id	sid	tid	token	lemma	pos
easat-3018	1	1	edelweiss	edelweiss	PROPN
easat-3018	1	2	applied	apply	VERB
easat-3018	1	3	science	science	NOUN
easat-3018	1	4	and	and	CCONJ
easat-3018	1	5	technology	technology	NOUN
easat-3018	1	6	issn	issn	PROPN
easat-3018	1	7	:	:	PUNCT
easat-3018	1	8	2576	2576	NUM
easat-3018	1	9	-	-	SYM
easat-3018	1	10	8484	8484	NUM
easat-3018	1	11	vol	vol	NOUN
easat-3018	1	12	.	.	PROPN
easat-3018	1	13	8	8	NUM
easat-3018	1	14	,	,	PUNCT
easat-3018	1	15	no	no	INTJ
easat-3018	1	16	.	.	NOUN
easat-3018	1	17	6	6	NUM
easat-3018	1	18	,	,	PUNCT
easat-3018	1	19	4700	4700	NUM
easat-3018	1	20	-	-	SYM
easat-3018	1	21	4705	4705	NUM
easat-3018	1	22	2024	2024	NUM
easat-3018	1	23	publisher	publisher	NOUN
easat-3018	1	24	:	:	PUNCT
easat-3018	1	25	learning	learn	VERB
easat-3018	1	26	gate	gate	NOUN
easat-3018	1	27	doi	doi	PROPN
easat-3018	1	28	:	:	PUNCT
easat-3018	1	29	10.55214/25768484.v8i6.3018	10.55214/25768484.v8i6.3018	NUM
easat-3018	1	30	©	©	ADP
easat-3018	1	31	2024	2024	NUM
easat-3018	1	32	by	by	ADP
easat-3018	1	33	the	the	DET
easat-3018	1	34	authors	author	NOUN
easat-3018	1	35	;	;	PUNCT
easat-3018	1	36	licensee	licensee	PROPN
easat-3018	1	37	learning	learning	NOUN
easat-3018	1	38	gate	gate	NOUN
easat-3018	1	39	©	©	PROPN
easat-3018	1	40	2024	2024	NUM
easat-3018	1	41	by	by	ADP
easat-3018	1	42	the	the	DET
easat-3018	1	43	authors	author	NOUN
easat-3018	1	44	;	;	PUNCT
easat-3018	1	45	licensee	licensee	PROPN
easat-3018	1	46	learning	learn	VERB
easat-3018	1	47	gate	gate	NOUN
easat-3018	1	48	*	*	PUNCT
easat-3018	1	49	correspondence	correspondence	NOUN
easat-3018	1	50	:	:	PUNCT
easat-3018	1	51	yazeed.alsayed@mediu.edu.my	yazeed.alsayed@mediu.edu.my	NOUN
easat-3018	1	52	challenges	challenge	NOUN
easat-3018	1	53	in	in	ADP
easat-3018	1	54	natural	natural	ADJ
easat-3018	1	55	arabic	arabic	ADJ
easat-3018	1	56	language	language	NOUN
easat-3018	1	57	processing	processing	NOUN
easat-3018	1	58	yazeed	yazeed	NOUN
easat-3018	1	59	al	al	PROPN
easat-3018	1	60	moaiad1	moaiad1	PROPN
easat-3018	2	1	*	*	PROPN
easat-3018	2	2	,	,	PUNCT
easat-3018	2	3	mohammad	mohammad	PROPN
easat-3018	2	4	alobed2	alobed2	PROPN
easat-3018	2	5	,	,	PUNCT
easat-3018	2	6	mahmoud	mahmoud	PROPN
easat-3018	2	7	alsakhnini3	alsakhnini3	PROPN
easat-3018	2	8	,	,	PUNCT
easat-3018	3	1	alaa	alaa	PROPN
easat-3018	3	2	m.	m.	NOUN
easat-3018	3	3	momani4	momani4	PROPN
easat-3018	3	4	1,2faculty	1,2faculty	NUM
easat-3018	3	5	of	of	ADP
easat-3018	3	6	computer	computer	NOUN
easat-3018	3	7	and	and	CCONJ
easat-3018	3	8	information	information	NOUN
easat-3018	3	9	,	,	PUNCT
easat-3018	3	10	al	al	PROPN
easat-3018	3	11	-	-	PROPN
easat-3018	3	12	madinah	madinah	PROPN
easat-3018	3	13	international	international	PROPN
easat-3018	3	14	university	university	PROPN
easat-3018	3	15	,	,	PUNCT
easat-3018	3	16	kuala	kuala	PROPN
easat-3018	3	17	lampur	lampur	PROPN
easat-3018	3	18	,	,	PUNCT
easat-3018	3	19	malaysia	malaysia	PROPN
easat-3018	3	20	;	;	PUNCT
easat-3018	3	21	yazeed.alsayed@mediu.edu.my	yazeed.alsayed@mediu.edu.my	PROPN
easat-3018	3	22	(	(	PUNCT
easat-3018	3	23	y.a.m	y.a.m	PROPN
easat-3018	3	24	.	.	PUNCT
easat-3018	3	25	)	)	PUNCT
easat-3018	4	1	shamona.2018@gmail.com	shamona.2018@gmail.com	X
easat-3018	4	2	(	(	PUNCT
easat-3018	4	3	m.a	m.a	PROPN
easat-3018	4	4	.	.	PROPN
easat-3018	4	5	)	)	PUNCT
easat-3018	4	6	.	.	PUNCT
easat-3018	5	1	3,4school	3,4school	NUM
easat-3018	5	2	of	of	ADP
easat-3018	5	3	computing	computing	NOUN
easat-3018	5	4	,	,	PUNCT
easat-3018	5	5	skyline	skyline	PROPN
easat-3018	5	6	university	university	PROPN
easat-3018	5	7	college	college	PROPN
easat-3018	5	8	,	,	PUNCT
easat-3018	5	9	sharjah	sharjah	PROPN
easat-3018	5	10	,	,	PUNCT
easat-3018	5	11	united	united	PROPN
easat-3018	5	12	arab	arab	PROPN
easat-3018	5	13	emirates	emirates	PROPN
easat-3018	5	14	;	;	PUNCT
easat-3018	5	15	m.alsakhnini@gmail.com	m.alsakhnini@gmail.com	X
easat-3018	5	16	(	(	PUNCT
easat-3018	5	17	m.a	m.a	PROPN
easat-3018	5	18	.	.	PROPN
easat-3018	5	19	)	)	PUNCT
easat-3018	6	1	momanialaa@gmail.com	momanialaa@gmail.com	X
easat-3018	7	1	(	(	PUNCT
easat-3018	7	2	a.m.	a.m.	ADV
easat-3018	7	3	)	)	PUNCT
easat-3018	7	4	.	.	PUNCT
easat-3018	8	1	abstract	abstract	ADJ
easat-3018	8	2	:	:	PUNCT
easat-3018	8	3	speech	speech	NOUN
easat-3018	8	4	recognition	recognition	NOUN
easat-3018	8	5	and	and	CCONJ
easat-3018	8	6	text	text	NOUN
easat-3018	8	7	summarization	summarization	NOUN
easat-3018	8	8	,	,	PUNCT
easat-3018	8	9	plagiarism	plagiarism	NOUN
easat-3018	8	10	detection	detection	NOUN
easat-3018	8	11	,	,	PUNCT
easat-3018	8	12	machine	machine	NOUN
easat-3018	8	13	translation	translation	NOUN
easat-3018	8	14	,	,	PUNCT
easat-3018	8	15	chatbots	chatbot	NOUN
easat-3018	8	16	,	,	PUNCT
easat-3018	8	17	sentiment	sentiment	NOUN
easat-3018	8	18	analysis	analysis	NOUN
easat-3018	8	19	(	(	PUNCT
easat-3018	8	20	sa	sa	NOUN
easat-3018	8	21	)	)	PUNCT
easat-3018	8	22	,	,	PUNCT
easat-3018	8	23	question	question	NOUN
easat-3018	8	24	answering	answering	NOUN
easat-3018	8	25	(	(	PUNCT
easat-3018	8	26	qa	qa	PROPN
easat-3018	8	27	)	)	PUNCT
easat-3018	8	28	,	,	PUNCT
easat-3018	8	29	and	and	CCONJ
easat-3018	8	30	dialogue	dialogue	NOUN
easat-3018	8	31	systems	system	NOUN
easat-3018	8	32	are	be	AUX
easat-3018	8	33	all	all	PRON
easat-3018	8	34	products	product	NOUN
easat-3018	8	35	of	of	ADP
easat-3018	8	36	natural	natural	ADJ
easat-3018	8	37	language	language	NOUN
easat-3018	8	38	processing	processing	NOUN
easat-3018	8	39	(	(	PUNCT
easat-3018	8	40	nlp	nlp	NOUN
easat-3018	8	41	)	)	PUNCT
easat-3018	8	42	,	,	PUNCT
easat-3018	8	43	a	a	DET
easat-3018	8	44	branch	branch	NOUN
easat-3018	8	45	of	of	ADP
easat-3018	8	46	ai	ai	VERB
easat-3018	8	47	concerned	concern	VERB
easat-3018	8	48	with	with	ADP
easat-3018	8	49	modeling	model	VERB
easat-3018	8	50	natural	natural	ADJ
easat-3018	8	51	languages	language	NOUN
easat-3018	8	52	for	for	ADP
easat-3018	8	53	the	the	DET
easat-3018	8	54	purpose	purpose	NOUN
easat-3018	8	55	of	of	ADP
easat-3018	8	56	developing	develop	VERB
easat-3018	8	57	relevant	relevant	ADJ
easat-3018	8	58	applications	application	NOUN
easat-3018	8	59	.	.	PUNCT
easat-3018	9	1	nlp	nlp	NOUN
easat-3018	9	2	draws	draw	VERB
easat-3018	9	3	on	on	ADP
easat-3018	9	4	several	several	ADJ
easat-3018	9	5	disciplines	discipline	NOUN
easat-3018	9	6	,	,	PUNCT
easat-3018	9	7	not	not	PART
easat-3018	9	8	only	only	ADV
easat-3018	9	9	computer	computer	NOUN
easat-3018	9	10	science	science	NOUN
easat-3018	9	11	and	and	CCONJ
easat-3018	9	12	linguistics	linguistic	NOUN
easat-3018	9	13	,	,	PUNCT
easat-3018	9	14	for	for	ADP
easat-3018	9	15	its	its	PRON
easat-3018	9	16	research	research	NOUN
easat-3018	9	17	and	and	CCONJ
easat-3018	9	18	development	development	NOUN
easat-3018	9	19	.	.	PUNCT
easat-3018	10	1	these	these	PRON
easat-3018	10	2	include	include	VERB
easat-3018	10	3	cognitive	cognitive	ADJ
easat-3018	10	4	science	science	NOUN
easat-3018	10	5	,	,	PUNCT
easat-3018	10	6	psychology	psychology	NOUN
easat-3018	10	7	,	,	PUNCT
easat-3018	10	8	mathematics	mathematic	NOUN
easat-3018	10	9	,	,	PUNCT
easat-3018	10	10	and	and	CCONJ
easat-3018	10	11	more	more	ADJ
easat-3018	10	12	.	.	PUNCT
easat-3018	11	1	more	more	ADJ
easat-3018	11	2	than	than	ADP
easat-3018	11	3	1.5	1.5	NUM
easat-3018	11	4	billion	billion	NUM
easat-3018	11	5	muslims	muslim	NOUN
easat-3018	11	6	throughout	throughout	ADP
easat-3018	11	7	the	the	DET
easat-3018	11	8	world	world	NOUN
easat-3018	11	9	depend	depend	VERB
easat-3018	11	10	on	on	ADP
easat-3018	11	11	the	the	DET
easat-3018	11	12	arabic	arabic	ADJ
easat-3018	11	13	language	language	NOUN
easat-3018	11	14	for	for	ADP
easat-3018	11	15	their	their	PRON
easat-3018	11	16	daily	daily	ADJ
easat-3018	11	17	five	five	NUM
easat-3018	11	18	-	-	PUNCT
easat-3018	11	19	times	time	NOUN
easat-3018	11	20	-	-	PUNCT
easat-3018	11	21	prayer	prayer	NOUN
easat-3018	11	22	practice	practice	NOUN
easat-3018	11	23	,	,	PUNCT
easat-3018	11	24	and	and	CCONJ
easat-3018	11	25	arabic	arabic	ADJ
easat-3018	11	26	is	be	AUX
easat-3018	11	27	one	one	NUM
easat-3018	11	28	of	of	ADP
easat-3018	11	29	six	six	NUM
easat-3018	11	30	official	official	ADJ
easat-3018	11	31	languages	language	NOUN
easat-3018	11	32	used	use	VERB
easat-3018	11	33	by	by	ADP
easat-3018	11	34	more	more	ADJ
easat-3018	11	35	than	than	ADP
easat-3018	11	36	422	422	NUM
easat-3018	11	37	million	million	NUM
easat-3018	11	38	people	people	NOUN
easat-3018	11	39	in	in	ADP
easat-3018	11	40	the	the	DET
easat-3018	11	41	arab	arab	ADJ
easat-3018	11	42	world	world	NOUN
easat-3018	11	43	,	,	PUNCT
easat-3018	11	44	according	accord	VERB
easat-3018	11	45	to	to	ADP
easat-3018	11	46	unesco	unesco	PROPN
easat-3018	11	47	.	.	PUNCT
easat-3018	12	1	dialectal	dialectal	ADJ
easat-3018	12	2	arabic	arabic	ADJ
easat-3018	12	3	is	be	AUX
easat-3018	12	4	the	the	DET
easat-3018	12	5	slang	slang	PROPN
easat-3018	12	6	language	language	NOUN
easat-3018	12	7	spoken	speak	VERB
easat-3018	12	8	informally	informally	ADV
easat-3018	12	9	in	in	ADP
easat-3018	12	10	everyday	everyday	ADJ
easat-3018	12	11	life	life	NOUN
easat-3018	12	12	and	and	CCONJ
easat-3018	12	13	varies	vary	VERB
easat-3018	12	14	from	from	ADP
easat-3018	12	15	country	country	NOUN
easat-3018	12	16	to	to	ADP
easat-3018	12	17	country	country	NOUN
easat-3018	12	18	;	;	PUNCT
easat-3018	12	19	classical	classical	ADJ
easat-3018	12	20	arabic	arabic	NOUN
easat-3018	12	21	is	be	AUX
easat-3018	12	22	a	a	DET
easat-3018	12	23	reflection	reflection	NOUN
easat-3018	12	24	of	of	ADP
easat-3018	12	25	the	the	DET
easat-3018	12	26	language	language	NOUN
easat-3018	12	27	spoken	speak	VERB
easat-3018	12	28	by	by	ADP
easat-3018	12	29	the	the	DET
easat-3018	12	30	arabs	arabs	PROPN
easat-3018	12	31	more	more	ADJ
easat-3018	12	32	than	than	ADP
easat-3018	12	33	fourteen	fourteen	NUM
easat-3018	12	34	centuries	century	NOUN
easat-3018	12	35	ago	ago	ADV
easat-3018	12	36	.	.	PUNCT
easat-3018	13	1	modern	modern	ADJ
easat-3018	13	2	standard	standard	PROPN
easat-3018	13	3	arabic	arabic	NOUN
easat-3018	13	4	is	be	AUX
easat-3018	13	5	an	an	DET
easat-3018	13	6	evolving	evolve	VERB
easat-3018	13	7	variety	variety	NOUN
easat-3018	13	8	of	of	ADP
easat-3018	13	9	arabic	arabic	ADJ
easat-3018	13	10	that	that	PRON
easat-3018	13	11	borrows	borrow	VERB
easat-3018	13	12	and	and	CCONJ
easat-3018	13	13	innovates	innovate	VERB
easat-3018	13	14	regularly	regularly	ADV
easat-3018	13	15	to	to	PART
easat-3018	13	16	meet	meet	VERB
easat-3018	13	17	the	the	DET
easat-3018	13	18	changing	change	VERB
easat-3018	13	19	needs	need	NOUN
easat-3018	13	20	of	of	ADP
easat-3018	13	21	its	its	PRON
easat-3018	13	22	speakers	speaker	NOUN
easat-3018	13	23	.	.	PUNCT
easat-3018	14	1	complexity	complexity	NOUN
easat-3018	14	2	is	be	AUX
easat-3018	14	3	added	add	VERB
easat-3018	14	4	to	to	ADP
easat-3018	14	5	the	the	DET
easat-3018	14	6	arabic	arabic	ADJ
easat-3018	14	7	language	language	NOUN
easat-3018	14	8	by	by	ADP
easat-3018	14	9	the	the	DET
easat-3018	14	10	fact	fact	NOUN
easat-3018	14	11	that	that	SCONJ
easat-3018	14	12	it	it	PRON
easat-3018	14	13	encompasses	encompass	VERB
easat-3018	14	14	not	not	PART
easat-3018	14	15	one	one	NUM
easat-3018	14	16	but	but	CCONJ
easat-3018	14	17	three	three	NUM
easat-3018	14	18	different	different	ADJ
easat-3018	14	19	varieties	variety	NOUN
easat-3018	14	20	of	of	ADP
easat-3018	14	21	spoken	spoken	ADJ
easat-3018	14	22	language	language	NOUN
easat-3018	14	23	:	:	PUNCT
easat-3018	14	24	classical	classical	ADJ
easat-3018	14	25	,	,	PUNCT
easat-3018	14	26	contemporary	contemporary	ADJ
easat-3018	14	27	,	,	PUNCT
easat-3018	14	28	and	and	CCONJ
easat-3018	14	29	colloquial	colloquial	ADJ
easat-3018	14	30	.	.	PUNCT
easat-3018	15	1	however	however	ADV
easat-3018	15	2	,	,	PUNCT
easat-3018	15	3	arabic	arabic	ADJ
easat-3018	15	4	language	language	NOUN
easat-3018	15	5	processing	processing	NOUN
easat-3018	15	6	on	on	ADP
easat-3018	15	7	computers	computer	NOUN
easat-3018	15	8	remains	remain	VERB
easat-3018	15	9	difficult	difficult	ADJ
easat-3018	15	10	for	for	ADP
easat-3018	15	11	a	a	DET
easat-3018	15	12	variety	variety	NOUN
easat-3018	15	13	of	of	ADP
easat-3018	15	14	reasons	reason	NOUN
easat-3018	15	15	.	.	PUNCT
easat-3018	16	1	because	because	SCONJ
easat-3018	16	2	of	of	ADP
easat-3018	16	3	the	the	DET
easat-3018	16	4	extensive	extensive	ADJ
easat-3018	16	5	inflection	inflection	NOUN
easat-3018	16	6	and	and	CCONJ
easat-3018	16	7	derivational	derivational	ADJ
easat-3018	16	8	processes	process	NOUN
easat-3018	16	9	that	that	PRON
easat-3018	16	10	occur	occur	VERB
easat-3018	16	11	in	in	ADP
easat-3018	16	12	arabic	arabic	ADJ
easat-3018	16	13	,	,	PUNCT
easat-3018	16	14	a	a	DET
easat-3018	16	15	single	single	ADJ
easat-3018	16	16	lemma	lemma	PROPN
easat-3018	16	17	may	may	AUX
easat-3018	16	18	be	be	AUX
easat-3018	16	19	utilized	utilize	VERB
easat-3018	16	20	to	to	PART
easat-3018	16	21	produce	produce	VERB
easat-3018	16	22	several	several	ADJ
easat-3018	16	23	words	word	NOUN
easat-3018	16	24	with	with	ADP
easat-3018	16	25	distinct	distinct	ADJ
easat-3018	16	26	meanings	meaning	NOUN
easat-3018	16	27	.	.	PUNCT
easat-3018	17	1	keywords	keyword	NOUN
easat-3018	17	2	:	:	PUNCT
easat-3018	17	3	arabic	arabic	ADJ
easat-3018	17	4	dialects	dialect	NOUN
easat-3018	17	5	,	,	PUNCT
easat-3018	17	6	morphological	morphological	ADJ
easat-3018	17	7	richness	richness	NOUN
easat-3018	17	8	,	,	PUNCT
easat-3018	17	9	orthographic	orthographic	ADJ
easat-3018	17	10	ambiguity	ambiguity	NOUN
easat-3018	17	11	,	,	PUNCT
easat-3018	17	12	orthographic	orthographic	ADJ
easat-3018	17	13	inconsistency	inconsistency	NOUN
easat-3018	17	14	,	,	PUNCT
easat-3018	17	15	resource	resource	NOUN
easat-3018	17	16	poverty	poverty	NOUN
easat-3018	17	17	,	,	PUNCT
easat-3018	17	18	stemming	stemming	NOUN
easat-3018	17	19	.	.	PUNCT
easat-3018	18	1	1	1	X
easat-3018	18	2	.	.	X
easat-3018	18	3	introduction	introduction	NOUN
easat-3018	18	4	there	there	PRON
easat-3018	18	5	are	be	VERB
easat-3018	18	6	several	several	ADJ
easat-3018	18	7	obstacles	obstacle	NOUN
easat-3018	18	8	to	to	PART
easat-3018	18	9	overcome	overcome	VERB
easat-3018	18	10	when	when	SCONJ
easat-3018	18	11	attempting	attempt	VERB
easat-3018	18	12	to	to	PART
easat-3018	18	13	apply	apply	VERB
easat-3018	18	14	nlp	nlp	ADJ
easat-3018	18	15	techniques	technique	NOUN
easat-3018	18	16	to	to	ADP
easat-3018	18	17	the	the	DET
easat-3018	18	18	arabic	arabic	ADJ
easat-3018	18	19	language	language	NOUN
easat-3018	18	20	.	.	PUNCT
easat-3018	19	1	arabic	arabic	PROPN
easat-3018	19	2	has	have	VERB
easat-3018	19	3	a	a	DET
easat-3018	19	4	complex	complex	ADJ
easat-3018	19	5	morphology	morphology	NOUN
easat-3018	19	6	and	and	CCONJ
easat-3018	19	7	is	be	AUX
easat-3018	19	8	also	also	ADV
easat-3018	19	9	notoriously	notoriously	ADV
easat-3018	19	10	vague	vague	ADJ
easat-3018	19	11	.	.	PUNCT
easat-3018	20	1	words	word	NOUN
easat-3018	20	2	in	in	ADP
easat-3018	20	3	modern	modern	ADJ
easat-3018	20	4	standard	standard	ADJ
easat-3018	20	5	arabic	arabic	ADJ
easat-3018	20	6	msa	msa	PROPN
easat-3018	20	7	typically	typically	ADV
easat-3018	20	8	undergo	undergo	VERB
easat-3018	20	9	12	12	NUM
easat-3018	20	10	morphological	morphological	ADJ
easat-3018	20	11	analyses	analysis	NOUN
easat-3018	20	12	,	,	PUNCT
easat-3018	20	13	which	which	PRON
easat-3018	20	14	is	be	AUX
easat-3018	20	15	much	much	ADV
easat-3018	20	16	more	more	ADJ
easat-3018	20	17	than	than	ADP
easat-3018	20	18	the	the	DET
easat-3018	20	19	average	average	NOUN
easat-3018	20	20	of	of	ADP
easat-3018	20	21	4	4	NUM
easat-3018	20	22	in	in	ADP
easat-3018	20	23	english	english	PROPN
easat-3018	20	24	,	,	PUNCT
easat-3018	20	25	and	and	CCONJ
easat-3018	20	26	a	a	DET
easat-3018	20	27	full	full	ADJ
easat-3018	20	28	set	set	NOUN
easat-3018	20	29	of	of	ADP
easat-3018	20	30	part	part	NOUN
easat-3018	20	31	-	-	PUNCT
easat-3018	20	32	of	of	ADP
easat-3018	20	33	-	-	PUNCT
easat-3018	20	34	speech	speech	NOUN
easat-3018	20	35	tags	tag	NOUN
easat-3018	20	36	in	in	ADP
easat-3018	20	37	msa	msa	PROPN
easat-3018	20	38	has	have	VERB
easat-3018	20	39	over	over	ADP
easat-3018	20	40	300,000	300,000	NUM
easat-3018	20	41	tags	tag	NOUN
easat-3018	20	42	(	(	PUNCT
easat-3018	20	43	english	english	PROPN
easat-3018	20	44	has	have	AUX
easat-3018	20	45	approximately	approximately	ADV
easat-3018	20	46	50	50	NUM
easat-3018	20	47	)	)	PUNCT
easat-3018	20	48	.	.	PUNCT
easat-3018	21	1	(	(	PUNCT
easat-3018	21	2	english	english	PROPN
easat-3018	21	3	has	have	VERB
easat-3018	21	4	1.25	1.25	NUM
easat-3018	21	5	pos	pos	NOUN
easat-3018	21	6	tags	tag	NOUN
easat-3018	21	7	per	per	ADP
easat-3018	21	8	word	word	NOUN
easat-3018	21	9	on	on	ADP
easat-3018	21	10	average	average	ADJ
easat-3018	21	11	)	)	PUNCT
easat-3018	21	12	.	.	PUNCT
easat-3018	22	1	because	because	SCONJ
easat-3018	22	2	arabic	arabic	ADJ
easat-3018	22	3	orthography	orthography	NOUN
easat-3018	22	4	nearly	nearly	ADV
easat-3018	22	5	never	never	ADV
easat-3018	22	6	uses	use	VERB
easat-3018	22	7	diacritics	diacritic	NOUN
easat-3018	22	8	to	to	PART
easat-3018	22	9	indicate	indicate	VERB
easat-3018	22	10	short	short	ADJ
easat-3018	22	11	vowels	vowel	NOUN
easat-3018	22	12	and	and	CCONJ
easat-3018	22	13	double	double	ADJ
easat-3018	22	14	consonants	consonant	NOUN
easat-3018	22	15	,	,	PUNCT
easat-3018	22	16	there	there	PRON
easat-3018	22	17	is	be	VERB
easat-3018	22	18	a	a	DET
easat-3018	22	19	significant	significant	ADJ
easat-3018	22	20	degree	degree	NOUN
easat-3018	22	21	of	of	ADP
easat-3018	22	22	ambiguity	ambiguity	NOUN
easat-3018	22	23	.	.	PUNCT
easat-3018	23	1	many	many	ADJ
easat-3018	23	2	arabic	arabic	ADJ
easat-3018	23	3	dialects	dialect	NOUN
easat-3018	23	4	exist	exist	VERB
easat-3018	23	5	,	,	PUNCT
easat-3018	23	6	and	and	CCONJ
easat-3018	23	7	they	they	PRON
easat-3018	23	8	all	all	PRON
easat-3018	23	9	vary	vary	VERB
easat-3018	23	10	significantly	significantly	ADV
easat-3018	23	11	from	from	ADP
easat-3018	23	12	modern	modern	ADJ
easat-3018	23	13	standard	standard	ADJ
easat-3018	23	14	arabic	arabic	ADJ
easat-3018	23	15	(	(	PUNCT
easat-3018	23	16	msa	msa	PROPN
easat-3018	23	17	)	)	PUNCT
easat-3018	23	18	,	,	PUNCT
easat-3018	23	19	in	in	ADP
easat-3018	23	20	the	the	DET
easat-3018	23	21	same	same	ADJ
easat-3018	23	22	way	way	NOUN
easat-3018	23	23	as	as	SCONJ
easat-3018	23	24	romance	romance	NOUN
easat-3018	23	25	languages	language	NOUN
easat-3018	23	26	diverge	diverge	VERB
easat-3018	23	27	from	from	ADP
easat-3018	23	28	latin	latin	PROPN
easat-3018	23	29	.	.	PUNCT
easat-3018	24	1	although	although	SCONJ
easat-3018	24	2	it	it	PRON
easat-3018	24	3	is	be	AUX
easat-3018	24	4	the	the	DET
easat-3018	24	5	standard	standard	ADJ
easat-3018	24	6	version	version	NOUN
easat-3018	24	7	of	of	ADP
easat-3018	24	8	arabic	arabic	ADJ
easat-3018	24	9	,	,	PUNCT
easat-3018	24	10	modern	modern	ADJ
easat-3018	24	11	standard	standard	NOUN
easat-3018	24	12	arabic	arabic	ADJ
easat-3018	24	13	(	(	PUNCT
easat-3018	24	14	msa	msa	PROPN
easat-3018	24	15	)	)	PUNCT
easat-3018	24	16	is	be	AUX
easat-3018	24	17	not	not	PART
easat-3018	24	18	a	a	DET
easat-3018	24	19	spoken	spoken	ADJ
easat-3018	24	20	language	language	NOUN
easat-3018	24	21	among	among	ADP
easat-3018	24	22	the	the	DET
easat-3018	24	23	arab	arab	ADJ
easat-3018	24	24	population	population	NOUN
easat-3018	24	25	.	.	PUNCT
easat-3018	25	1	the	the	DET
easat-3018	25	2	actual	actual	ADJ
easat-3018	25	3	mother	mother	NOUN
easat-3018	25	4	languages	language	NOUN
easat-3018	25	5	are	be	AUX
easat-3018	25	6	spoken	speak	VERB
easat-3018	25	7	dialects	dialect	NOUN
easat-3018	25	8	that	that	PRON
easat-3018	25	9	have	have	VERB
easat-3018	25	10	no	no	DET
easat-3018	25	11	written	write	VERB
easat-3018	25	12	norms	norm	NOUN
easat-3018	25	13	and	and	CCONJ
easat-3018	25	14	little	little	ADJ
easat-3018	25	15	linguistic	linguistic	ADJ
easat-3018	25	16	resources	resource	NOUN
easat-3018	26	1	[	[	X
easat-3018	26	2	1	1	NUM
easat-3018	26	3	]	]	PUNCT
easat-3018	26	4	.	.	PUNCT
easat-3018	27	1	many	many	ADJ
easat-3018	27	2	initiatives	initiative	NOUN
easat-3018	27	3	have	have	AUX
easat-3018	27	4	been	be	AUX
easat-3018	27	5	made	make	VERB
easat-3018	27	6	over	over	ADP
easat-3018	27	7	the	the	DET
easat-3018	27	8	last	last	ADJ
easat-3018	27	9	two	two	NUM
easat-3018	27	10	decades	decade	NOUN
easat-3018	27	11	to	to	PART
easat-3018	27	12	build	build	VERB
easat-3018	27	13	tools	tool	NOUN
easat-3018	27	14	to	to	PART
easat-3018	27	15	aid	aid	VERB
easat-3018	27	16	with	with	ADP
easat-3018	27	17	arabic	arabic	ADJ
easat-3018	27	18	natural	natural	ADJ
easat-3018	27	19	language	language	NOUN
easat-3018	27	20	processing	processing	NOUN
easat-3018	27	21	(	(	PUNCT
easat-3018	27	22	nlp	nlp	NOUN
easat-3018	27	23	)	)	PUNCT
easat-3018	27	24	.	.	PUNCT
easat-3018	28	1	while	while	SCONJ
easat-3018	28	2	some	some	PRON
easat-3018	28	3	of	of	ADP
easat-3018	28	4	these	these	DET
easat-3018	28	5	tools	tool	NOUN
easat-3018	28	6	are	be	AUX
easat-3018	28	7	designed	design	VERB
easat-3018	28	8	to	to	PART
easat-3018	28	9	do	do	VERB
easat-3018	28	10	one	one	NUM
easat-3018	28	11	or	or	CCONJ
easat-3018	28	12	a	a	DET
easat-3018	28	13	few	few	ADJ
easat-3018	28	14	particular	particular	ADJ
easat-3018	28	15	nlp	nlp	NOUN
easat-3018	28	16	tasks	task	NOUN
easat-3018	28	17	,	,	PUNCT
easat-3018	28	18	others	other	NOUN
easat-3018	28	19	make	make	VERB
easat-3018	28	20	an	an	DET
easat-3018	28	21	effort	effort	NOUN
easat-3018	28	22	to	to	PART
easat-3018	28	23	accomplish	accomplish	VERB
easat-3018	28	24	many	many	ADJ
easat-3018	28	25	jobs	job	NOUN
easat-3018	28	26	simultaneously	simultaneously	ADV
easat-3018	28	27	.	.	PUNCT
easat-3018	29	1	abu	abu	PROPN
easat-3018	29	2	dhabi	dhabi	PROPN
easat-3018	29	3	,	,	PUNCT
easat-3018	29	4	uae	uae	PROPN
easat-3018	29	5	—	—	PUNCT
easat-3018	29	6	(	(	PUNCT
easat-3018	29	7	business	business	NOUN
easat-3018	29	8	wire	wire	NOUN
easat-3018	29	9	)	)	PUNCT
easat-3018	29	10	—	—	PUNCT
easat-3018	29	11	technology	technology	NOUN
easat-3018	29	12	innovation	innovation	PROPN
easat-3018	29	13	institute	institute	PROPN
easat-3018	29	14	(	(	PUNCT
easat-3018	29	15	tii	tii	PROPN
easat-3018	29	16	)	)	PUNCT
easat-3018	29	17	,	,	PUNCT
easat-3018	29	18	a	a	DET
easat-3018	29	19	global	global	ADJ
easat-3018	29	20	research	research	NOUN
easat-3018	29	21	center	center	NOUN
easat-3018	29	22	and	and	CCONJ
easat-3018	29	23	applied	apply	VERB
easat-3018	29	24	research	research	NOUN
easat-3018	29	25	arm	arm	NOUN
easat-3018	29	26	of	of	ADP
easat-3018	29	27	abu	abu	PROPN
easat-3018	29	28	dhabi	dhabi	PROPN
easat-3018	29	29	's	's	PART
easat-3018	29	30	advanced	advanced	ADJ
easat-3018	29	31	technology	technology	NOUN
easat-3018	29	32	research	research	NOUN
easat-3018	29	33	council	council	NOUN
easat-3018	29	34	,	,	PUNCT
easat-3018	29	35	has	have	AUX
easat-3018	29	36	announced	announce	VERB
easat-3018	29	37	the	the	DET
easat-3018	29	38	launch	launch	NOUN
easat-3018	29	39	of	of	ADP
easat-3018	29	40	noor	noor	PROPN
easat-3018	29	41	,	,	PUNCT
easat-3018	29	42	the	the	DET
easat-3018	29	43	world	world	NOUN
easat-3018	29	44	's	's	PART
easat-3018	29	45	largest	large	ADJ
easat-3018	29	46	arabic	arabic	ADJ
easat-3018	29	47	natural	natural	ADJ
easat-3018	29	48	language	language	NOUN
easat-3018	29	49	processing	processing	NOUN
easat-3018	29	50	(	(	PUNCT
easat-3018	29	51	nlp	nlp	NOUN
easat-3018	29	52	)	)	PUNCT
easat-3018	29	53	model	model	NOUN
easat-3018	29	54	to	to	ADP
easat-3018	29	55	date	date	NOUN
easat-3018	29	56	.	.	PUNCT
easat-3018	30	1	as	as	SCONJ
easat-3018	30	2	digital	digital	ADJ
easat-3018	30	3	technologies	technology	NOUN
easat-3018	30	4	like	like	ADP
easat-3018	30	5	as	as	ADP
easat-3018	30	6	chatbots	chatbot	NOUN
easat-3018	30	7	,	,	PUNCT
easat-3018	30	8	market	market	NOUN
easat-3018	30	9	intelligence	intelligence	NOUN
easat-3018	30	10	,	,	PUNCT
easat-3018	30	11	and	and	CCONJ
easat-3018	30	12	machine	machine	NOUN
easat-3018	30	13	translation	translation	NOUN
easat-3018	30	14	lean	lean	VERB
easat-3018	30	15	strongly	strongly	ADV
easat-3018	30	16	toward	toward	ADP
easat-3018	30	17	english	english	PROPN
easat-3018	30	18	and	and	CCONJ
easat-3018	30	19	chinese	chinese	PROPN
easat-3018	30	20	-	-	PUNCT
easat-3018	30	21	speaking	speak	VERB
easat-3018	30	22	markets	market	NOUN
easat-3018	30	23	,	,	PUNCT
easat-3018	30	24	the	the	DET
easat-3018	30	25	technology	technology	NOUN
easat-3018	30	26	innovation	innovation	PROPN
easat-3018	30	27	institute	institute	PROPN
easat-3018	30	28	's	's	PART
easat-3018	30	29	noor	noor	PROPN
easat-3018	30	30	model	model	NOUN
easat-3018	30	31	may	may	PROPN
easat-3018	30	32	4701	4701	NUM
easat-3018	30	33	edelweiss	edelweiss	PROPN
easat-3018	30	34	applied	apply	VERB
easat-3018	30	35	science	science	NOUN
easat-3018	30	36	and	and	CCONJ
easat-3018	30	37	technology	technology	NOUN
easat-3018	30	38	issn	issn	PROPN
easat-3018	30	39	:	:	PUNCT
easat-3018	30	40	2576	2576	NUM
easat-3018	30	41	-	-	SYM
easat-3018	30	42	8484	8484	NUM
easat-3018	30	43	vol	vol	NOUN
easat-3018	30	44	.	.	PROPN
easat-3018	31	1	8	8	NUM
easat-3018	31	2	,	,	PUNCT
easat-3018	31	3	no	no	INTJ
easat-3018	31	4	.	.	NOUN
easat-3018	32	1	6	6	NUM
easat-3018	32	2	:	:	SYM
easat-3018	32	3	4700	4700	NUM
easat-3018	32	4	-	-	SYM
easat-3018	32	5	4705	4705	NUM
easat-3018	32	6	,	,	PUNCT
easat-3018	32	7	2024	2024	NUM
easat-3018	32	8	doi	doi	NOUN
easat-3018	32	9	:	:	PUNCT
easat-3018	32	10	10.55214/25768484.v8i6.3018	10.55214/25768484.v8i6.3018	NUM
easat-3018	32	11	©	©	ADP
easat-3018	32	12	2024	2024	NUM
easat-3018	32	13	by	by	ADP
easat-3018	32	14	the	the	DET
easat-3018	32	15	authors	author	NOUN
easat-3018	32	16	;	;	PUNCT
easat-3018	32	17	licensee	licensee	PROPN
easat-3018	32	18	learning	learn	VERB
easat-3018	32	19	gate	gate	NOUN
easat-3018	32	20	provide	provide	VERB
easat-3018	32	21	the	the	DET
easat-3018	32	22	arab	arab	ADJ
easat-3018	32	23	world	world	NOUN
easat-3018	32	24	a	a	DET
easat-3018	32	25	fresh	fresh	ADJ
easat-3018	32	26	advantage	advantage	NOUN
easat-3018	32	27	in	in	ADP
easat-3018	32	28	the	the	DET
easat-3018	32	29	quest	quest	NOUN
easat-3018	32	30	to	to	PART
easat-3018	32	31	digitalize	digitalize	VERB
easat-3018	32	32	.	.	PUNCT
easat-3018	33	1	noor	noor	PROPN
easat-3018	33	2	's	's	PART
easat-3018	33	3	training	training	NOUN
easat-3018	33	4	dataset	dataset	NOUN
easat-3018	33	5	combines	combine	VERB
easat-3018	33	6	online	online	ADJ
easat-3018	33	7	data	datum	NOUN
easat-3018	33	8	with	with	ADP
easat-3018	33	9	novels	novel	NOUN
easat-3018	33	10	,	,	PUNCT
easat-3018	33	11	poetry	poetry	NOUN
easat-3018	33	12	,	,	PUNCT
easat-3018	33	13	news	news	NOUN
easat-3018	33	14	stories	story	NOUN
easat-3018	33	15	,	,	PUNCT
easat-3018	33	16	and	and	CCONJ
easat-3018	33	17	technical	technical	ADJ
easat-3018	33	18	knowledge	knowledge	NOUN
easat-3018	33	19	to	to	PART
easat-3018	33	20	considerably	considerably	ADV
easat-3018	33	21	broaden	broaden	VERB
easat-3018	33	22	the	the	DET
easat-3018	33	23	model	model	NOUN
easat-3018	33	24	's	's	PART
easat-3018	33	25	application	application	NOUN
easat-3018	33	26	,	,	PUNCT
easat-3018	33	27	making	make	VERB
easat-3018	33	28	it	it	PRON
easat-3018	33	29	the	the	DET
easat-3018	33	30	biggest	big	ADJ
easat-3018	33	31	high	high	ADJ
easat-3018	33	32	-	-	PUNCT
easat-3018	33	33	quality	quality	NOUN
easat-3018	33	34	cross	cross	ADJ
easat-3018	33	35	-	-	ADJ
easat-3018	33	36	domain	domain	ADJ
easat-3018	33	37	arabic	arabic	ADJ
easat-3018	33	38	dataset	dataset	NOUN
easat-3018	33	39	in	in	ADP
easat-3018	33	40	existence	existence	NOUN
easat-3018	33	41	.	.	PUNCT
easat-3018	34	1	model	model	NOUN
easat-3018	34	2	has	have	VERB
easat-3018	34	3	10	10	NUM
easat-3018	34	4	billion	billion	NUM
easat-3018	34	5	parameters	parameter	NOUN
easat-3018	34	6	,	,	PUNCT
easat-3018	34	7	most	most	ADJ
easat-3018	34	8	in	in	ADP
easat-3018	34	9	arabic	arabic	ADJ
easat-3018	34	10	[	[	X
easat-3018	34	11	2	2	NUM
easat-3018	34	12	]	]	PUNCT
easat-3018	34	13	.	.	PUNCT
easat-3018	35	1	arabic	arabic	PROPN
easat-3018	35	2	and	and	CCONJ
easat-3018	35	3	arabic	arabic	ADJ
easat-3018	35	4	dialect	dialect	ADJ
easat-3018	35	5	pre	pre	ADJ
easat-3018	35	6	-	-	ADJ
easat-3018	35	7	processing	processing	ADJ
easat-3018	35	8	,	,	PUNCT
easat-3018	35	9	morphological	morphological	ADJ
easat-3018	35	10	modeling	modeling	NOUN
easat-3018	35	11	,	,	PUNCT
easat-3018	35	12	dialect	dialect	VERB
easat-3018	35	13	identification	identification	NOUN
easat-3018	35	14	,	,	PUNCT
easat-3018	35	15	named	name	VERB
easat-3018	35	16	object	object	NOUN
easat-3018	35	17	recognition	recognition	NOUN
easat-3018	35	18	,	,	PUNCT
easat-3018	35	19	and	and	CCONJ
easat-3018	35	20	sentiment	sentiment	NOUN
easat-3018	35	21	analysis	analysis	NOUN
easat-3018	35	22	are	be	AUX
easat-3018	35	23	all	all	PRON
easat-3018	35	24	supported	support	VERB
easat-3018	35	25	by	by	ADP
easat-3018	35	26	camel	camel	NOUN
easat-3018	35	27	tools	tool	NOUN
easat-3018	35	28	,	,	PUNCT
easat-3018	35	29	an	an	DET
easat-3018	35	30	open	open	ADJ
easat-3018	35	31	-	-	PUNCT
easat-3018	35	32	source	source	NOUN
easat-3018	35	33	python	python	NOUN
easat-3018	35	34	toolkit	toolkit	NOUN
easat-3018	35	35	.	.	PUNCT
easat-3018	36	1	the	the	DET
easat-3018	36	2	camel	camel	NOUN
easat-3018	36	3	tools	tool	NOUN
easat-3018	36	4	package	package	NOUN
easat-3018	36	5	includes	include	VERB
easat-3018	36	6	apis	apis	NOUN
easat-3018	36	7	and	and	CCONJ
easat-3018	36	8	command	command	NOUN
easat-3018	36	9	-	-	PUNCT
easat-3018	36	10	line	line	NOUN
easat-3018	36	11	interfaces	interface	NOUN
easat-3018	36	12	(	(	PUNCT
easat-3018	36	13	clis	clis	PROPN
easat-3018	36	14	)	)	PUNCT
easat-3018	36	15	for	for	ADP
easat-3018	36	16	accessing	access	VERB
easat-3018	36	17	these	these	DET
easat-3018	36	18	tools	tool	NOUN
easat-3018	36	19	programmatically	programmatically	ADV
easat-3018	36	20	[	[	X
easat-3018	36	21	3	3	NUM
easat-3018	36	22	]	]	PUNCT
easat-3018	36	23	.	.	PUNCT
easat-3018	37	1	pre	pre	ADJ
easat-3018	37	2	-	-	ADJ
easat-3018	37	3	processing	processing	NOUN
easat-3018	37	4	is	be	AUX
easat-3018	37	5	the	the	DET
easat-3018	37	6	process	process	NOUN
easat-3018	37	7	of	of	ADP
easat-3018	37	8	cleaning	clean	VERB
easat-3018	37	9	and	and	CCONJ
easat-3018	37	10	preparing	prepare	VERB
easat-3018	37	11	data	datum	NOUN
easat-3018	37	12	for	for	ADP
easat-3018	37	13	analysis	analysis	NOUN
easat-3018	37	14	.	.	PUNCT
easat-3018	38	1	document	document	NOUN
easat-3018	38	2	strings	string	NOUN
easat-3018	38	3	are	be	AUX
easat-3018	38	4	broken	break	VERB
easat-3018	38	5	into	into	ADP
easat-3018	38	6	smaller	small	ADJ
easat-3018	38	7	chunks	chunk	NOUN
easat-3018	38	8	during	during	ADP
easat-3018	38	9	the	the	DET
easat-3018	38	10	tokenization	tokenization	NOUN
easat-3018	38	11	pre	pre	ADJ
easat-3018	38	12	-	-	ADJ
easat-3018	38	13	processing	processing	ADJ
easat-3018	38	14	step	step	NOUN
easat-3018	38	15	.	.	PUNCT
easat-3018	39	1	a	a	DET
easat-3018	39	2	stop	stop	NOUN
easat-3018	39	3	word	word	NOUN
easat-3018	39	4	is	be	AUX
easat-3018	39	5	a	a	DET
easat-3018	39	6	term	term	NOUN
easat-3018	39	7	that	that	PRON
easat-3018	39	8	has	have	VERB
easat-3018	39	9	no	no	DET
easat-3018	39	10	significance	significance	NOUN
easat-3018	39	11	or	or	CCONJ
easat-3018	39	12	importance	importance	NOUN
easat-3018	39	13	in	in	ADP
easat-3018	39	14	the	the	DET
easat-3018	39	15	context	context	NOUN
easat-3018	39	16	of	of	ADP
easat-3018	39	17	the	the	DET
easat-3018	39	18	search	search	NOUN
easat-3018	39	19	.	.	PUNCT
easat-3018	40	1	after	after	SCONJ
easat-3018	40	2	the	the	DET
easat-3018	40	3	text	text	NOUN
easat-3018	40	4	has	have	AUX
easat-3018	40	5	been	be	AUX
easat-3018	40	6	transformed	transform	VERB
easat-3018	40	7	to	to	ADP
easat-3018	40	8	a	a	DET
easat-3018	40	9	token	token	ADJ
easat-3018	40	10	list	list	NOUN
easat-3018	40	11	,	,	PUNCT
easat-3018	40	12	stop	stop	VERB
easat-3018	40	13	words	word	NOUN
easat-3018	40	14	are	be	AUX
easat-3018	40	15	eliminated	eliminate	VERB
easat-3018	40	16	[	[	PUNCT
easat-3018	40	17	3	3	NUM
easat-3018	40	18	]	]	PUNCT
easat-3018	40	19	.	.	PUNCT
easat-3018	41	1	stemming	stem	VERB
easat-3018	41	2	is	be	AUX
easat-3018	41	3	a	a	DET
easat-3018	41	4	way	way	NOUN
easat-3018	41	5	of	of	ADP
easat-3018	41	6	creating	create	VERB
easat-3018	41	7	verb	verb	NOUN
easat-3018	41	8	stems	stem	VERB
easat-3018	41	9	or	or	CCONJ
easat-3018	41	10	roots	root	NOUN
easat-3018	41	11	by	by	ADP
easat-3018	41	12	either	either	CCONJ
easat-3018	41	13	utilizing	utilize	VERB
easat-3018	41	14	a	a	DET
easat-3018	41	15	dictionary	dictionary	NOUN
easat-3018	41	16	to	to	PART
easat-3018	41	17	extract	extract	VERB
easat-3018	41	18	affixes	affix	NOUN
easat-3018	41	19	associated	associate	VERB
easat-3018	41	20	to	to	ADP
easat-3018	41	21	its	its	PRON
easat-3018	41	22	root	root	NOUN
easat-3018	41	23	or	or	CCONJ
easat-3018	41	24	by	by	ADP
easat-3018	41	25	establishing	establish	VERB
easat-3018	41	26	a	a	DET
easat-3018	41	27	set	set	NOUN
easat-3018	41	28	of	of	ADP
easat-3018	41	29	linguistic	linguistic	ADJ
easat-3018	41	30	rules	rule	NOUN
easat-3018	41	31	to	to	PART
easat-3018	41	32	recognize	recognize	VERB
easat-3018	41	33	verb	verb	NOUN
easat-3018	41	34	patterns	pattern	NOUN
easat-3018	41	35	and	and	CCONJ
easat-3018	41	36	thus	thus	ADV
easat-3018	41	37	extracting	extract	VERB
easat-3018	41	38	the	the	DET
easat-3018	41	39	root	root	NOUN
easat-3018	41	40	.	.	PUNCT
easat-3018	42	1	there	there	PRON
easat-3018	42	2	are	be	VERB
easat-3018	42	3	two	two	NUM
easat-3018	42	4	basic	basic	ADJ
easat-3018	42	5	stemming	stemming	NOUN
easat-3018	42	6	techniques	technique	NOUN
easat-3018	42	7	in	in	ADP
easat-3018	42	8	arabic	arabic	ADJ
easat-3018	42	9	:	:	PUNCT
easat-3018	42	10	the	the	DET
easat-3018	42	11	root	root	NOUN
easat-3018	42	12	-	-	PUNCT
easat-3018	42	13	based	base	VERB
easat-3018	42	14	approach	approach	NOUN
easat-3018	42	15	and	and	CCONJ
easat-3018	42	16	the	the	DET
easat-3018	42	17	light	light	ADJ
easat-3018	42	18	stemming	stem	VERB
easat-3018	42	19	approach	approach	NOUN
easat-3018	42	20	.	.	PUNCT
easat-3018	43	1	light	light	ADJ
easat-3018	43	2	stemming	stem	VERB
easat-3018	43	3	methods	method	NOUN
easat-3018	43	4	merely	merely	ADV
easat-3018	43	5	extract	extract	VERB
easat-3018	43	6	prefixes	prefix	NOUN
easat-3018	43	7	and	and	CCONJ
easat-3018	43	8	suffixes	suffix	NOUN
easat-3018	43	9	from	from	ADP
easat-3018	43	10	phrases	phrase	NOUN
easat-3018	43	11	,	,	PUNCT
easat-3018	43	12	while	while	SCONJ
easat-3018	43	13	root	root	NOUN
easat-3018	43	14	stemming	stem	VERB
easat-3018	43	15	algorithms	algorithm	NOUN
easat-3018	43	16	remove	remove	VERB
easat-3018	43	17	all	all	DET
easat-3018	43	18	prefixes	prefix	NOUN
easat-3018	43	19	,	,	PUNCT
easat-3018	43	20	suffixes	suffix	NOUN
easat-3018	43	21	,	,	PUNCT
easat-3018	43	22	and	and	CCONJ
easat-3018	43	23	infixes	infix	NOUN
easat-3018	43	24	[	[	X
easat-3018	43	25	4	4	NUM
easat-3018	43	26	]	]	PUNCT
easat-3018	43	27	.	.	PUNCT
easat-3018	44	1	arabic	arabic	PROPN
easat-3018	44	2	,	,	PUNCT
easat-3018	44	3	as	as	ADP
easat-3018	44	4	comparison	comparison	NOUN
easat-3018	44	5	to	to	ADP
easat-3018	44	6	english	english	PROPN
easat-3018	44	7	,	,	PUNCT
easat-3018	44	8	has	have	VERB
easat-3018	44	9	less	less	ADJ
easat-3018	44	10	tools	tool	NOUN
easat-3018	44	11	available	available	ADJ
easat-3018	44	12	for	for	ADP
easat-3018	44	13	natural	natural	ADJ
easat-3018	44	14	language	language	NOUN
easat-3018	44	15	processing	processing	NOUN
easat-3018	44	16	and	and	CCONJ
easat-3018	44	17	related	related	ADJ
easat-3018	44	18	subjects	subject	NOUN
easat-3018	44	19	,	,	PUNCT
easat-3018	44	20	and	and	CCONJ
easat-3018	44	21	is	be	AUX
easat-3018	44	22	one	one	NUM
easat-3018	44	23	of	of	ADP
easat-3018	44	24	the	the	DET
easat-3018	44	25	low	low	ADJ
easat-3018	44	26	resources	resource	NOUN
easat-3018	44	27	languages	language	NOUN
easat-3018	44	28	,	,	PUNCT
easat-3018	44	29	according	accord	VERB
easat-3018	44	30	to	to	ADP
easat-3018	44	31	the	the	DET
easat-3018	44	32	association	association	NOUN
easat-3018	44	33	for	for	ADP
easat-3018	44	34	computational	computational	ADJ
easat-3018	44	35	linguistics	linguistic	NOUN
easat-3018	44	36	(	(	PUNCT
easat-3018	44	37	acm	acm	PROPN
easat-3018	44	38	)	)	PUNCT
easat-3018	44	39	.	.	PUNCT
easat-3018	45	1	researchers	researcher	NOUN
easat-3018	45	2	in	in	ADP
easat-3018	45	3	low	low	ADJ
easat-3018	45	4	-	-	PUNCT
easat-3018	45	5	resource	resource	NOUN
easat-3018	45	6	languages	language	NOUN
easat-3018	45	7	,	,	PUNCT
easat-3018	45	8	such	such	ADJ
easat-3018	45	9	as	as	ADP
easat-3018	45	10	arabic	arabic	ADJ
easat-3018	45	11	,	,	PUNCT
easat-3018	45	12	have	have	VERB
easat-3018	45	13	less	less	ADJ
easat-3018	45	14	resources	resource	NOUN
easat-3018	45	15	at	at	ADP
easat-3018	45	16	their	their	PRON
easat-3018	45	17	disposal	disposal	NOUN
easat-3018	45	18	than	than	ADP
easat-3018	45	19	their	their	PRON
easat-3018	45	20	english	english	PROPN
easat-3018	45	21	-	-	PUNCT
easat-3018	45	22	speaking	speak	VERB
easat-3018	45	23	counterparts	counterpart	NOUN
easat-3018	45	24	[	[	X
easat-3018	45	25	5	5	NUM
easat-3018	45	26	]	]	PUNCT
easat-3018	45	27	.	.	PUNCT
easat-3018	46	1	2	2	X
easat-3018	46	2	.	.	X
easat-3018	46	3	literature	literature	NOUN
easat-3018	46	4	review	review	VERB
easat-3018	46	5	2.1	2.1	NUM
easat-3018	46	6	.	.	PUNCT
easat-3018	47	1	arabic	arabic	ADJ
easat-3018	47	2	nlp	nlp	NOUN
easat-3018	47	3	applications	application	NOUN
easat-3018	47	4	the	the	DET
easat-3018	47	5	following	follow	VERB
easat-3018	47	6	are	be	AUX
easat-3018	47	7	the	the	DET
easat-3018	47	8	several	several	ADJ
easat-3018	47	9	nlp	nlp	ADJ
easat-3018	47	10	initiatives	initiative	NOUN
easat-3018	47	11	that	that	PRON
easat-3018	47	12	address	address	VERB
easat-3018	47	13	these	these	DET
easat-3018	47	14	difficulties	difficulty	NOUN
easat-3018	47	15	for	for	ADP
easat-3018	47	16	arabic	arabic	ADJ
easat-3018	47	17	,	,	PUNCT
easat-3018	47	18	organized	organize	VERB
easat-3018	47	19	by	by	ADP
easat-3018	47	20	subcategory	subcategory	NOUN
easat-3018	47	21	:	:	PUNCT
easat-3018	47	22	2.1.1	2.1.1	NUM
easat-3018	47	23	.	.	PUNCT
easat-3018	48	1	an	an	DET
easat-3018	48	2	automatic	automatic	ADJ
easat-3018	48	3	arabic	arabic	ADJ
easat-3018	48	4	text	text	NOUN
easat-3018	48	5	summarization	summarization	NOUN
easat-3018	48	6	text	text	NOUN
easat-3018	48	7	summary	summary	NOUN
easat-3018	48	8	creates	create	VERB
easat-3018	48	9	a	a	DET
easat-3018	48	10	compacted	compact	VERB
easat-3018	48	11	version	version	NOUN
easat-3018	48	12	of	of	ADP
easat-3018	48	13	a	a	DET
easat-3018	48	14	document	document	NOUN
easat-3018	48	15	with	with	ADP
easat-3018	48	16	key	key	ADJ
easat-3018	48	17	information	information	NOUN
easat-3018	48	18	.	.	PUNCT
easat-3018	49	1	material	material	NOUN
easat-3018	49	2	summary	summary	NOUN
easat-3018	49	3	reduces	reduce	VERB
easat-3018	49	4	the	the	DET
easat-3018	49	5	original	original	ADJ
easat-3018	49	6	text	text	NOUN
easat-3018	49	7	into	into	ADP
easat-3018	49	8	a	a	DET
easat-3018	49	9	shorter	short	ADJ
easat-3018	49	10	version	version	NOUN
easat-3018	49	11	that	that	PRON
easat-3018	49	12	retains	retain	VERB
easat-3018	49	13	key	key	ADJ
easat-3018	49	14	points	point	NOUN
easat-3018	49	15	.	.	PUNCT
easat-3018	50	1	extractive	extractive	ADJ
easat-3018	50	2	and	and	CCONJ
easat-3018	50	3	abstractive	abstractive	ADJ
easat-3018	50	4	summarization	summarization	NOUN
easat-3018	50	5	are	be	AUX
easat-3018	50	6	two	two	NUM
easat-3018	50	7	methods	method	NOUN
easat-3018	50	8	.	.	PUNCT
easat-3018	51	1	extractive	extractive	ADJ
easat-3018	51	2	summarization	summarization	NOUN
easat-3018	51	3	selects	select	VERB
easat-3018	51	4	the	the	DET
easat-3018	51	5	most	most	ADV
easat-3018	51	6	important	important	ADJ
easat-3018	51	7	sentences	sentence	NOUN
easat-3018	51	8	.	.	PUNCT
easat-3018	52	1	abstract	abstract	ADJ
easat-3018	52	2	summarization	summarization	NOUN
easat-3018	52	3	creates	create	VERB
easat-3018	52	4	unique	unique	ADJ
easat-3018	52	5	sentences	sentence	NOUN
easat-3018	52	6	from	from	ADP
easat-3018	52	7	the	the	DET
easat-3018	52	8	source	source	NOUN
easat-3018	52	9	material	material	NOUN
easat-3018	52	10	.	.	PUNCT
easat-3018	53	1	the	the	DET
easat-3018	53	2	authors	author	NOUN
easat-3018	53	3	describe	describe	VERB
easat-3018	53	4	an	an	DET
easat-3018	53	5	extractive	extractive	NOUN
easat-3018	53	6	-	-	PUNCT
easat-3018	53	7	based	base	VERB
easat-3018	53	8	single	single	ADJ
easat-3018	53	9	-	-	PUNCT
easat-3018	53	10	document	document	NOUN
easat-3018	53	11	strategy	strategy	NOUN
easat-3018	53	12	for	for	ADP
easat-3018	53	13	arabic	arabic	ADJ
easat-3018	53	14	text	text	NOUN
easat-3018	53	15	summarization	summarization	NOUN
easat-3018	53	16	using	use	VERB
easat-3018	53	17	genetic	genetic	ADJ
easat-3018	53	18	algorithms	algorithm	NOUN
easat-3018	53	19	[	[	X
easat-3018	53	20	5	5	NUM
easat-3018	53	21	]	]	PUNCT
easat-3018	53	22	.	.	PUNCT
easat-3018	54	1	2.1.2	2.1.2	X
easat-3018	54	2	.	.	X
easat-3018	54	3	plagiarism	plagiarism	NOUN
easat-3018	54	4	detection	detection	NOUN
easat-3018	54	5	plagiarism	plagiarism	NOUN
easat-3018	54	6	is	be	AUX
easat-3018	54	7	by	by	ADP
easat-3018	54	8	no	no	DET
easat-3018	54	9	means	means	NOUN
easat-3018	54	10	a	a	DET
easat-3018	54	11	new	new	ADJ
easat-3018	54	12	problem	problem	NOUN
easat-3018	54	13	in	in	ADP
easat-3018	54	14	the	the	DET
easat-3018	54	15	academic	academic	ADJ
easat-3018	54	16	world	world	NOUN
easat-3018	54	17	;	;	PUNCT
easat-3018	54	18	however	however	ADV
easat-3018	54	19	,	,	PUNCT
easat-3018	54	20	with	with	ADP
easat-3018	54	21	the	the	DET
easat-3018	54	22	proliferation	proliferation	NOUN
easat-3018	54	23	of	of	ADP
easat-3018	54	24	the	the	DET
easat-3018	54	25	internet	internet	NOUN
easat-3018	54	26	and	and	CCONJ
easat-3018	54	27	the	the	DET
easat-3018	54	28	resulting	result	VERB
easat-3018	54	29	ease	ease	NOUN
easat-3018	54	30	with	with	ADP
easat-3018	54	31	which	which	PRON
easat-3018	54	32	one	one	PRON
easat-3018	54	33	can	can	AUX
easat-3018	54	34	gain	gain	VERB
easat-3018	54	35	access	access	NOUN
easat-3018	54	36	to	to	ADP
easat-3018	54	37	content	content	NOUN
easat-3018	54	38	from	from	ADP
easat-3018	54	39	around	around	ADP
easat-3018	54	40	the	the	DET
easat-3018	54	41	world	world	NOUN
easat-3018	54	42	,	,	PUNCT
easat-3018	54	43	the	the	DET
easat-3018	54	44	problem	problem	NOUN
easat-3018	54	45	has	have	AUX
easat-3018	54	46	taken	take	VERB
easat-3018	54	47	on	on	ADP
easat-3018	54	48	a	a	DET
easat-3018	54	49	greater	great	ADJ
easat-3018	54	50	significance	significance	NOUN
easat-3018	54	51	,	,	PUNCT
easat-3018	54	52	rendering	render	VERB
easat-3018	54	53	human	human	ADJ
easat-3018	54	54	intervention	intervention	NOUN
easat-3018	54	55	alone	alone	ADV
easat-3018	54	56	insufficient	insufficient	ADJ
easat-3018	54	57	to	to	PART
easat-3018	54	58	combat	combat	VERB
easat-3018	54	59	it	it	PRON
easat-3018	54	60	.	.	PUNCT
easat-3018	55	1	despite	despite	SCONJ
easat-3018	55	2	this	this	PRON
easat-3018	55	3	,	,	PUNCT
easat-3018	55	4	plagiarism	plagiarism	NOUN
easat-3018	55	5	is	be	AUX
easat-3018	55	6	far	far	ADV
easat-3018	55	7	from	from	ADP
easat-3018	55	8	being	be	AUX
easat-3018	55	9	an	an	DET
easat-3018	55	10	unsolved	unsolved	ADJ
easat-3018	55	11	issue	issue	NOUN
easat-3018	55	12	,	,	PUNCT
easat-3018	55	13	since	since	SCONJ
easat-3018	55	14	computer	computer	NOUN
easat-3018	55	15	-	-	PUNCT
easat-3018	55	16	assisted	assist	VERB
easat-3018	55	17	plagiarism	plagiarism	NOUN
easat-3018	55	18	detection	detection	NOUN
easat-3018	55	19	is	be	AUX
easat-3018	55	20	now	now	ADV
easat-3018	55	21	an	an	DET
easat-3018	55	22	active	active	ADJ
easat-3018	55	23	topic	topic	NOUN
easat-3018	55	24	of	of	ADP
easat-3018	55	25	study	study	NOUN
easat-3018	55	26	that	that	PRON
easat-3018	55	27	comes	come	VERB
easat-3018	55	28	under	under	ADP
easat-3018	55	29	the	the	DET
easat-3018	55	30	umbrella	umbrella	NOUN
easat-3018	55	31	of	of	ADP
easat-3018	55	32	the	the	DET
easat-3018	55	33	fields	field	NOUN
easat-3018	55	34	of	of	ADP
easat-3018	55	35	information	information	NOUN
easat-3018	55	36	retrieval	retrieval	NOUN
easat-3018	55	37	(	(	PUNCT
easat-3018	55	38	ir	ir	NOUN
easat-3018	55	39	)	)	PUNCT
easat-3018	55	40	and	and	CCONJ
easat-3018	55	41	natural	natural	ADJ
easat-3018	55	42	language	language	NOUN
easat-3018	55	43	processing	processing	NOUN
easat-3018	55	44	(	(	PUNCT
easat-3018	55	45	nlp	nlp	NOUN
easat-3018	55	46	)	)	PUNCT
easat-3018	56	1	[	[	X
easat-3018	56	2	6	6	NUM
easat-3018	56	3	]	]	PUNCT
easat-3018	56	4	.	.	PUNCT
easat-3018	57	1	2.1.3	2.1.3	X
easat-3018	57	2	.	.	PUNCT
easat-3018	57	3	arabic	arabic	PROPN
easat-3018	57	4	chatbot	chatbot	PROPN
easat-3018	57	5	a	a	DET
easat-3018	57	6	chatbot	chatbot	NOUN
easat-3018	57	7	may	may	AUX
easat-3018	57	8	use	use	VERB
easat-3018	57	9	natural	natural	ADJ
easat-3018	57	10	language	language	NOUN
easat-3018	57	11	to	to	PART
easat-3018	57	12	speak	speak	VERB
easat-3018	57	13	in	in	ADP
easat-3018	57	14	real	real	ADJ
easat-3018	57	15	time	time	NOUN
easat-3018	57	16	.	.	PUNCT
easat-3018	58	1	due	due	ADP
easat-3018	58	2	to	to	ADP
easat-3018	58	3	the	the	DET
easat-3018	58	4	internet	internet	NOUN
easat-3018	58	5	development	development	NOUN
easat-3018	58	6	,	,	PUNCT
easat-3018	58	7	more	more	ADJ
easat-3018	58	8	companies	company	NOUN
easat-3018	58	9	are	be	AUX
easat-3018	58	10	employing	employ	VERB
easat-3018	58	11	chatbots	chatbot	NOUN
easat-3018	58	12	to	to	PART
easat-3018	58	13	enhance	enhance	VERB
easat-3018	58	14	customer	customer	NOUN
easat-3018	58	15	service	service	NOUN
easat-3018	58	16	,	,	PUNCT
easat-3018	58	17	simplify	simplify	NOUN
easat-3018	58	18	procedures	procedure	NOUN
easat-3018	58	19	,	,	PUNCT
easat-3018	58	20	and	and	CCONJ
easat-3018	58	21	boost	boost	VERB
easat-3018	58	22	productivity	productivity	NOUN
easat-3018	58	23	.	.	PUNCT
easat-3018	59	1	chatbots	chatbot	NOUN
easat-3018	59	2	are	be	AUX
easat-3018	59	3	in	in	ADP
easat-3018	59	4	use	use	NOUN
easat-3018	59	5	,	,	PUNCT
easat-3018	59	6	but	but	CCONJ
easat-3018	59	7	organizations	organization	NOUN
easat-3018	59	8	want	want	VERB
easat-3018	59	9	autonomous	autonomous	ADJ
easat-3018	59	10	,	,	PUNCT
easat-3018	59	11	conversational	conversational	ADJ
easat-3018	59	12	agents	agent	NOUN
easat-3018	59	13	.	.	PUNCT
easat-3018	60	1	in	in	ADP
easat-3018	60	2	entertainment	entertainment	NOUN
easat-3018	60	3	,	,	PUNCT
easat-3018	60	4	medical	medical	ADJ
easat-3018	60	5	,	,	PUNCT
easat-3018	60	6	education	education	NOUN
easat-3018	60	7	,	,	PUNCT
easat-3018	60	8	and	and	CCONJ
easat-3018	60	9	business	business	NOUN
easat-3018	60	10	,	,	PUNCT
easat-3018	60	11	chatbots	chatbot	NOUN
easat-3018	60	12	have	have	AUX
easat-3018	60	13	proved	prove	VERB
easat-3018	60	14	effective	effective	ADJ
easat-3018	60	15	in	in	ADP
easat-3018	60	16	english	english	PROPN
easat-3018	60	17	,	,	PUNCT
easat-3018	60	18	spanish	spanish	ADJ
easat-3018	60	19	,	,	PUNCT
easat-3018	60	20	and	and	CCONJ
easat-3018	60	21	french	french	ADJ
easat-3018	60	22	.	.	PUNCT
easat-3018	61	1	arabic	arabic	ADJ
easat-3018	61	2	chatbots	chatbot	NOUN
easat-3018	61	3	,	,	PUNCT
easat-3018	61	4	particularly	particularly	ADV
easat-3018	61	5	in	in	ADP
easat-3018	61	6	maintenance	maintenance	NOUN
easat-3018	61	7	,	,	PUNCT
easat-3018	61	8	are	be	AUX
easat-3018	61	9	difficult	difficult	ADJ
easat-3018	61	10	and	and	CCONJ
easat-3018	61	11	rare	rare	ADJ
easat-3018	61	12	.	.	PUNCT
easat-3018	62	1	chatbots	chatbot	NOUN
easat-3018	62	2	have	have	AUX
easat-3018	62	3	shown	show	VERB
easat-3018	62	4	to	to	PART
easat-3018	62	5	be	be	AUX
easat-3018	62	6	effective	effective	ADJ
easat-3018	62	7	in	in	ADP
easat-3018	62	8	a	a	DET
easat-3018	62	9	variety	variety	NOUN
easat-3018	62	10	of	of	ADP
easat-3018	62	11	industries	industry	NOUN
easat-3018	62	12	,	,	PUNCT
easat-3018	62	13	including	include	VERB
easat-3018	62	14	entertainment	entertainment	NOUN
easat-3018	62	15	,	,	PUNCT
easat-3018	62	16	medical	medical	ADJ
easat-3018	62	17	,	,	PUNCT
easat-3018	62	18	education	education	NOUN
easat-3018	62	19	,	,	PUNCT
easat-3018	62	20	and	and	CCONJ
easat-3018	62	21	business	business	NOUN
easat-3018	62	22	,	,	PUNCT
easat-3018	62	23	for	for	ADP
easat-3018	62	24	various	various	ADJ
easat-3018	62	25	languages	language	NOUN
easat-3018	62	26	,	,	PUNCT
easat-3018	62	27	including	include	VERB
easat-3018	62	28	english	english	PROPN
easat-3018	62	29	,	,	PUNCT
easat-3018	62	30	spanish	spanish	ADJ
easat-3018	62	31	,	,	PUNCT
easat-3018	62	32	and	and	CCONJ
easat-3018	62	33	french	french	NOUN
easat-3018	62	34	.	.	PUNCT
easat-3018	63	1	however	however	ADV
easat-3018	63	2	,	,	PUNCT
easat-3018	63	3	arabic	arabic	ADJ
easat-3018	63	4	chatbots	chatbot	NOUN
easat-3018	63	5	are	be	AUX
easat-3018	63	6	difficult	difficult	ADJ
easat-3018	63	7	to	to	PART
easat-3018	63	8	find	find	VERB
easat-3018	63	9	and	and	CCONJ
easat-3018	63	10	uncommon	uncommon	ADJ
easat-3018	63	11	,	,	PUNCT
easat-3018	63	12	particularly	particularly	ADV
easat-3018	63	13	in	in	ADP
easat-3018	63	14	the	the	DET
easat-3018	63	15	support	support	NOUN
easat-3018	63	16	arena	arena	NOUN
easat-3018	64	1	[	[	X
easat-3018	64	2	7	7	NUM
easat-3018	64	3	]	]	PUNCT
easat-3018	64	4	.	.	PUNCT
easat-3018	65	1	4702	4702	NUM
easat-3018	65	2	edelweiss	edelweiss	PROPN
easat-3018	65	3	applied	apply	VERB
easat-3018	65	4	science	science	NOUN
easat-3018	65	5	and	and	CCONJ
easat-3018	65	6	technology	technology	NOUN
easat-3018	65	7	issn	issn	PROPN
easat-3018	65	8	:	:	PUNCT
easat-3018	65	9	2576	2576	NUM
easat-3018	65	10	-	-	SYM
easat-3018	65	11	8484	8484	NUM
easat-3018	65	12	vol	vol	NOUN
easat-3018	65	13	.	.	PROPN
easat-3018	65	14	8	8	NUM
easat-3018	65	15	,	,	PUNCT
easat-3018	65	16	no	no	INTJ
easat-3018	65	17	.	.	NOUN
easat-3018	66	1	6	6	NUM
easat-3018	66	2	:	:	SYM
easat-3018	66	3	4700	4700	NUM
easat-3018	66	4	-	-	SYM
easat-3018	66	5	4705	4705	NUM
easat-3018	66	6	,	,	PUNCT
easat-3018	66	7	2024	2024	NUM
easat-3018	66	8	doi	doi	NOUN
easat-3018	66	9	:	:	PUNCT
easat-3018	66	10	10.55214/25768484.v8i6.3018	10.55214/25768484.v8i6.3018	NUM
easat-3018	66	11	©	©	ADP
easat-3018	66	12	2024	2024	NUM
easat-3018	66	13	by	by	ADP
easat-3018	66	14	the	the	DET
easat-3018	66	15	authors	author	NOUN
easat-3018	66	16	;	;	PUNCT
easat-3018	66	17	licensee	licensee	PROPN
easat-3018	66	18	learning	learning	PROPN
easat-3018	66	19	gate	gate	PROPN
easat-3018	66	20	2.1.4	2.1.4	PROPN
easat-3018	66	21	.	.	PUNCT
easat-3018	67	1	an	an	DET
easat-3018	67	2	automated	automate	VERB
easat-3018	67	3	arabic	arabic	ADJ
easat-3018	67	4	essay	essay	NOUN
easat-3018	67	5	scoring	score	VERB
easat-3018	67	6	one	one	NUM
easat-3018	67	7	of	of	ADP
easat-3018	67	8	the	the	DET
easat-3018	67	9	most	most	ADV
easat-3018	67	10	significant	significant	ADJ
easat-3018	67	11	uses	use	NOUN
easat-3018	67	12	of	of	ADP
easat-3018	67	13	natural	natural	ADJ
easat-3018	67	14	language	language	NOUN
easat-3018	67	15	processing	processing	NOUN
easat-3018	67	16	is	be	AUX
easat-3018	67	17	something	something	PRON
easat-3018	67	18	called	call	VERB
easat-3018	67	19	automated	automate	VERB
easat-3018	67	20	essay	essay	ADJ
easat-3018	67	21	scoring	scoring	NOUN
easat-3018	67	22	,	,	PUNCT
easat-3018	67	23	sometimes	sometimes	ADV
easat-3018	67	24	known	know	VERB
easat-3018	67	25	as	as	ADP
easat-3018	67	26	aes	aes	PROPN
easat-3018	67	27	(	(	PUNCT
easat-3018	67	28	nlp	nlp	NOUN
easat-3018	67	29	)	)	PUNCT
easat-3018	67	30	.	.	PUNCT
easat-3018	68	1	it	it	PRON
easat-3018	68	2	would	would	AUX
easat-3018	68	3	appear	appear	VERB
easat-3018	68	4	that	that	SCONJ
easat-3018	68	5	there	there	PRON
easat-3018	68	6	is	be	VERB
easat-3018	68	7	an	an	DET
easat-3018	68	8	immediate	immediate	ADJ
easat-3018	68	9	need	need	NOUN
easat-3018	68	10	for	for	ADP
easat-3018	68	11	automated	automate	VERB
easat-3018	68	12	scoring	scoring	NOUN
easat-3018	68	13	systems	system	NOUN
easat-3018	68	14	in	in	ADP
easat-3018	68	15	order	order	NOUN
easat-3018	68	16	to	to	PART
easat-3018	68	17	evaluate	evaluate	VERB
easat-3018	68	18	the	the	DET
easat-3018	68	19	students	student	NOUN
easat-3018	68	20	'	'	PART
easat-3018	68	21	responses	response	NOUN
easat-3018	68	22	to	to	ADP
easat-3018	68	23	arabic	arabic	ADJ
easat-3018	68	24	essay	essay	ADJ
easat-3018	68	25	questions	question	NOUN
easat-3018	68	26	.	.	PUNCT
easat-3018	69	1	this	this	PRON
easat-3018	69	2	is	be	AUX
easat-3018	69	3	primarily	primarily	ADV
easat-3018	69	4	attributable	attributable	ADJ
easat-3018	69	5	to	to	ADP
easat-3018	69	6	the	the	DET
easat-3018	69	7	rapid	rapid	ADJ
easat-3018	69	8	growth	growth	NOUN
easat-3018	69	9	of	of	ADP
easat-3018	69	10	the	the	DET
easat-3018	69	11	educational	educational	ADJ
easat-3018	69	12	community	community	NOUN
easat-3018	69	13	as	as	ADV
easat-3018	69	14	well	well	ADV
easat-3018	69	15	as	as	ADP
easat-3018	69	16	the	the	DET
easat-3018	69	17	increased	increase	VERB
easat-3018	69	18	amount	amount	NOUN
easat-3018	69	19	of	of	ADP
easat-3018	69	20	time	time	NOUN
easat-3018	69	21	and	and	CCONJ
easat-3018	69	22	effort	effort	NOUN
easat-3018	69	23	required	require	VERB
easat-3018	69	24	to	to	PART
easat-3018	69	25	complete	complete	VERB
easat-3018	69	26	traditional	traditional	ADJ
easat-3018	69	27	examinations	examination	NOUN
easat-3018	69	28	or	or	CCONJ
easat-3018	69	29	assessment	assessment	NOUN
easat-3018	69	30	scoring	scoring	NOUN
easat-3018	69	31	procedures	procedure	NOUN
easat-3018	69	32	.	.	PUNCT
easat-3018	70	1	feedback	feedback	NOUN
easat-3018	70	2	of	of	ADP
easat-3018	70	3	score	score	NOUN
easat-3018	70	4	is	be	AUX
easat-3018	70	5	produced	produce	VERB
easat-3018	70	6	by	by	ADP
easat-3018	70	7	aes	aes	PROPN
easat-3018	70	8	based	base	VERB
easat-3018	70	9	on	on	ADP
easat-3018	70	10	the	the	DET
easat-3018	70	11	text	text	NOUN
easat-3018	70	12	similarity	similarity	NOUN
easat-3018	70	13	approaches	approach	VERB
easat-3018	70	14	in	in	ADP
easat-3018	70	15	order	order	NOUN
easat-3018	70	16	to	to	PART
easat-3018	70	17	decrease	decrease	VERB
easat-3018	70	18	the	the	DET
easat-3018	70	19	amount	amount	NOUN
easat-3018	70	20	of	of	ADP
easat-3018	70	21	time	time	NOUN
easat-3018	70	22	and	and	CCONJ
easat-3018	70	23	effort	effort	NOUN
easat-3018	70	24	required	require	VERB
easat-3018	70	25	.	.	PUNCT
easat-3018	71	1	text	text	NOUN
easat-3018	71	2	-	-	PUNCT
easat-3018	71	3	to	to	ADP
easat-3018	71	4	-	-	PUNCT
easat-3018	71	5	text	text	NOUN
easat-3018	71	6	similarity	similarity	NOUN
easat-3018	71	7	is	be	AUX
easat-3018	71	8	determined	determine	VERB
easat-3018	71	9	by	by	ADP
easat-3018	71	10	comparing	compare	VERB
easat-3018	71	11	the	the	DET
easat-3018	71	12	texts	text	NOUN
easat-3018	71	13	of	of	ADP
easat-3018	71	14	the	the	DET
easat-3018	71	15	student	student	NOUN
easat-3018	71	16	's	's	PART
easat-3018	71	17	response	response	NOUN
easat-3018	71	18	and	and	CCONJ
easat-3018	71	19	the	the	DET
easat-3018	71	20	model	model	NOUN
easat-3018	71	21	answer	answer	NOUN
easat-3018	71	22	provided	provide	VERB
easat-3018	71	23	by	by	ADP
easat-3018	71	24	the	the	DET
easat-3018	71	25	teacher	teacher	NOUN
easat-3018	71	26	using	use	VERB
easat-3018	71	27	a	a	DET
easat-3018	71	28	variety	variety	NOUN
easat-3018	71	29	of	of	ADP
easat-3018	71	30	comparative	comparative	ADJ
easat-3018	71	31	methodologies	methodology	NOUN
easat-3018	71	32	to	to	PART
easat-3018	71	33	assess	assess	VERB
easat-3018	71	34	the	the	DET
easat-3018	71	35	level	level	NOUN
easat-3018	71	36	of	of	ADP
easat-3018	71	37	similarity	similarity	NOUN
easat-3018	71	38	between	between	ADP
easat-3018	71	39	the	the	DET
easat-3018	71	40	two	two	NUM
easat-3018	72	1	[	[	NOUN
easat-3018	72	2	8	8	NUM
easat-3018	72	3	,	,	PUNCT
easat-3018	72	4	9	9	NUM
easat-3018	72	5	,	,	PUNCT
easat-3018	72	6	10	10	NUM
easat-3018	72	7	]	]	PUNCT
easat-3018	72	8	.	.	PUNCT
easat-3018	73	1	2.1.5	2.1.5	NUM
easat-3018	73	2	.	.	PUNCT
easat-3018	73	3	arabic	arabic	ADJ
easat-3018	73	4	machine	machine	NOUN
easat-3018	73	5	translation	translation	NOUN
easat-3018	73	6	in	in	ADP
easat-3018	73	7	recent	recent	ADJ
easat-3018	73	8	years	year	NOUN
easat-3018	73	9	,	,	PUNCT
easat-3018	73	10	the	the	DET
easat-3018	73	11	computer	computer	NOUN
easat-3018	73	12	language	language	NOUN
easat-3018	73	13	field	field	NOUN
easat-3018	73	14	has	have	AUX
easat-3018	73	15	seen	see	VERB
easat-3018	73	16	significant	significant	ADJ
easat-3018	73	17	evolution	evolution	NOUN
easat-3018	73	18	,	,	PUNCT
easat-3018	73	19	with	with	ADP
easat-3018	73	20	applications	application	NOUN
easat-3018	73	21	in	in	ADP
easat-3018	73	22	a	a	DET
easat-3018	73	23	variety	variety	NOUN
easat-3018	73	24	of	of	ADP
easat-3018	73	25	disciplines	discipline	NOUN
easat-3018	73	26	.	.	PUNCT
easat-3018	74	1	machine	machine	NOUN
easat-3018	74	2	translation	translation	NOUN
easat-3018	74	3	(	(	PUNCT
easat-3018	74	4	mt	mt	PROPN
easat-3018	74	5	)	)	PUNCT
easat-3018	74	6	technology	technology	NOUN
easat-3018	74	7	has	have	AUX
easat-3018	74	8	advanced	advance	VERB
easat-3018	74	9	significantly	significantly	ADV
easat-3018	74	10	as	as	ADP
easat-3018	74	11	a	a	DET
easat-3018	74	12	discipline	discipline	NOUN
easat-3018	74	13	,	,	PUNCT
easat-3018	74	14	with	with	ADP
easat-3018	74	15	many	many	ADJ
easat-3018	74	16	methods	method	NOUN
easat-3018	74	17	and	and	CCONJ
easat-3018	74	18	methodologies	methodology	NOUN
easat-3018	74	19	.	.	PUNCT
easat-3018	75	1	although	although	SCONJ
easat-3018	75	2	there	there	PRON
easat-3018	75	3	are	be	VERB
easat-3018	75	4	several	several	ADJ
easat-3018	75	5	mt	mt	PROPN
easat-3018	75	6	systems	system	NOUN
easat-3018	75	7	and	and	CCONJ
easat-3018	75	8	tools	tool	NOUN
easat-3018	75	9	that	that	PRON
easat-3018	75	10	support	support	VERB
easat-3018	75	11	arabic	arabic	ADJ
easat-3018	75	12	,	,	PUNCT
easat-3018	75	13	the	the	DET
easat-3018	75	14	translation	translation	NOUN
easat-3018	75	15	quality	quality	NOUN
easat-3018	75	16	is	be	AUX
easat-3018	75	17	modest	modest	ADJ
easat-3018	75	18	and	and	CCONJ
easat-3018	75	19	should	should	AUX
easat-3018	75	20	be	be	AUX
easat-3018	75	21	improved	improve	VERB
easat-3018	75	22	.	.	PUNCT
easat-3018	76	1	furthermore	furthermore	ADV
easat-3018	76	2	,	,	PUNCT
easat-3018	76	3	the	the	DET
easat-3018	76	4	increased	increase	VERB
easat-3018	76	5	need	need	NOUN
easat-3018	76	6	for	for	ADP
easat-3018	76	7	effective	effective	ADJ
easat-3018	76	8	technologies	technology	NOUN
easat-3018	76	9	to	to	PART
easat-3018	76	10	process	process	VERB
easat-3018	76	11	and	and	CCONJ
easat-3018	76	12	translate	translate	VERB
easat-3018	76	13	information	information	NOUN
easat-3018	76	14	from	from	ADP
easat-3018	76	15	/	/	SYM
easat-3018	76	16	to	to	ADP
easat-3018	76	17	arabic	arabic	ADJ
easat-3018	76	18	encouraged	encourage	VERB
easat-3018	76	19	arabic	arabic	ADJ
easat-3018	76	20	machine	machine	NOUN
easat-3018	76	21	translation	translation	NOUN
easat-3018	76	22	(	(	PUNCT
easat-3018	76	23	amt	amt	PROPN
easat-3018	76	24	)	)	PUNCT
easat-3018	76	25	researchers	researcher	NOUN
easat-3018	76	26	to	to	PART
easat-3018	76	27	suggest	suggest	VERB
easat-3018	76	28	new	new	ADJ
easat-3018	76	29	techniques	technique	NOUN
easat-3018	76	30	and	and	CCONJ
easat-3018	76	31	solutions	solution	NOUN
easat-3018	76	32	based	base	VERB
easat-3018	76	33	on	on	ADP
easat-3018	76	34	the	the	DET
easat-3018	76	35	mainstream	mainstream	NOUN
easat-3018	76	36	method	method	NOUN
easat-3018	76	37	,	,	PUNCT
easat-3018	76	38	particularly	particularly	ADV
easat-3018	76	39	neural	neural	ADJ
easat-3018	76	40	machine	machine	NOUN
easat-3018	76	41	translation	translation	NOUN
easat-3018	76	42	(	(	PUNCT
easat-3018	76	43	nmt	nmt	NOUN
easat-3018	76	44	)	)	PUNCT
easat-3018	77	1	[	[	X
easat-3018	77	2	11	11	NUM
easat-3018	77	3	]	]	PUNCT
easat-3018	77	4	.	.	PUNCT
easat-3018	78	1	2.2	2.2	NUM
easat-3018	78	2	.	.	PUNCT
easat-3018	78	3	challenges	challenge	NOUN
easat-3018	78	4	of	of	ADP
easat-3018	78	5	processing	process	VERB
easat-3018	78	6	the	the	DET
easat-3018	78	7	arabic	arabic	ADJ
easat-3018	78	8	language	language	NOUN
easat-3018	78	9	to	to	PART
easat-3018	78	10	model	model	VERB
easat-3018	78	11	modern	modern	ADJ
easat-3018	78	12	arabic	arabic	NOUN
easat-3018	78	13	is	be	AUX
easat-3018	78	14	difficult	difficult	ADJ
easat-3018	78	15	for	for	ADP
easat-3018	78	16	nlp	nlp	NOUN
easat-3018	78	17	for	for	ADP
easat-3018	78	18	a	a	DET
easat-3018	78	19	variety	variety	NOUN
easat-3018	78	20	of	of	ADP
easat-3018	78	21	reasons	reason	NOUN
easat-3018	78	22	,	,	PUNCT
easat-3018	78	23	including	include	VERB
easat-3018	78	24	the	the	DET
easat-3018	78	25	language	language	NOUN
easat-3018	78	26	's	's	PART
easat-3018	78	27	morphological	morphological	ADJ
easat-3018	78	28	depth	depth	NOUN
easat-3018	78	29	,	,	PUNCT
easat-3018	78	30	orthographic	orthographic	ADJ
easat-3018	78	31	ambiguity	ambiguity	NOUN
easat-3018	78	32	,	,	PUNCT
easat-3018	78	33	dialectal	dialectal	ADJ
easat-3018	78	34	variances	variance	NOUN
easat-3018	78	35	,	,	PUNCT
easat-3018	78	36	orthographic	orthographic	ADJ
easat-3018	78	37	noise	noise	NOUN
easat-3018	78	38	,	,	PUNCT
easat-3018	78	39	and	and	CCONJ
easat-3018	78	40	lack	lack	NOUN
easat-3018	78	41	of	of	ADP
easat-3018	78	42	available	available	ADJ
easat-3018	78	43	resources	resource	NOUN
easat-3018	78	44	.	.	PUNCT
easat-3018	79	1	right	right	ADJ
easat-3018	79	2	-	-	PUNCT
easat-3018	79	3	to	to	ADP
easat-3018	79	4	-	-	PUNCT
easat-3018	79	5	left	leave	VERB
easat-3018	79	6	arabic	arabic	ADJ
easat-3018	79	7	typography	typography	NOUN
easat-3018	79	8	is	be	AUX
easat-3018	79	9	a	a	DET
easat-3018	79	10	non	non	ADJ
easat-3018	79	11	-	-	NOUN
easat-3018	79	12	issue	issue	NOUN
easat-3018	79	13	since	since	SCONJ
easat-3018	79	14	it	it	PRON
easat-3018	79	15	has	have	AUX
easat-3018	79	16	been	be	AUX
easat-3018	79	17	satisfactorily	satisfactorily	ADV
easat-3018	79	18	resolved	resolve	VERB
easat-3018	79	19	(	(	PUNCT
easat-3018	79	20	although	although	SCONJ
easat-3018	79	21	not	not	PART
easat-3018	79	22	universally	universally	ADV
easat-3018	79	23	implemented	implement	VERB
easat-3018	79	24	)	)	PUNCT
easat-3018	79	25	.	.	PUNCT
easat-3018	80	1	2.2.1	2.2.1	NUM
easat-3018	80	2	.	.	PUNCT
easat-3018	80	3	various	various	ADJ
easat-3018	80	4	forms	form	NOUN
easat-3018	80	5	of	of	ADP
easat-3018	80	6	letters	letter	NOUN
easat-3018	80	7	depending	depend	VERB
easat-3018	80	8	on	on	ADP
easat-3018	80	9	the	the	DET
easat-3018	80	10	context	context	NOUN
easat-3018	80	11	in	in	ADP
easat-3018	80	12	which	which	PRON
easat-3018	80	13	they	they	PRON
easat-3018	80	14	appear	appear	VERB
easat-3018	80	15	in	in	ADP
easat-3018	80	16	a	a	DET
easat-3018	80	17	word	word	NOUN
easat-3018	80	18	,	,	PUNCT
easat-3018	80	19	arabic	arabic	ADJ
easat-3018	80	20	letters	letter	NOUN
easat-3018	80	21	may	may	AUX
easat-3018	80	22	be	be	AUX
easat-3018	80	23	written	write	VERB
easat-3018	80	24	in	in	ADP
easat-3018	80	25	a	a	DET
easat-3018	80	26	wide	wide	ADJ
easat-3018	80	27	variety	variety	NOUN
easat-3018	80	28	of	of	ADP
easat-3018	80	29	different	different	ADJ
easat-3018	80	30	ways	way	NOUN
easat-3018	80	31	.	.	PUNCT
easat-3018	81	1	for	for	ADP
easat-3018	81	2	instance	instance	NOUN
easat-3018	81	3	,	,	PUNCT
easat-3018	81	4	the	the	DET
easat-3018	81	5	letter	letter	NOUN
easat-3018	81	6	"	"	PUNCT
easat-3018	81	7	ف	ف	X
easat-3018	81	8	/	/	SYM
easat-3018	81	9	faa	faa	PROPN
easat-3018	81	10	"	"	PUNCT
easat-3018	81	11	may	may	AUX
easat-3018	81	12	appear	appear	VERB
easat-3018	81	13	like	like	ADP
easat-3018	81	14	"	"	PUNCT
easat-3018	81	15	ف	ف	X
easat-3018	81	16	/	/	PUNCT
easat-3018	81	17	فـ	فـ	X
easat-3018	81	18	depending	depend	VERB
easat-3018	81	19	on	on	ADP
easat-3018	81	20	"	"	PUNCT
easat-3018	81	21	ـفـ/	ـفـ/	ADP
easat-3018	81	22	where	where	SCONJ
easat-3018	81	23	it	it	PRON
easat-3018	81	24	is	be	AUX
easat-3018	81	25	in	in	ADP
easat-3018	81	26	the	the	DET
easat-3018	81	27	word	word	NOUN
easat-3018	81	28	,	,	PUNCT
easat-3018	81	29	whether	whether	SCONJ
easat-3018	81	30	it	it	PRON
easat-3018	81	31	is	be	AUX
easat-3018	81	32	at	at	ADP
easat-3018	81	33	the	the	DET
easat-3018	81	34	beginning	beginning	NOUN
easat-3018	81	35	,	,	PUNCT
easat-3018	81	36	in	in	ADP
easat-3018	81	37	the	the	DET
easat-3018	81	38	middle	middle	NOUN
easat-3018	81	39	,	,	PUNCT
easat-3018	81	40	or	or	CCONJ
easat-3018	81	41	at	at	ADP
easat-3018	81	42	the	the	DET
easat-3018	81	43	conclusion	conclusion	NOUN
easat-3018	81	44	of	of	ADP
easat-3018	81	45	the	the	DET
easat-3018	81	46	sentence	sentence	NOUN
easat-3018	81	47	[	[	X
easat-3018	81	48	12	12	NUM
easat-3018	81	49	,	,	PUNCT
easat-3018	81	50	13	13	NUM
easat-3018	81	51	]	]	PUNCT
easat-3018	81	52	.	.	PUNCT
easat-3018	82	1	take	take	VERB
easat-3018	82	2	,	,	PUNCT
easat-3018	82	3	for	for	ADP
easat-3018	82	4	example	example	NOUN
easat-3018	82	5	:	:	PUNCT
easat-3018	82	6	•	•	X
easat-3018	82	7	cat/	cat/	X
easat-3018	82	8	هرة	هرة	PROPN
easat-3018	82	9	begging	begging	NOUN
easat-3018	82	10	of	of	ADP
easat-3018	82	11	the	the	DET
easat-3018	82	12	word	word	NOUN
easat-3018	82	13	•	•	NOUN
easat-3018	82	14	plain/	plain/	NUM
easat-3018	82	15	سهل	سهل	NOUN
easat-3018	82	16	-middle	-middle	NOUN
easat-3018	82	17	of	of	ADP
easat-3018	82	18	the	the	DET
easat-3018	82	19	word	word	NOUN
easat-3018	82	20	•	•	NOUN
easat-3018	82	21	water	water	NOUN
easat-3018	82	22	/	/	SYM
easat-3018	82	23	مياه	مياه	ADJ
easat-3018	82	24	-end	-end	NOUN
easat-3018	82	25	of	of	ADP
easat-3018	82	26	the	the	DET
easat-3018	82	27	word	word	NOUN
easat-3018	82	28	2.2.2	2.2.2	NUM
easat-3018	82	29	.	.	NOUN
easat-3018	82	30	orthographic	orthographic	ADJ
easat-3018	82	31	ambiguity	ambiguity	NOUN
easat-3018	82	32	different	different	ADJ
easat-3018	82	33	words	word	NOUN
easat-3018	82	34	with	with	ADP
easat-3018	82	35	the	the	DET
easat-3018	82	36	same	same	ADJ
easat-3018	82	37	spelling	spelling	NOUN
easat-3018	82	38	might	might	AUX
easat-3018	82	39	have	have	VERB
easat-3018	82	40	completely	completely	ADV
easat-3018	82	41	different	different	ADJ
easat-3018	82	42	pronunciations	pronunciation	NOUN
easat-3018	82	43	and	and	CCONJ
easat-3018	82	44	connotations	connotation	NOUN
easat-3018	82	45	depending	depend	VERB
easat-3018	82	46	on	on	ADP
easat-3018	82	47	the	the	DET
easat-3018	82	48	diacritical	diacritical	ADJ
easat-3018	82	49	symbols	symbol	NOUN
easat-3018	82	50	and	and	CCONJ
easat-3018	82	51	punctuation	punctuation	NOUN
easat-3018	82	52	used	use	VERB
easat-3018	82	53	.	.	PUNCT
easat-3018	83	1	these	these	DET
easat-3018	83	2	indicators	indicator	NOUN
easat-3018	83	3	of	of	ADP
easat-3018	83	4	how	how	SCONJ
easat-3018	83	5	words	word	NOUN
easat-3018	83	6	are	be	AUX
easat-3018	83	7	spoken	speak	VERB
easat-3018	83	8	are	be	AUX
easat-3018	83	9	referred	refer	VERB
easat-3018	83	10	to	to	ADP
easat-3018	83	11	as	as	ADP
easat-3018	83	12	tashkl	tashkl	NOUN
easat-3018	83	13	or	or	CCONJ
easat-3018	83	14	harakt	harakt	NOUN
easat-3018	83	15	in	in	ADP
easat-3018	83	16	arabic	arabic	ADJ
easat-3018	83	17	,	,	PUNCT
easat-3018	83	18	and	and	CCONJ
easat-3018	83	19	they	they	PRON
easat-3018	83	20	are	be	AUX
easat-3018	83	21	written	write	VERB
easat-3018	83	22	in	in	ADP
easat-3018	83	23	that	that	DET
easat-3018	83	24	language	language	NOUN
easat-3018	83	25	.	.	PUNCT
easat-3018	84	1	the	the	DET
easat-3018	84	2	vast	vast	ADJ
easat-3018	84	3	majority	majority	NOUN
easat-3018	84	4	of	of	ADP
easat-3018	84	5	arabic	arabic	ADJ
easat-3018	84	6	text	text	NOUN
easat-3018	84	7	is	be	AUX
easat-3018	84	8	written	write	VERB
easat-3018	84	9	without	without	ADP
easat-3018	84	10	these	these	DET
easat-3018	84	11	signs	sign	NOUN
easat-3018	84	12	,	,	PUNCT
easat-3018	84	13	making	make	VERB
easat-3018	84	14	it	it	PRON
easat-3018	84	15	difficult	difficult	ADJ
easat-3018	84	16	to	to	PART
easat-3018	84	17	understand	understand	VERB
easat-3018	84	18	what	what	PRON
easat-3018	84	19	is	be	AUX
easat-3018	84	20	being	be	AUX
easat-3018	84	21	said	say	VERB
easat-3018	84	22	.	.	PUNCT
easat-3018	85	1	for	for	ADP
easat-3018	85	2	example	example	NOUN
easat-3018	85	3	,	,	PUNCT
easat-3018	85	4	the	the	DET
easat-3018	85	5	arabic	arabic	ADJ
easat-3018	85	6	word	word	NOUN
easat-3018	85	7	”	"	PUNCT
easat-3018	85	8	ٌَشْعٌر	ٌَشْعٌر	NUM
easat-3018	85	9	”	"	PUNCT
easat-3018	85	10	,	,	PUNCT
easat-3018	85	11	”	"	PUNCT
easat-3018	85	12	ْشعر	ْشعر	ADJ
easat-3018	85	13	”	"	PUNCT
easat-3018	85	14	means	mean	VERB
easat-3018	85	15	hair	hair	NOUN
easat-3018	85	16	,	,	PUNCT
easat-3018	85	17	”	"	PUNCT
easat-3018	85	18	ََشعَر	ََشعَر	NOUN
easat-3018	85	19	”	"	PUNCT
easat-3018	85	20	means	mean	VERB
easat-3018	85	21	he	he	PRON
easat-3018	85	22	felt	feel	VERB
easat-3018	85	23	,	,	PUNCT
easat-3018	85	24	and	and	CCONJ
easat-3018	85	25	”	"	PUNCT
easat-3018	85	26	ٌِشْعر	ٌِشْعر	NOUN
easat-3018	85	27	”	"	PUNCT
easat-3018	85	28	means	mean	VERB
easat-3018	85	29	poetry	poetry	NOUN
easat-3018	86	1	[	[	X
easat-3018	86	2	14	14	NUM
easat-3018	86	3	,	,	PUNCT
easat-3018	86	4	15	15	NUM
easat-3018	86	5	]	]	PUNCT
easat-3018	86	6	.	.	PUNCT
easat-3018	87	1	below	below	ADV
easat-3018	87	2	shows	show	VERB
easat-3018	87	3	an	an	DET
easat-3018	87	4	example	example	NOUN
easat-3018	87	5	:	:	PUNCT
easat-3018	87	6	•	•	NUM
easat-3018	87	7	word	word	NOUN
easat-3018	87	8	'	'	PUNCT
easat-3018	87	9	علم	علم	NOUN
easat-3018	87	10	'	'	PART
easat-3018	87	11	•	•	NUM
easat-3018	87	12	flag/	flag/	SYM
easat-3018	87	13	alam/	alam/	NUM
easat-3018	87	14	ٌَعلَم	ٌَعلَم	NOUN
easat-3018	87	15	•	•	NOUN
easat-3018	87	16	science/	science/	NUM
easat-3018	87	17	ilm/	ilm/	ADJ
easat-3018	88	1	ٌََعلّم	ٌََعلّم	PRON
easat-3018	88	2	•	•	NOUN
easat-3018	88	3	he	he	PRON
easat-3018	88	4	taught	teach	VERB
easat-3018	88	5	/	/	PUNCT
easat-3018	88	6	allama/	allama/	NUM
easat-3018	88	7	ٌََعلّم	ٌََعلّم	NUM
easat-3018	88	8	•	•	NOUN
easat-3018	88	9	known	know	VERB
easat-3018	88	10	/	/	SYM
easat-3018	88	11	ulima/	ulima/	NUM
easat-3018	88	12	ٌَُعِلم	ٌَُعِلم	ADP
easat-3018	88	13	another	another	DET
easat-3018	88	14	possible	possible	ADJ
easat-3018	88	15	source	source	NOUN
easat-3018	88	16	of	of	ADP
easat-3018	88	17	ambiguity	ambiguity	NOUN
easat-3018	88	18	in	in	ADP
easat-3018	88	19	arabic	arabic	ADJ
easat-3018	88	20	is	be	AUX
easat-3018	88	21	the	the	DET
easat-3018	88	22	surrounding	surround	VERB
easat-3018	88	23	context	context	NOUN
easat-3018	88	24	.	.	PUNCT
easat-3018	89	1	for	for	ADP
easat-3018	89	2	instance	instance	NOUN
easat-3018	89	3	,	,	PUNCT
easat-3018	89	4	the	the	DET
easat-3018	89	5	arabic	arabic	ADJ
easat-3018	89	6	term	term	NOUN
easat-3018	89	7	"	"	PUNCT
easat-3018	89	8	قتل	قتل	NOUN
easat-3018	89	9	/killing	/killing	PUNCT
easat-3018	89	10	"	"	PUNCT
easat-3018	89	11	which	which	PRON
easat-3018	89	12	means	mean	VERB
easat-3018	89	13	"	"	PUNCT
easat-3018	89	14	killing	killing	NOUN
easat-3018	89	15	"	"	PUNCT
easat-3018	89	16	may	may	AUX
easat-3018	89	17	be	be	AUX
easat-3018	89	18	used	use	VERB
easat-3018	89	19	in	in	ADP
easat-3018	89	20	both	both	CCONJ
easat-3018	89	21	violent	violent	ADJ
easat-3018	89	22	and	and	CCONJ
easat-3018	89	23	peaceful	peaceful	ADJ
easat-3018	89	24	contexts	contexts	NOUN
easat-3018	89	25	.	.	PUNCT
easat-3018	90	1	one	one	NUM
easat-3018	90	2	4703	4703	NUM
easat-3018	90	3	edelweiss	edelweiss	PROPN
easat-3018	90	4	applied	apply	VERB
easat-3018	90	5	science	science	NOUN
easat-3018	90	6	and	and	CCONJ
easat-3018	90	7	technology	technology	NOUN
easat-3018	90	8	issn	issn	PROPN
easat-3018	90	9	:	:	PUNCT
easat-3018	90	10	2576	2576	NUM
easat-3018	90	11	-	-	SYM
easat-3018	90	12	8484	8484	NUM
easat-3018	90	13	vol	vol	NOUN
easat-3018	90	14	.	.	PROPN
easat-3018	90	15	8	8	NUM
easat-3018	90	16	,	,	PUNCT
easat-3018	90	17	no	no	INTJ
easat-3018	90	18	.	.	NOUN
easat-3018	91	1	6	6	NUM
easat-3018	91	2	:	:	SYM
easat-3018	91	3	4700	4700	NUM
easat-3018	91	4	-	-	SYM
easat-3018	91	5	4705	4705	NUM
easat-3018	91	6	,	,	PUNCT
easat-3018	91	7	2024	2024	NUM
easat-3018	91	8	doi	doi	NOUN
easat-3018	91	9	:	:	PUNCT
easat-3018	91	10	10.55214/25768484.v8i6.3018	10.55214/25768484.v8i6.3018	NUM
easat-3018	91	11	©	©	ADP
easat-3018	91	12	2024	2024	NUM
easat-3018	91	13	by	by	ADP
easat-3018	91	14	the	the	DET
easat-3018	91	15	authors	author	NOUN
easat-3018	91	16	;	;	PUNCT
easat-3018	91	17	licensee	licensee	PROPN
easat-3018	91	18	learning	learn	VERB
easat-3018	91	19	gate	gate	PROPN
easat-3018	91	20	example	example	NOUN
easat-3018	91	21	of	of	ADP
easat-3018	91	22	this	this	DET
easat-3018	91	23	usage	usage	NOUN
easat-3018	91	24	is	be	AUX
easat-3018	91	25	seen	see	VERB
easat-3018	91	26	in	in	ADP
easat-3018	91	27	the	the	DET
easat-3018	91	28	line	line	NOUN
easat-3018	91	29	"	"	PUNCT
easat-3018	91	30	تستطيع	تستطيع	VERB
easat-3018	91	31	قتل	قتل	NOUN
easat-3018	91	32	األزهار	األزهار	VERB
easat-3018	91	33	ولكن	ولكن	NOUN
easat-3018	91	34	ال	ال	ADP
easat-3018	91	35	تستطيع	تستطيع	NOUN
easat-3018	91	36	أن	أن	AUX
easat-3018	91	37	تمنع	تمنع	NOUN
easat-3018	91	38	قدوم	قدوم	PROPN
easat-3018	91	39	الربيع	الربيع	PROPN
easat-3018	91	40	"	"	PUNCT
easat-3018	91	41	which	which	PRON
easat-3018	91	42	translates	translate	VERB
easat-3018	91	43	to	to	ADP
easat-3018	91	44	"	"	PUNCT
easat-3018	91	45	you	you	PRON
easat-3018	91	46	can	can	AUX
easat-3018	91	47	kill	kill	VERB
easat-3018	91	48	the	the	DET
easat-3018	91	49	blossoms	blossom	NOUN
easat-3018	91	50	,	,	PUNCT
easat-3018	91	51	but	but	CCONJ
easat-3018	91	52	you	you	PRON
easat-3018	91	53	ca	can	AUX
easat-3018	91	54	n't	not	PART
easat-3018	91	55	stop	stop	VERB
easat-3018	91	56	spring	spring	NOUN
easat-3018	91	57	from	from	ADP
easat-3018	91	58	arriving	arrive	VERB
easat-3018	91	59	.	.	PUNCT
easat-3018	91	60	"	"	PUNCT
easat-3018	92	1	2.2.3	2.2.3	X
easat-3018	92	2	.	.	PUNCT
easat-3018	92	3	arabic	arabic	ADJ
easat-3018	92	4	dialects	dialect	NOUN
easat-3018	92	5	vary	vary	VERB
easat-3018	92	6	although	although	SCONJ
easat-3018	92	7	modern	modern	ADJ
easat-3018	92	8	standard	standard	NOUN
easat-3018	92	9	arabic	arabic	ADJ
easat-3018	92	10	(	(	PUNCT
easat-3018	92	11	msa	msa	PROPN
easat-3018	92	12	)	)	PUNCT
easat-3018	92	13	is	be	AUX
easat-3018	92	14	the	the	DET
easat-3018	92	15	official	official	ADJ
easat-3018	92	16	language	language	NOUN
easat-3018	92	17	of	of	ADP
easat-3018	92	18	the	the	DET
easat-3018	92	19	arabic	arabic	ADJ
easat-3018	92	20	world	world	NOUN
easat-3018	92	21	,	,	PUNCT
easat-3018	92	22	most	most	ADJ
easat-3018	92	23	people	people	NOUN
easat-3018	92	24	speak	speak	VERB
easat-3018	92	25	a	a	DET
easat-3018	92	26	dialect	dialect	NOUN
easat-3018	92	27	of	of	ADP
easat-3018	92	28	arabic	arabic	ADJ
easat-3018	92	29	.	.	PUNCT
easat-3018	93	1	arabic	arabic	PROPN
easat-3018	93	2	may	may	AUX
easat-3018	93	3	be	be	AUX
easat-3018	93	4	understood	understand	VERB
easat-3018	93	5	in	in	ADP
easat-3018	93	6	a	a	DET
easat-3018	93	7	variety	variety	NOUN
easat-3018	93	8	of	of	ADP
easat-3018	93	9	ways	way	NOUN
easat-3018	93	10	depending	depend	VERB
easat-3018	93	11	on	on	ADP
easat-3018	93	12	where	where	SCONJ
easat-3018	93	13	you	you	PRON
easat-3018	93	14	are	be	AUX
easat-3018	93	15	in	in	ADP
easat-3018	93	16	the	the	DET
easat-3018	93	17	globe	globe	NOUN
easat-3018	93	18	,	,	PUNCT
easat-3018	93	19	or	or	CCONJ
easat-3018	93	20	even	even	ADV
easat-3018	93	21	within	within	ADP
easat-3018	93	22	the	the	DET
easat-3018	93	23	same	same	ADJ
easat-3018	93	24	nation	nation	NOUN
easat-3018	93	25	depending	depend	VERB
easat-3018	93	26	on	on	ADP
easat-3018	93	27	which	which	DET
easat-3018	93	28	region	region	NOUN
easat-3018	93	29	you	you	PRON
easat-3018	93	30	are	be	AUX
easat-3018	93	31	in	in	ADP
easat-3018	93	32	[	[	X
easat-3018	93	33	16	16	NUM
easat-3018	93	34	]	]	PUNCT
easat-3018	93	35	.	.	PUNCT
easat-3018	94	1	below	below	ADV
easat-3018	94	2	is	be	AUX
easat-3018	94	3	an	an	DET
easat-3018	94	4	example	example	NOUN
easat-3018	94	5	of	of	ADP
easat-3018	94	6	how	how	SCONJ
easat-3018	94	7	the	the	DET
easat-3018	94	8	arabic	arabic	ADJ
easat-3018	94	9	word	word	NOUN
easat-3018	94	10	for	for	ADP
easat-3018	94	11	cat	cat	NOUN
easat-3018	94	12	,	,	PUNCT
easat-3018	94	13	which	which	PRON
easat-3018	94	14	in	in	ADP
easat-3018	94	15	msa	msa	PROPN
easat-3018	94	16	is	be	AUX
easat-3018	94	17	written	write	VERB
easat-3018	94	18	as	as	ADP
easat-3018	94	19	qitah/	qitah/	NUM
easat-3018	94	20	قطة	قطة	NOUN
easat-3018	94	21	,	,	PUNCT
easat-3018	94	22	may	may	AUX
easat-3018	94	23	sound	sound	VERB
easat-3018	94	24	different	different	ADJ
easat-3018	94	25	depending	depend	VERB
easat-3018	94	26	on	on	ADP
easat-3018	94	27	the	the	DET
easat-3018	94	28	particular	particular	ADJ
easat-3018	94	29	arabic	arabic	ADJ
easat-3018	94	30	dialect	dialect	NOUN
easat-3018	94	31	being	be	AUX
easat-3018	94	32	spoken	speak	VERB
easat-3018	94	33	.	.	PUNCT
easat-3018	95	1	•	•	NUM
easat-3018	95	2	egyptain	egyptain	ADV
easat-3018	95	3	:	:	PUNCT
easat-3018	95	4	otta	otta	ADJ
easat-3018	95	5	-أطٌة	-أطٌة	PROPN
easat-3018	95	6	•	•	NUM
easat-3018	95	7	levantine	levantine	PROPN
easat-3018	95	8	:	:	PUNCT
easat-3018	95	9	bisse	bisse	PROPN
easat-3018	95	10	-بسٌة	-بسٌة	PROPN
easat-3018	95	11	•	•	ADP
easat-3018	95	12	gulf	gulf	NOUN
easat-3018	95	13	:	:	PUNCT
easat-3018	95	14	qatwa	qatwa	PROPN
easat-3018	95	15	-قطوٌة	-قطوٌة	PUNCT
easat-3018	95	16	•	•	PROPN
easat-3018	95	17	iraqi	iraqi	ADJ
easat-3018	95	18	:	:	PUNCT
easat-3018	95	19	bazzuna	bazzuna	PROPN
easat-3018	95	20	-بزونٌة	-بزونٌة	PROPN
easat-3018	95	21	•	•	NUM
easat-3018	95	22	yamani	yamani	NOUN
easat-3018	95	23	:	:	PUNCT
easat-3018	95	24	sanoura/	sanoura/	NUM
easat-3018	95	25	demah	demah	NOUN
easat-3018	95	26	-دمة	-دمة	NOUN
easat-3018	95	27	/	/	SYM
easat-3018	95	28	سنورٌة	سنورٌة	NOUN
easat-3018	95	29	in	in	ADP
easat-3018	95	30	more	more	ADJ
easat-3018	95	31	than	than	ADP
easat-3018	95	32	one	one	NUM
easat-3018	95	33	dialect	dialect	NOUN
easat-3018	95	34	,	,	PUNCT
easat-3018	95	35	some	some	DET
easat-3018	95	36	words	word	NOUN
easat-3018	95	37	may	may	AUX
easat-3018	95	38	be	be	AUX
easat-3018	95	39	spelled	spell	VERB
easat-3018	95	40	and	and	CCONJ
easat-3018	95	41	spoken	speak	VERB
easat-3018	95	42	in	in	ADP
easat-3018	95	43	the	the	DET
easat-3018	95	44	same	same	ADJ
easat-3018	95	45	way	way	NOUN
easat-3018	95	46	,	,	PUNCT
easat-3018	95	47	but	but	CCONJ
easat-3018	95	48	their	their	PRON
easat-3018	95	49	meanings	meaning	NOUN
easat-3018	95	50	may	may	AUX
easat-3018	95	51	be	be	AUX
easat-3018	95	52	quite	quite	ADV
easat-3018	95	53	distinct	distinct	ADJ
easat-3018	95	54	from	from	ADP
easat-3018	95	55	one	one	NUM
easat-3018	95	56	another	another	DET
easat-3018	95	57	.	.	PUNCT
easat-3018	96	1	for	for	ADP
easat-3018	96	2	instance	instance	NOUN
easat-3018	96	3	,	,	PUNCT
easat-3018	96	4	the	the	DET
easat-3018	96	5	term	term	NOUN
easat-3018	96	6	"	"	PUNCT
easat-3018	96	7	nasih	nasih	NOUN
easat-3018	96	8	"	"	PUNCT
easat-3018	96	9	in	in	ADP
easat-3018	96	10	levantine	levantine	PROPN
easat-3018	96	11	implies	imply	VERB
easat-3018	96	12	"	"	PUNCT
easat-3018	96	13	overweight	overweight	ADJ
easat-3018	96	14	,	,	PUNCT
easat-3018	96	15	"	"	PUNCT
easat-3018	96	16	whereas	whereas	SCONJ
easat-3018	96	17	in	in	ADP
easat-3018	96	18	egyptian	egyptian	NOUN
easat-3018	96	19	it	it	PRON
easat-3018	96	20	means	mean	VERB
easat-3018	96	21	"	"	PUNCT
easat-3018	96	22	clever	clever	ADJ
easat-3018	96	23	,	,	PUNCT
easat-3018	96	24	"	"	PUNCT
easat-3018	96	25	and	and	CCONJ
easat-3018	96	26	in	in	ADP
easat-3018	96	27	the	the	DET
easat-3018	96	28	gulf	gulf	NOUN
easat-3018	96	29	it	it	PRON
easat-3018	96	30	means	mean	VERB
easat-3018	96	31	"	"	PUNCT
easat-3018	96	32	advisor	advisor	NOUN
easat-3018	96	33	.	.	PUNCT
easat-3018	96	34	"	"	PUNCT
easat-3018	97	1	the	the	DET
easat-3018	97	2	variety	variety	NOUN
easat-3018	97	3	of	of	ADP
easat-3018	97	4	arabic	arabic	ADJ
easat-3018	97	5	text	text	NOUN
easat-3018	97	6	produced	produce	VERB
easat-3018	97	7	by	by	ADP
easat-3018	97	8	users	user	NOUN
easat-3018	97	9	is	be	AUX
easat-3018	97	10	greater	great	ADJ
easat-3018	97	11	than	than	ADP
easat-3018	97	12	the	the	DET
easat-3018	97	13	variety	variety	NOUN
easat-3018	97	14	of	of	ADP
easat-3018	97	15	arabic	arabic	ADJ
easat-3018	97	16	dialects	dialect	NOUN
easat-3018	97	17	.	.	PUNCT
easat-3018	98	1	for	for	ADP
easat-3018	98	2	instance	instance	NOUN
easat-3018	98	3	,	,	PUNCT
easat-3018	98	4	the	the	DET
easat-3018	98	5	vast	vast	ADJ
easat-3018	98	6	majority	majority	NOUN
easat-3018	98	7	of	of	ADP
easat-3018	98	8	arabic	arabic	ADJ
easat-3018	98	9	material	material	NOUN
easat-3018	98	10	seen	see	VERB
easat-3018	98	11	on	on	ADP
easat-3018	98	12	social	social	ADJ
easat-3018	98	13	media	medium	NOUN
easat-3018	98	14	platforms	platform	NOUN
easat-3018	98	15	is	be	AUX
easat-3018	98	16	composed	compose	VERB
easat-3018	98	17	in	in	ADP
easat-3018	98	18	an	an	DET
easat-3018	98	19	informal	informal	ADJ
easat-3018	98	20	vernacular	vernacular	NOUN
easat-3018	98	21	.	.	PUNCT
easat-3018	99	1	this	this	PRON
easat-3018	99	2	indicates	indicate	VERB
easat-3018	99	3	that	that	SCONJ
easat-3018	99	4	it	it	PRON
easat-3018	99	5	makes	make	VERB
easat-3018	99	6	use	use	NOUN
easat-3018	99	7	of	of	ADP
easat-3018	99	8	local	local	ADJ
easat-3018	99	9	terminology	terminology	NOUN
easat-3018	99	10	as	as	ADV
easat-3018	99	11	well	well	ADV
easat-3018	99	12	as	as	ADP
easat-3018	99	13	slang	slang	X
easat-3018	99	14	words	word	NOUN
easat-3018	99	15	that	that	PRON
easat-3018	99	16	vary	vary	VERB
easat-3018	99	17	depending	depend	VERB
easat-3018	99	18	on	on	ADP
easat-3018	99	19	the	the	DET
easat-3018	99	20	region	region	NOUN
easat-3018	99	21	of	of	ADP
easat-3018	99	22	the	the	DET
easat-3018	99	23	arabic	arabic	ADV
easat-3018	99	24	-	-	PUNCT
easat-3018	99	25	speaking	speak	VERB
easat-3018	99	26	world	world	NOUN
easat-3018	99	27	in	in	ADP
easat-3018	99	28	which	which	PRON
easat-3018	99	29	one	one	PRON
easat-3018	99	30	is	be	AUX
easat-3018	99	31	located	locate	VERB
easat-3018	99	32	[	[	X
easat-3018	99	33	12	12	NUM
easat-3018	99	34	]	]	PUNCT
easat-3018	99	35	.	.	PUNCT
easat-3018	100	1	here	here	ADV
easat-3018	100	2	is	be	AUX
easat-3018	100	3	a	a	DET
easat-3018	100	4	list	list	NOUN
easat-3018	100	5	of	of	ADP
easat-3018	100	6	the	the	DET
easat-3018	100	7	different	different	ADJ
easat-3018	100	8	kinds	kind	NOUN
easat-3018	100	9	of	of	ADP
easat-3018	100	10	dialectal	dialectal	ADJ
easat-3018	100	11	differences	difference	NOUN
easat-3018	100	12	:	:	PUNCT
easat-3018	100	13	(	(	PUNCT
easat-3018	100	14	1	1	X
easat-3018	100	15	)	)	PUNCT
easat-3018	100	16	classical	classical	ADJ
easat-3018	100	17	arabic	arabic	ADJ
easat-3018	100	18	,	,	PUNCT
easat-3018	100	19	such	such	ADJ
easat-3018	100	20	as	as	ADP
easat-3018	100	21	the	the	DET
easat-3018	100	22	language	language	NOUN
easat-3018	100	23	used	use	VERB
easat-3018	100	24	in	in	ADP
easat-3018	100	25	the	the	DET
easat-3018	100	26	quran	quran	PROPN
easat-3018	100	27	and	and	CCONJ
easat-3018	100	28	historical	historical	ADJ
easat-3018	100	29	texts	text	NOUN
easat-3018	100	30	,	,	PUNCT
easat-3018	100	31	(	(	PUNCT
easat-3018	100	32	2	2	X
easat-3018	100	33	)	)	PUNCT
easat-3018	100	34	modern	modern	ADJ
easat-3018	100	35	standard	standard	NOUN
easat-3018	100	36	arabic	arabic	ADJ
easat-3018	100	37	,	,	PUNCT
easat-3018	100	38	like	like	ADP
easat-3018	100	39	official	official	ADJ
easat-3018	100	40	language	language	NOUN
easat-3018	100	41	,	,	PUNCT
easat-3018	100	42	language	language	NOUN
easat-3018	100	43	of	of	ADP
easat-3018	100	44	news	news	NOUN
easat-3018	100	45	and	and	CCONJ
easat-3018	100	46	media	medium	NOUN
easat-3018	100	47	,	,	PUNCT
easat-3018	100	48	standard	standard	ADJ
easat-3018	100	49	writing	writing	NOUN
easat-3018	100	50	and	and	CCONJ
easat-3018	100	51	grammar	grammar	NOUN
easat-3018	100	52	,	,	PUNCT
easat-3018	100	53	and	and	CCONJ
easat-3018	100	54	the	the	DET
easat-3018	100	55	national	national	ADJ
easat-3018	100	56	language	language	NOUN
easat-3018	100	57	,	,	PUNCT
easat-3018	100	58	(	(	PUNCT
easat-3018	100	59	3	3	X
easat-3018	100	60	)	)	PUNCT
easat-3018	100	61	dialectal	dialectal	ADJ
easat-3018	100	62	arabic	arabic	NOUN
easat-3018	100	63	is	be	AUX
easat-3018	100	64	spoken	speak	VERB
easat-3018	100	65	most	most	ADJ
easat-3018	100	66	of	of	ADP
easat-3018	100	67	the	the	DET
easat-3018	100	68	time	time	NOUN
easat-3018	100	69	,	,	PUNCT
easat-3018	100	70	there	there	PRON
easat-3018	100	71	is	be	VERB
easat-3018	100	72	no	no	DET
easat-3018	100	73	official	official	ADJ
easat-3018	100	74	standardization	standardization	NOUN
easat-3018	100	75	,	,	PUNCT
easat-3018	100	76	it	it	PRON
easat-3018	100	77	is	be	AUX
easat-3018	100	78	the	the	DET
easat-3018	100	79	mother	mother	NOUN
easat-3018	100	80	tongue	tongue	NOUN
easat-3018	100	81	,	,	PUNCT
easat-3018	100	82	and	and	CCONJ
easat-3018	100	83	it	it	PRON
easat-3018	100	84	is	be	AUX
easat-3018	100	85	used	use	VERB
easat-3018	100	86	more	more	ADJ
easat-3018	100	87	and	and	CCONJ
easat-3018	100	88	more	more	ADV
easat-3018	100	89	on	on	ADP
easat-3018	100	90	social	social	ADJ
easat-3018	100	91	media	medium	NOUN
easat-3018	100	92	.	.	PUNCT
easat-3018	101	1	(	(	PUNCT
easat-3018	101	2	4	4	X
easat-3018	101	3	)	)	PUNCT
easat-3018	101	4	rough	rough	ADJ
easat-3018	101	5	classifications	classification	NOUN
easat-3018	101	6	,	,	PUNCT
easat-3018	101	7	such	such	ADJ
easat-3018	101	8	as	as	ADP
easat-3018	101	9	gulf	gulf	PROPN
easat-3018	101	10	arabic	arabic	PROPN
easat-3018	101	11	,	,	PUNCT
easat-3018	101	12	levantine	levantine	PROPN
easat-3018	101	13	arabic	arabic	PROPN
easat-3018	101	14	,	,	PUNCT
easat-3018	101	15	egyptian	egyptian	PROPN
easat-3018	101	16	arabic	arabic	NOUN
easat-3018	101	17	,	,	PUNCT
easat-3018	101	18	and	and	CCONJ
easat-3018	101	19	maghrebi	maghrebi	NOUN
easat-3018	101	20	arabic	arabic	ADJ
easat-3018	101	21	.	.	PUNCT
easat-3018	102	1	(	(	PUNCT
easat-3018	102	2	5	5	X
easat-3018	102	3	)	)	PUNCT
easat-3018	102	4	classification	classification	NOUN
easat-3018	102	5	problems	problem	NOUN
easat-3018	102	6	,	,	PUNCT
easat-3018	102	7	such	such	ADJ
easat-3018	102	8	as	as	ADP
easat-3018	102	9	in	in	ADP
easat-3018	102	10	countries	country	NOUN
easat-3018	102	11	with	with	ADP
easat-3018	102	12	different	different	ADJ
easat-3018	102	13	dialects	dialect	NOUN
easat-3018	102	14	and	and	CCONJ
easat-3018	102	15	sub	sub	NOUN
easat-3018	102	16	-	-	NOUN
easat-3018	102	17	dialects	dialect	NOUN
easat-3018	102	18	,	,	PUNCT
easat-3018	102	19	such	such	ADJ
easat-3018	102	20	as	as	ADP
easat-3018	102	21	urban	urban	ADJ
easat-3018	102	22	,	,	PUNCT
easat-3018	102	23	rural	rural	ADJ
easat-3018	102	24	,	,	PUNCT
easat-3018	102	25	and	and	CCONJ
easat-3018	102	26	bedouin	bedouin	PROPN
easat-3018	102	27	.	.	PUNCT
easat-3018	103	1	2.2.4	2.2.4	X
easat-3018	103	2	.	.	PUNCT
easat-3018	104	1	how	how	SCONJ
easat-3018	104	2	the	the	DET
easat-3018	104	3	alphabets	alphabet	NOUN
easat-3018	104	4	of	of	ADP
easat-3018	104	5	urdu	urdu	PROPN
easat-3018	104	6	and	and	CCONJ
easat-3018	104	7	farsi	farsi	PROPN
easat-3018	104	8	are	be	AUX
easat-3018	104	9	utilized	utilize	VERB
easat-3018	104	10	pronunciation	pronunciation	NOUN
easat-3018	104	11	of	of	ADP
easat-3018	104	12	the	the	DET
easat-3018	104	13	arabic	arabic	ADJ
easat-3018	104	14	alphabet	alphabet	PROPN
easat-3018	104	15	varies	vary	VERB
easat-3018	104	16	across	across	ADP
easat-3018	104	17	different	different	ADJ
easat-3018	104	18	arabic	arabic	ADJ
easat-3018	104	19	dialects	dialect	NOUN
easat-3018	104	20	.	.	PUNCT
easat-3018	105	1	for	for	ADP
easat-3018	105	2	this	this	DET
easat-3018	105	3	reason	reason	NOUN
easat-3018	105	4	,	,	PUNCT
easat-3018	105	5	the	the	DET
easat-3018	105	6	phonetic	phonetic	ADJ
easat-3018	105	7	sound	sound	NOUN
easat-3018	105	8	of	of	ADP
easat-3018	105	9	dialectal	dialectal	ADJ
easat-3018	105	10	words	word	NOUN
easat-3018	105	11	is	be	AUX
easat-3018	105	12	often	often	ADV
easat-3018	105	13	described	describe	VERB
easat-3018	105	14	using	use	VERB
easat-3018	105	15	letters	letter	NOUN
easat-3018	105	16	from	from	ADP
easat-3018	105	17	other	other	ADJ
easat-3018	105	18	languages	language	NOUN
easat-3018	105	19	than	than	ADP
easat-3018	105	20	arabic	arabic	ADJ
easat-3018	105	21	.	.	PUNCT
easat-3018	106	1	the	the	DET
easat-3018	106	2	urdu	urdu	PROPN
easat-3018	106	3	and	and	CCONJ
easat-3018	106	4	farsi	farsi	PROPN
easat-3018	106	5	scripts	script	NOUN
easat-3018	106	6	are	be	AUX
easat-3018	106	7	widely	widely	ADV
easat-3018	106	8	used	use	VERB
easat-3018	106	9	here	here	ADV
easat-3018	106	10	.	.	PUNCT
easat-3018	107	1	observe	observe	VERB
easat-3018	107	2	how	how	SCONJ
easat-3018	107	3	the	the	DET
easat-3018	107	4	letter	letter	NOUN
easat-3018	107	5	"	"	PUNCT
easat-3018	107	6	/kaa	/kaa	PRON
easat-3018	107	7	'	'	PUNCT
easat-3018	107	8	"	"	PUNCT
easat-3018	107	9	in	in	ADP
easat-3018	107	10	arabic	arabic	ADJ
easat-3018	107	11	is	be	AUX
easat-3018	107	12	replaced	replace	VERB
easat-3018	107	13	by	by	ADP
easat-3018	107	14	the	the	DET
easat-3018	107	15	letter	letter	NOUN
easat-3018	107	16	"	"	PUNCT
easat-3018	107	17	/qa	/qa	PRON
easat-3018	107	18	'	'	PUNCT
easat-3018	107	19	"	"	PUNCT
easat-3018	107	20	in	in	ADP
easat-3018	107	21	farsi	farsi	PROPN
easat-3018	107	22	and	and	CCONJ
easat-3018	107	23	urdu	urdu	PROPN
easat-3018	107	24	in	in	ADP
easat-3018	107	25	the	the	DET
easat-3018	107	26	image	image	NOUN
easat-3018	107	27	below	below	ADV
easat-3018	107	28	,	,	PUNCT
easat-3018	107	29	which	which	PRON
easat-3018	107	30	is	be	AUX
easat-3018	107	31	an	an	DET
easat-3018	107	32	example	example	NOUN
easat-3018	107	33	of	of	ADP
easat-3018	107	34	a	a	DET
easat-3018	107	35	tweet	tweet	NOUN
easat-3018	107	36	written	write	VERB
easat-3018	107	37	in	in	ADP
easat-3018	107	38	iraqi	iraqi	ADJ
easat-3018	107	39	arabic	arabic	NOUN
easat-3018	108	1	[	[	X
easat-3018	108	2	17	17	NUM
easat-3018	108	3	]	]	PUNCT
easat-3018	108	4	.	.	PUNCT
easat-3018	109	1	2.2.5	2.2.5	X
easat-3018	109	2	.	.	X
easat-3018	109	3	morphological	morphological	ADJ
easat-3018	109	4	richness	richness	NOUN
easat-3018	109	5	arabic	arabic	NOUN
easat-3018	109	6	has	have	VERB
easat-3018	109	7	a	a	DET
easat-3018	109	8	complex	complex	ADJ
easat-3018	109	9	inflectional	inflectional	ADJ
easat-3018	109	10	system	system	NOUN
easat-3018	109	11	.	.	PUNCT
easat-3018	110	1	this	this	PRON
easat-3018	110	2	is	be	AUX
easat-3018	110	3	due	due	ADJ
easat-3018	110	4	to	to	ADP
easat-3018	110	5	a	a	DET
easat-3018	110	6	complex	complex	ADJ
easat-3018	110	7	inflectional	inflectional	ADJ
easat-3018	110	8	morphology	morphology	NOUN
easat-3018	110	9	that	that	PRON
easat-3018	110	10	represents	represent	VERB
easat-3018	110	11	gender	gender	NOUN
easat-3018	110	12	,	,	PUNCT
easat-3018	110	13	number	number	NOUN
easat-3018	110	14	,	,	PUNCT
easat-3018	110	15	person	person	NOUN
easat-3018	110	16	,	,	PUNCT
easat-3018	110	17	aspect	aspect	NOUN
easat-3018	110	18	,	,	PUNCT
easat-3018	110	19	mood	mood	NOUN
easat-3018	110	20	,	,	PUNCT
easat-3018	110	21	case	case	NOUN
easat-3018	110	22	,	,	PUNCT
easat-3018	110	23	state	state	NOUN
easat-3018	110	24	,	,	PUNCT
easat-3018	110	25	and	and	CCONJ
easat-3018	110	26	voice	voice	NOUN
easat-3018	110	27	,	,	PUNCT
easat-3018	110	28	as	as	ADV
easat-3018	110	29	well	well	ADV
easat-3018	110	30	as	as	ADP
easat-3018	110	31	a	a	DET
easat-3018	110	32	huge	huge	ADJ
easat-3018	110	33	variety	variety	NOUN
easat-3018	110	34	of	of	ADP
easat-3018	110	35	clitics	clitic	NOUN
easat-3018	110	36	such	such	ADJ
easat-3018	110	37	conjunctions	conjunction	NOUN
easat-3018	110	38	,	,	PUNCT
easat-3018	110	39	negative	negative	ADJ
easat-3018	110	40	particles	particle	NOUN
easat-3018	110	41	,	,	PUNCT
easat-3018	110	42	future	future	ADJ
easat-3018	110	43	particles	particle	NOUN
easat-3018	110	44	,	,	PUNCT
easat-3018	110	45	and	and	CCONJ
easat-3018	110	46	so	so	ADV
easat-3018	110	47	on	on	ADV
easat-3018	110	48	.	.	PUNCT
easat-3018	111	1	as	as	ADP
easat-3018	111	2	a	a	DET
easat-3018	111	3	consequence	consequence	NOUN
easat-3018	111	4	,	,	PUNCT
easat-3018	111	5	it	it	PRON
easat-3018	111	6	's	be	AUX
easat-3018	111	7	not	not	PART
easat-3018	111	8	unusual	unusual	ADJ
easat-3018	111	9	to	to	PART
easat-3018	111	10	come	come	VERB
easat-3018	111	11	across	across	ADP
easat-3018	111	12	single	single	ADJ
easat-3018	111	13	arabic	arabic	ADJ
easat-3018	111	14	words	word	NOUN
easat-3018	111	15	that	that	PRON
easat-3018	111	16	have	have	VERB
easat-3018	111	17	a	a	DET
easat-3018	111	18	five	five	NUM
easat-3018	111	19	-	-	PUNCT
easat-3018	111	20	word	word	NOUN
easat-3018	111	21	english	english	ADJ
easat-3018	111	22	equivalent	equivalent	NOUN
easat-3018	111	23	:	:	PUNCT
easat-3018	111	24	َوَسيدُرُسونََها	َوَسيدُرُسونََها	PRON
easat-3018	111	25	wa+sa+ya	wa+sa+ya	NOUN
easat-3018	111	26	-	-	PUNCT
easat-3018	111	27	drus	drus	NOUN
easat-3018	111	28	-	-	PUNCT
easat-3018	111	29	uuna+ha	uuna+ha	ADJ
easat-3018	111	30	"	"	PUNCT
easat-3018	111	31	and	and	CCONJ
easat-3018	111	32	they	they	PRON
easat-3018	111	33	will	will	AUX
easat-3018	111	34	study	study	VERB
easat-3018	111	35	it	it	PRON
easat-3018	111	36	”	"	PUNCT
easat-3018	112	1	[	[	X
easat-3018	112	2	17	17	NUM
easat-3018	112	3	]	]	PUNCT
easat-3018	112	4	.	.	PUNCT
easat-3018	113	1	arabic	arabic	PROPN
easat-3018	113	2	verbs	verbs	PROPN
easat-3018	113	3	,	,	PUNCT
easat-3018	113	4	for	for	ADP
easat-3018	113	5	example	example	NOUN
easat-3018	113	6	,	,	PUNCT
easat-3018	113	7	have	have	VERB
easat-3018	113	8	5,400	5,400	NUM
easat-3018	113	9	inflected	inflected	ADJ
easat-3018	113	10	forms	form	NOUN
easat-3018	113	11	.	.	PUNCT
easat-3018	114	1	english	english	PROPN
easat-3018	114	2	verbs	verbs	PROPN
easat-3018	114	3	have	have	VERB
easat-3018	114	4	six	six	NUM
easat-3018	114	5	,	,	PUNCT
easat-3018	114	6	whereas	whereas	SCONJ
easat-3018	114	7	chinese	chinese	ADJ
easat-3018	114	8	verbs	verb	NOUN
easat-3018	114	9	have	have	VERB
easat-3018	114	10	one	one	NUM
easat-3018	114	11	[	[	X
easat-3018	114	12	18	18	NUM
easat-3018	114	13	]	]	PUNCT
easat-3018	114	14	.	.	PUNCT
easat-3018	115	1	unlike	unlike	ADP
easat-3018	115	2	several	several	ADJ
easat-3018	115	3	other	other	ADJ
easat-3018	115	4	languages	language	NOUN
easat-3018	115	5	,	,	PUNCT
easat-3018	115	6	arabic	arabic	ADJ
easat-3018	115	7	distinguishes	distinguish	VERB
easat-3018	115	8	between	between	ADP
easat-3018	115	9	a	a	DET
easat-3018	115	10	feminine	feminine	ADJ
easat-3018	115	11	and	and	CCONJ
easat-3018	115	12	masculine	masculine	ADJ
easat-3018	115	13	gender	gender	NOUN
easat-3018	115	14	for	for	ADP
easat-3018	115	15	nouns	noun	NOUN
easat-3018	115	16	,	,	PUNCT
easat-3018	115	17	for	for	ADP
easat-3018	115	18	example	example	NOUN
easat-3018	115	19	female	female	ADJ
easat-3018	115	20	cats	cat	NOUN
easat-3018	115	21	are	be	AUX
easat-3018	115	22	referred	refer	VERB
easat-3018	115	23	to	to	ADP
easat-3018	115	24	as	as	ADP
easat-3018	115	25	"	"	PUNCT
easat-3018	115	26	qetta	qetta	NOUN
easat-3018	115	27	"	"	PUNCT
easat-3018	115	28	while	while	SCONJ
easat-3018	115	29	male	male	ADJ
easat-3018	115	30	cats	cat	NOUN
easat-3018	115	31	are	be	AUX
easat-3018	115	32	called	call	VERB
easat-3018	115	33	"	"	PUNCT
easat-3018	115	34	qett	qett	NOUN
easat-3018	115	35	"	"	PUNCT
easat-3018	115	36	.	.	PUNCT
easat-3018	116	1	additionally	additionally	ADV
easat-3018	116	2	,	,	PUNCT
easat-3018	116	3	nouns	noun	NOUN
easat-3018	116	4	,	,	PUNCT
easat-3018	116	5	verbs	verb	NOUN
easat-3018	116	6	,	,	PUNCT
easat-3018	116	7	pronouns	pronoun	NOUN
easat-3018	116	8	,	,	PUNCT
easat-3018	116	9	and	and	CCONJ
easat-3018	116	10	adjectives	adjective	NOUN
easat-3018	116	11	in	in	ADP
easat-3018	116	12	arabic	arabic	ADJ
easat-3018	116	13	may	may	AUX
easat-3018	116	14	be	be	AUX
easat-3018	116	15	either	either	CCONJ
easat-3018	116	16	solitary	solitary	ADJ
easat-3018	116	17	,	,	PUNCT
easat-3018	116	18	dual	dual	ADJ
easat-3018	116	19	,	,	PUNCT
easat-3018	116	20	or	or	CCONJ
easat-3018	116	21	multiple	multiple	NOUN
easat-3018	116	22	.	.	PUNCT
easat-3018	117	1	the	the	DET
easat-3018	117	2	phrase	phrase	NOUN
easat-3018	117	3	"	"	PUNCT
easat-3018	117	4	qettatan/	qettatan/	NUM
easat-3018	117	5	قطتان	قطتان	NOUN
easat-3018	117	6	"	"	PUNCT
easat-3018	117	7	is	be	AUX
easat-3018	117	8	used	use	VERB
easat-3018	117	9	to	to	PART
easat-3018	117	10	refer	refer	VERB
easat-3018	117	11	to	to	ADP
easat-3018	117	12	two	two	NUM
easat-3018	117	13	female	female	ADJ
easat-3018	117	14	cats	cat	NOUN
easat-3018	117	15	,	,	PUNCT
easat-3018	117	16	"	"	PUNCT
easat-3018	117	17	qettan/	qettan/	NUM
easat-3018	117	18	قطان	قطان	NOUN
easat-3018	117	19	"	"	PUNCT
easat-3018	117	20	is	be	AUX
easat-3018	117	21	used	use	VERB
easat-3018	117	22	to	to	PART
easat-3018	117	23	refer	refer	VERB
easat-3018	117	24	to	to	ADP
easat-3018	117	25	two	two	NUM
easat-3018	117	26	male	male	ADJ
easat-3018	117	27	cats	cat	NOUN
easat-3018	117	28	,	,	PUNCT
easat-3018	117	29	and	and	CCONJ
easat-3018	117	30	the	the	DET
easat-3018	117	31	word	word	NOUN
easat-3018	117	32	"	"	PUNCT
easat-3018	117	33	qettat	qettat	NOUN
easat-3018	117	34	/قطط	/قطط	PUNCT
easat-3018	117	35	"	"	PUNCT
easat-3018	117	36	is	be	AUX
easat-3018	117	37	used	use	VERB
easat-3018	117	38	to	to	PART
easat-3018	117	39	refer	refer	VERB
easat-3018	117	40	to	to	ADP
easat-3018	117	41	several	several	ADJ
easat-3018	117	42	cats	cat	NOUN
easat-3018	117	43	[	[	X
easat-3018	117	44	17	17	NUM
easat-3018	117	45	]	]	PUNCT
easat-3018	117	46	.	.	PUNCT
easat-3018	118	1	4704	4704	NUM
easat-3018	118	2	edelweiss	edelweiss	PROPN
easat-3018	118	3	applied	apply	VERB
easat-3018	118	4	science	science	NOUN
easat-3018	118	5	and	and	CCONJ
easat-3018	118	6	technology	technology	NOUN
easat-3018	118	7	issn	issn	PROPN
easat-3018	118	8	:	:	PUNCT
easat-3018	118	9	2576	2576	NUM
easat-3018	118	10	-	-	SYM
easat-3018	118	11	8484	8484	NUM
easat-3018	118	12	vol	vol	NOUN
easat-3018	118	13	.	.	PROPN
easat-3018	118	14	8	8	NUM
easat-3018	118	15	,	,	PUNCT
easat-3018	118	16	no	no	INTJ
easat-3018	118	17	.	.	NOUN
easat-3018	119	1	6	6	NUM
easat-3018	119	2	:	:	SYM
easat-3018	119	3	4700	4700	NUM
easat-3018	119	4	-	-	SYM
easat-3018	119	5	4705	4705	NUM
easat-3018	119	6	,	,	PUNCT
easat-3018	119	7	2024	2024	NUM
easat-3018	119	8	doi	doi	NOUN
easat-3018	119	9	:	:	PUNCT
easat-3018	119	10	10.55214/25768484.v8i6.3018	10.55214/25768484.v8i6.3018	NUM
easat-3018	119	11	©	©	ADP
easat-3018	119	12	2024	2024	NUM
easat-3018	119	13	by	by	ADP
easat-3018	119	14	the	the	DET
easat-3018	119	15	authors	author	NOUN
easat-3018	119	16	;	;	PUNCT
easat-3018	119	17	licensee	licensee	PROPN
easat-3018	119	18	learning	learn	VERB
easat-3018	119	19	gate	gate	NOUN
easat-3018	119	20	2.2.6	2.2.6	NUM
easat-3018	119	21	.	.	NOUN
easat-3018	119	22	orthographic	orthographic	ADJ
easat-3018	119	23	inconsistency	inconsistency	NOUN
easat-3018	119	24	both	both	DET
easat-3018	119	25	standard	standard	ADJ
easat-3018	119	26	and	and	CCONJ
easat-3018	119	27	dialectal	dialectal	ADJ
easat-3018	119	28	arabic	arabic	NOUN
easat-3018	119	29	suffer	suffer	VERB
easat-3018	119	30	from	from	ADP
easat-3018	119	31	widespread	widespread	ADJ
easat-3018	119	32	spelling	spelling	NOUN
easat-3018	119	33	inconsistencies	inconsistency	NOUN
easat-3018	119	34	,	,	PUNCT
easat-3018	119	35	particularly	particularly	ADV
easat-3018	119	36	online	online	ADJ
easat-3018	119	37	.	.	PUNCT
easat-3018	120	1	while	while	SCONJ
easat-3018	120	2	there	there	PRON
easat-3018	120	3	are	be	VERB
easat-3018	120	4	efforts	effort	NOUN
easat-3018	120	5	to	to	PART
easat-3018	120	6	develop	develop	VERB
easat-3018	120	7	official	official	ADJ
easat-3018	120	8	spelling	spelling	NOUN
easat-3018	120	9	standards	standard	NOUN
easat-3018	120	10	for	for	ADP
easat-3018	120	11	dialectal	dialectal	ADJ
easat-3018	120	12	arabic	arabic	ADJ
easat-3018	120	13	through	through	ADP
easat-3018	120	14	computational	computational	ADJ
easat-3018	120	15	means	mean	NOUN
easat-3018	120	16	,	,	PUNCT
easat-3018	120	17	such	such	ADJ
easat-3018	120	18	as	as	ADP
easat-3018	120	19	the	the	DET
easat-3018	120	20	work	work	NOUN
easat-3018	120	21	on	on	ADP
easat-3018	120	22	coda	coda	NOUN
easat-3018	120	23	,	,	PUNCT
easat-3018	120	24	or	or	CCONJ
easat-3018	120	25	conventional	conventional	ADJ
easat-3018	120	26	orthography	orthography	NOUN
easat-3018	120	27	for	for	ADP
easat-3018	120	28	dialectal	dialectal	ADJ
easat-3018	120	29	arabic	arabic	ADJ
easat-3018	120	30	,	,	PUNCT
easat-3018	120	31	the	the	DET
easat-3018	120	32	fact	fact	NOUN
easat-3018	120	33	remains	remain	VERB
easat-3018	120	34	that	that	SCONJ
easat-3018	120	35	one	one	NUM
easat-3018	120	36	-	-	PUNCT
easat-3018	120	37	third	third	NOUN
easat-3018	120	38	of	of	ADP
easat-3018	120	39	all	all	DET
easat-3018	120	40	words	word	NOUN
easat-3018	120	41	in	in	ADP
easat-3018	120	42	online	online	ADJ
easat-3018	120	43	comments	comment	NOUN
easat-3018	120	44	written	write	VERB
easat-3018	120	45	in	in	ADP
easat-3018	120	46	modern	modern	ADJ
easat-3018	120	47	standard	standard	ADJ
easat-3018	120	48	arabic	arabic	ADJ
easat-3018	120	49	(	(	PUNCT
easat-3018	120	50	msa	msa	PROPN
easat-3018	120	51	)	)	PUNCT
easat-3018	120	52	contain	contain	VERB
easat-3018	120	53	misspelled	misspelled	ADJ
easat-3018	120	54	words	word	NOUN
easat-3018	120	55	.	.	PUNCT
easat-3018	121	1	in	in	ADP
easat-3018	121	2	addition	addition	NOUN
easat-3018	121	3	to	to	ADP
easat-3018	121	4	the	the	DET
easat-3018	121	5	arabic	arabic	ADJ
easat-3018	121	6	alphabet	alphabet	NOUN
easat-3018	121	7	,	,	PUNCT
easat-3018	121	8	alternative	alternative	ADJ
easat-3018	121	9	writing	writing	NOUN
easat-3018	121	10	systems	system	NOUN
easat-3018	121	11	,	,	PUNCT
easat-3018	121	12	such	such	ADJ
easat-3018	121	13	as	as	ADP
easat-3018	121	14	the	the	DET
easat-3018	121	15	romanized	romanized	ADJ
easat-3018	121	16	variant	variant	NOUN
easat-3018	121	17	called	call	VERB
easat-3018	121	18	arabizi	arabizi	NOUN
easat-3018	121	19	,	,	PUNCT
easat-3018	121	20	which	which	PRON
easat-3018	121	21	aims	aim	VERB
easat-3018	121	22	to	to	PART
easat-3018	121	23	reflect	reflect	VERB
easat-3018	121	24	the	the	DET
easat-3018	121	25	pronunciation	pronunciation	NOUN
easat-3018	121	26	of	of	ADP
easat-3018	121	27	the	the	DET
easat-3018	121	28	words	word	NOUN
easat-3018	121	29	,	,	PUNCT
easat-3018	121	30	may	may	AUX
easat-3018	121	31	be	be	AUX
easat-3018	121	32	found	find	VERB
easat-3018	121	33	online	online	ADV
easat-3018	121	34	as	as	ADV
easat-3018	121	35	well	well	ADV
easat-3018	121	36	[	[	X
easat-3018	121	37	19	19	NUM
easat-3018	121	38	,	,	PUNCT
easat-3018	121	39	17	17	NUM
easat-3018	121	40	]	]	PUNCT
easat-3018	121	41	.	.	PUNCT
easat-3018	122	1	2.2.7	2.2.7	X
easat-3018	122	2	.	.	PUNCT
easat-3018	122	3	resource	resource	NOUN
easat-3018	122	4	poverty	poverty	NOUN
easat-3018	122	5	(	(	PUNCT
easat-3018	122	6	data	datum	NOUN
easat-3018	122	7	&	&	CCONJ
easat-3018	122	8	tools	tool	NOUN
easat-3018	122	9	)	)	PUNCT
easat-3018	122	10	the	the	DET
easat-3018	122	11	lack	lack	NOUN
easat-3018	122	12	of	of	ADP
easat-3018	122	13	data	data	NOUN
easat-3018	122	14	is	be	AUX
easat-3018	122	15	the	the	DET
easat-3018	122	16	primary	primary	ADJ
easat-3018	122	17	limitation	limitation	NOUN
easat-3018	122	18	of	of	ADP
easat-3018	122	19	natural	natural	ADJ
easat-3018	122	20	language	language	NOUN
easat-3018	122	21	processing	processing	NOUN
easat-3018	122	22	(	(	PUNCT
easat-3018	122	23	nlp	nlp	NOUN
easat-3018	122	24	)	)	PUNCT
easat-3018	122	25	techniques	technique	NOUN
easat-3018	122	26	,	,	PUNCT
easat-3018	122	27	including	include	VERB
easat-3018	122	28	rule	rule	NOUN
easat-3018	122	29	-	-	PUNCT
easat-3018	122	30	based	base	VERB
easat-3018	122	31	methods	method	NOUN
easat-3018	122	32	that	that	PRON
easat-3018	122	33	need	need	VERB
easat-3018	122	34	dictionaries	dictionary	NOUN
easat-3018	122	35	and	and	CCONJ
easat-3018	122	36	meticulously	meticulously	ADV
easat-3018	122	37	crafted	craft	VERB
easat-3018	122	38	rules	rule	NOUN
easat-3018	122	39	,	,	PUNCT
easat-3018	122	40	and	and	CCONJ
easat-3018	122	41	machine	machine	NOUN
easat-3018	122	42	learning	learning	NOUN
easat-3018	122	43	(	(	PUNCT
easat-3018	122	44	ml	ml	NOUN
easat-3018	122	45	)	)	PUNCT
easat-3018	122	46	methods	method	NOUN
easat-3018	122	47	that	that	PRON
easat-3018	122	48	require	require	VERB
easat-3018	122	49	corpora	corpora	NOUN
easat-3018	122	50	and	and	CCONJ
easat-3018	122	51	annotated	annotated	ADJ
easat-3018	122	52	corpora	corpora	PROPN
easat-3018	122	53	.	.	PUNCT
easat-3018	123	1	arabic	arabic	ADJ
easat-3018	123	2	morphological	morphological	ADJ
easat-3018	123	3	analyzers	analyzer	NOUN
easat-3018	123	4	and	and	CCONJ
easat-3018	123	5	lexicons	lexicon	NOUN
easat-3018	123	6	,	,	PUNCT
easat-3018	123	7	as	as	ADV
easat-3018	123	8	well	well	ADV
easat-3018	123	9	as	as	ADP
easat-3018	123	10	annotated	annotate	VERB
easat-3018	123	11	and	and	CCONJ
easat-3018	123	12	parallel	parallel	ADJ
easat-3018	123	13	data	datum	NOUN
easat-3018	123	14	in	in	ADP
easat-3018	123	15	non	non	ADJ
easat-3018	123	16	-	-	ADJ
easat-3018	123	17	news	news	ADJ
easat-3018	123	18	genres	genre	NOUN
easat-3018	123	19	and	and	CCONJ
easat-3018	123	20	in	in	ADP
easat-3018	123	21	dialects	dialect	NOUN
easat-3018	123	22	,	,	PUNCT
easat-3018	123	23	are	be	AUX
easat-3018	123	24	few	few	ADJ
easat-3018	123	25	,	,	PUNCT
easat-3018	123	26	despite	despite	SCONJ
easat-3018	123	27	the	the	DET
easat-3018	123	28	abundance	abundance	NOUN
easat-3018	123	29	of	of	ADP
easat-3018	123	30	unannotated	unannotated	ADJ
easat-3018	123	31	text	text	NOUN
easat-3018	123	32	corpora	corpora	NOUN
easat-3018	124	1	[	[	X
easat-3018	124	2	20	20	NUM
easat-3018	124	3	,	,	PUNCT
easat-3018	124	4	21	21	NUM
easat-3018	124	5	]	]	PUNCT
easat-3018	124	6	.	.	PUNCT
easat-3018	125	1	2.2.8	2.2.8	NUM
easat-3018	125	2	.	.	PUNCT
easat-3018	126	1	other	other	ADJ
easat-3018	126	2	challenges	challenge	NOUN
easat-3018	126	3	with	with	ADP
easat-3018	126	4	arabic	arabic	ADJ
easat-3018	126	5	dots	dot	NOUN
easat-3018	126	6	,	,	PUNCT
easat-3018	126	7	which	which	PRON
easat-3018	126	8	are	be	AUX
easat-3018	126	9	often	often	ADV
easat-3018	126	10	utilized	utilize	VERB
easat-3018	126	11	in	in	ADP
easat-3018	126	12	arabic	arabic	ADJ
easat-3018	126	13	,	,	PUNCT
easat-3018	126	14	provide	provide	VERB
easat-3018	126	15	another	another	DET
easat-3018	126	16	layer	layer	NOUN
easat-3018	126	17	of	of	ADP
easat-3018	126	18	intricacy	intricacy	NOUN
easat-3018	126	19	.	.	PUNCT
easat-3018	127	1	many	many	ADJ
easat-3018	127	2	letters	letter	NOUN
easat-3018	127	3	have	have	VERB
easat-3018	127	4	similar	similar	ADJ
easat-3018	127	5	or	or	CCONJ
easat-3018	127	6	even	even	ADV
easat-3018	127	7	identical	identical	ADJ
easat-3018	127	8	structures	structure	NOUN
easat-3018	127	9	,	,	PUNCT
easat-3018	127	10	therefore	therefore	ADV
easat-3018	127	11	letters	letter	NOUN
easat-3018	127	12	are	be	AUX
easat-3018	127	13	distinguished	distinguish	VERB
easat-3018	127	14	by	by	ADP
easat-3018	127	15	the	the	DET
easat-3018	127	16	number	number	NOUN
easat-3018	127	17	of	of	ADP
easat-3018	127	18	dots	dot	NOUN
easat-3018	127	19	and	and	CCONJ
easat-3018	127	20	their	their	PRON
easat-3018	127	21	placements	placement	NOUN
easat-3018	127	22	,	,	PUNCT
easat-3018	127	23	so	so	SCONJ
easat-3018	127	24	the	the	DET
easat-3018	127	25	letters	letter	NOUN
easat-3018	127	26	(	(	PUNCT
easat-3018	127	27	n	n	CCONJ
easat-3018	127	28	-	-	PUNCT
easat-3018	127	29	ن	ن	NOUN
easat-3018	127	30	,	,	PUNCT
easat-3018	127	31	b	b	X
easat-3018	127	32	-	-	SYM
easat-3018	127	33	ب	ب	NOUN
easat-3018	127	34	,	,	PUNCT
easat-3018	127	35	tت	tت	NOUN
easat-3018	127	36	)	)	PUNCT
easat-3018	127	37	all	all	PRON
easat-3018	127	38	have	have	VERB
easat-3018	127	39	the	the	DET
easat-3018	127	40	same	same	ADJ
easat-3018	127	41	structure	structure	NOUN
easat-3018	127	42	but	but	CCONJ
easat-3018	127	43	with	with	ADP
easat-3018	127	44	distinct	distinct	ADJ
easat-3018	127	45	dot	dot	NOUN
easat-3018	127	46	locations	location	NOUN
easat-3018	127	47	and	and	CCONJ
easat-3018	127	48	numbers	number	NOUN
easat-3018	127	49	[	[	X
easat-3018	127	50	23	23	NUM
easat-3018	127	51	]	]	PUNCT
easat-3018	127	52	.	.	PUNCT
easat-3018	128	1	in	in	ADP
easat-3018	128	2	addition	addition	NOUN
easat-3018	128	3	,	,	PUNCT
easat-3018	128	4	arabic	arabic	PROPN
easat-3018	128	5	lacks	lack	VERB
easat-3018	128	6	the	the	DET
easat-3018	128	7	use	use	NOUN
easat-3018	128	8	of	of	ADP
easat-3018	128	9	capital	capital	NOUN
easat-3018	128	10	letters	letter	NOUN
easat-3018	128	11	,	,	PUNCT
easat-3018	128	12	a	a	DET
easat-3018	128	13	feature	feature	NOUN
easat-3018	128	14	crucial	crucial	ADJ
easat-3018	128	15	to	to	ADP
easat-3018	128	16	the	the	DET
easat-3018	128	17	recognition	recognition	NOUN
easat-3018	128	18	of	of	ADP
easat-3018	128	19	nouns	noun	NOUN
easat-3018	128	20	in	in	ADP
easat-3018	128	21	natural	natural	ADJ
easat-3018	128	22	language	language	NOUN
easat-3018	128	23	processing	processing	NOUN
easat-3018	128	24	,	,	PUNCT
easat-3018	128	25	particularly	particularly	ADV
easat-3018	128	26	named	name	VERB
easat-3018	128	27	entity	entity	NOUN
easat-3018	128	28	recognition	recognition	NOUN
easat-3018	128	29	[	[	X
easat-3018	128	30	24	24	NUM
easat-3018	128	31	,	,	PUNCT
easat-3018	128	32	25	25	NUM
easat-3018	128	33	,	,	PUNCT
easat-3018	128	34	23	23	NUM
easat-3018	128	35	]	]	PUNCT
easat-3018	128	36	.	.	PUNCT
easat-3018	129	1	stemming	stem	VERB
easat-3018	129	2	is	be	AUX
easat-3018	129	3	an	an	DET
easat-3018	129	4	important	important	ADJ
easat-3018	129	5	step	step	NOUN
easat-3018	129	6	in	in	ADP
easat-3018	129	7	natural	natural	ADJ
easat-3018	129	8	language	language	NOUN
easat-3018	129	9	processing	processing	NOUN
easat-3018	129	10	in	in	ADP
easat-3018	129	11	arabic	arabic	PROPN
easat-3018	129	12	.	.	PUNCT
easat-3018	130	1	stemming	stem	VERB
easat-3018	130	2	generates	generate	VERB
easat-3018	130	3	verb	verb	NOUN
easat-3018	130	4	stems	stem	VERB
easat-3018	130	5	or	or	CCONJ
easat-3018	130	6	roots	root	NOUN
easat-3018	130	7	by	by	ADP
easat-3018	130	8	extracting	extract	VERB
easat-3018	130	9	affixes	affix	NOUN
easat-3018	130	10	or	or	CCONJ
easat-3018	130	11	linguistic	linguistic	ADJ
easat-3018	130	12	rules	rule	NOUN
easat-3018	130	13	from	from	ADP
easat-3018	130	14	a	a	DET
easat-3018	130	15	lexicon	lexicon	NOUN
easat-3018	130	16	to	to	PART
easat-3018	130	17	recognize	recognize	VERB
easat-3018	130	18	verb	verb	NOUN
easat-3018	130	19	patterns	pattern	NOUN
easat-3018	130	20	and	and	CCONJ
easat-3018	130	21	extract	extract	VERB
easat-3018	130	22	the	the	DET
easat-3018	130	23	root	root	NOUN
easat-3018	130	24	.	.	PUNCT
easat-3018	131	1	in	in	ADP
easat-3018	131	2	arabic	arabic	ADJ
easat-3018	131	3	,	,	PUNCT
easat-3018	131	4	there	there	PRON
easat-3018	131	5	are	be	VERB
easat-3018	131	6	two	two	NUM
easat-3018	131	7	primary	primary	ADJ
easat-3018	131	8	stemming	stemming	NOUN
easat-3018	131	9	techniques	technique	NOUN
easat-3018	131	10	:	:	PUNCT
easat-3018	131	11	root	root	NOUN
easat-3018	131	12	-	-	PUNCT
easat-3018	131	13	based	base	VERB
easat-3018	131	14	stemming	stemming	NOUN
easat-3018	131	15	and	and	CCONJ
easat-3018	131	16	light	light	ADJ
easat-3018	131	17	stemming	stemming	NOUN
easat-3018	131	18	.	.	PUNCT
easat-3018	132	1	there	there	PRON
easat-3018	132	2	is	be	VERB
easat-3018	132	3	no	no	DET
easat-3018	132	4	method	method	NOUN
easat-3018	132	5	for	for	ADP
easat-3018	132	6	testing	test	VERB
easat-3018	132	7	roots	root	NOUN
easat-3018	132	8	against	against	ADP
easat-3018	132	9	dictionaries	dictionary	NOUN
easat-3018	132	10	of	of	ADP
easat-3018	132	11	any	any	DET
easat-3018	132	12	type	type	NOUN
easat-3018	132	13	in	in	ADP
easat-3018	132	14	stemming	stemming	NOUN
easat-3018	132	15	.	.	PUNCT
easat-3018	133	1	in	in	ADP
easat-3018	133	2	the	the	DET
easat-3018	133	3	absence	absence	NOUN
easat-3018	133	4	of	of	ADP
easat-3018	133	5	a	a	DET
easat-3018	133	6	lexicon	lexicon	NOUN
easat-3018	133	7	,	,	PUNCT
easat-3018	133	8	the	the	DET
easat-3018	133	9	extracted	extract	VERB
easat-3018	133	10	roots	root	NOUN
easat-3018	133	11	may	may	AUX
easat-3018	133	12	be	be	AUX
easat-3018	133	13	invalid	invalid	ADJ
easat-3018	133	14	or	or	CCONJ
easat-3018	133	15	a	a	DET
easat-3018	133	16	jumbled	jumbled	ADJ
easat-3018	133	17	collection	collection	NOUN
easat-3018	133	18	of	of	ADP
easat-3018	133	19	letters	letter	NOUN
easat-3018	133	20	.	.	PUNCT
easat-3018	134	1	until	until	ADP
easat-3018	134	2	date	date	NOUN
easat-3018	134	3	,	,	PUNCT
easat-3018	134	4	there	there	PRON
easat-3018	134	5	has	have	AUX
easat-3018	134	6	been	be	AUX
easat-3018	134	7	no	no	DET
easat-3018	134	8	optimal	optimal	ADJ
easat-3018	134	9	method	method	NOUN
easat-3018	134	10	for	for	ADP
easat-3018	134	11	indexing	index	VERB
easat-3018	134	12	arabic	arabic	ADJ
easat-3018	134	13	words	word	NOUN
easat-3018	135	1	[	[	X
easat-3018	135	2	27	27	NUM
easat-3018	135	3	]	]	PUNCT
easat-3018	135	4	.	.	PUNCT
easat-3018	136	1	arabic	arabic	PROPN
easat-3018	136	2	also	also	ADV
easat-3018	136	3	has	have	VERB
easat-3018	136	4	several	several	ADJ
easat-3018	136	5	additional	additional	ADJ
easat-3018	136	6	morphological	morphological	ADJ
easat-3018	136	7	quirks	quirk	NOUN
easat-3018	136	8	.	.	PUNCT
easat-3018	137	1	by	by	ADP
easat-3018	137	2	adding	add	VERB
easat-3018	137	3	the	the	DET
easat-3018	137	4	definite	definite	ADJ
easat-3018	137	5	article	article	NOUN
easat-3018	137	6	"	"	PUNCT
easat-3018	137	7	the	the	PRON
easat-3018	137	8	"	"	PUNCT
easat-3018	137	9	(	(	PUNCT
easat-3018	137	10	الـ	الـ	PROPN
easat-3018	137	11	)	)	PUNCT
easat-3018	137	12	,	,	PUNCT
easat-3018	137	13	an	an	DET
easat-3018	137	14	uncertain	uncertain	ADJ
easat-3018	137	15	word	word	NOUN
easat-3018	137	16	becomes	become	VERB
easat-3018	137	17	a	a	DET
easat-3018	137	18	definite	definite	ADJ
easat-3018	137	19	one	one	NUM
easat-3018	137	20	.	.	PUNCT
easat-3018	138	1	3	3	X
easat-3018	138	2	.	.	X
easat-3018	138	3	conclusion	conclusion	NOUN
easat-3018	138	4	aside	aside	ADV
easat-3018	138	5	from	from	ADP
easat-3018	138	6	apparent	apparent	ADJ
easat-3018	138	7	concerns	concern	NOUN
easat-3018	138	8	like	like	ADP
easat-3018	138	9	resource	resource	NOUN
easat-3018	138	10	scarcity	scarcity	NOUN
easat-3018	138	11	,	,	PUNCT
easat-3018	138	12	arabic	arabic	PROPN
easat-3018	138	13	presents	present	VERB
easat-3018	138	14	a	a	DET
easat-3018	138	15	variety	variety	NOUN
easat-3018	138	16	of	of	ADP
easat-3018	138	17	hurdles	hurdle	NOUN
easat-3018	138	18	to	to	PART
easat-3018	138	19	nlp	nlp	VERB
easat-3018	138	20	,	,	PUNCT
easat-3018	138	21	including	include	VERB
easat-3018	138	22	orthographic	orthographic	ADJ
easat-3018	138	23	ambiguity	ambiguity	NOUN
easat-3018	138	24	,	,	PUNCT
easat-3018	138	25	morphological	morphological	ADJ
easat-3018	138	26	richness	richness	NOUN
easat-3018	138	27	,	,	PUNCT
easat-3018	138	28	dialectal	dialectal	ADJ
easat-3018	138	29	variances	variance	NOUN
easat-3018	138	30	,	,	PUNCT
easat-3018	138	31	and	and	CCONJ
easat-3018	138	32	orthographic	orthographic	ADJ
easat-3018	138	33	noise	noise	NOUN
easat-3018	138	34	.	.	PUNCT
easat-3018	139	1	while	while	SCONJ
easat-3018	139	2	they	they	PRON
easat-3018	139	3	are	be	AUX
easat-3018	139	4	not	not	PART
easat-3018	139	5	necessarily	necessarily	ADV
easat-3018	139	6	unique	unique	ADJ
easat-3018	139	7	to	to	ADP
easat-3018	139	8	arabic	arabic	ADJ
easat-3018	139	9	,	,	PUNCT
easat-3018	139	10	their	their	PRON
easat-3018	139	11	combination	combination	NOUN
easat-3018	139	12	makes	make	VERB
easat-3018	139	13	arabic	arabic	ADJ
easat-3018	139	14	processing	processing	NOUN
easat-3018	139	15	especially	especially	ADV
easat-3018	139	16	difficult	difficult	ADJ
easat-3018	139	17	.	.	PUNCT
easat-3018	140	1	arabic	arabic	ADJ
easat-3018	140	2	natural	natural	ADJ
easat-3018	140	3	language	language	NOUN
easat-3018	140	4	processing	processing	NOUN
easat-3018	140	5	(	(	PUNCT
easat-3018	140	6	nlp	nlp	NOUN
easat-3018	140	7	)	)	PUNCT
easat-3018	140	8	faces	face	VERB
easat-3018	140	9	a	a	DET
easat-3018	140	10	great	great	ADJ
easat-3018	140	11	deal	deal	NOUN
easat-3018	140	12	of	of	ADP
easat-3018	140	13	difficulty	difficulty	NOUN
easat-3018	140	14	,	,	PUNCT
easat-3018	140	15	but	but	CCONJ
easat-3018	140	16	over	over	ADP
easat-3018	140	17	the	the	DET
easat-3018	140	18	last	last	ADJ
easat-3018	140	19	four	four	NUM
easat-3018	140	20	decades	decade	NOUN
easat-3018	140	21	,	,	PUNCT
easat-3018	140	22	it	it	PRON
easat-3018	140	23	has	have	AUX
easat-3018	140	24	also	also	ADV
easat-3018	140	25	achieved	achieve	VERB
easat-3018	140	26	a	a	DET
easat-3018	140	27	great	great	ADJ
easat-3018	140	28	deal	deal	NOUN
easat-3018	140	29	of	of	ADP
easat-3018	140	30	success	success	NOUN
easat-3018	140	31	and	and	CCONJ
easat-3018	140	32	made	make	VERB
easat-3018	140	33	significant	significant	ADJ
easat-3018	140	34	advancements	advancement	NOUN
easat-3018	140	35	.	.	PUNCT
easat-3018	141	1	the	the	DET
easat-3018	141	2	fact	fact	NOUN
easat-3018	141	3	that	that	SCONJ
easat-3018	141	4	it	it	PRON
easat-3018	141	5	has	have	AUX
easat-3018	141	6	been	be	AUX
easat-3018	141	7	steadily	steadily	ADV
easat-3018	141	8	progressing	progress	VERB
easat-3018	141	9	in	in	ADP
easat-3018	141	10	a	a	DET
easat-3018	141	11	favorable	favorable	ADJ
easat-3018	141	12	direction	direction	NOUN
easat-3018	141	13	,	,	PUNCT
easat-3018	141	14	if	if	SCONJ
easat-3018	141	15	sometimes	sometimes	ADV
easat-3018	141	16	slowly	slowly	ADV
easat-3018	141	17	,	,	PUNCT
easat-3018	141	18	gives	give	VERB
easat-3018	141	19	us	we	PRON
easat-3018	141	20	reason	reason	NOUN
easat-3018	141	21	for	for	ADP
easat-3018	141	22	optimism	optimism	NOUN
easat-3018	141	23	.	.	PUNCT
easat-3018	142	1	we	we	PRON
easat-3018	142	2	anticipate	anticipate	VERB
easat-3018	142	3	that	that	SCONJ
easat-3018	142	4	the	the	DET
easat-3018	142	5	market	market	NOUN
easat-3018	142	6	for	for	ADP
easat-3018	142	7	arabic	arabic	ADJ
easat-3018	142	8	natural	natural	ADJ
easat-3018	142	9	language	language	NOUN
easat-3018	142	10	processing	processing	NOUN
easat-3018	142	11	will	will	AUX
easat-3018	142	12	see	see	VERB
easat-3018	142	13	significant	significant	ADJ
easat-3018	142	14	expansion	expansion	NOUN
easat-3018	142	15	over	over	ADP
easat-3018	142	16	the	the	DET
easat-3018	142	17	next	next	ADJ
easat-3018	142	18	decade	decade	NOUN
easat-3018	142	19	or	or	CCONJ
easat-3018	142	20	two	two	NUM
easat-3018	142	21	.	.	PUNCT
easat-3018	143	1	this	this	PRON
easat-3018	143	2	is	be	AUX
easat-3018	143	3	in	in	ADP
easat-3018	143	4	line	line	NOUN
easat-3018	143	5	with	with	ADP
easat-3018	143	6	increased	increase	VERB
easat-3018	143	7	needs	need	NOUN
easat-3018	143	8	and	and	CCONJ
easat-3018	143	9	expectations	expectation	NOUN
easat-3018	143	10	for	for	ADP
easat-3018	143	11	language	language	NOUN
easat-3018	143	12	technology	technology	NOUN
easat-3018	143	13	around	around	ADP
easat-3018	143	14	the	the	DET
easat-3018	143	15	globe	globe	NOUN
easat-3018	143	16	,	,	PUNCT
easat-3018	143	17	as	as	ADV
easat-3018	143	18	well	well	ADV
easat-3018	143	19	as	as	ADP
easat-3018	143	20	a	a	DET
easat-3018	143	21	growth	growth	NOUN
easat-3018	143	22	in	in	ADP
easat-3018	143	23	natural	natural	ADJ
easat-3018	143	24	language	language	NOUN
easat-3018	143	25	processing	processing	NOUN
easat-3018	143	26	(	(	PUNCT
easat-3018	143	27	nlp	nlp	NOUN
easat-3018	143	28	)	)	PUNCT
easat-3018	143	29	research	research	NOUN
easat-3018	143	30	and	and	CCONJ
easat-3018	143	31	development	development	NOUN
easat-3018	143	32	in	in	ADP
easat-3018	143	33	the	the	DET
easat-3018	143	34	arab	arab	ADJ
easat-3018	143	35	world	world	NOUN
easat-3018	143	36	.	.	PUNCT
easat-3018	144	1	the	the	DET
easat-3018	144	2	arab	arab	ADJ
easat-3018	144	3	world	world	NOUN
easat-3018	144	4	is	be	AUX
easat-3018	144	5	quickly	quickly	ADV
easat-3018	144	6	becoming	become	VERB
easat-3018	144	7	a	a	DET
easat-3018	144	8	highly	highly	ADV
easat-3018	144	9	fertile	fertile	ADJ
easat-3018	144	10	environment	environment	NOUN
easat-3018	144	11	ripe	ripe	ADJ
easat-3018	144	12	for	for	ADP
easat-3018	144	13	huge	huge	ADJ
easat-3018	144	14	advances	advance	NOUN
easat-3018	144	15	because	because	SCONJ
easat-3018	144	16	of	of	ADP
easat-3018	144	17	the	the	DET
easat-3018	144	18	rising	rise	VERB
easat-3018	144	19	number	number	NOUN
easat-3018	144	20	of	of	ADP
easat-3018	144	21	academics	academic	NOUN
easat-3018	144	22	and	and	CCONJ
easat-3018	144	23	developers	developer	NOUN
easat-3018	144	24	working	work	VERB
easat-3018	144	25	on	on	ADP
easat-3018	144	26	natural	natural	ADJ
easat-3018	144	27	language	language	NOUN
easat-3018	144	28	processing	processing	NOUN
easat-3018	144	29	there	there	ADV
easat-3018	144	30	.	.	PUNCT
easat-3018	145	1	copyright	copyright	NOUN
easat-3018	145	2	:	:	PUNCT
easat-3018	145	3	©	©	PROPN
easat-3018	145	4	2024	2024	NUM
easat-3018	145	5	by	by	ADP
easat-3018	145	6	the	the	DET
easat-3018	145	7	authors	author	NOUN
easat-3018	145	8	.	.	PUNCT
easat-3018	146	1	this	this	DET
easat-3018	146	2	article	article	NOUN
easat-3018	146	3	is	be	AUX
easat-3018	146	4	an	an	DET
easat-3018	146	5	open	open	ADJ
easat-3018	146	6	access	access	NOUN
easat-3018	146	7	article	article	NOUN
easat-3018	146	8	distributed	distribute	VERB
easat-3018	146	9	under	under	ADP
easat-3018	146	10	the	the	DET
easat-3018	146	11	terms	term	NOUN
easat-3018	146	12	and	and	CCONJ
easat-3018	146	13	conditions	condition	NOUN
easat-3018	146	14	of	of	ADP
easat-3018	146	15	the	the	DET
easat-3018	146	16	creative	creative	ADJ
easat-3018	146	17	commons	common	NOUN
easat-3018	146	18	attribution	attribution	NOUN
easat-3018	146	19	(	(	PUNCT
easat-3018	146	20	cc	cc	NOUN
easat-3018	146	21	by	by	ADP
easat-3018	146	22	)	)	PUNCT
easat-3018	146	23	license	license	NOUN
easat-3018	146	24	(	(	PUNCT
easat-3018	146	25	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-3018	146	26	)	)	PUNCT
easat-3018	146	27	.	.	PUNCT
easat-3018	147	1	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-3018	147	2	4705	4705	NUM
easat-3018	147	3	edelweiss	edelweiss	PROPN
easat-3018	147	4	applied	apply	VERB
easat-3018	147	5	science	science	NOUN
easat-3018	147	6	and	and	CCONJ
easat-3018	147	7	technology	technology	NOUN
easat-3018	147	8	issn	issn	PROPN
easat-3018	147	9	:	:	PUNCT
easat-3018	147	10	2576	2576	NUM
easat-3018	147	11	-	-	SYM
easat-3018	147	12	8484	8484	NUM
easat-3018	147	13	vol	vol	NOUN
easat-3018	147	14	.	.	PROPN
easat-3018	147	15	8	8	NUM
easat-3018	147	16	,	,	PUNCT
easat-3018	147	17	no	no	INTJ
easat-3018	147	18	.	.	NOUN
easat-3018	148	1	6	6	NUM
easat-3018	148	2	:	:	SYM
easat-3018	148	3	4700	4700	NUM
easat-3018	148	4	-	-	SYM
easat-3018	148	5	4705	4705	NUM
easat-3018	148	6	,	,	PUNCT
easat-3018	148	7	2024	2024	NUM
easat-3018	148	8	doi	doi	NOUN
easat-3018	148	9	:	:	PUNCT
easat-3018	148	10	10.55214/25768484.v8i6.3018	10.55214/25768484.v8i6.3018	NUM
easat-3018	148	11	©	©	ADP
easat-3018	148	12	2024	2024	NUM
easat-3018	148	13	by	by	ADP
easat-3018	148	14	the	the	DET
easat-3018	148	15	authors	author	NOUN
easat-3018	148	16	;	;	PUNCT
easat-3018	148	17	licensee	licensee	PROPN
easat-3018	148	18	learning	learn	VERB
easat-3018	148	19	gate	gate	NOUN
easat-3018	148	20	references	reference	NOUN
easat-3018	148	21	[	[	X
easat-3018	148	22	1	1	NUM
easat-3018	148	23	]	]	PUNCT
easat-3018	148	24	"	"	PUNCT
easat-3018	148	25	arabic	arabic	ADJ
easat-3018	148	26	natural	natural	ADJ
easat-3018	148	27	language	language	NOUN
easat-3018	148	28	processing	processing	NOUN
easat-3018	148	29	,	,	PUNCT
easat-3018	148	30	"	"	PUNCT
easat-3018	148	31	nyu	nyu	PROPN
easat-3018	148	32	abu	abu	PROPN
easat-3018	148	33	dhabi	dhabi	PROPN
easat-3018	148	34	,	,	PUNCT
easat-3018	149	1	[	[	X
easat-3018	149	2	online	online	X
easat-3018	149	3	]	]	X
easat-3018	149	4	.	.	PUNCT
easat-3018	150	1	available	available	ADJ
easat-3018	150	2	:	:	PUNCT
easat-3018	151	1	https://nyuad.nyu.edu/en/research/faculty-labs-and-projects/computationalapproaches-to-modeling-language-lab/research/arabic-natural-languageprocessing.html	https://nyuad.nyu.edu/en/research/faculty-labs-and-projects/computationalapproaches-to-modeling-language-lab/research/arabic-natural-languageprocessing.html	X
easat-3018	151	2	.	.	PUNCT
easat-3018	152	1	[	[	X
easat-3018	152	2	2	2	NUM
easat-3018	152	3	]	]	PUNCT
easat-3018	152	4	"	"	PUNCT
easat-3018	152	5	technology	technology	NOUN
easat-3018	152	6	innovation	innovation	NOUN
easat-3018	152	7	institute	institute	NOUN
easat-3018	152	8	announces	announce	VERB
easat-3018	152	9	launch	launch	NOUN
easat-3018	152	10	of	of	ADP
easat-3018	152	11	noor	noor	PROPN
easat-3018	152	12	,	,	PUNCT
easat-3018	152	13	the	the	DET
easat-3018	152	14	world	world	NOUN
easat-3018	152	15	’s	’s	PART
easat-3018	152	16	largest	large	ADJ
easat-3018	152	17	arabic	arabic	ADJ
easat-3018	152	18	nlp	nlp	NOUN
easat-3018	152	19	model	model	NOUN
easat-3018	152	20	,	,	PUNCT
easat-3018	152	21	"	"	PUNCT
easat-3018	152	22	abu	abu	PROPN
easat-3018	152	23	dhabi	dhabi	PROPN
easat-3018	152	24	’s	’s	PART
easat-3018	152	25	advanced	advanced	PROPN
easat-3018	152	26	technology	technology	PROPN
easat-3018	152	27	research	research	NOUN
easat-3018	152	28	council	council	NOUN
easat-3018	152	29	,	,	PUNCT
easat-3018	153	1	[	[	X
easat-3018	153	2	online	online	X
easat-3018	153	3	]	]	X
easat-3018	153	4	.	.	PUNCT
easat-3018	154	1	available	available	ADJ
easat-3018	154	2	:	:	PUNCT
easat-3018	154	3	https://www.tii.ae/news/technologyinnovation-institute-announces-launch-noor-worlds-largest-arabic-nlp-model	https://www.tii.ae/news/technologyinnovation-institute-announces-launch-noor-worlds-largest-arabic-nlp-model	X
easat-3018	154	4	.	.	PUNCT
easat-3018	155	1	[	[	X
easat-3018	155	2	3	3	X
easat-3018	155	3	]	]	X
easat-3018	155	4	o.	o.	NOUN
easat-3018	155	5	obeid	obeid	PROPN
easat-3018	155	6	,	,	PUNCT
easat-3018	155	7	n.	n.	NOUN
easat-3018	155	8	zalmout	zalmout	PROPN
easat-3018	155	9	,	,	PUNCT
easat-3018	155	10	s.	s.	PROPN
easat-3018	155	11	khalifa	khalifa	PROPN
easat-3018	155	12	,	,	PUNCT
easat-3018	155	13	d.	d.	PROPN
easat-3018	155	14	taji	taji	PROPN
easat-3018	155	15	,	,	PUNCT
easat-3018	155	16	m.	m.	NOUN
easat-3018	155	17	oudah	oudah	PROPN
easat-3018	155	18	,	,	PUNCT
easat-3018	155	19	b.	b.	PROPN
easat-3018	155	20	alhafni	alhafni	PROPN
easat-3018	155	21	,	,	PUNCT
easat-3018	155	22	f.	f.	PROPN
easat-3018	155	23	al	al	PROPN
easat-3018	155	24	-	-	PUNCT
easat-3018	155	25	eryani	eryani	PROPN
easat-3018	155	26	,	,	PUNCT
easat-3018	155	27	a.	a.	NOUN
easat-3018	155	28	erdmann	erdmann	PROPN
easat-3018	155	29	and	and	CCONJ
easat-3018	155	30	n.	n.	PROPN
easat-3018	155	31	habash	habash	NOUN
easat-3018	155	32	,	,	PUNCT
easat-3018	155	33	"	"	PUNCT
easat-3018	155	34	camel	camel	NOUN
easat-3018	155	35	tools	tool	NOUN
easat-3018	155	36	:	:	PUNCT
easat-3018	155	37	an	an	DET
easat-3018	155	38	open	open	ADJ
easat-3018	155	39	source	source	NOUN
easat-3018	155	40	python	python	NOUN
easat-3018	155	41	toolkit	toolkit	NOUN
easat-3018	155	42	for	for	ADP
easat-3018	155	43	arabic	arabic	ADJ
easat-3018	155	44	natural	natural	ADJ
easat-3018	155	45	language	language	NOUN
easat-3018	155	46	processing	processing	NOUN
easat-3018	155	47	,	,	PUNCT
easat-3018	155	48	"	"	PUNCT
easat-3018	155	49	the	the	DET
easat-3018	155	50	12th	12th	ADJ
easat-3018	155	51	language	language	NOUN
easat-3018	155	52	resources	resource	NOUN
easat-3018	155	53	and	and	CCONJ
easat-3018	155	54	evaluation	evaluation	NOUN
easat-3018	155	55	conference	conference	NOUN
easat-3018	155	56	(	(	PUNCT
easat-3018	155	57	lrec	lrec	NOUN
easat-3018	155	58	2020	2020	NUM
easat-3018	155	59	)	)	PUNCT
easat-3018	155	60	,	,	PUNCT
easat-3018	155	61	pp	pp	PROPN
easat-3018	155	62	.	.	PUNCT
easat-3018	156	1	01	01	NUM
easat-3018	156	2	-	-	SYM
easat-3018	156	3	10	10	NUM
easat-3018	156	4	,	,	PUNCT
easat-3018	156	5	2020	2020	NUM
easat-3018	156	6	.	.	PUNCT
easat-3018	157	1	[	[	X
easat-3018	157	2	4	4	NUM
easat-3018	157	3	]	]	X
easat-3018	157	4	n.	n.	PROPN
easat-3018	157	5	garg	garg	PROPN
easat-3018	157	6	and	and	CCONJ
easat-3018	157	7	k.	k.	PROPN
easat-3018	157	8	sharma	sharma	PROPN
easat-3018	157	9	,	,	PUNCT
easat-3018	157	10	"	"	PUNCT
easat-3018	157	11	text	text	NOUN
easat-3018	157	12	pre	pre	NOUN
easat-3018	157	13	-	-	ADJ
easat-3018	157	14	processing	processing	NOUN
easat-3018	157	15	of	of	ADP
easat-3018	157	16	multilingual	multilingual	NOUN
easat-3018	157	17	for	for	ADP
easat-3018	157	18	sentiment	sentiment	NOUN
easat-3018	157	19	analysis	analysis	NOUN
easat-3018	157	20	based	base	VERB
easat-3018	157	21	on	on	ADP
easat-3018	157	22	social	social	ADJ
easat-3018	157	23	network	network	NOUN
easat-3018	157	24	data	datum	NOUN
easat-3018	157	25	,	,	PUNCT
easat-3018	157	26	"	"	PUNCT
easat-3018	157	27	international	international	ADJ
easat-3018	157	28	journal	journal	NOUN
easat-3018	157	29	of	of	ADP
easat-3018	157	30	electrical	electrical	ADJ
easat-3018	157	31	and	and	CCONJ
easat-3018	157	32	computer	computer	NOUN
easat-3018	157	33	engineering	engineering	NOUN
easat-3018	157	34	(	(	PUNCT
easat-3018	157	35	ijece	ijece	PROPN
easat-3018	157	36	)	)	PUNCT
easat-3018	157	37	,	,	PUNCT
easat-3018	157	38	pp	pp	PROPN
easat-3018	157	39	.	.	PUNCT
easat-3018	158	1	776	776	NUM
easat-3018	158	2	-	-	SYM
easat-3018	158	3	784	784	NUM
easat-3018	158	4	,	,	PUNCT
easat-3018	158	5	2022	2022	NUM
easat-3018	158	6	.	.	PUNCT
easat-3018	159	1	[	[	X
easat-3018	159	2	5	5	NUM
easat-3018	159	3	]	]	PUNCT
easat-3018	159	4	m.	m.	NOUN
easat-3018	159	5	mohammad	mohammad	PROPN
easat-3018	159	6	,	,	PUNCT
easat-3018	159	7	s.	s.	PROPN
easat-3018	159	8	a.	a.	PROPN
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easat-3018	159	10	,	,	PUNCT
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easat-3018	159	16	a.	a.	PROPN
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easat-3018	159	18	and	and	CCONJ
easat-3018	159	19	e.	e.	PROPN
easat-3018	159	20	yasir	yasir	PROPN
easat-3018	159	21	,	,	PUNCT
easat-3018	159	22	"	"	PUNCT
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easat-3018	159	24	two	two	NUM
easat-3018	159	25	different	different	ADJ
easat-3018	159	26	novel	novel	NOUN
easat-3018	159	27	techniques	technique	NOUN
easat-3018	159	28	for	for	ADP
easat-3018	159	29	arabic	arabic	ADJ
easat-3018	159	30	text	text	NOUN
easat-3018	159	31	stemming	stemming	NOUN
easat-3018	159	32	,	,	PUNCT
easat-3018	159	33	"	"	PUNCT
easat-3018	159	34	intelligent	intelligent	ADJ
easat-3018	159	35	information	information	NOUN
easat-3018	159	36	management	management	NOUN
easat-3018	159	37	,	,	PUNCT
easat-3018	159	38	pp	pp	ADJ
easat-3018	159	39	.	.	PUNCT
easat-3018	160	1	1	1	NUM
easat-3018	160	2	-	-	SYM
easat-3018	160	3	23	23	NUM
easat-3018	160	4	,	,	PUNCT
easat-3018	160	5	2019	2019	NUM
easat-3018	160	6	.	.	PUNCT
easat-3018	161	1	[	[	X
easat-3018	161	2	6	6	NUM
easat-3018	161	3	]	]	PUNCT
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easat-3018	161	6	,	,	PUNCT
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easat-3018	161	9	,	,	PUNCT
easat-3018	161	10	h.	h.	PROPN
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easat-3018	161	12	,	,	PUNCT
easat-3018	161	13	w.	w.	PROPN
easat-3018	161	14	el	el	PROPN
easat-3018	161	15	-	-	PROPN
easat-3018	161	16	hajj	hajj	PROPN
easat-3018	161	17	,	,	PUNCT
easat-3018	161	18	k.	k.	PROPN
easat-3018	161	19	b.	b.	PROPN
easat-3018	161	20	shaban	shaban	PROPN
easat-3018	161	21	,	,	PUNCT
easat-3018	161	22	n.	n.	PROPN
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easat-3018	161	25	a.	a.	PROPN
easat-3018	161	26	al	al	PROPN
easat-3018	161	27	-	-	PUNCT
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easat-3018	161	30	a.	a.	NOUN
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easat-3018	161	32	,	,	PUNCT
easat-3018	161	33	"	"	PUNCT
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easat-3018	161	35	survey	survey	NOUN
easat-3018	161	36	of	of	ADP
easat-3018	161	37	opinion	opinion	NOUN
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easat-3018	161	41	:	:	PUNCT
easat-3018	161	42	a	a	DET
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easat-3018	161	44	system	system	NOUN
easat-3018	161	45	perspective	perspective	NOUN
easat-3018	161	46	covering	cover	VERB
easat-3018	161	47	challenges	challenge	NOUN
easat-3018	161	48	and	and	CCONJ
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easat-3018	161	50	in	in	ADP
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easat-3018	161	54	,	,	PUNCT
easat-3018	161	55	models	model	NOUN
easat-3018	161	56	,	,	PUNCT
easat-3018	161	57	applications	application	NOUN
easat-3018	161	58	,	,	PUNCT
easat-3018	161	59	and	and	CCONJ
easat-3018	161	60	visualizations	visualization	NOUN
easat-3018	161	61	,	,	PUNCT
easat-3018	161	62	"	"	PUNCT
easat-3018	161	63	association	association	NOUN
easat-3018	161	64	for	for	ADP
easat-3018	161	65	computing	computing	NOUN
easat-3018	161	66	machinery	machinery	NOUN
easat-3018	161	67	,	,	PUNCT
easat-3018	161	68	pp	pp	PROPN
easat-3018	161	69	.	.	PUNCT
easat-3018	161	70	01	01	NUM
easat-3018	161	71	-	-	SYM
easat-3018	161	72	48	48	NUM
easat-3018	161	73	,	,	PUNCT
easat-3018	161	74	2019	2019	NUM
easat-3018	161	75	.	.	PUNCT
easat-3018	162	1	[	[	X
easat-3018	162	2	7	7	X
easat-3018	162	3	]	]	X
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easat-3018	162	6	,	,	PUNCT
easat-3018	162	7	g.	g.	PROPN
easat-3018	162	8	tlik	tlik	PROPN
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easat-3018	162	10	f.	f.	PROPN
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easat-3018	162	12	,	,	PUNCT
easat-3018	162	13	"	"	PUNCT
easat-3018	162	14	an	an	DET
easat-3018	162	15	automatic	automatic	ADJ
easat-3018	162	16	arabic	arabic	ADJ
easat-3018	162	17	text	text	NOUN
easat-3018	162	18	summarization	summarization	NOUN
easat-3018	162	19	system	system	NOUN
easat-3018	162	20	based	base	VERB
easat-3018	162	21	on	on	ADP
easat-3018	162	22	genetic	genetic	ADJ
easat-3018	162	23	algorithms	algorithm	NOUN
easat-3018	162	24	,	,	PUNCT
easat-3018	162	25	"	"	PUNCT
easat-3018	162	26	procedia	procedia	NOUN
easat-3018	162	27	computer	computer	NOUN
easat-3018	162	28	science	science	NOUN
easat-3018	162	29	,	,	PUNCT
easat-3018	162	30	pp	pp	ADP
easat-3018	162	31	.	.	PUNCT
easat-3018	163	1	195	195	NUM
easat-3018	163	2	-	-	SYM
easat-3018	163	3	202	202	NUM
easat-3018	163	4	,	,	PUNCT
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easat-3018	163	6	.	.	PUNCT
easat-3018	164	1	[	[	X
easat-3018	164	2	8	8	NUM
easat-3018	164	3	]	]	PUNCT
easat-3018	164	4	m.	m.	NOUN
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easat-3018	164	19	systems	system	NOUN
easat-3018	164	20	:	:	PUNCT
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easat-3018	164	22	of	of	ADP
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easat-3018	164	26	,	,	PUNCT
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easat-3018	164	28	and	and	CCONJ
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easat-3018	164	32	"	"	PUNCT
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easat-3018	164	35	pp	pp	PROPN
easat-3018	164	36	.	.	PUNCT
easat-3018	165	1	01	01	NUM
easat-3018	165	2	-	-	SYM
easat-3018	165	3	28	28	NUM
easat-3018	165	4	,	,	PUNCT
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easat-3018	165	6	.	.	PUNCT
easat-3018	166	1	[	[	X
easat-3018	166	2	9	9	NUM
easat-3018	166	3	]	]	X
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easat-3018	166	8	a.	a.	PROPN
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easat-3018	166	12	s.	s.	PROPN
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easat-3018	166	17	,	,	PUNCT
easat-3018	166	18	"	"	PUNCT
easat-3018	166	19	a	a	DET
easat-3018	166	20	novel	novel	ADJ
easat-3018	166	21	framework	framework	NOUN
easat-3018	166	22	for	for	ADP
easat-3018	166	23	arabic	arabic	ADJ
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easat-3018	166	25	chatbot	chatbot	NOUN
easat-3018	166	26	using	use	VERB
easat-3018	166	27	machine	machine	NOUN
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easat-3018	166	29	,	,	PUNCT
easat-3018	166	30	"	"	PUNCT
easat-3018	166	31	computational	computational	ADJ
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easat-3018	166	33	and	and	CCONJ
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easat-3018	166	35	,	,	PUNCT
easat-3018	166	36	pp	pp	ADP
easat-3018	166	37	.	.	PUNCT
easat-3018	166	38	01	01	NUM
easat-3018	166	39	-	-	SYM
easat-3018	166	40	11	11	NUM
easat-3018	166	41	,	,	PUNCT
easat-3018	166	42	2022	2022	NUM
easat-3018	166	43	.	.	PUNCT
easat-3018	167	1	[	[	X
easat-3018	167	2	10	10	NUM
easat-3018	167	3	]	]	X
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easat-3018	167	5	gomaa	gomaa	PROPN
easat-3018	167	6	and	and	CCONJ
easat-3018	167	7	a.	a.	NOUN
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easat-3018	167	14	scoring	score	VERB
easat-3018	167	15	with	with	ADP
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easat-3018	167	17	feedback	feedback	NOUN
easat-3018	167	18	for	for	ADP
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easat-3018	167	21	"	"	PUNCT
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easat-3018	167	25	computer	computer	NOUN
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easat-3018	167	27	,	,	PUNCT
easat-3018	167	28	pp	pp	ADJ
easat-3018	167	29	.	.	PUNCT
easat-3018	168	1	35	35	NUM
easat-3018	168	2	-	-	SYM
easat-3018	168	3	41	41	NUM
easat-3018	168	4	,	,	PUNCT
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easat-3018	169	1	[	[	X
easat-3018	169	2	11	11	NUM
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easat-3018	169	9	,	,	PUNCT
easat-3018	169	10	"	"	PUNCT
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easat-3018	169	22	,	,	PUNCT
easat-3018	169	23	"	"	PUNCT
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easat-3018	169	25	journal	journal	NOUN
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easat-3018	169	29	science	science	NOUN
easat-3018	169	30	and	and	CCONJ
easat-3018	169	31	applications	application	NOUN
easat-3018	169	32	(	(	PUNCT
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easat-3018	169	34	)	)	PUNCT
easat-3018	169	35	,	,	PUNCT
easat-3018	169	36	pp	pp	PROPN
easat-3018	169	37	.	.	PUNCT
easat-3018	170	1	115	115	NUM
easat-3018	170	2	-	-	SYM
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easat-3018	171	1	[	[	X
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easat-3018	171	3	]	]	PUNCT
easat-3018	171	4	h.	h.	PROPN
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easat-3018	171	7	a.	a.	NOUN
easat-3018	171	8	t.	t.	PROPN
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easat-3018	171	13	"	"	PUNCT
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easat-3018	171	20	short	short	ADJ
easat-3018	171	21	answers	answer	NOUN
easat-3018	171	22	essay	essay	NOUN
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easat-3018	171	25	"	"	PUNCT
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easat-3018	171	30	on	on	ADP
easat-3018	171	31	information	information	NOUN
easat-3018	171	32	technology	technology	NOUN
easat-3018	171	33	(	(	PUNCT
easat-3018	171	34	icit	icit	PROPN
easat-3018	171	35	)	)	PUNCT
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easat-3018	172	2	-	-	NUM
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easat-3018	172	4	,	,	PUNCT
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easat-3018	173	2	13	13	NUM
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easat-3018	173	22	translation	translation	NOUN
easat-3018	173	23	:	:	PUNCT
easat-3018	173	24	a	a	DET
easat-3018	173	25	survey	survey	NOUN
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easat-3018	173	28	and	and	CCONJ
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easat-3018	173	32	"	"	PUNCT
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easat-3018	173	36	pp	pp	ADJ
easat-3018	173	37	.	.	PUNCT
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easat-3018	173	39	-	-	SYM
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easat-3018	173	41	,	,	PUNCT
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easat-3018	173	43	.	.	PUNCT
easat-3018	174	1	[	[	X
easat-3018	174	2	14	14	NUM
easat-3018	174	3	]	]	X
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easat-3018	174	12	,	,	PUNCT
easat-3018	174	13	"	"	PUNCT
easat-3018	174	14	14	14	NUM
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easat-3018	174	17	.	.	PUNCT
easat-3018	175	1	[	[	X
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easat-3018	175	4	.	.	PUNCT
easat-3018	176	1	available	available	ADJ
easat-3018	176	2	:	:	PUNCT
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easat-3018	176	36	(	(	PUNCT
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easat-3018	177	1	pp	pp	PROPN
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easat-3018	178	1	01	01	NUM
easat-3018	178	2	-	-	SYM
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easat-3018	178	4	,	,	PUNCT
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easat-3018	179	1	[	[	X
easat-3018	179	2	16	16	NUM
easat-3018	179	3	]	]	PUNCT
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easat-3018	179	5	a.	a.	PROPN
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easat-3018	179	8	diab	diab	PROPN
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easat-3018	179	16	y.	y.	PROPN
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easat-3018	179	19	"	"	PUNCT
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easat-3018	179	23	dialect	dialect	PROPN
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easat-3018	179	26	processing	processing	NOUN
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easat-3018	179	32	semitic	semitic	ADJ
easat-3018	179	33	language	language	NOUN
easat-3018	179	34	processing	processing	NOUN
easat-3018	179	35	,	,	PUNCT
easat-3018	179	36	pp	pp	ADJ
easat-3018	179	37	.	.	PUNCT
easat-3018	180	1	66	66	NUM
easat-3018	180	2	-	-	SYM
easat-3018	180	3	74	74	NUM
easat-3018	180	4	,	,	PUNCT
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easat-3018	180	6	.	.	PUNCT
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easat-3018	181	2	17	17	NUM
easat-3018	181	3	]	]	X
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easat-3018	181	17	,	,	PUNCT
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easat-3018	181	21	a.	a.	NOUN
easat-3018	181	22	erdmann	erdmann	PROPN
easat-3018	181	23	,	,	PUNCT
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easat-3018	181	28	,	,	PUNCT
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easat-3018	181	35	n.	n.	PROPN
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easat-3018	181	44	s.	s.	PROPN
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easat-3018	181	46	and	and	CCONJ
easat-3018	181	47	b.	b.	PROPN
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easat-3018	181	60	,	,	PUNCT
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easat-3018	181	70	,	,	PUNCT
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easat-3018	182	2	18	18	NUM
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easat-3018	182	13	dialect	dialect	NOUN
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easat-3018	182	26	.	.	PUNCT
easat-3018	183	1	[	[	X
easat-3018	183	2	19	19	NUM
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easat-3018	183	37	,	,	PUNCT
easat-3018	183	38	2022	2022	NUM
easat-3018	183	39	.	.	PUNCT
easat-3018	184	1	[	[	X
easat-3018	184	2	20	20	NUM
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easat-3018	185	3	]	]	PUNCT
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easat-3018	185	7	d.	d.	PROPN
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easat-3018	185	9	,	,	PUNCT
easat-3018	185	10	"	"	PUNCT
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easat-3018	185	27	,	,	PUNCT
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easat-3018	186	77	pp	pp	ADJ
easat-3018	186	78	.	.	PUNCT
easat-3018	186	79	3628	3628	NUM
easat-3018	186	80	-	-	SYM
easat-3018	186	81	3637	3637	NUM
easat-3018	186	82	,	,	PUNCT
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easat-3018	187	1	[	[	X
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easat-3018	187	10	arabic	arabic	ADJ
easat-3018	187	11	natural	natural	ADJ
easat-3018	187	12	language	language	NOUN
easat-3018	187	13	processing	processing	NOUN
easat-3018	187	14	,	,	PUNCT
easat-3018	187	15	"	"	PUNCT
easat-3018	187	16	morgan	morgan	PROPN
easat-3018	187	17	&	&	CCONJ
easat-3018	187	18	claypool	claypool	PROPN
easat-3018	187	19	publishers	publisher	NOUN
easat-3018	187	20	,	,	PUNCT
easat-3018	187	21	pp	pp	ADV
easat-3018	187	22	.	.	PUNCT
easat-3018	188	1	1	1	NUM
easat-3018	188	2	-	-	SYM
easat-3018	188	3	187	187	NUM
easat-3018	188	4	,	,	PUNCT
easat-3018	188	5	2010	2010	NUM
easat-3018	188	6	.	.	PUNCT
easat-3018	189	1	[	[	X
easat-3018	189	2	24	24	NUM
easat-3018	189	3	]	]	X
easat-3018	189	4	s.	s.	PROPN
easat-3018	189	5	larabi	larabi	PROPN
easat-3018	189	6	marie	marie	PROPN
easat-3018	189	7	-	-	PUNCT
easat-3018	189	8	sainte	sainte	PROPN
easat-3018	189	9	,	,	PUNCT
easat-3018	189	10	n.	n.	NOUN
easat-3018	189	11	alalyani	alalyani	PROPN
easat-3018	189	12	,	,	PUNCT
easat-3018	189	13	s.	s.	PROPN
easat-3018	189	14	alotaibi	alotaibi	PROPN
easat-3018	189	15	,	,	PUNCT
easat-3018	189	16	s.	s.	PROPN
easat-3018	189	17	ghouzali	ghouzali	PROPN
easat-3018	189	18	and	and	CCONJ
easat-3018	189	19	i.	i.	PROPN
easat-3018	189	20	abunadi	abunadi	PROPN
easat-3018	189	21	,	,	PUNCT
easat-3018	189	22	"	"	PUNCT
easat-3018	189	23	arabic	arabic	ADJ
easat-3018	189	24	natural	natural	ADJ
easat-3018	189	25	language	language	NOUN
easat-3018	189	26	processing	processing	NOUN
easat-3018	189	27	and	and	CCONJ
easat-3018	189	28	machine	machine	NOUN
easat-3018	189	29	learning	learning	NOUN
easat-3018	189	30	-	-	PUNCT
easat-3018	189	31	based	base	VERB
easat-3018	189	32	systems	system	NOUN
easat-3018	189	33	,	,	PUNCT
easat-3018	189	34	"	"	PUNCT
easat-3018	189	35	ieee	ieee	NOUN
easat-3018	189	36	access	access	NOUN
easat-3018	189	37	,	,	PUNCT
easat-3018	189	38	pp	pp	ADJ
easat-3018	189	39	.	.	PUNCT
easat-3018	190	1	7011	7011	NUM
easat-3018	190	2	-	-	SYM
easat-3018	190	3	7020	7020	NUM
easat-3018	190	4	,	,	PUNCT
easat-3018	190	5	2019	2019	NUM
easat-3018	190	6	.	.	PUNCT
easat-3018	191	1	[	[	X
easat-3018	191	2	25	25	NUM
easat-3018	191	3	]	]	PUNCT
easat-3018	191	4	b.	b.	PROPN
easat-3018	191	5	d.	d.	PROPN
easat-3018	191	6	s.	s.	PROPN
easat-3018	191	7	sahu	sahu	PROPN
easat-3018	191	8	and	and	CCONJ
easat-3018	191	9	r.	r.	PROPN
easat-3018	191	10	vadhwani	vadhwani	PROPN
easat-3018	191	11	,	,	PUNCT
easat-3018	191	12	"	"	PUNCT
easat-3018	191	13	web	web	NOUN
easat-3018	191	14	spam	spam	NOUN
easat-3018	191	15	detection	detection	NOUN
easat-3018	191	16	using	use	VERB
easat-3018	191	17	different	different	ADJ
easat-3018	191	18	features	feature	NOUN
easat-3018	191	19	,	,	PUNCT
easat-3018	191	20	"	"	PUNCT
easat-3018	191	21	international	international	ADJ
easat-3018	191	22	journal	journal	NOUN
easat-3018	191	23	of	of	ADP
easat-3018	191	24	soft	soft	ADJ
easat-3018	191	25	computing	computing	NOUN
easat-3018	191	26	and	and	CCONJ
easat-3018	191	27	engineering	engineering	NOUN
easat-3018	191	28	(	(	PUNCT
easat-3018	191	29	ijsce	ijsce	INTJ
easat-3018	191	30	)	)	PUNCT
easat-3018	191	31	,	,	PUNCT
easat-3018	191	32	p.	p.	NOUN
easat-3018	191	33	70–73	70–73	NUM
easat-3018	191	34	,	,	PUNCT
easat-3018	191	35	2011	2011	NUM
easat-3018	191	36	.	.	PUNCT
easat-3018	192	1	[	[	X
easat-3018	192	2	26	26	NUM
easat-3018	192	3	]	]	X
easat-3018	192	4	h.	h.	PROPN
easat-3018	192	5	toda	toda	PROPN
easat-3018	192	6	and	and	CCONJ
easat-3018	192	7	r.	r.	PROPN
easat-3018	192	8	kataoka	kataoka	PROPN
easat-3018	192	9	,	,	PUNCT
easat-3018	192	10	"	"	PUNCT
easat-3018	192	11	a	a	DET
easat-3018	192	12	search	search	NOUN
easat-3018	192	13	result	result	NOUN
easat-3018	192	14	clustering	clustering	NOUN
easat-3018	192	15	method	method	NOUN
easat-3018	192	16	using	use	VERB
easat-3018	192	17	informatively	informatively	ADV
easat-3018	192	18	named	name	VERB
easat-3018	192	19	entities	entity	NOUN
easat-3018	192	20	,	,	PUNCT
easat-3018	192	21	"	"	PUNCT
easat-3018	192	22	association	association	NOUN
easat-3018	192	23	for	for	ADP
easat-3018	192	24	computing	computing	NOUN
easat-3018	192	25	machinery	machinery	NOUN
easat-3018	192	26	,	,	PUNCT
easat-3018	192	27	p.	p.	PROPN
easat-3018	192	28	81–86	81–86	NUM
easat-3018	192	29	,	,	PUNCT
easat-3018	192	30	2005	2005	NUM
easat-3018	192	31	.	.	PUNCT
easat-3018	193	1	[	[	X
easat-3018	193	2	27	27	NUM
easat-3018	193	3	]	]	X
easat-3018	193	4	m.	m.	NOUN
easat-3018	193	5	alobed	alobe	VERB
easat-3018	193	6	,	,	PUNCT
easat-3018	193	7	a.	a.	PROPN
easat-3018	193	8	m	m	VERB
easat-3018	193	9	m	m	VERB
easat-3018	193	10	altrad	altrad	ADJ
easat-3018	193	11	,	,	PUNCT
easat-3018	193	12	z.	z.	PROPN
easat-3018	193	13	binti	binti	PROPN
easat-3018	193	14	abu	abu	PROPN
easat-3018	193	15	bakar	bakar	PROPN
easat-3018	193	16	and	and	CCONJ
easat-3018	193	17	n.	n.	PROPN
easat-3018	193	18	zamin	zamin	PROPN
easat-3018	193	19	,	,	PUNCT
easat-3018	193	20	"	"	PUNCT
easat-3018	193	21	automated	automate	VERB
easat-3018	193	22	arabic	arabic	ADJ
easat-3018	193	23	essay	essay	NOUN
easat-3018	193	24	scoring	scoring	NOUN
easat-3018	193	25	based	base	VERB
easat-3018	193	26	on	on	ADP
easat-3018	193	27	hybrid	hybrid	NOUN
easat-3018	193	28	stemming	stemming	NOUN
easat-3018	193	29	with	with	ADP
easat-3018	193	30	wordnet	wordnet	NOUN
easat-3018	193	31	,	,	PUNCT
easat-3018	193	32	"	"	PUNCT
easat-3018	193	33	information	information	NOUN
easat-3018	193	34	retrieval	retrieval	NOUN
easat-3018	193	35	and	and	CCONJ
easat-3018	193	36	knowledge	knowledge	NOUN
easat-3018	193	37	management	management	NOUN
easat-3018	193	38	,	,	PUNCT
easat-3018	193	39	pp	pp	ADJ
easat-3018	193	40	.	.	PUNCT
easat-3018	194	1	55	55	NUM
easat-3018	194	2	-	-	SYM
easat-3018	194	3	67	67	NUM
easat-3018	194	4	,	,	PUNCT
easat-3018	194	5	2021	2021	NUM
easat-3018	194	6	.	.	PUNCT
easat-3018	195	1	https://nyuad.nyu.edu/en/research/faculty-labs-and-projects/computational-approaches-to-modeling-language-lab/research/arabic-natural-language-processing.html	https://nyuad.nyu.edu/en/research/faculty-labs-and-projects/computational-approaches-to-modeling-language-lab/research/arabic-natural-language-processing.html	PROPN
easat-3018	195	2	https://nyuad.nyu.edu/en/research/faculty-labs-and-projects/computational-approaches-to-modeling-language-lab/research/arabic-natural-language-processing.html	https://nyuad.nyu.edu/en/research/faculty-labs-and-projects/computational-approaches-to-modeling-language-lab/research/arabic-natural-language-processing.html	PROPN
easat-3018	195	3	https://nyuad.nyu.edu/en/research/faculty-labs-and-projects/computational-approaches-to-modeling-language-lab/research/arabic-natural-language-processing.html	https://nyuad.nyu.edu/en/research/faculty-labs-and-projects/computational-approaches-to-modeling-language-lab/research/arabic-natural-language-processing.html	ADV
easat-3018	195	4	https://www.tii.ae/news/technology-innovation-institute-announces-launch-noor-worlds-largest-arabic-nlp-model	https://www.tii.ae/news/technology-innovation-institute-announces-launch-noor-worlds-largest-arabic-nlp-model	AUX
easat-3018	195	5	https://www.tii.ae/news/technology-innovation-institute-announces-launch-noor-worlds-largest-arabic-nlp-model	https://www.tii.ae/news/technology-innovation-institute-announces-launch-noor-worlds-largest-arabic-nlp-model	VERB
easat-3018	195	6	https://infoscilab.ku.edu.kw/arabic-natural-language-processing/	https://infoscilab.ku.edu.kw/arabic-natural-language-processing/	AUX