extending	extend	VERB
easat-7970	367	31	database	database	NOUN
easat-7970	367	32	technology	technology	NOUN
easat-7970	367	33	,	,	PUNCT
easat-7970	367	34	2010	2010	NUM
easat-7970	367	35	,	,	PUNCT
easat-7970	367	36	pp	pp	ADJ
easat-7970	367	37	.	.	PUNCT
easat-7970	368	1	525	525	NUM
easat-7970	368	2	-	-	SYM
easat-7970	368	3	536	536	NUM
easat-7970	368	4	.	.	PUNCT
easat-7970	369	1	[	[	X
easat-7970	369	2	29	29	NUM
easat-7970	369	3	]	]	X
easat-7970	369	4	g.	g.	NOUN
easat-7970	369	5	simonini	simonini	PROPN
easat-7970	369	6	,	,	PUNCT
easat-7970	369	7	s.	s.	PROPN
easat-7970	369	8	bergamaschi	bergamaschi	PROPN
easat-7970	369	9	,	,	PUNCT
easat-7970	369	10	and	and	CCONJ
easat-7970	369	11	h.	h.	PROPN
easat-7970	369	12	jagadish	jagadish	PROPN
easat-7970	369	13	,	,	PUNCT
easat-7970	369	14	"	"	PUNCT
easat-7970	369	15	blast	blast	NOUN
easat-7970	369	16	:	:	PUNCT
easat-7970	369	17	a	a	DET
easat-7970	369	18	loosely	loosely	ADV
easat-7970	369	19	schema	schema	NOUN
easat-7970	369	20	-	-	PUNCT
easat-7970	369	21	aware	aware	ADJ
easat-7970	369	22	meta	meta	ADJ
easat-7970	369	23	-	-	PUNCT
easat-7970	369	24	blocking	block	VERB
easat-7970	369	25	approach	approach	NOUN
easat-7970	369	26	for	for	ADP
easat-7970	369	27	entity	entity	NOUN
easat-7970	369	28	resolution	resolution	NOUN
easat-7970	369	29	,	,	PUNCT
easat-7970	369	30	"	"	PUNCT
easat-7970	369	31	proceedings	proceeding	NOUN
easat-7970	369	32	of	of	ADP
easat-7970	369	33	the	the	DET
easat-7970	369	34	vldb	vldb	NOUN
easat-7970	369	35	endowment	endowment	NOUN
easat-7970	369	36	,	,	PUNCT
easat-7970	369	37	vol	vol	NOUN
easat-7970	369	38	.	.	PROPN
easat-7970	369	39	9	9	NUM
easat-7970	369	40	,	,	PUNCT
easat-7970	369	41	no	no	INTJ
easat-7970	369	42	.	.	NOUN
easat-7970	369	43	12	12	NUM
easat-7970	369	44	,	,	PUNCT
easat-7970	369	45	pp	pp	ADJ
easat-7970	369	46	.	.	PUNCT
easat-7970	370	1	1173	1173	NUM
easat-7970	370	2	-	-	SYM
easat-7970	370	3	1184	1184	NUM
easat-7970	370	4	,	,	PUNCT
easat-7970	370	5	2016	2016	NUM
easat-7970	370	6	.	.	PUNCT
easat-7970	371	1	https://doi.org/10.14778/2994509.2994533	https://doi.org/10.14778/2994509.2994533	PRON
easat-7970	372	1	[	[	X
easat-7970	372	2	30	30	NUM
easat-7970	372	3	]	]	X
easat-7970	372	4	p.	p.	PROPN
easat-7970	372	5	agrawal	agrawal	PROPN
easat-7970	372	6	,	,	PUNCT
easat-7970	372	7	h.	h.	PROPN
easat-7970	372	8	f.	f.	PROPN
easat-7970	372	9	abutarboush	abutarboush	PROPN
easat-7970	372	10	,	,	PUNCT
easat-7970	372	11	t.	t.	PROPN
easat-7970	372	12	ganesh	ganesh	NOUN
easat-7970	372	13	,	,	PUNCT
easat-7970	372	14	and	and	CCONJ
easat-7970	372	15	a.	a.	PROPN
easat-7970	372	16	w.	w.	PROPN
easat-7970	372	17	mohamed	mohamed	PROPN
easat-7970	372	18	,	,	PUNCT
easat-7970	372	19	"	"	PUNCT
easat-7970	372	20	metaheuristic	metaheuristic	ADJ
easat-7970	372	21	algorithms	algorithm	NOUN
easat-7970	372	22	on	on	ADP
easat-7970	372	23	feature	feature	NOUN
easat-7970	372	24	selection	selection	NOUN
easat-7970	372	25	:	:	PUNCT
easat-7970	372	26	a	a	DET
easat-7970	372	27	survey	survey	NOUN
easat-7970	372	28	of	of	ADP
easat-7970	372	29	one	one	NUM
easat-7970	372	30	decade	decade	NOUN
easat-7970	372	31	of	of	ADP
easat-7970	372	32	research	research	NOUN
easat-7970	372	33	(	(	PUNCT
easat-7970	372	34	2009	2009	NUM
easat-7970	372	35	-	-	SYM
easat-7970	372	36	2019	2019	NUM
easat-7970	372	37	)	)	PUNCT
easat-7970	372	38	,	,	PUNCT
easat-7970	372	39	"	"	PUNCT
easat-7970	372	40	ieee	ieee	NOUN
easat-7970	372	41	access	access	NOUN
easat-7970	372	42	,	,	PUNCT
easat-7970	372	43	vol	vol	NOUN
easat-7970	372	44	.	.	NOUN
easat-7970	372	45	9	9	NUM
easat-7970	372	46	,	,	PUNCT
easat-7970	372	47	pp	pp	ADJ
easat-7970	372	48	.	.	PUNCT
easat-7970	373	1	26766	26766	NUM
easat-7970	373	2	-	-	SYM
easat-7970	373	3	26791	26791	NUM
easat-7970	373	4	,	,	PUNCT
easat-7970	373	5	2021	2021	NUM
easat-7970	373	6	.	.	PUNCT
easat-7970	374	1	https://doi.org/10.1109/access.2021.3056407	https://doi.org/10.1109/access.2021.3056407	PROPN
easat-7970	375	1	[	[	X
easat-7970	375	2	31	31	NUM
easat-7970	375	3	]	]	PUNCT
easat-7970	375	4	z.	z.	PROPN
easat-7970	375	5	sadeghian	sadeghian	PROPN
easat-7970	375	6	,	,	PUNCT
easat-7970	375	7	e.	e.	PROPN
easat-7970	375	8	akbari	akbari	PROPN
easat-7970	375	9	,	,	PUNCT
easat-7970	375	10	h.	h.	PROPN
easat-7970	375	11	nematzadeh	nematzadeh	PROPN
easat-7970	375	12	,	,	PUNCT
easat-7970	375	13	and	and	CCONJ
easat-7970	375	14	h.	h.	PROPN
easat-7970	375	15	motameni	motameni	PROPN
easat-7970	375	16	,	,	PUNCT
easat-7970	375	17	"	"	PUNCT
easat-7970	375	18	a	a	DET
easat-7970	375	19	review	review	NOUN
easat-7970	375	20	of	of	ADP
easat-7970	375	21	feature	feature	NOUN
easat-7970	375	22	selection	selection	NOUN
easat-7970	375	23	methods	method	NOUN
easat-7970	375	24	based	base	VERB
easat-7970	375	25	on	on	ADP
easat-7970	375	26	metaheuristic	metaheuristic	ADJ
easat-7970	375	27	algorithms	algorithm	NOUN
easat-7970	375	28	,	,	PUNCT
easat-7970	375	29	"	"	PUNCT
easat-7970	375	30	journal	journal	NOUN
easat-7970	375	31	of	of	ADP
easat-7970	375	32	experimental	experimental	PROPN
easat-7970	375	33	&	&	CCONJ
easat-7970	375	34	theoretical	theoretical	ADJ
easat-7970	375	35	artificial	artificial	ADJ
easat-7970	375	36	intelligence	intelligence	NOUN
easat-7970	375	37	,	,	PUNCT
easat-7970	375	38	vol	vol	NOUN
easat-7970	375	39	.	.	PROPN
easat-7970	375	40	37	37	NUM
easat-7970	375	41	,	,	PUNCT
easat-7970	375	42	no	no	INTJ
easat-7970	375	43	.	.	NOUN
easat-7970	375	44	1	1	NUM
easat-7970	375	45	,	,	PUNCT
easat-7970	375	46	pp	pp	ADJ
easat-7970	375	47	.	.	PUNCT
easat-7970	376	1	1	1	NUM
easat-7970	376	2	-	-	SYM
easat-7970	376	3	51	51	NUM
easat-7970	376	4	,	,	PUNCT
easat-7970	376	5	2025	2025	NUM
easat-7970	376	6	.	.	PUNCT
easat-7970	377	1	https://doi.org/10.1080/0952813x.2023.2183267	https://doi.org/10.1080/0952813x.2023.2183267	AUX
easat-7970	377	2	[	[	X
easat-7970	377	3	32	32	NUM
easat-7970	377	4	]	]	PUNCT
easat-7970	377	5	j.	j.	PROPN
easat-7970	377	6	bala	bala	PROPN
easat-7970	377	7	,	,	PUNCT
easat-7970	377	8	j.	j.	PROPN
easat-7970	377	9	huang	huang	PROPN
easat-7970	377	10	,	,	PUNCT
easat-7970	377	11	h.	h.	PROPN
easat-7970	377	12	vafaie	vafaie	PROPN
easat-7970	377	13	,	,	PUNCT
easat-7970	377	14	k.	k.	PROPN
easat-7970	377	15	dejong	dejong	PROPN
easat-7970	377	16	,	,	PUNCT
easat-7970	377	17	and	and	CCONJ
easat-7970	377	18	h.	h.	PROPN
easat-7970	377	19	wechsler	wechsler	PROPN
easat-7970	377	20	,	,	PUNCT
easat-7970	377	21	"	"	PUNCT
easat-7970	377	22	hybrid	hybrid	ADJ
easat-7970	377	23	learning	learning	NOUN
easat-7970	377	24	using	use	VERB
easat-7970	377	25	genetic	genetic	ADJ
easat-7970	377	26	algorithms	algorithm	NOUN
easat-7970	377	27	and	and	CCONJ
easat-7970	377	28	decision	decision	NOUN
easat-7970	377	29	trees	tree	NOUN
easat-7970	377	30	for	for	ADP
easat-7970	377	31	pattern	pattern	NOUN
easat-7970	377	32	classification	classification	NOUN
easat-7970	377	33	,	,	PUNCT
easat-7970	377	34	"	"	PUNCT
easat-7970	377	35	in	in	ADP
easat-7970	377	36	proceedings	proceeding	NOUN
easat-7970	377	37	of	of	ADP
easat-7970	377	38	the	the	DET
easat-7970	377	39	14th	14th	ADJ
easat-7970	377	40	international	international	ADJ
easat-7970	377	41	joint	joint	ADJ
easat-7970	377	42	conference	conference	NOUN
easat-7970	377	43	on	on	ADP
easat-7970	377	44	artificial	artificial	ADJ
easat-7970	377	45	intelligence	intelligence	NOUN
easat-7970	377	46	(	(	PUNCT
easat-7970	377	47	ijcai	ijcai	NOUN
easat-7970	377	48	)	)	PUNCT
easat-7970	377	49	,	,	PUNCT
easat-7970	377	50	1995	1995	NUM
easat-7970	377	51	,	,	PUNCT
easat-7970	377	52	pp	pp	ADJ
easat-7970	377	53	.	.	PUNCT
easat-7970	378	1	719	719	NUM
easat-7970	378	2	-	-	SYM
easat-7970	378	3	724	724	NUM
easat-7970	378	4	.	.	PUNCT
easat-7970	379	1	[	[	X
easat-7970	379	2	33	33	NUM
easat-7970	379	3	]	]	X
easat-7970	379	4	n.	n.	NOUN
easat-7970	379	5	dif	dif	ADV
easat-7970	379	6	and	and	CCONJ
easat-7970	379	7	z.	z.	PROPN
easat-7970	379	8	elberrichi	elberrichi	PROPN
easat-7970	379	9	,	,	PUNCT
easat-7970	379	10	"	"	PUNCT
easat-7970	379	11	an	an	DET
easat-7970	379	12	enhanced	enhance	VERB
easat-7970	379	13	recursive	recursive	ADJ
easat-7970	379	14	firefly	firefly	NOUN
easat-7970	379	15	algorithm	algorithm	NOUN
easat-7970	379	16	for	for	ADP
easat-7970	379	17	informative	informative	ADJ
easat-7970	379	18	gene	gene	NOUN
easat-7970	379	19	selection	selection	NOUN
easat-7970	379	20	,	,	PUNCT
easat-7970	379	21	"	"	PUNCT
easat-7970	379	22	international	international	ADJ
easat-7970	379	23	journal	journal	NOUN
easat-7970	379	24	of	of	ADP
easat-7970	379	25	swarm	swarm	NOUN
easat-7970	379	26	intelligence	intelligence	NOUN
easat-7970	379	27	research	research	NOUN
easat-7970	379	28	,	,	PUNCT
easat-7970	379	29	vol	vol	NOUN
easat-7970	379	30	.	.	PROPN
easat-7970	380	1	10	10	NUM
easat-7970	380	2	,	,	PUNCT
easat-7970	380	3	no	no	INTJ
easat-7970	380	4	.	.	NOUN
easat-7970	380	5	2	2	NUM
easat-7970	380	6	,	,	PUNCT
easat-7970	380	7	pp	pp	ADJ
easat-7970	380	8	.	.	PUNCT
easat-7970	381	1	21	21	NUM
easat-7970	381	2	-	-	SYM
easat-7970	381	3	33	33	NUM
easat-7970	381	4	,	,	PUNCT
easat-7970	381	5	2019	2019	NUM
easat-7970	381	6	.	.	PUNCT
easat-7970	382	1	https://doi.org/10.4018/ijsir.2019040102	https://doi.org/10.4018/ijsir.2019040102	PRON
easat-7970	382	2	[	[	X
easat-7970	382	3	34	34	NUM
easat-7970	382	4	]	]	PUNCT
easat-7970	382	5	a.	a.	NOUN
easat-7970	382	6	chaudhuri	chaudhuri	PROPN
easat-7970	382	7	,	,	PUNCT
easat-7970	382	8	"	"	PUNCT
easat-7970	382	9	search	search	NOUN
easat-7970	382	10	space	space	NOUN
easat-7970	382	11	division	division	NOUN
easat-7970	382	12	method	method	NOUN
easat-7970	382	13	for	for	ADP
easat-7970	382	14	wrapper	wrapper	NOUN
easat-7970	382	15	feature	feature	NOUN
easat-7970	382	16	selection	selection	NOUN
easat-7970	382	17	on	on	ADP
easat-7970	382	18	high	high	ADJ
easat-7970	382	19	-	-	PUNCT
easat-7970	382	20	dimensional	dimensional	ADJ
easat-7970	382	21	data	datum	NOUN
easat-7970	382	22	classification	classification	NOUN
easat-7970	382	23	,	,	PUNCT
easat-7970	382	24	"	"	PUNCT
easat-7970	382	25	knowledge	knowledge	NOUN
easat-7970	382	26	-	-	PUNCT
easat-7970	382	27	based	base	VERB
easat-7970	382	28	systems	system	NOUN
easat-7970	382	29	,	,	PUNCT
easat-7970	382	30	vol	vol	NOUN
easat-7970	382	31	.	.	PROPN
easat-7970	382	32	291	291	NUM
easat-7970	382	33	,	,	PUNCT
easat-7970	382	34	p.	p.	NOUN
easat-7970	382	35	111578	111578	NUM
easat-7970	382	36	,	,	PUNCT
easat-7970	382	37	2024	2024	NUM
easat-7970	382	38	.	.	PUNCT
easat-7970	383	1	https://doi.org/10.1016/j.knosys.2024.111578	https://doi.org/10.1016/j.knosys.2024.111578	NOUN
easat-7970	383	2	[	[	X
easat-7970	383	3	35	35	NUM
easat-7970	383	4	]	]	PUNCT
easat-7970	383	5	a.	a.	NOUN
easat-7970	383	6	zakeri	zakeri	PROPN
easat-7970	383	7	and	and	CCONJ
easat-7970	383	8	a.	a.	NOUN
easat-7970	383	9	hokmabadi	hokmabadi	NOUN
easat-7970	383	10	,	,	PUNCT
easat-7970	383	11	"	"	PUNCT
easat-7970	383	12	efficient	efficient	ADJ
easat-7970	383	13	feature	feature	NOUN
easat-7970	383	14	selection	selection	NOUN
easat-7970	383	15	method	method	NOUN
easat-7970	383	16	using	use	VERB
easat-7970	383	17	real	real	ADV
easat-7970	383	18	-	-	PUNCT
easat-7970	383	19	valued	value	VERB
easat-7970	383	20	grasshopper	grasshopper	NOUN
easat-7970	383	21	optimization	optimization	NOUN
easat-7970	383	22	algorithm	algorithm	NOUN
easat-7970	383	23	,	,	PUNCT
easat-7970	383	24	"	"	PUNCT
easat-7970	383	25	expert	expert	NOUN
easat-7970	383	26	systems	system	NOUN
easat-7970	383	27	with	with	ADP
easat-7970	383	28	applications	application	NOUN
easat-7970	383	29	,	,	PUNCT
easat-7970	383	30	vol	vol	NOUN
easat-7970	383	31	.	.	PROPN
easat-7970	383	32	119	119	NUM
easat-7970	383	33	,	,	PUNCT
easat-7970	383	34	pp	pp	ADJ
easat-7970	383	35	.	.	PUNCT
easat-7970	384	1	61	61	NUM
easat-7970	384	2	-	-	SYM
easat-7970	384	3	72	72	NUM
easat-7970	384	4	,	,	PUNCT
easat-7970	384	5	2019	2019	NUM
easat-7970	384	6	.	.	PUNCT
easat-7970	385	1	https://doi.org/10.1016/j.eswa.2018.10.021	https://doi.org/10.1016/j.eswa.2018.10.021	PROPN
easat-7970	386	1	[	[	X
easat-7970	386	2	36	36	NUM
easat-7970	386	3	]	]	X
easat-7970	386	4	b.	b.	PROPN
easat-7970	386	5	selvakumar	selvakumar	PROPN
easat-7970	386	6	and	and	CCONJ
easat-7970	386	7	k.	k.	PROPN
easat-7970	386	8	muneeswaran	muneeswaran	PROPN
easat-7970	386	9	,	,	PUNCT
easat-7970	386	10	"	"	PUNCT
easat-7970	386	11	firefly	firefly	NOUN
easat-7970	386	12	algorithm	algorithm	NOUN
easat-7970	386	13	based	base	VERB
easat-7970	386	14	feature	feature	NOUN
easat-7970	386	15	selection	selection	NOUN
easat-7970	386	16	for	for	ADP
easat-7970	386	17	network	network	NOUN
easat-7970	386	18	intrusion	intrusion	NOUN
easat-7970	386	19	detection	detection	NOUN
easat-7970	386	20	,	,	PUNCT
easat-7970	386	21	"	"	PUNCT
easat-7970	386	22	computers	computer	NOUN
easat-7970	386	23	&	&	CCONJ
easat-7970	386	24	security	security	NOUN
easat-7970	386	25	,	,	PUNCT
easat-7970	386	26	vol	vol	NOUN
easat-7970	386	27	.	.	PROPN
easat-7970	386	28	81	81	NUM
easat-7970	386	29	,	,	PUNCT
easat-7970	386	30	pp	pp	ADJ
easat-7970	387	1	.	.	PUNCT
easat-7970	387	2	148	148	NUM
easat-7970	387	3	-	-	SYM
easat-7970	387	4	155	155	NUM
easat-7970	387	5	,	,	PUNCT
easat-7970	387	6	2019	2019	NUM
easat-7970	387	7	.	.	PUNCT
easat-7970	388	1	https://doi.org/10.1016/j.cose.2018.11.005	https://doi.org/10.1016/j.cose.2018.11.005	X
easat-7970	389	1	[	[	X
easat-7970	389	2	37	37	NUM
easat-7970	389	3	]	]	PUNCT
easat-7970	389	4	m.	m.	NOUN
easat-7970	389	5	mafarja	mafarja	PROPN
easat-7970	389	6	,	,	PUNCT
easat-7970	389	7	i.	i.	PROPN
easat-7970	389	8	aljarah	aljarah	PROPN
easat-7970	389	9	,	,	PUNCT
easat-7970	389	10	h.	h.	PROPN
easat-7970	389	11	faris	faris	PROPN
easat-7970	389	12	,	,	PUNCT
easat-7970	389	13	a.	a.	NOUN
easat-7970	389	14	i.	i.	PROPN
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easat-7970	389	16	,	,	PUNCT
easat-7970	389	17	a.	a.	PROPN
easat-7970	389	18	m.	m.	PROPN
easat-7970	389	19	al	al	PROPN
easat-7970	389	20	-	-	PROPN
easat-7970	389	21	zoubi	zoubi	PROPN
easat-7970	389	22	,	,	PUNCT
easat-7970	389	23	and	and	CCONJ
easat-7970	389	24	s.	s.	PROPN
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easat-7970	389	26	,	,	PUNCT
easat-7970	389	27	"	"	PUNCT
easat-7970	389	28	binary	binary	ADJ
easat-7970	389	29	grasshopper	grasshopper	NOUN
easat-7970	389	30	optimisation	optimisation	NOUN
easat-7970	389	31	algorithm	algorithm	NOUN
easat-7970	389	32	approaches	approach	VERB
easat-7970	389	33	for	for	ADP
easat-7970	389	34	feature	feature	NOUN
easat-7970	389	35	selection	selection	NOUN
easat-7970	389	36	problems	problem	NOUN
easat-7970	389	37	,	,	PUNCT
easat-7970	389	38	"	"	PUNCT
easat-7970	389	39	expert	expert	NOUN
easat-7970	389	40	systems	system	NOUN
easat-7970	389	41	with	with	ADP
easat-7970	389	42	applications	application	NOUN
easat-7970	389	43	,	,	PUNCT
easat-7970	389	44	vol	vol	NOUN
easat-7970	389	45	.	.	PROPN
easat-7970	389	46	117	117	NUM
easat-7970	389	47	,	,	PUNCT
easat-7970	389	48	pp	pp	ADJ
easat-7970	389	49	.	.	PUNCT
easat-7970	390	1	267	267	NUM
easat-7970	390	2	-	-	SYM
easat-7970	390	3	286	286	NUM
easat-7970	390	4	,	,	PUNCT
easat-7970	390	5	2019	2019	NUM
easat-7970	390	6	.	.	PUNCT
easat-7970	391	1	https://doi.org/10.1016/j.eswa.2018.09.015	https://doi.org/10.1016/j.eswa.2018.09.015	NOUN
easat-7970	392	1	[	[	X
easat-7970	392	2	38	38	NUM
easat-7970	392	3	]	]	PUNCT
easat-7970	392	4	s.	s.	PROPN
easat-7970	392	5	arora	arora	PROPN
easat-7970	392	6	and	and	CCONJ
easat-7970	392	7	p.	p.	PROPN
easat-7970	392	8	anand	anand	PROPN
easat-7970	392	9	,	,	PUNCT
easat-7970	392	10	"	"	PUNCT
easat-7970	392	11	binary	binary	ADJ
easat-7970	392	12	butterfly	butterfly	NOUN
easat-7970	392	13	optimization	optimization	NOUN
easat-7970	392	14	approaches	approach	VERB
easat-7970	392	15	for	for	ADP
easat-7970	392	16	feature	feature	NOUN
easat-7970	392	17	selection	selection	NOUN
easat-7970	392	18	,	,	PUNCT
easat-7970	392	19	"	"	PUNCT
easat-7970	392	20	expert	expert	NOUN
easat-7970	392	21	systems	system	NOUN
easat-7970	392	22	with	with	ADP
easat-7970	392	23	applications	application	NOUN
easat-7970	392	24	,	,	PUNCT
easat-7970	392	25	vol	vol	NOUN
easat-7970	392	26	.	.	PROPN
easat-7970	393	1	116	116	NUM
easat-7970	393	2	,	,	PUNCT
easat-7970	393	3	pp	pp	ADJ
easat-7970	393	4	.	.	PUNCT
easat-7970	394	1	147	147	NUM
easat-7970	394	2	-	-	SYM
easat-7970	394	3	160	160	NUM
easat-7970	394	4	,	,	PUNCT
easat-7970	394	5	2019	2019	NUM
easat-7970	394	6	.	.	PUNCT
easat-7970	395	1	https://doi.org/10.1016/j.eswa.2018.08.051	https://doi.org/10.1016/j.eswa.2018.08.051	VERB
easat-7970	395	2	[	[	X
easat-7970	395	3	39	39	NUM
easat-7970	395	4	]	]	PUNCT
easat-7970	395	5	m.	m.	NOUN
easat-7970	395	6	ragab	ragab	PROPN
easat-7970	395	7	,	,	PUNCT
easat-7970	395	8	"	"	PUNCT
easat-7970	395	9	hybrid	hybrid	ADJ
easat-7970	395	10	firefly	firefly	NOUN
easat-7970	395	11	particle	particle	NOUN
easat-7970	395	12	swarm	swarm	NOUN
easat-7970	395	13	optimisation	optimisation	NOUN
easat-7970	395	14	algorithm	algorithm	NOUN
easat-7970	395	15	for	for	ADP
easat-7970	395	16	feature	feature	NOUN
easat-7970	395	17	selection	selection	NOUN
easat-7970	395	18	problems	problem	NOUN
easat-7970	395	19	,	,	PUNCT
easat-7970	395	20	"	"	PUNCT
easat-7970	395	21	expert	expert	NOUN
easat-7970	395	22	systems	system	NOUN
easat-7970	395	23	,	,	PUNCT
easat-7970	395	24	vol	vol	NOUN
easat-7970	395	25	.	.	PROPN
easat-7970	395	26	41	41	NUM
easat-7970	395	27	,	,	PUNCT
easat-7970	395	28	no	no	INTJ
easat-7970	395	29	.	.	NOUN
easat-7970	395	30	7	7	NUM
easat-7970	395	31	,	,	PUNCT
easat-7970	395	32	p.	p.	NOUN
easat-7970	395	33	e13363	e13363	ADJ
easat-7970	395	34	,	,	PUNCT
easat-7970	395	35	2024	2024	NUM
easat-7970	395	36	.	.	PUNCT
easat-7970	396	1	https://doi.org/10.1111/exsy.13363	https://doi.org/10.1111/exsy.13363	ADJ
easat-7970	396	2	[	[	X
easat-7970	396	3	40	40	NUM
easat-7970	396	4	]	]	X
easat-7970	396	5	n.	n.	PROPN
easat-7970	396	6	dif	dif	PROPN
easat-7970	396	7	,	,	PUNCT
easat-7970	396	8	m.	m.	PROPN
easat-7970	396	9	w.	w.	PROPN
easat-7970	396	10	attaoui	attaoui	PROPN
easat-7970	396	11	,	,	PUNCT
easat-7970	396	12	and	and	CCONJ
easat-7970	396	13	z.	z.	PROPN
easat-7970	396	14	elberrichi	elberrichi	PROPN
easat-7970	396	15	,	,	PUNCT
easat-7970	396	16	"	"	PUNCT
easat-7970	396	17	gene	gene	NOUN
easat-7970	396	18	selection	selection	NOUN
easat-7970	396	19	for	for	ADP
easat-7970	396	20	microarray	microarray	NOUN
easat-7970	396	21	data	data	NOUN
easat-7970	396	22	classification	classification	NOUN
easat-7970	396	23	using	use	VERB
easat-7970	396	24	hybrid	hybrid	ADJ
easat-7970	396	25	metaheuristics	metaheuristic	NOUN
easat-7970	396	26	,	,	PUNCT
easat-7970	396	27	"	"	PUNCT
easat-7970	396	28	presented	present	VERB
easat-7970	396	29	at	at	ADP
easat-7970	396	30	the	the	DET
easat-7970	396	31	international	international	ADJ
easat-7970	396	32	symposium	symposium	NOUN
easat-7970	396	33	on	on	ADP
easat-7970	396	34	modelling	modelling	NOUN
easat-7970	396	35	and	and	CCONJ
easat-7970	396	36	implementation	implementation	NOUN
easat-7970	396	37	of	of	ADP
easat-7970	396	38	complex	complex	ADJ
easat-7970	396	39	systems	system	NOUN
easat-7970	396	40	,	,	PUNCT
easat-7970	396	41	2018	2018	NUM
easat-7970	396	42	.	.	PUNCT
easat-7970	397	1	[	[	X
easat-7970	397	2	41	41	NUM
easat-7970	397	3	]	]	X
easat-7970	397	4	h.	h.	PROPN
easat-7970	397	5	m.	m.	PROPN
easat-7970	397	6	zawbaa	zawbaa	PROPN
easat-7970	397	7	,	,	PUNCT
easat-7970	397	8	e.	e.	PROPN
easat-7970	397	9	emary	emary	PROPN
easat-7970	397	10	,	,	PUNCT
easat-7970	397	11	c.	c.	PROPN
easat-7970	397	12	grosan	grosan	PROPN
easat-7970	397	13	,	,	PUNCT
easat-7970	397	14	and	and	CCONJ
easat-7970	398	1	v.	v.	ADP
easat-7970	398	2	snasel	snasel	NOUN
easat-7970	398	3	,	,	PUNCT
easat-7970	398	4	"	"	PUNCT
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easat-7970	398	6	-	-	PUNCT
easat-7970	398	7	dimensionality	dimensionality	NOUN
easat-7970	398	8	small	small	ADJ
easat-7970	398	9	-	-	PUNCT
easat-7970	398	10	instance	instance	NOUN
easat-7970	398	11	set	set	VERB
easat-7970	398	12	feature	feature	NOUN
easat-7970	398	13	selection	selection	NOUN
easat-7970	398	14	:	:	PUNCT
easat-7970	398	15	a	a	DET
easat-7970	398	16	hybrid	hybrid	ADJ
easat-7970	398	17	bio	bio	NOUN
easat-7970	398	18	-	-	PUNCT
easat-7970	398	19	inspired	inspire	VERB
easat-7970	398	20	heuristic	heuristic	ADJ
easat-7970	398	21	approach	approach	NOUN
easat-7970	398	22	,	,	PUNCT
easat-7970	398	23	"	"	PUNCT
easat-7970	398	24	swarm	swarm	NOUN
easat-7970	398	25	and	and	CCONJ
easat-7970	398	26	evolutionary	evolutionary	ADJ
easat-7970	398	27	computation	computation	NOUN
easat-7970	398	28	,	,	PUNCT
easat-7970	398	29	vol	vol	NOUN
easat-7970	398	30	.	.	PROPN
easat-7970	398	31	42	42	NUM
easat-7970	398	32	,	,	PUNCT
easat-7970	398	33	pp	pp	ADJ
easat-7970	398	34	.	.	PUNCT
easat-7970	399	1	29	29	NUM
easat-7970	399	2	-	-	SYM
easat-7970	399	3	42	42	NUM
easat-7970	399	4	,	,	PUNCT
easat-7970	399	5	2018	2018	NUM
easat-7970	399	6	.	.	PUNCT
easat-7970	400	1	https://doi.org/10.1016/j.swevo.2018.02.021	https://doi.org/10.1016/j.swevo.2018.02.021	NOUN
easat-7970	400	2	[	[	X
easat-7970	400	3	42	42	NUM
easat-7970	400	4	]	]	PUNCT
easat-7970	400	5	m.	m.	NOUN
easat-7970	400	6	sarhani	sarhani	PROPN
easat-7970	400	7	,	,	PUNCT
easat-7970	400	8	a.	a.	PROPN
easat-7970	400	9	e.	e.	PROPN
easat-7970	400	10	afia	afia	PROPN
easat-7970	400	11	,	,	PUNCT
easat-7970	400	12	and	and	CCONJ
easat-7970	400	13	r.	r.	PROPN
easat-7970	400	14	faizi	faizi	PROPN
easat-7970	400	15	,	,	PUNCT
easat-7970	400	16	"	"	PUNCT
easat-7970	400	17	facing	face	VERB
easat-7970	400	18	the	the	DET
easat-7970	400	19	feature	feature	NOUN
easat-7970	400	20	selection	selection	NOUN
easat-7970	400	21	problem	problem	NOUN
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easat-7970	400	23	a	a	DET
easat-7970	400	24	binary	binary	ADJ
easat-7970	400	25	pso	pso	PROPN
easat-7970	400	26	-	-	PUNCT
easat-7970	400	27	gsa	gsa	PROPN
easat-7970	400	28	approach	approach	NOUN
easat-7970	400	29	,	,	PUNCT
easat-7970	400	30	"	"	PUNCT
easat-7970	400	31	recent	recent	ADJ
easat-7970	400	32	developments	development	NOUN
easat-7970	400	33	in	in	ADP
easat-7970	400	34	metaheuristics	metaheuristic	NOUN
easat-7970	400	35	,	,	PUNCT
easat-7970	400	36	pp	pp	ADJ
easat-7970	400	37	.	.	PUNCT
easat-7970	401	1	447	447	NUM
easat-7970	401	2	-	-	NUM
easat-7970	401	3	462	462	NUM
easat-7970	401	4	,	,	PUNCT
easat-7970	401	5	2018	2018	NUM
easat-7970	401	6	.	.	PUNCT
easat-7970	402	1	https://doi.org/10.1007/978-3-319-58253-5_26	https://doi.org/10.1007/978-3-319-58253-5_26	ADJ
easat-7970	403	1	[	[	X
easat-7970	403	2	43	43	NUM
easat-7970	403	3	]	]	PUNCT
easat-7970	403	4	l.	l.	PROPN
easat-7970	403	5	zhang	zhang	PROPN
easat-7970	403	6	,	,	PUNCT
easat-7970	403	7	l.	l.	PROPN
easat-7970	403	8	liu	liu	PROPN
easat-7970	403	9	,	,	PUNCT
easat-7970	403	10	x.-s	x.-s	PROPN
easat-7970	403	11	.	.	PUNCT
easat-7970	404	1	yang	yang	PROPN
easat-7970	404	2	,	,	PUNCT
easat-7970	404	3	and	and	CCONJ
easat-7970	404	4	y.	y.	PROPN
easat-7970	404	5	dai	dai	PROPN
easat-7970	404	6	,	,	PUNCT
easat-7970	404	7	"	"	PUNCT
easat-7970	404	8	a	a	DET
easat-7970	404	9	novel	novel	ADJ
easat-7970	404	10	hybrid	hybrid	ADJ
easat-7970	404	11	firefly	firefly	NOUN
easat-7970	404	12	algorithm	algorithm	NOUN
easat-7970	404	13	for	for	ADP
easat-7970	404	14	global	global	ADJ
easat-7970	404	15	optimization	optimization	NOUN
easat-7970	404	16	,	,	PUNCT
easat-7970	404	17	"	"	PUNCT
easat-7970	404	18	plos	plos	PROPN
easat-7970	404	19	one	one	NUM
easat-7970	404	20	,	,	PUNCT
easat-7970	404	21	vol	vol	NOUN
easat-7970	404	22	.	.	PROPN
easat-7970	404	23	11	11	NUM
easat-7970	404	24	,	,	PUNCT
easat-7970	404	25	no	no	INTJ
easat-7970	404	26	.	.	NOUN
easat-7970	404	27	9	9	NUM
easat-7970	404	28	,	,	PUNCT
easat-7970	404	29	p.	p.	PROPN
easat-7970	404	30	e0163230	e0163230	PROPN
easat-7970	404	31	,	,	PUNCT
easat-7970	404	32	2016	2016	NUM
easat-7970	404	33	.	.	PUNCT
easat-7970	405	1	https://doi.org/10.1371/journal.pone.0163230	https://doi.org/10.1371/journal.pone.0163230	PROPN
easat-7970	405	2	https://doi.org/10.1177/01655515221121963	https://doi.org/10.1177/01655515221121963	X
easat-7970	405	3	https://doi.org/10.1017/cbo9781139924801	https://doi.org/10.1017/cbo9781139924801	VERB
easat-7970	405	4	https://doi.org/10.1109/tkde.2015.2468711	https://doi.org/10.1109/tkde.2015.2468711	PROPN
easat-7970	405	5	https://doi.org/10.1109/tkde.2014.2349916	https://doi.org/10.1109/tkde.2014.2349916	PROPN
easat-7970	405	6	https://doi.org/10.14778/2994509.2994533	https://doi.org/10.14778/2994509.2994533	NOUN
easat-7970	405	7	https://doi.org/10.1109/access.2021.3056407	https://doi.org/10.1109/access.2021.3056407	PROPN
easat-7970	405	8	https://doi.org/10.1080/0952813x.2023.2183267	https://doi.org/10.1080/0952813x.2023.2183267	AUX
easat-7970	405	9	https://doi.org/10.4018/ijsir.2019040102	https://doi.org/10.4018/ijsir.2019040102	NOUN
easat-7970	405	10	https://doi.org/10.1016/j.knosys.2024.111578	https://doi.org/10.1016/j.knosys.2024.111578	NOUN
easat-7970	405	11	https://doi.org/10.1016/j.eswa.2018.10.021	https://doi.org/10.1016/j.eswa.2018.10.021	VERB
easat-7970	405	12	https://doi.org/10.1016/j.cose.2018.11.005	https://doi.org/10.1016/j.cose.2018.11.005	VERB
easat-7970	405	13	https://doi.org/10.1016/j.eswa.2018.09.015	https://doi.org/10.1016/j.eswa.2018.09.015	PROPN
easat-7970	405	14	https://doi.org/10.1016/j.eswa.2018.08.051	https://doi.org/10.1016/j.eswa.2018.08.051	PROPN
easat-7970	405	15	https://doi.org/10.1111/exsy.13363	https://doi.org/10.1111/exsy.13363	ADJ
easat-7970	405	16	https://doi.org/10.1016/j.swevo.2018.02.021	https://doi.org/10.1016/j.swevo.2018.02.021	NOUN
easat-7970	405	17	https://doi.org/10.1007/978-3-319-58253-5_26	https://doi.org/10.1007/978-3-319-58253-5_26	PROPN
easat-7970	405	18	https://doi.org/10.1371/journal.pone.0163230	https://doi.org/10.1371/journal.pone.0163230	PROPN
easat-7970	405	19	863	863	NUM
easat-7970	405	20	edelweiss	edelweiss	PROPN
easat-7970	405	21	applied	apply	VERB
easat-7970	405	22	science	science	NOUN
easat-7970	405	23	and	and	CCONJ
easat-7970	405	24	technology	technology	NOUN
easat-7970	405	25	issn	issn	PROPN
easat-7970	405	26	:	:	PUNCT
easat-7970	405	27	2576	2576	NUM
easat-7970	405	28	-	-	SYM
easat-7970	405	29	8484	8484	NUM
easat-7970	405	30	vol	vol	NOUN
easat-7970	405	31	.	.	PROPN
easat-7970	406	1	9	9	NUM
easat-7970	406	2	,	,	PUNCT
easat-7970	406	3	no	no	INTJ
easat-7970	406	4	.	.	NOUN
easat-7970	407	1	6	6	NUM
easat-7970	407	2	:	:	SYM
easat-7970	407	3	846	846	NUM
easat-7970	407	4	-	-	SYM
easat-7970	407	5	863	863	NUM
easat-7970	407	6	,	,	PUNCT
easat-7970	407	7	2025	2025	NUM
easat-7970	407	8	doi	doi	NOUN
easat-7970	407	9	:	:	PUNCT
easat-7970	407	10	10.55214/25768484.v9i6.7970	10.55214/25768484.v9i6.7970	NUM
easat-7970	407	11	©	©	PROPN
easat-7970	407	12	2025	2025	NUM
easat-7970	407	13	by	by	ADP
easat-7970	407	14	the	the	DET
easat-7970	407	15	authors	author	NOUN
easat-7970	407	16	;	;	PUNCT
easat-7970	407	17	licensee	licensee	PROPN
easat-7970	407	18	learning	learning	NOUN
easat-7970	407	19	gate	gate	NOUN
easat-7970	408	1	[	[	X
easat-7970	408	2	44	44	NUM
easat-7970	408	3	]	]	PUNCT
easat-7970	408	4	s.	s.	PROPN
easat-7970	408	5	l.	l.	PROPN
easat-7970	408	6	marie	marie	PROPN
easat-7970	408	7	-	-	PUNCT
easat-7970	408	8	sainte	sainte	PROPN
easat-7970	408	9	and	and	CCONJ
easat-7970	408	10	n.	n.	NOUN
easat-7970	408	11	alalyani	alalyani	NOUN
easat-7970	408	12	,	,	PUNCT
easat-7970	408	13	"	"	PUNCT
easat-7970	408	14	firefly	firefly	NOUN
easat-7970	408	15	algorithm	algorithm	NOUN
easat-7970	408	16	based	base	VERB
easat-7970	408	17	feature	feature	NOUN
easat-7970	408	18	selection	selection	NOUN
easat-7970	408	19	for	for	ADP
easat-7970	408	20	arabic	arabic	ADJ
easat-7970	408	21	text	text	NOUN
easat-7970	408	22	classification	classification	NOUN
easat-7970	408	23	,	,	PUNCT
easat-7970	408	24	"	"	PUNCT
easat-7970	408	25	journal	journal	NOUN
easat-7970	408	26	of	of	ADP
easat-7970	408	27	king	king	PROPN
easat-7970	408	28	saud	saud	PROPN
easat-7970	408	29	university	university	PROPN
easat-7970	408	30	computer	computer	NOUN
easat-7970	408	31	and	and	CCONJ
easat-7970	408	32	information	information	NOUN
easat-7970	408	33	sciences	science	NOUN
easat-7970	408	34	,	,	PUNCT
easat-7970	408	35	vol	vol	NOUN
easat-7970	408	36	.	.	PROPN
easat-7970	408	37	32	32	NUM
easat-7970	408	38	,	,	PUNCT
easat-7970	408	39	no	no	INTJ
easat-7970	408	40	.	.	NOUN
easat-7970	408	41	3	3	NUM
easat-7970	408	42	,	,	PUNCT
easat-7970	408	43	pp	pp	ADJ
easat-7970	408	44	.	.	PUNCT
easat-7970	409	1	320–328	320–328	NUM
easat-7970	409	2	,	,	PUNCT
easat-7970	409	3	2020	2020	NUM
easat-7970	409	4	.	.	PUNCT
easat-7970	410	1	[	[	X
easat-7970	410	2	45	45	NUM
easat-7970	410	3	]	]	PUNCT
easat-7970	410	4	p.	p.	NOUN
easat-7970	410	5	indyk	indyk	NOUN
easat-7970	410	6	and	and	CCONJ
easat-7970	410	7	r.	r.	PROPN
easat-7970	410	8	motwani	motwani	PROPN
easat-7970	410	9	,	,	PUNCT
easat-7970	410	10	"	"	PUNCT
easat-7970	410	11	approximate	approximate	ADJ
easat-7970	410	12	nearest	near	ADJ
easat-7970	410	13	neighbors	neighbor	NOUN
easat-7970	410	14	:	:	PUNCT
easat-7970	410	15	towards	towards	ADP
easat-7970	410	16	removing	remove	VERB
easat-7970	410	17	the	the	DET
easat-7970	410	18	curse	curse	NOUN
easat-7970	410	19	of	of	ADP
easat-7970	410	20	dimensionality	dimensionality	NOUN
easat-7970	410	21	,	,	PUNCT
easat-7970	410	22	"	"	PUNCT
easat-7970	410	23	in	in	ADP
easat-7970	410	24	proceedings	proceeding	NOUN
easat-7970	410	25	of	of	ADP
easat-7970	410	26	the	the	DET
easat-7970	410	27	30th	30th	ADJ
easat-7970	410	28	annual	annual	ADJ
easat-7970	410	29	acm	acm	NOUN
easat-7970	410	30	symposium	symposium	NOUN
easat-7970	410	31	on	on	ADP
easat-7970	410	32	theory	theory	NOUN
easat-7970	410	33	of	of	ADP
easat-7970	410	34	computing	computing	NOUN
easat-7970	410	35	(	(	PUNCT
easat-7970	410	36	stoc	stoc	NOUN
easat-7970	410	37	'	'	NUM
easat-7970	410	38	98	98	NUM
easat-7970	410	39	)	)	PUNCT
easat-7970	410	40	,	,	PUNCT
easat-7970	410	41	1998	1998	NUM
easat-7970	410	42	.	.	PUNCT