id	sid	tid	token	lemma	pos
easat-2682	1	1	edelweiss	edelweiss	PROPN
easat-2682	1	2	applied	apply	VERB
easat-2682	1	3	science	science	NOUN
easat-2682	1	4	and	and	CCONJ
easat-2682	1	5	technology	technology	NOUN
easat-2682	1	6	issn	issn	PROPN
easat-2682	1	7	:	:	PUNCT
easat-2682	1	8	2576	2576	NUM
easat-2682	1	9	-	-	SYM
easat-2682	1	10	8484	8484	NUM
easat-2682	1	11	vol	vol	NOUN
easat-2682	1	12	.	.	PROPN
easat-2682	1	13	8	8	NUM
easat-2682	1	14	,	,	PUNCT
easat-2682	1	15	no	no	INTJ
easat-2682	1	16	.	.	NOUN
easat-2682	1	17	6	6	NUM
easat-2682	1	18	,	,	PUNCT
easat-2682	1	19	3210	3210	NUM
easat-2682	1	20	-	-	SYM
easat-2682	1	21	3217	3217	NUM
easat-2682	1	22	2024	2024	NUM
easat-2682	1	23	publisher	publisher	NOUN
easat-2682	1	24	:	:	PUNCT
easat-2682	1	25	learning	learn	VERB
easat-2682	1	26	gate	gate	NOUN
easat-2682	1	27	doi	doi	PROPN
easat-2682	1	28	:	:	PUNCT
easat-2682	1	29	10.55214/25768484.v8i6.2682	10.55214/25768484.v8i6.2682	PROPN
easat-2682	1	30	©	©	PROPN
easat-2682	1	31	2024	2024	NUM
easat-2682	1	32	by	by	ADP
easat-2682	1	33	the	the	DET
easat-2682	1	34	author	author	NOUN
easat-2682	1	35	;	;	PUNCT
easat-2682	1	36	licensee	licensee	PROPN
easat-2682	1	37	learning	learning	NOUN
easat-2682	1	38	gate	gate	NOUN
easat-2682	1	39	©	©	PROPN
easat-2682	1	40	2024	2024	NUM
easat-2682	1	41	by	by	ADP
easat-2682	1	42	the	the	DET
easat-2682	1	43	author	author	NOUN
easat-2682	1	44	;	;	PUNCT
easat-2682	1	45	licensee	licensee	PROPN
easat-2682	1	46	learning	learn	VERB
easat-2682	1	47	gate	gate	NOUN
easat-2682	1	48	*	*	PUNCT
easat-2682	1	49	correspondence	correspondence	NOUN
easat-2682	1	50	:	:	PUNCT
easat-2682	1	51	salmaaytah@kfu.edu.sa	salmaaytah@kfu.edu.sa	PROPN
easat-2682	1	52	arabic	arabic	ADJ
easat-2682	1	53	word	word	NOUN
easat-2682	1	54	tokenization	tokenization	NOUN
easat-2682	1	55	system	system	NOUN
easat-2682	1	56	using	use	VERB
easat-2682	1	57	the	the	DET
easat-2682	1	58	maximum	maximum	ADJ
easat-2682	1	59	matching	matching	NOUN
easat-2682	1	60	model	model	NOUN
easat-2682	1	61	shahab	shahab	PROPN
easat-2682	1	62	ahmad	ahmad	PROPN
easat-2682	1	63	almaaytah1	almaaytah1	PROPN
easat-2682	1	64	*	*	PROPN
easat-2682	2	1	1department	1department	NUM
easat-2682	2	2	of	of	ADP
easat-2682	2	3	english	english	ADJ
easat-2682	2	4	language	language	NOUN
easat-2682	2	5	and	and	CCONJ
easat-2682	2	6	humanity	humanity	NOUN
easat-2682	2	7	,	,	PUNCT
easat-2682	2	8	applied	applied	ADJ
easat-2682	2	9	college	college	NOUN
easat-2682	2	10	,	,	PUNCT
easat-2682	2	11	king	king	NOUN
easat-2682	2	12	faisal	faisal	PROPN
easat-2682	2	13	university	university	PROPN
easat-2682	2	14	;	;	PUNCT
easat-2682	2	15	salmaaytah@kfu.edu.sa	salmaaytah@kfu.edu.sa	NOUN
easat-2682	2	16	(	(	PUNCT
easat-2682	2	17	s.a.a	s.a.a	PROPN
easat-2682	2	18	.	.	PUNCT
easat-2682	2	19	)	)	PUNCT
easat-2682	2	20	.	.	PUNCT
easat-2682	3	1	abstract	abstract	ADJ
easat-2682	3	2	:	:	PUNCT
easat-2682	3	3	word	word	NOUN
easat-2682	3	4	tokenization	tokenization	NOUN
easat-2682	3	5	is	be	AUX
easat-2682	3	6	the	the	DET
easat-2682	3	7	first	first	ADJ
easat-2682	3	8	stage	stage	NOUN
easat-2682	3	9	for	for	ADP
easat-2682	3	10	higher	high	ADJ
easat-2682	3	11	-	-	PUNCT
easat-2682	3	12	order	order	NOUN
easat-2682	3	13	natural	natural	ADJ
easat-2682	3	14	language	language	NOUN
easat-2682	3	15	processing	processing	NOUN
easat-2682	3	16	(	(	PUNCT
easat-2682	3	17	nlp	nlp	NOUN
easat-2682	3	18	)	)	PUNCT
easat-2682	3	19	tasks	task	NOUN
easat-2682	3	20	like	like	ADP
easat-2682	3	21	part	part	NOUN
easat-2682	3	22	-	-	PUNCT
easat-2682	3	23	of	of	ADP
easat-2682	3	24	-	-	PUNCT
easat-2682	3	25	speech	speech	NOUN
easat-2682	3	26	(	(	PUNCT
easat-2682	3	27	pos	pos	NOUN
easat-2682	3	28	)	)	PUNCT
easat-2682	3	29	tagging	tagging	NOUN
easat-2682	3	30	,	,	PUNCT
easat-2682	3	31	parsing	parsing	NOUN
easat-2682	3	32	,	,	PUNCT
easat-2682	3	33	and	and	CCONJ
easat-2682	3	34	named	name	VERB
easat-2682	3	35	entity	entity	NOUN
easat-2682	3	36	recognition	recognition	NOUN
easat-2682	3	37	.	.	PUNCT
easat-2682	4	1	the	the	DET
easat-2682	4	2	amount	amount	NOUN
easat-2682	4	3	of	of	ADP
easat-2682	4	4	text	text	NOUN
easat-2682	4	5	on	on	ADP
easat-2682	4	6	the	the	DET
easat-2682	4	7	world	world	NOUN
easat-2682	4	8	wide	wide	ADJ
easat-2682	4	9	web	web	NOUN
easat-2682	4	10	is	be	AUX
easat-2682	4	11	growing	grow	VERB
easat-2682	4	12	daily	daily	ADV
easat-2682	4	13	in	in	ADP
easat-2682	4	14	the	the	DET
easat-2682	4	15	present	present	ADJ
easat-2682	4	16	era	era	NOUN
easat-2682	4	17	of	of	ADP
easat-2682	4	18	technology	technology	NOUN
easat-2682	4	19	,	,	PUNCT
easat-2682	4	20	necessitating	necessitate	VERB
easat-2682	4	21	the	the	DET
easat-2682	4	22	use	use	NOUN
easat-2682	4	23	of	of	ADP
easat-2682	4	24	advanced	advanced	ADJ
easat-2682	4	25	instruments	instrument	NOUN
easat-2682	4	26	.	.	PUNCT
easat-2682	5	1	since	since	SCONJ
easat-2682	5	2	more	more	ADJ
easat-2682	5	3	and	and	CCONJ
easat-2682	5	4	more	more	ADJ
easat-2682	5	5	people	people	NOUN
easat-2682	5	6	speak	speak	VERB
easat-2682	5	7	arabic	arabic	ADV
easat-2682	5	8	around	around	ADP
easat-2682	5	9	the	the	DET
easat-2682	5	10	world	world	NOUN
easat-2682	5	11	,	,	PUNCT
easat-2682	5	12	arabic	arabic	ADJ
easat-2682	5	13	language	language	NOUN
easat-2682	5	14	processing	processing	NOUN
easat-2682	5	15	systems	system	NOUN
easat-2682	5	16	must	must	AUX
easat-2682	5	17	be	be	AUX
easat-2682	5	18	improved	improve	VERB
easat-2682	5	19	.	.	PUNCT
easat-2682	6	1	due	due	ADP
easat-2682	6	2	to	to	ADP
easat-2682	6	3	the	the	DET
easat-2682	6	4	writing	writing	NOUN
easat-2682	6	5	style	style	NOUN
easat-2682	6	6	of	of	ADP
easat-2682	6	7	arabic	arabic	ADJ
easat-2682	6	8	with	with	ADP
easat-2682	6	9	a	a	DET
easat-2682	6	10	lack	lack	NOUN
easat-2682	6	11	of	of	ADP
easat-2682	6	12	support	support	NOUN
easat-2682	6	13	for	for	ADP
easat-2682	6	14	capitalization	capitalization	NOUN
easat-2682	6	15	features	feature	NOUN
easat-2682	6	16	and	and	CCONJ
easat-2682	6	17	the	the	DET
easat-2682	6	18	use	use	NOUN
easat-2682	6	19	of	of	ADP
easat-2682	6	20	compound	compound	NOUN
easat-2682	6	21	words	word	NOUN
easat-2682	6	22	,	,	PUNCT
easat-2682	6	23	it	it	PRON
easat-2682	6	24	is	be	AUX
easat-2682	6	25	difficult	difficult	ADJ
easat-2682	6	26	to	to	PART
easat-2682	6	27	perform	perform	VERB
easat-2682	6	28	word	word	NOUN
easat-2682	6	29	tokenization	tokenization	NOUN
easat-2682	6	30	.	.	PUNCT
easat-2682	7	1	this	this	DET
easat-2682	7	2	research	research	NOUN
easat-2682	7	3	paper	paper	NOUN
easat-2682	7	4	proposes	propose	VERB
easat-2682	7	5	a	a	DET
easat-2682	7	6	novel	novel	ADJ
easat-2682	7	7	arabic	arabic	ADJ
easat-2682	7	8	word	word	NOUN
easat-2682	7	9	tokenization	tokenization	NOUN
easat-2682	7	10	system	system	NOUN
easat-2682	7	11	based	base	VERB
easat-2682	7	12	on	on	ADP
easat-2682	7	13	the	the	DET
easat-2682	7	14	knowledge	knowledge	NOUN
easat-2682	7	15	.	.	PUNCT
easat-2682	8	1	to	to	PART
easat-2682	8	2	develop	develop	VERB
easat-2682	8	3	this	this	DET
easat-2682	8	4	system	system	NOUN
easat-2682	8	5	,	,	PUNCT
easat-2682	8	6	a	a	DET
easat-2682	8	7	maximum	maximum	ADJ
easat-2682	8	8	matching	matching	NOUN
easat-2682	8	9	model	model	NOUN
easat-2682	8	10	with	with	ADP
easat-2682	8	11	its	its	PRON
easat-2682	8	12	two	two	NUM
easat-2682	8	13	variations	variation	NOUN
easat-2682	8	14	,	,	PUNCT
easat-2682	8	15	namely	namely	ADV
easat-2682	8	16	forward	forward	ADV
easat-2682	8	17	and	and	CCONJ
easat-2682	8	18	reverse	reverse	VERB
easat-2682	8	19	maximum	maximum	ADJ
easat-2682	8	20	matching	matching	NOUN
easat-2682	8	21	is	be	AUX
easat-2682	8	22	used	use	VERB
easat-2682	8	23	.	.	PUNCT
easat-2682	9	1	the	the	DET
easat-2682	9	2	proposed	propose	VERB
easat-2682	9	3	system	system	NOUN
easat-2682	9	4	is	be	AUX
easat-2682	9	5	implemented	implement	VERB
easat-2682	9	6	in	in	ADP
easat-2682	9	7	python	python	PROPN
easat-2682	9	8	.	.	PUNCT
easat-2682	10	1	the	the	DET
easat-2682	10	2	results	result	NOUN
easat-2682	10	3	produced	produce	VERB
easat-2682	10	4	during	during	ADP
easat-2682	10	5	system	system	NOUN
easat-2682	10	6	evaluation	evaluation	NOUN
easat-2682	10	7	report	report	NOUN
easat-2682	10	8	high	high	ADJ
easat-2682	10	9	performance	performance	NOUN
easat-2682	10	10	.	.	PUNCT
easat-2682	11	1	keywords	keyword	NOUN
easat-2682	11	2	:	:	PUNCT
easat-2682	11	3	arabic	arabic	ADJ
easat-2682	11	4	language	language	NOUN
easat-2682	11	5	processing	processing	NOUN
easat-2682	11	6	,	,	PUNCT
easat-2682	11	7	arabic	arabic	ADJ
easat-2682	11	8	word	word	NOUN
easat-2682	11	9	tokenization	tokenization	NOUN
easat-2682	11	10	,	,	PUNCT
easat-2682	11	11	maximum	maximum	ADJ
easat-2682	11	12	matching	matching	NOUN
easat-2682	11	13	model	model	NOUN
easat-2682	11	14	,	,	PUNCT
easat-2682	11	15	natural	natural	ADJ
easat-2682	11	16	language	language	NOUN
easat-2682	11	17	processing	processing	NOUN
easat-2682	11	18	,	,	PUNCT
easat-2682	11	19	pos	pos	NOUN
easat-2682	11	20	tagging	tagging	NOUN
easat-2682	11	21	.	.	PUNCT
easat-2682	12	1	1	1	X
easat-2682	12	2	.	.	X
easat-2682	12	3	introduction	introduction	NOUN
easat-2682	12	4	word	word	NOUN
easat-2682	12	5	tokenization	tokenization	NOUN
easat-2682	12	6	is	be	AUX
easat-2682	12	7	a	a	DET
easat-2682	12	8	vital	vital	ADJ
easat-2682	12	9	task	task	NOUN
easat-2682	12	10	of	of	ADP
easat-2682	12	11	natural	natural	ADJ
easat-2682	12	12	language	language	NOUN
easat-2682	12	13	processing	processing	NOUN
easat-2682	12	14	(	(	PUNCT
easat-2682	12	15	nlp	nlp	NOUN
easat-2682	12	16	)	)	PUNCT
easat-2682	12	17	which	which	PRON
easat-2682	12	18	is	be	AUX
easat-2682	12	19	the	the	DET
easat-2682	12	20	sub	sub	NOUN
easat-2682	12	21	-	-	NOUN
easat-2682	12	22	field	field	NOUN
easat-2682	12	23	of	of	ADP
easat-2682	12	24	artificial	artificial	ADJ
easat-2682	12	25	intelligence	intelligence	NOUN
easat-2682	12	26	that	that	PRON
easat-2682	12	27	enables	enable	VERB
easat-2682	12	28	computer	computer	NOUN
easat-2682	12	29	systems	system	NOUN
easat-2682	12	30	to	to	PART
easat-2682	12	31	interact	interact	VERB
easat-2682	12	32	and	and	CCONJ
easat-2682	12	33	behave	behave	VERB
easat-2682	12	34	like	like	ADP
easat-2682	12	35	human	human	ADJ
easat-2682	12	36	beings	being	NOUN
easat-2682	12	37	(	(	PUNCT
easat-2682	12	38	1	1	NUM
easat-2682	12	39	)	)	PUNCT
easat-2682	12	40	.	.	PUNCT
easat-2682	13	1	practically	practically	ADV
easat-2682	13	2	every	every	DET
easat-2682	13	3	language	language	NOUN
easat-2682	13	4	spoken	speak	VERB
easat-2682	13	5	on	on	ADP
easat-2682	13	6	the	the	DET
easat-2682	13	7	planet	planet	NOUN
easat-2682	13	8	might	might	AUX
easat-2682	13	9	benefit	benefit	VERB
easat-2682	13	10	from	from	ADP
easat-2682	13	11	research	research	NOUN
easat-2682	13	12	in	in	ADP
easat-2682	13	13	the	the	DET
easat-2682	13	14	field	field	NOUN
easat-2682	13	15	of	of	ADP
easat-2682	13	16	nlp	nlp	NOUN
easat-2682	13	17	.	.	PUNCT
easat-2682	14	1	in	in	ADP
easat-2682	14	2	nlp	nlp	NOUN
easat-2682	14	3	,	,	PUNCT
easat-2682	14	4	computers	computer	NOUN
easat-2682	14	5	are	be	AUX
easat-2682	14	6	set	set	VERB
easat-2682	14	7	up	up	ADP
easat-2682	14	8	to	to	PART
easat-2682	14	9	successfully	successfully	ADV
easat-2682	14	10	capture	capture	VERB
easat-2682	14	11	and	and	CCONJ
easat-2682	14	12	manipulate	manipulate	VERB
easat-2682	14	13	human	human	ADJ
easat-2682	14	14	language	language	NOUN
easat-2682	14	15	.	.	PUNCT
easat-2682	15	1	nlp	nlp	NOUN
easat-2682	15	2	experts	expert	NOUN
easat-2682	15	3	are	be	AUX
easat-2682	15	4	seeking	seek	VERB
easat-2682	15	5	to	to	PART
easat-2682	15	6	convey	convey	VERB
easat-2682	15	7	information	information	NOUN
easat-2682	15	8	about	about	ADP
easat-2682	15	9	how	how	SCONJ
easat-2682	15	10	humans	human	NOUN
easat-2682	15	11	acquire	acquire	VERB
easat-2682	15	12	and	and	CCONJ
easat-2682	15	13	use	use	VERB
easat-2682	15	14	common	common	ADJ
easat-2682	15	15	language	language	NOUN
easat-2682	15	16	.	.	PUNCT
easat-2682	16	1	they	they	PRON
easat-2682	16	2	employ	employ	VERB
easat-2682	16	3	advanced	advanced	ADJ
easat-2682	16	4	tools	tool	NOUN
easat-2682	16	5	and	and	CCONJ
easat-2682	16	6	techniques	technique	NOUN
easat-2682	16	7	that	that	PRON
easat-2682	16	8	can	can	AUX
easat-2682	16	9	be	be	AUX
easat-2682	16	10	creatively	creatively	ADV
easat-2682	16	11	advanced	advanced	ADJ
easat-2682	16	12	to	to	PART
easat-2682	16	13	build	build	VERB
easat-2682	16	14	computer	computer	NOUN
easat-2682	16	15	frameworks	framework	NOUN
easat-2682	16	16	that	that	PRON
easat-2682	16	17	learn	learn	VERB
easat-2682	16	18	and	and	CCONJ
easat-2682	16	19	operate	operate	VERB
easat-2682	16	20	natural	natural	ADJ
easat-2682	16	21	language	language	NOUN
easat-2682	16	22	and	and	CCONJ
easat-2682	16	23	do	do	VERB
easat-2682	16	24	the	the	DET
easat-2682	16	25	required	require	VERB
easat-2682	16	26	tasks	task	NOUN
easat-2682	16	27	(	(	PUNCT
easat-2682	16	28	2	2	NUM
easat-2682	16	29	)	)	PUNCT
easat-2682	16	30	.	.	PUNCT
easat-2682	17	1	the	the	DET
easat-2682	17	2	basis	basis	NOUN
easat-2682	17	3	for	for	ADP
easat-2682	17	4	nlp	nlp	NOUN
easat-2682	17	5	can	can	AUX
easat-2682	17	6	be	be	AUX
easat-2682	17	7	found	find	VERB
easat-2682	17	8	in	in	ADP
easat-2682	17	9	a	a	DET
easat-2682	17	10	variety	variety	NOUN
easat-2682	17	11	of	of	ADP
easat-2682	17	12	fields	field	NOUN
easat-2682	17	13	,	,	PUNCT
easat-2682	17	14	including	include	VERB
easat-2682	17	15	artificial	artificial	ADJ
easat-2682	17	16	intelligence	intelligence	NOUN
easat-2682	17	17	(	(	PUNCT
easat-2682	17	18	ai	ai	NOUN
easat-2682	17	19	)	)	PUNCT
easat-2682	17	20	,	,	PUNCT
easat-2682	17	21	data	datum	NOUN
easat-2682	17	22	sciences	science	NOUN
easat-2682	17	23	,	,	PUNCT
easat-2682	17	24	electronic	electronic	ADJ
easat-2682	17	25	and	and	CCONJ
easat-2682	17	26	electrical	electrical	ADJ
easat-2682	17	27	design	design	NOUN
easat-2682	17	28	(	(	PUNCT
easat-2682	17	29	3	3	NUM
easat-2682	17	30	,	,	PUNCT
easat-2682	17	31	4	4	NUM
easat-2682	17	32	)	)	PUNCT
easat-2682	17	33	.	.	PUNCT
easat-2682	18	1	applications	application	NOUN
easat-2682	18	2	for	for	ADP
easat-2682	18	3	nlp	nlp	NOUN
easat-2682	18	4	include	include	VERB
easat-2682	18	5	a	a	DET
easat-2682	18	6	wide	wide	ADJ
easat-2682	18	7	range	range	NOUN
easat-2682	18	8	of	of	ADP
easat-2682	18	9	topics	topic	NOUN
easat-2682	18	10	,	,	PUNCT
easat-2682	18	11	including	include	VERB
easat-2682	18	12	word	word	NOUN
easat-2682	18	13	tokenization	tokenization	NOUN
easat-2682	18	14	,	,	PUNCT
easat-2682	18	15	discourse	discourse	NOUN
easat-2682	18	16	recognition	recognition	NOUN
easat-2682	18	17	,	,	PUNCT
easat-2682	18	18	client	client	NOUN
easat-2682	18	19	interface	interface	NOUN
easat-2682	18	20	,	,	PUNCT
easat-2682	18	21	cross	cross	ADJ
easat-2682	18	22	-	-	ADJ
easat-2682	18	23	language	language	ADJ
easat-2682	18	24	data	datum	NOUN
easat-2682	18	25	information	information	NOUN
easat-2682	18	26	recovery	recovery	NOUN
easat-2682	18	27	(	(	PUNCT
easat-2682	18	28	clir	clir	NOUN
easat-2682	18	29	)	)	PUNCT
easat-2682	18	30	,	,	PUNCT
easat-2682	18	31	and	and	CCONJ
easat-2682	18	32	content	content	NOUN
easat-2682	18	33	preparation	preparation	NOUN
easat-2682	18	34	and	and	CCONJ
easat-2682	18	35	summary	summary	NOUN
easat-2682	18	36	.	.	PUNCT
easat-2682	19	1	word	word	NOUN
easat-2682	19	2	tokenization	tokenization	NOUN
easat-2682	19	3	plays	play	VERB
easat-2682	19	4	a	a	DET
easat-2682	19	5	vital	vital	ADJ
easat-2682	19	6	role	role	NOUN
easat-2682	19	7	in	in	ADP
easat-2682	19	8	all	all	DET
easat-2682	19	9	aspects	aspect	NOUN
easat-2682	19	10	of	of	ADP
easat-2682	19	11	natural	natural	ADJ
easat-2682	19	12	language	language	NOUN
easat-2682	19	13	processing	processing	NOUN
easat-2682	19	14	.	.	PUNCT
easat-2682	20	1	different	different	ADJ
easat-2682	20	2	applications	application	NOUN
easat-2682	20	3	can	can	AUX
easat-2682	20	4	be	be	AUX
easat-2682	20	5	created	create	VERB
easat-2682	20	6	once	once	SCONJ
easat-2682	20	7	words	word	NOUN
easat-2682	20	8	have	have	AUX
easat-2682	20	9	been	be	AUX
easat-2682	20	10	tokenized	tokenize	VERB
easat-2682	20	11	(	(	PUNCT
easat-2682	20	12	5	5	NUM
easat-2682	20	13	)	)	PUNCT
easat-2682	20	14	.	.	PUNCT
easat-2682	21	1	word	word	NOUN
easat-2682	21	2	tokenization	tokenization	NOUN
easat-2682	21	3	is	be	AUX
easat-2682	21	4	challenging	challenge	VERB
easat-2682	21	5	for	for	ADP
easat-2682	21	6	computers	computer	NOUN
easat-2682	21	7	but	but	CCONJ
easat-2682	21	8	significantly	significantly	ADV
easat-2682	21	9	simpler	simple	ADJ
easat-2682	21	10	for	for	ADP
easat-2682	21	11	native	native	ADJ
easat-2682	21	12	speakers	speaker	NOUN
easat-2682	21	13	(	(	PUNCT
easat-2682	21	14	6	6	NUM
easat-2682	21	15	)	)	PUNCT
easat-2682	21	16	.	.	PUNCT
easat-2682	22	1	arabic	arabic	PROPN
easat-2682	22	2	's	's	PART
easat-2682	22	3	inconsistent	inconsistent	ADJ
easat-2682	22	4	usage	usage	NOUN
easat-2682	22	5	of	of	ADP
easat-2682	22	6	space	space	NOUN
easat-2682	22	7	between	between	ADP
easat-2682	22	8	words	word	NOUN
easat-2682	22	9	makes	make	VERB
easat-2682	22	10	it	it	PRON
easat-2682	22	11	difficult	difficult	ADJ
easat-2682	22	12	to	to	PART
easat-2682	22	13	tokenize	tokenize	VERB
easat-2682	22	14	words	word	NOUN
easat-2682	22	15	because	because	SCONJ
easat-2682	22	16	of	of	ADP
easat-2682	22	17	its	its	PRON
easat-2682	22	18	cursive	cursive	ADJ
easat-2682	22	19	form	form	NOUN
easat-2682	22	20	.	.	PUNCT
easat-2682	23	1	written	write	VERB
easat-2682	23	2	text	text	NOUN
easat-2682	23	3	can	can	AUX
easat-2682	23	4	be	be	AUX
easat-2682	23	5	separated	separate	VERB
easat-2682	23	6	and	and	CCONJ
easat-2682	23	7	isolated	isolate	VERB
easat-2682	23	8	into	into	ADP
easat-2682	23	9	discrete	discrete	ADJ
easat-2682	23	10	pieces	piece	NOUN
easat-2682	23	11	called	call	VERB
easat-2682	23	12	words	word	NOUN
easat-2682	23	13	thanks	thank	NOUN
easat-2682	23	14	to	to	ADP
easat-2682	23	15	word	word	NOUN
easat-2682	23	16	tokenization	tokenization	NOUN
easat-2682	23	17	.	.	PUNCT
easat-2682	24	1	word	word	NOUN
easat-2682	24	2	tokenization	tokenization	NOUN
easat-2682	24	3	is	be	AUX
easat-2682	24	4	a	a	DET
easat-2682	24	5	technique	technique	NOUN
easat-2682	24	6	for	for	ADP
easat-2682	24	7	defining	define	VERB
easat-2682	24	8	the	the	DET
easat-2682	24	9	boundaries	boundary	NOUN
easat-2682	24	10	of	of	ADP
easat-2682	24	11	words	word	NOUN
easat-2682	24	12	in	in	ADP
easat-2682	24	13	spoken	spoken	ADJ
easat-2682	24	14	languages	language	NOUN
easat-2682	24	15	.	.	PUNCT
easat-2682	25	1	part	part	NOUN
easat-2682	25	2	of	of	ADP
easat-2682	25	3	speech	speech	NOUN
easat-2682	25	4	(	(	PUNCT
easat-2682	25	5	pos	pos	NOUN
easat-2682	25	6	)	)	PUNCT
easat-2682	25	7	is	be	AUX
easat-2682	25	8	a	a	DET
easat-2682	25	9	good	good	ADJ
easat-2682	25	10	example	example	NOUN
easat-2682	25	11	of	of	ADP
easat-2682	25	12	nlp	nlp	NOUN
easat-2682	25	13	,	,	PUNCT
easat-2682	25	14	as	as	SCONJ
easat-2682	25	15	are	be	AUX
easat-2682	25	16	marking	mark	VERB
easat-2682	25	17	morphological	morphological	ADJ
easat-2682	25	18	analysis	analysis	NOUN
easat-2682	25	19	,	,	PUNCT
easat-2682	25	20	identifying	identify	VERB
easat-2682	25	21	designated	designate	VERB
easat-2682	25	22	entities	entity	NOUN
easat-2682	25	23	(	(	PUNCT
easat-2682	25	24	ner	ner	NOUN
easat-2682	25	25	)	)	PUNCT
easat-2682	25	26	,	,	PUNCT
easat-2682	25	27	removing	remove	VERB
easat-2682	25	28	words	word	NOUN
easat-2682	25	29	,	,	PUNCT
easat-2682	25	30	and	and	CCONJ
easat-2682	25	31	the	the	DET
easat-2682	25	32	importance	importance	NOUN
easat-2682	25	33	of	of	ADP
easat-2682	25	34	shallow	shallow	ADJ
easat-2682	25	35	parsing	parsing	NOUN
easat-2682	25	36	in	in	ADP
easat-2682	25	37	all	all	DET
easat-2682	25	38	nlp	nlp	NOUN
easat-2682	25	39	systems	system	NOUN
easat-2682	25	40	(	(	PUNCT
easat-2682	25	41	7	7	NUM
easat-2682	25	42	)	)	PUNCT
easat-2682	25	43	.	.	PUNCT
easat-2682	26	1	the	the	DET
easat-2682	26	2	tokenization	tokenization	NOUN
easat-2682	26	3	of	of	ADP
easat-2682	26	4	arabic	arabic	ADJ
easat-2682	26	5	words	word	NOUN
easat-2682	26	6	is	be	AUX
easat-2682	26	7	particularly	particularly	ADV
easat-2682	26	8	challenging	challenging	ADJ
easat-2682	26	9	since	since	SCONJ
easat-2682	26	10	,	,	PUNCT
easat-2682	26	11	unlike	unlike	ADP
easat-2682	26	12	other	other	ADJ
easat-2682	26	13	languages	language	NOUN
easat-2682	26	14	,	,	PUNCT
easat-2682	26	15	the	the	DET
easat-2682	26	16	space	space	NOUN
easat-2682	26	17	character	character	NOUN
easat-2682	26	18	is	be	AUX
easat-2682	26	19	not	not	PART
easat-2682	26	20	only	only	ADV
easat-2682	26	21	rarely	rarely	ADV
easat-2682	26	22	used	use	VERB
easat-2682	26	23	as	as	ADP
easat-2682	26	24	a	a	DET
easat-2682	26	25	delimiter	delimiter	NOUN
easat-2682	26	26	.	.	PUNCT
easat-2682	27	1	in	in	ADP
easat-2682	27	2	the	the	DET
easat-2682	27	3	arabic	arabic	ADJ
easat-2682	27	4	language	language	NOUN
easat-2682	27	5	,	,	PUNCT
easat-2682	27	6	the	the	DET
easat-2682	27	7	use	use	NOUN
easat-2682	27	8	of	of	ADP
easat-2682	27	9	space	space	NOUN
easat-2682	27	10	makes	make	VERB
easat-2682	27	11	space	space	NOUN
easat-2682	27	12	absence	absence	NOUN
easat-2682	27	13	and	and	CCONJ
easat-2682	27	14	addition	addition	NOUN
easat-2682	27	15	problematic	problematic	ADJ
easat-2682	27	16	.	.	PUNCT
easat-2682	28	1	the	the	DET
easat-2682	28	2	arabic	arabic	ADJ
easat-2682	28	3	-	-	PUNCT
easat-2682	28	4	english	english	PROPN
easat-2682	28	5	translation	translation	NOUN
easat-2682	28	6	system	system	NOUN
easat-2682	28	7	is	be	AUX
easat-2682	28	8	used	use	VERB
easat-2682	28	9	to	to	PART
easat-2682	28	10	view	view	VERB
easat-2682	28	11	this	this	DET
easat-2682	28	12	type	type	NOUN
easat-2682	28	13	of	of	ADP
easat-2682	28	14	tokenization	tokenization	NOUN
easat-2682	28	15	in	in	ADP
easat-2682	28	16	arabic	arabic	ADJ
easat-2682	28	17	text	text	NOUN
easat-2682	28	18	(	(	PUNCT
easat-2682	28	19	8)	8)	NUM
easat-2682	28	20	due	due	ADP
easat-2682	28	21	to	to	ADP
easat-2682	28	22	the	the	DET
easat-2682	28	23	space	space	NOUN
easat-2682	28	24	deletion	deletion	NOUN
easat-2682	28	25	problem	problem	NOUN
easat-2682	28	26	,	,	PUNCT
easat-2682	28	27	for	for	ADP
easat-2682	28	28	example	example	NOUN
easat-2682	28	29	,	,	PUNCT
easat-2682	28	30	the	the	DET
easat-2682	28	31	arabic	arabic	ADJ
easat-2682	28	32	word	word	NOUN
easat-2682	28	33	"	"	PUNCT
easat-2682	28	34	األرض	األرض	PROPN
easat-2682	28	35	دودة	دودة	NOUN
easat-2682	28	36	"	"	PUNCT
easat-2682	28	37	would	would	AUX
easat-2682	28	38	become	become	VERB
easat-2682	28	39	"	"	PUNCT
easat-2682	28	40	دودةاألرض	دودةاألرض	ADJ
easat-2682	28	41	"	"	PUNCT
easat-2682	28	42	if	if	SCONJ
easat-2682	28	43	the	the	DET
easat-2682	28	44	space	space	NOUN
easat-2682	28	45	between	between	ADP
easat-2682	28	46	"	"	PUNCT
easat-2682	28	47	دودة	دودة	NOUN
easat-2682	28	48	"	"	PUNCT
easat-2682	28	49	and	and	CCONJ
easat-2682	28	50	"	"	PUNCT
easat-2682	28	51	األرض	األرض	PROPN
easat-2682	28	52	"	"	PUNCT
easat-2682	28	53	was	be	AUX
easat-2682	28	54	deleted	delete	VERB
easat-2682	28	55	.	.	PUNCT
easat-2682	29	1	3211	3211	NUM
easat-2682	29	2	edelweiss	edelweiss	PROPN
easat-2682	29	3	applied	apply	VERB
easat-2682	29	4	science	science	NOUN
easat-2682	29	5	and	and	CCONJ
easat-2682	29	6	technology	technology	NOUN
easat-2682	29	7	issn	issn	PROPN
easat-2682	29	8	:	:	PUNCT
easat-2682	29	9	2576	2576	NUM
easat-2682	29	10	-	-	SYM
easat-2682	29	11	8484	8484	NUM
easat-2682	29	12	vol	vol	NOUN
easat-2682	29	13	.	.	PROPN
easat-2682	29	14	8	8	NUM
easat-2682	29	15	,	,	PUNCT
easat-2682	29	16	no	no	INTJ
easat-2682	29	17	.	.	NOUN
easat-2682	29	18	6	6	NUM
easat-2682	29	19	:	:	SYM
easat-2682	29	20	3210	3210	NUM
easat-2682	29	21	-	-	SYM
easat-2682	29	22	3217	3217	NUM
easat-2682	29	23	,	,	PUNCT
easat-2682	29	24	2024	2024	NUM
easat-2682	29	25	doi	doi	NOUN
easat-2682	29	26	:	:	PUNCT
easat-2682	29	27	10.55214/25768484.v8i6.2682	10.55214/25768484.v8i6.2682	PROPN
easat-2682	29	28	©	©	PROPN
easat-2682	29	29	2024	2024	NUM
easat-2682	29	30	by	by	ADP
easat-2682	29	31	the	the	DET
easat-2682	29	32	author	author	NOUN
easat-2682	29	33	;	;	PUNCT
easat-2682	29	34	licensee	licensee	PROPN
easat-2682	29	35	learning	learning	NOUN
easat-2682	29	36	gate	gate	VERB
easat-2682	29	37	the	the	DET
easat-2682	29	38	rest	rest	NOUN
easat-2682	29	39	of	of	ADP
easat-2682	29	40	the	the	DET
easat-2682	29	41	article	article	NOUN
easat-2682	29	42	is	be	AUX
easat-2682	29	43	divided	divide	VERB
easat-2682	29	44	into	into	ADP
easat-2682	29	45	sections	section	NOUN
easat-2682	29	46	that	that	PRON
easat-2682	29	47	discuss	discuss	VERB
easat-2682	29	48	the	the	DET
easat-2682	29	49	literature	literature	PROPN
easat-2682	29	50	review	review	NOUN
easat-2682	29	51	in	in	ADP
easat-2682	29	52	section	section	NOUN
easat-2682	29	53	2	2	NUM
easat-2682	29	54	,	,	PUNCT
easat-2682	29	55	the	the	DET
easat-2682	29	56	characteristics	characteristic	NOUN
easat-2682	29	57	of	of	ADP
easat-2682	29	58	the	the	DET
easat-2682	29	59	arabic	arabic	ADJ
easat-2682	29	60	language	language	NOUN
easat-2682	29	61	in	in	ADP
easat-2682	29	62	section	section	NOUN
easat-2682	29	63	3	3	NUM
easat-2682	29	64	,	,	PUNCT
easat-2682	29	65	difficulties	difficulty	NOUN
easat-2682	29	66	in	in	ADP
easat-2682	29	67	arabic	arabic	ADJ
easat-2682	29	68	word	word	NOUN
easat-2682	29	69	tokenization	tokenization	NOUN
easat-2682	29	70	in	in	ADP
easat-2682	29	71	section	section	NOUN
easat-2682	29	72	4	4	NUM
easat-2682	29	73	,	,	PUNCT
easat-2682	29	74	a	a	DET
easat-2682	29	75	proposed	propose	VERB
easat-2682	29	76	architectural	architectural	ADJ
easat-2682	29	77	design	design	NOUN
easat-2682	29	78	in	in	ADP
easat-2682	29	79	section	section	NOUN
easat-2682	29	80	5	5	NUM
easat-2682	29	81	,	,	PUNCT
easat-2682	29	82	and	and	CCONJ
easat-2682	29	83	the	the	DET
easat-2682	29	84	study	study	NOUN
easat-2682	29	85	's	's	PART
easat-2682	29	86	conclusion	conclusion	NOUN
easat-2682	29	87	in	in	ADP
easat-2682	29	88	the	the	DET
easat-2682	29	89	last	last	ADJ
easat-2682	29	90	section	section	NOUN
easat-2682	29	91	.	.	PUNCT
easat-2682	30	1	2	2	X
easat-2682	30	2	.	.	X
easat-2682	30	3	literature	literature	NOUN
easat-2682	30	4	review	review	NOUN
easat-2682	30	5	tokenization	tokenization	NOUN
easat-2682	30	6	is	be	AUX
easat-2682	30	7	a	a	DET
easat-2682	30	8	necessary	necessary	ADJ
easat-2682	30	9	first	first	ADJ
easat-2682	30	10	step	step	NOUN
easat-2682	30	11	in	in	ADP
easat-2682	30	12	the	the	DET
easat-2682	30	13	further	further	ADJ
easat-2682	30	14	processing	processing	NOUN
easat-2682	30	15	of	of	ADP
easat-2682	30	16	any	any	DET
easat-2682	30	17	natural	natural	ADJ
easat-2682	30	18	language	language	NOUN
easat-2682	30	19	.	.	PUNCT
easat-2682	31	1	arabic	arabic	ADJ
easat-2682	31	2	tokenization	tokenization	NOUN
easat-2682	31	3	has	have	AUX
easat-2682	31	4	been	be	AUX
easat-2682	31	5	discussed	discuss	VERB
easat-2682	31	6	in	in	ADP
easat-2682	31	7	numerous	numerous	ADJ
easat-2682	31	8	studies	study	NOUN
easat-2682	31	9	and	and	CCONJ
easat-2682	31	10	applied	apply	VERB
easat-2682	31	11	in	in	ADP
easat-2682	31	12	numerous	numerous	ADJ
easat-2682	31	13	systems	system	NOUN
easat-2682	31	14	.	.	PUNCT
easat-2682	32	1	these	these	DET
easat-2682	32	2	solutions	solution	NOUN
easat-2682	32	3	include	include	VERB
easat-2682	32	4	morphological	morphological	ADJ
easat-2682	32	5	analysis	analysis	NOUN
easat-2682	32	6	(	(	PUNCT
easat-2682	32	7	9	9	NUM
easat-2682	32	8	,	,	PUNCT
easat-2682	32	9	10	10	NUM
easat-2682	32	10	)	)	PUNCT
easat-2682	32	11	,	,	PUNCT
easat-2682	32	12	discretization	discretization	NOUN
easat-2682	32	13	(	(	PUNCT
easat-2682	32	14	11	11	NUM
easat-2682	32	15	)	)	PUNCT
easat-2682	32	16	,	,	PUNCT
easat-2682	32	17	information	information	NOUN
easat-2682	32	18	retrieval	retrieval	NOUN
easat-2682	32	19	(	(	PUNCT
easat-2682	32	20	12	12	NUM
easat-2682	32	21	)	)	PUNCT
easat-2682	32	22	,	,	PUNCT
easat-2682	32	23	and	and	CCONJ
easat-2682	32	24	pos	pos	NOUN
easat-2682	32	25	tagging	tagging	NOUN
easat-2682	32	26	(	(	PUNCT
easat-2682	32	27	13	13	NUM
easat-2682	32	28	,	,	PUNCT
easat-2682	32	29	14	14	NUM
easat-2682	32	30	)	)	PUNCT
easat-2682	32	31	.	.	PUNCT
easat-2682	33	1	attia	attia	PROPN
easat-2682	33	2	(	(	PUNCT
easat-2682	33	3	15	15	NUM
easat-2682	33	4	)	)	PUNCT
easat-2682	33	5	described	describe	VERB
easat-2682	33	6	a	a	DET
easat-2682	33	7	rule	rule	NOUN
easat-2682	33	8	-	-	PUNCT
easat-2682	33	9	based	base	VERB
easat-2682	33	10	tokenizer	tokenizer	NOUN
easat-2682	33	11	that	that	PRON
easat-2682	33	12	handled	handle	VERB
easat-2682	33	13	tokenization	tokenization	NOUN
easat-2682	33	14	as	as	ADP
easat-2682	33	15	a	a	DET
easat-2682	33	16	complete	complete	ADV
easat-2682	33	17	-	-	PUNCT
easat-2682	33	18	rounded	rounded	ADJ
easat-2682	33	19	process	process	NOUN
easat-2682	33	20	with	with	ADP
easat-2682	33	21	a	a	DET
easat-2682	33	22	preprocessing	preprocessing	NOUN
easat-2682	33	23	stage	stage	NOUN
easat-2682	33	24	(	(	PUNCT
easat-2682	33	25	white	white	ADJ
easat-2682	33	26	space	space	NOUN
easat-2682	33	27	normalizer	normalizer	PROPN
easat-2682	33	28	)	)	PUNCT
easat-2682	33	29	,	,	PUNCT
easat-2682	33	30	and	and	CCONJ
easat-2682	33	31	a	a	DET
easat-2682	33	32	post	post	ADJ
easat-2682	33	33	-	-	ADJ
easat-2682	33	34	processing	processing	ADJ
easat-2682	33	35	stage	stage	NOUN
easat-2682	33	36	(	(	PUNCT
easat-2682	33	37	token	token	VERB
easat-2682	33	38	filter	filter	NOUN
easat-2682	33	39	)	)	PUNCT
easat-2682	33	40	.	.	PUNCT
easat-2682	34	1	the	the	DET
easat-2682	34	2	author	author	NOUN
easat-2682	34	3	also	also	ADV
easat-2682	34	4	handled	handle	VERB
easat-2682	34	5	multiword	multiword	ADJ
easat-2682	34	6	expressions	expression	NOUN
easat-2682	34	7	and	and	CCONJ
easat-2682	34	8	ambiguous	ambiguous	ADJ
easat-2682	34	9	words	word	NOUN
easat-2682	34	10	.	.	PUNCT
easat-2682	35	1	farasa	farasa	NOUN
easat-2682	35	2	(	(	PUNCT
easat-2682	35	3	16	16	NUM
easat-2682	35	4	)	)	PUNCT
easat-2682	35	5	is	be	AUX
easat-2682	35	6	a	a	DET
easat-2682	35	7	brand	brand	NOUN
easat-2682	35	8	-	-	PUNCT
easat-2682	35	9	new	new	ADJ
easat-2682	35	10	arabic	arabic	ADJ
easat-2682	35	11	segmenter	segmenter	NOUN
easat-2682	35	12	that	that	PRON
easat-2682	35	13	employs	employ	VERB
easat-2682	35	14	svm	svm	ADJ
easat-2682	35	15	for	for	ADP
easat-2682	35	16	ranking	rank	VERB
easat-2682	35	17	.	.	PUNCT
easat-2682	36	1	on	on	ADP
easat-2682	36	2	common	common	PROPN
easat-2682	36	3	mt	mt	PROPN
easat-2682	36	4	and	and	CCONJ
easat-2682	36	5	ir	ir	PROPN
easat-2682	36	6	tasks	task	NOUN
easat-2682	36	7	,	,	PUNCT
easat-2682	36	8	they	they	PRON
easat-2682	36	9	compared	compare	VERB
easat-2682	36	10	the	the	DET
easat-2682	36	11	proposed	propose	VERB
easat-2682	36	12	text	text	NOUN
easat-2682	36	13	segmenter	segmenter	NOUN
easat-2682	36	14	to	to	ADP
easat-2682	36	15	segmenters	segmenter	NOUN
easat-2682	36	16	from	from	ADP
easat-2682	36	17	stanford	stanford	PROPN
easat-2682	36	18	and	and	CCONJ
easat-2682	36	19	madamira	madamira	PROPN
easat-2682	36	20	.	.	PUNCT
easat-2682	37	1	they	they	PRON
easat-2682	37	2	found	find	VERB
easat-2682	37	3	that	that	SCONJ
easat-2682	37	4	farasa	farasa	PROPN
easat-2682	37	5	performed	perform	VERB
easat-2682	37	6	much	much	ADV
easat-2682	37	7	better	well	ADV
easat-2682	37	8	(	(	PUNCT
easat-2682	37	9	in	in	ADP
easat-2682	37	10	terms	term	NOUN
easat-2682	37	11	of	of	ADP
easat-2682	37	12	accuracy	accuracy	NOUN
easat-2682	37	13	)	)	PUNCT
easat-2682	37	14	than	than	ADP
easat-2682	37	15	both	both	PRON
easat-2682	37	16	on	on	ADP
easat-2682	37	17	the	the	DET
easat-2682	37	18	ir	ir	PROPN
easat-2682	37	19	tasks	task	NOUN
easat-2682	37	20	and	and	CCONJ
easat-2682	37	21	was	be	AUX
easat-2682	37	22	on	on	ADP
easat-2682	37	23	par	par	NOUN
easat-2682	37	24	with	with	ADP
easat-2682	37	25	madamira	madamira	PROPN
easat-2682	37	26	on	on	ADP
easat-2682	37	27	the	the	DET
easat-2682	37	28	mt	mt	PROPN
easat-2682	37	29	tasks	task	NOUN
easat-2682	37	30	.	.	PUNCT
easat-2682	38	1	habash	habash	NOUN
easat-2682	38	2	and	and	CCONJ
easat-2682	38	3	rambow	rambow	PROPN
easat-2682	38	4	(	(	PUNCT
easat-2682	38	5	14	14	NUM
easat-2682	38	6	)	)	PUNCT
easat-2682	38	7	suggested	suggest	VERB
easat-2682	38	8	a	a	DET
easat-2682	38	9	morphological	morphological	ADJ
easat-2682	38	10	analyzer	analyzer	NOUN
easat-2682	38	11	for	for	ADP
easat-2682	38	12	tokenizing	tokenize	VERB
easat-2682	38	13	and	and	CCONJ
easat-2682	38	14	morphologically	morphologically	ADV
easat-2682	38	15	tagging	tag	VERB
easat-2682	38	16	arabic	arabic	ADJ
easat-2682	38	17	words	word	NOUN
easat-2682	38	18	.	.	PUNCT
easat-2682	39	1	they	they	PRON
easat-2682	39	2	learned	learn	VERB
easat-2682	39	3	how	how	SCONJ
easat-2682	39	4	to	to	PART
easat-2682	39	5	use	use	VERB
easat-2682	39	6	these	these	DET
easat-2682	39	7	classifiers	classifier	NOUN
easat-2682	39	8	to	to	PART
easat-2682	39	9	choose	choose	VERB
easat-2682	39	10	items	item	NOUN
easat-2682	39	11	from	from	ADP
easat-2682	39	12	the	the	DET
easat-2682	39	13	output	output	NOUN
easat-2682	39	14	of	of	ADP
easat-2682	39	15	the	the	DET
easat-2682	39	16	analyzer	analyzer	NOUN
easat-2682	39	17	,	,	PUNCT
easat-2682	39	18	as	as	ADV
easat-2682	39	19	well	well	ADV
easat-2682	39	20	as	as	ADP
easat-2682	39	21	how	how	SCONJ
easat-2682	39	22	to	to	PART
easat-2682	39	23	classify	classify	VERB
easat-2682	39	24	each	each	DET
easat-2682	39	25	unique	unique	ADJ
easat-2682	39	26	morphological	morphological	ADJ
easat-2682	39	27	characteristic	characteristic	NOUN
easat-2682	39	28	individually	individually	ADV
easat-2682	39	29	.	.	PUNCT
easat-2682	40	1	on	on	ADP
easat-2682	40	2	all	all	DET
easat-2682	40	3	tasks	task	NOUN
easat-2682	40	4	,	,	PUNCT
easat-2682	40	5	they	they	PRON
easat-2682	40	6	attained	attain	VERB
easat-2682	40	7	accuracy	accuracy	NOUN
easat-2682	40	8	rates	rate	NOUN
easat-2682	40	9	in	in	ADP
easat-2682	40	10	the	the	DET
easat-2682	40	11	upper	upper	ADJ
easat-2682	40	12	nineties	ninety	NOUN
easat-2682	40	13	.	.	PUNCT
easat-2682	41	1	benajiba	benajiba	PROPN
easat-2682	41	2	and	and	CCONJ
easat-2682	41	3	zitouni	zitouni	PROPN
easat-2682	41	4	(	(	PUNCT
easat-2682	41	5	17	17	NUM
easat-2682	41	6	)	)	PUNCT
easat-2682	41	7	proposed	propose	VERB
easat-2682	41	8	two	two	NUM
easat-2682	41	9	segmentation	segmentation	NOUN
easat-2682	41	10	systems	system	NOUN
easat-2682	41	11	,	,	PUNCT
easat-2682	41	12	morphological	morphological	ADJ
easat-2682	41	13	segmentation	segmentation	NOUN
easat-2682	41	14	,	,	PUNCT
easat-2682	41	15	and	and	CCONJ
easat-2682	41	16	arabic	arabic	ADJ
easat-2682	41	17	treebank	treebank	PROPN
easat-2682	41	18	segmentation	segmentation	NOUN
easat-2682	41	19	,	,	PUNCT
easat-2682	41	20	and	and	CCONJ
easat-2682	41	21	illustrated	illustrate	VERB
easat-2682	41	22	their	their	PRON
easat-2682	41	23	effects	effect	NOUN
easat-2682	41	24	on	on	ADP
easat-2682	41	25	mention	mention	NOUN
easat-2682	41	26	identification	identification	NOUN
easat-2682	41	27	,	,	PUNCT
easat-2682	41	28	a	a	DET
easat-2682	41	29	crucial	crucial	ADJ
easat-2682	41	30	job	job	NOUN
easat-2682	41	31	in	in	ADP
easat-2682	41	32	natural	natural	ADJ
easat-2682	41	33	language	language	NOUN
easat-2682	41	34	processing	processing	NOUN
easat-2682	41	35	.	.	PUNCT
easat-2682	42	1	research	research	NOUN
easat-2682	42	2	on	on	ADP
easat-2682	42	3	the	the	DET
easat-2682	42	4	arabic	arabic	ADJ
easat-2682	42	5	treebank	treebank	PROPN
easat-2682	42	6	corpus	corpus	PROPN
easat-2682	42	7	demonstrates	demonstrate	VERB
easat-2682	42	8	morphological	morphological	ADJ
easat-2682	42	9	segmentation	segmentation	NOUN
easat-2682	42	10	with	with	ADP
easat-2682	42	11	high	high	ADJ
easat-2682	42	12	accuracy	accuracy	NOUN
easat-2682	42	13	.	.	PUNCT
easat-2682	43	1	aliwy	aliwy	NOUN
easat-2682	43	2	(	(	PUNCT
easat-2682	43	3	18	18	NUM
easat-2682	43	4	)	)	PUNCT
easat-2682	43	5	suggested	suggest	VERB
easat-2682	43	6	a	a	DET
easat-2682	43	7	hybrid	hybrid	ADJ
easat-2682	43	8	unsupervised	unsupervised	ADJ
easat-2682	43	9	method	method	NOUN
easat-2682	43	10	for	for	ADP
easat-2682	43	11	the	the	DET
easat-2682	43	12	arabic	arabic	ADJ
easat-2682	43	13	tokenization	tokenization	NOUN
easat-2682	43	14	system	system	NOUN
easat-2682	43	15	.	.	PUNCT
easat-2682	44	1	they	they	PRON
easat-2682	44	2	first	first	ADV
easat-2682	44	3	segmented	segment	VERB
easat-2682	44	4	phrases	phrase	NOUN
easat-2682	44	5	into	into	ADP
easat-2682	44	6	words	word	NOUN
easat-2682	44	7	,	,	PUNCT
easat-2682	44	8	and	and	CCONJ
easat-2682	44	9	then	then	ADV
easat-2682	44	10	they	they	PRON
easat-2682	44	11	used	use	VERB
easat-2682	44	12	the	the	DET
easat-2682	44	13	author	author	NOUN
easat-2682	44	14	's	's	PART
easat-2682	44	15	analyzer	analyzer	NOUN
easat-2682	44	16	to	to	PART
easat-2682	44	17	generate	generate	VERB
easat-2682	44	18	every	every	DET
easat-2682	44	19	possible	possible	ADJ
easat-2682	44	20	tokenization	tokenization	NOUN
easat-2682	44	21	for	for	ADP
easat-2682	44	22	each	each	DET
easat-2682	44	23	word	word	NOUN
easat-2682	44	24	.	.	PUNCT
easat-2682	45	1	then	then	ADV
easat-2682	45	2	,	,	PUNCT
easat-2682	45	3	to	to	PART
easat-2682	45	4	clear	clear	VERB
easat-2682	45	5	up	up	ADP
easat-2682	45	6	the	the	DET
easat-2682	45	7	ambiguity	ambiguity	NOUN
easat-2682	45	8	,	,	PUNCT
easat-2682	45	9	written	write	VERB
easat-2682	45	10	rules	rule	NOUN
easat-2682	45	11	,	,	PUNCT
easat-2682	45	12	and	and	CCONJ
easat-2682	45	13	statistical	statistical	ADJ
easat-2682	45	14	techniques	technique	NOUN
easat-2682	45	15	are	be	AUX
easat-2682	45	16	used	use	VERB
easat-2682	45	17	.	.	PUNCT
easat-2682	46	1	each	each	DET
easat-2682	46	2	word	word	NOUN
easat-2682	46	3	receives	receive	VERB
easat-2682	46	4	a	a	DET
easat-2682	46	5	tokenization	tokenization	NOUN
easat-2682	46	6	as	as	ADP
easat-2682	46	7	the	the	DET
easat-2682	46	8	output	output	NOUN
easat-2682	46	9	.	.	PUNCT
easat-2682	47	1	the	the	DET
easat-2682	47	2	statistical	statistical	ADJ
easat-2682	47	3	approach	approach	NOUN
easat-2682	47	4	was	be	AUX
easat-2682	47	5	used	use	VERB
easat-2682	47	6	in	in	ADP
easat-2682	47	7	which	which	DET
easat-2682	47	8	text	text	NOUN
easat-2682	47	9	is	be	AUX
easat-2682	47	10	manually	manually	ADV
easat-2682	47	11	tokenized	tokenize	VERB
easat-2682	47	12	from	from	ADP
easat-2682	47	13	the	the	DET
easat-2682	47	14	al	al	PROPN
easat-2682	47	15	-	-	PUNCT
easat-2682	47	16	watan	watan	PROPN
easat-2682	47	17	2004	2004	NUM
easat-2682	47	18	corpus	corpus	NOUN
easat-2682	47	19	and	and	CCONJ
easat-2682	47	20	trained	train	VERB
easat-2682	47	21	on	on	ADP
easat-2682	47	22	a	a	DET
easat-2682	47	23	variety	variety	NOUN
easat-2682	47	24	of	of	ADP
easat-2682	47	25	terms	term	NOUN
easat-2682	47	26	and	and	CCONJ
easat-2682	47	27	reports	report	VERB
easat-2682	47	28	high	high	ADJ
easat-2682	47	29	accuracy	accuracy	NOUN
easat-2682	47	30	.	.	PUNCT
easat-2682	48	1	3	3	X
easat-2682	48	2	.	.	X
easat-2682	48	3	challenges	challenge	NOUN
easat-2682	48	4	in	in	ADP
easat-2682	48	5	arabic	arabic	ADJ
easat-2682	48	6	word	word	NOUN
easat-2682	48	7	tokenization	tokenization	NOUN
easat-2682	48	8	arabic	arabic	NOUN
easat-2682	48	9	is	be	AUX
easat-2682	48	10	one	one	NUM
easat-2682	48	11	of	of	ADP
easat-2682	48	12	the	the	DET
easat-2682	48	13	semitic	semitic	ADJ
easat-2682	48	14	languages	language	NOUN
easat-2682	48	15	,	,	PUNCT
easat-2682	48	16	along	along	ADP
easat-2682	48	17	with	with	ADP
easat-2682	48	18	hebrew	hebrew	ADJ
easat-2682	48	19	,	,	PUNCT
easat-2682	48	20	aramaic	aramaic	PROPN
easat-2682	48	21	,	,	PUNCT
easat-2682	48	22	and	and	CCONJ
easat-2682	48	23	amharic	amharic	NOUN
easat-2682	48	24	.	.	PUNCT
easat-2682	49	1	it	it	PRON
easat-2682	49	2	serves	serve	VERB
easat-2682	49	3	as	as	ADP
easat-2682	49	4	a	a	DET
easat-2682	49	5	common	common	ADJ
easat-2682	49	6	language	language	NOUN
easat-2682	49	7	for	for	ADP
easat-2682	49	8	a	a	DET
easat-2682	49	9	sizable	sizable	ADJ
easat-2682	49	10	population	population	NOUN
easat-2682	49	11	.	.	PUNCT
easat-2682	50	1	about	about	ADV
easat-2682	50	2	400	400	NUM
easat-2682	50	3	million	million	NUM
easat-2682	50	4	people	people	NOUN
easat-2682	50	5	speak	speak	VERB
easat-2682	50	6	arabic	arabic	ADJ
easat-2682	50	7	as	as	ADP
easat-2682	50	8	their	their	PRON
easat-2682	50	9	first	first	ADJ
easat-2682	50	10	language	language	NOUN
easat-2682	50	11	,	,	PUNCT
easat-2682	50	12	according	accord	VERB
easat-2682	50	13	to	to	ADP
easat-2682	50	14	estimates	estimate	NOUN
easat-2682	50	15	(	(	PUNCT
easat-2682	50	16	12	12	NUM
easat-2682	50	17	,	,	PUNCT
easat-2682	50	18	19	19	NUM
easat-2682	50	19	)	)	PUNCT
easat-2682	50	20	.	.	PUNCT
easat-2682	51	1	since	since	SCONJ
easat-2682	51	2	it	it	PRON
easat-2682	51	3	is	be	AUX
easat-2682	51	4	used	use	VERB
easat-2682	51	5	for	for	ADP
easat-2682	51	6	religious	religious	ADJ
easat-2682	51	7	education	education	NOUN
easat-2682	51	8	in	in	ADP
easat-2682	51	9	islam	islam	PROPN
easat-2682	51	10	,	,	PUNCT
easat-2682	51	11	many	many	ADJ
easat-2682	51	12	other	other	ADJ
easat-2682	51	13	speakers	speaker	NOUN
easat-2682	51	14	from	from	ADP
easat-2682	51	15	different	different	ADJ
easat-2682	51	16	countries	country	NOUN
easat-2682	51	17	at	at	ADP
easat-2682	51	18	least	least	ADJ
easat-2682	51	19	have	have	VERB
easat-2682	51	20	a	a	DET
easat-2682	51	21	passing	pass	VERB
easat-2682	51	22	familiarity	familiarity	NOUN
easat-2682	51	23	with	with	ADP
easat-2682	51	24	it	it	PRON
easat-2682	51	25	.	.	PUNCT
easat-2682	52	1	arabic	arabic	PROPN
easat-2682	52	2	is	be	AUX
easat-2682	52	3	the	the	DET
easat-2682	52	4	fifth	fifth	ADJ
easat-2682	52	5	most	most	ADV
easat-2682	52	6	frequently	frequently	ADV
easat-2682	52	7	spoken	speak	VERB
easat-2682	52	8	language	language	NOUN
easat-2682	52	9	in	in	ADP
easat-2682	52	10	the	the	DET
easat-2682	52	11	world	world	NOUN
easat-2682	52	12	and	and	CCONJ
easat-2682	52	13	one	one	NUM
easat-2682	52	14	of	of	ADP
easat-2682	52	15	the	the	DET
easat-2682	52	16	six	six	NUM
easat-2682	52	17	official	official	ADJ
easat-2682	52	18	languages	language	NOUN
easat-2682	52	19	of	of	ADP
easat-2682	52	20	the	the	DET
easat-2682	52	21	united	united	PROPN
easat-2682	52	22	nations	nations	PROPN
easat-2682	52	23	(	(	PUNCT
easat-2682	52	24	20	20	NUM
easat-2682	52	25	,	,	PUNCT
easat-2682	52	26	21	21	NUM
easat-2682	52	27	)	)	PUNCT
easat-2682	52	28	.	.	PUNCT
easat-2682	53	1	in	in	ADP
easat-2682	53	2	arabic	arabic	ADJ
easat-2682	53	3	,	,	PUNCT
easat-2682	53	4	words	word	NOUN
easat-2682	53	5	are	be	AUX
easat-2682	53	6	separated	separate	VERB
easat-2682	53	7	by	by	ADP
easat-2682	53	8	white	white	ADJ
easat-2682	53	9	spaces	space	NOUN
easat-2682	53	10	and	and	CCONJ
easat-2682	53	11	other	other	ADJ
easat-2682	53	12	punctuation	punctuation	NOUN
easat-2682	53	13	,	,	PUNCT
easat-2682	53	14	while	while	SCONJ
easat-2682	53	15	sentences	sentence	NOUN
easat-2682	53	16	are	be	AUX
easat-2682	53	17	delimited	delimit	VERB
easat-2682	53	18	by	by	ADP
easat-2682	53	19	periods	period	NOUN
easat-2682	53	20	,	,	PUNCT
easat-2682	53	21	dashes	dash	NOUN
easat-2682	53	22	,	,	PUNCT
easat-2682	53	23	and	and	CCONJ
easat-2682	53	24	commas	comma	NOUN
easat-2682	53	25	.	.	PUNCT
easat-2682	54	1	while	while	SCONJ
easat-2682	54	2	arabic	arabic	ADJ
easat-2682	54	3	numbers	number	NOUN
easat-2682	54	4	are	be	AUX
easat-2682	54	5	written	write	VERB
easat-2682	54	6	and	and	CCONJ
easat-2682	54	7	read	read	VERB
easat-2682	54	8	from	from	ADP
easat-2682	54	9	left	left	ADJ
easat-2682	54	10	to	to	ADP
easat-2682	54	11	right	right	ADJ
easat-2682	54	12	,	,	PUNCT
easat-2682	54	13	arabic	arabic	ADJ
easat-2682	54	14	script	script	NOUN
easat-2682	54	15	is	be	AUX
easat-2682	54	16	written	write	VERB
easat-2682	54	17	from	from	ADP
easat-2682	54	18	right	right	ADJ
easat-2682	54	19	to	to	PART
easat-2682	54	20	left	left	VERB
easat-2682	54	21	.	.	PUNCT
easat-2682	55	1	arabic	arabic	PROPN
easat-2682	55	2	has	have	VERB
easat-2682	55	3	two	two	NUM
easat-2682	55	4	different	different	ADJ
easat-2682	55	5	sorts	sort	NOUN
easat-2682	55	6	of	of	ADP
easat-2682	55	7	symbols	symbol	NOUN
easat-2682	55	8	(	(	PUNCT
easat-2682	55	9	12	12	NUM
easat-2682	55	10	,	,	PUNCT
easat-2682	55	11	22	22	NUM
easat-2682	55	12	)	)	PUNCT
easat-2682	55	13	.	.	PUNCT
easat-2682	56	1	nouns	noun	NOUN
easat-2682	56	2	,	,	PUNCT
easat-2682	56	3	verbs	verb	NOUN
easat-2682	56	4	,	,	PUNCT
easat-2682	56	5	and	and	CCONJ
easat-2682	56	6	particles	particle	NOUN
easat-2682	56	7	are	be	AUX
easat-2682	56	8	the	the	DET
easat-2682	56	9	three	three	NUM
easat-2682	56	10	primary	primary	ADJ
easat-2682	56	11	components	component	NOUN
easat-2682	56	12	of	of	ADP
easat-2682	56	13	speech	speech	NOUN
easat-2682	56	14	used	use	VERB
easat-2682	56	15	to	to	PART
easat-2682	56	16	categorize	categorize	VERB
easat-2682	56	17	arabic	arabic	ADJ
easat-2682	56	18	words	word	NOUN
easat-2682	56	19	.	.	PUNCT
easat-2682	57	1	arabic	arabic	ADJ
easat-2682	57	2	words	word	NOUN
easat-2682	57	3	can	can	AUX
easat-2682	57	4	be	be	AUX
easat-2682	57	5	either	either	CCONJ
easat-2682	57	6	feminine	feminine	ADJ
easat-2682	57	7	or	or	CCONJ
easat-2682	57	8	masculine	masculine	ADJ
easat-2682	57	9	.	.	PUNCT
easat-2682	58	1	in	in	ADP
easat-2682	58	2	literary	literary	ADJ
easat-2682	58	3	arabic	arabic	NOUN
easat-2682	58	4	,	,	PUNCT
easat-2682	58	5	the	the	DET
easat-2682	58	6	same	same	ADJ
easat-2682	58	7	feature	feature	NOUN
easat-2682	58	8	is	be	AUX
easat-2682	58	9	used	use	VERB
easat-2682	58	10	to	to	PART
easat-2682	58	11	denote	denote	VERB
easat-2682	58	12	numbers	number	NOUN
easat-2682	58	13	(	(	PUNCT
easat-2682	58	14	singular	singular	ADJ
easat-2682	58	15	,	,	PUNCT
easat-2682	58	16	dual	dual	ADJ
easat-2682	58	17	,	,	PUNCT
easat-2682	58	18	and	and	CCONJ
easat-2682	58	19	plural	plural	ADJ
easat-2682	58	20	)	)	PUNCT
easat-2682	58	21	in	in	ADP
easat-2682	58	22	both	both	DET
easat-2682	58	23	nouns	noun	NOUN
easat-2682	58	24	and	and	CCONJ
easat-2682	58	25	verbs	verb	NOUN
easat-2682	58	26	.	.	PUNCT
easat-2682	59	1	arabic	arabic	ADJ
easat-2682	59	2	morphology	morphology	NOUN
easat-2682	59	3	is	be	AUX
easat-2682	59	4	very	very	ADV
easat-2682	59	5	complex	complex	ADJ
easat-2682	59	6	.	.	PUNCT
easat-2682	60	1	words	word	NOUN
easat-2682	60	2	are	be	AUX
easat-2682	60	3	created	create	VERB
easat-2682	60	4	by	by	ADP
easat-2682	60	5	deriving	derive	VERB
easat-2682	60	6	their	their	PRON
easat-2682	60	7	roots	root	NOUN
easat-2682	60	8	into	into	ADP
easat-2682	60	9	patterns	pattern	NOUN
easat-2682	60	10	.	.	PUNCT
easat-2682	61	1	there	there	PRON
easat-2682	61	2	are	be	VERB
easat-2682	61	3	three	three	NUM
easat-2682	61	4	grammatical	grammatical	ADJ
easat-2682	61	5	cases	case	NOUN
easat-2682	61	6	in	in	ADP
easat-2682	61	7	arabic	arabic	ADJ
easat-2682	61	8	as	as	ADV
easat-2682	61	9	well	well	ADV
easat-2682	61	10	.	.	PUNCT
easat-2682	62	1	nominative	nominative	ADJ
easat-2682	62	2	,	,	PUNCT
easat-2682	62	3	accusative	accusative	ADJ
easat-2682	62	4	,	,	PUNCT
easat-2682	62	5	and	and	CCONJ
easat-2682	62	6	genitive	genitive	ADJ
easat-2682	62	7	are	be	AUX
easat-2682	62	8	these	these	DET
easat-2682	62	9	cases	case	NOUN
easat-2682	62	10	.	.	PUNCT
easat-2682	63	1	the	the	DET
easat-2682	63	2	uncertainty	uncertainty	NOUN
easat-2682	63	3	introduced	introduce	VERB
easat-2682	63	4	by	by	ADP
easat-2682	63	5	morphology	morphology	NOUN
easat-2682	63	6	renders	render	VERB
easat-2682	63	7	the	the	DET
easat-2682	63	8	exact	exact	ADJ
easat-2682	63	9	keyword	keyword	NOUN
easat-2682	63	10	-	-	PUNCT
easat-2682	63	11	matching	match	VERB
easat-2682	63	12	process	process	NOUN
easat-2682	63	13	useless	useless	ADJ
easat-2682	63	14	for	for	ADP
easat-2682	63	15	retrieval	retrieval	NOUN
easat-2682	63	16	.	.	PUNCT
easat-2682	64	1	morphological	morphological	ADJ
easat-2682	64	2	ambiguity	ambiguity	NOUN
easat-2682	64	3	can	can	AUX
easat-2682	64	4	show	show	VERB
easat-2682	64	5	up	up	ADP
easat-2682	64	6	in	in	ADP
easat-2682	64	7	a	a	DET
easat-2682	64	8	variety	variety	NOUN
easat-2682	64	9	of	of	ADP
easat-2682	64	10	situations	situation	NOUN
easat-2682	64	11	.	.	PUNCT
easat-2682	65	1	clitics	clitic	NOUN
easat-2682	65	2	,	,	PUNCT
easat-2682	65	3	for	for	ADP
easat-2682	65	4	instance	instance	NOUN
easat-2682	65	5	,	,	PUNCT
easat-2682	65	6	may	may	AUX
easat-2682	65	7	unintentionally	unintentionally	ADV
easat-2682	65	8	create	create	VERB
easat-2682	65	9	a	a	DET
easat-2682	65	10	form	form	NOUN
easat-2682	65	11	that	that	PRON
easat-2682	65	12	is	be	AUX
easat-2682	65	13	homographic	homographic	ADJ
easat-2682	65	14	or	or	CCONJ
easat-2682	65	15	homogeneous	homogeneous	ADJ
easat-2682	65	16	with	with	ADP
easat-2682	65	17	another	another	DET
easat-2682	65	18	full	full	ADJ
easat-2682	65	19	word	word	NOUN
easat-2682	65	20	(	(	PUNCT
easat-2682	65	21	the	the	DET
easat-2682	65	22	same	same	ADJ
easat-2682	65	23	word	word	NOUN
easat-2682	65	24	with	with	ADP
easat-2682	65	25	two	two	NUM
easat-2682	65	26	or	or	CCONJ
easat-2682	65	27	more	more	ADJ
easat-2682	65	28	alternative	alternative	ADJ
easat-2682	65	29	meanings	meaning	NOUN
easat-2682	65	30	)	)	PUNCT
easat-2682	65	31	(	(	PUNCT
easat-2682	65	32	12	12	NUM
easat-2682	65	33	,	,	PUNCT
easat-2682	65	34	15	15	NUM
easat-2682	65	35	,	,	PUNCT
easat-2682	65	36	20	20	NUM
easat-2682	65	37	)	)	PUNCT
easat-2682	65	38	.	.	PUNCT
easat-2682	66	1	besides	besides	SCONJ
easat-2682	66	2	the	the	DET
easat-2682	66	3	complex	complex	ADJ
easat-2682	66	4	morphology	morphology	NOUN
easat-2682	66	5	,	,	PUNCT
easat-2682	66	6	arabic	arabic	PROPN
easat-2682	66	7	has	have	VERB
easat-2682	66	8	also	also	ADV
easat-2682	66	9	a	a	DET
easat-2682	66	10	complex	complex	ADJ
easat-2682	66	11	type	type	NOUN
easat-2682	66	12	of	of	ADP
easat-2682	66	13	plurals	plural	NOUN
easat-2682	66	14	which	which	PRON
easat-2682	66	15	is	be	AUX
easat-2682	66	16	known	know	VERB
easat-2682	66	17	as	as	ADP
easat-2682	66	18	broken	break	VERB
easat-2682	66	19	plural	plural	ADJ
easat-2682	66	20	.	.	PUNCT
easat-2682	67	1	plurals	plural	NOUN
easat-2682	67	2	in	in	ADP
easat-2682	67	3	arabic	arabic	ADJ
easat-2682	67	4	do	do	AUX
easat-2682	67	5	not	not	PART
easat-2682	67	6	obey	obey	VERB
easat-2682	67	7	morphological	morphological	ADJ
easat-2682	67	8	rules	rule	NOUN
easat-2682	67	9	.	.	PUNCT
easat-2682	68	1	unlike	unlike	ADP
easat-2682	68	2	english	english	PROPN
easat-2682	68	3	,	,	PUNCT
easat-2682	68	4	the	the	DET
easat-2682	68	5	plural	plural	NOUN
easat-2682	68	6	in	in	ADP
easat-2682	68	7	arabic	arabic	ADJ
easat-2682	68	8	3212	3212	NUM
easat-2682	68	9	edelweiss	edelweiss	PROPN
easat-2682	68	10	applied	apply	VERB
easat-2682	68	11	science	science	NOUN
easat-2682	68	12	and	and	CCONJ
easat-2682	68	13	technology	technology	NOUN
easat-2682	68	14	issn	issn	PROPN
easat-2682	68	15	:	:	PUNCT
easat-2682	68	16	2576	2576	NUM
easat-2682	68	17	-	-	SYM
easat-2682	68	18	8484	8484	NUM
easat-2682	68	19	vol	vol	NOUN
easat-2682	68	20	.	.	PROPN
easat-2682	68	21	8	8	NUM
easat-2682	68	22	,	,	PUNCT
easat-2682	68	23	no	no	INTJ
easat-2682	68	24	.	.	NOUN
easat-2682	68	25	6	6	NUM
easat-2682	68	26	:	:	SYM
easat-2682	68	27	3210	3210	NUM
easat-2682	68	28	-	-	SYM
easat-2682	68	29	3217	3217	NUM
easat-2682	68	30	,	,	PUNCT
easat-2682	68	31	2024	2024	NUM
easat-2682	68	32	doi	doi	NOUN
easat-2682	68	33	:	:	PUNCT
easat-2682	68	34	10.55214/25768484.v8i6.2682	10.55214/25768484.v8i6.2682	PROPN
easat-2682	68	35	©	©	PROPN
easat-2682	68	36	2024	2024	NUM
easat-2682	68	37	by	by	ADP
easat-2682	68	38	the	the	DET
easat-2682	68	39	author	author	NOUN
easat-2682	68	40	;	;	PUNCT
easat-2682	68	41	licensee	licensee	PROPN
easat-2682	68	42	learning	learning	NOUN
easat-2682	68	43	gate	gate	NOUN
easat-2682	68	44	indicates	indicate	VERB
easat-2682	68	45	any	any	DET
easat-2682	68	46	number	number	NOUN
easat-2682	68	47	higher	high	ADJ
easat-2682	68	48	than	than	ADP
easat-2682	68	49	two	two	NUM
easat-2682	68	50	.	.	PUNCT
easat-2682	69	1	arabic	arabic	PROPN
easat-2682	69	2	has	have	VERB
easat-2682	69	3	also	also	ADV
easat-2682	69	4	very	very	ADV
easat-2682	69	5	diverse	diverse	ADJ
easat-2682	69	6	types	type	NOUN
easat-2682	69	7	of	of	ADP
easat-2682	69	8	orthographic	orthographic	ADJ
easat-2682	69	9	variations	variation	NOUN
easat-2682	69	10	.	.	PUNCT
easat-2682	70	1	they	they	PRON
easat-2682	70	2	are	be	AUX
easat-2682	70	3	very	very	ADV
easat-2682	70	4	common	common	ADJ
easat-2682	70	5	and	and	CCONJ
easat-2682	70	6	present	present	ADJ
easat-2682	70	7	real	real	ADJ
easat-2682	70	8	challenges	challenge	NOUN
easat-2682	70	9	for	for	ADP
easat-2682	70	10	arabic	arabic	ADJ
easat-2682	70	11	nlp	nlp	NOUN
easat-2682	70	12	systems	system	NOUN
easat-2682	70	13	.	.	PUNCT
easat-2682	71	1	over	over	ADP
easat-2682	71	2	the	the	DET
easat-2682	71	3	last	last	ADJ
easat-2682	71	4	decades	decade	NOUN
easat-2682	71	5	,	,	PUNCT
easat-2682	71	6	arabic	arabic	PROPN
easat-2682	71	7	has	have	AUX
easat-2682	71	8	become	become	VERB
easat-2682	71	9	one	one	NUM
easat-2682	71	10	of	of	ADP
easat-2682	71	11	the	the	DET
easat-2682	71	12	popular	popular	ADJ
easat-2682	71	13	areas	area	NOUN
easat-2682	71	14	of	of	ADP
easat-2682	71	15	research	research	NOUN
easat-2682	71	16	in	in	ADP
easat-2682	71	17	information	information	NOUN
easat-2682	71	18	retrieval	retrieval	NOUN
easat-2682	71	19	,	,	PUNCT
easat-2682	71	20	especially	especially	ADV
easat-2682	71	21	with	with	ADP
easat-2682	71	22	the	the	DET
easat-2682	71	23	explosive	explosive	ADJ
easat-2682	71	24	growth	growth	NOUN
easat-2682	71	25	of	of	ADP
easat-2682	71	26	the	the	DET
easat-2682	71	27	language	language	NOUN
easat-2682	71	28	on	on	ADP
easat-2682	71	29	the	the	DET
easat-2682	71	30	web	web	NOUN
easat-2682	71	31	,	,	PUNCT
easat-2682	71	32	which	which	PRON
easat-2682	71	33	shows	show	VERB
easat-2682	71	34	the	the	DET
easat-2682	71	35	need	need	NOUN
easat-2682	71	36	to	to	PART
easat-2682	71	37	develop	develop	VERB
easat-2682	71	38	good	good	ADJ
easat-2682	71	39	techniques	technique	NOUN
easat-2682	71	40	for	for	ADP
easat-2682	71	41	the	the	DET
easat-2682	71	42	increasing	increase	VERB
easat-2682	71	43	contents	content	NOUN
easat-2682	71	44	of	of	ADP
easat-2682	71	45	the	the	DET
easat-2682	71	46	language	language	NOUN
easat-2682	71	47	.	.	PUNCT
easat-2682	72	1	this	this	DET
easat-2682	72	2	increasing	increase	VERB
easat-2682	72	3	interest	interest	NOUN
easat-2682	72	4	in	in	ADP
easat-2682	72	5	arabic	arabic	ADJ
easat-2682	72	6	,	,	PUNCT
easat-2682	72	7	however	however	ADV
easat-2682	72	8	,	,	PUNCT
easat-2682	72	9	is	be	AUX
easat-2682	72	10	caused	cause	VERB
easat-2682	72	11	by	by	ADP
easat-2682	72	12	its	its	PRON
easat-2682	72	13	complex	complex	ADJ
easat-2682	72	14	morphology	morphology	NOUN
easat-2682	72	15	,	,	PUNCT
easat-2682	72	16	which	which	PRON
easat-2682	72	17	is	be	AUX
easat-2682	72	18	radically	radically	ADV
easat-2682	72	19	different	different	ADJ
easat-2682	72	20	from	from	ADP
easat-2682	72	21	the	the	DET
easat-2682	72	22	european	european	ADJ
easat-2682	72	23	and	and	CCONJ
easat-2682	72	24	east	east	ADJ
easat-2682	72	25	asian	asian	ADJ
easat-2682	72	26	languages	language	NOUN
easat-2682	72	27	(	(	PUNCT
easat-2682	72	28	20	20	NUM
easat-2682	72	29	)	)	PUNCT
easat-2682	72	30	.	.	PUNCT
easat-2682	73	1	additionally	additionally	ADV
easat-2682	73	2	,	,	PUNCT
easat-2682	73	3	arabic	arabic	ADJ
easat-2682	73	4	is	be	AUX
easat-2682	73	5	exceedingly	exceedingly	ADV
easat-2682	73	6	rich	rich	ADJ
easat-2682	73	7	in	in	ADP
easat-2682	73	8	its	its	PRON
easat-2682	73	9	derivational	derivational	ADJ
easat-2682	73	10	system	system	NOUN
easat-2682	73	11	and	and	CCONJ
easat-2682	73	12	contains	contain	VERB
easat-2682	73	13	complex	complex	ADJ
easat-2682	73	14	grammatical	grammatical	ADJ
easat-2682	73	15	rules	rule	NOUN
easat-2682	73	16	(	(	PUNCT
easat-2682	73	17	12	12	NUM
easat-2682	73	18	)	)	PUNCT
easat-2682	73	19	.	.	PUNCT
easat-2682	74	1	these	these	DET
easat-2682	74	2	characteristics	characteristic	NOUN
easat-2682	74	3	make	make	VERB
easat-2682	74	4	the	the	DET
easat-2682	74	5	language	language	NOUN
easat-2682	74	6	difficult	difficult	ADJ
easat-2682	74	7	to	to	PART
easat-2682	74	8	process	process	VERB
easat-2682	74	9	computationally	computationally	ADV
easat-2682	74	10	and	and	CCONJ
easat-2682	74	11	to	to	PART
easat-2682	74	12	analyze	analyze	VERB
easat-2682	74	13	morphologically	morphologically	ADV
easat-2682	74	14	since	since	ADV
easat-2682	74	15	,	,	PUNCT
easat-2682	74	16	in	in	ADP
easat-2682	74	17	the	the	DET
easat-2682	74	18	majority	majority	NOUN
easat-2682	74	19	of	of	ADP
easat-2682	74	20	circumstances	circumstance	NOUN
easat-2682	74	21	,	,	PUNCT
easat-2682	74	22	accurate	accurate	ADJ
easat-2682	74	23	keyword	keyword	NOUN
easat-2682	74	24	matching	matching	NOUN
easat-2682	74	25	between	between	ADP
easat-2682	74	26	documents	document	NOUN
easat-2682	74	27	and	and	CCONJ
easat-2682	74	28	user	user	NOUN
easat-2682	74	29	queries	query	NOUN
easat-2682	74	30	is	be	AUX
easat-2682	74	31	insufficient	insufficient	ADJ
easat-2682	74	32	.	.	PUNCT
easat-2682	75	1	4	4	X
easat-2682	75	2	.	.	X
easat-2682	75	3	maximum	maximum	ADJ
easat-2682	75	4	matching	matching	NOUN
easat-2682	75	5	model	model	NOUN
easat-2682	75	6	the	the	DET
easat-2682	75	7	maximum	maximum	ADJ
easat-2682	75	8	matching	matching	NOUN
easat-2682	75	9	technique	technique	NOUN
easat-2682	75	10	is	be	AUX
easat-2682	75	11	used	use	VERB
easat-2682	75	12	for	for	ADP
easat-2682	75	13	several	several	ADJ
easat-2682	75	14	nlp	nlp	NOUN
easat-2682	75	15	applications	application	NOUN
easat-2682	75	16	,	,	PUNCT
easat-2682	75	17	especially	especially	ADV
easat-2682	75	18	for	for	ADP
easat-2682	75	19	word	word	NOUN
easat-2682	75	20	tokenization	tokenization	NOUN
easat-2682	75	21	(	(	PUNCT
easat-2682	75	22	23	23	NUM
easat-2682	75	23	,	,	PUNCT
easat-2682	75	24	24	24	NUM
easat-2682	75	25	)	)	PUNCT
easat-2682	75	26	.	.	PUNCT
easat-2682	76	1	it	it	PRON
easat-2682	76	2	is	be	AUX
easat-2682	76	3	a	a	DET
easat-2682	76	4	rule	rule	NOUN
easat-2682	76	5	-	-	PUNCT
easat-2682	76	6	based	base	VERB
easat-2682	76	7	technique	technique	NOUN
easat-2682	76	8	for	for	ADP
easat-2682	76	9	longest	long	ADJ
easat-2682	76	10	matching	matching	NOUN
easat-2682	76	11	to	to	PART
easat-2682	76	12	accomplish	accomplish	VERB
easat-2682	76	13	the	the	DET
easat-2682	76	14	desired	desire	VERB
easat-2682	76	15	results	result	NOUN
easat-2682	76	16	(	(	PUNCT
easat-2682	76	17	25	25	NUM
easat-2682	76	18	)	)	PUNCT
easat-2682	76	19	.	.	PUNCT
easat-2682	77	1	through	through	ADP
easat-2682	77	2	the	the	DET
easat-2682	77	3	application	application	NOUN
easat-2682	77	4	of	of	ADP
easat-2682	77	5	the	the	DET
easat-2682	77	6	maximum	maximum	ADJ
easat-2682	77	7	matching	matching	NOUN
easat-2682	77	8	technique	technique	NOUN
easat-2682	77	9	,	,	PUNCT
easat-2682	77	10	word	word	NOUN
easat-2682	77	11	sense	sense	NOUN
easat-2682	77	12	information	information	NOUN
easat-2682	77	13	is	be	AUX
easat-2682	77	14	used	use	VERB
easat-2682	77	15	.	.	PUNCT
easat-2682	78	1	the	the	DET
easat-2682	78	2	longest	long	ADJ
easat-2682	78	3	matching	matching	NOUN
easat-2682	78	4	approach	approach	NOUN
easat-2682	78	5	is	be	AUX
easat-2682	78	6	used	use	VERB
easat-2682	78	7	by	by	ADP
easat-2682	78	8	the	the	DET
easat-2682	78	9	maximum	maximum	ADJ
easat-2682	78	10	matching	matching	NOUN
easat-2682	78	11	algorithm	algorithm	NOUN
easat-2682	78	12	.	.	PUNCT
easat-2682	79	1	the	the	DET
easat-2682	79	2	data	datum	NOUN
easat-2682	79	3	string	string	NOUN
easat-2682	79	4	is	be	AUX
easat-2682	79	5	matched	match	VERB
easat-2682	79	6	with	with	ADP
easat-2682	79	7	a	a	DET
easat-2682	79	8	dictionary	dictionary	ADJ
easat-2682	79	9	passage	passage	NOUN
easat-2682	79	10	using	use	VERB
easat-2682	79	11	the	the	DET
easat-2682	79	12	maximum	maximum	ADJ
easat-2682	79	13	matching	matching	NOUN
easat-2682	79	14	technique	technique	NOUN
easat-2682	79	15	,	,	PUNCT
easat-2682	79	16	and	and	CCONJ
easat-2682	79	17	the	the	DET
easat-2682	79	18	optimum	optimum	ADJ
easat-2682	79	19	tokenization	tokenization	NOUN
easat-2682	79	20	arrangement	arrangement	NOUN
easat-2682	79	21	is	be	AUX
easat-2682	79	22	chosen	choose	VERB
easat-2682	79	23	using	use	VERB
easat-2682	79	24	the	the	DET
easat-2682	79	25	shortest	short	ADJ
easat-2682	79	26	and	and	CCONJ
easat-2682	79	27	longest	long	ADJ
easat-2682	79	28	words	word	NOUN
easat-2682	79	29	(	(	PUNCT
easat-2682	79	30	26	26	NUM
easat-2682	79	31	,	,	PUNCT
easat-2682	79	32	27	27	NUM
easat-2682	79	33	)	)	PUNCT
easat-2682	79	34	.	.	PUNCT
easat-2682	80	1	this	this	DET
easat-2682	80	2	algorithm	algorithm	NOUN
easat-2682	80	3	searches	search	VERB
easat-2682	80	4	the	the	DET
easat-2682	80	5	longest	long	ADJ
easat-2682	80	6	matching	matching	NOUN
easat-2682	80	7	term	term	NOUN
easat-2682	80	8	in	in	ADP
easat-2682	80	9	a	a	DET
easat-2682	80	10	left	leave	VERB
easat-2682	80	11	-	-	PUNCT
easat-2682	80	12	to	to	ADP
easat-2682	80	13	-	-	PUNCT
easat-2682	80	14	right	right	NOUN
easat-2682	80	15	direction	direction	NOUN
easat-2682	80	16	(	(	PUNCT
easat-2682	80	17	suitable	suitable	ADJ
easat-2682	80	18	for	for	ADP
easat-2682	80	19	arabic	arabic	ADJ
easat-2682	80	20	material	material	NOUN
easat-2682	80	21	)	)	PUNCT
easat-2682	80	22	.	.	PUNCT
easat-2682	81	1	if	if	SCONJ
easat-2682	81	2	the	the	DET
easat-2682	81	3	sentence	sentence	NOUN
easat-2682	81	4	contains	contain	VERB
easat-2682	81	5	words	word	NOUN
easat-2682	81	6	with	with	ADP
easat-2682	81	7	only	only	ADV
easat-2682	81	8	one	one	NUM
easat-2682	81	9	character	character	NOUN
easat-2682	81	10	,	,	PUNCT
easat-2682	81	11	this	this	DET
easat-2682	81	12	algorithm	algorithm	NOUN
easat-2682	81	13	will	will	AUX
easat-2682	81	14	only	only	ADV
easat-2682	81	15	provide	provide	VERB
easat-2682	81	16	one	one	NUM
easat-2682	81	17	type	type	NOUN
easat-2682	81	18	of	of	ADP
easat-2682	81	19	arrangement	arrangement	NOUN
easat-2682	81	20	.	.	PUNCT
easat-2682	82	1	the	the	DET
easat-2682	82	2	coming	come	VERB
easat-2682	82	3	about	about	ADP
easat-2682	82	4	phrase	phrase	NOUN
easat-2682	82	5	tokenization	tokenization	NOUN
easat-2682	82	6	is	be	AUX
easat-2682	82	7	continually	continually	ADV
easat-2682	82	8	sub	sub	ADJ
easat-2682	82	9	-	-	ADJ
easat-2682	82	10	optimal	optimal	ADJ
easat-2682	82	11	because	because	SCONJ
easat-2682	82	12	the	the	DET
easat-2682	82	13	calculation	calculation	NOUN
easat-2682	82	14	locally	locally	ADV
easat-2682	82	15	determines	determine	VERB
easat-2682	82	16	the	the	DET
easat-2682	82	17	sections	section	NOUN
easat-2682	82	18	.	.	PUNCT
easat-2682	83	1	our	our	PRON
easat-2682	83	2	proposed	propose	VERB
easat-2682	83	3	approach	approach	NOUN
easat-2682	83	4	is	be	AUX
easat-2682	83	5	based	base	VERB
easat-2682	83	6	on	on	ADP
easat-2682	83	7	an	an	DET
easat-2682	83	8	arabic	arabic	ADJ
easat-2682	83	9	word	word	NOUN
easat-2682	83	10	tokenization	tokenization	NOUN
easat-2682	83	11	model	model	NOUN
easat-2682	83	12	that	that	PRON
easat-2682	83	13	uses	use	VERB
easat-2682	83	14	word	word	NOUN
easat-2682	83	15	sense	sense	NOUN
easat-2682	83	16	data	datum	NOUN
easat-2682	83	17	.	.	PUNCT
easat-2682	84	1	to	to	PART
easat-2682	84	2	complete	complete	VERB
easat-2682	84	3	the	the	DET
easat-2682	84	4	work	work	NOUN
easat-2682	84	5	at	at	ADP
easat-2682	84	6	hand	hand	NOUN
easat-2682	84	7	,	,	PUNCT
easat-2682	84	8	the	the	DET
easat-2682	84	9	maximum	maximum	ADJ
easat-2682	84	10	matching	matching	NOUN
easat-2682	84	11	technique	technique	NOUN
easat-2682	84	12	is	be	AUX
easat-2682	84	13	used	use	VERB
easat-2682	84	14	.	.	PUNCT
easat-2682	85	1	the	the	DET
easat-2682	85	2	dataset	dataset	NOUN
easat-2682	85	3	of	of	ADP
easat-2682	85	4	arabic	arabic	ADJ
easat-2682	85	5	word	word	NOUN
easat-2682	85	6	sense	sense	NOUN
easat-2682	85	7	information	information	NOUN
easat-2682	85	8	will	will	AUX
easat-2682	85	9	be	be	AUX
easat-2682	85	10	used	use	VERB
easat-2682	85	11	by	by	ADP
easat-2682	85	12	this	this	DET
easat-2682	85	13	method	method	NOUN
easat-2682	85	14	.	.	PUNCT
easat-2682	86	1	the	the	DET
easat-2682	86	2	longest	long	ADJ
easat-2682	86	3	and	and	CCONJ
easat-2682	86	4	shortest	short	ADJ
easat-2682	86	5	word	word	NOUN
easat-2682	86	6	from	from	ADP
easat-2682	86	7	among	among	ADP
easat-2682	86	8	all	all	DET
easat-2682	86	9	possible	possible	ADJ
easat-2682	86	10	tokenized	tokenized	ADJ
easat-2682	86	11	arrangements	arrangement	NOUN
easat-2682	86	12	is	be	AUX
easat-2682	86	13	selected	select	VERB
easat-2682	86	14	in	in	ADP
easat-2682	86	15	the	the	DET
easat-2682	86	16	maximum	maximum	ADJ
easat-2682	86	17	matching	matching	NOUN
easat-2682	86	18	algorithm	algorithm	NOUN
easat-2682	86	19	,	,	PUNCT
easat-2682	86	20	which	which	PRON
easat-2682	86	21	matches	match	VERB
easat-2682	86	22	character	character	NOUN
easat-2682	86	23	strings	string	NOUN
easat-2682	86	24	with	with	ADP
easat-2682	86	25	dictionary	dictionary	ADJ
easat-2682	86	26	passages	passage	NOUN
easat-2682	86	27	(	(	PUNCT
easat-2682	86	28	28	28	NUM
easat-2682	86	29	)	)	PUNCT
easat-2682	86	30	.	.	PUNCT
easat-2682	87	1	the	the	DET
easat-2682	87	2	program	program	NOUN
easat-2682	87	3	looks	look	VERB
easat-2682	87	4	for	for	ADP
easat-2682	87	5	the	the	DET
easat-2682	87	6	longest	long	ADJ
easat-2682	87	7	matching	matching	NOUN
easat-2682	87	8	word	word	NOUN
easat-2682	87	9	and	and	CCONJ
easat-2682	87	10	operates	operate	VERB
easat-2682	87	11	from	from	ADP
easat-2682	87	12	right	right	ADJ
easat-2682	87	13	to	to	ADP
easat-2682	87	14	left	left	ADJ
easat-2682	87	15	(	(	PUNCT
easat-2682	87	16	suitable	suitable	ADJ
easat-2682	87	17	for	for	ADP
easat-2682	87	18	arabic	arabic	ADJ
easat-2682	87	19	text	text	NOUN
easat-2682	87	20	)	)	PUNCT
easat-2682	87	21	.	.	PUNCT
easat-2682	88	1	if	if	SCONJ
easat-2682	88	2	the	the	DET
easat-2682	88	3	sentence	sentence	NOUN
easat-2682	88	4	contains	contain	VERB
easat-2682	88	5	words	word	NOUN
easat-2682	88	6	with	with	ADP
easat-2682	88	7	a	a	DET
easat-2682	88	8	single	single	ADJ
easat-2682	88	9	character	character	NOUN
easat-2682	88	10	,	,	PUNCT
easat-2682	88	11	this	this	DET
easat-2682	88	12	algorithm	algorithm	NOUN
easat-2682	88	13	will	will	AUX
easat-2682	88	14	provide	provide	VERB
easat-2682	88	15	a	a	DET
easat-2682	88	16	unique	unique	ADJ
easat-2682	88	17	arrangement	arrangement	NOUN
easat-2682	88	18	.	.	PUNCT
easat-2682	89	1	due	due	ADP
easat-2682	89	2	to	to	ADP
easat-2682	89	3	the	the	DET
easat-2682	89	4	algorithm	algorithm	NOUN
easat-2682	89	5	's	's	PART
easat-2682	89	6	local	local	ADJ
easat-2682	89	7	section	section	NOUN
easat-2682	89	8	determination	determination	NOUN
easat-2682	89	9	,	,	PUNCT
easat-2682	89	10	there	there	PRON
easat-2682	89	11	is	be	VERB
easat-2682	89	12	less	less	ADJ
easat-2682	89	13	need	need	NOUN
easat-2682	89	14	for	for	SCONJ
easat-2682	89	15	sentence	sentence	NOUN
easat-2682	89	16	tokenization	tokenization	NOUN
easat-2682	89	17	to	to	PART
easat-2682	89	18	occur	occur	VERB
easat-2682	89	19	.	.	PUNCT
easat-2682	90	1	fmm	fmm	PROPN
easat-2682	90	2	(	(	PUNCT
easat-2682	90	3	forward	forward	ADV
easat-2682	90	4	maximum	maximum	ADJ
easat-2682	90	5	matching	matching	NOUN
easat-2682	90	6	)	)	PUNCT
easat-2682	90	7	and	and	CCONJ
easat-2682	90	8	rmm	rmm	PROPN
easat-2682	90	9	(	(	PUNCT
easat-2682	90	10	reverse	reverse	VERB
easat-2682	90	11	maximum	maximum	ADJ
easat-2682	90	12	matching	matching	NOUN
easat-2682	90	13	)	)	PUNCT
easat-2682	90	14	are	be	AUX
easat-2682	90	15	two	two	NUM
easat-2682	90	16	methods	method	NOUN
easat-2682	90	17	via	via	ADP
easat-2682	90	18	which	which	PRON
easat-2682	90	19	this	this	DET
easat-2682	90	20	algorithm	algorithm	NOUN
easat-2682	90	21	operates	operate	VERB
easat-2682	90	22	.	.	PUNCT
easat-2682	91	1	while	while	SCONJ
easat-2682	91	2	the	the	DET
easat-2682	91	3	characters	character	NOUN
easat-2682	91	4	in	in	ADP
easat-2682	91	5	rmm	rmm	PROPN
easat-2682	91	6	are	be	AUX
easat-2682	91	7	checked	check	VERB
easat-2682	91	8	from	from	ADP
easat-2682	91	9	left	leave	VERB
easat-2682	91	10	to	to	ADP
easat-2682	91	11	right	right	NOUN
easat-2682	91	12	,	,	PUNCT
easat-2682	91	13	those	those	PRON
easat-2682	91	14	in	in	ADP
easat-2682	91	15	fmm	fmm	PROPN
easat-2682	91	16	are	be	AUX
easat-2682	91	17	checked	check	VERB
easat-2682	91	18	from	from	ADP
easat-2682	91	19	right	right	NOUN
easat-2682	91	20	to	to	AUX
easat-2682	91	21	left	left	VERB
easat-2682	91	22	.	.	PUNCT
easat-2682	92	1	in	in	ADP
easat-2682	92	2	our	our	PRON
easat-2682	92	3	research	research	NOUN
easat-2682	92	4	,	,	PUNCT
easat-2682	92	5	we	we	PRON
easat-2682	92	6	mostly	mostly	ADV
easat-2682	92	7	use	use	VERB
easat-2682	92	8	the	the	DET
easat-2682	92	9	maximum	maximum	ADJ
easat-2682	92	10	matching	matching	NOUN
easat-2682	92	11	model	model	NOUN
easat-2682	92	12	because	because	SCONJ
easat-2682	92	13	it	it	PRON
easat-2682	92	14	uses	use	VERB
easat-2682	92	15	fewer	few	ADJ
easat-2682	92	16	resources	resource	NOUN
easat-2682	92	17	than	than	ADP
easat-2682	92	18	machine	machine	NOUN
easat-2682	92	19	learning	learning	NOUN
easat-2682	92	20	approaches	approach	NOUN
easat-2682	92	21	,	,	PUNCT
easat-2682	92	22	a	a	DET
easat-2682	92	23	features	feature	NOUN
easat-2682	92	24	file	file	NOUN
easat-2682	92	25	is	be	AUX
easat-2682	92	26	not	not	PART
easat-2682	92	27	required	require	VERB
easat-2682	92	28	,	,	PUNCT
easat-2682	92	29	and	and	CCONJ
easat-2682	92	30	pre	pre	ADJ
easat-2682	92	31	-	-	ADJ
easat-2682	92	32	labeled	label	VERB
easat-2682	92	33	datasets	dataset	NOUN
easat-2682	92	34	are	be	AUX
easat-2682	92	35	not	not	PART
easat-2682	92	36	required	require	VERB
easat-2682	92	37	.	.	PUNCT
easat-2682	93	1	the	the	DET
easat-2682	93	2	proposed	propose	VERB
easat-2682	93	3	mechanism	mechanism	NOUN
easat-2682	93	4	for	for	ADP
easat-2682	93	5	arabic	arabic	ADJ
easat-2682	93	6	word	word	NOUN
easat-2682	93	7	tokenization	tokenization	NOUN
easat-2682	93	8	is	be	AUX
easat-2682	93	9	shown	show	VERB
easat-2682	93	10	in	in	ADP
easat-2682	93	11	figure	figure	NOUN
easat-2682	93	12	1	1	NUM
easat-2682	93	13	.	.	X
easat-2682	93	14	3213	3213	NUM
easat-2682	93	15	edelweiss	edelweiss	PROPN
easat-2682	93	16	applied	apply	VERB
easat-2682	93	17	science	science	NOUN
easat-2682	93	18	and	and	CCONJ
easat-2682	93	19	technology	technology	NOUN
easat-2682	93	20	issn	issn	PROPN
easat-2682	93	21	:	:	PUNCT
easat-2682	93	22	2576	2576	NUM
easat-2682	93	23	-	-	SYM
easat-2682	93	24	8484	8484	NUM
easat-2682	93	25	vol	vol	NOUN
easat-2682	93	26	.	.	PROPN
easat-2682	94	1	8	8	NUM
easat-2682	94	2	,	,	PUNCT
easat-2682	94	3	no	no	INTJ
easat-2682	94	4	.	.	NOUN
easat-2682	94	5	6	6	NUM
easat-2682	94	6	:	:	SYM
easat-2682	94	7	3210	3210	NUM
easat-2682	94	8	-	-	SYM
easat-2682	94	9	3217	3217	NUM
easat-2682	94	10	,	,	PUNCT
easat-2682	94	11	2024	2024	NUM
easat-2682	94	12	doi	doi	NOUN
easat-2682	94	13	:	:	PUNCT
easat-2682	94	14	10.55214/25768484.v8i6.2682	10.55214/25768484.v8i6.2682	PROPN
easat-2682	94	15	©	©	PROPN
easat-2682	94	16	2024	2024	NUM
easat-2682	94	17	by	by	ADP
easat-2682	94	18	the	the	DET
easat-2682	94	19	author	author	NOUN
easat-2682	94	20	;	;	PUNCT
easat-2682	94	21	licensee	licensee	PROPN
easat-2682	94	22	learning	learn	VERB
easat-2682	94	23	gate	gate	PROPN
easat-2682	94	24	figure	figure	NOUN
easat-2682	94	25	1	1	NUM
easat-2682	94	26	.	.	PUNCT
easat-2682	94	27	proposed	propose	VERB
easat-2682	94	28	technique	technique	NOUN
easat-2682	94	29	.	.	PUNCT
easat-2682	95	1	the	the	DET
easat-2682	95	2	proposed	propose	VERB
easat-2682	95	3	maximum	maximum	ADJ
easat-2682	95	4	matching	matching	NOUN
easat-2682	95	5	techniques	technique	NOUN
easat-2682	95	6	combined	combine	VERB
easat-2682	95	7	the	the	DET
easat-2682	95	8	results	result	NOUN
easat-2682	95	9	of	of	ADP
easat-2682	95	10	both	both	CCONJ
easat-2682	95	11	forward	forward	ADV
easat-2682	95	12	maximum	maximum	ADJ
easat-2682	95	13	matching	matching	NOUN
easat-2682	95	14	(	(	PUNCT
easat-2682	95	15	fmm	fmm	PROPN
easat-2682	95	16	)	)	PUNCT
easat-2682	95	17	and	and	CCONJ
easat-2682	95	18	reverse	reverse	VERB
easat-2682	95	19	maximum	maximum	ADJ
easat-2682	95	20	matching	matching	NOUN
easat-2682	95	21	(	(	PUNCT
easat-2682	95	22	rmm	rmm	NOUN
easat-2682	95	23	)	)	PUNCT
easat-2682	95	24	techniques	technique	NOUN
easat-2682	95	25	.	.	PUNCT
easat-2682	96	1	an	an	DET
easat-2682	96	2	arabic	arabic	ADJ
easat-2682	96	3	dictionary	dictionary	NOUN
easat-2682	96	4	is	be	AUX
easat-2682	96	5	used	use	VERB
easat-2682	96	6	for	for	ADP
easat-2682	96	7	forward	forward	ADV
easat-2682	96	8	and	and	CCONJ
easat-2682	96	9	reverse	reverse	VERB
easat-2682	96	10	maximum	maximum	ADJ
easat-2682	96	11	matching	matching	NOUN
easat-2682	96	12	(	(	PUNCT
easat-2682	96	13	29	29	NUM
easat-2682	96	14	)	)	PUNCT
easat-2682	96	15	.	.	PUNCT
easat-2682	97	1	these	these	DET
easat-2682	97	2	techniques	technique	NOUN
easat-2682	97	3	receive	receive	VERB
easat-2682	97	4	a	a	DET
easat-2682	97	5	single	single	ADJ
easat-2682	97	6	sentence	sentence	NOUN
easat-2682	97	7	as	as	ADP
easat-2682	97	8	input	input	NOUN
easat-2682	97	9	and	and	CCONJ
easat-2682	97	10	output	output	VERB
easat-2682	97	11	a	a	DET
easat-2682	97	12	tokenization	tokenization	NOUN
easat-2682	97	13	of	of	ADP
easat-2682	97	14	each	each	DET
easat-2682	97	15	word	word	NOUN
easat-2682	97	16	(	(	PUNCT
easat-2682	97	17	30	30	NUM
easat-2682	97	18	)	)	PUNCT
easat-2682	97	19	.	.	PUNCT
easat-2682	98	1	before	before	ADP
easat-2682	98	2	being	be	AUX
easat-2682	98	3	tokenized	tokenize	VERB
easat-2682	98	4	using	use	VERB
easat-2682	98	5	rmm	rmm	NOUN
easat-2682	98	6	,	,	PUNCT
easat-2682	98	7	the	the	DET
easat-2682	98	8	words	word	NOUN
easat-2682	98	9	are	be	AUX
easat-2682	98	10	first	first	ADV
easat-2682	98	11	tokenized	tokenize	VERB
easat-2682	98	12	using	use	VERB
easat-2682	98	13	fmm	fmm	PROPN
easat-2682	98	14	.	.	PUNCT
easat-2682	99	1	the	the	DET
easat-2682	99	2	output	output	NOUN
easat-2682	99	3	is	be	AUX
easat-2682	99	4	then	then	ADV
easat-2682	99	5	produced	produce	VERB
easat-2682	99	6	by	by	ADP
easat-2682	99	7	matching	match	VERB
easat-2682	99	8	the	the	DET
easat-2682	99	9	fmm	fmm	PROPN
easat-2682	99	10	and	and	CCONJ
easat-2682	99	11	rmm	rmm	PROPN
easat-2682	99	12	results	result	VERB
easat-2682	99	13	.	.	PUNCT
easat-2682	100	1	if	if	SCONJ
easat-2682	100	2	they	they	PRON
easat-2682	100	3	generate	generate	VERB
easat-2682	100	4	the	the	DET
easat-2682	100	5	same	same	ADJ
easat-2682	100	6	results	result	NOUN
easat-2682	100	7	then	then	ADV
easat-2682	100	8	the	the	DET
easat-2682	100	9	tokenization	tokenization	NOUN
easat-2682	100	10	is	be	AUX
easat-2682	100	11	clear	clear	ADJ
easat-2682	100	12	.	.	PUNCT
easat-2682	101	1	if	if	SCONJ
easat-2682	101	2	the	the	DET
easat-2682	101	3	fmm	fmm	PROPN
easat-2682	101	4	and	and	CCONJ
easat-2682	101	5	rmm	rmm	PROPN
easat-2682	101	6	results	result	NOUN
easat-2682	101	7	do	do	AUX
easat-2682	101	8	not	not	PART
easat-2682	101	9	agree	agree	VERB
easat-2682	101	10	,	,	PUNCT
easat-2682	101	11	the	the	DET
easat-2682	101	12	phrase	phrase	NOUN
easat-2682	101	13	will	will	AUX
easat-2682	101	14	be	be	AUX
easat-2682	101	15	declared	declare	VERB
easat-2682	101	16	unclear	unclear	ADJ
easat-2682	101	17	.	.	PUNCT
easat-2682	102	1	tokenization	tokenization	NOUN
easat-2682	102	2	is	be	AUX
easat-2682	102	3	carried	carry	VERB
easat-2682	102	4	out	out	ADP
easat-2682	102	5	from	from	ADP
easat-2682	102	6	right	right	NOUN
easat-2682	102	7	to	to	ADP
easat-2682	102	8	left	leave	VERB
easat-2682	102	9	when	when	SCONJ
easat-2682	102	10	using	use	VERB
easat-2682	102	11	fmm	fmm	NOUN
easat-2682	102	12	by	by	ADP
easat-2682	102	13	considering	consider	VERB
easat-2682	102	14	the	the	DET
easat-2682	102	15	longest	long	ADJ
easat-2682	102	16	maximum	maximum	ADJ
easat-2682	102	17	matching	matching	NOUN
easat-2682	102	18	and	and	CCONJ
easat-2682	102	19	verifying	verify	VERB
easat-2682	102	20	each	each	DET
easat-2682	102	21	character	character	NOUN
easat-2682	102	22	separately	separately	ADV
easat-2682	102	23	(	(	PUNCT
easat-2682	102	24	24	24	NUM
easat-2682	102	25	,	,	PUNCT
easat-2682	102	26	31	31	NUM
easat-2682	102	27	,	,	PUNCT
easat-2682	102	28	32	32	NUM
easat-2682	102	29	)	)	PUNCT
easat-2682	102	30	.	.	PUNCT
easat-2682	103	1	for	for	ADP
easat-2682	103	2	instance	instance	NOUN
easat-2682	103	3	,	,	PUNCT
easat-2682	103	4	the	the	DET
easat-2682	103	5	following	follow	VERB
easat-2682	103	6	text	text	NOUN
easat-2682	103	7	tokenizes	tokenize	VERB
easat-2682	103	8	the	the	DET
easat-2682	103	9	arabic	arabic	ADJ
easat-2682	103	10	words	word	NOUN
easat-2682	103	11	using	use	VERB
easat-2682	103	12	the	the	DET
easat-2682	103	13	fmm	fmm	PROPN
easat-2682	103	14	approach	approach	NOUN
easat-2682	103	15	.	.	PUNCT
easat-2682	104	1	”	"	PUNCT
easat-2682	104	2	meaning	mean	VERB
easat-2682	104	3	“	"	PUNCT
easat-2682	104	4	going	go	VERB
easat-2682	104	5	to	to	ADP
easat-2682	104	6	school	school	NOUN
easat-2682	104	7	الذهاب	الذهاب	NOUN
easat-2682	104	8	إلى	إلى	NOUN
easat-2682	104	9	المدرسة	المدرسة	NOUN
easat-2682	104	10	3214	3214	NUM
easat-2682	104	11	edelweiss	edelweiss	PROPN
easat-2682	104	12	applied	apply	VERB
easat-2682	104	13	science	science	NOUN
easat-2682	104	14	and	and	CCONJ
easat-2682	104	15	technology	technology	NOUN
easat-2682	104	16	issn	issn	PROPN
easat-2682	104	17	:	:	PUNCT
easat-2682	104	18	2576	2576	NUM
easat-2682	104	19	-	-	SYM
easat-2682	104	20	8484	8484	NUM
easat-2682	104	21	vol	vol	NOUN
easat-2682	104	22	.	.	PROPN
easat-2682	104	23	8	8	NUM
easat-2682	104	24	,	,	PUNCT
easat-2682	104	25	no	no	INTJ
easat-2682	104	26	.	.	NOUN
easat-2682	104	27	6	6	NUM
easat-2682	104	28	:	:	SYM
easat-2682	104	29	3210	3210	NUM
easat-2682	104	30	-	-	SYM
easat-2682	104	31	3217	3217	NUM
easat-2682	104	32	,	,	PUNCT
easat-2682	104	33	2024	2024	NUM
easat-2682	104	34	doi	doi	NOUN
easat-2682	104	35	:	:	PUNCT
easat-2682	104	36	10.55214/25768484.v8i6.2682	10.55214/25768484.v8i6.2682	PROPN
easat-2682	104	37	©	©	PROPN
easat-2682	104	38	2024	2024	NUM
easat-2682	104	39	by	by	ADP
easat-2682	104	40	the	the	DET
easat-2682	104	41	author	author	NOUN
easat-2682	104	42	;	;	PUNCT
easat-2682	104	43	licensee	licensee	PROPN
easat-2682	104	44	learning	learn	VERB
easat-2682	104	45	gate	gate	NOUN
easat-2682	104	46	figure	figure	NOUN
easat-2682	104	47	2	2	NUM
easat-2682	104	48	.	.	PUNCT
easat-2682	104	49	in	in	ADP
easat-2682	104	50	rmm	rmm	NOUN
easat-2682	104	51	,	,	PUNCT
easat-2682	104	52	word	word	NOUN
easat-2682	104	53	tokenization	tokenization	NOUN
easat-2682	104	54	is	be	AUX
easat-2682	104	55	started	start	VERB
easat-2682	104	56	from	from	ADP
easat-2682	104	57	left	leave	VERB
easat-2682	104	58	to	to	ADP
easat-2682	104	59	right	right	ADJ
easat-2682	104	60	direction	direction	NOUN
easat-2682	104	61	(	(	PUNCT
easat-2682	104	62	33	33	NUM
easat-2682	104	63	)	)	PUNCT
easat-2682	104	64	.	.	PUNCT
easat-2682	105	1	during	during	ADP
easat-2682	105	2	tokenization	tokenization	NOUN
easat-2682	105	3	,	,	PUNCT
easat-2682	105	4	the	the	DET
easat-2682	105	5	last	last	ADJ
easat-2682	105	6	character	character	NOUN
easat-2682	105	7	of	of	ADP
easat-2682	105	8	the	the	DET
easat-2682	105	9	word	word	NOUN
easat-2682	105	10	is	be	AUX
easat-2682	105	11	selected	select	VERB
easat-2682	105	12	and	and	CCONJ
easat-2682	105	13	then	then	ADV
easat-2682	105	14	matched	match	VERB
easat-2682	105	15	against	against	ADP
easat-2682	105	16	the	the	DET
easat-2682	105	17	stored	store	VERB
easat-2682	105	18	knowledge	knowledge	NOUN
easat-2682	105	19	.	.	PUNCT
easat-2682	106	1	considering	consider	VERB
easat-2682	106	2	the	the	DET
easat-2682	106	3	previous	previous	ADJ
easat-2682	106	4	example	example	NOUN
easat-2682	106	5	,	,	PUNCT
easat-2682	106	6	the	the	DET
easat-2682	106	7	rmm	rmm	PROPN
easat-2682	106	8	approach	approach	NOUN
easat-2682	106	9	is	be	AUX
easat-2682	106	10	shown	show	VERB
easat-2682	106	11	below	below	ADP
easat-2682	106	12	:	:	PUNCT
easat-2682	106	13	3215	3215	NUM
easat-2682	106	14	edelweiss	edelweiss	PROPN
easat-2682	106	15	applied	apply	VERB
easat-2682	106	16	science	science	NOUN
easat-2682	106	17	and	and	CCONJ
easat-2682	106	18	technology	technology	NOUN
easat-2682	106	19	issn	issn	PROPN
easat-2682	106	20	:	:	PUNCT
easat-2682	106	21	2576	2576	NUM
easat-2682	106	22	-	-	SYM
easat-2682	106	23	8484	8484	NUM
easat-2682	106	24	vol	vol	NOUN
easat-2682	106	25	.	.	PROPN
easat-2682	106	26	8	8	NUM
easat-2682	106	27	,	,	PUNCT
easat-2682	106	28	no	no	INTJ
easat-2682	106	29	.	.	NOUN
easat-2682	106	30	6	6	NUM
easat-2682	106	31	:	:	SYM
easat-2682	106	32	3210	3210	NUM
easat-2682	106	33	-	-	SYM
easat-2682	106	34	3217	3217	NUM
easat-2682	106	35	,	,	PUNCT
easat-2682	106	36	2024	2024	NUM
easat-2682	106	37	doi	doi	NOUN
easat-2682	106	38	:	:	PUNCT
easat-2682	106	39	10.55214/25768484.v8i6.2682	10.55214/25768484.v8i6.2682	PROPN
easat-2682	106	40	©	©	PROPN
easat-2682	106	41	2024	2024	NUM
easat-2682	106	42	by	by	ADP
easat-2682	106	43	the	the	DET
easat-2682	106	44	author	author	NOUN
easat-2682	106	45	;	;	PUNCT
easat-2682	106	46	licensee	licensee	PROPN
easat-2682	106	47	learning	learn	VERB
easat-2682	106	48	gate	gate	PROPN
easat-2682	106	49	figure	figure	NOUN
easat-2682	106	50	3	3	NUM
easat-2682	106	51	.	.	NOUN
easat-2682	106	52	5	5	NUM
easat-2682	106	53	.	.	X
easat-2682	106	54	evaluation	evaluation	NOUN
easat-2682	106	55	and	and	CCONJ
easat-2682	106	56	results	result	VERB
easat-2682	106	57	a	a	DET
easat-2682	106	58	simple	simple	ADJ
easat-2682	106	59	arabic	arabic	ADJ
easat-2682	106	60	dataset	dataset	NOUN
easat-2682	106	61	is	be	AUX
easat-2682	106	62	used	use	VERB
easat-2682	106	63	to	to	PART
easat-2682	106	64	test	test	VERB
easat-2682	106	65	the	the	DET
easat-2682	106	66	proposed	propose	VERB
easat-2682	106	67	mechanism	mechanism	NOUN
easat-2682	106	68	.	.	PUNCT
easat-2682	107	1	precision	precision	NOUN
easat-2682	107	2	,	,	PUNCT
easat-2682	107	3	recall	recall	NOUN
easat-2682	107	4	,	,	PUNCT
easat-2682	107	5	and	and	CCONJ
easat-2682	107	6	f	f	X
easat-2682	107	7	-	-	PUNCT
easat-2682	107	8	measure	measure	NOUN
easat-2682	107	9	(	(	PUNCT
easat-2682	107	10	fscore	fscore	NOUN
easat-2682	107	11	)	)	PUNCT
easat-2682	107	12	are	be	AUX
easat-2682	107	13	calculated	calculate	VERB
easat-2682	107	14	to	to	PART
easat-2682	107	15	evaluate	evaluate	VERB
easat-2682	107	16	the	the	DET
easat-2682	107	17	arabic	arabic	ADJ
easat-2682	107	18	tokenization	tokenization	NOUN
easat-2682	107	19	system	system	NOUN
easat-2682	107	20	.	.	PUNCT
easat-2682	108	1	precision	precision	NOUN
easat-2682	108	2	is	be	AUX
easat-2682	108	3	the	the	DET
easat-2682	108	4	similarity	similarity	NOUN
easat-2682	108	5	of	of	ADP
easat-2682	108	6	two	two	NUM
easat-2682	108	7	or	or	CCONJ
easat-2682	108	8	more	more	ADJ
easat-2682	108	9	evaluations	evaluation	NOUN
easat-2682	108	10	.	.	PUNCT
easat-2682	109	1	precision	precision	NOUN
easat-2682	109	2	and	and	CCONJ
easat-2682	109	3	recall	recall	NOUN
easat-2682	109	4	have	have	VERB
easat-2682	109	5	the	the	DET
easat-2682	109	6	opposite	opposite	ADJ
easat-2682	109	7	relationship	relationship	NOUN
easat-2682	109	8	;	;	PUNCT
easat-2682	109	9	as	as	ADP
easat-2682	109	10	accuracy	accuracy	NOUN
easat-2682	109	11	increases	increase	NOUN
easat-2682	109	12	,	,	PUNCT
easat-2682	109	13	memory	memory	NOUN
easat-2682	109	14	declines	decline	VERB
easat-2682	109	15	.	.	PUNCT
easat-2682	110	1	the	the	DET
easat-2682	110	2	harmonic	harmonic	ADJ
easat-2682	110	3	mean	mean	NOUN
easat-2682	110	4	of	of	ADP
easat-2682	110	5	precision	precision	NOUN
easat-2682	110	6	and	and	CCONJ
easat-2682	110	7	recall	recall	NOUN
easat-2682	110	8	is	be	AUX
easat-2682	110	9	used	use	VERB
easat-2682	110	10	to	to	PART
easat-2682	110	11	calculate	calculate	VERB
easat-2682	110	12	the	the	DET
easat-2682	110	13	f	f	NOUN
easat-2682	110	14	-	-	PUNCT
easat-2682	110	15	measure	measure	NOUN
easat-2682	110	16	.	.	PUNCT
easat-2682	111	1	the	the	DET
easat-2682	111	2	dataset	dataset	NOUN
easat-2682	111	3	is	be	AUX
easat-2682	111	4	collected	collect	VERB
easat-2682	111	5	from	from	ADP
easat-2682	111	6	various	various	ADJ
easat-2682	111	7	arabic	arabic	ADJ
easat-2682	111	8	newspapers	newspaper	NOUN
easat-2682	111	9	and	and	CCONJ
easat-2682	111	10	online	online	ADJ
easat-2682	111	11	websites	website	NOUN
easat-2682	111	12	.	.	PUNCT
easat-2682	112	1	accuracy	accuracy	NOUN
easat-2682	112	2	represents	represent	VERB
easat-2682	112	3	the	the	DET
easat-2682	112	4	number	number	NOUN
easat-2682	112	5	of	of	ADP
easat-2682	112	6	correctly	correctly	ADV
easat-2682	112	7	tokenized	tokenize	VERB
easat-2682	112	8	text	text	NOUN
easat-2682	112	9	over	over	ADP
easat-2682	112	10	the	the	DET
easat-2682	112	11	total	total	ADJ
easat-2682	112	12	number	number	NOUN
easat-2682	112	13	of	of	ADP
easat-2682	112	14	text	text	NOUN
easat-2682	112	15	instances	instance	NOUN
easat-2682	112	16	.	.	PUNCT
easat-2682	113	1	accuracy	accuracy	NOUN
easat-2682	113	2	=	=	SYM
easat-2682	113	3	(	(	PUNCT
easat-2682	113	4	tn	tn	NOUN
easat-2682	113	5	+	+	CCONJ
easat-2682	113	6	tp)/(tn	tp)/(tn	NUM
easat-2682	113	7	+	+	X
easat-2682	113	8	fp	fp	X
easat-2682	113	9	+	+	NUM
easat-2682	113	10	tp	tp	X
easat-2682	113	11	+	+	CCONJ
easat-2682	113	12	fn	fn	NOUN
easat-2682	113	13	)	)	PUNCT
easat-2682	113	14	(	(	PUNCT
easat-2682	113	15	1	1	X
easat-2682	113	16	)	)	PUNCT
easat-2682	113	17	where	where	SCONJ
easat-2682	113	18	tn	tn	NOUN
easat-2682	113	19	=	=	PUNCT
easat-2682	113	20	true	true	ADJ
easat-2682	113	21	negative	negative	ADJ
easat-2682	113	22	,	,	PUNCT
easat-2682	113	23	fp	fp	PROPN
easat-2682	113	24	=	=	NUM
easat-2682	113	25	false	false	ADJ
easat-2682	113	26	positive	positive	ADJ
easat-2682	113	27	,	,	PUNCT
easat-2682	113	28	tp	tp	ADP
easat-2682	113	29	=	=	PUNCT
easat-2682	113	30	true	true	ADJ
easat-2682	113	31	positive	positive	ADJ
easat-2682	113	32	and	and	CCONJ
easat-2682	113	33	fn	fn	NOUN
easat-2682	113	34	=	=	NOUN
easat-2682	113	35	false	false	ADJ
easat-2682	113	36	negative	negative	ADJ
easat-2682	113	37	as	as	SCONJ
easat-2682	113	38	the	the	DET
easat-2682	113	39	accuracy	accuracy	NOUN
easat-2682	113	40	is	be	AUX
easat-2682	113	41	not	not	PART
easat-2682	113	42	a	a	DET
easat-2682	113	43	good	good	ADJ
easat-2682	113	44	metric	metric	NOUN
easat-2682	113	45	when	when	SCONJ
easat-2682	113	46	the	the	DET
easat-2682	113	47	dataset	dataset	NOUN
easat-2682	113	48	is	be	AUX
easat-2682	113	49	unbalanced	unbalanced	ADJ
easat-2682	113	50	the	the	DET
easat-2682	113	51	accuracy	accuracy	NOUN
easat-2682	113	52	of	of	ADP
easat-2682	113	53	the	the	DET
easat-2682	113	54	system	system	NOUN
easat-2682	113	55	is	be	AUX
easat-2682	113	56	not	not	PART
easat-2682	113	57	calculated	calculate	VERB
easat-2682	113	58	here	here	ADV
easat-2682	113	59	for	for	ADP
easat-2682	113	60	arabic	arabic	ADJ
easat-2682	113	61	text	text	NOUN
easat-2682	113	62	tokenization	tokenization	NOUN
easat-2682	113	63	.	.	PUNCT
easat-2682	114	1	precision	precision	NOUN
easat-2682	114	2	is	be	AUX
easat-2682	114	3	a	a	DET
easat-2682	114	4	measure	measure	NOUN
easat-2682	114	5	of	of	ADP
easat-2682	114	6	how	how	SCONJ
easat-2682	114	7	many	many	ADJ
easat-2682	114	8	of	of	ADP
easat-2682	114	9	the	the	DET
easat-2682	114	10	positive	positive	ADJ
easat-2682	114	11	predictions	prediction	NOUN
easat-2682	114	12	about	about	ADP
easat-2682	114	13	the	the	DET
easat-2682	114	14	tokens	token	NOUN
easat-2682	114	15	made	make	VERB
easat-2682	114	16	are	be	AUX
easat-2682	114	17	correct	correct	ADJ
easat-2682	114	18	(	(	PUNCT
easat-2682	114	19	true	true	ADJ
easat-2682	114	20	positives	positive	NOUN
easat-2682	114	21	)	)	PUNCT
easat-2682	114	22	.	.	PUNCT
easat-2682	115	1	precision	precision	NOUN
easat-2682	115	2	=	=	SYM
easat-2682	115	3	tp/(tp	tp/(tp	PROPN
easat-2682	115	4	+	+	CCONJ
easat-2682	115	5	fp	fp	X
easat-2682	115	6	)	)	PUNCT
easat-2682	115	7	(	(	PUNCT
easat-2682	115	8	2	2	X
easat-2682	115	9	)	)	PUNCT
easat-2682	115	10	recall	recall	NOUN
easat-2682	115	11	is	be	AUX
easat-2682	115	12	a	a	DET
easat-2682	115	13	measure	measure	NOUN
easat-2682	115	14	of	of	ADP
easat-2682	115	15	how	how	SCONJ
easat-2682	115	16	many	many	ADJ
easat-2682	115	17	of	of	ADP
easat-2682	115	18	the	the	DET
easat-2682	115	19	positive	positive	ADJ
easat-2682	115	20	cases	case	NOUN
easat-2682	115	21	the	the	DET
easat-2682	115	22	system	system	NOUN
easat-2682	115	23	correctly	correctly	ADV
easat-2682	115	24	predicted	predict	VERB
easat-2682	115	25	,	,	PUNCT
easat-2682	115	26	over	over	ADP
easat-2682	115	27	all	all	DET
easat-2682	115	28	the	the	DET
easat-2682	115	29	positive	positive	ADJ
easat-2682	115	30	cases	case	NOUN
easat-2682	115	31	in	in	ADP
easat-2682	115	32	the	the	DET
easat-2682	115	33	text	text	NOUN
easat-2682	115	34	.	.	PUNCT
easat-2682	116	1	it	it	PRON
easat-2682	116	2	is	be	AUX
easat-2682	116	3	sometimes	sometimes	ADV
easat-2682	116	4	also	also	ADV
easat-2682	116	5	referred	refer	VERB
easat-2682	116	6	to	to	ADP
easat-2682	116	7	as	as	ADP
easat-2682	116	8	sensitivity	sensitivity	NOUN
easat-2682	116	9	.	.	PUNCT
easat-2682	117	1	recall	recall	NOUN
easat-2682	117	2	=	=	SYM
easat-2682	117	3	tp/(tp	tp/(tp	PROPN
easat-2682	117	4	+	+	CCONJ
easat-2682	117	5	fn	fn	NOUN
easat-2682	117	6	)	)	PUNCT
easat-2682	117	7	(	(	PUNCT
easat-2682	117	8	3	3	X
easat-2682	117	9	)	)	PUNCT
easat-2682	117	10	f	f	NOUN
easat-2682	117	11	score	score	NOUN
easat-2682	117	12	is	be	AUX
easat-2682	117	13	the	the	DET
easat-2682	117	14	combination	combination	NOUN
easat-2682	117	15	of	of	ADP
easat-2682	117	16	precision	precision	NOUN
easat-2682	117	17	and	and	CCONJ
easat-2682	117	18	recall	recall	NOUN
easat-2682	117	19	.	.	PUNCT
easat-2682	118	1	it	it	PRON
easat-2682	118	2	is	be	AUX
easat-2682	118	3	the	the	DET
easat-2682	118	4	harmonic	harmonic	ADJ
easat-2682	118	5	mean	mean	NOUN
easat-2682	118	6	of	of	ADP
easat-2682	118	7	the	the	DET
easat-2682	118	8	two	two	NUM
easat-2682	118	9	values	value	NOUN
easat-2682	118	10	.	.	PUNCT
easat-2682	119	1	the	the	DET
easat-2682	119	2	harmonic	harmonic	ADJ
easat-2682	119	3	mean	mean	NOUN
easat-2682	119	4	is	be	AUX
easat-2682	119	5	just	just	ADV
easat-2682	119	6	another	another	DET
easat-2682	119	7	way	way	NOUN
easat-2682	119	8	to	to	PART
easat-2682	119	9	calculate	calculate	VERB
easat-2682	119	10	an	an	DET
easat-2682	119	11	average	average	NOUN
easat-2682	119	12	which	which	PRON
easat-2682	119	13	is	be	AUX
easat-2682	119	14	generally	generally	ADV
easat-2682	119	15	described	describe	VERB
easat-2682	119	16	as	as	ADP
easat-2682	119	17	more	more	ADV
easat-2682	119	18	suitable	suitable	ADJ
easat-2682	119	19	for	for	ADP
easat-2682	119	20	ratios	ratio	NOUN
easat-2682	119	21	than	than	ADP
easat-2682	119	22	the	the	DET
easat-2682	119	23	traditional	traditional	ADJ
easat-2682	119	24	arithmetic	arithmetic	ADJ
easat-2682	119	25	mean	mean	NOUN
easat-2682	119	26	.	.	PUNCT
easat-2682	120	1	f	f	NOUN
easat-2682	120	2	score	score	NOUN
easat-2682	121	1	=	=	SYM
easat-2682	121	2	2	2	NUM
easat-2682	121	3	×	×	NOUN
easat-2682	121	4	(	(	PUNCT
easat-2682	121	5	precision	precision	NOUN
easat-2682	121	6	×	×	PROPN
easat-2682	121	7	recall)/(precision	recall)/(precision	NOUN
easat-2682	121	8	+	+	CCONJ
easat-2682	121	9	recall	recall	NOUN
easat-2682	121	10	)	)	PUNCT
easat-2682	121	11	(	(	PUNCT
easat-2682	121	12	4	4	X
easat-2682	121	13	)	)	PUNCT
easat-2682	121	14	3216	3216	NUM
easat-2682	121	15	edelweiss	edelweiss	PROPN
easat-2682	121	16	applied	apply	VERB
easat-2682	121	17	science	science	NOUN
easat-2682	121	18	and	and	CCONJ
easat-2682	121	19	technology	technology	NOUN
easat-2682	121	20	issn	issn	PROPN
easat-2682	121	21	:	:	PUNCT
easat-2682	121	22	2576	2576	NUM
easat-2682	121	23	-	-	SYM
easat-2682	121	24	8484	8484	NUM
easat-2682	121	25	vol	vol	NOUN
easat-2682	121	26	.	.	PROPN
easat-2682	121	27	8	8	NUM
easat-2682	121	28	,	,	PUNCT
easat-2682	121	29	no	no	INTJ
easat-2682	121	30	.	.	NOUN
easat-2682	121	31	6	6	NUM
easat-2682	121	32	:	:	SYM
easat-2682	121	33	3210	3210	NUM
easat-2682	121	34	-	-	SYM
easat-2682	121	35	3217	3217	NUM
easat-2682	121	36	,	,	PUNCT
easat-2682	121	37	2024	2024	NUM
easat-2682	121	38	doi	doi	NOUN
easat-2682	121	39	:	:	PUNCT
easat-2682	121	40	10.55214/25768484.v8i6.2682	10.55214/25768484.v8i6.2682	PROPN
easat-2682	121	41	©	©	PROPN
easat-2682	121	42	2024	2024	NUM
easat-2682	121	43	by	by	ADP
easat-2682	121	44	the	the	DET
easat-2682	121	45	author	author	NOUN
easat-2682	121	46	;	;	PUNCT
easat-2682	121	47	licensee	licensee	PROPN
easat-2682	121	48	learning	learning	NOUN
easat-2682	121	49	gate	gate	VERB
easat-2682	121	50	the	the	DET
easat-2682	121	51	proposed	propose	VERB
easat-2682	121	52	system	system	NOUN
easat-2682	121	53	is	be	AUX
easat-2682	121	54	created	create	VERB
easat-2682	121	55	using	use	VERB
easat-2682	121	56	pycharm	pycharm	NOUN
easat-2682	121	57	which	which	PRON
easat-2682	121	58	is	be	AUX
easat-2682	121	59	an	an	DET
easat-2682	121	60	integrated	integrate	VERB
easat-2682	121	61	development	development	NOUN
easat-2682	121	62	environment	environment	NOUN
easat-2682	121	63	(	(	PUNCT
easat-2682	121	64	ide	ide	NOUN
easat-2682	121	65	)	)	PUNCT
easat-2682	121	66	for	for	ADP
easat-2682	121	67	python	python	NOUN
easat-2682	121	68	programming	programming	NOUN
easat-2682	121	69	language	language	NOUN
easat-2682	121	70	.	.	PUNCT
easat-2682	122	1	precision	precision	NOUN
easat-2682	122	2	,	,	PUNCT
easat-2682	122	3	recall	recall	NOUN
easat-2682	122	4	,	,	PUNCT
easat-2682	122	5	and	and	CCONJ
easat-2682	122	6	f	f	X
easat-2682	122	7	-	-	PUNCT
easat-2682	122	8	measure	measure	NOUN
easat-2682	122	9	(	(	PUNCT
easat-2682	122	10	f	f	X
easat-2682	122	11	-	-	PUNCT
easat-2682	122	12	score	score	NOUN
easat-2682	122	13	)	)	PUNCT
easat-2682	122	14	evaluations	evaluation	NOUN
easat-2682	122	15	have	have	AUX
easat-2682	122	16	been	be	AUX
easat-2682	122	17	used	use	VERB
easat-2682	122	18	to	to	PART
easat-2682	122	19	determine	determine	VERB
easat-2682	122	20	the	the	DET
easat-2682	122	21	overall	overall	ADJ
easat-2682	122	22	effectiveness	effectiveness	NOUN
easat-2682	122	23	of	of	ADP
easat-2682	122	24	the	the	DET
easat-2682	122	25	proposed	propose	VERB
easat-2682	122	26	system	system	NOUN
easat-2682	122	27	.	.	PUNCT
easat-2682	123	1	the	the	DET
easat-2682	123	2	values	value	NOUN
easat-2682	123	3	for	for	ADP
easat-2682	123	4	accuracy	accuracy	NOUN
easat-2682	123	5	,	,	PUNCT
easat-2682	123	6	recall	recall	NOUN
easat-2682	123	7	,	,	PUNCT
easat-2682	123	8	and	and	CCONJ
easat-2682	123	9	f	f	X
easat-2682	123	10	-	-	PUNCT
easat-2682	123	11	score	score	NOUN
easat-2682	123	12	for	for	ADP
easat-2682	123	13	the	the	DET
easat-2682	123	14	tested	test	VERB
easat-2682	123	15	arabic	arabic	ADJ
easat-2682	123	16	text	text	NOUN
easat-2682	123	17	are	be	AUX
easat-2682	123	18	displayed	display	VERB
easat-2682	123	19	below	below	ADP
easat-2682	123	20	table	table	NOUN
easat-2682	123	21	1	1	NUM
easat-2682	123	22	.	.	PUNCT
easat-2682	123	23	table	table	NOUN
easat-2682	123	24	1	1	NUM
easat-2682	123	25	.	.	PUNCT
easat-2682	123	26	recall	recall	NOUN
easat-2682	123	27	,	,	PUNCT
easat-2682	123	28	precision	precision	NOUN
easat-2682	123	29	,	,	PUNCT
easat-2682	123	30	and	and	CCONJ
easat-2682	123	31	f	f	X
easat-2682	123	32	-	-	PUNCT
easat-2682	123	33	score	score	NOUN
easat-2682	123	34	measures	measure	NOUN
easat-2682	123	35	for	for	ADP
easat-2682	123	36	arabic	arabic	ADJ
easat-2682	123	37	text	text	NOUN
easat-2682	123	38	tokenization	tokenization	NOUN
easat-2682	123	39	.	.	PUNCT
easat-2682	124	1	source	source	NOUN
easat-2682	124	2	words	word	NOUN
easat-2682	124	3	precision	precision	PROPN
easat-2682	124	4	recall	recall	VERB
easat-2682	124	5	al	al	PROPN
easat-2682	124	6	-	-	PUNCT
easat-2682	124	7	bayan1	bayan1	VERB
easat-2682	124	8	1550	1550	NUM
easat-2682	124	9	97	97	NUM
easat-2682	124	10	%	%	NOUN
easat-2682	124	11	50	50	NUM
easat-2682	124	12	%	%	NOUN
easat-2682	124	13	al	al	PROPN
easat-2682	124	14	anbaa2	anbaa2	PROPN
easat-2682	124	15	1110	1110	NUM
easat-2682	124	16	97	97	NUM
easat-2682	124	17	%	%	NOUN
easat-2682	124	18	49	49	NUM
easat-2682	124	19	%	%	NOUN
easat-2682	124	20	al	al	PROPN
easat-2682	124	21	watan3	watan3	PROPN
easat-2682	124	22	1210	1210	NUM
easat-2682	124	23	96	96	NUM
easat-2682	124	24	%	%	NOUN
easat-2682	124	25	49	49	NUM
easat-2682	124	26	%	%	NOUN
easat-2682	124	27	asharq	asharq	PROPN
easat-2682	124	28	al	al	PROPN
easat-2682	124	29	-	-	PUNCT
easat-2682	124	30	awsat4	awsat4	PROPN
easat-2682	124	31	1220	1220	NUM
easat-2682	124	32	97	97	NUM
easat-2682	124	33	%	%	NOUN
easat-2682	124	34	50	50	NUM
easat-2682	124	35	%	%	NOUN
easat-2682	124	36	6	6	NUM
easat-2682	124	37	.	.	PUNCT
easat-2682	125	1	conclusion	conclusion	NOUN
easat-2682	125	2	in	in	ADP
easat-2682	125	3	this	this	DET
easat-2682	125	4	work	work	NOUN
easat-2682	125	5	,	,	PUNCT
easat-2682	125	6	a	a	DET
easat-2682	125	7	ruled	rule	VERB
easat-2682	125	8	-	-	PUNCT
easat-2682	125	9	based	base	VERB
easat-2682	125	10	method	method	NOUN
easat-2682	125	11	is	be	AUX
easat-2682	125	12	discussed	discuss	VERB
easat-2682	125	13	for	for	ADP
easat-2682	125	14	addressing	address	VERB
easat-2682	125	15	arabic	arabic	ADJ
easat-2682	125	16	word	word	NOUN
easat-2682	125	17	tokenization	tokenization	NOUN
easat-2682	125	18	.	.	PUNCT
easat-2682	126	1	due	due	ADP
easat-2682	126	2	to	to	ADP
easat-2682	126	3	the	the	DET
easat-2682	126	4	spacing	space	VERB
easat-2682	126	5	issues	issue	NOUN
easat-2682	126	6	between	between	ADP
easat-2682	126	7	the	the	DET
easat-2682	126	8	words	word	NOUN
easat-2682	126	9	of	of	ADP
easat-2682	126	10	arabic	arabic	ADJ
easat-2682	126	11	language	language	NOUN
easat-2682	126	12	,	,	PUNCT
easat-2682	126	13	it	it	PRON
easat-2682	126	14	become	become	VERB
easat-2682	126	15	difficult	difficult	ADJ
easat-2682	126	16	to	to	PART
easat-2682	126	17	tokenize	tokenize	VERB
easat-2682	126	18	its	its	PRON
easat-2682	126	19	text	text	NOUN
easat-2682	126	20	.	.	PUNCT
easat-2682	127	1	a	a	DET
easat-2682	127	2	novel	novel	ADJ
easat-2682	127	3	technique	technique	NOUN
easat-2682	127	4	for	for	ADP
easat-2682	127	5	tokenizing	tokenize	VERB
easat-2682	127	6	arabic	arabic	ADJ
easat-2682	127	7	text	text	NOUN
easat-2682	127	8	is	be	AUX
easat-2682	127	9	introduce	introduce	NOUN
easat-2682	127	10	which	which	PRON
easat-2682	127	11	keep	keep	VERB
easat-2682	127	12	track	track	NOUN
easat-2682	127	13	of	of	ADP
easat-2682	127	14	space	space	NOUN
easat-2682	127	15	insertion	insertion	NOUN
easat-2682	127	16	and	and	CCONJ
easat-2682	127	17	deletion	deletion	NOUN
easat-2682	127	18	,	,	PUNCT
easat-2682	127	19	compound	compound	NOUN
easat-2682	127	20	words	word	NOUN
easat-2682	127	21	,	,	PUNCT
easat-2682	127	22	and	and	CCONJ
easat-2682	127	23	reduplicated	reduplicated	ADJ
easat-2682	127	24	words	word	NOUN
easat-2682	127	25	to	to	PART
easat-2682	127	26	increase	increase	VERB
easat-2682	127	27	the	the	DET
easat-2682	127	28	performance	performance	NOUN
easat-2682	127	29	of	of	ADP
easat-2682	127	30	tokenizer	tokenizer	NOUN
easat-2682	127	31	.	.	PUNCT
easat-2682	128	1	esults	esult	NOUN
easat-2682	128	2	indicate	indicate	VERB
easat-2682	128	3	that	that	SCONJ
easat-2682	128	4	the	the	DET
easat-2682	128	5	proposed	propose	VERB
easat-2682	128	6	mechanism	mechanism	NOUN
easat-2682	128	7	produce	produce	VERB
easat-2682	128	8	better	well	ADJ
easat-2682	128	9	results	result	NOUN
easat-2682	128	10	while	while	SCONJ
easat-2682	128	11	calculating	calculate	VERB
easat-2682	128	12	precision	precision	NOUN
easat-2682	128	13	,	,	PUNCT
easat-2682	128	14	recall	recall	NOUN
easat-2682	128	15	and	and	CCONJ
easat-2682	128	16	f	f	NOUN
easat-2682	128	17	-	-	PUNCT
easat-2682	128	18	score	score	NOUN
easat-2682	128	19	.	.	PUNCT
easat-2682	129	1	in	in	ADP
easat-2682	129	2	the	the	DET
easat-2682	129	3	future	future	NOUN
easat-2682	129	4	,	,	PUNCT
easat-2682	129	5	deep	deep	ADJ
easat-2682	129	6	learning	learning	NOUN
easat-2682	129	7	techniques	technique	NOUN
easat-2682	129	8	will	will	AUX
easat-2682	129	9	be	be	AUX
easat-2682	129	10	applied	apply	VERB
easat-2682	129	11	for	for	ADP
easat-2682	129	12	the	the	DET
easat-2682	129	13	arabic	arabic	ADJ
easat-2682	129	14	text	text	NOUN
easat-2682	129	15	tokenization	tokenization	NOUN
easat-2682	129	16	including	include	VERB
easat-2682	129	17	deep	deep	ADJ
easat-2682	129	18	convolution	convolution	NOUN
easat-2682	129	19	neural	neural	ADJ
easat-2682	129	20	networks	network	NOUN
easat-2682	129	21	and	and	CCONJ
easat-2682	129	22	recurrent	recurrent	ADJ
easat-2682	129	23	neural	neural	ADJ
easat-2682	129	24	networks	network	NOUN
easat-2682	129	25	.	.	PUNCT
easat-2682	130	1	acknowledgments	acknowledgment	NOUN
easat-2682	130	2	:	:	PUNCT
easat-2682	130	3	the	the	DET
easat-2682	130	4	authors	author	NOUN
easat-2682	130	5	extend	extend	VERB
easat-2682	130	6	their	their	PRON
easat-2682	130	7	appreciation	appreciation	NOUN
easat-2682	130	8	to	to	ADP
easat-2682	130	9	the	the	DET
easat-2682	130	10	deanship	deanship	NOUN
easat-2682	130	11	of	of	ADP
easat-2682	130	12	scientific	scientific	ADJ
easat-2682	130	13	research	research	NOUN
easat-2682	130	14	at	at	ADP
easat-2682	130	15	king	king	PROPN
easat-2682	130	16	faisal	faisal	PROPN
easat-2682	130	17	university	university	PROPN
easat-2682	130	18	for	for	ADP
easat-2682	130	19	funding	fund	VERB
easat-2682	130	20	this	this	DET
easat-2682	130	21	research	research	NOUN
easat-2682	130	22	work	work	NOUN
easat-2682	130	23	through	through	ADP
easat-2682	130	24	the	the	DET
easat-2682	130	25	project	project	NOUN
easat-2682	130	26	number	number	NOUN
easat-2682	130	27	grant5978	grant5978	PROPN
easat-2682	130	28	.	.	PUNCT
easat-2682	131	1	copyright	copyright	NOUN
easat-2682	131	2	:	:	PUNCT
easat-2682	131	3	©	©	PROPN
easat-2682	131	4	2024	2024	NUM
easat-2682	131	5	by	by	ADP
easat-2682	131	6	the	the	DET
easat-2682	131	7	authors	author	NOUN
easat-2682	131	8	.	.	PUNCT
easat-2682	132	1	this	this	DET
easat-2682	132	2	article	article	NOUN
easat-2682	132	3	is	be	AUX
easat-2682	132	4	an	an	DET
easat-2682	132	5	open	open	ADJ
easat-2682	132	6	access	access	NOUN
easat-2682	132	7	article	article	NOUN
easat-2682	132	8	distributed	distribute	VERB
easat-2682	132	9	under	under	ADP
easat-2682	132	10	the	the	DET
easat-2682	132	11	terms	term	NOUN
easat-2682	132	12	and	and	CCONJ
easat-2682	132	13	conditions	condition	NOUN
easat-2682	132	14	of	of	ADP
easat-2682	132	15	the	the	DET
easat-2682	132	16	creative	creative	ADJ
easat-2682	132	17	commons	common	NOUN
easat-2682	132	18	attribution	attribution	NOUN
easat-2682	132	19	(	(	PUNCT
easat-2682	132	20	cc	cc	NOUN
easat-2682	132	21	by	by	ADP
easat-2682	132	22	)	)	PUNCT
easat-2682	132	23	license	license	NOUN
easat-2682	132	24	(	(	PUNCT
easat-2682	132	25	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-2682	132	26	)	)	PUNCT
easat-2682	132	27	.	.	PUNCT
easat-2682	133	1	references	reference	NOUN
easat-2682	133	2	[	[	X
easat-2682	133	3	1	1	NUM
easat-2682	133	4	]	]	X
easat-2682	133	5	grefenstette	grefenstette	NOUN
easat-2682	133	6	g.	g.	NOUN
easat-2682	133	7	tokenization	tokenization	NOUN
easat-2682	133	8	.	.	PUNCT
easat-2682	134	1	syntactic	syntactic	ADJ
easat-2682	134	2	wordclass	wordclass	NOUN
easat-2682	134	3	tagging	tagging	NOUN
easat-2682	134	4	.	.	PUNCT
easat-2682	135	1	1999:117	1999:117	NUM
easat-2682	135	2	-	-	SYM
easat-2682	135	3	33	33	NUM
easat-2682	135	4	.	.	PUNCT
easat-2682	136	1	[	[	X
easat-2682	136	2	2	2	NUM
easat-2682	136	3	]	]	PUNCT
easat-2682	136	4	derczynski	derczynski	PROPN
easat-2682	136	5	l	l	PROPN
easat-2682	136	6	,	,	PUNCT
easat-2682	136	7	kjeldsen	kjeldsen	VERB
easat-2682	136	8	as	as	ADP
easat-2682	136	9	,	,	PUNCT
easat-2682	136	10	editors	editor	NOUN
easat-2682	136	11	.	.	PUNCT
easat-2682	137	1	bornholmsk	bornholmsk	NOUN
easat-2682	137	2	natural	natural	ADJ
easat-2682	137	3	language	language	NOUN
easat-2682	137	4	processing	processing	NOUN
easat-2682	137	5	:	:	PUNCT
easat-2682	137	6	resources	resource	NOUN
easat-2682	137	7	and	and	CCONJ
easat-2682	137	8	tools	tool	NOUN
easat-2682	137	9	.	.	PUNCT
easat-2682	138	1	proceedings	proceeding	NOUN
easat-2682	138	2	of	of	ADP
easat-2682	138	3	the	the	DET
easat-2682	138	4	nordic	nordic	ADJ
easat-2682	138	5	conference	conference	NOUN
easat-2682	138	6	of	of	ADP
easat-2682	138	7	computational	computational	ADJ
easat-2682	138	8	linguistics	linguistic	NOUN
easat-2682	138	9	(	(	PUNCT
easat-2682	138	10	2019	2019	NUM
easat-2682	138	11	)	)	PUNCT
easat-2682	138	12	;	;	PUNCT
easat-2682	138	13	2019	2019	NUM
easat-2682	138	14	:	:	PUNCT
easat-2682	138	15	linköping	linköpe	VERB
easat-2682	138	16	university	university	NOUN
easat-2682	138	17	electronic	electronic	ADJ
easat-2682	138	18	press	press	NOUN
easat-2682	138	19	.	.	PUNCT
easat-2682	139	1	[	[	X
easat-2682	139	2	3	3	X
easat-2682	139	3	]	]	X
easat-2682	139	4	rubin	rubin	PROPN
easat-2682	139	5	vl	vl	PROPN
easat-2682	139	6	,	,	PUNCT
easat-2682	139	7	chen	chen	PROPN
easat-2682	139	8	y	y	PROPN
easat-2682	139	9	,	,	PUNCT
easat-2682	139	10	conroy	conroy	PROPN
easat-2682	139	11	nk	nk	PROPN
easat-2682	139	12	.	.	PROPN
easat-2682	139	13	deception	deception	NOUN
easat-2682	139	14	detection	detection	NOUN
easat-2682	139	15	for	for	ADP
easat-2682	139	16	news	news	NOUN
easat-2682	139	17	:	:	PUNCT
easat-2682	139	18	three	three	NUM
easat-2682	139	19	types	type	NOUN
easat-2682	139	20	of	of	ADP
easat-2682	139	21	fakes	fake	NOUN
easat-2682	139	22	.	.	PUNCT
easat-2682	139	23	proceedings	proceeding	NOUN
easat-2682	139	24	of	of	ADP
easat-2682	139	25	the	the	DET
easat-2682	139	26	association	association	NOUN
easat-2682	139	27	for	for	ADP
easat-2682	139	28	information	information	NOUN
easat-2682	139	29	science	science	NOUN
easat-2682	139	30	and	and	CCONJ
easat-2682	139	31	technology	technology	NOUN
easat-2682	139	32	.	.	PUNCT
easat-2682	140	1	2015;52(1):1	2015;52(1):1	NUM
easat-2682	140	2	-	-	SYM
easat-2682	140	3	4	4	NUM
easat-2682	140	4	.	.	PUNCT
easat-2682	141	1	[	[	X
easat-2682	141	2	4	4	NUM
easat-2682	141	3	]	]	X
easat-2682	141	4	chowdhary	chowdhary	ADJ
easat-2682	141	5	k	k	PROPN
easat-2682	141	6	,	,	PUNCT
easat-2682	141	7	chowdhary	chowdhary	PROPN
easat-2682	141	8	k.	k.	PROPN
easat-2682	141	9	natural	natural	ADJ
easat-2682	141	10	language	language	NOUN
easat-2682	141	11	processing	processing	NOUN
easat-2682	141	12	.	.	PUNCT
easat-2682	142	1	fundamentals	fundamental	NOUN
easat-2682	142	2	of	of	ADP
easat-2682	142	3	artificial	artificial	ADJ
easat-2682	142	4	intelligence	intelligence	NOUN
easat-2682	142	5	.	.	PUNCT
easat-2682	143	1	2020:603	2020:603	NUM
easat-2682	143	2	-	-	SYM
easat-2682	143	3	49	49	NUM
easat-2682	143	4	.	.	PUNCT
easat-2682	144	1	[	[	X
easat-2682	144	2	5	5	X
easat-2682	144	3	]	]	X
easat-2682	144	4	rashid	rashid	PROPN
easat-2682	144	5	r	r	PROPN
easat-2682	144	6	,	,	PUNCT
easat-2682	144	7	latif	latif	PROPN
easat-2682	144	8	s	s	PROPN
easat-2682	144	9	,	,	PUNCT
easat-2682	144	10	editors	editor	NOUN
easat-2682	144	11	.	.	PUNCT
easat-2682	145	1	a	a	DET
easat-2682	145	2	dictionary	dictionary	PROPN
easat-2682	145	3	based	base	VERB
easat-2682	145	4	urdu	urdu	PROPN
easat-2682	145	5	word	word	NOUN
easat-2682	145	6	segmentation	segmentation	NOUN
easat-2682	145	7	using	use	VERB
easat-2682	145	8	maximum	maximum	ADJ
easat-2682	145	9	matching	matching	NOUN
easat-2682	145	10	algorithm	algorithm	NOUN
easat-2682	145	11	for	for	ADP
easat-2682	145	12	space	space	NOUN
easat-2682	145	13	omission	omission	NOUN
easat-2682	145	14	problem	problem	NOUN
easat-2682	145	15	.	.	PUNCT
easat-2682	146	1	2012	2012	NUM
easat-2682	146	2	international	international	ADJ
easat-2682	146	3	conference	conference	NOUN
easat-2682	146	4	on	on	ADP
easat-2682	146	5	asian	asian	ADJ
easat-2682	146	6	language	language	NOUN
easat-2682	146	7	processing	processing	NOUN
easat-2682	146	8	;	;	PUNCT
easat-2682	146	9	2012	2012	NUM
easat-2682	146	10	:	:	PUNCT
easat-2682	146	11	ieee	ieee	NOUN
easat-2682	146	12	.	.	PUNCT
easat-2682	147	1	[	[	X
easat-2682	147	2	6	6	NUM
easat-2682	147	3	]	]	X
easat-2682	147	4	mustafa	mustafa	PROPN
easat-2682	147	5	m	m	PROPN
easat-2682	147	6	,	,	PUNCT
easat-2682	147	7	eldeen	eldeen	VERB
easat-2682	147	8	as	as	ADP
easat-2682	147	9	,	,	PUNCT
easat-2682	147	10	bani	bani	PROPN
easat-2682	147	11	-	-	PUNCT
easat-2682	147	12	ahmad	ahmad	PROPN
easat-2682	147	13	s	s	PROPN
easat-2682	147	14	,	,	PUNCT
easat-2682	147	15	elfaki	elfaki	NOUN
easat-2682	147	16	ao	ao	PROPN
easat-2682	147	17	.	.	PUNCT
easat-2682	148	1	a	a	DET
easat-2682	148	2	comparative	comparative	ADJ
easat-2682	148	3	survey	survey	NOUN
easat-2682	148	4	on	on	ADP
easat-2682	148	5	arabic	arabic	ADJ
easat-2682	148	6	stemming	stemming	NOUN
easat-2682	148	7	:	:	PUNCT
easat-2682	148	8	approaches	approach	NOUN
easat-2682	148	9	and	and	CCONJ
easat-2682	148	10	challenges	challenge	NOUN
easat-2682	148	11	.	.	PUNCT
easat-2682	149	1	intelligent	intelligent	ADJ
easat-2682	149	2	information	information	NOUN
easat-2682	149	3	management	management	NOUN
easat-2682	149	4	.	.	PUNCT
easat-2682	150	1	2017;9(02):39	2017;9(02):39	NUM
easat-2682	150	2	.	.	PUNCT
easat-2682	151	1	[	[	X
easat-2682	151	2	7	7	X
easat-2682	151	3	]	]	X
easat-2682	151	4	abbas	abbas	PROPN
easat-2682	151	5	q	q	NOUN
easat-2682	151	6	,	,	PUNCT
easat-2682	151	7	editor	editor	NOUN
easat-2682	151	8	semi	semi	ADJ
easat-2682	151	9	-	-	ADJ
easat-2682	151	10	semantic	semantic	ADJ
easat-2682	151	11	part	part	NOUN
easat-2682	151	12	of	of	ADP
easat-2682	151	13	speech	speech	NOUN
easat-2682	151	14	annotation	annotation	NOUN
easat-2682	151	15	and	and	CCONJ
easat-2682	151	16	evaluation	evaluation	NOUN
easat-2682	151	17	.	.	PUNCT
easat-2682	152	1	proceedings	proceeding	NOUN
easat-2682	152	2	of	of	ADP
easat-2682	152	3	law	law	NOUN
easat-2682	152	4	viii	viii	NOUN
easat-2682	152	5	-	-	PUNCT
easat-2682	152	6	the	the	DET
easat-2682	152	7	8th	8th	ADJ
easat-2682	152	8	linguistic	linguistic	ADJ
easat-2682	152	9	annotation	annotation	NOUN
easat-2682	152	10	workshop	workshop	NOUN
easat-2682	152	11	;	;	PUNCT
easat-2682	152	12	2014	2014	NUM
easat-2682	152	13	.	.	PUNCT
easat-2682	153	1	[	[	X
easat-2682	153	2	8	8	NUM
easat-2682	153	3	]	]	PUNCT
easat-2682	153	4	alginahi	alginahi	NOUN
easat-2682	153	5	ym	ym	PROPN
easat-2682	153	6	.	.	PUNCT
easat-2682	154	1	a	a	DET
easat-2682	154	2	survey	survey	NOUN
easat-2682	154	3	on	on	ADP
easat-2682	154	4	arabic	arabic	ADJ
easat-2682	154	5	character	character	NOUN
easat-2682	154	6	segmentation	segmentation	NOUN
easat-2682	154	7	.	.	PUNCT
easat-2682	155	1	international	international	ADJ
easat-2682	155	2	journal	journal	PROPN
easat-2682	155	3	on	on	ADP
easat-2682	155	4	document	document	NOUN
easat-2682	155	5	analysis	analysis	NOUN
easat-2682	155	6	and	and	CCONJ
easat-2682	155	7	recognition	recognition	NOUN
easat-2682	155	8	(	(	PUNCT
easat-2682	155	9	ijdar	ijdar	NOUN
easat-2682	155	10	)	)	PUNCT
easat-2682	155	11	.	.	PUNCT
easat-2682	156	1	2013;16(2):105	2013;16(2):105	NUM
easat-2682	156	2	-	-	SYM
easat-2682	156	3	26	26	NUM
easat-2682	156	4	.	.	PUNCT
easat-2682	157	1	[	[	X
easat-2682	157	2	9	9	NUM
easat-2682	157	3	]	]	X
easat-2682	157	4	beesley	beesley	NOUN
easat-2682	157	5	kr	kr	PROPN
easat-2682	157	6	,	,	PUNCT
easat-2682	157	7	editor	editor	NOUN
easat-2682	157	8	finite	finite	ADJ
easat-2682	157	9	-	-	ADJ
easat-2682	157	10	state	state	ADJ
easat-2682	157	11	morphological	morphological	ADJ
easat-2682	157	12	analysis	analysis	NOUN
easat-2682	157	13	and	and	CCONJ
easat-2682	157	14	generation	generation	NOUN
easat-2682	157	15	of	of	ADP
easat-2682	157	16	arabic	arabic	NOUN
easat-2682	157	17	at	at	ADP
easat-2682	157	18	xerox	xerox	PROPN
easat-2682	157	19	research	research	PROPN
easat-2682	157	20	:	:	PUNCT
easat-2682	157	21	status	status	NOUN
easat-2682	157	22	and	and	CCONJ
easat-2682	157	23	plans	plan	NOUN
easat-2682	157	24	in	in	ADP
easat-2682	157	25	2001	2001	NUM
easat-2682	157	26	.	.	PUNCT
easat-2682	158	1	acl	acl	PROPN
easat-2682	158	2	workshop	workshop	NOUN
easat-2682	158	3	on	on	ADP
easat-2682	158	4	arabic	arabic	ADJ
easat-2682	158	5	language	language	NOUN
easat-2682	158	6	processing	processing	NOUN
easat-2682	158	7	:	:	PUNCT
easat-2682	158	8	status	status	NOUN
easat-2682	158	9	and	and	CCONJ
easat-2682	158	10	perspective	perspective	NOUN
easat-2682	158	11	;	;	PUNCT
easat-2682	158	12	2001	2001	NUM
easat-2682	158	13	:	:	PUNCT
easat-2682	158	14	citeseer	citeseer	NOUN
easat-2682	158	15	.	.	PUNCT
easat-2682	159	1	[	[	X
easat-2682	159	2	10	10	NUM
easat-2682	159	3	]	]	SYM
easat-2682	159	4	buckwalter	buckwalter	NOUN
easat-2682	159	5	t.	t.	PROPN
easat-2682	159	6	buckwalter	buckwalter	NOUN
easat-2682	159	7	arabic	arabic	ADJ
easat-2682	159	8	morphological	morphological	ADJ
easat-2682	159	9	analyzer	analyzer	NOUN
easat-2682	159	10	version	version	NOUN
easat-2682	159	11	1.0	1.0	NUM
easat-2682	159	12	.	.	PUNCT
easat-2682	160	1	linguistic	linguistic	ADJ
easat-2682	160	2	data	datum	NOUN
easat-2682	160	3	consortium	consortium	NOUN
easat-2682	160	4	,	,	PUNCT
easat-2682	160	5	university	university	NOUN
easat-2682	160	6	of	of	ADP
easat-2682	160	7	pennsylvania	pennsylvania	PROPN
easat-2682	160	8	.	.	PUNCT
easat-2682	161	1	2002	2002	NUM
easat-2682	161	2	.	.	PUNCT
easat-2682	162	1	ttps://www.albayan.ae/h	ttps://www.albayan.ae/h	ADV
easat-2682	162	2	1	1	NUM
easat-2682	162	3	https://www.alanba.com.kw/newspaper/	https://www.alanba.com.kw/newspaper/	CCONJ
easat-2682	162	4	2	2	NUM
easat-2682	162	5	https://www.alwatan.com.sa/	https://www.alwatan.com.sa/	NOUN
easat-2682	162	6	3	3	NUM
easat-2682	162	7	https://aawsat.com/	https://aawsat.com/	PROPN
easat-2682	162	8	4	4	NUM
easat-2682	162	9	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-2682	162	10	https://aawsat.com/	https://aawsat.com/	PROPN
easat-2682	162	11	3217	3217	NUM
easat-2682	162	12	edelweiss	edelweiss	PROPN
easat-2682	162	13	applied	apply	VERB
easat-2682	162	14	science	science	NOUN
easat-2682	162	15	and	and	CCONJ
easat-2682	162	16	technology	technology	NOUN
easat-2682	162	17	issn	issn	PROPN
easat-2682	162	18	:	:	PUNCT
easat-2682	162	19	2576	2576	NUM
easat-2682	162	20	-	-	SYM
easat-2682	162	21	8484	8484	NUM
easat-2682	162	22	vol	vol	NOUN
easat-2682	162	23	.	.	PROPN
easat-2682	162	24	8	8	NUM
easat-2682	162	25	,	,	PUNCT
easat-2682	162	26	no	no	INTJ
easat-2682	162	27	.	.	NOUN
easat-2682	162	28	6	6	NUM
easat-2682	162	29	:	:	SYM
easat-2682	162	30	3210	3210	NUM
easat-2682	162	31	-	-	SYM
easat-2682	162	32	3217	3217	NUM
easat-2682	162	33	,	,	PUNCT
easat-2682	162	34	2024	2024	NUM
easat-2682	162	35	doi	doi	NOUN
easat-2682	162	36	:	:	PUNCT
easat-2682	162	37	10.55214/25768484.v8i6.2682	10.55214/25768484.v8i6.2682	PROPN
easat-2682	162	38	©	©	PROPN
easat-2682	162	39	2024	2024	NUM
easat-2682	162	40	by	by	ADP
easat-2682	162	41	the	the	DET
easat-2682	162	42	author	author	NOUN
easat-2682	162	43	;	;	PUNCT
easat-2682	162	44	licensee	licensee	PROPN
easat-2682	162	45	learning	learning	NOUN
easat-2682	162	46	gate	gate	NOUN
easat-2682	163	1	[	[	X
easat-2682	163	2	11	11	NUM
easat-2682	163	3	]	]	PUNCT
easat-2682	163	4	nelken	nelken	ADJ
easat-2682	163	5	r	r	PROPN
easat-2682	163	6	,	,	PUNCT
easat-2682	163	7	shieber	shieber	PROPN
easat-2682	163	8	s	s	PROPN
easat-2682	163	9	,	,	PUNCT
easat-2682	163	10	editors	editor	NOUN
easat-2682	163	11	.	.	PUNCT
easat-2682	164	1	arabic	arabic	ADJ
easat-2682	164	2	diacritization	diacritization	NOUN
easat-2682	164	3	using	use	VERB
easat-2682	164	4	weighted	weight	VERB
easat-2682	164	5	finite	finite	ADJ
easat-2682	164	6	-	-	ADJ
easat-2682	164	7	state	state	NOUN
easat-2682	164	8	transducers	transducer	NOUN
easat-2682	164	9	.	.	PUNCT
easat-2682	165	1	proceedings	proceeding	NOUN
easat-2682	165	2	of	of	ADP
easat-2682	165	3	the	the	DET
easat-2682	165	4	2005	2005	NUM
easat-2682	165	5	acl	acl	PROPN
easat-2682	165	6	workshop	workshop	NOUN
easat-2682	165	7	on	on	ADP
easat-2682	165	8	computational	computational	ADJ
easat-2682	165	9	approaches	approach	NOUN
easat-2682	165	10	to	to	ADP
easat-2682	165	11	semitic	semitic	ADJ
easat-2682	165	12	languages	language	NOUN
easat-2682	165	13	;	;	PUNCT
easat-2682	165	14	2005	2005	NUM
easat-2682	165	15	:	:	PUNCT
easat-2682	165	16	association	association	NOUN
easat-2682	165	17	for	for	ADP
easat-2682	165	18	computational	computational	ADJ
easat-2682	165	19	linguistics	linguistic	NOUN
easat-2682	165	20	.	.	PUNCT
easat-2682	166	1	[	[	X
easat-2682	166	2	12	12	NUM
easat-2682	166	3	]	]	X
easat-2682	166	4	darwish	darwish	PROPN
easat-2682	166	5	k	k	PROPN
easat-2682	166	6	,	,	PUNCT
easat-2682	166	7	magdy	magdy	PROPN
easat-2682	166	8	w.	w.	PROPN
easat-2682	166	9	arabic	arabic	PROPN
easat-2682	166	10	information	information	PROPN
easat-2682	166	11	retrieval	retrieval	PROPN
easat-2682	166	12	.	.	PUNCT
easat-2682	167	1	foundations	foundation	NOUN
easat-2682	167	2	and	and	CCONJ
easat-2682	167	3	trends	trend	NOUN
easat-2682	167	4	®	®	NOUN
easat-2682	167	5	in	in	ADP
easat-2682	167	6	information	information	NOUN
easat-2682	167	7	retrieval	retrieval	NOUN
easat-2682	167	8	.	.	PUNCT
easat-2682	168	1	2014;7(4):239	2014;7(4):239	NUM
easat-2682	168	2	-	-	SYM
easat-2682	168	3	342	342	NUM
easat-2682	168	4	.	.	PUNCT
easat-2682	169	1	[	[	X
easat-2682	169	2	13	13	NUM
easat-2682	169	3	]	]	X
easat-2682	169	4	diab	diab	PROPN
easat-2682	169	5	m	m	PROPN
easat-2682	169	6	,	,	PUNCT
easat-2682	169	7	hacioglu	hacioglu	PROPN
easat-2682	169	8	k	k	PROPN
easat-2682	169	9	,	,	PUNCT
easat-2682	169	10	jurafsky	jurafsky	PROPN
easat-2682	169	11	d	d	PROPN
easat-2682	169	12	,	,	PUNCT
easat-2682	169	13	editors	editor	NOUN
easat-2682	169	14	.	.	PUNCT
easat-2682	170	1	automatic	automatic	ADJ
easat-2682	170	2	tagging	tagging	NOUN
easat-2682	170	3	of	of	ADP
easat-2682	170	4	arabic	arabic	ADJ
easat-2682	170	5	text	text	NOUN
easat-2682	170	6	:	:	PUNCT
easat-2682	170	7	from	from	ADP
easat-2682	170	8	raw	raw	ADJ
easat-2682	170	9	text	text	NOUN
easat-2682	170	10	to	to	PART
easat-2682	170	11	base	base	NOUN
easat-2682	170	12	phrase	phrase	NOUN
easat-2682	170	13	chunks	chunk	NOUN
easat-2682	170	14	.	.	PUNCT
easat-2682	171	1	proceedings	proceeding	NOUN
easat-2682	171	2	of	of	ADP
easat-2682	171	3	hlt	hlt	PROPN
easat-2682	171	4	-	-	PUNCT
easat-2682	171	5	naacl	naacl	PROPN
easat-2682	171	6	2004	2004	NUM
easat-2682	171	7	:	:	PUNCT
easat-2682	171	8	short	short	ADJ
easat-2682	171	9	papers	paper	NOUN
easat-2682	171	10	;	;	PUNCT
easat-2682	171	11	2004	2004	NUM
easat-2682	171	12	.	.	PUNCT
easat-2682	172	1	[	[	X
easat-2682	172	2	14	14	NUM
easat-2682	172	3	]	]	PUNCT
easat-2682	172	4	habash	habash	NOUN
easat-2682	172	5	n	n	CCONJ
easat-2682	172	6	,	,	PUNCT
easat-2682	172	7	rambow	rambow	PROPN
easat-2682	172	8	o	o	NOUN
easat-2682	172	9	,	,	PUNCT
easat-2682	172	10	editors	editor	NOUN
easat-2682	172	11	.	.	PUNCT
easat-2682	173	1	arabic	arabic	ADJ
easat-2682	173	2	tokenization	tokenization	NOUN
easat-2682	173	3	,	,	PUNCT
easat-2682	173	4	part	part	NOUN
easat-2682	173	5	-	-	PUNCT
easat-2682	173	6	of	of	ADP
easat-2682	173	7	-	-	PUNCT
easat-2682	173	8	speech	speech	NOUN
easat-2682	173	9	tagging	tagging	NOUN
easat-2682	173	10	and	and	CCONJ
easat-2682	173	11	morphological	morphological	ADJ
easat-2682	173	12	disambiguation	disambiguation	NOUN
easat-2682	173	13	in	in	ADP
easat-2682	173	14	one	one	NUM
easat-2682	173	15	fell	fell	ADJ
easat-2682	173	16	swoop	swoop	NOUN
easat-2682	173	17	.	.	PUNCT
easat-2682	174	1	proceedings	proceeding	NOUN
easat-2682	174	2	of	of	ADP
easat-2682	174	3	the	the	DET
easat-2682	174	4	43rd	43rd	ADJ
easat-2682	174	5	annual	annual	ADJ
easat-2682	174	6	meeting	meeting	NOUN
easat-2682	174	7	of	of	ADP
easat-2682	174	8	the	the	DET
easat-2682	174	9	association	association	NOUN
easat-2682	174	10	for	for	ADP
easat-2682	174	11	computational	computational	ADJ
easat-2682	174	12	linguistics	linguistic	NOUN
easat-2682	174	13	(	(	PUNCT
easat-2682	174	14	acl’05	acl’05	PROPN
easat-2682	174	15	)	)	PUNCT
easat-2682	174	16	;	;	PUNCT
easat-2682	174	17	2005	2005	NUM
easat-2682	174	18	.	.	PUNCT
easat-2682	175	1	[	[	X
easat-2682	175	2	15	15	NUM
easat-2682	175	3	]	]	X
easat-2682	175	4	attia	attia	PROPN
easat-2682	175	5	m	m	PROPN
easat-2682	175	6	,	,	PUNCT
easat-2682	175	7	editor	editor	NOUN
easat-2682	175	8	arabic	arabic	ADJ
easat-2682	175	9	tokenization	tokenization	NOUN
easat-2682	175	10	system	system	NOUN
easat-2682	175	11	.	.	PUNCT
easat-2682	176	1	proceedings	proceeding	NOUN
easat-2682	176	2	of	of	ADP
easat-2682	176	3	the	the	DET
easat-2682	176	4	2007	2007	NUM
easat-2682	176	5	workshop	workshop	NOUN
easat-2682	176	6	on	on	ADP
easat-2682	176	7	computational	computational	ADJ
easat-2682	176	8	approaches	approach	NOUN
easat-2682	176	9	to	to	ADP
easat-2682	176	10	semitic	semitic	ADJ
easat-2682	176	11	languages	language	NOUN
easat-2682	176	12	:	:	PUNCT
easat-2682	176	13	common	common	ADJ
easat-2682	176	14	issues	issue	NOUN
easat-2682	176	15	and	and	CCONJ
easat-2682	176	16	resources	resource	NOUN
easat-2682	176	17	;	;	PUNCT
easat-2682	176	18	2007	2007	NUM
easat-2682	176	19	.	.	PUNCT
easat-2682	177	1	[	[	X
easat-2682	177	2	16	16	NUM
easat-2682	177	3	]	]	PUNCT
easat-2682	177	4	abdelali	abdelali	VERB
easat-2682	177	5	a	a	DET
easat-2682	177	6	,	,	PUNCT
easat-2682	177	7	darwish	darwish	PROPN
easat-2682	177	8	k	k	PROPN
easat-2682	177	9	,	,	PUNCT
easat-2682	177	10	durrani	durrani	PROPN
easat-2682	177	11	n	n	CCONJ
easat-2682	177	12	,	,	PUNCT
easat-2682	177	13	mubarak	mubarak	PROPN
easat-2682	177	14	h	h	NOUN
easat-2682	177	15	,	,	PUNCT
easat-2682	177	16	editors	editor	NOUN
easat-2682	177	17	.	.	PUNCT
easat-2682	178	1	farasa	farasa	NOUN
easat-2682	178	2	:	:	PUNCT
easat-2682	178	3	a	a	DET
easat-2682	178	4	fast	fast	ADJ
easat-2682	178	5	and	and	CCONJ
easat-2682	178	6	furious	furious	ADJ
easat-2682	178	7	segmenter	segmenter	NOUN
easat-2682	178	8	for	for	ADP
easat-2682	178	9	arabic	arabic	ADJ
easat-2682	178	10	.	.	PUNCT
easat-2682	179	1	proceedings	proceeding	NOUN
easat-2682	179	2	of	of	ADP
easat-2682	179	3	the	the	DET
easat-2682	179	4	2016	2016	NUM
easat-2682	179	5	conference	conference	NOUN
easat-2682	179	6	of	of	ADP
easat-2682	179	7	the	the	DET
easat-2682	179	8	north	north	ADJ
easat-2682	179	9	american	american	ADJ
easat-2682	179	10	chapter	chapter	NOUN
easat-2682	179	11	of	of	ADP
easat-2682	179	12	the	the	DET
easat-2682	179	13	association	association	NOUN
easat-2682	179	14	for	for	ADP
easat-2682	179	15	computational	computational	ADJ
easat-2682	179	16	linguistics	linguistic	NOUN
easat-2682	179	17	:	:	PUNCT
easat-2682	179	18	demonstrations	demonstration	NOUN
easat-2682	179	19	;	;	PUNCT
easat-2682	179	20	2016	2016	NUM
easat-2682	179	21	.	.	PUNCT
easat-2682	180	1	[	[	X
easat-2682	180	2	17	17	NUM
easat-2682	180	3	]	]	X
easat-2682	180	4	benajiba	benajiba	PROPN
easat-2682	180	5	y	y	PROPN
easat-2682	180	6	,	,	PUNCT
easat-2682	180	7	zitouni	zitouni	PROPN
easat-2682	181	1	i	i	PRON
easat-2682	181	2	,	,	PUNCT
easat-2682	181	3	editors	editor	NOUN
easat-2682	181	4	.	.	PUNCT
easat-2682	182	1	arabic	arabic	ADJ
easat-2682	182	2	word	word	NOUN
easat-2682	182	3	segmentation	segmentation	NOUN
easat-2682	182	4	for	for	ADP
easat-2682	182	5	better	well	ADJ
easat-2682	182	6	unit	unit	NOUN
easat-2682	182	7	of	of	ADP
easat-2682	182	8	analysis	analysis	NOUN
easat-2682	182	9	.	.	PUNCT
easat-2682	183	1	lrec	lrec	NOUN
easat-2682	183	2	;	;	PUNCT
easat-2682	183	3	2010	2010	NUM
easat-2682	183	4	:	:	PUNCT
easat-2682	183	5	citeseer	citeseer	NOUN
easat-2682	183	6	.	.	PUNCT
easat-2682	184	1	[	[	X
easat-2682	184	2	18	18	NUM
easat-2682	184	3	]	]	PUNCT
easat-2682	184	4	aliwy	aliwy	NOUN
easat-2682	184	5	ah	ah	INTJ
easat-2682	184	6	.	.	PUNCT
easat-2682	184	7	tokenization	tokenization	NOUN
easat-2682	184	8	as	as	ADP
easat-2682	184	9	preprocessing	preprocesse	VERB
easat-2682	184	10	for	for	ADP
easat-2682	184	11	arabic	arabic	ADJ
easat-2682	184	12	tagging	tagging	NOUN
easat-2682	184	13	system	system	NOUN
easat-2682	184	14	.	.	PUNCT
easat-2682	185	1	international	international	ADJ
easat-2682	185	2	journal	journal	PROPN
easat-2682	185	3	of	of	ADP
easat-2682	185	4	information	information	NOUN
easat-2682	185	5	and	and	CCONJ
easat-2682	185	6	education	education	NOUN
easat-2682	185	7	technology	technology	NOUN
easat-2682	185	8	.	.	PUNCT
easat-2682	186	1	2012;2(4):348	2012;2(4):348	X
easat-2682	186	2	.	.	PUNCT
easat-2682	187	1	[	[	X
easat-2682	187	2	19	19	NUM
easat-2682	187	3	]	]	X
easat-2682	187	4	mirkin	mirkin	PROPN
easat-2682	187	5	b.	b.	PROPN
easat-2682	187	6	population	population	PROPN
easat-2682	187	7	levels	level	NOUN
easat-2682	187	8	,	,	PUNCT
easat-2682	187	9	trends	trend	NOUN
easat-2682	187	10	and	and	CCONJ
easat-2682	187	11	policies	policy	NOUN
easat-2682	187	12	in	in	ADP
easat-2682	187	13	the	the	DET
easat-2682	187	14	arab	arab	ADJ
easat-2682	187	15	region	region	NOUN
easat-2682	187	16	:	:	PUNCT
easat-2682	187	17	challenges	challenge	NOUN
easat-2682	187	18	and	and	CCONJ
easat-2682	187	19	opportunities	opportunity	NOUN
easat-2682	187	20	:	:	PUNCT
easat-2682	187	21	united	united	PROPN
easat-2682	187	22	nations	nations	PROPN
easat-2682	187	23	development	development	PROPN
easat-2682	187	24	programme	programme	PROPN
easat-2682	187	25	,	,	PUNCT
easat-2682	187	26	regional	regional	ADJ
easat-2682	187	27	bureau	bureau	NOUN
easat-2682	187	28	for	for	ADP
easat-2682	187	29	arab	arab	PROPN
easat-2682	187	30	states	states	PROPN
easat-2682	187	31	usa	usa	PROPN
easat-2682	187	32	;	;	PUNCT
easat-2682	187	33	2010	2010	NUM
easat-2682	187	34	.	.	PUNCT
easat-2682	188	1	[	[	X
easat-2682	188	2	20	20	NUM
easat-2682	188	3	]	]	X
easat-2682	188	4	mustafa	mustafa	PROPN
easat-2682	188	5	m	m	PROPN
easat-2682	188	6	,	,	PUNCT
easat-2682	188	7	suleman	suleman	PROPN
easat-2682	188	8	h	h	PROPN
easat-2682	188	9	,	,	PUNCT
easat-2682	188	10	editors	editor	NOUN
easat-2682	188	11	.	.	PUNCT
easat-2682	189	1	mixed	mixed	ADJ
easat-2682	189	2	language	language	NOUN
easat-2682	189	3	arabic	arabic	ADJ
easat-2682	189	4	-	-	PUNCT
easat-2682	189	5	english	english	PROPN
easat-2682	189	6	information	information	NOUN
easat-2682	189	7	retrieval	retrieval	NOUN
easat-2682	189	8	.	.	PUNCT
easat-2682	190	1	computational	computational	ADJ
easat-2682	190	2	linguistics	linguistic	NOUN
easat-2682	190	3	and	and	CCONJ
easat-2682	190	4	intelligent	intelligent	ADJ
easat-2682	190	5	text	text	NOUN
easat-2682	190	6	processing	processing	NOUN
easat-2682	190	7	:	:	PUNCT
easat-2682	190	8	16th	16th	ADJ
easat-2682	190	9	international	international	ADJ
easat-2682	190	10	conference	conference	NOUN
easat-2682	190	11	,	,	PUNCT
easat-2682	190	12	cicling	cicle	VERB
easat-2682	190	13	2015	2015	NUM
easat-2682	190	14	,	,	PUNCT
easat-2682	190	15	cairo	cairo	PROPN
easat-2682	190	16	,	,	PUNCT
easat-2682	190	17	egypt	egypt	PROPN
easat-2682	190	18	,	,	PUNCT
easat-2682	190	19	april	april	PROPN
easat-2682	190	20	14	14	NUM
easat-2682	190	21	-	-	SYM
easat-2682	190	22	20	20	NUM
easat-2682	190	23	,	,	PUNCT
easat-2682	190	24	2015	2015	NUM
easat-2682	190	25	,	,	PUNCT
easat-2682	190	26	proceedings	proceeding	NOUN
easat-2682	190	27	,	,	PUNCT
easat-2682	190	28	part	part	NOUN
easat-2682	190	29	ii	ii	PROPN
easat-2682	190	30	16	16	NUM
easat-2682	190	31	;	;	PUNCT
easat-2682	190	32	2015	2015	NUM
easat-2682	190	33	:	:	PUNCT
easat-2682	190	34	springer	springer	NOUN
easat-2682	190	35	.	.	PUNCT
easat-2682	191	1	[	[	X
easat-2682	191	2	21	21	NUM
easat-2682	191	3	]	]	X
easat-2682	191	4	chung	chung	PROPN
easat-2682	191	5	w.	w.	PROPN
easat-2682	191	6	web	web	NOUN
easat-2682	191	7	searching	search	VERB
easat-2682	191	8	in	in	ADP
easat-2682	191	9	a	a	DET
easat-2682	191	10	multilingual	multilingual	ADJ
easat-2682	191	11	world	world	NOUN
easat-2682	191	12	.	.	PUNCT
easat-2682	192	1	communications	communication	NOUN
easat-2682	192	2	of	of	ADP
easat-2682	192	3	the	the	DET
easat-2682	192	4	acm	acm	PROPN
easat-2682	192	5	.	.	PUNCT
easat-2682	193	1	2008;51(5):32	2008;51(5):32	PROPN
easat-2682	193	2	-	-	PUNCT
easat-2682	193	3	40	40	NUM
easat-2682	193	4	.	.	PUNCT
easat-2682	194	1	[	[	X
easat-2682	194	2	22	22	NUM
easat-2682	194	3	]	]	PUNCT
easat-2682	194	4	habash	habash	NOUN
easat-2682	194	5	n	n	CCONJ
easat-2682	194	6	,	,	PUNCT
easat-2682	194	7	rambow	rambow	PROPN
easat-2682	194	8	o	o	NOUN
easat-2682	194	9	,	,	PUNCT
easat-2682	194	10	editors	editor	NOUN
easat-2682	194	11	.	.	PUNCT
easat-2682	195	1	arabic	arabic	ADJ
easat-2682	195	2	diacritization	diacritization	NOUN
easat-2682	195	3	through	through	ADP
easat-2682	195	4	full	full	ADJ
easat-2682	195	5	morphological	morphological	ADJ
easat-2682	195	6	tagging	tagging	NOUN
easat-2682	195	7	.	.	PUNCT
easat-2682	196	1	human	human	ADJ
easat-2682	196	2	language	language	NOUN
easat-2682	196	3	technologies	technology	NOUN
easat-2682	196	4	2007	2007	NUM
easat-2682	196	5	:	:	PUNCT
easat-2682	196	6	the	the	DET
easat-2682	196	7	conference	conference	NOUN
easat-2682	196	8	of	of	ADP
easat-2682	196	9	the	the	DET
easat-2682	196	10	north	north	ADJ
easat-2682	196	11	american	american	ADJ
easat-2682	196	12	chapter	chapter	NOUN
easat-2682	196	13	of	of	ADP
easat-2682	196	14	the	the	DET
easat-2682	196	15	association	association	NOUN
easat-2682	196	16	for	for	ADP
easat-2682	196	17	computational	computational	ADJ
easat-2682	196	18	linguistics	linguistic	NOUN
easat-2682	196	19	;	;	PUNCT
easat-2682	196	20	companion	companion	NOUN
easat-2682	196	21	volume	volume	NOUN
easat-2682	196	22	,	,	PUNCT
easat-2682	196	23	short	short	ADJ
easat-2682	196	24	papers	paper	NOUN
easat-2682	196	25	;	;	PUNCT
easat-2682	196	26	2007	2007	NUM
easat-2682	196	27	.	.	PUNCT
easat-2682	197	1	[	[	X
easat-2682	197	2	23	23	NUM
easat-2682	197	3	]	]	PUNCT
easat-2682	197	4	gai	gai	X
easat-2682	197	5	rl	rl	PROPN
easat-2682	197	6	,	,	PUNCT
easat-2682	197	7	gao	gao	PROPN
easat-2682	197	8	f	f	PROPN
easat-2682	197	9	,	,	PUNCT
easat-2682	197	10	duan	duan	PROPN
easat-2682	197	11	lm	lm	PROPN
easat-2682	197	12	,	,	PUNCT
easat-2682	197	13	sun	sun	PROPN
easat-2682	197	14	xh	xh	PROPN
easat-2682	197	15	,	,	PUNCT
easat-2682	197	16	li	li	PROPN
easat-2682	197	17	hz	hz	PROPN
easat-2682	197	18	,	,	PUNCT
easat-2682	197	19	editors	editor	NOUN
easat-2682	197	20	.	.	PUNCT
easat-2682	198	1	bidirectional	bidirectional	ADJ
easat-2682	198	2	maximal	maximal	ADJ
easat-2682	198	3	matching	matching	NOUN
easat-2682	198	4	word	word	NOUN
easat-2682	198	5	segmentation	segmentation	NOUN
easat-2682	198	6	algorithm	algorithm	NOUN
easat-2682	198	7	with	with	ADP
easat-2682	198	8	rules	rule	NOUN
easat-2682	198	9	.	.	PUNCT
easat-2682	199	1	advanced	advanced	ADJ
easat-2682	199	2	materials	material	NOUN
easat-2682	199	3	research	research	NOUN
easat-2682	199	4	;	;	PUNCT
easat-2682	199	5	2014	2014	NUM
easat-2682	199	6	:	:	PUNCT
easat-2682	199	7	trans	trans	PROPN
easat-2682	199	8	tech	tech	NOUN
easat-2682	199	9	publ	publ	NOUN
easat-2682	199	10	.	.	PUNCT
easat-2682	200	1	[	[	X
easat-2682	200	2	24	24	NUM
easat-2682	200	3	]	]	X
easat-2682	200	4	zhao	zhao	PROPN
easat-2682	200	5	y	y	PROPN
easat-2682	200	6	,	,	PUNCT
easat-2682	200	7	li	li	PROPN
easat-2682	200	8	h	h	PROPN
easat-2682	200	9	,	,	PUNCT
easat-2682	200	10	yin	yin	PROPN
easat-2682	200	11	s	s	PROPN
easat-2682	200	12	,	,	PUNCT
easat-2682	200	13	sun	sun	PROPN
easat-2682	200	14	y.	y.	PROPN
easat-2682	200	15	a	a	DET
easat-2682	200	16	new	new	ADJ
easat-2682	200	17	chinese	chinese	ADJ
easat-2682	200	18	word	word	NOUN
easat-2682	200	19	segmentation	segmentation	NOUN
easat-2682	200	20	method	method	NOUN
easat-2682	200	21	based	base	VERB
easat-2682	200	22	on	on	ADP
easat-2682	200	23	maximum	maximum	ADJ
easat-2682	200	24	matching	matching	NOUN
easat-2682	200	25	.	.	PUNCT
easat-2682	201	1	j	j	PROPN
easat-2682	201	2	inf	inf	PROPN
easat-2682	201	3	hiding	hiding	PROPN
easat-2682	201	4	multim	multim	PROPN
easat-2682	201	5	signal	signal	NOUN
easat-2682	201	6	process	process	NOUN
easat-2682	201	7	.	.	PUNCT
easat-2682	202	1	2018;9(6):1528	2018;9(6):1528	NUM
easat-2682	202	2	-	-	SYM
easat-2682	202	3	35	35	NUM
easat-2682	202	4	.	.	PUNCT
easat-2682	203	1	[	[	X
easat-2682	203	2	25	25	NUM
easat-2682	203	3	]	]	X
easat-2682	203	4	chen	chen	PROPN
easat-2682	203	5	m	m	PROPN
easat-2682	203	6	-	-	PROPN
easat-2682	203	7	h	h	PROPN
easat-2682	203	8	,	,	PUNCT
easat-2682	203	9	yin	yin	PROPN
easat-2682	203	10	j	j	PROPN
easat-2682	203	11	-	-	PROPN
easat-2682	203	12	h	h	PROPN
easat-2682	203	13	,	,	PUNCT
easat-2682	203	14	shu	shu	PROPN
easat-2682	203	15	c	c	PROPN
easat-2682	203	16	,	,	PUNCT
easat-2682	203	17	wang	wang	PROPN
easat-2682	203	18	m	m	PROPN
easat-2682	203	19	-	-	PROPN
easat-2682	203	20	j.	j.	PROPN
easat-2682	203	21	a	a	DET
easat-2682	203	22	chinese	chinese	ADJ
easat-2682	203	23	word	word	NOUN
easat-2682	203	24	segmentation	segmentation	NOUN
easat-2682	203	25	system	system	NOUN
easat-2682	203	26	design	design	NOUN
easat-2682	203	27	based	base	VERB
easat-2682	203	28	on	on	ADP
easat-2682	203	29	forward	forward	ADV
easat-2682	203	30	-	-	PUNCT
easat-2682	203	31	backward	backward	ADJ
easat-2682	203	32	maximum	maximum	ADJ
easat-2682	203	33	matching	matching	NOUN
easat-2682	203	34	algorithm	algorithm	NOUN
easat-2682	203	35	.	.	PUNCT
easat-2682	204	1	information	information	NOUN
easat-2682	204	2	technology	technology	NOUN
easat-2682	204	3	.	.	PUNCT
easat-2682	205	1	2009(6):124	2009(6):124	NUM
easat-2682	205	2	-	-	SYM
easat-2682	205	3	7	7	NUM
easat-2682	205	4	.	.	PUNCT
easat-2682	206	1	[	[	X
easat-2682	206	2	26	26	NUM
easat-2682	206	3	]	]	X
easat-2682	206	4	cheung	cheung	PROPN
easat-2682	206	5	a	a	PROPN
easat-2682	206	6	,	,	PUNCT
easat-2682	206	7	bennamoun	bennamoun	PROPN
easat-2682	206	8	m	m	PROPN
easat-2682	206	9	,	,	PUNCT
easat-2682	206	10	bergmann	bergmann	PROPN
easat-2682	206	11	nw	nw	PROPN
easat-2682	206	12	.	.	PUNCT
easat-2682	207	1	an	an	DET
easat-2682	207	2	arabic	arabic	ADJ
easat-2682	207	3	optical	optical	ADJ
easat-2682	207	4	character	character	NOUN
easat-2682	207	5	recognition	recognition	NOUN
easat-2682	207	6	system	system	NOUN
easat-2682	207	7	using	use	VERB
easat-2682	207	8	recognition	recognition	NOUN
easat-2682	207	9	-	-	PUNCT
easat-2682	207	10	based	base	VERB
easat-2682	207	11	segmentation	segmentation	NOUN
easat-2682	207	12	.	.	PUNCT
easat-2682	208	1	pattern	pattern	NOUN
easat-2682	208	2	recognition	recognition	NOUN
easat-2682	208	3	.	.	PUNCT
easat-2682	209	1	2001;34(2):215	2001;34(2):215	NUM
easat-2682	209	2	-	-	SYM
easat-2682	209	3	33	33	NUM
easat-2682	209	4	.	.	PUNCT
easat-2682	210	1	[	[	X
easat-2682	210	2	27	27	NUM
easat-2682	210	3	]	]	X
easat-2682	210	4	elnagar	elnagar	PROPN
easat-2682	210	5	a	a	X
easat-2682	210	6	,	,	PUNCT
easat-2682	210	7	al	al	PROPN
easat-2682	210	8	-	-	PUNCT
easat-2682	210	9	debsi	debsi	NOUN
easat-2682	210	10	r	r	NOUN
easat-2682	210	11	,	,	PUNCT
easat-2682	210	12	einea	einea	NOUN
easat-2682	210	13	o.	o.	PROPN
easat-2682	210	14	arabic	arabic	ADJ
easat-2682	210	15	text	text	NOUN
easat-2682	210	16	classification	classification	NOUN
easat-2682	210	17	using	use	VERB
easat-2682	210	18	deep	deep	ADJ
easat-2682	210	19	learning	learning	NOUN
easat-2682	210	20	models	model	NOUN
easat-2682	210	21	.	.	PUNCT
easat-2682	211	1	information	information	NOUN
easat-2682	211	2	processing	processing	NOUN
easat-2682	211	3	&	&	CCONJ
easat-2682	211	4	management	management	NOUN
easat-2682	211	5	.	.	PUNCT
easat-2682	212	1	2020;57(1):102121	2020;57(1):102121	X
easat-2682	212	2	.	.	PUNCT
easat-2682	213	1	[	[	X
easat-2682	213	2	28	28	NUM
easat-2682	213	3	]	]	PUNCT
easat-2682	213	4	alharbi	alharbi	NOUN
easat-2682	213	5	a	a	PRON
easat-2682	213	6	,	,	PUNCT
easat-2682	213	7	kalkatawi	kalkatawi	PROPN
easat-2682	213	8	m	m	PROPN
easat-2682	213	9	,	,	PUNCT
easat-2682	213	10	taileb	taileb	NOUN
easat-2682	213	11	m.	m.	NOUN
easat-2682	213	12	arabic	arabic	ADJ
easat-2682	213	13	sentiment	sentiment	NOUN
easat-2682	213	14	analysis	analysis	NOUN
easat-2682	213	15	using	use	VERB
easat-2682	213	16	deep	deep	ADJ
easat-2682	213	17	learning	learning	NOUN
easat-2682	213	18	and	and	CCONJ
easat-2682	213	19	ensemble	ensemble	ADJ
easat-2682	213	20	methods	method	NOUN
easat-2682	213	21	.	.	PUNCT
easat-2682	214	1	arabian	arabian	ADJ
easat-2682	214	2	journal	journal	PROPN
easat-2682	214	3	for	for	ADP
easat-2682	214	4	science	science	NOUN
easat-2682	214	5	and	and	CCONJ
easat-2682	214	6	engineering	engineering	NOUN
easat-2682	214	7	.	.	PUNCT
easat-2682	215	1	2021;46:8913	2021;46:8913	NUM
easat-2682	215	2	-	-	SYM
easat-2682	215	3	23	23	NUM
easat-2682	215	4	.	.	PUNCT
easat-2682	216	1	[	[	X
easat-2682	216	2	29	29	NUM
easat-2682	216	3	]	]	PUNCT
easat-2682	216	4	shaalan	shaalan	PROPN
easat-2682	216	5	k.	k.	PROPN
easat-2682	217	1	a	a	DET
easat-2682	217	2	survey	survey	NOUN
easat-2682	217	3	of	of	ADP
easat-2682	217	4	arabic	arabic	ADJ
easat-2682	217	5	named	name	VERB
easat-2682	217	6	entity	entity	NOUN
easat-2682	217	7	recognition	recognition	NOUN
easat-2682	217	8	and	and	CCONJ
easat-2682	217	9	classification	classification	NOUN
easat-2682	217	10	.	.	PUNCT
easat-2682	218	1	computational	computational	ADJ
easat-2682	218	2	linguistics	linguistic	NOUN
easat-2682	218	3	.	.	PUNCT
easat-2682	219	1	2014;40(2):469510	2014;40(2):469510	NUM
easat-2682	219	2	.	.	PUNCT
easat-2682	220	1	[	[	X
easat-2682	220	2	30	30	NUM
easat-2682	220	3	]	]	X
easat-2682	220	4	ahn	ahn	PROPN
easat-2682	220	5	kj	kj	PROPN
easat-2682	220	6	,	,	PUNCT
easat-2682	220	7	guha	guha	PROPN
easat-2682	220	8	s.	s.	PROPN
easat-2682	220	9	linear	linear	PROPN
easat-2682	220	10	programming	programming	NOUN
easat-2682	220	11	in	in	ADP
easat-2682	220	12	the	the	DET
easat-2682	220	13	semi	semi	ADJ
easat-2682	220	14	-	-	ADJ
easat-2682	220	15	streaming	streaming	ADJ
easat-2682	220	16	model	model	NOUN
easat-2682	220	17	with	with	ADP
easat-2682	220	18	application	application	NOUN
easat-2682	220	19	to	to	ADP
easat-2682	220	20	the	the	DET
easat-2682	220	21	maximum	maximum	ADJ
easat-2682	220	22	matching	matching	NOUN
easat-2682	220	23	problem	problem	NOUN
easat-2682	220	24	.	.	PUNCT
easat-2682	221	1	information	information	NOUN
easat-2682	221	2	and	and	CCONJ
easat-2682	221	3	computation	computation	NOUN
easat-2682	221	4	.	.	PUNCT
easat-2682	222	1	2013;222:59	2013;222:59	NUM
easat-2682	222	2	-	-	SYM
easat-2682	222	3	79	79	NUM
easat-2682	222	4	.	.	PUNCT
easat-2682	223	1	[	[	X
easat-2682	223	2	31	31	NUM
easat-2682	223	3	]	]	PUNCT
easat-2682	223	4	wang	wang	PROPN
easat-2682	223	5	r	r	PROPN
easat-2682	223	6	,	,	PUNCT
easat-2682	223	7	luan	luan	PROPN
easat-2682	223	8	j	j	PROPN
easat-2682	223	9	,	,	PUNCT
easat-2682	223	10	pan	pan	PROPN
easat-2682	223	11	x	x	PROPN
easat-2682	223	12	,	,	PUNCT
easat-2682	223	13	lu	lu	PROPN
easat-2682	223	14	x.	x.	NOUN
easat-2682	224	1	an	an	DET
easat-2682	224	2	improved	improve	VERB
easat-2682	224	3	forward	forward	ADV
easat-2682	224	4	maximum	maximum	ADJ
easat-2682	224	5	matching	matching	NOUN
easat-2682	224	6	algorithm	algorithm	NOUN
easat-2682	224	7	for	for	ADP
easat-2682	224	8	chinese	chinese	ADJ
easat-2682	224	9	word	word	NOUN
easat-2682	224	10	segmentation	segmentation	NOUN
easat-2682	224	11	.	.	PUNCT
easat-2682	225	1	jisuanji	jisuanji	PROPN
easat-2682	225	2	yingyong	yingyong	PROPN
easat-2682	225	3	yu	yu	PROPN
easat-2682	225	4	ruanjian	ruanjian	PROPN
easat-2682	225	5	.	.	PUNCT
easat-2682	226	1	2011;28(3):195	2011;28(3):195	NUM
easat-2682	226	2	-	-	SYM
easat-2682	226	3	7	7	NUM
easat-2682	226	4	.	.	PUNCT
easat-2682	227	1	[	[	X
easat-2682	227	2	32	32	NUM
easat-2682	227	3	]	]	PUNCT
easat-2682	227	4	wong	wong	PROPN
easat-2682	227	5	p	p	PROPN
easat-2682	227	6	-	-	PUNCT
easat-2682	227	7	k	k	PROPN
easat-2682	227	8	,	,	PUNCT
easat-2682	227	9	chan	chan	PROPN
easat-2682	227	10	c	c	PROPN
easat-2682	227	11	,	,	PUNCT
easat-2682	227	12	editors	editor	NOUN
easat-2682	227	13	.	.	PUNCT
easat-2682	228	1	chinese	chinese	ADJ
easat-2682	228	2	word	word	NOUN
easat-2682	228	3	segmentation	segmentation	NOUN
easat-2682	228	4	based	base	VERB
easat-2682	228	5	on	on	ADP
easat-2682	228	6	maximum	maximum	ADJ
easat-2682	228	7	matching	matching	NOUN
easat-2682	228	8	and	and	CCONJ
easat-2682	228	9	word	word	NOUN
easat-2682	228	10	binding	bind	VERB
easat-2682	228	11	force	force	NOUN
easat-2682	228	12	.	.	PUNCT
easat-2682	229	1	coling	cole	VERB
easat-2682	229	2	1996	1996	NUM
easat-2682	229	3	volume	volume	NOUN
easat-2682	229	4	1	1	NUM
easat-2682	229	5	:	:	PUNCT
easat-2682	229	6	the	the	DET
easat-2682	229	7	16th	16th	ADJ
easat-2682	229	8	international	international	ADJ
easat-2682	229	9	conference	conference	NOUN
easat-2682	229	10	on	on	ADP
easat-2682	229	11	computational	computational	ADJ
easat-2682	229	12	linguistics	linguistic	NOUN
easat-2682	229	13	;	;	PUNCT
easat-2682	229	14	1996	1996	NUM
easat-2682	229	15	.	.	PUNCT
easat-2682	230	1	[	[	X
easat-2682	230	2	33	33	NUM
easat-2682	230	3	]	]	X
easat-2682	230	4	zhang	zhang	PROPN
easat-2682	230	5	l	l	PROPN
easat-2682	230	6	,	,	PUNCT
easat-2682	230	7	li	li	PROPN
easat-2682	230	8	y	y	PROPN
easat-2682	230	9	,	,	PUNCT
easat-2682	230	10	meng	meng	PROPN
easat-2682	230	11	j	j	PROPN
easat-2682	230	12	,	,	PUNCT
easat-2682	230	13	editors	editor	NOUN
easat-2682	230	14	.	.	PUNCT
easat-2682	231	1	design	design	NOUN
easat-2682	231	2	of	of	ADP
easat-2682	231	3	chinese	chinese	ADJ
easat-2682	231	4	word	word	NOUN
easat-2682	231	5	segmentation	segmentation	NOUN
easat-2682	231	6	system	system	NOUN
easat-2682	231	7	based	base	VERB
easat-2682	231	8	on	on	ADP
easat-2682	231	9	improved	improved	ADJ
easat-2682	231	10	chinese	chinese	ADJ
easat-2682	231	11	converse	converse	NOUN
easat-2682	231	12	dictionary	dictionary	NOUN
easat-2682	231	13	and	and	CCONJ
easat-2682	231	14	reverse	reverse	VERB
easat-2682	231	15	maximum	maximum	ADJ
easat-2682	231	16	matching	matching	NOUN
easat-2682	231	17	algorithm	algorithm	NOUN
easat-2682	231	18	.	.	PUNCT
easat-2682	232	1	web	web	NOUN
easat-2682	232	2	information	information	NOUN
easat-2682	232	3	systems	system	NOUN
easat-2682	232	4	–	–	PUNCT
easat-2682	232	5	wise	wise	ADJ
easat-2682	232	6	2006	2006	NUM
easat-2682	232	7	workshops	workshop	NOUN
easat-2682	232	8	:	:	PUNCT
easat-2682	232	9	wise	wise	ADJ
easat-2682	232	10	2006	2006	NUM
easat-2682	232	11	international	international	ADJ
easat-2682	232	12	workshops	workshop	NOUN
easat-2682	232	13	,	,	PUNCT
easat-2682	232	14	wuhan	wuhan	PROPN
easat-2682	232	15	,	,	PUNCT
easat-2682	232	16	china	china	PROPN
easat-2682	232	17	,	,	PUNCT
easat-2682	232	18	october	october	PROPN
easat-2682	232	19	23	23	NUM
easat-2682	232	20	-	-	SYM
easat-2682	232	21	26	26	NUM
easat-2682	232	22	,	,	PUNCT
easat-2682	232	23	2006	2006	NUM
easat-2682	232	24	proceedings	proceeding	NOUN
easat-2682	232	25	7	7	NUM
easat-2682	232	26	;	;	PUNCT
easat-2682	232	27	2006	2006	NUM
easat-2682	232	28	:	:	PUNCT
easat-2682	232	29	springer	springer	NOUN
easat-2682	232	30	.	.	PUNCT