id	sid	tid	token	lemma	pos
easat-3346	1	1	edelweiss	edelweiss	PROPN
easat-3346	1	2	applied	apply	VERB
easat-3346	1	3	science	science	NOUN
easat-3346	1	4	and	and	CCONJ
easat-3346	1	5	technology	technology	NOUN
easat-3346	1	6	issn	issn	PROPN
easat-3346	1	7	:	:	PUNCT
easat-3346	1	8	2576	2576	NUM
easat-3346	1	9	-	-	SYM
easat-3346	1	10	8484	8484	NUM
easat-3346	1	11	vol	vol	NOUN
easat-3346	1	12	.	.	PROPN
easat-3346	1	13	8	8	NUM
easat-3346	1	14	,	,	PUNCT
easat-3346	1	15	no	no	INTJ
easat-3346	1	16	.	.	NOUN
easat-3346	1	17	6	6	NUM
easat-3346	1	18	,	,	PUNCT
easat-3346	1	19	6132	6132	NUM
easat-3346	1	20	-	-	SYM
easat-3346	1	21	6146	6146	NUM
easat-3346	1	22	2024	2024	NUM
easat-3346	1	23	publisher	publisher	NOUN
easat-3346	1	24	:	:	PUNCT
easat-3346	1	25	learning	learn	VERB
easat-3346	1	26	gate	gate	NOUN
easat-3346	1	27	doi	doi	PROPN
easat-3346	1	28	:	:	PUNCT
easat-3346	1	29	10.55214/25768484.v8i6.3346	10.55214/25768484.v8i6.3346	NUM
easat-3346	1	30	©	©	PROPN
easat-3346	1	31	2024	2024	NUM
easat-3346	1	32	by	by	ADP
easat-3346	1	33	the	the	DET
easat-3346	1	34	authors	author	NOUN
easat-3346	1	35	;	;	PUNCT
easat-3346	1	36	licensee	licensee	PROPN
easat-3346	1	37	learning	learning	NOUN
easat-3346	1	38	gate	gate	NOUN
easat-3346	1	39	©	©	PROPN
easat-3346	1	40	2024	2024	NUM
easat-3346	1	41	by	by	ADP
easat-3346	1	42	the	the	DET
easat-3346	1	43	authors	author	NOUN
easat-3346	1	44	;	;	PUNCT
easat-3346	1	45	licensee	licensee	PROPN
easat-3346	1	46	learning	learn	VERB
easat-3346	1	47	gate	gate	NOUN
easat-3346	1	48	*	*	PUNCT
easat-3346	1	49	correspondence	correspondence	NOUN
easat-3346	1	50	:	:	PUNCT
easat-3346	1	51	amanat.cse@uttarauniversity.edu.bd	amanat.cse@uttarauniversity.edu.bd	PROPN
easat-3346	1	52	bangladeshi	bangladeshi	ADJ
easat-3346	1	53	false	false	ADJ
easat-3346	1	54	message	message	NOUN
easat-3346	1	55	detection	detection	NOUN
easat-3346	1	56	using	use	VERB
easat-3346	1	57	the	the	DET
easat-3346	1	58	tree	tree	NOUN
easat-3346	1	59	and	and	CCONJ
easat-3346	1	60	characterized	characterize	VERB
easat-3346	1	61	by	by	ADP
easat-3346	1	62	procrastination	procrastination	NOUN
easat-3346	1	63	classifiers	classifier	NOUN
easat-3346	1	64	rasidul	rasidul	VERB
easat-3346	1	65	haque1	haque1	PROPN
easat-3346	1	66	,	,	PUNCT
easat-3346	1	67	md	md	PROPN
easat-3346	1	68	.	.	PROPN
easat-3346	1	69	shafiul	shafiul	PROPN
easat-3346	2	1	alam	alam	PROPN
easat-3346	2	2	chowdhury2	chowdhury2	PROPN
easat-3346	2	3	,	,	PUNCT
easat-3346	2	4	md	md	PROPN
easat-3346	2	5	.	.	PROPN
easat-3346	2	6	farukuzzaman	farukuzzaman	PROPN
easat-3346	2	7	khan3	khan3	PROPN
easat-3346	2	8	,	,	PUNCT
easat-3346	2	9	mohammed	mohammed	PROPN
easat-3346	2	10	sowket	sowket	PROPN
easat-3346	2	11	ali4	ali4	PROPN
easat-3346	2	12	,	,	PUNCT
easat-3346	2	13	md	md	PROPN
easat-3346	2	14	.	.	PUNCT
easat-3346	2	15	amanat	amanat	PROPN
easat-3346	2	16	ullah5	ullah5	PROPN
easat-3346	2	17	*	*	PROPN
easat-3346	2	18	,	,	PUNCT
easat-3346	2	19	md	md	PROPN
easat-3346	2	20	.	.	PUNCT
easat-3346	2	21	abdul	abdul	PROPN
easat-3346	2	22	mannan6	mannan6	PROPN
easat-3346	3	1	1stanley	1stanley	NUM
easat-3346	3	2	college	college	NOUN
easat-3346	3	3	,	,	PUNCT
easat-3346	3	4	wa	wa	NOUN
easat-3346	3	5	,	,	PUNCT
easat-3346	3	6	australia	australia	PROPN
easat-3346	3	7	;	;	PUNCT
easat-3346	3	8	rasidul.haque@sche.edu.au	rasidul.haque@sche.edu.au	PROPN
easat-3346	3	9	(	(	PUNCT
easat-3346	3	10	r.h	r.h	PROPN
easat-3346	3	11	.	.	PROPN
easat-3346	3	12	)	)	PUNCT
easat-3346	3	13	.	.	PUNCT
easat-3346	4	1	2department	2department	NUM
easat-3346	4	2	of	of	ADP
easat-3346	4	3	computer	computer	NOUN
easat-3346	4	4	science	science	NOUN
easat-3346	4	5	and	and	CCONJ
easat-3346	4	6	engineering	engineering	NOUN
easat-3346	4	7	,	,	PUNCT
easat-3346	4	8	uttara	uttara	PROPN
easat-3346	4	9	university	university	PROPN
easat-3346	4	10	,	,	PUNCT
easat-3346	4	11	dhaka	dhaka	PROPN
easat-3346	4	12	,	,	PUNCT
easat-3346	4	13	bangladesh	bangladesh	PROPN
easat-3346	4	14	;	;	PUNCT
easat-3346	4	15	hafiul.cse@uttarauniversity.edu.bd	hafiul.cse@uttarauniversity.edu.bd	PROPN
easat-3346	4	16	(	(	PUNCT
easat-3346	4	17	m.s.a.c	m.s.a.c	PROPN
easat-3346	4	18	.	.	PROPN
easat-3346	4	19	)	)	PUNCT
easat-3346	4	20	.	.	PUNCT
easat-3346	5	1	3department	3department	NUM
easat-3346	5	2	of	of	ADP
easat-3346	5	3	computer	computer	NOUN
easat-3346	5	4	science	science	NOUN
easat-3346	5	5	and	and	CCONJ
easat-3346	5	6	engineering	engineering	NOUN
easat-3346	5	7	,	,	PUNCT
easat-3346	5	8	islamic	islamic	PROPN
easat-3346	5	9	university	university	PROPN
easat-3346	5	10	,	,	PUNCT
easat-3346	5	11	kushtia	kushtia	PROPN
easat-3346	5	12	,	,	PUNCT
easat-3346	5	13	bangladesh	bangladesh	PROPN
easat-3346	5	14	;	;	PUNCT
easat-3346	5	15	mfkhan@cse.iu.ac.bd	mfkhan@cse.iu.ac.bd	PROPN
easat-3346	5	16	(	(	PUNCT
easat-3346	5	17	m.f.k	m.f.k	NOUN
easat-3346	5	18	.	.	PUNCT
easat-3346	5	19	)	)	PUNCT
easat-3346	5	20	.	.	PUNCT
easat-3346	6	1	4department	4department	NUM
easat-3346	6	2	of	of	ADP
easat-3346	6	3	information	information	NOUN
easat-3346	6	4	and	and	CCONJ
easat-3346	6	5	communication	communication	NOUN
easat-3346	6	6	technology	technology	NOUN
easat-3346	6	7	(	(	PUNCT
easat-3346	6	8	ict	ict	PROPN
easat-3346	6	9	)	)	PUNCT
easat-3346	6	10	,	,	PUNCT
easat-3346	6	11	bangladesh	bangladesh	PROPN
easat-3346	6	12	army	army	PROPN
easat-3346	6	13	university	university	PROPN
easat-3346	6	14	of	of	ADP
easat-3346	6	15	science	science	NOUN
easat-3346	6	16	and	and	CCONJ
easat-3346	6	17	technology	technology	NOUN
easat-3346	6	18	(	(	PUNCT
easat-3346	6	19	baust	baust	NOUN
easat-3346	6	20	)	)	PUNCT
easat-3346	6	21	,	,	PUNCT
easat-3346	6	22	saidpur	saidpur	NOUN
easat-3346	6	23	,	,	PUNCT
easat-3346	6	24	bangladesh	bangladesh	PROPN
easat-3346	6	25	;	;	PUNCT
easat-3346	6	26	sowket@baust.edu.bd	sowket@baust.edu.bd	VERB
easat-3346	6	27	(	(	PUNCT
easat-3346	6	28	m.s.a	m.s.a	NOUN
easat-3346	6	29	.	.	PUNCT
easat-3346	6	30	)	)	PUNCT
easat-3346	6	31	.	.	PUNCT
easat-3346	7	1	5,6department	5,6department	NUM
easat-3346	7	2	of	of	ADP
easat-3346	7	3	mathematics	mathematics	PROPN
easat-3346	7	4	,	,	PUNCT
easat-3346	7	5	uttara	uttara	PROPN
easat-3346	7	6	university	university	PROPN
easat-3346	7	7	,	,	PUNCT
easat-3346	7	8	dhaka	dhaka	PROPN
easat-3346	7	9	,	,	PUNCT
easat-3346	7	10	bangladesh	bangladesh	PROPN
easat-3346	7	11	;	;	PUNCT
easat-3346	7	12	amanat.cse@uttarauniversity.edu.bd	amanat.cse@uttarauniversity.edu.bd	PROPN
easat-3346	7	13	(	(	PUNCT
easat-3346	7	14	m.a.u	m.a.u	PROPN
easat-3346	7	15	.	.	PUNCT
easat-3346	7	16	)	)	PUNCT
easat-3346	8	1	mannan.iu31@uttarauniversity.edu.bd	mannan.iu31@uttarauniversity.edu.bd	PROPN
easat-3346	8	2	(	(	PUNCT
easat-3346	8	3	m.a.m	m.a.m	ADJ
easat-3346	8	4	.	.	PUNCT
easat-3346	8	5	)	)	PUNCT
easat-3346	8	6	.	.	PUNCT
easat-3346	9	1	abstract	abstract	ADJ
easat-3346	9	2	:	:	PUNCT
easat-3346	9	3	false	false	ADJ
easat-3346	9	4	message	message	NOUN
easat-3346	9	5	is	be	AUX
easat-3346	9	6	much	much	ADV
easat-3346	9	7	moreexotericdue	moreexotericdue	ADJ
easat-3346	9	8	to	to	ADP
easat-3346	9	9	the	the	DET
easat-3346	9	10	rapid	rapid	ADJ
easat-3346	9	11	use	use	NOUN
easat-3346	9	12	of	of	ADP
easat-3346	9	13	social	social	ADJ
easat-3346	9	14	media	medium	NOUN
easat-3346	9	15	.	.	PUNCT
easat-3346	10	1	the	the	DET
easat-3346	10	2	ability	ability	NOUN
easat-3346	10	3	to	to	PART
easat-3346	10	4	detect	detect	VERB
easat-3346	10	5	false	false	ADJ
easat-3346	10	6	message	message	NOUN
easat-3346	10	7	is	be	AUX
easat-3346	10	8	recognized	recognize	VERB
easat-3346	10	9	among	among	ADP
easat-3346	10	10	the	the	DET
easat-3346	10	11	riskiest	risky	ADJ
easat-3346	10	12	types	type	NOUN
easat-3346	10	13	of	of	ADP
easat-3346	10	14	manipulation	manipulation	NOUN
easat-3346	10	15	,	,	PUNCT
easat-3346	10	16	as	as	SCONJ
easat-3346	10	17	it	it	PRON
easat-3346	10	18	is	be	AUX
easat-3346	10	19	formed	form	VERB
easat-3346	10	20	with	with	ADP
easat-3346	10	21	the	the	DET
easat-3346	10	22	malicious	malicious	ADJ
easat-3346	10	23	purpose	purpose	NOUN
easat-3346	10	24	of	of	ADP
easat-3346	10	25	misleading	mislead	VERB
easat-3346	10	26	consumers	consumer	NOUN
easat-3346	10	27	.	.	PUNCT
easat-3346	11	1	many	many	ADJ
easat-3346	11	2	researchers	researcher	NOUN
easat-3346	11	3	have	have	AUX
easat-3346	11	4	already	already	ADV
easat-3346	11	5	suggested	suggest	VERB
easat-3346	11	6	several	several	ADJ
easat-3346	11	7	false	false	ADJ
easat-3346	11	8	message	message	NOUN
easat-3346	11	9	detection	detection	NOUN
easat-3346	11	10	systems	system	NOUN
easat-3346	11	11	based	base	VERB
easat-3346	11	12	on	on	ADP
easat-3346	11	13	social	social	ADJ
easat-3346	11	14	context	context	NOUN
easat-3346	11	15	and	and	CCONJ
easat-3346	11	16	diffusion	diffusion	NOUN
easat-3346	11	17	.	.	PUNCT
easat-3346	12	1	in	in	ADP
easat-3346	12	2	this	this	DET
easat-3346	12	3	paper	paper	NOUN
easat-3346	12	4	,	,	PUNCT
easat-3346	12	5	we	we	PRON
easat-3346	12	6	have	have	AUX
easat-3346	12	7	presented	present	VERB
easat-3346	12	8	a	a	DET
easat-3346	12	9	system	system	NOUN
easat-3346	12	10	that	that	PRON
easat-3346	12	11	can	can	AUX
easat-3346	12	12	expose	expose	VERB
easat-3346	12	13	false	false	ADJ
easat-3346	12	14	message	message	NOUN
easat-3346	12	15	related	relate	VERB
easat-3346	12	16	to	to	ADP
easat-3346	12	17	the	the	DET
easat-3346	12	18	subject	subject	NOUN
easat-3346	12	19	of	of	ADP
easat-3346	12	20	bangladeshi	bangladeshi	ADJ
easat-3346	12	21	digital	digital	ADJ
easat-3346	12	22	message	message	NOUN
easat-3346	12	23	content	content	NOUN
easat-3346	12	24	.	.	PUNCT
easat-3346	13	1	moreover	moreover	ADV
easat-3346	13	2	,	,	PUNCT
easat-3346	13	3	machine	machine	NOUN
easat-3346	13	4	learning	learn	VERB
easat-3346	13	5	classifiers	classifier	NOUN
easat-3346	13	6	named	name	VERB
easat-3346	13	7	extra	extra	ADJ
easat-3346	13	8	tree	tree	NOUN
easat-3346	13	9	and	and	CCONJ
easat-3346	13	10	procrastination	procrastination	NOUN
easat-3346	13	11	have	have	AUX
easat-3346	13	12	been	be	AUX
easat-3346	13	13	selected	select	VERB
easat-3346	13	14	.	.	PUNCT
easat-3346	14	1	for	for	ADP
easat-3346	14	2	feature	feature	NOUN
easat-3346	14	3	extractions	extraction	NOUN
easat-3346	14	4	,	,	PUNCT
easat-3346	14	5	we	we	PRON
easat-3346	14	6	have	have	AUX
easat-3346	14	7	used	use	VERB
easat-3346	14	8	term	term	NOUN
easat-3346	14	9	-	-	PUNCT
easat-3346	14	10	frequency	frequency	NOUN
easat-3346	14	11	-	-	PUNCT
easat-3346	14	12	inverse	inverse	NOUN
easat-3346	14	13	document	document	NOUN
easat-3346	14	14	frequency	frequency	NOUN
easat-3346	14	15	(	(	PUNCT
easat-3346	14	16	tf	tf	PROPN
easat-3346	14	17	-	-	PUNCT
easat-3346	14	18	idf	idf	NOUN
easat-3346	14	19	)	)	PUNCT
easat-3346	14	20	and	and	CCONJ
easat-3346	14	21	countvectorizer	countvectorizer	NOUN
easat-3346	14	22	simultaneously	simultaneously	ADV
easat-3346	14	23	,	,	PUNCT
easat-3346	14	24	and	and	CCONJ
easat-3346	14	25	countvectorizer	countvectorizer	VERB
easat-3346	14	26	separately	separately	ADV
easat-3346	14	27	.	.	PUNCT
easat-3346	15	1	after	after	ADP
easat-3346	15	2	doing	do	VERB
easat-3346	15	3	two	two	NUM
easat-3346	15	4	types	type	NOUN
easat-3346	15	5	of	of	ADP
easat-3346	15	6	experiments	experiment	NOUN
easat-3346	15	7	,	,	PUNCT
easat-3346	15	8	the	the	DET
easat-3346	15	9	extra	extra	ADJ
easat-3346	15	10	tree	tree	NOUN
easat-3346	15	11	classifier	classifier	NOUN
easat-3346	15	12	gives	give	VERB
easat-3346	15	13	the	the	DET
easat-3346	15	14	best	good	ADJ
easat-3346	15	15	result	result	NOUN
easat-3346	15	16	for	for	ADP
easat-3346	15	17	the	the	DET
easat-3346	15	18	first	first	ADJ
easat-3346	15	19	experiment	experiment	NOUN
easat-3346	15	20	and	and	CCONJ
easat-3346	15	21	the	the	DET
easat-3346	15	22	procrastination	procrastination	NOUN
easat-3346	15	23	classifier	classifier	NOUN
easat-3346	15	24	gives	give	VERB
easat-3346	15	25	the	the	DET
easat-3346	15	26	average	average	ADJ
easat-3346	15	27	result	result	NOUN
easat-3346	15	28	for	for	ADP
easat-3346	15	29	the	the	DET
easat-3346	15	30	first	first	ADJ
easat-3346	15	31	experiment	experiment	NOUN
easat-3346	15	32	,	,	PUNCT
easat-3346	15	33	where	where	SCONJ
easat-3346	15	34	both	both	DET
easat-3346	15	35	classifiers	classifier	NOUN
easat-3346	15	36	give	give	VERB
easat-3346	15	37	the	the	DET
easat-3346	15	38	average	average	ADJ
easat-3346	15	39	result	result	NOUN
easat-3346	15	40	for	for	ADP
easat-3346	15	41	the	the	DET
easat-3346	15	42	second	second	ADJ
easat-3346	15	43	experiment	experiment	NOUN
easat-3346	15	44	.	.	PUNCT
easat-3346	16	1	keywords	keyword	NOUN
easat-3346	16	2	:	:	PUNCT
easat-3346	16	3	gnb	gnb	PROPN
easat-3346	16	4	,	,	PUNCT
easat-3346	16	5	lr	lr	PROPN
easat-3346	16	6	,	,	PUNCT
easat-3346	16	7	mlp	mlp	PROPN
easat-3346	16	8	,	,	PUNCT
easat-3346	16	9	rf	rf	NOUN
easat-3346	16	10	,	,	PUNCT
easat-3346	16	11	svm	svm	NOUN
easat-3346	16	12	,	,	PUNCT
easat-3346	16	13	tf	tf	ADJ
easat-3346	16	14	-	-	PUNCT
easat-3346	16	15	idf	idf	PROPN
easat-3346	16	16	matrix	matrix	NOUN
easat-3346	16	17	,	,	PUNCT
easat-3346	16	18	vec	vec	PROPN
easat-3346	16	19	.	.	PROPN
easat-3346	16	20	1	1	NUM
easat-3346	16	21	.	.	X
easat-3346	17	1	introduction	introduction	NOUN
easat-3346	17	2	false	false	ADJ
easat-3346	17	3	message	message	NOUN
easat-3346	17	4	is	be	AUX
easat-3346	17	5	a	a	DET
easat-3346	17	6	paradox	paradox	NOUN
easat-3346	17	7	,	,	PUNCT
easat-3346	17	8	as	as	SCONJ
easat-3346	17	9	it	it	PRON
easat-3346	17	10	ignores	ignore	VERB
easat-3346	17	11	the	the	DET
easat-3346	17	12	reality	reality	NOUN
easat-3346	17	13	of	of	ADP
easat-3346	17	14	legitimate	legitimate	ADJ
easat-3346	17	15	message	message	NOUN
easat-3346	17	16	and	and	CCONJ
easat-3346	17	17	earns	earn	VERB
easat-3346	17	18	public	public	ADJ
easat-3346	17	19	interest	interest	NOUN
easat-3346	17	20	.	.	PUNCT
easat-3346	18	1	nowadays	nowadays	ADV
easat-3346	18	2	,	,	PUNCT
easat-3346	18	3	people	people	NOUN
easat-3346	18	4	are	be	AUX
easat-3346	18	5	more	more	ADV
easat-3346	18	6	engaged	engaged	ADJ
easat-3346	18	7	with	with	ADP
easat-3346	18	8	using	use	VERB
easat-3346	18	9	social	social	ADJ
easat-3346	18	10	media	medium	NOUN
easat-3346	18	11	and	and	CCONJ
easat-3346	18	12	the	the	DET
easat-3346	18	13	internet	internet	NOUN
easat-3346	18	14	.	.	PUNCT
easat-3346	19	1	thus	thus	ADV
easat-3346	19	2	,	,	PUNCT
easat-3346	19	3	dependents	dependent	VERB
easat-3346	19	4	much	much	ADV
easat-3346	19	5	on	on	ADP
easat-3346	19	6	online	online	ADJ
easat-3346	19	7	content	content	NOUN
easat-3346	19	8	,	,	PUNCT
easat-3346	19	9	social	social	ADJ
easat-3346	19	10	networking	networking	NOUN
easat-3346	19	11	platforms	platform	NOUN
easat-3346	19	12	are	be	AUX
easat-3346	19	13	the	the	DET
easat-3346	19	14	primary	primary	ADJ
easat-3346	19	15	stage	stage	NOUN
easat-3346	19	16	for	for	ADP
easat-3346	19	17	creating	create	VERB
easat-3346	19	18	false	false	ADJ
easat-3346	19	19	message	message	NOUN
easat-3346	19	20	.	.	PUNCT
easat-3346	20	1	[	[	X
easat-3346	20	2	1	1	NUM
easat-3346	20	3	]	]	PUNCT
easat-3346	20	4	.	.	PUNCT
easat-3346	21	1	digital	digital	PROPN
easat-3346	21	2	content	content	NOUN
easat-3346	21	3	seems	seem	VERB
easat-3346	21	4	to	to	PART
easat-3346	21	5	have	have	VERB
easat-3346	21	6	a	a	DET
easat-3346	21	7	major	major	ADJ
easat-3346	21	8	influence	influence	NOUN
easat-3346	21	9	on	on	ADP
easat-3346	21	10	the	the	DET
easat-3346	21	11	emotions	emotion	NOUN
easat-3346	21	12	and	and	CCONJ
easat-3346	21	13	decisions	decision	NOUN
easat-3346	21	14	of	of	ADP
easat-3346	21	15	users	user	NOUN
easat-3346	21	16	.	.	PUNCT
easat-3346	22	1	now	now	ADV
easat-3346	22	2	,	,	PUNCT
easat-3346	22	3	many	many	ADJ
easat-3346	22	4	people	people	NOUN
easat-3346	22	5	are	be	AUX
easat-3346	22	6	more	more	ADV
easat-3346	22	7	engaged	engaged	ADJ
easat-3346	22	8	with	with	ADP
easat-3346	22	9	buying	buy	VERB
easat-3346	22	10	things	thing	NOUN
easat-3346	22	11	on	on	ADP
easat-3346	22	12	e	e	NOUN
easat-3346	22	13	-	-	NOUN
easat-3346	22	14	commerce	commerce	NOUN
easat-3346	22	15	sites	site	NOUN
easat-3346	22	16	and	and	CCONJ
easat-3346	22	17	social	social	ADJ
easat-3346	22	18	media	medium	NOUN
easat-3346	22	19	selling	sell	VERB
easat-3346	22	20	groups	group	NOUN
easat-3346	22	21	.	.	PUNCT
easat-3346	23	1	the	the	DET
easat-3346	23	2	online	online	ADJ
easat-3346	23	3	review	review	NOUN
easat-3346	23	4	system	system	NOUN
easat-3346	23	5	is	be	AUX
easat-3346	23	6	one	one	NUM
easat-3346	23	7	of	of	ADP
easat-3346	23	8	the	the	DET
easat-3346	23	9	efficient	efficient	ADJ
easat-3346	23	10	ways	way	NOUN
easat-3346	23	11	to	to	PART
easat-3346	23	12	buy	buy	VERB
easat-3346	23	13	the	the	DET
easat-3346	23	14	desired	desire	VERB
easat-3346	23	15	product	product	NOUN
easat-3346	23	16	.	.	PUNCT
easat-3346	24	1	some	some	DET
easat-3346	24	2	detractors	detractor	NOUN
easat-3346	24	3	are	be	AUX
easat-3346	24	4	now	now	ADV
easat-3346	24	5	relating	relate	VERB
easat-3346	24	6	to	to	ADP
easat-3346	24	7	the	the	DET
easat-3346	24	8	recent	recent	ADJ
easat-3346	24	9	iteration	iteration	NOUN
easat-3346	24	10	of	of	ADP
easat-3346	24	11	falsehoods	falsehood	NOUN
easat-3346	24	12	as	as	ADP
easat-3346	24	13	a	a	DET
easat-3346	24	14	result	result	NOUN
easat-3346	24	15	of	of	ADP
easat-3346	24	16	the	the	DET
easat-3346	24	17	spreading	spread	VERB
easat-3346	24	18	dissemination	dissemination	NOUN
easat-3346	24	19	of	of	ADP
easat-3346	24	20	misrepresenting	misrepresent	VERB
easat-3346	24	21	information	information	NOUN
easat-3346	24	22	.	.	PUNCT
easat-3346	25	1	false	false	ADJ
easat-3346	25	2	message	message	NOUN
easat-3346	25	3	has	have	AUX
easat-3346	25	4	increased	increase	VERB
easat-3346	25	5	attention	attention	NOUN
easat-3346	25	6	in	in	ADP
easat-3346	25	7	recent	recent	ADJ
easat-3346	25	8	years	year	NOUN
easat-3346	25	9	.	.	PUNCT
easat-3346	26	1	misconceptions	misconception	NOUN
easat-3346	26	2	and	and	CCONJ
easat-3346	26	3	false	false	ADJ
easat-3346	26	4	message	message	NOUN
easat-3346	26	5	stories	story	NOUN
easat-3346	26	6	are	be	AUX
easat-3346	26	7	being	be	AUX
easat-3346	26	8	used	use	VERB
easat-3346	26	9	to	to	PART
easat-3346	26	10	instill	instill	VERB
easat-3346	26	11	fear	fear	NOUN
easat-3346	26	12	,	,	PUNCT
easat-3346	26	13	promote	promote	VERB
easat-3346	26	14	racist	racist	ADJ
easat-3346	26	15	ideas	idea	NOUN
easat-3346	26	16	,	,	PUNCT
easat-3346	26	17	and	and	CCONJ
easat-3346	26	18	incite	incite	VERB
easat-3346	26	19	violence	violence	NOUN
easat-3346	26	20	against	against	ADP
easat-3346	26	21	common	common	ADJ
easat-3346	26	22	people	people	NOUN
easat-3346	26	23	.	.	PUNCT
easat-3346	27	1	even	even	ADV
easat-3346	27	2	misinformation	misinformation	NOUN
easat-3346	27	3	has	have	VERB
easat-3346	27	4	serious	serious	ADJ
easat-3346	27	5	constitutional	constitutional	ADJ
easat-3346	27	6	implications	implication	NOUN
easat-3346	27	7	.	.	PUNCT
easat-3346	28	1	it	it	PRON
easat-3346	28	2	is	be	AUX
easat-3346	28	3	one	one	NUM
easat-3346	28	4	of	of	ADP
easat-3346	28	5	the	the	DET
easat-3346	28	6	challenging	challenging	ADJ
easat-3346	28	7	matters	matter	NOUN
easat-3346	28	8	to	to	PART
easat-3346	28	9	stop	stop	VERB
easat-3346	28	10	the	the	DET
easat-3346	28	11	spreading	spreading	NOUN
easat-3346	28	12	of	of	ADP
easat-3346	28	13	false	false	ADJ
easat-3346	28	14	message	message	NOUN
easat-3346	28	15	.	.	PUNCT
easat-3346	29	1	sometimes	sometimes	ADV
easat-3346	29	2	,	,	PUNCT
easat-3346	29	3	false	false	ADJ
easat-3346	29	4	message	message	NOUN
easat-3346	29	5	and	and	CCONJ
easat-3346	29	6	articles	article	NOUN
easat-3346	29	7	mislead	mislead	VERB
easat-3346	29	8	and	and	CCONJ
easat-3346	29	9	give	give	VERB
easat-3346	29	10	false	false	ADJ
easat-3346	29	11	information	information	NOUN
easat-3346	29	12	,	,	PUNCT
easat-3346	29	13	hide	hide	VERB
easat-3346	29	14	proper	proper	ADJ
easat-3346	29	15	information	information	NOUN
easat-3346	29	16	,	,	PUNCT
easat-3346	29	17	and	and	CCONJ
easat-3346	29	18	cause	cause	VERB
easat-3346	29	19	misunderstanding	misunderstanding	NOUN
easat-3346	29	20	among	among	ADP
easat-3346	29	21	general	general	ADJ
easat-3346	29	22	people	people	NOUN
easat-3346	29	23	.	.	PUNCT
easat-3346	30	1	although	although	SCONJ
easat-3346	30	2	spreading	spread	VERB
easat-3346	30	3	false	false	ADJ
easat-3346	30	4	message	message	NOUN
easat-3346	30	5	is	be	AUX
easat-3346	30	6	not	not	PART
easat-3346	30	7	a	a	DET
easat-3346	30	8	new	new	ADJ
easat-3346	30	9	thing	thing	NOUN
easat-3346	30	10	,	,	PUNCT
easat-3346	30	11	being	be	AUX
easat-3346	30	12	able	able	ADJ
easat-3346	30	13	to	to	PART
easat-3346	30	14	detect	detect	VERB
easat-3346	30	15	it	it	PRON
easat-3346	30	16	is	be	AUX
easat-3346	30	17	thought	think	VERB
easat-3346	30	18	to	to	PART
easat-3346	30	19	be	be	AUX
easat-3346	30	20	a	a	DET
easat-3346	30	21	very	very	ADV
easat-3346	30	22	challenging	challenging	ADJ
easat-3346	30	23	task	task	NOUN
easat-3346	30	24	.	.	PUNCT
easat-3346	31	1	false	false	ADJ
easat-3346	31	2	message	message	NOUN
easat-3346	31	3	can	can	AUX
easat-3346	31	4	be	be	AUX
easat-3346	31	5	classified	classify	VERB
easat-3346	31	6	into	into	ADP
easat-3346	31	7	several	several	ADJ
easat-3346	31	8	types	type	NOUN
easat-3346	31	9	,	,	PUNCT
easat-3346	31	10	including	include	VERB
easat-3346	31	11	stories	story	NOUN
easat-3346	31	12	,	,	PUNCT
easat-3346	31	13	news	news	NOUN
easat-3346	31	14	,	,	PUNCT
easat-3346	31	15	post	post	NOUN
easat-3346	31	16	articles	article	NOUN
easat-3346	31	17	,	,	PUNCT
easat-3346	31	18	and	and	CCONJ
easat-3346	31	19	so	so	ADV
easat-3346	31	20	on	on	ADV
easat-3346	31	21	.	.	PUNCT
easat-3346	32	1	people	people	NOUN
easat-3346	32	2	are	be	AUX
easat-3346	32	3	mostly	mostly	ADV
easat-3346	32	4	puzzled	puzzle	VERB
easat-3346	32	5	by	by	ADP
easat-3346	32	6	false	false	ADJ
easat-3346	32	7	message	message	NOUN
easat-3346	32	8	and	and	CCONJ
easat-3346	32	9	are	be	AUX
easat-3346	32	10	mostly	mostly	ADV
easat-3346	32	11	influenced	influence	VERB
easat-3346	32	12	by	by	ADP
easat-3346	32	13	false	false	ADJ
easat-3346	32	14	information	information	NOUN
easat-3346	32	15	.	.	PUNCT
easat-3346	33	1	false	false	ADJ
easat-3346	33	2	message	message	NOUN
easat-3346	33	3	about	about	ADP
easat-3346	33	4	well	well	ADV
easat-3346	33	5	-	-	PUNCT
easat-3346	33	6	known	know	VERB
easat-3346	33	7	organizations	organization	NOUN
easat-3346	33	8	is	be	AUX
easat-3346	33	9	sometimes	sometimes	ADV
easat-3346	33	10	spreading	spread	VERB
easat-3346	33	11	and	and	CCONJ
easat-3346	33	12	causing	cause	VERB
easat-3346	33	13	harm	harm	NOUN
easat-3346	33	14	to	to	ADP
easat-3346	33	15	their	their	PRON
easat-3346	33	16	reputation	reputation	NOUN
easat-3346	33	17	.	.	PUNCT
easat-3346	34	1	some	some	DET
easat-3346	34	2	days	day	NOUN
easat-3346	34	3	ago	ago	ADV
easat-3346	34	4	,	,	PUNCT
easat-3346	34	5	one	one	NUM
easat-3346	34	6	piece	piece	NOUN
easat-3346	34	7	of	of	ADP
easat-3346	34	8	message	message	NOUN
easat-3346	34	9	was	be	AUX
easat-3346	34	10	published	publish	VERB
easat-3346	34	11	that	that	SCONJ
easat-3346	34	12	the	the	DET
easat-3346	34	13	sonali	sonali	PROPN
easat-3346	34	14	bank	bank	PROPN
easat-3346	34	15	will	will	AUX
easat-3346	34	16	give	give	VERB
easat-3346	34	17	6133	6133	NUM
easat-3346	34	18	edelweiss	edelweiss	PROPN
easat-3346	34	19	applied	apply	VERB
easat-3346	34	20	science	science	NOUN
easat-3346	34	21	and	and	CCONJ
easat-3346	34	22	technology	technology	NOUN
easat-3346	34	23	issn	issn	PROPN
easat-3346	34	24	:	:	PUNCT
easat-3346	34	25	2576	2576	NUM
easat-3346	34	26	-	-	SYM
easat-3346	34	27	8484	8484	NUM
easat-3346	34	28	vol	vol	NOUN
easat-3346	34	29	.	.	PROPN
easat-3346	35	1	8	8	NUM
easat-3346	35	2	,	,	PUNCT
easat-3346	35	3	no	no	INTJ
easat-3346	35	4	.	.	NOUN
easat-3346	36	1	6	6	NUM
easat-3346	36	2	:	:	SYM
easat-3346	36	3	6132	6132	NUM
easat-3346	36	4	-	-	SYM
easat-3346	36	5	6146	6146	NUM
easat-3346	36	6	,	,	PUNCT
easat-3346	36	7	2024	2024	NUM
easat-3346	36	8	doi	doi	NOUN
easat-3346	36	9	:	:	PUNCT
easat-3346	36	10	10.55214/25768484.v8i6.3346	10.55214/25768484.v8i6.3346	NUM
easat-3346	36	11	©	©	PROPN
easat-3346	36	12	2024	2024	NUM
easat-3346	36	13	by	by	ADP
easat-3346	36	14	the	the	DET
easat-3346	36	15	authors	author	NOUN
easat-3346	36	16	;	;	PUNCT
easat-3346	36	17	licensee	licensee	PROPN
easat-3346	36	18	learning	learning	NOUN
easat-3346	36	19	gate	gate	NOUN
easat-3346	36	20	1600	1600	NUM
easat-3346	36	21	/	/	SYM
easat-3346	36	22	taka	taka	NOUN
easat-3346	36	23	per	per	ADP
easat-3346	36	24	customer	customer	NOUN
easat-3346	36	25	in	in	ADP
easat-3346	36	26	bkash	bkash	NOUN
easat-3346	36	27	which	which	PRON
easat-3346	36	28	is	be	AUX
easat-3346	36	29	a	a	DET
easat-3346	36	30	rumor	rumor	NOUN
easat-3346	36	31	[	[	X
easat-3346	36	32	2	2	NUM
easat-3346	36	33	]	]	PUNCT
easat-3346	36	34	.	.	PUNCT
easat-3346	37	1	people	people	NOUN
easat-3346	37	2	become	become	VERB
easat-3346	37	3	excited	excited	ADJ
easat-3346	37	4	after	after	ADP
easat-3346	37	5	publishing	publish	VERB
easat-3346	37	6	that	that	DET
easat-3346	37	7	message	message	NOUN
easat-3346	37	8	when	when	SCONJ
easat-3346	37	9	they	they	PRON
easat-3346	37	10	hear	hear	VERB
easat-3346	37	11	that	that	DET
easat-3346	37	12	message	message	NOUN
easat-3346	37	13	is	be	AUX
easat-3346	37	14	nothing	nothing	PRON
easat-3346	37	15	but	but	CCONJ
easat-3346	37	16	false	false	ADJ
easat-3346	37	17	messag	messag	NOUN
easat-3346	37	18	.	.	PUNCT
easat-3346	38	1	it	it	PRON
easat-3346	38	2	impacts	impact	VERB
easat-3346	38	3	their	their	PRON
easat-3346	38	4	minds	mind	NOUN
easat-3346	38	5	.	.	PUNCT
easat-3346	39	1	in	in	ADP
easat-3346	39	2	another	another	DET
easat-3346	39	3	message	message	NOUN
easat-3346	39	4	article	article	NOUN
easat-3346	39	5	published	publish	VERB
easat-3346	39	6	some	some	DET
easat-3346	39	7	days	day	NOUN
easat-3346	39	8	ago	ago	ADV
easat-3346	39	9	about	about	ADP
easat-3346	39	10	barack	barack	PROPN
easat-3346	39	11	obama	obama	PROPN
easat-3346	39	12	,	,	PUNCT
easat-3346	39	13	the	the	DET
easat-3346	39	14	former	former	ADJ
easat-3346	39	15	us	us	PROPN
easat-3346	39	16	president	president	PROPN
easat-3346	39	17	barack	barack	PROPN
easat-3346	39	18	obama	obama	PROPN
easat-3346	39	19	prepares	prepare	VERB
easat-3346	39	20	a	a	DET
easat-3346	39	21	'	'	PUNCT
easat-3346	39	22	dust	dust	NOUN
easat-3346	39	23	cloud	cloud	NOUN
easat-3346	39	24	of	of	ADP
easat-3346	39	25	nonsense	nonsense	NOUN
easat-3346	39	26	'	'	PUNCT
easat-3346	40	1	[	[	X
easat-3346	40	2	3	3	NUM
easat-3346	40	3	]	]	PUNCT
easat-3346	40	4	.	.	PUNCT
easat-3346	41	1	it	it	PRON
easat-3346	41	2	hasabruptly	hasabruptly	ADV
easat-3346	41	3	turned	turn	VERB
easat-3346	41	4	into	into	ADP
easat-3346	41	5	a	a	DET
easat-3346	41	6	conversation	conversation	NOUN
easat-3346	41	7	topic	topic	NOUN
easat-3346	41	8	in	in	ADP
easat-3346	41	9	the	the	DET
easat-3346	41	10	political	political	ADJ
easat-3346	41	11	industry	industry	NOUN
easat-3346	41	12	.	.	PUNCT
easat-3346	42	1	day	day	NOUN
easat-3346	42	2	by	by	ADP
easat-3346	42	3	day	day	NOUN
easat-3346	42	4	,	,	PUNCT
easat-3346	42	5	people	people	NOUN
easat-3346	42	6	become	become	VERB
easat-3346	42	7	more	more	ADV
easat-3346	42	8	dependent	dependent	ADJ
easat-3346	42	9	on	on	ADP
easat-3346	42	10	social	social	ADJ
easat-3346	42	11	media	medium	NOUN
easat-3346	42	12	and	and	CCONJ
easat-3346	42	13	get	get	AUX
easat-3346	42	14	attracted	attract	VERB
easat-3346	42	15	by	by	ADP
easat-3346	42	16	false	false	ADJ
easat-3346	42	17	message.numerous	message.numerous	ADJ
easat-3346	42	18	researchers	researcher	NOUN
easat-3346	42	19	in	in	ADP
easat-3346	42	20	identifying	identify	VERB
easat-3346	42	21	fake	fake	ADJ
easat-3346	42	22	and	and	CCONJ
easat-3346	42	23	real	real	ADJ
easat-3346	42	24	message	message	NOUN
easat-3346	42	25	have	have	AUX
easat-3346	42	26	done	do	VERB
easat-3346	42	27	and	and	CCONJ
easat-3346	42	28	invented	invent	VERB
easat-3346	42	29	different	different	ADJ
easat-3346	42	30	technologies	technology	NOUN
easat-3346	42	31	based	base	VERB
easat-3346	42	32	on	on	ADP
easat-3346	42	33	english	english	ADJ
easat-3346	42	34	message	message	NOUN
easat-3346	42	35	datasets	dataset	NOUN
easat-3346	42	36	.	.	PUNCT
easat-3346	43	1	using	use	VERB
easat-3346	43	2	the	the	DET
easat-3346	43	3	bangladeshi	bangladeshi	ADJ
easat-3346	43	4	dataset	dataset	NOUN
easat-3346	43	5	,	,	PUNCT
easat-3346	43	6	we	we	PRON
easat-3346	43	7	investigate	investigate	VERB
easat-3346	43	8	the	the	DET
easat-3346	43	9	use	use	NOUN
easat-3346	43	10	of	of	ADP
easat-3346	43	11	various	various	ADJ
easat-3346	43	12	classifications	classification	NOUN
easat-3346	43	13	for	for	ADP
easat-3346	43	14	the	the	DET
easat-3346	43	15	false	false	ADJ
easat-3346	43	16	message	message	NOUN
easat-3346	43	17	discovery	discovery	NOUN
easat-3346	43	18	system	system	NOUN
easat-3346	43	19	in	in	ADP
easat-3346	43	20	our	our	PRON
easat-3346	43	21	experiment	experiment	NOUN
easat-3346	43	22	.	.	PUNCT
easat-3346	44	1	in	in	ADP
easat-3346	44	2	this	this	DET
easat-3346	44	3	experiment	experiment	NOUN
easat-3346	44	4	,	,	PUNCT
easat-3346	44	5	we	we	PRON
easat-3346	44	6	examine	examine	VERB
easat-3346	44	7	two	two	NUM
easat-3346	44	8	machine	machine	NOUN
easat-3346	44	9	learning	learn	VERB
easat-3346	44	10	algorithms	algorithm	NOUN
easat-3346	44	11	with	with	ADP
easat-3346	44	12	tf	tf	PROPN
easat-3346	44	13	-	-	PUNCT
easat-3346	44	14	idf	idf	PROPN
easat-3346	44	15	and	and	CCONJ
easat-3346	44	16	count	count	PROPN
easat-3346	44	17	vectorize	vectorize	PROPN
easat-3346	44	18	.	.	PUNCT
easat-3346	45	1	besides	besides	ADV
easat-3346	45	2	,	,	PUNCT
easat-3346	45	3	also	also	ADV
easat-3346	45	4	determine	determine	VERB
easat-3346	45	5	which	which	PRON
easat-3346	45	6	features	feature	VERB
easat-3346	45	7	,	,	PUNCT
easat-3346	45	8	in	in	ADP
easat-3346	45	9	the	the	DET
easat-3346	45	10	case	case	NOUN
easat-3346	45	11	of	of	ADP
easat-3346	45	12	the	the	DET
easat-3346	45	13	bangladeshi	bangladeshi	PROPN
easat-3346	45	14	dataset	dataset	NOUN
easat-3346	45	15	,	,	PUNCT
easat-3346	45	16	are	be	AUX
easat-3346	45	17	most	most	ADV
easat-3346	45	18	predictive	predictive	ADJ
easat-3346	45	19	of	of	ADP
easat-3346	45	20	identifying	identify	VERB
easat-3346	45	21	false	false	ADJ
easat-3346	45	22	messag	messag	NOUN
easat-3346	45	23	.	.	PUNCT
easat-3346	46	1	we	we	PRON
easat-3346	46	2	compared	compare	VERB
easat-3346	46	3	six	six	NUM
easat-3346	46	4	machine	machine	NOUN
easat-3346	46	5	learning	learn	VERB
easat-3346	46	6	classifiers	classifier	NOUN
easat-3346	46	7	,	,	PUNCT
easat-3346	46	8	including	include	VERB
easat-3346	46	9	an	an	DET
easat-3346	46	10	extra	extra	ADJ
easat-3346	46	11	tree	tree	NOUN
easat-3346	46	12	classifier	classifier	NOUN
easat-3346	46	13	and	and	CCONJ
easat-3346	46	14	a	a	DET
easat-3346	46	15	procrastination	procrastination	NOUN
easat-3346	46	16	classifier	classifier	NOUN
easat-3346	46	17	.	.	PUNCT
easat-3346	47	1	2	2	X
easat-3346	47	2	.	.	X
easat-3346	47	3	previous	previous	ADJ
easat-3346	47	4	study	study	NOUN
easat-3346	47	5	as	as	ADP
easat-3346	47	6	false	false	ADJ
easat-3346	47	7	message	message	NOUN
easat-3346	47	8	has	have	AUX
easat-3346	47	9	become	become	VERB
easat-3346	47	10	a	a	DET
easat-3346	47	11	global	global	ADJ
easat-3346	47	12	issue	issue	NOUN
easat-3346	47	13	,	,	PUNCT
easat-3346	47	14	it	it	PRON
easat-3346	47	15	has	have	AUX
easat-3346	47	16	also	also	ADV
easat-3346	47	17	become	become	VERB
easat-3346	47	18	a	a	DET
easat-3346	47	19	challenge	challenge	NOUN
easat-3346	47	20	for	for	ADP
easat-3346	47	21	all	all	DET
easat-3346	47	22	sectors	sector	NOUN
easat-3346	47	23	of	of	ADP
easat-3346	47	24	society	society	NOUN
easat-3346	47	25	.	.	PUNCT
easat-3346	48	1	granik	granik	PROPN
easat-3346	48	2	et.al	et.al	PROPN
easat-3346	49	1	[	[	X
easat-3346	49	2	13	13	NUM
easat-3346	49	3	]	]	PUNCT
easat-3346	49	4	described	describe	VERB
easat-3346	49	5	a	a	DET
easat-3346	49	6	recognized	recognize	VERB
easat-3346	49	7	naive	naive	ADJ
easat-3346	49	8	bayes	bayes	NOUN
easat-3346	49	9	method	method	NOUN
easat-3346	49	10	for	for	ADP
easat-3346	49	11	detecting	detect	VERB
easat-3346	49	12	false	false	ADJ
easat-3346	49	13	message	message	NOUN
easat-3346	49	14	,	,	PUNCT
easat-3346	49	15	which	which	PRON
easat-3346	49	16	is	be	AUX
easat-3346	49	17	known	know	VERB
easat-3346	49	18	as	as	ADP
easat-3346	49	19	a	a	DET
easat-3346	49	20	well	well	ADV
easat-3346	49	21	-	-	PUNCT
easat-3346	49	22	known	know	VERB
easat-3346	49	23	technology	technology	NOUN
easat-3346	49	24	.	.	PUNCT
easat-3346	50	1	there	there	PRON
easat-3346	50	2	are	be	VERB
easat-3346	50	3	many	many	ADJ
easat-3346	50	4	similarities	similarity	NOUN
easat-3346	50	5	between	between	ADP
easat-3346	50	6	false	false	ADJ
easat-3346	50	7	message	message	NOUN
easat-3346	50	8	and	and	CCONJ
easat-3346	50	9	spam	spam	VERB
easat-3346	50	10	messages	message	NOUN
easat-3346	50	11	detection	detection	NOUN
easat-3346	50	12	like	like	ADP
easat-3346	50	13	having	have	VERB
easat-3346	50	14	a	a	DET
easat-3346	50	15	lot	lot	NOUN
easat-3346	50	16	of	of	ADP
easat-3346	50	17	grammatical	grammatical	ADJ
easat-3346	50	18	errors	error	NOUN
easat-3346	50	19	,	,	PUNCT
easat-3346	50	20	influencing	influence	VERB
easat-3346	50	21	reader	reader	NOUN
easat-3346	50	22	opinion	opinion	NOUN
easat-3346	50	23	,	,	PUNCT
easat-3346	50	24	and	and	CCONJ
easat-3346	50	25	using	use	VERB
easat-3346	50	26	a	a	DET
easat-3346	50	27	similarly	similarly	ADV
easat-3346	50	28	limited	limit	VERB
easat-3346	50	29	set	set	NOUN
easat-3346	50	30	of	of	ADP
easat-3346	50	31	words	word	NOUN
easat-3346	50	32	.	.	PUNCT
easat-3346	51	1	as	as	ADP
easat-3346	51	2	a	a	DET
easat-3346	51	3	result	result	NOUN
easat-3346	51	4	,	,	PUNCT
easat-3346	51	5	the	the	DET
easat-3346	51	6	same	same	ADJ
easat-3346	51	7	method	method	NOUN
easat-3346	51	8	is	be	AUX
easat-3346	51	9	used	use	VERB
easat-3346	51	10	for	for	ADP
easat-3346	51	11	false	false	ADJ
easat-3346	51	12	message	message	NOUN
easat-3346	51	13	detection	detection	NOUN
easat-3346	51	14	.	.	PUNCT
easat-3346	52	1	this	this	DET
easat-3346	52	2	experiment	experiment	NOUN
easat-3346	52	3	results	result	VERB
easat-3346	52	4	in	in	ADP
easat-3346	52	5	74	74	NUM
easat-3346	52	6	%	%	NOUN
easat-3346	52	7	accuracy	accuracy	NOUN
easat-3346	52	8	for	for	ADP
easat-3346	52	9	the	the	DET
easat-3346	52	10	particular	particular	ADJ
easat-3346	52	11	dataset	dataset	NOUN
easat-3346	52	12	.	.	PUNCT
easat-3346	53	1	for	for	ADP
easat-3346	53	2	experimental	experimental	ADJ
easat-3346	53	3	results	result	NOUN
easat-3346	53	4	naive	naive	ADJ
easat-3346	53	5	,	,	PUNCT
easat-3346	53	6	they	they	PRON
easat-3346	53	7	mainly	mainly	ADV
easat-3346	53	8	used	use	VERB
easat-3346	53	9	buzzfeed	buzzfeed	PROPN
easat-3346	53	10	news	news	PROPN
easat-3346	53	11	,	,	PUNCT
easat-3346	53	12	which	which	PRON
easat-3346	53	13	contains	contain	VERB
easat-3346	53	14	facebook	facebook	NOUN
easat-3346	53	15	posts	post	NOUN
easat-3346	53	16	.	.	PUNCT
easat-3346	54	1	only	only	ADV
easat-3346	54	2	a	a	DET
easat-3346	54	3	few	few	ADJ
easat-3346	54	4	of	of	ADP
easat-3346	54	5	them	they	PRON
easat-3346	54	6	are	be	AUX
easat-3346	54	7	used	use	VERB
easat-3346	54	8	,	,	PUNCT
easat-3346	54	9	which	which	PRON
easat-3346	54	10	are	be	AUX
easat-3346	54	11	mainly	mainly	ADV
easat-3346	54	12	linked	link	VERB
easat-3346	54	13	with	with	ADP
easat-3346	54	14	the	the	DET
easat-3346	54	15	facebook	facebook	NOUN
easat-3346	54	16	post	post	NOUN
easat-3346	54	17	with	with	ADP
easat-3346	54	18	articles	article	NOUN
easat-3346	54	19	and	and	CCONJ
easat-3346	54	20	level	level	NOUN
easat-3346	54	21	of	of	ADP
easat-3346	54	22	text	text	NOUN
easat-3346	54	23	.	.	PUNCT
easat-3346	55	1	the	the	DET
easat-3346	55	2	data	data	NOUN
easat-3346	55	3	section	section	NOUN
easat-3346	55	4	is	be	AUX
easat-3346	55	5	mainly	mainly	ADV
easat-3346	55	6	a	a	DET
easat-3346	55	7	combination	combination	NOUN
easat-3346	55	8	of	of	ADP
easat-3346	55	9	true	true	ADJ
easat-3346	55	10	and	and	CCONJ
easat-3346	55	11	false	false	ADJ
easat-3346	55	12	news	news	NOUN
easat-3346	55	13	.	.	PUNCT
easat-3346	56	1	on	on	ADP
easat-3346	56	2	the	the	DET
easat-3346	56	3	other	other	ADJ
easat-3346	56	4	hand	hand	NOUN
easat-3346	56	5	,	,	PUNCT
easat-3346	56	6	no	no	DET
easat-3346	56	7	factual	factual	ADJ
easat-3346	56	8	quantities	quantity	NOUN
easat-3346	56	9	are	be	AUX
easat-3346	56	10	ignored	ignore	VERB
easat-3346	56	11	.	.	PUNCT
easat-3346	57	1	after	after	ADP
easat-3346	57	2	cleaning	clean	VERB
easat-3346	57	3	the	the	DET
easat-3346	57	4	datasets	dataset	NOUN
easat-3346	57	5	,	,	PUNCT
easat-3346	57	6	they	they	PRON
easat-3346	57	7	got	get	VERB
easat-3346	57	8	1771	1771	NUM
easat-3346	57	9	message	message	NOUN
easat-3346	57	10	articles	article	NOUN
easat-3346	57	11	.	.	PUNCT
easat-3346	58	1	this	this	DET
easat-3346	58	2	experiment	experiment	NOUN
easat-3346	58	3	shows	show	VERB
easat-3346	58	4	similar	similar	ADJ
easat-3346	58	5	results	result	NOUN
easat-3346	58	6	for	for	ADP
easat-3346	58	7	both	both	CCONJ
easat-3346	58	8	true	true	ADJ
easat-3346	58	9	and	and	CCONJ
easat-3346	58	10	false	false	ADJ
easat-3346	58	11	news	news	NOUN
easat-3346	58	12	,	,	PUNCT
easat-3346	58	13	but	but	CCONJ
easat-3346	58	14	the	the	DET
easat-3346	58	15	false	false	ADJ
easat-3346	58	16	message	message	NOUN
easat-3346	58	17	range	range	NOUN
easat-3346	58	18	shows	show	VERB
easat-3346	58	19	a	a	DET
easat-3346	58	20	little	little	ADJ
easat-3346	58	21	worse	bad	ADJ
easat-3346	58	22	result	result	NOUN
easat-3346	58	23	compared	compare	VERB
easat-3346	58	24	to	to	ADP
easat-3346	58	25	true	true	ADJ
easat-3346	58	26	message	message	NOUN
easat-3346	58	27	identification	identification	NOUN
easat-3346	58	28	due	due	ADP
easat-3346	58	29	to	to	ADP
easat-3346	58	30	the	the	DET
easat-3346	58	31	skewness	skewness	NOUN
easat-3346	58	32	of	of	ADP
easat-3346	58	33	the	the	DET
easat-3346	58	34	dataset	dataset	NOUN
easat-3346	58	35	.	.	PUNCT
easat-3346	59	1	their	their	PRON
easat-3346	59	2	experimental	experimental	ADJ
easat-3346	59	3	results	result	NOUN
easat-3346	59	4	show	show	VERB
easat-3346	59	5	that	that	SCONJ
easat-3346	59	6	the	the	DET
easat-3346	59	7	precision	precision	NOUN
easat-3346	59	8	for	for	ADP
easat-3346	59	9	the	the	DET
easat-3346	59	10	given	give	VERB
easat-3346	59	11	classifier	classifier	NOUN
easat-3346	59	12	is	be	AUX
easat-3346	59	13	0.71	0.71	NUM
easat-3346	59	14	.	.	PUNCT
easat-3346	60	1	on	on	ADP
easat-3346	60	2	the	the	DET
easat-3346	60	3	other	other	ADJ
easat-3346	60	4	hand	hand	NOUN
easat-3346	60	5	,	,	PUNCT
easat-3346	60	6	recall	recall	VERB
easat-3346	60	7	for	for	ADP
easat-3346	60	8	the	the	DET
easat-3346	60	9	same	same	ADJ
easat-3346	60	10	classifier	classifier	NOUN
easat-3346	60	11	is	be	AUX
easat-3346	60	12	0.14	0.14	NUM
easat-3346	60	13	.	.	PUNCT
easat-3346	61	1	yerlekar	yerlekar	NOUN
easat-3346	61	2	et.al[12	et.al[12	PROPN
easat-3346	61	3	]	]	PUNCT
easat-3346	61	4	discussed	discuss	VERB
easat-3346	61	5	a	a	DET
easat-3346	61	6	unique	unique	ADJ
easat-3346	61	7	methodology	methodology	NOUN
easat-3346	61	8	.	.	PUNCT
easat-3346	62	1	at	at	ADP
easat-3346	62	2	first	first	ADV
easat-3346	62	3	,	,	PUNCT
easat-3346	62	4	they	they	PRON
easat-3346	62	5	cleaned	clean	VERB
easat-3346	62	6	the	the	DET
easat-3346	62	7	dataset	dataset	NOUN
easat-3346	62	8	by	by	ADP
easat-3346	62	9	modifying	modify	VERB
easat-3346	62	10	information	information	NOUN
easat-3346	62	11	that	that	PRON
easat-3346	62	12	is	be	AUX
easat-3346	62	13	incorrect	incorrect	ADJ
easat-3346	62	14	,	,	PUNCT
easat-3346	62	15	incomplete	incomplete	ADJ
easat-3346	62	16	,	,	PUNCT
easat-3346	62	17	duplicated	duplicate	VERB
easat-3346	62	18	,	,	PUNCT
easat-3346	62	19	and	and	CCONJ
easat-3346	62	20	improperly	improperly	ADV
easat-3346	62	21	formatted	format	VERB
easat-3346	62	22	.	.	PUNCT
easat-3346	63	1	data	datum	NOUN
easat-3346	63	2	is	be	AUX
easat-3346	63	3	split	split	VERB
easat-3346	63	4	into	into	ADP
easat-3346	63	5	two	two	NUM
easat-3346	63	6	categories	category	NOUN
easat-3346	63	7	testing	testing	NOUN
easat-3346	63	8	and	and	CCONJ
easat-3346	63	9	training	training	NOUN
easat-3346	63	10	stages	stage	NOUN
easat-3346	63	11	,	,	PUNCT
easat-3346	63	12	and	and	CCONJ
easat-3346	63	13	it	it	PRON
easat-3346	63	14	is	be	AUX
easat-3346	63	15	split	split	VERB
easat-3346	63	16	into	into	ADP
easat-3346	63	17	a	a	DET
easat-3346	63	18	30	30	NUM
easat-3346	63	19	-	-	SYM
easat-3346	63	20	70	70	NUM
easat-3346	63	21	%	%	NOUN
easat-3346	63	22	range	range	NOUN
easat-3346	63	23	.	.	PUNCT
easat-3346	64	1	they	they	PRON
easat-3346	64	2	have	have	AUX
easat-3346	64	3	built	build	VERB
easat-3346	64	4	a	a	DET
easat-3346	64	5	flask	flask	NOUN
easat-3346	64	6	application	application	NOUN
easat-3346	64	7	on	on	ADP
easat-3346	64	8	the	the	DET
easat-3346	64	9	cloud	cloud	NOUN
easat-3346	64	10	.	.	PUNCT
easat-3346	65	1	after	after	ADP
easat-3346	65	2	experimenting	experiment	VERB
easat-3346	65	3	with	with	ADP
easat-3346	65	4	the	the	DET
easat-3346	65	5	dataset	dataset	NOUN
easat-3346	65	6	,	,	PUNCT
easat-3346	65	7	they	they	PRON
easat-3346	65	8	found	find	VERB
easat-3346	65	9	80	80	NUM
easat-3346	65	10	%	%	NOUN
easat-3346	65	11	accuracy.mr	accuracy.mr	PROPN
easat-3346	65	12	.	.	PUNCT
easat-3346	66	1	r.	r.	PROPN
easat-3346	66	2	praveen	praveen	PROPN
easat-3346	66	3	kumar	kumar	PROPN
easat-3346	66	4	et	et	PROPN
easat-3346	66	5	al	al	PROPN
easat-3346	66	6	.	.	PUNCT
easat-3346	67	1	[	[	X
easat-3346	67	2	14	14	NUM
easat-3346	67	3	]	]	PUNCT
easat-3346	67	4	presented	present	VERB
easat-3346	67	5	a	a	DET
easat-3346	67	6	falsemessage	falsemessage	NOUN
easat-3346	67	7	detection	detection	NOUN
easat-3346	67	8	model	model	NOUN
easat-3346	67	9	.	.	PUNCT
easat-3346	68	1	in	in	ADP
easat-3346	68	2	their	their	PRON
easat-3346	68	3	proposed	propose	VERB
easat-3346	68	4	method	method	NOUN
easat-3346	68	5	,	,	PUNCT
easat-3346	68	6	two	two	NUM
easat-3346	68	7	feature	feature	NOUN
easat-3346	68	8	extraction	extraction	NOUN
easat-3346	68	9	named	name	VERB
easat-3346	68	10	count	count	NOUN
easat-3346	68	11	vectorize	vectorize	NOUN
easat-3346	68	12	and	and	CCONJ
easat-3346	68	13	a	a	DET
easat-3346	68	14	tf	tf	ADJ
easat-3346	68	15	-	-	PUNCT
easat-3346	68	16	idf	idf	PROPN
easat-3346	68	17	matrix	matrix	NOUN
easat-3346	68	18	were	be	AUX
easat-3346	68	19	used	use	VERB
easat-3346	68	20	.	.	PUNCT
easat-3346	69	1	they	they	PRON
easat-3346	69	2	also	also	ADV
easat-3346	69	3	used	use	VERB
easat-3346	69	4	mnb	mnb	NOUN
easat-3346	69	5	and	and	CCONJ
easat-3346	69	6	svm	svm	NOUN
easat-3346	69	7	as	as	ADP
easat-3346	69	8	classifiers	classifier	NOUN
easat-3346	69	9	.	.	PUNCT
easat-3346	70	1	benchmark	benchmark	NOUN
easat-3346	70	2	dataset	dataset	NOUN
easat-3346	70	3	for	for	ADP
easat-3346	70	4	false	false	ADJ
easat-3346	70	5	message	message	NOUN
easat-3346	70	6	detection	detection	NOUN
easat-3346	70	7	"	"	PUNCT
easat-3346	70	8	is	be	AUX
easat-3346	70	9	used	use	VERB
easat-3346	70	10	as	as	ADP
easat-3346	70	11	a	a	DET
easat-3346	70	12	dataset	dataset	NOUN
easat-3346	70	13	.	.	PUNCT
easat-3346	71	1	they	they	PRON
easat-3346	71	2	have	have	AUX
easat-3346	71	3	divided	divide	VERB
easat-3346	71	4	the	the	DET
easat-3346	71	5	dataset	dataset	NOUN
easat-3346	71	6	into	into	ADP
easat-3346	71	7	three	three	NUM
easat-3346	71	8	categories	category	NOUN
easat-3346	71	9	such	such	ADJ
easat-3346	71	10	as	as	ADP
easat-3346	71	11	training	training	NOUN
easat-3346	71	12	,	,	PUNCT
easat-3346	71	13	test	test	NOUN
easat-3346	71	14	,	,	PUNCT
easat-3346	71	15	and	and	CCONJ
easat-3346	71	16	validation	validation	NOUN
easat-3346	71	17	.	.	PUNCT
easat-3346	72	1	count	count	PROPN
easat-3346	72	2	vectorization	vectorization	PROPN
easat-3346	72	3	has	have	AUX
easat-3346	72	4	been	be	AUX
easat-3346	72	5	used	use	VERB
easat-3346	72	6	for	for	ADP
easat-3346	72	7	feature	feature	NOUN
easat-3346	72	8	extension	extension	NOUN
easat-3346	72	9	.	.	PUNCT
easat-3346	73	1	after	after	ADP
easat-3346	73	2	that	that	PRON
easat-3346	73	3	,	,	PUNCT
easat-3346	73	4	use	use	VERB
easat-3346	73	5	gridsearchcv	gridsearchcv	NOUN
easat-3346	73	6	and	and	CCONJ
easat-3346	73	7	a	a	DET
easat-3346	73	8	5	5	NUM
easat-3346	73	9	-	-	PUNCT
easat-3346	73	10	hold	hold	VERB
easat-3346	73	11	cross	cross	ADJ
easat-3346	73	12	-	-	ADJ
easat-3346	73	13	validation	validation	ADJ
easat-3346	73	14	set	set	NOUN
easat-3346	73	15	.	.	PUNCT
easat-3346	74	1	after	after	ADP
easat-3346	74	2	examination	examination	NOUN
easat-3346	74	3	,	,	PUNCT
easat-3346	74	4	the	the	DET
easat-3346	74	5	svm	svm	ADJ
easat-3346	74	6	classifier	classifier	NOUN
easat-3346	74	7	is	be	AUX
easat-3346	74	8	giving	give	VERB
easat-3346	74	9	56	56	NUM
easat-3346	74	10	%	%	NOUN
easat-3346	74	11	accuracy	accuracy	NOUN
easat-3346	74	12	and	and	CCONJ
easat-3346	74	13	naive	naive	ADJ
easat-3346	74	14	bayes	bayes	NOUN
easat-3346	74	15	is	be	AUX
easat-3346	74	16	giving	give	VERB
easat-3346	74	17	78	78	NUM
easat-3346	74	18	%	%	NOUN
easat-3346	74	19	accuracy.m	accuracy.m	PROPN
easat-3346	74	20	.	.	PUNCT
easat-3346	75	1	g.	g.	PROPN
easat-3346	75	2	hussain	hussain	PROPN
easat-3346	75	3	et	et	PROPN
easat-3346	75	4	al	al	PROPN
easat-3346	75	5	.	.	PUNCT
easat-3346	76	1	[	[	X
easat-3346	76	2	15	15	NUM
easat-3346	76	3	]	]	PUNCT
easat-3346	76	4	proposed	propose	VERB
easat-3346	76	5	a	a	DET
easat-3346	76	6	method	method	NOUN
easat-3346	76	7	for	for	ADP
easat-3346	76	8	bangladeshi	bangladeshi	ADJ
easat-3346	76	9	false	false	ADJ
easat-3346	76	10	message	message	NOUN
easat-3346	76	11	detection	detection	NOUN
easat-3346	76	12	.	.	PUNCT
easat-3346	77	1	for	for	ADP
easat-3346	77	2	feature	feature	NOUN
easat-3346	77	3	extension	extension	NOUN
easat-3346	77	4	,	,	PUNCT
easat-3346	77	5	they	they	PRON
easat-3346	77	6	have	have	AUX
easat-3346	77	7	used	use	VERB
easat-3346	77	8	term	term	NOUN
easat-3346	77	9	frequency	frequency	NOUN
easat-3346	77	10	-	-	PUNCT
easat-3346	77	11	inverse	inverse	NOUN
easat-3346	77	12	document	document	NOUN
easat-3346	77	13	frequency	frequency	NOUN
easat-3346	77	14	(	(	PUNCT
easat-3346	77	15	tf	tf	PROPN
easat-3346	77	16	-	-	PUNCT
easat-3346	77	17	idf	idf	NOUN
easat-3346	77	18	)	)	PUNCT
easat-3346	77	19	and	and	CCONJ
easat-3346	77	20	count	count	PROPN
easat-3346	77	21	vectorize	vectorize	PROPN
easat-3346	77	22	.	.	PUNCT
easat-3346	78	1	their	their	PRON
easat-3346	78	2	experiment	experiment	NOUN
easat-3346	78	3	shows	show	VERB
easat-3346	78	4	that	that	SCONJ
easat-3346	78	5	svm	svm	PROPN
easat-3346	78	6	has	have	AUX
easat-3346	78	7	performed	perform	VERB
easat-3346	78	8	better	well	ADV
easat-3346	78	9	than	than	ADP
easat-3346	78	10	mnb	mnb	PROPN
easat-3346	78	11	.	.	PUNCT
easat-3346	79	1	for	for	ADP
easat-3346	79	2	experimental	experimental	ADJ
easat-3346	79	3	purposes	purpose	NOUN
easat-3346	79	4	,	,	PUNCT
easat-3346	79	5	the	the	DET
easat-3346	79	6	open	open	ADJ
easat-3346	79	7	-	-	PUNCT
easat-3346	79	8	source	source	NOUN
easat-3346	79	9	dataset	dataset	NOUN
easat-3346	79	10	was	be	AUX
easat-3346	79	11	used	use	VERB
easat-3346	79	12	to	to	PART
easat-3346	79	13	classify	classify	VERB
easat-3346	79	14	false	false	ADJ
easat-3346	79	15	message	message	NOUN
easat-3346	79	16	.	.	PUNCT
easat-3346	80	1	they	they	PRON
easat-3346	80	2	have	have	AUX
easat-3346	80	3	made	make	VERB
easat-3346	80	4	a	a	DET
easat-3346	80	5	dataset	dataset	NOUN
easat-3346	80	6	from	from	ADP
easat-3346	80	7	prothomalo1	prothomalo1	PROPN
easat-3346	80	8	,	,	PUNCT
easat-3346	80	9	prothomalu2	prothomalu2	NOUN
easat-3346	80	10	,	,	PUNCT
easat-3346	80	11	balerkontho3	balerkontho3	NOUN
easat-3346	80	12	,	,	PUNCT
easat-3346	80	13	motikontho4	motikontho4	PROPN
easat-3346	80	14	.	.	PUNCT
easat-3346	81	1	dataset	dataset	PROPN
easat-3346	81	2	is	be	AUX
easat-3346	81	3	made	make	VERB
easat-3346	81	4	with	with	ADP
easat-3346	81	5	2500	2500	NUM
easat-3346	81	6	message	message	NOUN
easat-3346	81	7	articles	article	NOUN
easat-3346	81	8	for	for	ADP
easat-3346	81	9	experimental	experimental	ADJ
easat-3346	81	10	purposes	purpose	NOUN
easat-3346	81	11	.	.	PUNCT
easat-3346	82	1	they	they	PRON
easat-3346	82	2	have	have	AUX
easat-3346	82	3	removed	remove	VERB
easat-3346	82	4	special	special	ADJ
easat-3346	82	5	characters	character	NOUN
easat-3346	82	6	,	,	PUNCT
easat-3346	82	7	digits	digit	NOUN
easat-3346	82	8	,	,	PUNCT
easat-3346	82	9	english	english	ADJ
easat-3346	82	10	characters	character	NOUN
easat-3346	82	11	,	,	PUNCT
easat-3346	82	12	and	and	CCONJ
easat-3346	82	13	emotions	emotion	NOUN
easat-3346	82	14	from	from	ADP
easat-3346	82	15	the	the	DET
easat-3346	82	16	dataset	dataset	NOUN
easat-3346	82	17	.	.	PUNCT
easat-3346	83	1	datasets	dataset	NOUN
easat-3346	83	2	are	be	AUX
easat-3346	83	3	divided	divide	VERB
easat-3346	83	4	into	into	ADP
easat-3346	83	5	two	two	NUM
easat-3346	83	6	segments	segment	NOUN
easat-3346	83	7	,	,	PUNCT
easat-3346	83	8	30	30	NUM
easat-3346	83	9	%	%	NOUN
easat-3346	83	10	are	be	AUX
easat-3346	83	11	used	use	VERB
easat-3346	83	12	in	in	ADP
easat-3346	83	13	tests	test	NOUN
easat-3346	83	14	and	and	CCONJ
easat-3346	83	15	70	70	NUM
easat-3346	83	16	%	%	NOUN
easat-3346	83	17	are	be	AUX
easat-3346	83	18	used	use	VERB
easat-3346	83	19	in	in	ADP
easat-3346	83	20	training	training	NOUN
easat-3346	83	21	.	.	PUNCT
easat-3346	84	1	their	their	PRON
easat-3346	84	2	experiment	experiment	NOUN
easat-3346	84	3	shows	show	VERB
easat-3346	84	4	that	that	SCONJ
easat-3346	84	5	svm	svm	PROPN
easat-3346	84	6	including	include	VERB
easat-3346	84	7	linear	linear	PROPN
easat-3346	84	8	kernels	kernel	NOUN
easat-3346	84	9	shows	show	VERB
easat-3346	84	10	a	a	DET
easat-3346	84	11	96.64	96.64	NUM
easat-3346	84	12	%	%	NOUN
easat-3346	84	13	accuracy	accuracy	NOUN
easat-3346	84	14	and	and	CCONJ
easat-3346	84	15	where	where	SCONJ
easat-3346	84	16	mnb	mnb	PROPN
easat-3346	84	17	shows	show	VERB
easat-3346	84	18	93.32	93.32	NUM
easat-3346	84	19	%	%	NOUN
easat-3346	84	20	accuracy.an	accuracy.an	DET
easat-3346	84	21	uncommon	uncommon	ADJ
easat-3346	84	22	technique	technique	NOUN
easat-3346	84	23	is	be	AUX
easat-3346	84	24	proposed	propose	VERB
easat-3346	84	25	by	by	ADP
easat-3346	84	26	deokate[16	deokate[16	PRON
easat-3346	84	27	]	]	PUNCT
easat-3346	84	28	for	for	ADP
easat-3346	84	29	false	false	ADJ
easat-3346	84	30	message	message	NOUN
easat-3346	84	31	detection	detection	NOUN
easat-3346	84	32	.	.	PUNCT
easat-3346	85	1	different	different	ADJ
easat-3346	85	2	types	type	NOUN
easat-3346	85	3	of	of	ADP
easat-3346	85	4	datasets	dataset	NOUN
easat-3346	85	5	are	be	AUX
easat-3346	85	6	used	use	VERB
easat-3346	85	7	.	.	PUNCT
easat-3346	86	1	there	there	PRON
easat-3346	86	2	is	be	VERB
easat-3346	86	3	a	a	DET
easat-3346	86	4	disparity	disparity	NOUN
easat-3346	86	5	among	among	ADP
easat-3346	86	6	their	their	PRON
easat-3346	86	7	datasets	dataset	NOUN
easat-3346	86	8	.	.	PUNCT
easat-3346	87	1	buzzfeed	buzzfeed	PROPN
easat-3346	87	2	’s	’s	PART
easat-3346	87	3	dataset	dataset	PROPN
easat-3346	87	4	captures	capture	NOUN
easat-3346	87	5	stories	story	NOUN
easat-3346	87	6	shared	share	VERB
easat-3346	87	7	on	on	ADP
easat-3346	87	8	facebook	facebook	PROPN
easat-3346	87	9	.	.	PUNCT
easat-3346	88	1	on	on	ADP
easat-3346	88	2	the	the	DET
easat-3346	88	3	other	other	ADJ
easat-3346	88	4	hand	hand	NOUN
easat-3346	88	5	,	,	PUNCT
easat-3346	88	6	credbank	credbank	ADJ
easat-3346	88	7	and	and	CCONJ
easat-3346	88	8	pheme	pheme	NOUN
easat-3346	88	9	datasets	dataset	NOUN
easat-3346	88	10	are	be	AUX
easat-3346	88	11	twitter	twitter	NOUN
easat-3346	88	12	-	-	PUNCT
easat-3346	88	13	based	base	VERB
easat-3346	88	14	.	.	PUNCT
easat-3346	89	1	credbank	credbank	PROPN
easat-3346	89	2	was	be	AUX
easat-3346	89	3	mainly	mainly	ADV
easat-3346	89	4	a	a	DET
easat-3346	89	5	large	large	ADJ
easat-3346	89	6	-	-	PUNCT
easat-3346	89	7	scale	scale	NOUN
easat-3346	89	8	dataset	dataset	NOUN
easat-3346	89	9	of	of	ADP
easat-3346	89	10	twitter	twitter	NOUN
easat-3346	89	11	and	and	CCONJ
easat-3346	89	12	rumors	rumor	NOUN
easat-3346	89	13	of	of	ADP
easat-3346	89	14	twitter	twitter	NOUN
easat-3346	89	15	.	.	PUNCT
easat-3346	90	1	different	different	ADJ
easat-3346	90	2	features	feature	NOUN
easat-3346	90	3	are	be	AUX
easat-3346	90	4	used	use	VERB
easat-3346	90	5	for	for	ADP
easat-3346	90	6	better	well	ADJ
easat-3346	90	7	performance	performance	NOUN
easat-3346	90	8	.	.	PUNCT
easat-3346	91	1	at	at	ADP
easat-3346	91	2	first	first	ADV
easat-3346	91	3	,	,	PUNCT
easat-3346	91	4	the	the	DET
easat-3346	91	5	dataset	dataset	NOUN
easat-3346	91	6	is	be	AUX
easat-3346	91	7	preprocessed	preprocesse	VERB
easat-3346	91	8	.	.	PUNCT
easat-3346	92	1	three	three	NUM
easat-3346	92	2	types	type	NOUN
easat-3346	92	3	of	of	ADP
easat-3346	92	4	features	feature	NOUN
easat-3346	92	5	named	name	VERB
easat-3346	92	6	structural	structural	ADJ
easat-3346	92	7	,	,	PUNCT
easat-3346	92	8	user	user	NOUN
easat-3346	92	9	,	,	PUNCT
easat-3346	92	10	and	and	CCONJ
easat-3346	92	11	content	content	NOUN
easat-3346	92	12	must	must	AUX
easat-3346	92	13	be	be	AUX
easat-3346	92	14	selected	select	VERB
easat-3346	92	15	.	.	PUNCT
easat-3346	93	1	their	their	PRON
easat-3346	93	2	experiment	experiment	NOUN
easat-3346	93	3	shows	show	VERB
easat-3346	93	4	that	that	SCONJ
easat-3346	93	5	the	the	DET
easat-3346	93	6	mean	mean	ADJ
easat-3346	93	7	absolute	absolute	ADJ
easat-3346	93	8	error	error	NOUN
easat-3346	93	9	gives	give	VERB
easat-3346	93	10	an	an	DET
easat-3346	93	11	accuracy	accuracy	NOUN
easat-3346	93	12	of	of	ADP
easat-3346	93	13	0.0116	0.0116	NUM
easat-3346	93	14	%	%	NOUN
easat-3346	93	15	,	,	PUNCT
easat-3346	93	16	the	the	DET
easat-3346	93	17	root	root	NOUN
easat-3346	93	18	means	mean	VERB
easat-3346	93	19	squared	square	VERB
easat-3346	93	20	error	error	NOUN
easat-3346	93	21	gives	give	VERB
easat-3346	93	22	an	an	DET
easat-3346	93	23	accuracy	accuracy	NOUN
easat-3346	93	24	of	of	ADP
easat-3346	93	25	6134	6134	NUM
easat-3346	93	26	edelweiss	edelweiss	PROPN
easat-3346	93	27	applied	apply	VERB
easat-3346	93	28	science	science	NOUN
easat-3346	93	29	and	and	CCONJ
easat-3346	93	30	technology	technology	NOUN
easat-3346	93	31	issn	issn	PROPN
easat-3346	93	32	:	:	PUNCT
easat-3346	93	33	2576	2576	NUM
easat-3346	93	34	-	-	SYM
easat-3346	93	35	8484	8484	NUM
easat-3346	93	36	vol	vol	NOUN
easat-3346	93	37	.	.	PROPN
easat-3346	93	38	8	8	NUM
easat-3346	93	39	,	,	PUNCT
easat-3346	93	40	no	no	INTJ
easat-3346	93	41	.	.	NOUN
easat-3346	94	1	6	6	NUM
easat-3346	94	2	:	:	SYM
easat-3346	94	3	6132	6132	NUM
easat-3346	94	4	-	-	SYM
easat-3346	94	5	6146	6146	NUM
easat-3346	94	6	,	,	PUNCT
easat-3346	94	7	2024	2024	NUM
easat-3346	94	8	doi	doi	NOUN
easat-3346	94	9	:	:	PUNCT
easat-3346	94	10	10.55214/25768484.v8i6.3346	10.55214/25768484.v8i6.3346	NUM
easat-3346	94	11	©	©	PROPN
easat-3346	94	12	2024	2024	NUM
easat-3346	94	13	by	by	ADP
easat-3346	94	14	the	the	DET
easat-3346	94	15	authors	author	NOUN
easat-3346	94	16	;	;	PUNCT
easat-3346	94	17	licensee	licensee	PROPN
easat-3346	94	18	learning	learn	VERB
easat-3346	94	19	gate	gate	NOUN
easat-3346	94	20	0.1075	0.1075	NUM
easat-3346	94	21	%	%	NOUN
easat-3346	94	22	,	,	PUNCT
easat-3346	94	23	and	and	CCONJ
easat-3346	94	24	relative	relative	ADJ
easat-3346	94	25	absolute	absolute	ADJ
easat-3346	94	26	error	error	NOUN
easat-3346	94	27	of	of	ADP
easat-3346	94	28	21.3112	21.3112	NUM
easat-3346	94	29	%	%	NOUN
easat-3346	94	30	,	,	PUNCT
easat-3346	94	31	compared	compare	VERB
easat-3346	94	32	to	to	ADP
easat-3346	94	33	this	this	DET
easat-3346	94	34	algorithm	algorithm	NOUN
easat-3346	94	35	better	well	ADJ
easat-3346	94	36	accuracy	accuracy	NOUN
easat-3346	94	37	result	result	NOUN
easat-3346	94	38	obtained	obtain	VERB
easat-3346	94	39	by	by	ADP
easat-3346	94	40	root	root	NOUN
easat-3346	94	41	relative	relative	ADJ
easat-3346	94	42	squared	square	VERB
easat-3346	94	43	error	error	NOUN
easat-3346	94	44	accuracy	accuracy	NOUN
easat-3346	94	45	of	of	ADP
easat-3346	94	46	21.4997	21.4997	NUM
easat-3346	94	47	%	%	NOUN
easat-3346	94	48	.	.	PUNCT
easat-3346	95	1	comparative	comparative	ADJ
easat-3346	95	2	analysis	analysis	NOUN
easat-3346	95	3	is	be	AUX
easat-3346	95	4	done	do	VERB
easat-3346	95	5	by	by	ADP
easat-3346	95	6	f.	f.	PROPN
easat-3346	95	7	islam	islam	PROPN
easat-3346	96	1	[	[	X
easat-3346	96	2	17	17	NUM
easat-3346	96	3	]	]	PUNCT
easat-3346	96	4	.	.	PUNCT
easat-3346	97	1	they	they	PRON
easat-3346	97	2	examined	examine	VERB
easat-3346	97	3	three	three	NUM
easat-3346	97	4	classifiers	classifier	NOUN
easat-3346	97	5	for	for	ADP
easat-3346	97	6	identifying	identify	VERB
easat-3346	97	7	false	false	ADJ
easat-3346	97	8	message	message	NOUN
easat-3346	97	9	and	and	CCONJ
easat-3346	97	10	showed	show	VERB
easat-3346	97	11	which	which	DET
easat-3346	97	12	technology	technology	NOUN
easat-3346	97	13	works	work	VERB
easat-3346	97	14	better	well	ADV
easat-3346	97	15	for	for	ADP
easat-3346	97	16	false	false	ADJ
easat-3346	97	17	message	message	NOUN
easat-3346	97	18	detection	detection	NOUN
easat-3346	97	19	.	.	PUNCT
easat-3346	98	1	they	they	PRON
easat-3346	98	2	mainly	mainly	ADV
easat-3346	98	3	use	use	VERB
easat-3346	98	4	well	well	ADV
easat-3346	98	5	-	-	PUNCT
easat-3346	98	6	known	know	VERB
easat-3346	98	7	classifiers	classifier	NOUN
easat-3346	98	8	for	for	ADP
easat-3346	98	9	bangladeshi	bangladeshi	ADJ
easat-3346	98	10	false	false	ADJ
easat-3346	98	11	message	message	NOUN
easat-3346	98	12	.	.	PUNCT
easat-3346	99	1	furthermore	furthermore	ADV
easat-3346	99	2	,	,	PUNCT
easat-3346	99	3	they	they	PRON
easat-3346	99	4	had	have	AUX
easat-3346	99	5	made	make	VERB
easat-3346	99	6	their	their	PRON
easat-3346	99	7	dataset	dataset	NOUN
easat-3346	99	8	.	.	PUNCT
easat-3346	100	1	dataset	dataset	PROPN
easat-3346	100	2	is	be	AUX
easat-3346	100	3	made	make	VERB
easat-3346	100	4	with	with	ADP
easat-3346	100	5	a	a	DET
easat-3346	100	6	sparse	sparse	ADJ
easat-3346	100	7	matrix	matrix	NOUN
easat-3346	100	8	that	that	PRON
easat-3346	100	9	contains	contain	VERB
easat-3346	100	10	nonzero	nonzero	PROPN
easat-3346	100	11	values	value	NOUN
easat-3346	100	12	.	.	PUNCT
easat-3346	101	1	they	they	PRON
easat-3346	101	2	have	have	VERB
easat-3346	101	3	a	a	DET
easat-3346	101	4	real	real	ADJ
easat-3346	101	5	and	and	CCONJ
easat-3346	101	6	fake	fake	ADJ
easat-3346	101	7	dataset	dataset	NOUN
easat-3346	101	8	together	together	ADV
easat-3346	101	9	.	.	PUNCT
easat-3346	102	1	for	for	ADP
easat-3346	102	2	training	training	NOUN
easat-3346	102	3	and	and	CCONJ
easat-3346	102	4	testing	test	VERB
easat-3346	102	5	the	the	DET
easat-3346	102	6	dataset	dataset	NOUN
easat-3346	102	7	,	,	PUNCT
easat-3346	102	8	it	it	PRON
easat-3346	102	9	is	be	AUX
easat-3346	102	10	divided	divide	VERB
easat-3346	102	11	into	into	ADP
easat-3346	102	12	two	two	NUM
easat-3346	102	13	parts	part	NOUN
easat-3346	102	14	:	:	PUNCT
easat-3346	102	15	75	75	NUM
easat-3346	102	16	%	%	NOUN
easat-3346	102	17	and	and	CCONJ
easat-3346	102	18	25	25	NUM
easat-3346	102	19	%	%	NOUN
easat-3346	102	20	ratio	ratio	NOUN
easat-3346	102	21	.	.	PUNCT
easat-3346	103	1	naïve	naïve	ADJ
easat-3346	103	2	bayes	bayes	PROPN
easat-3346	103	3	does	do	AUX
easat-3346	103	4	not	not	PART
easat-3346	103	5	give	give	VERB
easat-3346	103	6	better	well	ADJ
easat-3346	103	7	output	output	NOUN
easat-3346	103	8	.	.	PUNCT
easat-3346	104	1	on	on	ADP
easat-3346	104	2	the	the	DET
easat-3346	104	3	other	other	ADJ
easat-3346	104	4	hand	hand	NOUN
easat-3346	104	5	,	,	PUNCT
easat-3346	104	6	the	the	DET
easat-3346	104	7	logistic	logistic	ADJ
easat-3346	104	8	regression	regression	NOUN
easat-3346	104	9	classifier	classifier	NOUN
easat-3346	104	10	performs	perform	VERB
easat-3346	104	11	better	well	ADV
easat-3346	104	12	in	in	ADP
easat-3346	104	13	each	each	DET
easat-3346	104	14	experiment	experiment	NOUN
easat-3346	104	15	.	.	PUNCT
easat-3346	105	1	the	the	DET
easat-3346	105	2	experiment	experiment	NOUN
easat-3346	105	3	is	be	AUX
easat-3346	105	4	done	do	VERB
easat-3346	105	5	with	with	ADP
easat-3346	105	6	both	both	CCONJ
easat-3346	105	7	title	title	NOUN
easat-3346	105	8	and	and	CCONJ
easat-3346	105	9	body	body	NOUN
easat-3346	105	10	.	.	PUNCT
easat-3346	106	1	in	in	ADP
easat-3346	106	2	both	both	DET
easat-3346	106	3	cases	case	NOUN
easat-3346	106	4	,	,	PUNCT
easat-3346	106	5	it	it	PRON
easat-3346	106	6	gives	give	VERB
easat-3346	106	7	an	an	DET
easat-3346	106	8	accuracy	accuracy	NOUN
easat-3346	106	9	of	of	ADP
easat-3346	106	10	81	81	NUM
easat-3346	106	11	%	%	NOUN
easat-3346	106	12	.	.	PUNCT
easat-3346	107	1	random	random	ADJ
easat-3346	107	2	forest	forest	NOUN
easat-3346	107	3	gives	give	VERB
easat-3346	107	4	better	well	ADJ
easat-3346	107	5	output	output	NOUN
easat-3346	107	6	with	with	ADP
easat-3346	107	7	83.5	83.5	NUM
easat-3346	107	8	%	%	NOUN
easat-3346	107	9	accuracy	accuracy	NOUN
easat-3346	107	10	for	for	ADP
easat-3346	107	11	the	the	DET
easat-3346	107	12	title	title	NOUN
easat-3346	107	13	,	,	PUNCT
easat-3346	107	14	82.9	82.9	NUM
easat-3346	107	15	%	%	NOUN
easat-3346	107	16	accuracy	accuracy	NOUN
easat-3346	107	17	for	for	ADP
easat-3346	107	18	body	body	NOUN
easat-3346	107	19	text	text	NOUN
easat-3346	107	20	and	and	CCONJ
easat-3346	107	21	when	when	SCONJ
easat-3346	107	22	combined	combined	ADJ
easat-3346	107	23	we	we	PRON
easat-3346	107	24	have	have	AUX
easat-3346	107	25	got	get	VERB
easat-3346	107	26	85	85	NUM
easat-3346	107	27	%	%	NOUN
easat-3346	107	28	accuracy.another	accuracy.another	PROPN
easat-3346	107	29	comparative	comparative	ADJ
easat-3346	107	30	analysis	analysis	NOUN
easat-3346	107	31	is	be	AUX
easat-3346	107	32	done	do	VERB
easat-3346	107	33	in	in	ADP
easat-3346	107	34	[	[	X
easat-3346	107	35	18	18	NUM
easat-3346	107	36	]	]	PUNCT
easat-3346	107	37	for	for	ADP
easat-3346	107	38	bangladeshi	bangladeshi	ADJ
easat-3346	107	39	false	false	ADJ
easat-3346	107	40	message	message	NOUN
easat-3346	107	41	detection	detection	NOUN
easat-3346	107	42	.	.	PUNCT
easat-3346	108	1	they	they	PRON
easat-3346	108	2	mainly	mainly	ADV
easat-3346	108	3	focus	focus	VERB
easat-3346	108	4	on	on	ADP
easat-3346	108	5	gaussian	gaussian	ADJ
easat-3346	108	6	naïve	naïve	ADJ
easat-3346	108	7	bayes	bayes	PROPN
easat-3346	108	8	classifiers	classifier	NOUN
easat-3346	108	9	.	.	PUNCT
easat-3346	109	1	they	they	PRON
easat-3346	109	2	have	have	AUX
easat-3346	109	3	made	make	VERB
easat-3346	109	4	their	their	PRON
easat-3346	109	5	dataset	dataset	NOUN
easat-3346	109	6	and	and	CCONJ
easat-3346	109	7	tested	test	VERB
easat-3346	109	8	it	it	PRON
easat-3346	109	9	with	with	ADP
easat-3346	109	10	six	six	NUM
easat-3346	109	11	different	different	ADJ
easat-3346	109	12	classifiers	classifier	NOUN
easat-3346	109	13	.	.	PUNCT
easat-3346	110	1	two	two	NUM
easat-3346	110	2	features	feature	NOUN
easat-3346	110	3	named	name	VERB
easat-3346	110	4	tf	tf	PROPN
easat-3346	110	5	-	-	PUNCT
easat-3346	110	6	idf	idf	PROPN
easat-3346	110	7	including	include	VERB
easat-3346	110	8	extra	extra	ADJ
easat-3346	110	9	tree	tree	NOUN
easat-3346	110	10	classifier	classifier	NOUN
easat-3346	110	11	are	be	AUX
easat-3346	110	12	used	use	VERB
easat-3346	110	13	.	.	PUNCT
easat-3346	111	1	they	they	PRON
easat-3346	111	2	have	have	AUX
easat-3346	111	3	tested	test	VERB
easat-3346	111	4	their	their	PRON
easat-3346	111	5	dataset	dataset	NOUN
easat-3346	111	6	with	with	ADP
easat-3346	111	7	multiple	multiple	ADJ
easat-3346	111	8	classification	classification	NOUN
easat-3346	111	9	methods	method	NOUN
easat-3346	111	10	named	name	VERB
easat-3346	111	11	svm	svm	PROPN
easat-3346	111	12	,	,	PUNCT
easat-3346	111	13	lr	lr	PROPN
easat-3346	111	14	,	,	PUNCT
easat-3346	111	15	mlp	mlp	PROPN
easat-3346	111	16	,	,	PUNCT
easat-3346	111	17	rf	rf	PROPN
easat-3346	111	18	,	,	PUNCT
easat-3346	111	19	vec	vec	PROPN
easat-3346	111	20	,	,	PUNCT
easat-3346	111	21	and	and	CCONJ
easat-3346	111	22	gnb	gnb	PROPN
easat-3346	111	23	.	.	PUNCT
easat-3346	112	1	findings	finding	NOUN
easat-3346	112	2	of	of	ADP
easat-3346	112	3	the	the	DET
easat-3346	112	4	experimental	experimental	ADJ
easat-3346	112	5	result	result	NOUN
easat-3346	112	6	are	be	AUX
easat-3346	112	7	gaussian	gaussian	ADJ
easat-3346	112	8	naïve	naïve	ADJ
easat-3346	112	9	bayes	bayes	PROPN
easat-3346	112	10	gives	give	VERB
easat-3346	112	11	better	well	ADJ
easat-3346	112	12	output	output	NOUN
easat-3346	112	13	of	of	ADP
easat-3346	112	14	54.15	54.15	NUM
easat-3346	112	15	%	%	NOUN
easat-3346	112	16	accuracy	accuracy	NOUN
easat-3346	112	17	and	and	CCONJ
easat-3346	112	18	after	after	ADP
easat-3346	112	19	using	use	VERB
easat-3346	112	20	an	an	DET
easat-3346	112	21	extra	extra	ADJ
easat-3346	112	22	tree	tree	NOUN
easat-3346	112	23	classifier	classifier	NOUN
easat-3346	112	24	it	it	PRON
easat-3346	112	25	gives	give	VERB
easat-3346	112	26	85.52	85.52	NUM
easat-3346	112	27	%	%	NOUN
easat-3346	112	28	accuracy	accuracy	NOUN
easat-3346	112	29	and	and	CCONJ
easat-3346	112	30	without	without	ADP
easat-3346	112	31	feature	feature	NOUN
easat-3346	112	32	,	,	PUNCT
easat-3346	112	33	it	it	PRON
easat-3346	112	34	gives	give	VERB
easat-3346	112	35	45	45	NUM
easat-3346	112	36	%	%	NOUN
easat-3346	112	37	accuracy	accuracy	NOUN
easat-3346	112	38	.	.	PUNCT
easat-3346	113	1	3	3	X
easat-3346	113	2	.	.	X
easat-3346	113	3	methodology	methodology	NOUN
easat-3346	113	4	in	in	ADP
easat-3346	113	5	this	this	DET
easat-3346	113	6	case	case	NOUN
easat-3346	113	7	,	,	PUNCT
easat-3346	113	8	we	we	PRON
easat-3346	113	9	extracted	extract	VERB
easat-3346	113	10	features	feature	NOUN
easat-3346	113	11	and	and	CCONJ
easat-3346	113	12	then	then	ADV
easat-3346	113	13	ran	run	VERB
easat-3346	113	14	them	they	PRON
easat-3346	113	15	through	through	ADP
easat-3346	113	16	classifiers	classifier	NOUN
easat-3346	113	17	to	to	PART
easat-3346	113	18	ensure	ensure	VERB
easat-3346	113	19	accuracy	accuracy	NOUN
easat-3346	113	20	.	.	PUNCT
easat-3346	114	1	in	in	ADP
easat-3346	114	2	our	our	PRON
easat-3346	114	3	dataset	dataset	NOUN
easat-3346	114	4	,	,	PUNCT
easat-3346	114	5	we	we	PRON
easat-3346	114	6	used	use	VERB
easat-3346	114	7	various	various	ADJ
easat-3346	114	8	classifiers	classifier	NOUN
easat-3346	114	9	to	to	PART
easat-3346	114	10	detect	detect	VERB
easat-3346	114	11	false	false	ADJ
easat-3346	114	12	message	message	NOUN
easat-3346	114	13	.	.	PUNCT
easat-3346	115	1	the	the	DET
easat-3346	115	2	process	process	NOUN
easat-3346	115	3	is	be	AUX
easat-3346	115	4	explained	explain	VERB
easat-3346	115	5	in	in	ADP
easat-3346	115	6	detail	detail	NOUN
easat-3346	115	7	in	in	ADP
easat-3346	115	8	the	the	DET
easat-3346	115	9	following	follow	VERB
easat-3346	115	10	section	section	NOUN
easat-3346	115	11	.	.	PUNCT
easat-3346	116	1	in	in	ADP
easat-3346	116	2	this	this	DET
easat-3346	116	3	research	research	NOUN
easat-3346	116	4	,	,	PUNCT
easat-3346	116	5	two	two	NUM
easat-3346	116	6	classifiers	classifier	NOUN
easat-3346	116	7	were	be	AUX
easat-3346	116	8	used	use	VERB
easat-3346	116	9	to	to	PART
easat-3346	116	10	distinguish	distinguish	VERB
easat-3346	116	11	between	between	ADP
easat-3346	116	12	false	false	ADJ
easat-3346	116	13	message	message	NOUN
easat-3346	116	14	from	from	ADP
easat-3346	116	15	the	the	DET
easat-3346	116	16	bangladeshi	bangladeshi	PROPN
easat-3346	116	17	news	news	NOUN
easat-3346	116	18	.	.	PUNCT
easat-3346	117	1	the	the	DET
easat-3346	117	2	classification	classification	NOUN
easat-3346	117	3	model	model	NOUN
easat-3346	117	4	's	's	PART
easat-3346	117	5	structure	structure	NOUN
easat-3346	117	6	flow	flow	NOUN
easat-3346	117	7	diagram	diagram	NOUN
easat-3346	117	8	is	be	AUX
easat-3346	117	9	depicted	depict	VERB
easat-3346	117	10	in	in	ADP
easat-3346	117	11	figure	figure	NOUN
easat-3346	117	12	1	1	NUM
easat-3346	117	13	,	,	PUNCT
easat-3346	117	14	and	and	CCONJ
easat-3346	117	15	the	the	DET
easat-3346	117	16	remaining	remain	VERB
easat-3346	117	17	stages	stage	NOUN
easat-3346	117	18	are	be	AUX
easat-3346	117	19	explained	explain	VERB
easat-3346	117	20	below	below	ADV
easat-3346	117	21	.	.	PUNCT
easat-3346	118	1	the	the	DET
easat-3346	118	2	strategy	strategy	NOUN
easat-3346	118	3	of	of	ADP
easat-3346	118	4	the	the	DET
easat-3346	118	5	exploration	exploration	NOUN
easat-3346	118	6	activity	activity	NOUN
easat-3346	118	7	has	have	AUX
easat-3346	118	8	been	be	AUX
easat-3346	118	9	discussed	discuss	VERB
easat-3346	118	10	in	in	ADP
easat-3346	118	11	this	this	DET
easat-3346	118	12	section	section	NOUN
easat-3346	118	13	.	.	PUNCT
easat-3346	119	1	each	each	DET
easat-3346	119	2	examination	examination	NOUN
easat-3346	119	3	action	action	NOUN
easat-3346	119	4	requires	require	VERB
easat-3346	119	5	a	a	DET
easat-3346	119	6	distinct	distinct	ADJ
easat-3346	119	7	strategy	strategy	NOUN
easat-3346	119	8	for	for	ADP
easat-3346	119	9	dealing	deal	VERB
easat-3346	119	10	with	with	ADP
easat-3346	119	11	it	it	PRON
easat-3346	119	12	.	.	PUNCT
easat-3346	120	1	provide	provide	VERB
easat-3346	120	2	an	an	DET
easat-3346	120	3	itemized	itemize	VERB
easat-3346	120	4	discussion	discussion	NOUN
easat-3346	120	5	of	of	ADP
easat-3346	120	6	how	how	SCONJ
easat-3346	120	7	to	to	PART
easat-3346	120	8	use	use	VERB
easat-3346	120	9	a	a	DET
easat-3346	120	10	model	model	NOUN
easat-3346	120	11	,	,	PUNCT
easat-3346	120	12	along	along	ADP
easat-3346	120	13	with	with	ADP
easat-3346	120	14	a	a	DET
easat-3346	120	15	brief	brief	ADJ
easat-3346	120	16	description	description	NOUN
easat-3346	120	17	of	of	ADP
easat-3346	120	18	each	each	DET
easat-3346	120	19	component	component	NOUN
easat-3346	120	20	of	of	ADP
easat-3346	120	21	the	the	DET
easat-3346	120	22	technique	technique	NOUN
easat-3346	120	23	.	.	PUNCT
easat-3346	121	1	figure	figure	NOUN
easat-3346	121	2	1	1	NUM
easat-3346	121	3	.	.	PUNCT
easat-3346	121	4	system	system	NOUN
easat-3346	121	5	flow	flow	NOUN
easat-3346	121	6	diagram	diagram	NOUN
easat-3346	121	7	.	.	PUNCT
easat-3346	122	1	6135	6135	NUM
easat-3346	122	2	edelweiss	edelweiss	PROPN
easat-3346	122	3	applied	apply	VERB
easat-3346	122	4	science	science	NOUN
easat-3346	122	5	and	and	CCONJ
easat-3346	122	6	technology	technology	NOUN
easat-3346	122	7	issn	issn	PROPN
easat-3346	122	8	:	:	PUNCT
easat-3346	122	9	2576	2576	NUM
easat-3346	122	10	-	-	SYM
easat-3346	122	11	8484	8484	NUM
easat-3346	122	12	vol	vol	NOUN
easat-3346	122	13	.	.	PROPN
easat-3346	122	14	8	8	NUM
easat-3346	122	15	,	,	PUNCT
easat-3346	122	16	no	no	INTJ
easat-3346	122	17	.	.	NOUN
easat-3346	122	18	6	6	NUM
easat-3346	122	19	:	:	SYM
easat-3346	122	20	6132	6132	NUM
easat-3346	122	21	-	-	SYM
easat-3346	122	22	6146	6146	NUM
easat-3346	122	23	,	,	PUNCT
easat-3346	122	24	2024	2024	NUM
easat-3346	122	25	doi	doi	NOUN
easat-3346	122	26	:	:	PUNCT
easat-3346	122	27	10.55214/25768484.v8i6.3346	10.55214/25768484.v8i6.3346	NUM
easat-3346	122	28	©	©	PROPN
easat-3346	122	29	2024	2024	NUM
easat-3346	122	30	by	by	ADP
easat-3346	122	31	the	the	DET
easat-3346	122	32	authors	author	NOUN
easat-3346	122	33	;	;	PUNCT
easat-3346	122	34	licensee	licensee	PROPN
easat-3346	122	35	learning	learning	NOUN
easat-3346	122	36	gate	gate	PROPN
easat-3346	122	37	3.1	3.1	NUM
easat-3346	122	38	.	.	PUNCT
easat-3346	123	1	data	datum	NOUN
easat-3346	123	2	collection	collection	NOUN
easat-3346	123	3	we	we	PRON
easat-3346	123	4	properly	properly	ADV
easat-3346	123	5	gathered	gather	VERB
easat-3346	123	6	the	the	DET
easat-3346	123	7	information	information	NOUN
easat-3346	123	8	for	for	ADP
easat-3346	123	9	the	the	DET
easat-3346	123	10	investigation	investigation	NOUN
easat-3346	123	11	.	.	PUNCT
easat-3346	124	1	all	all	DET
easat-3346	124	2	information	information	NOUN
easat-3346	124	3	comes	come	VERB
easat-3346	124	4	from	from	ADP
easat-3346	124	5	online	online	ADJ
easat-3346	124	6	media	medium	NOUN
easat-3346	124	7	and	and	CCONJ
easat-3346	124	8	message	message	NOUN
easat-3346	124	9	websites	website	NOUN
easat-3346	124	10	like	like	ADP
easat-3346	124	11	channel	channel	NOUN
easat-3346	124	12	dhaka	dhaka	PROPN
easat-3346	124	13	.	.	PUNCT
easat-3346	125	1	news	news	NOUN
easat-3346	125	2	,	,	PUNCT
easat-3346	125	3	earki.com	earki.com	X
easat-3346	125	4	,	,	PUNCT
easat-3346	125	5	and	and	CCONJ
easat-3346	125	6	motikontho.wordpress.com	motikontho.wordpress.com	PROPN
easat-3346	125	7	.	.	PUNCT
easat-3346	126	1	it	it	PRON
easat-3346	126	2	is	be	AUX
easat-3346	126	3	somewhat	somewhat	ADV
easat-3346	126	4	unpredictable	unpredictable	ADJ
easat-3346	126	5	to	to	PART
easat-3346	126	6	gather	gather	VERB
easat-3346	126	7	information	information	NOUN
easat-3346	126	8	from	from	ADP
easat-3346	126	9	online	online	ADJ
easat-3346	126	10	sites	site	NOUN
easat-3346	126	11	for	for	ADP
easat-3346	126	12	security	security	NOUN
easat-3346	126	13	issues	issue	NOUN
easat-3346	126	14	.	.	PUNCT
easat-3346	127	1	we	we	PRON
easat-3346	127	2	mainly	mainly	ADV
easat-3346	127	3	collected	collect	VERB
easat-3346	127	4	the	the	DET
easat-3346	127	5	dataset	dataset	NOUN
easat-3346	127	6	from	from	ADP
easat-3346	127	7	[	[	X
easat-3346	127	8	4	4	NUM
easat-3346	127	9	]	]	PUNCT
easat-3346	127	10	.	.	PUNCT
easat-3346	128	1	a	a	DET
easat-3346	128	2	total	total	NOUN
easat-3346	128	3	of	of	ADP
easat-3346	128	4	8501	8501	NUM
easat-3346	128	5	data	datum	NOUN
easat-3346	128	6	points	point	NOUN
easat-3346	128	7	are	be	AUX
easat-3346	128	8	collected	collect	VERB
easat-3346	128	9	from	from	ADP
easat-3346	128	10	online	online	ADJ
easat-3346	128	11	sources	source	NOUN
easat-3346	128	12	.	.	PUNCT
easat-3346	129	1	for	for	ADP
easat-3346	129	2	experiment	experiment	NOUN
easat-3346	129	3	purposes	purpose	NOUN
easat-3346	129	4	,	,	PUNCT
easat-3346	129	5	around	around	ADP
easat-3346	129	6	1299	1299	NUM
easat-3346	129	7	false	false	ADJ
easat-3346	129	8	data	datum	NOUN
easat-3346	129	9	and	and	CCONJ
easat-3346	129	10	7202	7202	NUM
easat-3346	129	11	true	true	ADJ
easat-3346	129	12	data	datum	NOUN
easat-3346	129	13	have	have	AUX
easat-3346	129	14	been	be	AUX
easat-3346	129	15	used	use	VERB
easat-3346	129	16	.	.	PUNCT
easat-3346	130	1	the	the	DET
easat-3346	130	2	image	image	NOUN
easat-3346	130	3	below	below	ADV
easat-3346	130	4	depicts	depict	VERB
easat-3346	130	5	the	the	DET
easat-3346	130	6	amount	amount	NOUN
easat-3346	130	7	of	of	ADP
easat-3346	130	8	false	false	ADJ
easat-3346	130	9	message	message	NOUN
easat-3346	130	10	and	and	CCONJ
easat-3346	130	11	real	real	ADJ
easat-3346	130	12	message	message	NOUN
easat-3346	130	13	used	use	VERB
easat-3346	130	14	in	in	ADP
easat-3346	130	15	this	this	DET
easat-3346	130	16	study	study	NOUN
easat-3346	130	17	.	.	PUNCT
easat-3346	131	1	figure	figure	NOUN
easat-3346	131	2	2	2	NUM
easat-3346	131	3	.	.	PUNCT
easat-3346	132	1	fake	fake	ADJ
easat-3346	132	2	vs	vs	ADP
easat-3346	132	3	real	real	ADJ
easat-3346	132	4	message	message	NOUN
easat-3346	132	5	dataset	dataset	NOUN
easat-3346	132	6	.	.	PUNCT
easat-3346	133	1	3.2	3.2	NUM
easat-3346	133	2	.	.	PUNCT
easat-3346	134	1	data	datum	NOUN
easat-3346	134	2	preprocessing	preprocesse	VERB
easat-3346	134	3	to	to	PART
easat-3346	134	4	implement	implement	VERB
easat-3346	134	5	codes	code	NOUN
easat-3346	134	6	,	,	PUNCT
easat-3346	134	7	the	the	DET
easat-3346	134	8	dataset	dataset	NOUN
easat-3346	134	9	must	must	AUX
easat-3346	134	10	be	be	AUX
easat-3346	134	11	preprocessed	preprocesse	VERB
easat-3346	134	12	,	,	PUNCT
easat-3346	134	13	and	and	CCONJ
easat-3346	134	14	a	a	DET
easat-3346	134	15	correct	correct	ADJ
easat-3346	134	16	dataset	dataset	NOUN
easat-3346	134	17	must	must	AUX
easat-3346	134	18	be	be	AUX
easat-3346	134	19	used	use	VERB
easat-3346	134	20	.	.	PUNCT
easat-3346	135	1	natural	natural	ADJ
easat-3346	135	2	language	language	NOUN
easat-3346	135	3	processing	processing	NOUN
easat-3346	135	4	(	(	PUNCT
easat-3346	135	5	nlp	nlp	NOUN
easat-3346	135	6	)	)	PUNCT
easat-3346	135	7	is	be	AUX
easat-3346	135	8	a	a	DET
easat-3346	135	9	subcategory	subcategory	NOUN
easat-3346	135	10	of	of	ADP
easat-3346	135	11	data	datum	NOUN
easat-3346	135	12	science	science	NOUN
easat-3346	135	13	that	that	PRON
easat-3346	135	14	mainly	mainly	ADV
easat-3346	135	15	relates	relate	VERB
easat-3346	135	16	to	to	ADP
easat-3346	135	17	textual	textual	ADJ
easat-3346	135	18	data	datum	NOUN
easat-3346	135	19	.	.	PUNCT
easat-3346	136	1	however	however	ADV
easat-3346	136	2	,	,	PUNCT
easat-3346	136	3	before	before	SCONJ
easat-3346	136	4	the	the	DET
easat-3346	136	5	data	datum	NOUN
easat-3346	136	6	can	can	AUX
easat-3346	136	7	be	be	AUX
easat-3346	136	8	used	use	VERB
easat-3346	136	9	for	for	ADP
easat-3346	136	10	analysis	analysis	NOUN
easat-3346	136	11	or	or	CCONJ
easat-3346	136	12	prediction	prediction	NOUN
easat-3346	136	13	,	,	PUNCT
easat-3346	136	14	it	it	PRON
easat-3346	136	15	must	must	AUX
easat-3346	136	16	first	first	ADV
easat-3346	136	17	be	be	AUX
easat-3346	136	18	processed	process	VERB
easat-3346	136	19	.	.	PUNCT
easat-3346	137	1	the	the	DET
easat-3346	137	2	purpose	purpose	NOUN
easat-3346	137	3	of	of	ADP
easat-3346	137	4	preparing	prepare	VERB
easat-3346	137	5	a	a	DET
easat-3346	137	6	text	text	NOUN
easat-3346	137	7	content	content	NOUN
easat-3346	137	8	dataset	dataset	VERB
easat-3346	137	9	for	for	ADP
easat-3346	137	10	designing	design	VERB
easat-3346	137	11	the	the	DET
easat-3346	137	12	model	model	NOUN
easat-3346	137	13	is	be	AUX
easat-3346	137	14	known	know	VERB
easat-3346	137	15	as	as	ADP
easat-3346	137	16	text	text	NOUN
easat-3346	137	17	preprocessing	preprocessing	NOUN
easat-3346	137	18	.	.	PUNCT
easat-3346	138	1	for	for	ADP
easat-3346	138	2	nlp	nlp	ADJ
easat-3346	138	3	experimental	experimental	ADJ
easat-3346	138	4	purposes	purpose	NOUN
easat-3346	138	5	,	,	PUNCT
easat-3346	138	6	it	it	PRON
easat-3346	138	7	is	be	AUX
easat-3346	138	8	the	the	DET
easat-3346	138	9	initial	initial	ADJ
easat-3346	138	10	stage	stage	NOUN
easat-3346	138	11	.	.	PUNCT
easat-3346	139	1	some	some	DET
easat-3346	139	2	examples	example	NOUN
easat-3346	139	3	of	of	ADP
easat-3346	139	4	preprocessing	preprocesse	VERB
easat-3346	139	5	steps	step	NOUN
easat-3346	139	6	are	be	AUX
easat-3346	139	7	as	as	SCONJ
easat-3346	139	8	follows	follow	NOUN
easat-3346	139	9	figure	figure	VERB
easat-3346	139	10	3	3	NUM
easat-3346	139	11	depicts	depict	VERB
easat-3346	139	12	the	the	DET
easat-3346	139	13	key	key	ADJ
easat-3346	139	14	steps	step	NOUN
easat-3346	139	15	of	of	ADP
easat-3346	139	16	the	the	DET
easat-3346	139	17	preprocessing	preprocessing	NOUN
easat-3346	139	18	period	period	NOUN
easat-3346	139	19	.	.	PUNCT
easat-3346	140	1	it	it	PRON
easat-3346	140	2	is	be	AUX
easat-3346	140	3	essential	essential	ADJ
easat-3346	140	4	to	to	PART
easat-3346	140	5	preprocess	preprocess	VERB
easat-3346	140	6	the	the	DET
easat-3346	140	7	input	input	NOUN
easat-3346	140	8	text	text	NOUN
easat-3346	140	9	dataset	dataset	VERB
easat-3346	140	10	before	before	ADP
easat-3346	140	11	injecting	inject	VERB
easat-3346	140	12	it	it	PRON
easat-3346	140	13	into	into	ADP
easat-3346	140	14	the	the	DET
easat-3346	140	15	specific	specific	ADJ
easat-3346	140	16	classifier	classifier	NOUN
easat-3346	140	17	.	.	PUNCT
easat-3346	141	1	a	a	DET
easat-3346	141	2	raw	raw	ADJ
easat-3346	141	3	dataset	dataset	NOUN
easat-3346	141	4	may	may	AUX
easat-3346	141	5	carry	carry	VERB
easat-3346	141	6	unnecessary	unnecessary	ADJ
easat-3346	141	7	symbols	symbol	NOUN
easat-3346	141	8	or	or	CCONJ
easat-3346	141	9	other	other	ADJ
easat-3346	141	10	aspects	aspect	NOUN
easat-3346	141	11	that	that	PRON
easat-3346	141	12	are	be	AUX
easat-3346	141	13	even	even	ADV
easat-3346	141	14	though	though	SCONJ
easat-3346	141	15	irrelevant	irrelevant	ADJ
easat-3346	141	16	to	to	ADP
easat-3346	141	17	our	our	PRON
easat-3346	141	18	classification	classification	NOUN
easat-3346	141	19	.	.	PUNCT
easat-3346	142	1	we	we	PRON
easat-3346	142	2	also	also	ADV
easat-3346	142	3	removed	remove	VERB
easat-3346	142	4	special	special	ADJ
easat-3346	142	5	characters	character	NOUN
easat-3346	142	6	such	such	ADJ
easat-3346	142	7	as	as	ADP
easat-3346	142	8	@	@	ADP
easat-3346	142	9	,	,	PUNCT
easat-3346	142	10	#	#	NOUN
easat-3346	142	11	!	!	PUNCT
easat-3346	143	1	and	and	CCONJ
easat-3346	143	2	so	so	ADV
easat-3346	143	3	on	on	ADV
easat-3346	143	4	from	from	ADP
easat-3346	143	5	our	our	PRON
easat-3346	143	6	dataset	dataset	NOUN
easat-3346	143	7	.	.	PUNCT
easat-3346	144	1	these	these	DET
easat-3346	144	2	components	component	NOUN
easat-3346	144	3	could	could	AUX
easat-3346	144	4	either	either	CCONJ
easat-3346	144	5	work	work	VERB
easat-3346	144	6	on	on	ADP
easat-3346	144	7	improving	improve	VERB
easat-3346	144	8	or	or	CCONJ
easat-3346	144	9	deteriorate	deteriorate	VERB
easat-3346	144	10	the	the	DET
easat-3346	144	11	accuracy	accuracy	NOUN
easat-3346	144	12	of	of	ADP
easat-3346	144	13	classifications	classification	NOUN
easat-3346	144	14	.	.	PUNCT
easat-3346	145	1	our	our	PRON
easat-3346	145	2	dataset	dataset	NOUN
easat-3346	145	3	is	be	AUX
easat-3346	145	4	complete	complete	ADJ
easat-3346	145	5	after	after	SCONJ
easat-3346	145	6	we	we	PRON
easat-3346	145	7	remove	remove	VERB
easat-3346	145	8	numerical	numerical	ADJ
easat-3346	145	9	values	value	NOUN
easat-3346	145	10	,	,	PUNCT
easat-3346	145	11	stop	stop	VERB
easat-3346	145	12	words	word	NOUN
easat-3346	145	13	,	,	PUNCT
easat-3346	145	14	punctuation	punctuation	NOUN
easat-3346	145	15	marks	mark	NOUN
easat-3346	145	16	,	,	PUNCT
easat-3346	145	17	and	and	CCONJ
easat-3346	145	18	special	special	ADJ
easat-3346	145	19	symbols	symbol	NOUN
easat-3346	145	20	for	for	ADP
easat-3346	145	21	improving	improve	VERB
easat-3346	145	22	the	the	DET
easat-3346	145	23	performance	performance	NOUN
easat-3346	145	24	.	.	PUNCT
easat-3346	146	1	figure	figure	NOUN
easat-3346	146	2	3	3	NUM
easat-3346	146	3	.	.	PUNCT
easat-3346	146	4	data	datum	NOUN
easat-3346	146	5	preprocessing	preprocessing	NOUN
easat-3346	146	6	.	.	PUNCT
easat-3346	147	1	6136	6136	NUM
easat-3346	147	2	edelweiss	edelweiss	PROPN
easat-3346	147	3	applied	apply	VERB
easat-3346	147	4	science	science	NOUN
easat-3346	147	5	and	and	CCONJ
easat-3346	147	6	technology	technology	NOUN
easat-3346	147	7	issn	issn	PROPN
easat-3346	147	8	:	:	PUNCT
easat-3346	147	9	2576	2576	NUM
easat-3346	147	10	-	-	SYM
easat-3346	147	11	8484	8484	NUM
easat-3346	147	12	vol	vol	NOUN
easat-3346	147	13	.	.	PROPN
easat-3346	147	14	8	8	NUM
easat-3346	147	15	,	,	PUNCT
easat-3346	147	16	no	no	INTJ
easat-3346	147	17	.	.	NOUN
easat-3346	148	1	6	6	NUM
easat-3346	148	2	:	:	SYM
easat-3346	148	3	6132	6132	NUM
easat-3346	148	4	-	-	SYM
easat-3346	148	5	6146	6146	NUM
easat-3346	148	6	,	,	PUNCT
easat-3346	148	7	2024	2024	NUM
easat-3346	148	8	doi	doi	NOUN
easat-3346	148	9	:	:	PUNCT
easat-3346	148	10	10.55214/25768484.v8i6.3346	10.55214/25768484.v8i6.3346	NUM
easat-3346	148	11	©	©	PROPN
easat-3346	148	12	2024	2024	NUM
easat-3346	148	13	by	by	ADP
easat-3346	148	14	the	the	DET
easat-3346	148	15	authors	author	NOUN
easat-3346	148	16	;	;	PUNCT
easat-3346	149	1	licensee	licensee	PROPN
easat-3346	149	2	learning	learn	VERB
easat-3346	149	3	gate	gate	NOUN
easat-3346	149	4	3.2.1	3.2.1	NUM
easat-3346	149	5	.	.	PUNCT
easat-3346	149	6	concatenating	concatenate	VERB
easat-3346	149	7	and	and	CCONJ
easat-3346	149	8	shuffling	shuffle	VERB
easat-3346	149	9	the	the	DET
easat-3346	149	10	dataset	dataset	NOUN
easat-3346	149	11	first	first	ADV
easat-3346	149	12	,	,	PUNCT
easat-3346	149	13	concatenate	concatenate	ADJ
easat-3346	149	14	true	true	ADJ
easat-3346	149	15	and	and	CCONJ
easat-3346	149	16	false	false	ADJ
easat-3346	149	17	data	datum	NOUN
easat-3346	149	18	.	.	PUNCT
easat-3346	150	1	the	the	DET
easat-3346	150	2	order	order	NOUN
easat-3346	150	3	in	in	ADP
easat-3346	150	4	which	which	PRON
easat-3346	150	5	the	the	DET
easat-3346	150	6	observations	observation	NOUN
easat-3346	150	7	are	be	AUX
easat-3346	150	8	fed	feed	VERB
easat-3346	150	9	into	into	ADP
easat-3346	150	10	the	the	DET
easat-3346	150	11	model	model	NOUN
easat-3346	150	12	influences	influence	VERB
easat-3346	150	13	internal	internal	ADJ
easat-3346	150	14	decisions	decision	NOUN
easat-3346	150	15	.	.	PUNCT
easat-3346	151	1	before	before	ADP
easat-3346	151	2	each	each	DET
easat-3346	151	3	training	training	NOUN
easat-3346	151	4	iteration	iteration	NOUN
easat-3346	151	5	,	,	PUNCT
easat-3346	151	6	the	the	DET
easat-3346	151	7	training	training	NOUN
easat-3346	151	8	data	datum	NOUN
easat-3346	151	9	should	should	AUX
easat-3346	151	10	be	be	AUX
easat-3346	151	11	shuffled	shuffle	VERB
easat-3346	151	12	at	at	ADP
easat-3346	151	13	random	random	ADJ
easat-3346	151	14	.	.	PUNCT
easat-3346	152	1	even	even	ADV
easat-3346	152	2	if	if	SCONJ
easat-3346	152	3	the	the	DET
easat-3346	152	4	algorithm	algorithm	NOUN
easat-3346	152	5	is	be	AUX
easat-3346	152	6	impenetrable	impenetrable	ADJ
easat-3346	152	7	.	.	PUNCT
easat-3346	153	1	it	it	PRON
easat-3346	153	2	is	be	AUX
easat-3346	153	3	regarded	regard	VERB
easat-3346	153	4	as	as	ADP
easat-3346	153	5	best	good	ADJ
easat-3346	153	6	practice	practice	NOUN
easat-3346	153	7	.	.	PUNCT
easat-3346	154	1	it	it	PRON
easat-3346	154	2	will	will	AUX
easat-3346	154	3	prevent	prevent	VERB
easat-3346	154	4	biases	bias	NOUN
easat-3346	154	5	.	.	PUNCT
easat-3346	155	1	figure	figure	VERB
easat-3346	155	2	4	4	NUM
easat-3346	155	3	.	.	PUNCT
easat-3346	155	4	concatenation	concatenation	NOUN
easat-3346	155	5	and	and	CCONJ
easat-3346	155	6	shuffling	shuffling	NOUN
easat-3346	155	7	of	of	ADP
easat-3346	155	8	data	datum	NOUN
easat-3346	155	9	.	.	PUNCT
easat-3346	156	1	3.2.2	3.2.2	X
easat-3346	156	2	.	.	X
easat-3346	156	3	removing	remove	VERB
easat-3346	156	4	unnecessary	unnecessary	ADJ
easat-3346	156	5	dataset	dataset	NOUN
easat-3346	156	6	some	some	PRON
easat-3346	156	7	of	of	ADP
easat-3346	156	8	the	the	DET
easat-3346	156	9	dataset	dataset	NOUN
easat-3346	156	10	's	's	PART
easat-3346	156	11	unnecessary	unnecessary	ADJ
easat-3346	156	12	columns	column	NOUN
easat-3346	156	13	,	,	PUNCT
easat-3346	156	14	such	such	ADJ
easat-3346	156	15	as	as	ADP
easat-3346	156	16	'	'	PUNCT
easat-3346	156	17	date	date	NOUN
easat-3346	156	18	'	'	PUNCT
easat-3346	156	19	and	and	CCONJ
easat-3346	156	20	'	'	PUNCT
easat-3346	156	21	label	label	NOUN
easat-3346	156	22	,	,	PUNCT
easat-3346	156	23	'	'	PUNCT
easat-3346	156	24	are	be	AUX
easat-3346	156	25	not	not	PART
easat-3346	156	26	used	use	VERB
easat-3346	156	27	during	during	ADP
easat-3346	156	28	modeling	modeling	NOUN
easat-3346	156	29	,	,	PUNCT
easat-3346	156	30	so	so	SCONJ
easat-3346	156	31	we	we	PRON
easat-3346	156	32	remove	remove	VERB
easat-3346	156	33	them	they	PRON
easat-3346	156	34	.	.	PUNCT
easat-3346	157	1	after	after	ADP
easat-3346	157	2	removing	remove	VERB
easat-3346	157	3	all	all	DET
easat-3346	157	4	unnecessary	unnecessary	ADJ
easat-3346	157	5	data	datum	NOUN
easat-3346	157	6	,	,	PUNCT
easat-3346	157	7	the	the	DET
easat-3346	157	8	dataset	dataset	NOUN
easat-3346	157	9	will	will	AUX
easat-3346	157	10	look	look	VERB
easat-3346	157	11	like	like	ADP
easat-3346	157	12	figure	figure	NOUN
easat-3346	157	13	5	5	NUM
easat-3346	157	14	.	.	PUNCT
easat-3346	157	15	figure	figure	NOUN
easat-3346	157	16	5	5	NUM
easat-3346	157	17	.	.	PUNCT
easat-3346	157	18	removing	remove	VERB
easat-3346	157	19	unnecessary	unnecessary	ADJ
easat-3346	157	20	data	datum	NOUN
easat-3346	157	21	.	.	PUNCT
easat-3346	158	1	3.2.3	3.2.3	X
easat-3346	158	2	.	.	X
easat-3346	158	3	removing	remove	VERB
easat-3346	158	4	punctuations	punctuation	NOUN
easat-3346	158	5	text	text	NOUN
easat-3346	158	6	cleaning	cleaning	NOUN
easat-3346	158	7	,	,	PUNCT
easat-3346	158	8	also	also	ADV
easat-3346	158	9	known	know	VERB
easat-3346	158	10	as	as	ADP
easat-3346	158	11	text	text	NOUN
easat-3346	158	12	pre	pre	ADJ
easat-3346	158	13	-	-	NOUN
easat-3346	158	14	processing	processing	ADJ
easat-3346	158	15	,	,	PUNCT
easat-3346	158	16	is	be	AUX
easat-3346	158	17	a	a	DET
easat-3346	158	18	vital	vital	ADJ
easat-3346	158	19	factor	factor	NOUN
easat-3346	158	20	when	when	SCONJ
easat-3346	158	21	working	work	VERB
easat-3346	158	22	with	with	ADP
easat-3346	158	23	text	text	NOUN
easat-3346	158	24	.	.	PUNCT
easat-3346	159	1	realworld	realworld	PROPN
easat-3346	159	2	human	human	ADJ
easat-3346	159	3	-	-	PUNCT
easat-3346	159	4	writable	writable	ADJ
easat-3346	159	5	text	text	NOUN
easat-3346	159	6	data	datum	NOUN
easat-3346	159	7	contains	contain	VERB
easat-3346	159	8	a	a	DET
easat-3346	159	9	wide	wide	ADJ
easat-3346	159	10	range	range	NOUN
easat-3346	159	11	of	of	ADP
easat-3346	159	12	misspelled	misspelled	ADJ
easat-3346	159	13	words	word	NOUN
easat-3346	159	14	,	,	PUNCT
easat-3346	159	15	short	short	ADJ
easat-3346	159	16	words	word	NOUN
easat-3346	159	17	,	,	PUNCT
easat-3346	159	18	special	special	ADJ
easat-3346	159	19	symbols	symbol	NOUN
easat-3346	159	20	(	(	PUNCT
easat-3346	159	21	!	!	PUNCT
easat-3346	159	22	"	"	PUNCT
easat-3346	159	23	#	#	SYM
easat-3346	159	24	$	$	SYM
easat-3346	159	25	%	%	NOUN
easat-3346	159	26	&	&	CCONJ
easat-3346	159	27	'	'	PUNCT
easat-3346	159	28	(	(	PUNCT
easat-3346	159	29	)	)	PUNCT
easat-3346	160	1	*	*	PUNCT
easat-3346	160	2	+	+	ADJ
easat-3346	160	3	,	,	PUNCT
easat-3346	160	4	-	-	PUNCT
easat-3346	160	5	.	.	PUNCT
easat-3346	160	6	/	/	PUNCT
easat-3346	160	7	:	:	PUNCT
easat-3346	161	1	<	<	X
easat-3346	161	2	=	=	X
easat-3346	161	3	>	>	X
easat-3346	161	4	?	?	PUNCT
easat-3346	161	5	@	@	PUNCT
easat-3346	162	1	[	[	X
easat-3346	162	2	\	\	X
easat-3346	162	3	]	]	PUNCT
easat-3346	162	4	^	^	NOUN
easat-3346	162	5	_	_	PUNCT
easat-3346	162	6	`	`	PUNCT
easat-3346	162	7	{	{	PUNCT
easat-3346	162	8	|	|	ADV
easat-3346	162	9	}	}	PUNCT
easat-3346	162	10	~।ঃ	~।ঃ	NUM
easat-3346	162	11	)	)	PUNCT
easat-3346	162	12	,	,	PUNCT
easat-3346	162	13	emojis	emoji	NOUN
easat-3346	162	14	,	,	PUNCT
easat-3346	162	15	and	and	CCONJ
easat-3346	162	16	other	other	ADJ
easat-3346	162	17	noise	noise	NOUN
easat-3346	162	18	text	text	NOUN
easat-3346	162	19	.	.	PUNCT
easat-3346	163	1	before	before	ADP
easat-3346	163	2	feeding	feed	VERB
easat-3346	163	3	this	this	DET
easat-3346	163	4	type	type	NOUN
easat-3346	163	5	of	of	ADP
easat-3346	163	6	noisy	noisy	ADJ
easat-3346	163	7	text	text	NOUN
easat-3346	163	8	data	datum	NOUN
easat-3346	163	9	to	to	ADP
easat-3346	163	10	the	the	DET
easat-3346	163	11	machine	machine	NOUN
easat-3346	163	12	learning	learning	NOUN
easat-3346	163	13	model	model	NOUN
easat-3346	163	14	,	,	PUNCT
easat-3346	163	15	it	it	PRON
easat-3346	163	16	is	be	AUX
easat-3346	163	17	needed	need	VERB
easat-3346	163	18	to	to	PART
easat-3346	163	19	clean	clean	VERB
easat-3346	163	20	it	it	PRON
easat-3346	163	21	.	.	PUNCT
easat-3346	164	1	various	various	ADJ
easat-3346	164	2	methods	method	NOUN
easat-3346	164	3	must	must	AUX
easat-3346	164	4	be	be	AUX
easat-3346	164	5	used	use	VERB
easat-3346	164	6	to	to	PART
easat-3346	164	7	clean	clean	VERB
easat-3346	164	8	the	the	DET
easat-3346	164	9	data	datum	NOUN
easat-3346	164	10	.	.	PUNCT
easat-3346	165	1	this	this	DET
easat-3346	165	2	tutorial	tutorial	NOUN
easat-3346	165	3	will	will	AUX
easat-3346	165	4	show	show	VERB
easat-3346	165	5	you	you	PRON
easat-3346	165	6	how	how	SCONJ
easat-3346	165	7	to	to	PART
easat-3346	165	8	deal	deal	VERB
easat-3346	165	9	with	with	ADP
easat-3346	165	10	a	a	DET
easat-3346	165	11	special	special	ADJ
easat-3346	165	12	symbol	symbol	NOUN
easat-3346	165	13	or	or	CCONJ
easat-3346	165	14	punctuation	punctuation	NOUN
easat-3346	165	15	mark	mark	NOUN
easat-3346	165	16	in	in	ADP
easat-3346	165	17	text	text	NOUN
easat-3346	165	18	data	datum	NOUN
easat-3346	165	19	.	.	PUNCT
easat-3346	166	1	if	if	SCONJ
easat-3346	166	2	your	your	PRON
easat-3346	166	3	word	word	NOUN
easat-3346	166	4	embedding	embed	VERB
easat-3346	166	5	model	model	NOUN
easat-3346	166	6	does	do	AUX
easat-3346	166	7	not	not	PART
easat-3346	166	8	support	support	VERB
easat-3346	166	9	punctuation	punctuation	NOUN
easat-3346	166	10	,	,	PUNCT
easat-3346	166	11	it	it	PRON
easat-3346	166	12	is	be	AUX
easat-3346	166	13	perfectly	perfectly	ADV
easat-3346	166	14	fine	fine	ADJ
easat-3346	166	15	to	to	PART
easat-3346	166	16	remove	remove	VERB
easat-3346	166	17	it	it	PRON
easat-3346	166	18	from	from	ADP
easat-3346	166	19	the	the	DET
easat-3346	166	20	text	text	NOUN
easat-3346	166	21	.	.	PUNCT
easat-3346	167	1	from	from	ADP
easat-3346	167	2	related	related	ADJ
easat-3346	167	3	work	work	NOUN
easat-3346	167	4	,	,	PUNCT
easat-3346	167	5	such	such	ADJ
easat-3346	167	6	as	as	ADP
easat-3346	167	7	plagiarism	plagiarism	NOUN
easat-3346	167	8	detection	detection	NOUN
easat-3346	167	9	or	or	CCONJ
easat-3346	167	10	author	author	NOUN
easat-3346	167	11	recognition	recognition	NOUN
easat-3346	167	12	,	,	PUNCT
easat-3346	167	13	it	it	PRON
easat-3346	167	14	is	be	AUX
easat-3346	167	15	necessary	necessary	ADJ
easat-3346	167	16	to	to	PART
easat-3346	167	17	remove	remove	VERB
easat-3346	167	18	punctuations	punctuation	NOUN
easat-3346	167	19	[	[	X
easat-3346	167	20	6	6	NUM
easat-3346	167	21	]	]	PUNCT
easat-3346	167	22	.	.	PUNCT
easat-3346	168	1	the	the	DET
easat-3346	168	2	diagram	diagram	NOUN
easat-3346	168	3	below	below	ADV
easat-3346	168	4	depicts	depict	VERB
easat-3346	168	5	the	the	DET
easat-3346	168	6	visualization	visualization	NOUN
easat-3346	168	7	of	of	ADP
easat-3346	168	8	a	a	DET
easat-3346	168	9	dataset	dataset	NOUN
easat-3346	168	10	after	after	SCONJ
easat-3346	168	11	punctuation	punctuation	NOUN
easat-3346	168	12	has	have	AUX
easat-3346	168	13	been	be	AUX
easat-3346	168	14	removed	remove	VERB
easat-3346	168	15	.	.	PUNCT
easat-3346	169	1	6137	6137	NUM
easat-3346	169	2	edelweiss	edelweiss	PROPN
easat-3346	169	3	applied	apply	VERB
easat-3346	169	4	science	science	NOUN
easat-3346	169	5	and	and	CCONJ
easat-3346	169	6	technology	technology	NOUN
easat-3346	169	7	issn	issn	PROPN
easat-3346	169	8	:	:	PUNCT
easat-3346	169	9	2576	2576	NUM
easat-3346	169	10	-	-	SYM
easat-3346	169	11	8484	8484	NUM
easat-3346	169	12	vol	vol	NOUN
easat-3346	169	13	.	.	PROPN
easat-3346	169	14	8	8	NUM
easat-3346	169	15	,	,	PUNCT
easat-3346	169	16	no	no	INTJ
easat-3346	169	17	.	.	NOUN
easat-3346	169	18	6	6	NUM
easat-3346	169	19	:	:	SYM
easat-3346	169	20	6132	6132	NUM
easat-3346	169	21	-	-	SYM
easat-3346	169	22	6146	6146	NUM
easat-3346	169	23	,	,	PUNCT
easat-3346	169	24	2024	2024	NUM
easat-3346	169	25	doi	doi	NOUN
easat-3346	169	26	:	:	PUNCT
easat-3346	169	27	10.55214/25768484.v8i6.3346	10.55214/25768484.v8i6.3346	NUM
easat-3346	169	28	©	©	PROPN
easat-3346	169	29	2024	2024	NUM
easat-3346	169	30	by	by	ADP
easat-3346	169	31	the	the	DET
easat-3346	169	32	authors	author	NOUN
easat-3346	169	33	;	;	PUNCT
easat-3346	169	34	licensee	licensee	PROPN
easat-3346	169	35	learning	learn	VERB
easat-3346	169	36	gate	gate	PROPN
easat-3346	169	37	figure	figure	NOUN
easat-3346	169	38	6	6	NUM
easat-3346	169	39	.	.	PUNCT
easat-3346	170	1	after	after	ADP
easat-3346	170	2	removing	remove	VERB
easat-3346	170	3	unnecessary	unnecessary	ADJ
easat-3346	170	4	data	datum	NOUN
easat-3346	170	5	.	.	PUNCT
easat-3346	171	1	3.2.4	3.2.4	X
easat-3346	171	2	.	.	X
easat-3346	171	3	removing	remove	VERB
easat-3346	171	4	stop	stop	NOUN
easat-3346	171	5	words	word	NOUN
easat-3346	171	6	stop	stop	VERB
easat-3346	171	7	words	word	NOUN
easat-3346	171	8	are	be	AUX
easat-3346	171	9	infinitesimal	infinitesimal	ADJ
easat-3346	171	10	words	word	NOUN
easat-3346	171	11	in	in	ADP
easat-3346	171	12	a	a	DET
easat-3346	171	13	language	language	NOUN
easat-3346	171	14	that	that	PRON
easat-3346	171	15	can	can	AUX
easat-3346	171	16	be	be	AUX
easat-3346	171	17	used	use	VERB
easat-3346	171	18	to	to	PART
easat-3346	171	19	categorize	categorize	VERB
easat-3346	171	20	text	text	NOUN
easat-3346	171	21	features	feature	NOUN
easat-3346	171	22	.	.	PUNCT
easat-3346	172	1	they	they	PRON
easat-3346	172	2	are	be	AUX
easat-3346	172	3	mainly	mainly	ADV
easat-3346	172	4	responsible	responsible	ADJ
easat-3346	172	5	for	for	ADP
easat-3346	172	6	creating	create	VERB
easat-3346	172	7	noise	noise	NOUN
easat-3346	172	8	in	in	ADP
easat-3346	172	9	text	text	NOUN
easat-3346	172	10	data	datum	NOUN
easat-3346	172	11	.	.	PUNCT
easat-3346	173	1	all	all	DET
easat-3346	173	2	those	those	PRON
easat-3346	173	3	are	be	AUX
easat-3346	173	4	words	word	NOUN
easat-3346	173	5	that	that	PRON
easat-3346	173	6	are	be	AUX
easat-3346	173	7	recurrently	recurrently	ADV
easat-3346	173	8	used	use	VERB
easat-3346	173	9	in	in	ADP
easat-3346	173	10	text	text	NOUN
easat-3346	173	11	to	to	PART
easat-3346	173	12	help	help	VERB
easat-3346	173	13	connect	connect	VERB
easat-3346	173	14	ideas	idea	NOUN
easat-3346	173	15	or	or	CCONJ
easat-3346	173	16	sentences	sentence	NOUN
easat-3346	173	17	pattern	pattern	NOUN
easat-3346	173	18	[	[	X
easat-3346	173	19	8	8	NUM
easat-3346	173	20	]	]	PUNCT
easat-3346	173	21	.	.	PUNCT
easat-3346	174	1	it	it	PRON
easat-3346	174	2	accomplishes	accomplish	VERB
easat-3346	174	3	having	have	VERB
easat-3346	174	4	a	a	DET
easat-3346	174	5	similar	similar	ADJ
easat-3346	174	6	purpose	purpose	NOUN
easat-3346	174	7	as	as	ADP
easat-3346	174	8	tokenization	tokenization	NOUN
easat-3346	174	9	,	,	PUNCT
easat-3346	174	10	as	as	SCONJ
easat-3346	174	11	it	it	PRON
easat-3346	174	12	transmits	transmit	VERB
easat-3346	174	13	text	text	NOUN
easat-3346	174	14	data	datum	NOUN
easat-3346	174	15	into	into	ADP
easat-3346	174	16	a	a	DET
easat-3346	174	17	more	more	ADV
easat-3346	174	18	processable	processable	ADJ
easat-3346	174	19	format	format	NOUN
easat-3346	174	20	.	.	PUNCT
easat-3346	175	1	as	as	ADP
easat-3346	175	2	a	a	DET
easat-3346	175	3	result	result	NOUN
easat-3346	175	4	,	,	PUNCT
easat-3346	175	5	once	once	SCONJ
easat-3346	175	6	we	we	PRON
easat-3346	175	7	examine	examine	VERB
easat-3346	175	8	our	our	PRON
easat-3346	175	9	data	datum	NOUN
easat-3346	175	10	,	,	PUNCT
easat-3346	175	11	we	we	PRON
easat-3346	175	12	will	will	AUX
easat-3346	175	13	:	:	PUNCT
easat-3346	175	14	be	be	AUX
easat-3346	175	15	able	able	ADJ
easat-3346	175	16	to	to	PART
easat-3346	175	17	clear	clear	VERB
easat-3346	175	18	out	out	ADP
easat-3346	175	19	the	the	DET
easat-3346	175	20	noise	noise	NOUN
easat-3346	175	21	and	and	CCONJ
easat-3346	175	22	emphasize	emphasize	VERB
easat-3346	175	23	the	the	DET
easat-3346	175	24	words	word	NOUN
easat-3346	175	25	.	.	PUNCT
easat-3346	176	1	however	however	ADV
easat-3346	176	2	,	,	PUNCT
easat-3346	176	3	before	before	ADP
easat-3346	176	4	delving	delve	VERB
easat-3346	176	5	into	into	ADP
easat-3346	176	6	the	the	DET
easat-3346	176	7	data	datum	NOUN
easat-3346	176	8	,	,	PUNCT
easat-3346	176	9	stop	stop	VERB
easat-3346	176	10	words	word	NOUN
easat-3346	176	11	are	be	AUX
easat-3346	176	12	easily	easily	ADV
easat-3346	176	13	eliminated	eliminate	VERB
easat-3346	176	14	by	by	ADP
easat-3346	176	15	removing	remove	VERB
easat-3346	176	16	words	word	NOUN
easat-3346	176	17	from	from	ADP
easat-3346	176	18	a	a	DET
easat-3346	176	19	pre	pre	ADJ
easat-3346	176	20	-	-	ADJ
easat-3346	176	21	defined	define	VERB
easat-3346	176	22	list	list	NOUN
easat-3346	176	23	.	.	PUNCT
easat-3346	177	1	it	it	PRON
easat-3346	177	2	's	be	AUX
easat-3346	177	3	worth	worth	ADJ
easat-3346	177	4	noting	note	VERB
easat-3346	177	5	that	that	SCONJ
easat-3346	177	6	there	there	PRON
easat-3346	177	7	's	be	VERB
easat-3346	177	8	no	no	DET
easat-3346	177	9	such	such	ADJ
easat-3346	177	10	thing	thing	NOUN
easat-3346	177	11	as	as	ADP
easat-3346	177	12	a	a	DET
easat-3346	177	13	universal	universal	ADJ
easat-3346	177	14	list	list	NOUN
easat-3346	177	15	of	of	ADP
easat-3346	177	16	stop	stop	VERB
easat-3346	177	17	words	word	NOUN
easat-3346	177	18	.	.	PUNCT
easat-3346	178	1	stop	stop	VERB
easat-3346	178	2	words	word	NOUN
easat-3346	178	3	removal	removal	NOUN
easat-3346	178	4	in	in	ADP
easat-3346	178	5	this	this	DET
easat-3346	178	6	case	case	NOUN
easat-3346	178	7	deducts	deduct	VERB
easat-3346	178	8	the	the	DET
easat-3346	178	9	common	common	ADJ
easat-3346	178	10	bangladeshi	bangladeshi	ADJ
easat-3346	178	11	language	language	NOUN
easat-3346	178	12	prepositions	preposition	NOUN
easat-3346	178	13	such	such	ADJ
easat-3346	178	14	as	as	ADP
easat-3346	178	15	'	'	PUNCT
easat-3346	178	16	অতএব	অতএব	NOUN
easat-3346	178	17	'	'	PUNCT
easat-3346	178	18	,	,	PUNCT
easat-3346	178	19	'	'	PUNCT
easat-3346	178	20	অথচ	অথচ	PROPN
easat-3346	178	21	'	'	PUNCT
easat-3346	178	22	,	,	PUNCT
easat-3346	178	23	'	'	PUNCT
easat-3346	178	24	অথবা	অথবা	PROPN
easat-3346	178	25	'	'	NUM
easat-3346	178	26	,	,	PUNCT
easat-3346	178	27	'	'	PUNCT
easat-3346	178	28	অনুযায়ী	অনুযায়ী	NUM
easat-3346	178	29	'	'	PUNCT
easat-3346	178	30	,	,	PUNCT
easat-3346	178	31	'	'	PUNCT
easat-3346	178	32	অননক	অননক	NOUN
easat-3346	178	33	'	'	PUNCT
easat-3346	178	34	,	,	PUNCT
easat-3346	178	35	'	'	PUNCT
easat-3346	178	36	অনননক	অনননক	NOUN
easat-3346	178	37	'	'	PUNCT
easat-3346	178	38	,	,	PUNCT
easat-3346	178	39	'	'	PUNCT
easat-3346	178	40	অনননকই	অনননকই	VERB
easat-3346	178	41	'	'	PUNCT
easat-3346	178	42	,	,	PUNCT
easat-3346	178	43	'	'	PUNCT
easat-3346	178	44	অন্তত	অন্তত	NOUN
easat-3346	178	45	'	'	PUNCT
easat-3346	178	46	,	,	PUNCT
easat-3346	178	47	'	'	PUNCT
easat-3346	178	48	অনয	অনয	VERB
easat-3346	178	49	'	'	PUNCT
easat-3346	178	50	,	,	PUNCT
easat-3346	178	51	'	'	PUNCT
easat-3346	178	52	অবধি	অবধি	NOUN
easat-3346	178	53	'	'	PUNCT
easat-3346	178	54	,	,	PUNCT
easat-3346	178	55	'	'	PUNCT
easat-3346	178	56	অবশ্য	অবশ্য	PROPN
easat-3346	178	57	'	'	PUNCT
easat-3346	178	58	,	,	PUNCT
easat-3346	178	59	'	'	PUNCT
easat-3346	178	60	অথথাত	অথথাত	NOUN
easat-3346	178	61	'	'	PUNCT
easat-3346	178	62	,	,	PUNCT
easat-3346	178	63	'	'	PUNCT
easat-3346	178	64	আই	আই	NOUN
easat-3346	178	65	'	'	PUNCT
easat-3346	178	66	,	,	PUNCT
easat-3346	178	67	'	'	PUNCT
easat-3346	178	68	আগাম়ী	আগাম়ী	NOUN
easat-3346	178	69	'	'	PUNCT
easat-3346	178	70	,	,	PUNCT
easat-3346	178	71	'	'	PUNCT
easat-3346	178	72	আনগ	আনগ	NOUN
easat-3346	178	73	'	'	PUNCT
easat-3346	178	74	,	,	PUNCT
easat-3346	178	75	'	'	PUNCT
easat-3346	178	76	আনগই	আনগই	ADJ
easat-3346	178	77	'	'	PUNCT
easat-3346	178	78	,	,	PUNCT
easat-3346	178	79	'	'	PUNCT
easat-3346	178	80	আনে	আনে	PROPN
easat-3346	178	81	'	'	PUNCT
easat-3346	178	82	,	,	PUNCT
easat-3346	178	83	'	'	PUNCT
easat-3346	178	84	আজ	আজ	NOUN
easat-3346	178	85	'	'	PUNCT
easat-3346	178	86	,	,	PUNCT
easat-3346	178	87	'	'	PUNCT
easat-3346	178	88	আদ্যভানগ	আদ্যভানগ	NOUN
easat-3346	178	89	'	'	PUNCT
easat-3346	178	90	,	,	PUNCT
easat-3346	178	91	'	'	PUNCT
easat-3346	178	92	আপনার	আপনার	X
easat-3346	178	93	'	'	PROPN
easat-3346	178	94	,	,	PUNCT
easat-3346	178	95	'	'	PUNCT
easat-3346	178	96	আপধন	আপধন	ADJ
easat-3346	178	97	'	'	PUNCT
easat-3346	178	98	,	,	PUNCT
easat-3346	178	99	'	'	PUNCT
easat-3346	178	100	আবার	আবার	NOUN
easat-3346	178	101	'	'	PUNCT
easat-3346	178	102	,	,	PUNCT
easat-3346	178	103	'	'	PUNCT
easat-3346	178	104	আমরা	আমরা	PROPN
easat-3346	178	105	'	'	PUNCT
easat-3346	178	106	,	,	PUNCT
easat-3346	178	107	'	'	PUNCT
easat-3346	178	108	আমানক	আমানক	NOUN
easat-3346	178	109	'	'	NUM
easat-3346	178	110	,	,	PUNCT
easat-3346	178	111	'	'	PUNCT
easat-3346	178	112	আমানদ্র	আমানদ্র	NOUN
easat-3346	178	113	'	'	PUNCT
easat-3346	178	114	,	,	PUNCT
easat-3346	178	115	'	'	PUNCT
easat-3346	178	116	আমার	আমার	NOUN
easat-3346	178	117	'	'	PUNCT
easat-3346	178	118	,	,	PUNCT
easat-3346	178	119	'	'	PUNCT
easat-3346	178	120	আধম	আধম	NOUN
easat-3346	178	121	'	'	PUNCT
easat-3346	178	122	,	,	PUNCT
easat-3346	178	123	'	'	PUNCT
easat-3346	178	124	আর	আর	NOUN
easat-3346	178	125	'	'	NUM
easat-3346	178	126	,	,	PUNCT
easat-3346	178	127	'	'	PUNCT
easat-3346	178	128	ততমন	ততমন	NOUN
easat-3346	178	129	'	'	PUNCT
easat-3346	178	130	,	,	PUNCT
easat-3346	178	131	'	'	PUNCT
easat-3346	178	132	ততা	ততা	PROPN
easat-3346	178	133	'	'	PUNCT
easat-3346	178	134	,	,	PUNCT
easat-3346	178	135	'	'	PUNCT
easat-3346	178	136	ততামার	ততামার	NOUN
easat-3346	178	137	'	'	PUNCT
easat-3346	178	138	,	,	PUNCT
easat-3346	178	139	'	'	PUNCT
easat-3346	178	140	থাকনব	থাকনব	NOUN
easat-3346	178	141	'	'	PUNCT
easat-3346	178	142	,	,	PUNCT
easat-3346	178	143	'	'	PUNCT
easat-3346	178	144	থাকনবন	থাকনবন	CCONJ
easat-3346	178	145	'	'	PUNCT
easat-3346	178	146	,	,	PUNCT
easat-3346	178	147	'	'	PUNCT
easat-3346	178	148	থাকা	থাকা	ADP
easat-3346	178	149	'	'	PUNCT
easat-3346	178	150	,	,	PUNCT
easat-3346	178	151	'	'	PUNCT
easat-3346	178	152	থাকায	থাকায	SYM
easat-3346	178	153	'	'	PUNCT
easat-3346	178	154	,	,	PUNCT
easat-3346	178	155	'	'	PUNCT
easat-3346	178	156	থানক	থানক	NOUN
easat-3346	178	157	'	'	PUNCT
easat-3346	178	158	,	,	PUNCT
easat-3346	178	159	'	'	PUNCT
easat-3346	178	160	থানকন	থানকন	PRON
easat-3346	178	161	'	'	PUNCT
easat-3346	178	162	,	,	PUNCT
easat-3346	178	163	'	'	PUNCT
easat-3346	178	164	তথনক	তথনক	NOUN
easat-3346	178	165	'	'	PUNCT
easat-3346	178	166	,	,	PUNCT
easat-3346	178	167	'	'	PUNCT
easat-3346	178	168	তথনকই	তথনকই	NOUN
easat-3346	178	169	'	'	PUNCT
easat-3346	178	170	,	,	PUNCT
easat-3346	178	171	'	'	PUNCT
easat-3346	178	172	তথনকও	তথনকও	VERB
easat-3346	178	173	'	'	PUNCT
easat-3346	178	174	,	,	PUNCT
easat-3346	178	175	'	'	PUNCT
easat-3346	178	176	ধদ্নক	ধদ্নক	NOUN
easat-3346	178	177	'	'	PUNCT
easat-3346	178	178	,	,	PUNCT
easat-3346	178	179	'	'	PUNCT
easat-3346	178	180	ধদ্নত	ধদ্নত	NOUN
easat-3346	178	181	'	'	NUM
easat-3346	178	182	,	,	PUNCT
easat-3346	178	183	'	'	PUNCT
easat-3346	178	184	ধদ্ন	ধদ্ন	NOUN
easat-3346	178	185	'	'	PUNCT
easat-3346	178	186	,	,	PUNCT
easat-3346	178	187	'	'	PUNCT
easat-3346	178	188	ধদ্নয	ধদ্নয	NOUN
easat-3346	178	189	'	'	PUNCT
easat-3346	178	190	,	,	PUNCT
easat-3346	178	191	'	'	PUNCT
easat-3346	178	192	ধদ্নযনে	ধদ্নযনে	PROPN
easat-3346	178	193	'	'	PUNCT
easat-3346	178	194	,	,	PUNCT
easat-3346	178	195	'	'	PUNCT
easat-3346	178	196	ধদ্নযনেন	ধদ্নযনেন	PROPN
easat-3346	178	197	'	'	PUNCT
easat-3346	178	198	,	,	PUNCT
easat-3346	178	199	'	'	PUNCT
easat-3346	178	200	ধদ্নেন	ধদ্নেন	VERB
easat-3346	178	201	'	'	PUNCT
easat-3346	178	202	,	,	PUNCT
easat-3346	178	203	'	'	PUNCT
easat-3346	178	204	দু	দু	NOUN
easat-3346	178	205	'	'	PUNCT
easat-3346	178	206	,	,	PUNCT
easat-3346	178	207	'	'	PUNCT
easat-3346	178	208	দুই	দুই	NOUN
easat-3346	178	209	'	'	PUNCT
easat-3346	178	210	,	,	PUNCT
easat-3346	178	211	'	'	PUNCT
easat-3346	178	212	দুটি	দুটি	PROPN
easat-3346	178	213	'	'	PUNCT
easat-3346	178	214	,	,	PUNCT
easat-3346	178	215	'	'	PUNCT
easat-3346	178	216	দুন	দুন	NOUN
easat-3346	178	217	া	া	NOUN
easat-3346	178	218	'	'	NUM
easat-3346	178	219	,	,	PUNCT
easat-3346	178	220	'	'	PUNCT
easat-3346	178	221	তদ্ওযা	তদ্ওযা	ADJ
easat-3346	178	222	'	'	PUNCT
easat-3346	178	223	,	,	PUNCT
easat-3346	178	224	'	'	PUNCT
easat-3346	178	225	তদ্ওযার	তদ্ওযার	NOUN
easat-3346	178	226	'	'	NUM
easat-3346	178	227	,	,	PUNCT
easat-3346	178	228	'	'	PUNCT
easat-3346	178	229	তদ্ওযা	তদ্ওযা	ADJ
easat-3346	178	230	'	'	PUNCT
easat-3346	178	231	,	,	PUNCT
easat-3346	178	232	'	'	PUNCT
easat-3346	178	233	তদ্খনত	তদ্খনত	NOUN
easat-3346	178	234	'	'	PUNCT
easat-3346	178	235	,	,	PUNCT
easat-3346	178	236	'	'	PUNCT
easat-3346	178	237	তদ্খা	তদ্খা	PROPN
easat-3346	178	238	'	'	PUNCT
easat-3346	178	239	,	,	PUNCT
easat-3346	178	240	'	'	PUNCT
easat-3346	178	241	তদ্নখ	তদ্নখ	NOUN
easat-3346	178	242	'	'	PUNCT
easat-3346	178	243	,	,	PUNCT
easat-3346	178	244	'	'	PUNCT
easat-3346	178	245	তদ্ন	তদ্ন	NOUN
easat-3346	178	246	'	'	PUNCT
easat-3346	178	247	,	,	PUNCT
easat-3346	178	248	'	'	PUNCT
easat-3346	178	249	তদ্য	তদ্য	NOUN
easat-3346	178	250	'	'	PUNCT
easat-3346	178	251	,	,	PUNCT
easat-3346	178	252	'	'	PUNCT
easat-3346	178	253	দ্বারা	দ্বারা	NOUN
easat-3346	178	254	'	'	NUM
easat-3346	178	255	,	,	PUNCT
easat-3346	178	256	'	'	PUNCT
easat-3346	178	257	িরা	িরা	NOUN
easat-3346	178	258	'	'	PUNCT
easat-3346	178	259	,	,	PUNCT
easat-3346	178	260	'	'	PUNCT
easat-3346	178	261	িনর	িনর	NOUN
easat-3346	178	262	'	'	NUM
easat-3346	178	263	,	,	PUNCT
easat-3346	178	264	'	'	PUNCT
easat-3346	178	265	িামার	িামার	NOUN
easat-3346	178	266	'	'	NOUN
easat-3346	178	267	,	,	PUNCT
easat-3346	178	268	'	'	PUNCT
easat-3346	178	269	নতুন	নতুন	NOUN
easat-3346	178	270	'	'	PUNCT
easat-3346	178	271	,	,	PUNCT
easat-3346	178	272	'	'	PUNCT
easat-3346	178	273	নয	নয	NOUN
easat-3346	178	274	'	'	PUNCT
easat-3346	178	275	,	,	PUNCT
easat-3346	178	276	'	'	PUNCT
easat-3346	178	277	না	না	NOUN
easat-3346	178	278	'	'	PUNCT
easat-3346	178	279	,	,	PUNCT
easat-3346	178	280	'	'	PUNCT
easat-3346	178	281	নাই	নাই	NOUN
easat-3346	178	282	'	'	NOUN
easat-3346	178	283	,	,	PUNCT
easat-3346	178	284	'	'	PUNCT
easat-3346	178	285	নাধক	নাধক	NOUN
easat-3346	178	286	'	'	PUNCT
easat-3346	178	287	,	,	PUNCT
easat-3346	178	288	'	'	PUNCT
easat-3346	178	289	নাগাদ্	নাগাদ্	PROPN
easat-3346	178	290	'	'	NUM
easat-3346	178	291	,	,	PUNCT
easat-3346	178	292	'	'	PUNCT
easat-3346	178	293	নানা	নানা	NOUN
easat-3346	178	294	'	'	NUM
easat-3346	178	295	,	,	PUNCT
easat-3346	178	296	'	'	PUNCT
easat-3346	178	297	ধননজ	ধননজ	ADJ
easat-3346	178	298	'	'	PUNCT
easat-3346	178	299	,	,	PUNCT
easat-3346	178	300	'	'	PUNCT
easat-3346	178	301	ধননজই	ধননজই	ADJ
easat-3346	178	302	'	'	PUNCT
easat-3346	178	303	,	,	PUNCT
easat-3346	178	304	'	'	PUNCT
easat-3346	178	305	ধননজনদ্র	ধননজনদ্র	NUM
easat-3346	178	306	'	'	PUNCT
easat-3346	178	307	,	,	PUNCT
easat-3346	178	308	'	'	PUNCT
easat-3346	178	309	ধননজর	ধননজর	NOUN
easat-3346	178	310	'	'	PUNCT
easat-3346	178	311	,	,	PUNCT
easat-3346	178	312	'	'	PUNCT
easat-3346	178	313	ধননত	ধননত	NOUN
easat-3346	178	314	'	'	PUNCT
easat-3346	178	315	,	,	PUNCT
easat-3346	178	316	'	'	PUNCT
easat-3346	178	317	ধননয	ধননয	VERB
easat-3346	178	318	'	'	PUNCT
easat-3346	178	319	,	,	PUNCT
easat-3346	178	320	'	'	PUNCT
easat-3346	178	321	ধননয	ধননয	VERB
easat-3346	178	322	'	'	PUNCT
easat-3346	178	323	,	,	PUNCT
easat-3346	178	324	'	'	PUNCT
easat-3346	178	325	তনই	তনই	NOUN
easat-3346	178	326	'	'	PUNCT
easat-3346	178	327	,	,	PUNCT
easat-3346	178	328	'	'	PUNCT
easat-3346	178	329	তনওযা	তনওযা	ADJ
easat-3346	178	330	'	'	PUNCT
easat-3346	178	331	and	and	CCONJ
easat-3346	178	332	so	so	ADV
easat-3346	178	333	on	on	ADV
easat-3346	178	334	in	in	ADP
easat-3346	178	335	bangladeshi	bangladeshi	ADJ
easat-3346	178	336	language	language	NOUN
easat-3346	178	337	.	.	PUNCT
easat-3346	179	1	the	the	DET
easat-3346	179	2	stop	stop	VERB
easat-3346	179	3	words	word	NOUN
easat-3346	179	4	in	in	ADP
easat-3346	179	5	the	the	DET
easat-3346	179	6	text	text	NOUN
easat-3346	179	7	data	datum	NOUN
easat-3346	179	8	have	have	AUX
easat-3346	179	9	been	be	AUX
easat-3346	179	10	removed	remove	VERB
easat-3346	179	11	for	for	ADP
easat-3346	179	12	data	datum	NOUN
easat-3346	179	13	preprocessing	preprocessing	NOUN
easat-3346	179	14	,	,	PUNCT
easat-3346	179	15	and	and	CCONJ
easat-3346	179	16	the	the	DET
easat-3346	179	17	features	feature	NOUN
easat-3346	179	18	have	have	AUX
easat-3346	179	19	been	be	AUX
easat-3346	179	20	extracted	extract	VERB
easat-3346	179	21	successfully	successfully	ADV
easat-3346	179	22	[	[	X
easat-3346	179	23	5	5	NUM
easat-3346	179	24	]	]	PUNCT
easat-3346	179	25	.	.	PUNCT
easat-3346	180	1	the	the	DET
easat-3346	180	2	diagram	diagram	NOUN
easat-3346	180	3	below	below	ADV
easat-3346	180	4	depicts	depict	VERB
easat-3346	180	5	the	the	DET
easat-3346	180	6	visualization	visualization	NOUN
easat-3346	180	7	of	of	ADP
easat-3346	180	8	a	a	DET
easat-3346	180	9	dataset	dataset	NOUN
easat-3346	180	10	after	after	SCONJ
easat-3346	180	11	stop	stop	NOUN
easat-3346	180	12	words	word	NOUN
easat-3346	180	13	have	have	AUX
easat-3346	180	14	been	be	AUX
easat-3346	180	15	removed	remove	VERB
easat-3346	180	16	.	.	PUNCT
easat-3346	181	1	figure	figure	VERB
easat-3346	181	2	7	7	NUM
easat-3346	181	3	.	.	PUNCT
easat-3346	182	1	after	after	ADP
easat-3346	182	2	removing	remove	VERB
easat-3346	182	3	stop	stop	VERB
easat-3346	182	4	words	word	NOUN
easat-3346	182	5	.	.	PUNCT
easat-3346	183	1	6138	6138	NUM
easat-3346	183	2	edelweiss	edelweiss	PROPN
easat-3346	183	3	applied	apply	VERB
easat-3346	183	4	science	science	NOUN
easat-3346	183	5	and	and	CCONJ
easat-3346	183	6	technology	technology	NOUN
easat-3346	183	7	issn	issn	PROPN
easat-3346	183	8	:	:	PUNCT
easat-3346	183	9	2576	2576	NUM
easat-3346	183	10	-	-	SYM
easat-3346	183	11	8484	8484	NUM
easat-3346	183	12	vol	vol	NOUN
easat-3346	183	13	.	.	PROPN
easat-3346	183	14	8	8	NUM
easat-3346	183	15	,	,	PUNCT
easat-3346	183	16	no	no	INTJ
easat-3346	183	17	.	.	NOUN
easat-3346	183	18	6	6	NUM
easat-3346	183	19	:	:	SYM
easat-3346	183	20	6132	6132	NUM
easat-3346	183	21	-	-	SYM
easat-3346	183	22	6146	6146	NUM
easat-3346	183	23	,	,	PUNCT
easat-3346	183	24	2024	2024	NUM
easat-3346	183	25	doi	doi	NOUN
easat-3346	183	26	:	:	PUNCT
easat-3346	183	27	10.55214/25768484.v8i6.3346	10.55214/25768484.v8i6.3346	NUM
easat-3346	183	28	©	©	PROPN
easat-3346	183	29	2024	2024	NUM
easat-3346	183	30	by	by	ADP
easat-3346	183	31	the	the	DET
easat-3346	183	32	authors	author	NOUN
easat-3346	183	33	;	;	PUNCT
easat-3346	183	34	licensee	licensee	PROPN
easat-3346	183	35	learning	learn	VERB
easat-3346	183	36	gate	gate	NOUN
easat-3346	183	37	3.2.5	3.2.5	NUM
easat-3346	183	38	.	.	PUNCT
easat-3346	184	1	removing	remove	VERB
easat-3346	184	2	digits	digit	NOUN
easat-3346	184	3	removing	remove	VERB
easat-3346	184	4	numbers	number	NOUN
easat-3346	184	5	such	such	ADJ
easat-3346	184	6	as	as	ADP
easat-3346	184	7	"	"	PUNCT
easat-3346	184	8	০১২৩৪৫৬৭৮৯	০১২৩৪৫৬৭৮৯	NUM
easat-3346	184	9	"	"	PUNCT
easat-3346	184	10	from	from	ADP
easat-3346	184	11	the	the	DET
easat-3346	184	12	bangladeshi	bangladeshi	PROPN
easat-3346	184	13	dataset	dataset	NOUN
easat-3346	184	14	when	when	SCONJ
easat-3346	184	15	doing	do	VERB
easat-3346	184	16	text	text	NOUN
easat-3346	184	17	clustering	clustering	NOUN
easat-3346	184	18	or	or	CCONJ
easat-3346	184	19	getting	get	VERB
easat-3346	184	20	key	key	ADJ
easat-3346	184	21	phrases	phrase	NOUN
easat-3346	184	22	,	,	PUNCT
easat-3346	184	23	we	we	PRON
easat-3346	184	24	usually	usually	ADV
easat-3346	184	25	remove	remove	VERB
easat-3346	184	26	bangladeshi	bangladeshi	ADJ
easat-3346	184	27	numbers	number	NOUN
easat-3346	184	28	because	because	SCONJ
easat-3346	184	29	numbers	number	NOUN
easat-3346	184	30	do	do	AUX
easat-3346	184	31	n't	not	PART
easat-3346	184	32	give	give	VERB
easat-3346	184	33	much	much	ADJ
easat-3346	184	34	importance	importance	NOUN
easat-3346	184	35	to	to	ADP
easat-3346	184	36	getting	get	VERB
easat-3346	184	37	the	the	DET
easat-3346	184	38	main	main	ADJ
easat-3346	184	39	words	word	NOUN
easat-3346	184	40	.	.	PUNCT
easat-3346	185	1	diagram	diagram	NOUN
easat-3346	185	2	8	8	NUM
easat-3346	185	3	depicts	depict	VERB
easat-3346	185	4	the	the	DET
easat-3346	185	5	representation	representation	NOUN
easat-3346	185	6	of	of	ADP
easat-3346	185	7	a	a	DET
easat-3346	185	8	dataset	dataset	NOUN
easat-3346	185	9	that	that	PRON
easat-3346	185	10	has	have	AUX
easat-3346	185	11	had	have	VERB
easat-3346	185	12	all	all	DET
easat-3346	185	13	digits	digit	NOUN
easat-3346	185	14	removed	remove	VERB
easat-3346	185	15	.	.	PUNCT
easat-3346	186	1	figure	figure	NOUN
easat-3346	186	2	8	8	NUM
easat-3346	186	3	.	.	PUNCT
easat-3346	187	1	after	after	ADP
easat-3346	187	2	removing	remove	VERB
easat-3346	187	3	digits	digit	NOUN
easat-3346	187	4	.	.	PUNCT
easat-3346	188	1	3.2.6	3.2.6	X
easat-3346	188	2	.	.	PUNCT
easat-3346	188	3	tokenization	tokenization	NOUN
easat-3346	188	4	tokenization	tokenization	NOUN
easat-3346	188	5	is	be	AUX
easat-3346	188	6	divided	divide	VERB
easat-3346	188	7	into	into	ADP
easat-3346	188	8	words	word	NOUN
easat-3346	188	9	after	after	ADP
easat-3346	188	10	removing	remove	VERB
easat-3346	188	11	unnecessary	unnecessary	ADJ
easat-3346	188	12	data	datum	NOUN
easat-3346	188	13	using	use	VERB
easat-3346	188	14	the	the	DET
easat-3346	188	15	remaining	remain	VERB
easat-3346	188	16	sentences	sentence	NOUN
easat-3346	188	17	,	,	PUNCT
easat-3346	188	18	sack	sack	VERB
easat-3346	188	19	words	word	NOUN
easat-3346	188	20	that	that	PRON
easat-3346	188	21	we	we	PRON
easat-3346	188	22	use	use	VERB
easat-3346	188	23	daily	daily	ADV
easat-3346	188	24	[	[	X
easat-3346	188	25	7	7	NUM
easat-3346	188	26	]	]	PUNCT
easat-3346	188	27	.	.	PUNCT
easat-3346	189	1	it	it	PRON
easat-3346	189	2	divides	divide	VERB
easat-3346	189	3	a	a	DET
easat-3346	189	4	block	block	NOUN
easat-3346	189	5	of	of	ADP
easat-3346	189	6	text	text	NOUN
easat-3346	189	7	into	into	ADP
easat-3346	189	8	individual	individual	ADJ
easat-3346	189	9	words	word	NOUN
easat-3346	189	10	based	base	VERB
easat-3346	189	11	on	on	ADP
easat-3346	189	12	a	a	DET
easat-3346	189	13	delimiter	delimiter	NOUN
easat-3346	189	14	.	.	PUNCT
easat-3346	190	1	each	each	PRON
easat-3346	190	2	of	of	ADP
easat-3346	190	3	these	these	DET
easat-3346	190	4	smaller	small	ADJ
easat-3346	190	5	units	unit	NOUN
easat-3346	190	6	is	be	AUX
easat-3346	190	7	referred	refer	VERB
easat-3346	190	8	to	to	ADP
easat-3346	190	9	as	as	ADP
easat-3346	190	10	a	a	DET
easat-3346	190	11	token	token	NOUN
easat-3346	190	12	.	.	PUNCT
easat-3346	191	1	machine	machine	NOUN
easat-3346	191	2	learning	learn	VERB
easat-3346	191	3	algorithms	algorithm	NOUN
easat-3346	191	4	use	use	VERB
easat-3346	191	5	these	these	DET
easat-3346	191	6	discrete	discrete	ADJ
easat-3346	191	7	elements	element	NOUN
easat-3346	191	8	as	as	ADP
easat-3346	191	9	input	input	NOUN
easat-3346	191	10	.	.	PUNCT
easat-3346	192	1	tokenization	tokenization	NOUN
easat-3346	192	2	is	be	AUX
easat-3346	192	3	one	one	NUM
easat-3346	192	4	of	of	ADP
easat-3346	192	5	the	the	DET
easat-3346	192	6	most	most	ADV
easat-3346	192	7	common	common	ADJ
easat-3346	192	8	tasks	task	NOUN
easat-3346	192	9	when	when	SCONJ
easat-3346	192	10	working	work	VERB
easat-3346	192	11	with	with	ADP
easat-3346	192	12	text	text	NOUN
easat-3346	192	13	data	datum	NOUN
easat-3346	192	14	.	.	PUNCT
easat-3346	193	1	first	first	ADV
easat-3346	193	2	,	,	PUNCT
easat-3346	193	3	identify	identify	VERB
easat-3346	193	4	the	the	DET
easat-3346	193	5	words	word	NOUN
easat-3346	193	6	that	that	PRON
easat-3346	193	7	make	make	VERB
easat-3346	193	8	up	up	ADP
easat-3346	193	9	a	a	DET
easat-3346	193	10	string	string	NOUN
easat-3346	193	11	of	of	ADP
easat-3346	193	12	characters	character	NOUN
easat-3346	193	13	before	before	ADP
easat-3346	193	14	processing	process	VERB
easat-3346	193	15	a	a	DET
easat-3346	193	16	natural	natural	ADJ
easat-3346	193	17	language	language	NOUN
easat-3346	193	18	.	.	PUNCT
easat-3346	194	1	as	as	ADP
easat-3346	194	2	a	a	DET
easat-3346	194	3	result	result	NOUN
easat-3346	194	4	,	,	PUNCT
easat-3346	194	5	tokenization	tokenization	NOUN
easat-3346	194	6	is	be	AUX
easat-3346	194	7	the	the	DET
easat-3346	194	8	most	most	ADV
easat-3346	194	9	fundamental	fundamental	ADJ
easat-3346	194	10	step	step	NOUN
easat-3346	194	11	in	in	ADP
easat-3346	194	12	advance	advance	NOUN
easat-3346	194	13	.	.	PUNCT
easat-3346	195	1	this	this	PRON
easat-3346	195	2	is	be	AUX
easat-3346	195	3	significant	significant	ADJ
easat-3346	195	4	because	because	SCONJ
easat-3346	195	5	analyzing	analyze	VERB
easat-3346	195	6	the	the	DET
easat-3346	195	7	words	word	NOUN
easat-3346	195	8	in	in	ADP
easat-3346	195	9	the	the	DET
easat-3346	195	10	text	text	NOUN
easat-3346	195	11	allows	allow	VERB
easat-3346	195	12	the	the	DET
easat-3346	195	13	meaning	meaning	NOUN
easat-3346	195	14	of	of	SCONJ
easat-3346	195	15	the	the	DET
easat-3346	195	16	text	text	NOUN
easat-3346	195	17	to	to	PART
easat-3346	195	18	be	be	AUX
easat-3346	195	19	easily	easily	ADV
easat-3346	195	20	deduced	deduce	VERB
easat-3346	195	21	.	.	PUNCT
easat-3346	196	1	the	the	DET
easat-3346	196	2	dataset	dataset	NOUN
easat-3346	196	3	's	's	PART
easat-3346	196	4	output	output	NOUN
easat-3346	196	5	is	be	AUX
easat-3346	196	6	shown	show	VERB
easat-3346	196	7	below	below	ADV
easat-3346	196	8	.	.	PUNCT
easat-3346	197	1	figure	figure	NOUN
easat-3346	197	2	9	9	NUM
easat-3346	197	3	.	.	PUNCT
easat-3346	198	1	dataset	dataset	VERB
easat-3346	198	2	after	after	ADP
easat-3346	198	3	tokenizing	tokenize	VERB
easat-3346	198	4	.	.	PUNCT
easat-3346	199	1	4	4	X
easat-3346	199	2	.	.	X
easat-3346	199	3	feature	feature	NOUN
easat-3346	199	4	extraction	extraction	NOUN
easat-3346	199	5	the	the	DET
easat-3346	199	6	methodology	methodology	NOUN
easat-3346	199	7	below	below	ADV
easat-3346	199	8	can	can	AUX
easat-3346	199	9	be	be	AUX
easat-3346	199	10	needed	need	VERB
easat-3346	199	11	to	to	PART
easat-3346	199	12	facilitate	facilitate	VERB
easat-3346	199	13	machine	machine	NOUN
easat-3346	199	14	learning	learning	NOUN
easat-3346	199	15	methods	method	NOUN
easat-3346	199	16	in	in	ADP
easat-3346	199	17	the	the	DET
easat-3346	199	18	system	system	NOUN
easat-3346	199	19	of	of	ADP
easat-3346	199	20	innovation	innovation	NOUN
easat-3346	199	21	from	from	ADP
easat-3346	199	22	bangladeshi	bangladeshi	ADJ
easat-3346	199	23	message	message	NOUN
easat-3346	199	24	headlines	headline	NOUN
easat-3346	199	25	.	.	PUNCT
easat-3346	200	1	4.1	4.1	NUM
easat-3346	200	2	.	.	PUNCT
easat-3346	201	1	tf	tf	X
easat-3346	201	2	-	-	PUNCT
easat-3346	201	3	idf	idf	VERB
easat-3346	201	4	the	the	DET
easat-3346	201	5	term	term	NOUN
easat-3346	201	6	frequency	frequency	NOUN
easat-3346	201	7	-	-	PUNCT
easat-3346	201	8	inverse	inverse	NOUN
easat-3346	201	9	document	document	NOUN
easat-3346	201	10	frequency	frequency	NOUN
easat-3346	201	11	(	(	PUNCT
easat-3346	201	12	tf	tf	PROPN
easat-3346	201	13	-	-	PUNCT
easat-3346	201	14	idf	idf	NOUN
easat-3346	201	15	)	)	PUNCT
easat-3346	201	16	is	be	AUX
easat-3346	201	17	a	a	DET
easat-3346	201	18	statistical	statistical	ADJ
easat-3346	201	19	weighting	weighting	NOUN
easat-3346	201	20	performance	performance	NOUN
easat-3346	201	21	measurement	measurement	NOUN
easat-3346	201	22	that	that	PRON
easat-3346	201	23	is	be	AUX
easat-3346	201	24	widely	widely	ADV
easat-3346	201	25	used	use	VERB
easat-3346	201	26	in	in	ADP
easat-3346	201	27	information	information	NOUN
easat-3346	201	28	extraction	extraction	NOUN
easat-3346	201	29	in	in	ADP
easat-3346	201	30	natural	natural	ADJ
easat-3346	201	31	language	language	NOUN
easat-3346	201	32	processing	processing	NOUN
easat-3346	201	33	.	.	PUNCT
easat-3346	202	1	it	it	PRON
easat-3346	202	2	is	be	AUX
easat-3346	202	3	an	an	DET
easat-3346	202	4	analytical	analytical	ADJ
easat-3346	202	5	criterion	criterion	NOUN
easat-3346	202	6	that	that	PRON
easat-3346	202	7	has	have	AUX
easat-3346	202	8	been	be	AUX
easat-3346	202	9	used	use	VERB
easat-3346	202	10	to	to	PART
easat-3346	202	11	evaluate	evaluate	VERB
easat-3346	202	12	the	the	DET
easat-3346	202	13	period	period	NOUN
easat-3346	202	14	in	in	ADP
easat-3346	202	15	a	a	DET
easat-3346	202	16	dataset	dataset	NOUN
easat-3346	202	17	[	[	X
easat-3346	202	18	8	8	NUM
easat-3346	202	19	]	]	PUNCT
easat-3346	202	20	.	.	PUNCT
easat-3346	203	1	the	the	DET
easat-3346	203	2	emphasis	emphasis	NOUN
easat-3346	203	3	of	of	ADP
easat-3346	203	4	a	a	DET
easat-3346	203	5	term	term	NOUN
easat-3346	203	6	spreads	spread	VERB
easat-3346	203	7	in	in	ADP
easat-3346	203	8	percentage	percentage	NOUN
easat-3346	203	9	to	to	ADP
easat-3346	203	10	how	how	SCONJ
easat-3346	203	11	many	many	ADJ
easat-3346	203	12	times	time	NOUN
easat-3346	203	13	it	it	PRON
easat-3346	203	14	occurs	occur	VERB
easat-3346	203	15	in	in	ADP
easat-3346	203	16	the	the	DET
easat-3346	203	17	document	document	NOUN
easat-3346	203	18	.	.	PUNCT
easat-3346	204	1	this	this	PRON
easat-3346	204	2	is	be	AUX
easat-3346	204	3	compensated	compensate	VERB
easat-3346	204	4	by	by	ADP
easat-3346	204	5	occurrence	occurrence	NOUN
easat-3346	204	6	of	of	ADP
easat-3346	204	7	the	the	DET
easat-3346	204	8	words	word	NOUN
easat-3346	204	9	in	in	ADP
easat-3346	204	10	the	the	DET
easat-3346	204	11	dataset	dataset	NOUN
easat-3346	205	1	[	[	X
easat-3346	205	2	8][9	8][9	NOUN
easat-3346	205	3	]	]	X
easat-3346	205	4	.	.	PUNCT
easat-3346	206	1	term	term	NOUN
easat-3346	206	2	frequency	frequency	NOUN
easat-3346	206	3	(	(	PUNCT
easat-3346	206	4	tf	tf	X
easat-3346	206	5	)	)	PUNCT
easat-3346	206	6	describes	describe	VERB
easat-3346	206	7	the	the	DET
easat-3346	206	8	number	number	NOUN
easat-3346	206	9	of	of	ADP
easat-3346	206	10	words	word	NOUN
easat-3346	206	11	that	that	PRON
easat-3346	206	12	appear	appear	VERB
easat-3346	206	13	in	in	ADP
easat-3346	206	14	a	a	DET
easat-3346	206	15	document	document	NOUN
easat-3346	206	16	.	.	PUNCT
easat-3346	207	1	terms	term	NOUN
easat-3346	207	2	are	be	AUX
easat-3346	207	3	words	word	NOUN
easat-3346	207	4	or	or	CCONJ
easat-3346	207	5	phrases	phrase	NOUN
easat-3346	207	6	in	in	ADP
easat-3346	207	7	the	the	DET
easat-3346	207	8	context	context	NOUN
easat-3346	207	9	of	of	ADP
easat-3346	207	10	the	the	DET
easat-3346	207	11	natural	natural	ADJ
easat-3346	207	12	language	language	NOUN
easat-3346	207	13	.	.	PUNCT
easat-3346	208	1	some	some	DET
easat-3346	208	2	fields	field	NOUN
easat-3346	208	3	such	such	ADJ
easat-3346	208	4	as	as	ADP
easat-3346	208	5	text	text	NOUN
easat-3346	208	6	analytics	analytic	NOUN
easat-3346	208	7	,	,	PUNCT
easat-3346	208	8	deep	deep	ADJ
easat-3346	208	9	learning	learning	NOUN
easat-3346	208	10	,	,	PUNCT
easat-3346	208	11	and	and	CCONJ
easat-3346	208	12	data	datum	NOUN
easat-3346	208	13	capture	capture	NOUN
easat-3346	208	14	render	render	VERB
easat-3346	208	15	the	the	DET
easat-3346	208	16	use	use	NOUN
easat-3346	208	17	of	of	ADP
easat-3346	208	18	term	term	NOUN
easat-3346	208	19	frequency	frequency	NOUN
easat-3346	208	20	.	.	PUNCT
easat-3346	209	1	all	all	DET
easat-3346	209	2	terms	term	NOUN
easat-3346	209	3	are	be	AUX
easat-3346	209	4	considered	consider	VERB
easat-3346	209	5	equal	equal	ADJ
easat-3346	209	6	when	when	SCONJ
easat-3346	209	7	evaluating	evaluate	VERB
easat-3346	209	8	tf	tf	X
easat-3346	209	9	.	.	PUNCT
easat-3346	210	1	however	however	ADV
easat-3346	210	2	,	,	PUNCT
easat-3346	210	3	it	it	PRON
easat-3346	210	4	is	be	AUX
easat-3346	210	5	common	common	ADJ
easat-3346	210	6	knowledge	knowledge	NOUN
easat-3346	210	7	that	that	SCONJ
easat-3346	210	8	certain	certain	ADJ
easat-3346	210	9	words	word	NOUN
easat-3346	210	10	,	,	PUNCT
easat-3346	210	11	6139	6139	NUM
easat-3346	210	12	edelweiss	edelweiss	PROPN
easat-3346	210	13	applied	apply	VERB
easat-3346	210	14	science	science	NOUN
easat-3346	210	15	and	and	CCONJ
easat-3346	210	16	technology	technology	NOUN
easat-3346	210	17	issn	issn	PROPN
easat-3346	210	18	:	:	PUNCT
easat-3346	210	19	2576	2576	NUM
easat-3346	210	20	-	-	SYM
easat-3346	210	21	8484	8484	NUM
easat-3346	210	22	vol	vol	NOUN
easat-3346	210	23	.	.	PROPN
easat-3346	210	24	8	8	NUM
easat-3346	210	25	,	,	PUNCT
easat-3346	210	26	no	no	INTJ
easat-3346	210	27	.	.	NOUN
easat-3346	210	28	6	6	NUM
easat-3346	210	29	:	:	SYM
easat-3346	210	30	6132	6132	NUM
easat-3346	210	31	-	-	SYM
easat-3346	210	32	6146	6146	NUM
easat-3346	210	33	,	,	PUNCT
easat-3346	210	34	2024	2024	NUM
easat-3346	210	35	doi	doi	NOUN
easat-3346	210	36	:	:	PUNCT
easat-3346	210	37	10.55214/25768484.v8i6.3346	10.55214/25768484.v8i6.3346	NUM
easat-3346	210	38	©	©	PROPN
easat-3346	210	39	2024	2024	NUM
easat-3346	210	40	by	by	ADP
easat-3346	210	41	the	the	DET
easat-3346	210	42	authors	author	NOUN
easat-3346	210	43	;	;	PUNCT
easat-3346	210	44	licensee	licensee	PROPN
easat-3346	210	45	learning	learning	NOUN
easat-3346	210	46	gate	gate	NOUN
easat-3346	210	47	such	such	ADJ
easat-3346	210	48	as	as	ADP
easat-3346	210	49	'	'	PUNCT
easat-3346	210	50	তগাোম	তগাোম	NOUN
easat-3346	210	51	'	'	PUNCT
easat-3346	210	52	,	,	PUNCT
easat-3346	210	53	'	'	PUNCT
easat-3346	210	54	আজনমর	আজনমর	VERB
easat-3346	210	55	'	'	PUNCT
easat-3346	210	56	,	,	PUNCT
easat-3346	210	57	'	'	PUNCT
easat-3346	210	58	তনয	তনয	NOUN
easat-3346	210	59	'	'	PUNCT
easat-3346	210	60	,	,	PUNCT
easat-3346	210	61	'	'	PUNCT
easat-3346	210	62	সহনজ	সহনজ	VERB
easat-3346	210	63	'	'	PUNCT
easat-3346	210	64	,	,	PUNCT
easat-3346	210	65	'	'	PUNCT
easat-3346	210	66	হাে	হাে	NUM
easat-3346	210	67	'	'	NUM
easat-3346	210	68	,	,	PUNCT
easat-3346	210	69	'	'	PUNCT
easat-3346	210	70	োড়তাম	োড়তাম	NOUN
easat-3346	210	71	'	'	PUNCT
easat-3346	210	72	appear	appear	VERB
easat-3346	210	73	frequently	frequently	ADV
easat-3346	210	74	but	but	CCONJ
easat-3346	210	75	have	have	VERB
easat-3346	210	76	little	little	ADJ
easat-3346	210	77	meaning	meaning	NOUN
easat-3346	210	78	.	.	PUNCT
easat-3346	211	1	however	however	ADV
easat-3346	211	2	,	,	PUNCT
easat-3346	211	3	tfidf	tfidf	NOUN
easat-3346	211	4	is	be	AUX
easat-3346	211	5	a	a	DET
easat-3346	211	6	multiplication	multiplication	NOUN
easat-3346	211	7	of	of	ADP
easat-3346	211	8	tf	tf	NOUN
easat-3346	211	9	and	and	CCONJ
easat-3346	211	10	idf	idf	PROPN
easat-3346	211	11	.	.	PUNCT
easat-3346	212	1	tf	tf	ADJ
easat-3346	212	2	-	-	PUNCT
easat-3346	212	3	idf	idf	PROPN
easat-3346	212	4	score	score	NOUN
easat-3346	212	5	for	for	ADP
easat-3346	212	6	term	term	NOUN
easat-3346	212	7	i	i	PRON
easat-3346	212	8	in	in	ADP
easat-3346	212	9	document	document	NOUN
easat-3346	212	10	j	j	PROPN
easat-3346	213	1	=	=	NOUN
easat-3346	213	2	tf	tf	X
easat-3346	213	3	(	(	PUNCT
easat-3346	213	4	i	i	PROPN
easat-3346	213	5	,	,	PUNCT
easat-3346	213	6	j	j	PROPN
easat-3346	213	7	)	)	PUNCT
easat-3346	213	8	*	*	PUNCT
easat-3346	213	9	idf(i	idf(i	PROPN
easat-3346	213	10	)	)	PUNCT
easat-3346	213	11	4.2	4.2	NUM
easat-3346	213	12	.	.	PUNCT
easat-3346	214	1	count	count	PROPN
easat-3346	214	2	vectorize	vectorize	PROPN
easat-3346	214	3	the	the	DET
easat-3346	214	4	data	datum	NOUN
easat-3346	214	5	set	set	VERB
easat-3346	214	6	must	must	AUX
easat-3346	214	7	first	first	ADV
easat-3346	214	8	be	be	AUX
easat-3346	214	9	segmented	segment	VERB
easat-3346	214	10	to	to	PART
easat-3346	214	11	eliminate	eliminate	VERB
easat-3346	214	12	particular	particular	ADJ
easat-3346	214	13	words	word	NOUN
easat-3346	214	14	before	before	SCONJ
easat-3346	214	15	it	it	PRON
easat-3346	214	16	can	can	AUX
easat-3346	214	17	be	be	AUX
easat-3346	214	18	used	use	VERB
easat-3346	214	19	for	for	ADP
easat-3346	214	20	predictive	predictive	ADJ
easat-3346	214	21	analysis	analysis	NOUN
easat-3346	214	22	.	.	PUNCT
easat-3346	215	1	these	these	DET
easat-3346	215	2	words	word	NOUN
easat-3346	215	3	must	must	AUX
easat-3346	215	4	first	first	ADV
easat-3346	215	5	be	be	AUX
easat-3346	215	6	transmitted	transmit	VERB
easat-3346	215	7	as	as	ADP
easat-3346	215	8	integers	integer	NOUN
easat-3346	215	9	or	or	CCONJ
easat-3346	215	10	floating	float	VERB
easat-3346	215	11	-	-	PUNCT
easat-3346	215	12	point	point	NOUN
easat-3346	215	13	values	value	NOUN
easat-3346	215	14	before	before	SCONJ
easat-3346	215	15	they	they	PRON
easat-3346	215	16	could	could	AUX
easat-3346	215	17	be	be	AUX
easat-3346	215	18	used	use	VERB
easat-3346	215	19	as	as	ADP
easat-3346	215	20	input	input	NOUN
easat-3346	215	21	data	datum	NOUN
easat-3346	215	22	in	in	ADP
easat-3346	215	23	machine	machine	NOUN
easat-3346	215	24	learning	learning	NOUN
easat-3346	215	25	algorithms	algorithm	NOUN
easat-3346	215	26	.	.	PUNCT
easat-3346	216	1	this	this	DET
easat-3346	216	2	process	process	NOUN
easat-3346	216	3	is	be	AUX
easat-3346	216	4	referred	refer	VERB
easat-3346	216	5	to	to	ADP
easat-3346	216	6	as	as	ADP
easat-3346	216	7	vectorization	vectorization	NOUN
easat-3346	216	8	.	.	PUNCT
easat-3346	217	1	the	the	DET
easat-3346	217	2	data	datum	NOUN
easat-3346	217	3	set	set	VERB
easat-3346	217	4	must	must	AUX
easat-3346	217	5	first	first	ADV
easat-3346	217	6	be	be	AUX
easat-3346	217	7	segmented	segment	VERB
easat-3346	217	8	to	to	PART
easat-3346	217	9	eliminate	eliminate	VERB
easat-3346	217	10	particular	particular	ADJ
easat-3346	217	11	words	word	NOUN
easat-3346	217	12	before	before	SCONJ
easat-3346	217	13	it	it	PRON
easat-3346	217	14	can	can	AUX
easat-3346	217	15	be	be	AUX
easat-3346	217	16	used	use	VERB
easat-3346	217	17	for	for	ADP
easat-3346	217	18	predictive	predictive	ADJ
easat-3346	217	19	analysis	analysis	NOUN
easat-3346	217	20	.	.	PUNCT
easat-3346	218	1	these	these	DET
easat-3346	218	2	words	word	NOUN
easat-3346	218	3	must	must	AUX
easat-3346	218	4	first	first	ADV
easat-3346	218	5	be	be	AUX
easat-3346	218	6	transmitted	transmit	VERB
easat-3346	218	7	as	as	ADP
easat-3346	218	8	integers	integer	NOUN
easat-3346	218	9	or	or	CCONJ
easat-3346	218	10	floating	float	VERB
easat-3346	218	11	-	-	PUNCT
easat-3346	218	12	point	point	NOUN
easat-3346	218	13	values	value	NOUN
easat-3346	218	14	before	before	SCONJ
easat-3346	218	15	they	they	PRON
easat-3346	218	16	could	could	AUX
easat-3346	218	17	be	be	AUX
easat-3346	218	18	used	use	VERB
easat-3346	218	19	as	as	ADP
easat-3346	218	20	input	input	NOUN
easat-3346	218	21	data	datum	NOUN
easat-3346	218	22	in	in	ADP
easat-3346	218	23	machine	machine	NOUN
easat-3346	218	24	learning	learning	NOUN
easat-3346	218	25	algorithms	algorithm	NOUN
easat-3346	218	26	.	.	PUNCT
easat-3346	219	1	this	this	DET
easat-3346	219	2	process	process	NOUN
easat-3346	219	3	is	be	AUX
easat-3346	219	4	referred	refer	VERB
easat-3346	219	5	to	to	ADP
easat-3346	219	6	as	as	ADP
easat-3346	219	7	vectorization	vectorization	NOUN
easat-3346	219	8	.	.	PUNCT
easat-3346	220	1	the	the	DET
easat-3346	220	2	count	count	PROPN
easat-3346	220	3	vectorize	vectorize	PROPN
easat-3346	220	4	provides	provide	VERB
easat-3346	220	5	an	an	DET
easat-3346	220	6	easy	easy	ADJ
easat-3346	220	7	way	way	NOUN
easat-3346	220	8	to	to	PART
easat-3346	220	9	tokenize	tokenize	VERB
easat-3346	220	10	a	a	DET
easat-3346	220	11	variety	variety	NOUN
easat-3346	220	12	of	of	ADP
easat-3346	220	13	content	content	NOUN
easat-3346	220	14	archives	archive	NOUN
easat-3346	220	15	and	and	CCONJ
easat-3346	220	16	create	create	VERB
easat-3346	220	17	a	a	DET
easat-3346	220	18	jargon	jargon	NOUN
easat-3346	220	19	of	of	ADP
easat-3346	220	20	known	know	VERB
easat-3346	220	21	words	word	NOUN
easat-3346	220	22	,	,	PUNCT
easat-3346	220	23	as	as	ADV
easat-3346	220	24	well	well	ADV
easat-3346	220	25	as	as	ADP
easat-3346	220	26	encode	encode	ADJ
easat-3346	220	27	new	new	ADJ
easat-3346	220	28	reports	report	NOUN
easat-3346	220	29	[	[	X
easat-3346	220	30	19	19	NUM
easat-3346	220	31	]	]	PUNCT
easat-3346	220	32	.	.	PUNCT
easat-3346	221	1	the	the	DET
easat-3346	221	2	bangladeshi	bangladeshi	PROPN
easat-3346	221	3	stop	stop	VERB
easat-3346	221	4	words	word	NOUN
easat-3346	221	5	,	,	PUNCT
easat-3346	221	6	punctuation	punctuation	NOUN
easat-3346	221	7	,	,	PUNCT
easat-3346	221	8	and	and	CCONJ
easat-3346	221	9	digits	digit	NOUN
easat-3346	221	10	were	be	AUX
easat-3346	221	11	first	first	ADV
easat-3346	221	12	removed	remove	VERB
easat-3346	221	13	from	from	ADP
easat-3346	221	14	all	all	DET
easat-3346	221	15	the	the	DET
easat-3346	221	16	message	message	NOUN
easat-3346	221	17	headlines	headline	VERB
easat-3346	221	18	using	use	VERB
easat-3346	221	19	scikitlearn'scountvectorizer	scikitlearn'scountvectorizer	NOUN
easat-3346	221	20	,	,	PUNCT
easat-3346	221	21	and	and	CCONJ
easat-3346	221	22	then	then	ADV
easat-3346	221	23	they	they	PRON
easat-3346	221	24	were	be	AUX
easat-3346	221	25	tokenized	tokenize	VERB
easat-3346	221	26	using	use	VERB
easat-3346	221	27	spaces	space	NOUN
easat-3346	221	28	and	and	CCONJ
easat-3346	221	29	punctuation	punctuation	NOUN
easat-3346	221	30	marks	mark	NOUN
easat-3346	221	31	as	as	ADP
easat-3346	221	32	delimiters	delimiter	NOUN
easat-3346	221	33	.	.	PUNCT
easat-3346	222	1	after	after	ADP
easat-3346	222	2	tokenizing	tokenize	VERB
easat-3346	222	3	all	all	DET
easat-3346	222	4	the	the	DET
easat-3346	222	5	headlines	headline	NOUN
easat-3346	222	6	,	,	PUNCT
easat-3346	222	7	a	a	DET
easat-3346	222	8	sparse	sparse	ADJ
easat-3346	222	9	matrix	matrix	NOUN
easat-3346	222	10	with	with	ADP
easat-3346	222	11	all	all	DET
easat-3346	222	12	the	the	DET
easat-3346	222	13	message	message	NOUN
easat-3346	222	14	headlines	headline	VERB
easat-3346	222	15	as	as	ADP
easat-3346	222	16	rows	row	NOUN
easat-3346	222	17	and	and	CCONJ
easat-3346	222	18	the	the	DET
easat-3346	222	19	tokens	token	NOUN
easat-3346	222	20	as	as	SCONJ
easat-3346	222	21	columns	column	NOUN
easat-3346	222	22	was	be	AUX
easat-3346	222	23	restored	restore	VERB
easat-3346	222	24	.	.	PUNCT
easat-3346	223	1	the	the	DET
easat-3346	223	2	countvectorizer	countvectorizer	NOUN
easat-3346	223	3	not	not	PART
easat-3346	223	4	only	only	ADV
easat-3346	223	5	changes	change	VERB
easat-3346	223	6	the	the	DET
easat-3346	223	7	value	value	NOUN
easat-3346	223	8	of	of	ADP
easat-3346	223	9	a	a	DET
easat-3346	223	10	set	set	NOUN
easat-3346	223	11	of	of	ADP
easat-3346	223	12	text	text	NOUN
easat-3346	223	13	datasets	dataset	NOUN
easat-3346	223	14	and	and	CCONJ
easat-3346	223	15	also	also	ADV
easat-3346	223	16	generates	generate	VERB
easat-3346	223	17	a	a	DET
easat-3346	223	18	terminology	terminology	NOUN
easat-3346	223	19	of	of	ADP
easat-3346	223	20	recognized	recognize	VERB
easat-3346	223	21	distinct	distinct	ADJ
easat-3346	223	22	words	word	NOUN
easat-3346	223	23	,	,	PUNCT
easat-3346	223	24	but	but	CCONJ
easat-3346	223	25	it	it	PRON
easat-3346	223	26	also	also	ADV
easat-3346	223	27	converts	convert	VERB
easat-3346	223	28	legal	legal	ADJ
easat-3346	223	29	documents	document	NOUN
easat-3346	223	30	with	with	ADP
easat-3346	223	31	that	that	DET
easat-3346	223	32	terminology	terminology	NOUN
easat-3346	223	33	[	[	X
easat-3346	223	34	20	20	NUM
easat-3346	223	35	]	]	PUNCT
easat-3346	223	36	.	.	PUNCT
easat-3346	224	1	table	table	NOUN
easat-3346	224	2	1	1	NUM
easat-3346	224	3	.	.	PUNCT
easat-3346	225	1	count	count	NOUN
easat-3346	225	2	vectorize	vectorize	PROPN
easat-3346	225	3	for	for	ADP
easat-3346	225	4	data	datum	NOUN
easat-3346	225	5	.	.	PUNCT
easat-3346	226	1	তগাোম	তগাোম	PROPN
easat-3346	226	2	আজনমর	আজনমর	VERB
easat-3346	226	3	তনয	তনয	NOUN
easat-3346	226	4	সহনজ	সহনজ	NOUN
easat-3346	226	5	হাে	হাে	NUM
easat-3346	226	6	োড়তাম	োড়তাম	VERB
easat-3346	226	7	1	1	NUM
easat-3346	226	8	1	1	NUM
easat-3346	226	9	1	1	NUM
easat-3346	226	10	1	1	NUM
easat-3346	226	11	1	1	NUM
easat-3346	226	12	1	1	NUM
easat-3346	226	13	5	5	NUM
easat-3346	227	1	.	.	PUNCT
easat-3346	227	2	classifier	classifier	NOUN
easat-3346	227	3	5.1	5.1	NUM
easat-3346	227	4	.	.	PUNCT
easat-3346	228	1	extra	extra	ADJ
easat-3346	228	2	tree	tree	NOUN
easat-3346	228	3	classifier	classifier	NOUN
easat-3346	228	4	extra	extra	ADJ
easat-3346	228	5	trees	tree	NOUN
easat-3346	228	6	are	be	AUX
easat-3346	228	7	recognized	recognize	VERB
easat-3346	228	8	as	as	ADP
easat-3346	228	9	extremely	extremely	ADV
easat-3346	228	10	randomized	randomized	ADJ
easat-3346	228	11	trees	tree	NOUN
easat-3346	228	12	,	,	PUNCT
easat-3346	228	13	as	as	SCONJ
easat-3346	228	14	their	their	PRON
easat-3346	228	15	performance	performance	NOUN
easat-3346	228	16	is	be	AUX
easat-3346	228	17	comparable	comparable	ADJ
easat-3346	228	18	to	to	ADP
easat-3346	228	19	random	random	ADJ
easat-3346	228	20	forest	forest	NOUN
easat-3346	228	21	.	.	PUNCT
easat-3346	229	1	throughout	throughout	ADP
easat-3346	229	2	the	the	DET
easat-3346	229	3	architecture	architecture	NOUN
easat-3346	229	4	of	of	ADP
easat-3346	229	5	the	the	DET
easat-3346	229	6	trees	tree	NOUN
easat-3346	229	7	,	,	PUNCT
easat-3346	229	8	some	some	DET
easat-3346	229	9	problems	problem	NOUN
easat-3346	229	10	occur	occur	VERB
easat-3346	229	11	.	.	PUNCT
easat-3346	230	1	each	each	DET
easat-3346	230	2	build	build	NOUN
easat-3346	230	3	is	be	AUX
easat-3346	230	4	constructed	construct	VERB
easat-3346	230	5	using	use	VERB
easat-3346	230	6	all	all	DET
easat-3346	230	7	the	the	DET
easat-3346	230	8	data	datum	NOUN
easat-3346	230	9	obtainable	obtainable	ADJ
easat-3346	230	10	,	,	PUNCT
easat-3346	230	11	especially	especially	ADV
easat-3346	230	12	in	in	ADP
easat-3346	230	13	the	the	DET
easat-3346	230	14	training	training	NOUN
easat-3346	230	15	dataset	dataset	NOUN
easat-3346	230	16	.	.	PUNCT
easat-3346	231	1	the	the	DET
easat-3346	231	2	best	good	ADJ
easat-3346	231	3	split	split	NOUN
easat-3346	231	4	for	for	ADP
easat-3346	231	5	formulating	formulate	VERB
easat-3346	231	6	the	the	DET
easat-3346	231	7	root	root	NOUN
easat-3346	231	8	node	node	NOUN
easat-3346	231	9	or	or	CCONJ
easat-3346	231	10	any	any	DET
easat-3346	231	11	other	other	ADJ
easat-3346	231	12	node	node	NOUN
easat-3346	231	13	is	be	AUX
easat-3346	231	14	determined	determine	VERB
easat-3346	231	15	by	by	ADP
easat-3346	231	16	monitoring	monitor	VERB
easat-3346	231	17	through	through	ADP
easat-3346	231	18	a	a	DET
easat-3346	231	19	subset	subset	NOUN
easat-3346	231	20	of	of	ADP
easat-3346	231	21	randomly	randomly	ADV
easat-3346	231	22	approved	approve	VERB
easat-3346	231	23	characteristics	characteristic	NOUN
easat-3346	231	24	of	of	ADP
easat-3346	231	25	conformation	conformation	NOUN
easat-3346	231	26	sqrt	sqrt	NOUN
easat-3346	231	27	(	(	PUNCT
easat-3346	231	28	number	number	NOUN
easat-3346	231	29	of	of	ADP
easat-3346	231	30	features	feature	NOUN
easat-3346	231	31	)	)	PUNCT
easat-3346	231	32	.	.	PUNCT
easat-3346	232	1	the	the	DET
easat-3346	232	2	split	split	NOUN
easat-3346	232	3	for	for	ADP
easat-3346	232	4	every	every	DET
easat-3346	232	5	single	single	ADJ
easat-3346	232	6	feature	feature	NOUN
easat-3346	232	7	is	be	AUX
easat-3346	232	8	randomly	randomly	ADV
easat-3346	232	9	generated	generate	VERB
easat-3346	232	10	.	.	PUNCT
easat-3346	233	1	the	the	DET
easat-3346	233	2	decision	decision	NOUN
easat-3346	233	3	stump	stump	NOUN
easat-3346	233	4	has	have	VERB
easat-3346	233	5	a	a	DET
easat-3346	233	6	maximum	maximum	ADJ
easat-3346	233	7	depth	depth	NOUN
easat-3346	233	8	of	of	ADP
easat-3346	233	9	one	one	NUM
easat-3346	233	10	.	.	PUNCT
easat-3346	234	1	because	because	SCONJ
easat-3346	234	2	of	of	ADP
easat-3346	234	3	its	its	PRON
easat-3346	234	4	explicit	explicit	ADJ
easat-3346	234	5	signification	signification	NOUN
easat-3346	234	6	,	,	PUNCT
easat-3346	234	7	simple	simple	ADJ
easat-3346	234	8	characteristics	characteristic	NOUN
easat-3346	234	9	,	,	PUNCT
easat-3346	234	10	as	as	ADV
easat-3346	234	11	well	well	ADV
easat-3346	234	12	as	as	ADP
easat-3346	234	13	ease	ease	NOUN
easat-3346	234	14	of	of	ADP
easat-3346	234	15	transformation	transformation	NOUN
easat-3346	234	16	to	to	ADP
easat-3346	234	17	"	"	PUNCT
easat-3346	234	18	ifthen	ifthen	ADJ
easat-3346	234	19	"	"	PUNCT
easat-3346	234	20	principles	principle	NOUN
easat-3346	234	21	,	,	PUNCT
easat-3346	234	22	the	the	DET
easat-3346	234	23	extra	extra	ADJ
easat-3346	234	24	-	-	ADJ
easat-3346	234	25	tree	tree	ADJ
easat-3346	234	26	classifier	classifier	NOUN
easat-3346	234	27	was	be	AUX
easat-3346	234	28	selected	select	VERB
easat-3346	234	29	for	for	ADP
easat-3346	234	30	this	this	DET
easat-3346	234	31	experiment	experiment	NOUN
easat-3346	234	32	.	.	PUNCT
easat-3346	235	1	because	because	SCONJ
easat-3346	235	2	of	of	ADP
easat-3346	235	3	its	its	PRON
easat-3346	235	4	intellectual	intellectual	ADJ
easat-3346	235	5	capacity	capacity	NOUN
easat-3346	235	6	to	to	PART
easat-3346	235	7	randomize	randomize	VERB
easat-3346	235	8	statistical	statistical	ADJ
easat-3346	235	9	inputs	input	NOUN
easat-3346	235	10	,	,	PUNCT
easat-3346	235	11	the	the	DET
easat-3346	235	12	extra	extra	ADJ
easat-3346	235	13	-	-	ADJ
easat-3346	235	14	tree	tree	ADJ
easat-3346	235	15	technique	technique	NOUN
easat-3346	235	16	is	be	AUX
easat-3346	235	17	preferred	prefer	VERB
easat-3346	235	18	.	.	PUNCT
easat-3346	236	1	this	this	DET
easat-3346	236	2	concept	concept	NOUN
easat-3346	236	3	plays	play	VERB
easat-3346	236	4	a	a	DET
easat-3346	236	5	vital	vital	ADJ
easat-3346	236	6	role	role	NOUN
easat-3346	236	7	when	when	SCONJ
easat-3346	236	8	dealing	deal	VERB
easat-3346	236	9	with	with	ADP
easat-3346	236	10	issues	issue	NOUN
easat-3346	236	11	that	that	PRON
easat-3346	236	12	have	have	VERB
easat-3346	236	13	a	a	DET
easat-3346	236	14	high	high	ADJ
easat-3346	236	15	proportion	proportion	NOUN
easat-3346	236	16	of	of	ADP
easat-3346	236	17	datasets	dataset	NOUN
easat-3346	236	18	.	.	PUNCT
easat-3346	237	1	this	this	DET
easat-3346	237	2	type	type	NOUN
easat-3346	237	3	of	of	ADP
easat-3346	237	4	situation	situation	NOUN
easat-3346	237	5	frequently	frequently	ADV
easat-3346	237	6	leads	lead	VERB
easat-3346	237	7	to	to	ADP
easat-3346	237	8	increased	increase	VERB
easat-3346	237	9	accuracy	accuracy	NOUN
easat-3346	237	10	[	[	X
easat-3346	237	11	10	10	NUM
easat-3346	237	12	]	]	PUNCT
easat-3346	237	13	.	.	PUNCT
easat-3346	238	1	5.2	5.2	NUM
easat-3346	238	2	.	.	PUNCT
easat-3346	239	1	passive	passive	ADJ
easat-3346	239	2	aggressive	aggressive	ADJ
easat-3346	239	3	classifier	classifier	NOUN
easat-3346	239	4	when	when	SCONJ
easat-3346	239	5	correct	correct	ADJ
easat-3346	239	6	predictions	prediction	NOUN
easat-3346	239	7	are	be	AUX
easat-3346	239	8	made	make	VERB
easat-3346	239	9	,	,	PUNCT
easat-3346	239	10	it	it	PRON
easat-3346	239	11	remains	remain	VERB
easat-3346	239	12	passive	passive	ADJ
easat-3346	239	13	,	,	PUNCT
easat-3346	239	14	but	but	CCONJ
easat-3346	239	15	when	when	SCONJ
easat-3346	239	16	incorrect	incorrect	ADJ
easat-3346	239	17	predictions	prediction	NOUN
easat-3346	239	18	are	be	AUX
easat-3346	239	19	made	make	VERB
easat-3346	239	20	,	,	PUNCT
easat-3346	239	21	it	it	PRON
easat-3346	239	22	reacts	react	VERB
easat-3346	239	23	aggressively	aggressively	ADV
easat-3346	239	24	.	.	PUNCT
easat-3346	240	1	let	let	VERB
easat-3346	240	2	's	us	PRON
easat-3346	240	3	look	look	VERB
easat-3346	240	4	at	at	ADP
easat-3346	240	5	how	how	SCONJ
easat-3346	240	6	to	to	PART
easat-3346	240	7	use	use	VERB
easat-3346	240	8	python	python	NOUN
easat-3346	240	9	to	to	PART
easat-3346	240	10	create	create	VERB
easat-3346	240	11	an	an	DET
easat-3346	240	12	aggressive	aggressive	ADJ
easat-3346	240	13	passive	passive	ADJ
easat-3346	240	14	classifier	classifier	NOUN
easat-3346	240	15	.	.	PUNCT
easat-3346	241	1	first	first	ADV
easat-3346	241	2	,	,	PUNCT
easat-3346	241	3	import	import	VERB
easat-3346	241	4	the	the	DET
easat-3346	241	5	python	python	PROPN
easat-3346	241	6	libraries	library	NOUN
easat-3346	241	7	required	require	VERB
easat-3346	241	8	for	for	ADP
easat-3346	241	9	this	this	DET
easat-3346	241	10	task	task	NOUN
easat-3346	241	11	.	.	PUNCT
easat-3346	242	1	procrastination	procrastination	NOUN
easat-3346	242	2	algorithms	algorithm	NOUN
easat-3346	242	3	are	be	AUX
easat-3346	242	4	a	a	DET
easat-3346	242	5	type	type	NOUN
easat-3346	242	6	of	of	ADP
easat-3346	242	7	large	large	ADJ
easat-3346	242	8	-	-	PUNCT
easat-3346	242	9	scale	scale	NOUN
easat-3346	242	10	learning	learning	NOUN
easat-3346	242	11	algorithm	algorithm	NOUN
easat-3346	242	12	[	[	X
easat-3346	242	13	11	11	NUM
easat-3346	242	14	]	]	PUNCT
easat-3346	242	15	.	.	PUNCT
easat-3346	243	1	they	they	PRON
easat-3346	243	2	are	be	AUX
easat-3346	243	3	similar	similar	ADJ
easat-3346	243	4	to	to	ADP
easat-3346	243	5	perceptrons	perceptron	NOUN
easat-3346	243	6	in	in	ADP
easat-3346	243	7	the	the	DET
easat-3346	243	8	sense	sense	NOUN
easat-3346	243	9	that	that	SCONJ
easat-3346	243	10	they	they	PRON
easat-3346	243	11	do	do	AUX
easat-3346	243	12	not	not	PART
easat-3346	243	13	require	require	VERB
easat-3346	243	14	a	a	DET
easat-3346	243	15	learning	learning	NOUN
easat-3346	243	16	rate	rate	NOUN
easat-3346	243	17	.	.	PUNCT
easat-3346	244	1	they	they	PRON
easat-3346	244	2	perform	perform	VERB
easat-3346	244	3	including	include	VERB
easat-3346	244	4	a	a	DET
easat-3346	244	5	regularization	regularization	NOUN
easat-3346	244	6	parameter	parameter	NOUN
easat-3346	244	7	,	,	PUNCT
easat-3346	244	8	unlike	unlike	ADP
easat-3346	244	9	the	the	DET
easat-3346	244	10	perceptron	perceptron	PROPN
easat-3346	244	11	.	.	PUNCT
easat-3346	245	1	to	to	PART
easat-3346	245	2	model	model	VERB
easat-3346	245	3	and	and	CCONJ
easat-3346	245	4	validate	validate	VERB
easat-3346	245	5	data	datum	NOUN
easat-3346	245	6	using	use	VERB
easat-3346	245	7	a	a	DET
easat-3346	245	8	classification	classification	NOUN
easat-3346	245	9	algorithm	algorithm	NOUN
easat-3346	245	10	,	,	PUNCT
easat-3346	245	11	a	a	DET
easat-3346	245	12	procrastination	procrastination	NOUN
easat-3346	245	13	classifier	classifier	NOUN
easat-3346	245	14	must	must	AUX
easat-3346	245	15	be	be	AUX
easat-3346	245	16	loaded	load	VERB
easat-3346	245	17	.	.	PUNCT
easat-3346	246	1	6	6	X
easat-3346	246	2	.	.	X
easat-3346	246	3	experimental	experimental	ADJ
easat-3346	246	4	result	result	NOUN
easat-3346	246	5	6.1	6.1	NUM
easat-3346	246	6	.	.	PUNCT
easat-3346	247	1	experimental	experimental	ADJ
easat-3346	247	2	setup	setup	NOUN
easat-3346	247	3	we	we	PRON
easat-3346	247	4	tried	try	VERB
easat-3346	247	5	out	out	ADP
easat-3346	247	6	some	some	DET
easat-3346	247	7	different	different	ADJ
easat-3346	247	8	settings	setting	NOUN
easat-3346	247	9	here	here	ADV
easat-3346	247	10	.	.	PUNCT
easat-3346	248	1	during	during	ADP
easat-3346	248	2	the	the	DET
easat-3346	248	3	preprocessing	preprocessing	NOUN
easat-3346	248	4	stage	stage	NOUN
easat-3346	248	5	,	,	PUNCT
easat-3346	248	6	we	we	PRON
easat-3346	248	7	used	use	VERB
easat-3346	248	8	the	the	DET
easat-3346	248	9	bangladeshi	bangladeshi	ADJ
easat-3346	248	10	natural	natural	ADJ
easat-3346	248	11	language	language	NOUN
easat-3346	248	12	processing	processing	NOUN
easat-3346	248	13	toolkit	toolkit	NOUN
easat-3346	248	14	(	(	PUNCT
easat-3346	248	15	bnlp	bnlp	PROPN
easat-3346	248	16	)	)	PUNCT
easat-3346	248	17	to	to	PART
easat-3346	248	18	dispel	dispel	VERB
easat-3346	248	19	punctuation	punctuation	NOUN
easat-3346	248	20	,	,	PUNCT
easat-3346	248	21	stop	stop	VERB
easat-3346	248	22	words	word	NOUN
easat-3346	248	23	,	,	PUNCT
easat-3346	248	24	digits	digit	NOUN
easat-3346	248	25	,	,	PUNCT
easat-3346	248	26	and	and	CCONJ
easat-3346	248	27	tokenization	tokenization	NOUN
easat-3346	248	28	.	.	PUNCT
easat-3346	249	1	we	we	PRON
easat-3346	249	2	used	use	VERB
easat-3346	249	3	countvectorizer	countvectorizer	NOUN
easat-3346	249	4	and	and	CCONJ
easat-3346	249	5	tf	tf	PROPN
easat-3346	249	6	-	-	PUNCT
easat-3346	249	7	idf	idf	NOUN
easat-3346	249	8	together	together	ADV
easat-3346	249	9	and	and	CCONJ
easat-3346	249	10	countvectorizer	countvectorizer	VERB
easat-3346	249	11	separately	separately	ADV
easat-3346	249	12	as	as	SCONJ
easat-3346	249	13	feature	feature	NOUN
easat-3346	249	14	6140	6140	NUM
easat-3346	249	15	edelweiss	edelweiss	PROPN
easat-3346	249	16	applied	apply	VERB
easat-3346	249	17	science	science	NOUN
easat-3346	249	18	and	and	CCONJ
easat-3346	249	19	technology	technology	NOUN
easat-3346	249	20	issn	issn	PROPN
easat-3346	249	21	:	:	PUNCT
easat-3346	249	22	2576	2576	NUM
easat-3346	249	23	-	-	SYM
easat-3346	249	24	8484	8484	NUM
easat-3346	249	25	vol	vol	NOUN
easat-3346	249	26	.	.	PROPN
easat-3346	249	27	8	8	NUM
easat-3346	249	28	,	,	PUNCT
easat-3346	249	29	no	no	INTJ
easat-3346	249	30	.	.	NOUN
easat-3346	249	31	6	6	NUM
easat-3346	249	32	:	:	SYM
easat-3346	249	33	6132	6132	NUM
easat-3346	249	34	-	-	SYM
easat-3346	249	35	6146	6146	NUM
easat-3346	249	36	,	,	PUNCT
easat-3346	249	37	2024	2024	NUM
easat-3346	249	38	doi	doi	NOUN
easat-3346	249	39	:	:	PUNCT
easat-3346	249	40	10.55214/25768484.v8i6.3346	10.55214/25768484.v8i6.3346	NUM
easat-3346	249	41	©	©	PROPN
easat-3346	249	42	2024	2024	NUM
easat-3346	249	43	by	by	ADP
easat-3346	249	44	the	the	DET
easat-3346	249	45	authors	author	NOUN
easat-3346	249	46	;	;	PUNCT
easat-3346	249	47	licensee	licensee	PROPN
easat-3346	249	48	learning	learn	VERB
easat-3346	249	49	gate	gate	NOUN
easat-3346	249	50	extraction	extraction	NOUN
easat-3346	249	51	methodologies	methodology	NOUN
easat-3346	249	52	,	,	PUNCT
easat-3346	249	53	and	and	CCONJ
easat-3346	249	54	calculated	calculate	VERB
easat-3346	249	55	them	they	PRON
easat-3346	249	56	with	with	ADP
easat-3346	249	57	scikit	scikit	NOUN
easat-3346	249	58	-	-	PUNCT
easat-3346	249	59	learn	learn	NOUN
easat-3346	249	60	.	.	PUNCT
easat-3346	250	1	in	in	ADP
easat-3346	250	2	this	this	DET
easat-3346	250	3	study	study	NOUN
easat-3346	250	4	,	,	PUNCT
easat-3346	250	5	we	we	PRON
easat-3346	250	6	used	use	VERB
easat-3346	250	7	an	an	DET
easat-3346	250	8	extra	extra	ADJ
easat-3346	250	9	tree	tree	NOUN
easat-3346	250	10	and	and	CCONJ
easat-3346	250	11	an	an	DET
easat-3346	250	12	active	active	ADJ
easat-3346	250	13	-	-	PUNCT
easat-3346	250	14	passive	passive	ADJ
easat-3346	250	15	classifier	classifier	NOUN
easat-3346	250	16	for	for	ADP
easat-3346	250	17	classification	classification	NOUN
easat-3346	250	18	.	.	PUNCT
easat-3346	251	1	we	we	PRON
easat-3346	251	2	divided	divide	VERB
easat-3346	251	3	the	the	DET
easat-3346	251	4	dataset	dataset	NOUN
easat-3346	251	5	into	into	ADP
easat-3346	251	6	two	two	NUM
easat-3346	251	7	sections	section	NOUN
easat-3346	251	8	:	:	PUNCT
easat-3346	251	9	80	80	NUM
easat-3346	251	10	percent	percent	NOUN
easat-3346	251	11	for	for	ADP
easat-3346	251	12	training	training	NOUN
easat-3346	251	13	and	and	CCONJ
easat-3346	251	14	20	20	NUM
easat-3346	251	15	percent	percent	NOUN
easat-3346	251	16	for	for	ADP
easat-3346	251	17	testing	testing	NOUN
easat-3346	251	18	.	.	PUNCT
easat-3346	252	1	the	the	DET
easat-3346	252	2	research	research	NOUN
easat-3346	252	3	works	work	VERB
easat-3346	252	4	in	in	ADP
easat-3346	252	5	this	this	DET
easat-3346	252	6	paper	paper	NOUN
easat-3346	252	7	were	be	AUX
easat-3346	252	8	all	all	PRON
easat-3346	252	9	operated	operate	VERB
easat-3346	252	10	on	on	ADP
easat-3346	252	11	google	google	PROPN
easat-3346	252	12	colab	colab	PROPN
easat-3346	252	13	,	,	PUNCT
easat-3346	252	14	including	include	VERB
easat-3346	252	15	some	some	DET
easat-3346	252	16	tools	tool	NOUN
easat-3346	252	17	such	such	ADJ
easat-3346	252	18	as	as	ADP
easat-3346	252	19	the	the	DET
easat-3346	252	20	scikit	scikit	NOUN
easat-3346	252	21	-	-	PUNCT
easat-3346	252	22	learn	learn	NOUN
easat-3346	252	23	library	library	NOUN
easat-3346	252	24	and	and	CCONJ
easat-3346	252	25	python	python	NOUN
easat-3346	252	26	3.5	3.5	NUM
easat-3346	252	27	.	.	PUNCT
easat-3346	253	1	using	use	VERB
easat-3346	253	2	the	the	DET
easat-3346	253	3	bangladeshi	bangladeshi	ADJ
easat-3346	253	4	dataset	dataset	NOUN
easat-3346	253	5	,	,	PUNCT
easat-3346	253	6	we	we	PRON
easat-3346	253	7	tested	test	VERB
easat-3346	253	8	several	several	ADJ
easat-3346	253	9	classification	classification	NOUN
easat-3346	253	10	algorithms	algorithm	NOUN
easat-3346	253	11	named	name	VERB
easat-3346	253	12	the	the	DET
easat-3346	253	13	extra	extra	ADJ
easat-3346	253	14	tree	tree	NOUN
easat-3346	253	15	classifier	classifier	NOUN
easat-3346	253	16	and	and	CCONJ
easat-3346	253	17	procrastination	procrastination	NOUN
easat-3346	253	18	classifier	classifier	NOUN
easat-3346	253	19	.	.	PUNCT
easat-3346	254	1	compare	compare	VERB
easat-3346	254	2	them	they	PRON
easat-3346	254	3	to	to	ADP
easat-3346	254	4	other	other	ADJ
easat-3346	254	5	well	well	ADV
easat-3346	254	6	-	-	PUNCT
easat-3346	254	7	known	know	VERB
easat-3346	254	8	classifiers	classifier	NOUN
easat-3346	254	9	named	name	VERB
easat-3346	254	10	linear	linear	PROPN
easat-3346	254	11	vector	vector	NOUN
easat-3346	254	12	machine	machine	NOUN
easat-3346	254	13	(	(	PUNCT
easat-3346	254	14	svm	svm	PROPN
easat-3346	254	15	)	)	PUNCT
easat-3346	254	16	,	,	PUNCT
easat-3346	254	17	logistic	logistic	ADJ
easat-3346	254	18	regression	regression	NOUN
easat-3346	254	19	(	(	PUNCT
easat-3346	254	20	lr	lr	NOUN
easat-3346	254	21	)	)	PUNCT
easat-3346	254	22	,	,	PUNCT
easat-3346	254	23	multinomial	multinomial	ADJ
easat-3346	254	24	naive	naive	ADJ
easat-3346	254	25	bayes	bayes	NOUN
easat-3346	254	26	(	(	PUNCT
easat-3346	254	27	mnb	mnb	PROPN
easat-3346	254	28	)	)	PUNCT
easat-3346	254	29	,	,	PUNCT
easat-3346	254	30	random	random	ADJ
easat-3346	254	31	forest	forest	NOUN
easat-3346	254	32	classifier	classifier	NOUN
easat-3346	254	33	(	(	PUNCT
easat-3346	254	34	rf	rf	NOUN
easat-3346	254	35	)	)	PUNCT
easat-3346	254	36	,	,	PUNCT
easat-3346	254	37	and	and	CCONJ
easat-3346	254	38	decision	decision	NOUN
easat-3346	254	39	tree	tree	NOUN
easat-3346	254	40	.	.	PUNCT
easat-3346	255	1	6.2	6.2	NUM
easat-3346	255	2	.	.	PUNCT
easat-3346	256	1	experimental	experimental	ADJ
easat-3346	256	2	result	result	NOUN
easat-3346	256	3	1	1	NUM
easat-3346	256	4	table	table	NOUN
easat-3346	256	5	2	2	NUM
easat-3346	256	6	.	.	PUNCT
easat-3346	256	7	classification	classification	NOUN
easat-3346	256	8	report	report	NOUN
easat-3346	256	9	after	after	ADP
easat-3346	256	10	using	use	VERB
easat-3346	256	11	tf	tf	PROPN
easat-3346	256	12	-	-	PUNCT
easat-3346	256	13	idf	idf	PROPN
easat-3346	256	14	and	and	CCONJ
easat-3346	256	15	count	count	PROPN
easat-3346	256	16	vectorize	vectorize	PROPN
easat-3346	256	17	feature	feature	NOUN
easat-3346	256	18	extraction	extraction	NOUN
easat-3346	256	19	.	.	PUNCT
easat-3346	257	1	model	model	NOUN
easat-3346	257	2	accuracy	accuracy	NOUN
easat-3346	257	3	decision	decision	NOUN
easat-3346	257	4	tree	tree	NOUN
easat-3346	257	5	88.36	88.36	NUM
easat-3346	257	6	%	%	NOUN
easat-3346	257	7	logistic	logistic	ADJ
easat-3346	257	8	regression	regression	NOUN
easat-3346	257	9	89.48	89.48	NUM
easat-3346	257	10	%	%	NOUN
easat-3346	257	11	multinomial	multinomial	ADJ
easat-3346	257	12	naive	naive	ADJ
easat-3346	257	13	bayes	bayes	NOUN
easat-3346	257	14	90.06	90.06	NUM
easat-3346	257	15	%	%	NOUN
easat-3346	257	16	passive	passive	ADJ
easat-3346	257	17	aggressive	aggressive	ADJ
easat-3346	257	18	90.30	90.30	NUM
easat-3346	257	19	%	%	NOUN
easat-3346	257	20	linear	linear	ADJ
easat-3346	257	21	svm	svm	NOUN
easat-3346	257	22	90.89	90.89	NUM
easat-3346	257	23	%	%	NOUN
easat-3346	257	24	random	random	ADJ
easat-3346	257	25	forest	forest	NOUN
easat-3346	257	26	91.48	91.48	NUM
easat-3346	257	27	%	%	NOUN
easat-3346	257	28	model	model	NOUN
easat-3346	257	29	accuracy	accuracy	NOUN
easat-3346	257	30	extra	extra	ADJ
easat-3346	257	31	tree	tree	NOUN
easat-3346	257	32	classifier	classifier	NOUN
easat-3346	257	33	92.18	92.18	NUM
easat-3346	257	34	%	%	NOUN
easat-3346	257	35	6.3	6.3	NUM
easat-3346	257	36	.	.	PUNCT
easat-3346	258	1	experimental	experimental	ADJ
easat-3346	258	2	result	result	NOUN
easat-3346	258	3	2	2	NUM
easat-3346	258	4	table	table	NOUN
easat-3346	258	5	3	3	NUM
easat-3346	258	6	.	.	PUNCT
easat-3346	258	7	classification	classification	NOUN
easat-3346	258	8	report	report	NOUN
easat-3346	258	9	after	after	ADP
easat-3346	258	10	using	use	VERB
easat-3346	258	11	count	count	NOUN
easat-3346	258	12	vectorize	vectorize	PROPN
easat-3346	258	13	feature	feature	NOUN
easat-3346	258	14	extraction	extraction	NOUN
easat-3346	258	15	.	.	PUNCT
easat-3346	259	1	model	model	NOUN
easat-3346	259	2	accuracy	accuracy	NOUN
easat-3346	259	3	logistic	logistic	ADJ
easat-3346	259	4	regression	regression	NOUN
easat-3346	259	5	88.65	88.65	NUM
easat-3346	259	6	%	%	NOUN
easat-3346	259	7	passive	passive	ADJ
easat-3346	259	8	aggressive	aggressive	ADJ
easat-3346	259	9	88.71	88.71	NUM
easat-3346	259	10	%	%	NOUN
easat-3346	259	11	decision	decision	NOUN
easat-3346	259	12	tree	tree	NOUN
easat-3346	259	13	89.12	89.12	NUM
easat-3346	259	14	%	%	NOUN
easat-3346	259	15	extra	extra	ADJ
easat-3346	259	16	tree	tree	NOUN
easat-3346	259	17	classifier	classifier	NOUN
easat-3346	259	18	89.28	89.28	NUM
easat-3346	259	19	%	%	NOUN
easat-3346	259	20	linear	linear	ADJ
easat-3346	259	21	svm	svm	NOUN
easat-3346	259	22	90.59	90.59	NUM
easat-3346	259	23	%	%	NOUN
easat-3346	259	24	multinomial	multinomial	ADJ
easat-3346	259	25	naïve	naïve	ADJ
easat-3346	259	26	bayes	bayes	NOUN
easat-3346	259	27	90.71	90.71	NUM
easat-3346	259	28	%	%	NOUN
easat-3346	259	29	random	random	ADJ
easat-3346	259	30	forest	forest	NOUN
easat-3346	259	31	90.95	90.95	NUM
easat-3346	259	32	%	%	NOUN
easat-3346	259	33	7	7	NUM
easat-3346	259	34	.	.	PUNCT
easat-3346	259	35	visualization	visualization	NOUN
easat-3346	259	36	the	the	DET
easat-3346	259	37	classification	classification	NOUN
easat-3346	259	38	strongly	strongly	ADV
easat-3346	259	39	involves	involve	VERB
easat-3346	259	40	the	the	DET
easat-3346	259	41	use	use	NOUN
easat-3346	259	42	of	of	ADP
easat-3346	259	43	statistical	statistical	ADJ
easat-3346	259	44	visualization	visualization	NOUN
easat-3346	259	45	.	.	PUNCT
easat-3346	260	1	here	here	ADV
easat-3346	260	2	's	be	AUX
easat-3346	260	3	a	a	DET
easat-3346	260	4	word	word	NOUN
easat-3346	260	5	cloud	cloud	ADJ
easat-3346	260	6	visual	visual	ADJ
easat-3346	260	7	representation	representation	NOUN
easat-3346	260	8	of	of	ADP
easat-3346	260	9	the	the	DET
easat-3346	260	10	data	datum	NOUN
easat-3346	260	11	set	set	VERB
easat-3346	260	12	based	base	VERB
easat-3346	260	13	on	on	ADP
easat-3346	260	14	real	real	ADJ
easat-3346	260	15	and	and	CCONJ
easat-3346	260	16	false	false	ADJ
easat-3346	260	17	message	message	NOUN
easat-3346	260	18	.	.	PUNCT
easat-3346	261	1	word	word	NOUN
easat-3346	261	2	cloud	cloud	NOUN
easat-3346	261	3	is	be	AUX
easat-3346	261	4	a	a	DET
easat-3346	261	5	traditional	traditional	ADJ
easat-3346	261	6	technique	technique	NOUN
easat-3346	261	7	that	that	PRON
easat-3346	261	8	endeavors	endeavor	VERB
easat-3346	261	9	to	to	PART
easat-3346	261	10	design	design	VERB
easat-3346	261	11	words	word	NOUN
easat-3346	261	12	that	that	PRON
easat-3346	261	13	represent	represent	VERB
easat-3346	261	14	the	the	DET
easat-3346	261	15	word	word	NOUN
easat-3346	261	16	frequency	frequency	NOUN
easat-3346	261	17	that	that	PRON
easat-3346	261	18	is	be	AUX
easat-3346	261	19	used	use	VERB
easat-3346	261	20	to	to	PART
easat-3346	261	21	check	check	VERB
easat-3346	261	22	the	the	DET
easat-3346	261	23	information	information	NOUN
easat-3346	261	24	at	at	ADP
easat-3346	261	25	a	a	DET
easat-3346	261	26	glance	glance	NOUN
easat-3346	261	27	.	.	PUNCT
easat-3346	262	1	we	we	PRON
easat-3346	262	2	draw	draw	VERB
easat-3346	262	3	a	a	DET
easat-3346	262	4	word	word	NOUN
easat-3346	262	5	cloud	cloud	NOUN
easat-3346	262	6	by	by	ADP
easat-3346	262	7	attributing	attribute	VERB
easat-3346	262	8	colors	color	NOUN
easat-3346	262	9	from	from	ADP
easat-3346	262	10	each	each	DET
easat-3346	262	11	segment	segment	NOUN
easat-3346	262	12	after	after	ADP
easat-3346	262	13	acquiring	acquire	VERB
easat-3346	262	14	the	the	DET
easat-3346	262	15	similarity	similarity	NOUN
easat-3346	262	16	measures	measure	NOUN
easat-3346	262	17	for	for	ADP
easat-3346	262	18	both	both	DET
easat-3346	262	19	categories	category	NOUN
easat-3346	262	20	,	,	PUNCT
easat-3346	262	21	as	as	SCONJ
easat-3346	262	22	shown	show	VERB
easat-3346	262	23	in	in	ADP
easat-3346	262	24	figure	figure	NOUN
easat-3346	262	25	14	14	NUM
easat-3346	262	26	.	.	NOUN
easat-3346	262	27	6141	6141	NUM
easat-3346	262	28	edelweiss	edelweiss	PROPN
easat-3346	262	29	applied	apply	VERB
easat-3346	262	30	science	science	NOUN
easat-3346	262	31	and	and	CCONJ
easat-3346	262	32	technology	technology	NOUN
easat-3346	262	33	issn	issn	PROPN
easat-3346	262	34	:	:	PUNCT
easat-3346	262	35	2576	2576	NUM
easat-3346	262	36	-	-	SYM
easat-3346	262	37	8484	8484	NUM
easat-3346	262	38	vol	vol	NOUN
easat-3346	262	39	.	.	PROPN
easat-3346	263	1	8	8	NUM
easat-3346	263	2	,	,	PUNCT
easat-3346	263	3	no	no	INTJ
easat-3346	263	4	.	.	NOUN
easat-3346	264	1	6	6	NUM
easat-3346	264	2	:	:	SYM
easat-3346	264	3	6132	6132	NUM
easat-3346	264	4	-	-	SYM
easat-3346	264	5	6146	6146	NUM
easat-3346	264	6	,	,	PUNCT
easat-3346	264	7	2024	2024	NUM
easat-3346	264	8	doi	doi	NOUN
easat-3346	264	9	:	:	PUNCT
easat-3346	264	10	10.55214/25768484.v8i6.3346	10.55214/25768484.v8i6.3346	NUM
easat-3346	264	11	©	©	PROPN
easat-3346	264	12	2024	2024	NUM
easat-3346	264	13	by	by	ADP
easat-3346	264	14	the	the	DET
easat-3346	264	15	authors	author	NOUN
easat-3346	264	16	;	;	PUNCT
easat-3346	265	1	licensee	licensee	PROPN
easat-3346	265	2	learning	learn	VERB
easat-3346	265	3	gate	gate	PROPN
easat-3346	265	4	figure	figure	NOUN
easat-3346	265	5	10	10	NUM
easat-3346	265	6	.	.	PUNCT
easat-3346	265	7	confusion	confusion	NOUN
easat-3346	265	8	-	-	PUNCT
easat-3346	265	9	matrix	matrix	NOUN
easat-3346	265	10	for	for	ADP
easat-3346	265	11	extra	extra	ADJ
easat-3346	265	12	tree	tree	NOUN
easat-3346	265	13	algorithm	algorithm	NOUN
easat-3346	265	14	.	.	PUNCT
easat-3346	266	1	6142	6142	NUM
easat-3346	266	2	edelweiss	edelweiss	PROPN
easat-3346	266	3	applied	apply	VERB
easat-3346	266	4	science	science	NOUN
easat-3346	266	5	and	and	CCONJ
easat-3346	266	6	technology	technology	NOUN
easat-3346	266	7	issn	issn	PROPN
easat-3346	266	8	:	:	PUNCT
easat-3346	266	9	2576	2576	NUM
easat-3346	266	10	-	-	SYM
easat-3346	266	11	8484	8484	NUM
easat-3346	266	12	vol	vol	NOUN
easat-3346	266	13	.	.	PROPN
easat-3346	266	14	8	8	NUM
easat-3346	266	15	,	,	PUNCT
easat-3346	266	16	no	no	INTJ
easat-3346	266	17	.	.	NOUN
easat-3346	266	18	6	6	NUM
easat-3346	266	19	:	:	SYM
easat-3346	266	20	6132	6132	NUM
easat-3346	266	21	-	-	SYM
easat-3346	266	22	6146	6146	NUM
easat-3346	266	23	,	,	PUNCT
easat-3346	266	24	2024	2024	NUM
easat-3346	266	25	doi	doi	NOUN
easat-3346	266	26	:	:	PUNCT
easat-3346	266	27	10.55214/25768484.v8i6.3346	10.55214/25768484.v8i6.3346	NUM
easat-3346	266	28	©	©	PROPN
easat-3346	266	29	2024	2024	NUM
easat-3346	266	30	by	by	ADP
easat-3346	266	31	the	the	DET
easat-3346	266	32	authors	author	NOUN
easat-3346	266	33	;	;	PUNCT
easat-3346	266	34	licensee	licensee	PROPN
easat-3346	266	35	learning	learn	VERB
easat-3346	266	36	gate	gate	PROPN
easat-3346	266	37	figure	figure	NOUN
easat-3346	266	38	11	11	NUM
easat-3346	266	39	.	.	PUNCT
easat-3346	267	1	classification	classification	NOUN
easat-3346	267	2	report	report	NOUN
easat-3346	267	3	for	for	ADP
easat-3346	267	4	extra	extra	ADJ
easat-3346	267	5	tree	tree	NOUN
easat-3346	267	6	algorithm	algorithm	NOUN
easat-3346	267	7	.	.	PUNCT
easat-3346	268	1	6143	6143	PROPN
easat-3346	268	2	edelweiss	edelweiss	PROPN
easat-3346	268	3	applied	apply	VERB
easat-3346	268	4	science	science	NOUN
easat-3346	268	5	and	and	CCONJ
easat-3346	268	6	technology	technology	NOUN
easat-3346	268	7	issn	issn	PROPN
easat-3346	268	8	:	:	PUNCT
easat-3346	268	9	2576	2576	NUM
easat-3346	268	10	-	-	SYM
easat-3346	268	11	8484	8484	NUM
easat-3346	268	12	vol	vol	NOUN
easat-3346	268	13	.	.	PROPN
easat-3346	268	14	8	8	NUM
easat-3346	268	15	,	,	PUNCT
easat-3346	268	16	no	no	INTJ
easat-3346	268	17	.	.	NOUN
easat-3346	268	18	6	6	NUM
easat-3346	268	19	:	:	SYM
easat-3346	268	20	6132	6132	NUM
easat-3346	268	21	-	-	SYM
easat-3346	268	22	6146	6146	NUM
easat-3346	268	23	,	,	PUNCT
easat-3346	268	24	2024	2024	NUM
easat-3346	268	25	doi	doi	NOUN
easat-3346	268	26	:	:	PUNCT
easat-3346	268	27	10.55214/25768484.v8i6.3346	10.55214/25768484.v8i6.3346	NUM
easat-3346	268	28	©	©	PROPN
easat-3346	268	29	2024	2024	NUM
easat-3346	268	30	by	by	ADP
easat-3346	268	31	the	the	DET
easat-3346	268	32	authors	author	NOUN
easat-3346	268	33	;	;	PUNCT
easat-3346	268	34	licensee	licensee	PROPN
easat-3346	268	35	learning	learn	VERB
easat-3346	268	36	gate	gate	PROPN
easat-3346	268	37	figure	figure	NOUN
easat-3346	268	38	12	12	NUM
easat-3346	268	39	.	.	PUNCT
easat-3346	269	1	confusion	confusion	NOUN
easat-3346	269	2	-	-	PUNCT
easat-3346	269	3	matrix	matrix	NOUN
easat-3346	269	4	for	for	ADP
easat-3346	269	5	procrastination	procrastination	NOUN
easat-3346	269	6	classifier	classifier	NOUN
easat-3346	269	7	.	.	PUNCT
easat-3346	270	1	6144	6144	NUM
easat-3346	270	2	edelweiss	edelweiss	PROPN
easat-3346	270	3	applied	apply	VERB
easat-3346	270	4	science	science	NOUN
easat-3346	270	5	and	and	CCONJ
easat-3346	270	6	technology	technology	NOUN
easat-3346	270	7	issn	issn	PROPN
easat-3346	270	8	:	:	PUNCT
easat-3346	270	9	2576	2576	NUM
easat-3346	270	10	-	-	SYM
easat-3346	270	11	8484	8484	NUM
easat-3346	270	12	vol	vol	NOUN
easat-3346	270	13	.	.	PROPN
easat-3346	270	14	8	8	NUM
easat-3346	270	15	,	,	PUNCT
easat-3346	270	16	no	no	INTJ
easat-3346	270	17	.	.	NOUN
easat-3346	271	1	6	6	NUM
easat-3346	271	2	:	:	SYM
easat-3346	271	3	6132	6132	NUM
easat-3346	271	4	-	-	SYM
easat-3346	271	5	6146	6146	NUM
easat-3346	271	6	,	,	PUNCT
easat-3346	271	7	2024	2024	NUM
easat-3346	271	8	doi	doi	NOUN
easat-3346	271	9	:	:	PUNCT
easat-3346	271	10	10.55214/25768484.v8i6.3346	10.55214/25768484.v8i6.3346	NUM
easat-3346	271	11	©	©	PROPN
easat-3346	271	12	2024	2024	NUM
easat-3346	271	13	by	by	ADP
easat-3346	271	14	the	the	DET
easat-3346	271	15	authors	author	NOUN
easat-3346	271	16	;	;	PUNCT
easat-3346	271	17	licensee	licensee	PROPN
easat-3346	271	18	learning	learn	VERB
easat-3346	271	19	gate	gate	PROPN
easat-3346	271	20	figure	figure	NOUN
easat-3346	271	21	13	13	NUM
easat-3346	271	22	.	.	PUNCT
easat-3346	272	1	classification	classification	NOUN
easat-3346	272	2	report	report	NOUN
easat-3346	272	3	for	for	ADP
easat-3346	272	4	procrastination	procrastination	NOUN
easat-3346	272	5	algorithms	algorithm	NOUN
easat-3346	272	6	.	.	PUNCT
easat-3346	273	1	figure	figure	VERB
easat-3346	273	2	14	14	NUM
easat-3346	273	3	.	.	PUNCT
easat-3346	274	1	word	word	NOUN
easat-3346	274	2	cloud	cloud	NOUN
easat-3346	274	3	in	in	ADP
easat-3346	274	4	the	the	DET
easat-3346	274	5	dataset	dataset	NOUN
easat-3346	274	6	.	.	PUNCT
easat-3346	275	1	6145	6145	NUM
easat-3346	275	2	edelweiss	edelweiss	PROPN
easat-3346	275	3	applied	apply	VERB
easat-3346	275	4	science	science	NOUN
easat-3346	275	5	and	and	CCONJ
easat-3346	275	6	technology	technology	NOUN
easat-3346	275	7	issn	issn	PROPN
easat-3346	275	8	:	:	PUNCT
easat-3346	275	9	2576	2576	NUM
easat-3346	275	10	-	-	SYM
easat-3346	275	11	8484	8484	NUM
easat-3346	275	12	vol	vol	NOUN
easat-3346	275	13	.	.	PROPN
easat-3346	275	14	8	8	NUM
easat-3346	275	15	,	,	PUNCT
easat-3346	275	16	no	no	INTJ
easat-3346	275	17	.	.	NOUN
easat-3346	276	1	6	6	NUM
easat-3346	276	2	:	:	SYM
easat-3346	276	3	6132	6132	NUM
easat-3346	276	4	-	-	SYM
easat-3346	276	5	6146	6146	NUM
easat-3346	276	6	,	,	PUNCT
easat-3346	276	7	2024	2024	NUM
easat-3346	276	8	doi	doi	NOUN
easat-3346	276	9	:	:	PUNCT
easat-3346	276	10	10.55214/25768484.v8i6.3346	10.55214/25768484.v8i6.3346	NUM
easat-3346	276	11	©	©	PROPN
easat-3346	276	12	2024	2024	NUM
easat-3346	276	13	by	by	ADP
easat-3346	276	14	the	the	DET
easat-3346	276	15	authors	author	NOUN
easat-3346	276	16	;	;	PUNCT
easat-3346	276	17	licensee	licensee	PROPN
easat-3346	276	18	learning	learn	VERB
easat-3346	276	19	gate	gate	PROPN
easat-3346	276	20	figure	figure	NOUN
easat-3346	276	21	15	15	NUM
easat-3346	276	22	.	.	PUNCT
easat-3346	277	1	accuracy	accuracy	NOUN
easat-3346	277	2	values	value	NOUN
easat-3346	277	3	after	after	ADP
easat-3346	277	4	using	use	VERB
easat-3346	277	5	count	count	NOUN
easat-3346	277	6	vectorize	vectorize	NOUN
easat-3346	277	7	and	and	CCONJ
easat-3346	277	8	tf	tf	PROPN
easat-3346	277	9	idf	idf	PROPN
easat-3346	277	10	feature	feature	NOUN
easat-3346	277	11	extraction	extraction	NOUN
easat-3346	277	12	.	.	PUNCT
easat-3346	278	1	figure	figure	NOUN
easat-3346	278	2	16	16	NUM
easat-3346	278	3	.	.	PUNCT
easat-3346	279	1	accuracy	accuracy	NOUN
easat-3346	279	2	values	value	NOUN
easat-3346	279	3	after	after	ADP
easat-3346	279	4	using	use	VERB
easat-3346	279	5	count	count	NOUN
easat-3346	279	6	vectorize	vectorize	NOUN
easat-3346	279	7	and	and	CCONJ
easat-3346	279	8	tf	tf	PROPN
easat-3346	279	9	idf	idf	PROPN
easat-3346	279	10	feature	feature	NOUN
easat-3346	279	11	extraction	extraction	NOUN
easat-3346	279	12	.	.	PUNCT
easat-3346	280	1	8	8	NUM
easat-3346	280	2	.	.	X
easat-3346	280	3	analysis	analysis	NOUN
easat-3346	280	4	from	from	ADP
easat-3346	280	5	figure	figure	NOUN
easat-3346	280	6	14	14	NUM
easat-3346	280	7	and	and	CCONJ
easat-3346	280	8	figure	figure	VERB
easat-3346	280	9	15	15	NUM
easat-3346	280	10	it	it	PRON
easat-3346	280	11	is	be	AUX
easat-3346	280	12	clear	clear	ADJ
easat-3346	280	13	that	that	SCONJ
easat-3346	280	14	the	the	DET
easat-3346	280	15	extra	extra	ADJ
easat-3346	280	16	tree	tree	NOUN
easat-3346	280	17	classifier	classifier	NOUN
easat-3346	280	18	gives	give	VERB
easat-3346	280	19	the	the	DET
easat-3346	280	20	supreme	supreme	ADJ
easat-3346	280	21	accuracy	accuracy	NOUN
easat-3346	280	22	of	of	ADP
easat-3346	280	23	92.18	92.18	NUM
easat-3346	280	24	%	%	NOUN
easat-3346	280	25	and	and	CCONJ
easat-3346	280	26	the	the	DET
easat-3346	280	27	decision	decision	NOUN
easat-3346	280	28	tree	tree	NOUN
easat-3346	280	29	classifier	classifier	NOUN
easat-3346	280	30	gives	give	VERB
easat-3346	280	31	the	the	DET
easat-3346	280	32	lowest	low	ADJ
easat-3346	280	33	accuracy	accuracy	NOUN
easat-3346	280	34	about	about	ADP
easat-3346	280	35	88.36	88.36	NUM
easat-3346	280	36	%	%	NOUN
easat-3346	280	37	after	after	ADP
easat-3346	280	38	using	use	VERB
easat-3346	280	39	count	count	NOUN
easat-3346	280	40	vectorize	vectorize	NOUN
easat-3346	280	41	and	and	CCONJ
easat-3346	280	42	tf	tf	PROPN
easat-3346	280	43	-	-	PUNCT
easat-3346	280	44	idf	idf	PROPN
easat-3346	280	45	.	.	PUNCT
easat-3346	281	1	on	on	ADP
easat-3346	281	2	the	the	DET
easat-3346	281	3	other	other	ADJ
easat-3346	281	4	hand	hand	NOUN
easat-3346	281	5	,	,	PUNCT
easat-3346	281	6	the	the	DET
easat-3346	281	7	random	random	ADJ
easat-3346	281	8	forest	forest	NOUN
easat-3346	281	9	classifier	classifier	NOUN
easat-3346	281	10	performed	perform	VERB
easat-3346	281	11	better	well	ADV
easat-3346	281	12	after	after	ADP
easat-3346	281	13	using	use	VERB
easat-3346	281	14	the	the	DET
easat-3346	281	15	count	count	NOUN
easat-3346	281	16	vectorize	vectorize	PROPN
easat-3346	281	17	classifier	classifier	NOUN
easat-3346	281	18	.	.	PUNCT
easat-3346	282	1	after	after	ADP
easat-3346	282	2	using	use	VERB
easat-3346	282	3	the	the	DET
easat-3346	282	4	count	count	NOUN
easat-3346	282	5	vectorize	vectorize	PROPN
easat-3346	282	6	classifier	classifier	NOUN
easat-3346	282	7	,	,	PUNCT
easat-3346	282	8	some	some	DET
easat-3346	282	9	classifiers	classifier	NOUN
easat-3346	282	10	such	such	ADJ
easat-3346	282	11	as	as	ADP
easat-3346	282	12	the	the	DET
easat-3346	282	13	decision	decision	NOUN
easat-3346	282	14	tree	tree	NOUN
easat-3346	282	15	and	and	CCONJ
easat-3346	282	16	random	random	ADJ
easat-3346	282	17	forest	forest	NOUN
easat-3346	282	18	give	give	VERB
easat-3346	282	19	better	well	ADJ
easat-3346	282	20	results	result	NOUN
easat-3346	282	21	.	.	PUNCT
easat-3346	283	1	however	however	ADV
easat-3346	283	2	,	,	PUNCT
easat-3346	283	3	procrastination	procrastination	NOUN
easat-3346	283	4	classifiers	classifier	NOUN
easat-3346	283	5	give	give	VERB
easat-3346	283	6	93.30	93.30	NUM
easat-3346	283	7	%	%	NOUN
easat-3346	283	8	accuracy	accuracy	NOUN
easat-3346	283	9	for	for	ADP
easat-3346	283	10	the	the	DET
easat-3346	283	11	count	count	NOUN
easat-3346	283	12	vectorize	vectorize	PROPN
easat-3346	283	13	and	and	CCONJ
easat-3346	283	14	tf	tf	PROPN
easat-3346	283	15	-	-	PUNCT
easat-3346	283	16	idf	idf	PROPN
easat-3346	283	17	classifier	classifier	NOUN
easat-3346	283	18	and	and	CCONJ
easat-3346	283	19	88.71	88.71	NUM
easat-3346	283	20	%	%	NOUN
easat-3346	283	21	accuracy	accuracy	NOUN
easat-3346	283	22	after	after	ADP
easat-3346	283	23	using	use	VERB
easat-3346	283	24	the	the	DET
easat-3346	283	25	count	count	NOUN
easat-3346	283	26	vectorize	vectorize	PROPN
easat-3346	283	27	classifier	classifier	NOUN
easat-3346	283	28	separately	separately	ADV
easat-3346	283	29	.	.	PUNCT
easat-3346	284	1	6146	6146	NUM
easat-3346	284	2	edelweiss	edelweiss	PROPN
easat-3346	284	3	applied	apply	VERB
easat-3346	284	4	science	science	NOUN
easat-3346	284	5	and	and	CCONJ
easat-3346	284	6	technology	technology	NOUN
easat-3346	284	7	issn	issn	PROPN
easat-3346	284	8	:	:	PUNCT
easat-3346	284	9	2576	2576	NUM
easat-3346	284	10	-	-	SYM
easat-3346	284	11	8484	8484	NUM
easat-3346	284	12	vol	vol	NOUN
easat-3346	284	13	.	.	PROPN
easat-3346	284	14	8	8	NUM
easat-3346	284	15	,	,	PUNCT
easat-3346	284	16	no	no	INTJ
easat-3346	284	17	.	.	NOUN
easat-3346	284	18	6	6	NUM
easat-3346	284	19	:	:	SYM
easat-3346	284	20	6132	6132	NUM
easat-3346	284	21	-	-	SYM
easat-3346	284	22	6146	6146	NUM
easat-3346	284	23	,	,	PUNCT
easat-3346	284	24	2024	2024	NUM
easat-3346	284	25	doi	doi	NOUN
easat-3346	284	26	:	:	PUNCT
easat-3346	284	27	10.55214/25768484.v8i6.3346	10.55214/25768484.v8i6.3346	NUM
easat-3346	284	28	©	©	PROPN
easat-3346	284	29	2024	2024	NUM
easat-3346	284	30	by	by	ADP
easat-3346	284	31	the	the	DET
easat-3346	284	32	authors	author	NOUN
easat-3346	284	33	;	;	PUNCT
easat-3346	284	34	licensee	licensee	PROPN
easat-3346	284	35	learning	learning	NOUN
easat-3346	284	36	gate	gate	NOUN
easat-3346	284	37	8.1	8.1	NUM
easat-3346	284	38	.	.	PUNCT
easat-3346	285	1	conclusion	conclusion	NOUN
easat-3346	285	2	and	and	CCONJ
easat-3346	285	3	future	future	ADJ
easat-3346	285	4	work	work	NOUN
easat-3346	285	5	in	in	ADP
easat-3346	285	6	this	this	DET
easat-3346	285	7	work	work	NOUN
easat-3346	285	8	,	,	PUNCT
easat-3346	285	9	we	we	PRON
easat-3346	285	10	have	have	AUX
easat-3346	285	11	performed	perform	VERB
easat-3346	285	12	an	an	DET
easat-3346	285	13	innovative	innovative	ADJ
easat-3346	285	14	experiment	experiment	NOUN
easat-3346	285	15	on	on	ADP
easat-3346	285	16	bangladeshi	bangladeshi	ADJ
easat-3346	285	17	false	false	ADJ
easat-3346	285	18	message	message	NOUN
easat-3346	285	19	identification	identification	NOUN
easat-3346	285	20	in	in	ADP
easat-3346	285	21	the	the	DET
easat-3346	285	22	substance	substance	NOUN
easat-3346	285	23	of	of	ADP
easat-3346	285	24	bangladesh	bangladesh	NOUN
easat-3346	285	25	and	and	CCONJ
easat-3346	285	26	other	other	ADJ
easat-3346	285	27	counties	county	NOUN
easat-3346	285	28	.	.	PUNCT
easat-3346	286	1	although	although	SCONJ
easat-3346	286	2	internet	internet	NOUN
easat-3346	286	3	-	-	PUNCT
easat-3346	286	4	based	base	VERB
easat-3346	286	5	false	false	ADJ
easat-3346	286	6	message	message	NOUN
easat-3346	286	7	is	be	AUX
easat-3346	286	8	rapidly	rapidly	ADV
easat-3346	286	9	spreading	spread	VERB
easat-3346	286	10	in	in	ADP
easat-3346	286	11	south	south	PROPN
easat-3346	286	12	asia	asia	PROPN
easat-3346	286	13	,	,	PUNCT
easat-3346	286	14	no	no	DET
easat-3346	286	15	research	research	NOUN
easat-3346	286	16	has	have	AUX
easat-3346	286	17	been	be	AUX
easat-3346	286	18	conducted	conduct	VERB
easat-3346	286	19	in	in	ADP
easat-3346	286	20	this	this	DET
easat-3346	286	21	area	area	NOUN
easat-3346	286	22	until	until	ADP
easat-3346	286	23	now	now	ADV
easat-3346	286	24	;	;	PUNCT
easat-3346	286	25	however	however	ADV
easat-3346	286	26	,	,	PUNCT
easat-3346	286	27	we	we	PRON
easat-3346	286	28	hope	hope	VERB
easat-3346	286	29	that	that	SCONJ
easat-3346	286	30	our	our	PRON
easat-3346	286	31	work	work	NOUN
easat-3346	286	32	will	will	AUX
easat-3346	286	33	open	open	VERB
easat-3346	286	34	new	new	ADJ
easat-3346	286	35	ways	way	NOUN
easat-3346	286	36	for	for	ADP
easat-3346	286	37	future	future	ADJ
easat-3346	286	38	research	research	NOUN
easat-3346	286	39	in	in	ADP
easat-3346	286	40	this	this	DET
easat-3346	286	41	area	area	NOUN
easat-3346	286	42	.	.	PUNCT
easat-3346	287	1	in	in	ADP
easat-3346	287	2	the	the	DET
easat-3346	287	3	future	future	NOUN
easat-3346	287	4	,	,	PUNCT
easat-3346	287	5	we	we	PRON
easat-3346	287	6	will	will	AUX
easat-3346	287	7	aim	aim	VERB
easat-3346	287	8	to	to	PART
easat-3346	287	9	establish	establish	VERB
easat-3346	287	10	a	a	DET
easat-3346	287	11	more	more	ADV
easat-3346	287	12	accurate	accurate	ADJ
easat-3346	287	13	and	and	CCONJ
easat-3346	287	14	precise	precise	ADJ
easat-3346	287	15	classifier	classifier	NOUN
easat-3346	287	16	model	model	NOUN
easat-3346	287	17	than	than	ADP
easat-3346	287	18	what	what	PRON
easat-3346	287	19	we	we	PRON
easat-3346	287	20	have	have	AUX
easat-3346	287	21	so	so	ADV
easat-3346	287	22	far	far	ADV
easat-3346	287	23	.	.	PUNCT
easat-3346	288	1	we	we	PRON
easat-3346	288	2	plan	plan	VERB
easat-3346	288	3	to	to	PART
easat-3346	288	4	use	use	VERB
easat-3346	288	5	neural	neural	ADJ
easat-3346	288	6	networks	network	NOUN
easat-3346	288	7	and	and	CCONJ
easat-3346	288	8	deep	deep	ADJ
easat-3346	288	9	learning	learning	NOUN
easat-3346	288	10	models	model	NOUN
easat-3346	288	11	as	as	ADV
easat-3346	288	12	well	well	ADV
easat-3346	288	13	.	.	PUNCT
easat-3346	289	1	we	we	PRON
easat-3346	289	2	believe	believe	VERB
easat-3346	289	3	to	to	PART
easat-3346	289	4	build	build	VERB
easat-3346	289	5	our	our	PRON
easat-3346	289	6	broad	broad	ADJ
easat-3346	289	7	data	datum	NOUN
easat-3346	289	8	set	set	VERB
easat-3346	289	9	of	of	ADP
easat-3346	289	10	bangladeshi	bangladeshi	ADJ
easat-3346	289	11	messages	message	NOUN
easat-3346	289	12	in	in	ADP
easat-3346	289	13	the	the	DET
easat-3346	289	14	coming	come	VERB
easat-3346	289	15	decades	decade	NOUN
easat-3346	289	16	,	,	PUNCT
easat-3346	289	17	as	as	ADV
easat-3346	289	18	well	well	ADV
easat-3346	289	19	as	as	ADP
easat-3346	289	20	a	a	DET
easat-3346	289	21	more	more	ADV
easat-3346	289	22	powerful	powerful	ADJ
easat-3346	289	23	framework	framework	NOUN
easat-3346	289	24	for	for	ADP
easat-3346	289	25	the	the	DET
easat-3346	289	26	feature	feature	NOUN
easat-3346	289	27	extraction	extraction	NOUN
easat-3346	289	28	process	process	NOUN
easat-3346	289	29	to	to	PART
easat-3346	289	30	obtain	obtain	VERB
easat-3346	289	31	characteristics	characteristic	NOUN
easat-3346	289	32	more	more	ADV
easat-3346	289	33	specifically	specifically	ADV
easat-3346	289	34	.	.	PUNCT
easat-3346	290	1	furthermore	furthermore	ADV
easat-3346	290	2	,	,	PUNCT
easat-3346	290	3	we	we	PRON
easat-3346	290	4	will	will	AUX
easat-3346	290	5	use	use	VERB
easat-3346	290	6	different	different	ADJ
easat-3346	290	7	feature	feature	NOUN
easat-3346	290	8	extractions	extraction	NOUN
easat-3346	290	9	for	for	ADP
easat-3346	290	10	the	the	DET
easat-3346	290	11	experiment	experiment	NOUN
easat-3346	290	12	.	.	PUNCT
easat-3346	291	1	copyright	copyright	NOUN
easat-3346	291	2	:	:	PUNCT
easat-3346	291	3	©	©	PROPN
easat-3346	291	4	2024	2024	NUM
easat-3346	291	5	by	by	ADP
easat-3346	291	6	the	the	DET
easat-3346	291	7	authors	author	NOUN
easat-3346	291	8	.	.	PUNCT
easat-3346	292	1	this	this	DET
easat-3346	292	2	article	article	NOUN
easat-3346	292	3	is	be	AUX
easat-3346	292	4	an	an	DET
easat-3346	292	5	open	open	ADJ
easat-3346	292	6	access	access	NOUN
easat-3346	292	7	article	article	NOUN
easat-3346	292	8	distributed	distribute	VERB
easat-3346	292	9	under	under	ADP
easat-3346	292	10	the	the	DET
easat-3346	292	11	terms	term	NOUN
easat-3346	292	12	and	and	CCONJ
easat-3346	292	13	conditions	condition	NOUN
easat-3346	292	14	of	of	ADP
easat-3346	292	15	the	the	DET
easat-3346	292	16	creative	creative	ADJ
easat-3346	292	17	commons	common	NOUN
easat-3346	292	18	attribution	attribution	NOUN
easat-3346	292	19	(	(	PUNCT
easat-3346	292	20	cc	cc	NOUN
easat-3346	292	21	by	by	ADP
easat-3346	292	22	)	)	PUNCT
easat-3346	292	23	license	license	NOUN
easat-3346	292	24	(	(	PUNCT
easat-3346	292	25	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-3346	292	26	)	)	PUNCT
easat-3346	292	27	.	.	PUNCT
easat-3346	293	1	references	reference	NOUN
easat-3346	293	2	[	[	X
easat-3346	293	3	1	1	NUM
easat-3346	293	4	]	]	X
easat-3346	293	5	guo	guo	PROPN
easat-3346	293	6	,	,	PUNCT
easat-3346	293	7	bin	bin	PROPN
easat-3346	293	8	&	&	CCONJ
easat-3346	293	9	ding	ding	PROPN
easat-3346	293	10	,	,	PUNCT
easat-3346	293	11	yasan	yasan	PROPN
easat-3346	293	12	&	&	CCONJ
easat-3346	293	13	yao	yao	PROPN
easat-3346	293	14	,	,	PUNCT
easat-3346	293	15	lina	lina	PROPN
easat-3346	293	16	&	&	CCONJ
easat-3346	293	17	liang	liang	PROPN
easat-3346	293	18	,	,	PUNCT
easat-3346	293	19	yunji	yunji	PROPN
easat-3346	293	20	&	&	CCONJ
easat-3346	293	21	yu	yu	PROPN
easat-3346	293	22	,	,	PUNCT
easat-3346	293	23	zhiwen	zhiwen	NOUN
easat-3346	293	24	.	.	PUNCT
easat-3346	294	1	(	(	PUNCT
easat-3346	294	2	2020	2020	NUM
easat-3346	294	3	)	)	PUNCT
easat-3346	294	4	.	.	PUNCT
easat-3346	295	1	the	the	DET
easat-3346	295	2	future	future	NOUN
easat-3346	295	3	of	of	ADP
easat-3346	295	4	false	false	ADJ
easat-3346	295	5	information	information	NOUN
easat-3346	295	6	detection	detection	NOUN
easat-3346	295	7	on	on	ADP
easat-3346	295	8	social	social	ADJ
easat-3346	295	9	media	medium	NOUN
easat-3346	295	10	:	:	PUNCT
easat-3346	295	11	new	new	ADJ
easat-3346	295	12	perspectives	perspective	NOUN
easat-3346	295	13	and	and	CCONJ
easat-3346	295	14	trends	trend	NOUN
easat-3346	295	15	.	.	PUNCT
easat-3346	296	1	acm	acm	PROPN
easat-3346	296	2	computing	computing	NOUN
easat-3346	296	3	surveys	survey	NOUN
easat-3346	296	4	.	.	PUNCT
easat-3346	297	1	53	53	NUM
easat-3346	297	2	.	.	PUNCT
easat-3346	298	1	10.1145/3393880	10.1145/3393880	NUM
easat-3346	298	2	.	.	PUNCT
easat-3346	299	1	[	[	X
easat-3346	299	2	2	2	X
easat-3346	299	3	]	]	PUNCT
easat-3346	299	4	https://www.tbsnews.net/thoughts/busting-top-3-fake-news-week-173236	https://www.tbsnews.net/thoughts/busting-top-3-fake-news-week-173236	PROPN
easat-3346	299	5	[	[	X
easat-3346	299	6	3	3	NUM
easat-3346	299	7	]	]	PUNCT
easat-3346	299	8	https://en.prothomalo.com/opinion/who-shares-fake-news	https://en.prothomalo.com/opinion/who-shares-fake-new	NOUN
easat-3346	300	1	[	[	X
easat-3346	300	2	4	4	NUM
easat-3346	300	3	]	]	SYM
easat-3346	300	4	https://www.kaggle.com/cryptexcode/banfakenews	https://www.kaggle.com/cryptexcode/banfakenews	PROPN
easat-3346	300	5	[	[	SYM
easat-3346	300	6	5	5	NUM
easat-3346	300	7	]	]	PUNCT
easat-3346	300	8	deokate	deokate	NOUN
easat-3346	300	9	,	,	PUNCT
easat-3346	300	10	suchitra	suchitra	PROPN
easat-3346	300	11	.	.	PUNCT
easat-3346	301	1	(	(	PUNCT
easat-3346	301	2	2019	2019	NUM
easat-3346	301	3	)	)	PUNCT
easat-3346	301	4	.	.	PUNCT
easat-3346	302	1	false	false	ADJ
easat-3346	302	2	message	message	NOUN
easat-3346	302	3	detection	detection	NOUN
easat-3346	302	4	using	use	VERB
easat-3346	302	5	support	support	NOUN
easat-3346	302	6	vector	vector	NOUN
easat-3346	302	7	machine	machine	NOUN
easat-3346	302	8	learning	learning	NOUN
easat-3346	302	9	algorithm	algorithm	NOUN
easat-3346	302	10	.	.	PUNCT
easat-3346	303	1	international	international	ADJ
easat-3346	303	2	journal	journal	PROPN
easat-3346	303	3	for	for	ADP
easat-3346	303	4	research	research	NOUN
easat-3346	303	5	in	in	ADP
easat-3346	303	6	applied	apply	VERB
easat-3346	303	7	science	science	NOUN
easat-3346	303	8	and	and	CCONJ
easat-3346	303	9	engineering	engineering	NOUN
easat-3346	303	10	technology	technology	NOUN
easat-3346	303	11	.	.	PUNCT
easat-3346	304	1	7	7	X
easat-3346	304	2	.	.	X
easat-3346	304	3	438	438	NUM
easat-3346	304	4	-	-	SYM
easat-3346	304	5	444	444	NUM
easat-3346	304	6	.	.	PUNCT
easat-3346	304	7	10.22214	10.22214	NUM
easat-3346	304	8	/	/	SYM
easat-3346	304	9	ijraset.2019.7067	ijraset.2019.7067	NOUN
easat-3346	304	10	.	.	PUNCT
easat-3346	305	1	[	[	X
easat-3346	305	2	6	6	NUM
easat-3346	305	3	]	]	X
easat-3346	305	4	chong	chong	PROPN
easat-3346	305	5	,	,	PUNCT
easat-3346	305	6	miranda	miranda	PROPN
easat-3346	305	7	&	&	CCONJ
easat-3346	305	8	special	special	ADJ
easat-3346	305	9	,	,	PUNCT
easat-3346	305	10	lucia	lucia	PROPN
easat-3346	305	11	&	&	CCONJ
easat-3346	305	12	mitkov	mitkov	PROPN
easat-3346	305	13	,	,	PUNCT
easat-3346	305	14	ruslan	ruslan	PROPN
easat-3346	305	15	.	.	PUNCT
easat-3346	306	1	(	(	PUNCT
easat-3346	306	2	2010	2010	NUM
easat-3346	306	3	)	)	PUNCT
easat-3346	306	4	.	.	PUNCT
easat-3346	307	1	using	use	VERB
easat-3346	307	2	natural	natural	ADJ
easat-3346	307	3	language	language	NOUN
easat-3346	307	4	processing	processing	NOUN
easat-3346	307	5	for	for	ADP
easat-3346	307	6	automatic	automatic	ADJ
easat-3346	307	7	detection	detection	NOUN
easat-3346	307	8	of	of	ADP
easat-3346	307	9	plagiarism	plagiarism	NOUN
easat-3346	307	10	.	.	PUNCT
easat-3346	308	1	[	[	X
easat-3346	308	2	7	7	NUM
easat-3346	308	3	]	]	SYM
easat-3346	308	4	mugdha	mugdha	PROPN
easat-3346	308	5	,	,	PUNCT
easat-3346	308	6	shafayat	shafayat	PROPN
easat-3346	308	7	&	&	CCONJ
easat-3346	308	8	binte	binte	PROPN
easat-3346	308	9	mohammed	mohammed	PROPN
easat-3346	308	10	,	,	PUNCT
easat-3346	308	11	marian	marian	PROPN
easat-3346	308	12	&	&	CCONJ
easat-3346	308	13	salsabil	salsabil	PROPN
easat-3346	308	14	,	,	PUNCT
easat-3346	308	15	lubaba	lubaba	PROPN
easat-3346	308	16	&	&	CCONJ
easat-3346	308	17	anika	anika	PROPN
easat-3346	308	18	,	,	PUNCT
easat-3346	308	19	afra	afra	NOUN
easat-3346	308	20	&	&	CCONJ
easat-3346	308	21	marma	marma	PROPN
easat-3346	308	22	,	,	PUNCT
easat-3346	308	23	piya	piya	PROPN
easat-3346	308	24	&	&	CCONJ
easat-3346	308	25	hossain	hossain	PROPN
easat-3346	308	26	,	,	PUNCT
easat-3346	308	27	zahid	zahid	PROPN
easat-3346	308	28	&	&	CCONJ
easat-3346	308	29	shatabda	shatabda	PROPN
easat-3346	308	30	,	,	PUNCT
easat-3346	308	31	swakkhar	swakkhar	NOUN
easat-3346	308	32	.	.	PUNCT
easat-3346	309	1	(	(	PUNCT
easat-3346	309	2	2021	2021	NUM
easat-3346	309	3	)	)	PUNCT
easat-3346	309	4	.	.	PUNCT
easat-3346	310	1	a	a	DET
easat-3346	310	2	gaussian	gaussian	ADJ
easat-3346	310	3	naive	naive	ADJ
easat-3346	310	4	bayesian	bayesian	NOUN
easat-3346	310	5	classifier	classifier	NOUN
easat-3346	310	6	for	for	ADP
easat-3346	310	7	false	false	ADJ
easat-3346	310	8	message	message	NOUN
easat-3346	310	9	detection	detection	NOUN
easat-3346	310	10	in	in	ADP
easat-3346	310	11	being	be	AUX
easat-3346	310	12	procrastination	procrastination	NOUN
easat-3346	310	13	81	81	NUM
easat-3346	310	14	-	-	SYM
easat-3346	310	15	33	33	NUM
easat-3346	310	16	-	-	PUNCT
easat-3346	310	17	4367	4367	NUM
easat-3346	310	18	-	-	PUNCT
easat-3346	310	19	2_28	2_28	NUM
easat-3346	310	20	.	.	PUNCT
easat-3346	311	1	[	[	X
easat-3346	311	2	8	8	NUM
easat-3346	311	3	]	]	X
easat-3346	311	4	ahmed	ahmed	PROPN
easat-3346	311	5	,	,	PUNCT
easat-3346	311	6	hadeer	hadeer	PROPN
easat-3346	311	7	&	&	CCONJ
easat-3346	311	8	traore	traore	PROPN
easat-3346	311	9	,	,	PUNCT
easat-3346	311	10	issa	issa	PROPN
easat-3346	311	11	&	&	CCONJ
easat-3346	311	12	saad	saad	PROPN
easat-3346	311	13	,	,	PUNCT
easat-3346	311	14	sherif	sherif	PROPN
easat-3346	311	15	.	.	PUNCT
easat-3346	312	1	(	(	PUNCT
easat-3346	312	2	2017	2017	NUM
easat-3346	312	3	)	)	PUNCT
easat-3346	312	4	.	.	PUNCT
easat-3346	313	1	detection	detection	NOUN
easat-3346	313	2	of	of	ADP
easat-3346	313	3	online	online	ADJ
easat-3346	313	4	false	false	ADJ
easat-3346	313	5	message	message	NOUN
easat-3346	313	6	using	use	VERB
easat-3346	313	7	n	n	CCONJ
easat-3346	313	8	-	-	PUNCT
easat-3346	313	9	gram	gram	NOUN
easat-3346	313	10	analysis	analysis	NOUN
easat-3346	313	11	and	and	CCONJ
easat-3346	313	12	machine	machine	NOUN
easat-3346	313	13	learning	learn	VERB
easat-3346	313	14	techniques	technique	NOUN
easat-3346	313	15	.	.	PUNCT
easat-3346	314	1	127	127	NUM
easat-3346	314	2	-	-	SYM
easat-3346	314	3	138	138	NUM
easat-3346	314	4	.	.	PUNCT
easat-3346	315	1	10.1007/978	10.1007/978	NUM
easat-3346	315	2	-	-	SYM
easat-3346	315	3	3	3	NUM
easat-3346	315	4	-	-	NUM
easat-3346	315	5	319	319	NUM
easat-3346	315	6	-	-	PUNCT
easat-3346	315	7	69155	69155	NUM
easat-3346	315	8	-	-	PUNCT
easat-3346	315	9	8_9	8_9	NUM
easat-3346	315	10	.	.	PUNCT
easat-3346	316	1	[	[	X
easat-3346	316	2	9	9	NUM
easat-3346	316	3	]	]	SYM
easat-3346	316	4	mugdha	mugdha	PROPN
easat-3346	316	5	,	,	PUNCT
easat-3346	316	6	shafayat	shafayat	PROPN
easat-3346	316	7	&	&	CCONJ
easat-3346	316	8	binte	binte	PROPN
easat-3346	316	9	mohammed	mohammed	PROPN
easat-3346	316	10	,	,	PUNCT
easat-3346	316	11	marian	marian	PROPN
easat-3346	316	12	&	&	CCONJ
easat-3346	316	13	salsabil	salsabil	PROPN
easat-3346	316	14	,	,	PUNCT
easat-3346	316	15	lubaba	lubaba	PROPN
easat-3346	316	16	&	&	CCONJ
easat-3346	316	17	anika	anika	PROPN
easat-3346	316	18	,	,	PUNCT
easat-3346	316	19	afra	afra	NOUN
easat-3346	316	20	&	&	CCONJ
easat-3346	316	21	marma	marma	PROPN
easat-3346	316	22	,	,	PUNCT
easat-3346	316	23	piya	piya	PROPN
easat-3346	316	24	&	&	CCONJ
easat-3346	316	25	hossain	hossain	PROPN
easat-3346	316	26	,	,	PUNCT
easat-3346	316	27	zahid	zahid	PROPN
easat-3346	316	28	&	&	CCONJ
easat-3346	316	29	shatabda	shatabda	PROPN
easat-3346	316	30	,	,	PUNCT
easat-3346	316	31	swakkhar	swakkhar	NOUN
easat-3346	316	32	.	.	PUNCT
easat-3346	317	1	(	(	PUNCT
easat-3346	317	2	2021	2021	NUM
easat-3346	317	3	)	)	PUNCT
easat-3346	317	4	.	.	PUNCT
easat-3346	318	1	a	a	DET
easat-3346	318	2	gaussian	gaussian	ADJ
easat-3346	318	3	naive	naive	ADJ
easat-3346	318	4	bayesian	bayesian	NOUN
easat-3346	318	5	classifier	classifier	NOUN
easat-3346	318	6	for	for	ADP
easat-3346	318	7	false	false	ADJ
easat-3346	318	8	message	message	NOUN
easat-3346	318	9	detection	detection	NOUN
easat-3346	318	10	in	in	ADP
easat-3346	318	11	bangladeshi	bangladeshi	NOUN
easat-3346	318	12	.	.	PUNCT
easat-3346	319	1	10.1007/978	10.1007/978	X
easat-3346	319	2	-	-	SYM
easat-3346	319	3	981	981	NUM
easat-3346	319	4	-	-	PUNCT
easat-3346	319	5	33	33	NUM
easat-3346	319	6	-	-	PUNCT
easat-3346	319	7	4367	4367	NUM
easat-3346	319	8	-	-	PUNCT
easat-3346	319	9	2_28	2_28	NUM
easat-3346	319	10	.	.	PUNCT
easat-3346	320	1	[	[	X
easat-3346	320	2	10	10	NUM
easat-3346	320	3	]	]	X
easat-3346	320	4	sharaff	sharaff	NOUN
easat-3346	320	5	,	,	PUNCT
easat-3346	320	6	aakanksha	aakanksha	PROPN
easat-3346	320	7	&	&	CCONJ
easat-3346	320	8	gupta	gupta	PROPN
easat-3346	320	9	,	,	PUNCT
easat-3346	320	10	harshil	harshil	NOUN
easat-3346	320	11	.	.	PUNCT
easat-3346	321	1	(	(	PUNCT
easat-3346	321	2	2019	2019	NUM
easat-3346	321	3	)	)	PUNCT
easat-3346	321	4	.	.	PUNCT
easat-3346	322	1	extra	extra	ADJ
easat-3346	322	2	-	-	ADJ
easat-3346	322	3	tree	tree	ADJ
easat-3346	322	4	classifier	classifier	NOUN
easat-3346	322	5	with	with	ADP
easat-3346	322	6	metaheuristics	metaheuristic	NOUN
easat-3346	322	7	approach	approach	NOUN
easat-3346	322	8	for	for	ADP
easat-3346	322	9	email	email	NOUN
easat-3346	322	10	classification	classification	NOUN
easat-3346	322	11	.	.	PUNCT
easat-3346	323	1	10.1007/978	10.1007/978	X
easat-3346	323	2	-	-	SYM
easat-3346	323	3	981	981	NUM
easat-3346	323	4	-	-	PUNCT
easat-3346	323	5	13	13	NUM
easat-3346	323	6	-	-	PUNCT
easat-3346	323	7	6861	6861	NUM
easat-3346	323	8	-	-	SYM
easat-3346	323	9	5_17	5_17	NUM
easat-3346	323	10	.	.	PUNCT
easat-3346	324	1	[	[	X
easat-3346	324	2	11	11	NUM
easat-3346	324	3	]	]	SYM
easat-3346	324	4	b.suganthi	b.suganthi	NOUN
easat-3346	324	5	,	,	PUNCT
easat-3346	324	6	k.manohari	k.manohari	PUNCT
easat-3346	324	7	"	"	PUNCT
easat-3346	324	8	fakedetector	fakedetector	NOUN
easat-3346	324	9	:	:	PUNCT
easat-3346	324	10	effective	effective	ADJ
easat-3346	324	11	false	false	ADJ
easat-3346	324	12	message	message	NOUN
easat-3346	324	13	detection	detection	NOUN
easat-3346	324	14	with	with	ADP
easat-3346	324	15	passive	passive	ADJ
easat-3346	324	16	aggressive	aggressive	ADJ
easat-3346	324	17	algorithm	algorithm	NOUN
easat-3346	324	18	"	"	PUNCT
easat-3346	324	19	,	,	PUNCT
easat-3346	324	20	2021	2021	NUM
easat-3346	324	21	,	,	PUNCT
easat-3346	324	22	science	science	NOUN
easat-3346	324	23	,	,	PUNCT
easat-3346	324	24	technology	technology	NOUN
easat-3346	324	25	and	and	CCONJ
easat-3346	324	26	development	development	NOUN
easat-3346	325	1	[	[	X
easat-3346	325	2	12	12	NUM
easat-3346	325	3	]	]	PUNCT
easat-3346	325	4	yerlekar	yerlekar	NOUN
easat-3346	325	5	,	,	PUNCT
easat-3346	325	6	prof	prof	PROPN
easat-3346	325	7	.	.	PUNCT
easat-3346	326	1	(	(	PUNCT
easat-3346	326	2	2021	2021	NUM
easat-3346	326	3	)	)	PUNCT
easat-3346	326	4	.	.	PUNCT
easat-3346	327	1	false	false	ADJ
easat-3346	327	2	message	message	NOUN
easat-3346	327	3	detection	detection	NOUN
easat-3346	327	4	using	use	VERB
easat-3346	327	5	machine	machine	NOUN
easat-3346	327	6	learning	learn	VERB
easat-3346	327	7	approach	approach	NOUN
easat-3346	327	8	multinomial	multinomial	ADJ
easat-3346	327	9	naive	naive	ADJ
easat-3346	327	10	bayes	bayes	PROPN
easat-3346	327	11	classifier	classifier	NOUN
easat-3346	327	12	.	.	PUNCT
easat-3346	328	1	international	international	ADJ
easat-3346	328	2	journal	journal	PROPN
easat-3346	328	3	for	for	ADP
easat-3346	328	4	research	research	NOUN
easat-3346	328	5	in	in	ADP
easat-3346	328	6	applied	apply	VERB
easat-3346	328	7	science	science	NOUN
easat-3346	328	8	and	and	CCONJ
easat-3346	328	9	engineering	engineering	NOUN
easat-3346	328	10	technology	technology	NOUN
easat-3346	328	11	.	.	PUNCT
easat-3346	329	1	9	9	NUM
easat-3346	329	2	.	.	X
easat-3346	329	3	1304	1304	NUM
easat-3346	329	4	-	-	SYM
easat-3346	329	5	1308	1308	NUM
easat-3346	329	6	.	.	PUNCT
easat-3346	330	1	10.22214	10.22214	NUM
easat-3346	330	2	/	/	SYM
easat-3346	330	3	ijraset.2021.34509	ijraset.2021.34509	NOUN
easat-3346	330	4	.	.	PUNCT
easat-3346	331	1	[	[	X
easat-3346	331	2	13	13	NUM
easat-3346	331	3	]	]	X
easat-3346	331	4	granik	granik	X
easat-3346	331	5	,	,	PUNCT
easat-3346	331	6	mykhailo	mykhailo	ADJ
easat-3346	331	7	,	,	PUNCT
easat-3346	331	8	and	and	CCONJ
easat-3346	331	9	volodymyr	volodymyr	PROPN
easat-3346	331	10	mesyura	mesyura	PROPN
easat-3346	331	11	.	.	PUNCT
easat-3346	332	1	"	"	PUNCT
easat-3346	332	2	false	false	ADJ
easat-3346	332	3	message	message	NOUN
easat-3346	332	4	detection	detection	NOUN
easat-3346	332	5	using	use	VERB
easat-3346	332	6	naive	naive	ADJ
easat-3346	332	7	bayes	bayes	NOUN
easat-3346	332	8	classifier	classifier	NOUN
easat-3346	332	9	.	.	PUNCT
easat-3346	332	10	"	"	PUNCT
easat-3346	333	1	2017	2017	NUM
easat-3346	333	2	ieee	ieee	PROPN
easat-3346	333	3	first	first	PROPN
easat-3346	333	4	ukraine	ukraine	PROPN
easat-3346	333	5	conference	conference	NOUN
easat-3346	333	6	on	on	ADP
easat-3346	333	7	electrical	electrical	ADJ
easat-3346	333	8	and	and	CCONJ
easat-3346	333	9	computer	computer	NOUN
easat-3346	333	10	engineering	engineering	NOUN
easat-3346	333	11	(	(	PUNCT
easat-3346	333	12	ukrcon	ukrcon	NOUN
easat-3346	333	13	)	)	PUNCT
easat-3346	333	14	.	.	PUNCT
easat-3346	334	1	ieee	ieee	PROPN
easat-3346	334	2	,	,	PUNCT
easat-3346	334	3	2017	2017	NUM
easat-3346	334	4	.	.	PUNCT
easat-3346	335	1	[	[	X
easat-3346	335	2	14	14	NUM
easat-3346	335	3	]	]	SYM
easat-3346	335	4	mr.r.praveen	mr.r.praveen	NUM
easat-3346	335	5	kumar	kumar	PROPN
easat-3346	335	6	,	,	PUNCT
easat-3346	335	7	p.dineshwaran	p.dineshwaran	PROPN
easat-3346	335	8	,	,	PUNCT
easat-3346	335	9	ravikumar	ravikumar	NOUN
easat-3346	335	10	r	r	NOUN
easat-3346	335	11	,	,	PUNCT
easat-3346	335	12	“	"	PUNCT
easat-3346	335	13	false	false	ADJ
easat-3346	335	14	message	message	NOUN
easat-3346	335	15	detection	detection	NOUN
easat-3346	335	16	using	use	VERB
easat-3346	335	17	machine	machine	NOUN
easat-3346	335	18	learning	learning	NOUN
easat-3346	335	19	”	"	PUNCT
easat-3346	335	20	,	,	PUNCT
easat-3346	335	21	international	international	ADJ
easat-3346	335	22	research	research	NOUN
easat-3346	335	23	journal	journal	NOUN
easat-3346	335	24	of	of	ADP
easat-3346	335	25	engineering	engineering	NOUN
easat-3346	335	26	and	and	CCONJ
easat-3346	335	27	technology	technology	NOUN
easat-3346	335	28	(	(	PUNCT
easat-3346	335	29	irjet	irjet	NOUN
easat-3346	335	30	)	)	PUNCT
easat-3346	335	31	,	,	PUNCT
easat-3346	335	32	2019	2019	NUM
easat-3346	335	33	,	,	PUNCT
easat-3346	335	34	pp.486	pp.486	PROPN
easat-3346	335	35	-	-	PUNCT
easat-3346	335	36	488	488	NUM
easat-3346	335	37	.	.	PUNCT
easat-3346	336	1	[	[	X
easat-3346	336	2	15	15	NUM
easat-3346	336	3	]	]	X
easat-3346	336	4	m.	m.	NOUN
easat-3346	336	5	g.	g.	PROPN
easat-3346	336	6	hussain	hussain	PROPN
easat-3346	336	7	,	,	PUNCT
easat-3346	336	8	m.	m.	PROPN
easat-3346	336	9	rashidul	rashidul	PROPN
easat-3346	336	10	hasan	hasan	PROPN
easat-3346	336	11	,	,	PUNCT
easat-3346	336	12	m.	m.	PROPN
easat-3346	336	13	rahman	rahman	PROPN
easat-3346	336	14	,	,	PUNCT
easat-3346	336	15	j.	j.	PROPN
easat-3346	336	16	protim	protim	PROPN
easat-3346	336	17	and	and	CCONJ
easat-3346	336	18	s.	s.	PROPN
easat-3346	336	19	al	al	PROPN
easat-3346	336	20	hasan	hasan	PROPN
easat-3346	336	21	,	,	PUNCT
easat-3346	336	22	"	"	PUNCT
easat-3346	336	23	detection	detection	NOUN
easat-3346	336	24	of	of	ADP
easat-3346	336	25	bangla	bangla	PROPN
easat-3346	336	26	false	false	ADJ
easat-3346	336	27	message	message	NOUN
easat-3346	336	28	using	use	VERB
easat-3346	336	29	mnb	mnb	NOUN
easat-3346	336	30	and	and	CCONJ
easat-3346	336	31	svm	svm	ADJ
easat-3346	336	32	classifier	classifier	NOUN
easat-3346	336	33	,	,	PUNCT
easat-3346	336	34	"	"	PUNCT
easat-3346	336	35	2020	2020	NUM
easat-3346	336	36	international	international	ADJ
easat-3346	336	37	conference	conference	NOUN
easat-3346	336	38	on	on	ADP
easat-3346	336	39	computing	computing	NOUN
easat-3346	336	40	,	,	PUNCT
easat-3346	336	41	electronics	electronics	PROPN
easat-3346	336	42	&	&	CCONJ
easat-3346	336	43	communications	communications	PROPN
easat-3346	336	44	engineering	engineering	NOUN
easat-3346	336	45	(	(	PUNCT
easat-3346	336	46	accessdhaka20	accessdhaka20	NOUN
easat-3346	336	47	,	,	PUNCT
easat-3346	336	48	pp	pp	PROPN
easat-3346	336	49	.	.	PUNCT
easat-3346	337	1	81	81	NUM
easat-3346	337	2	-	-	SYM
easat-3346	337	3	85	85	NUM
easat-3346	337	4	,	,	PUNCT
easat-3346	337	5	doi	doi	NOUN
easat-3346	337	6	:	:	PUNCT
easat-3346	337	7	10.1109	10.1109	NUM
easat-3346	337	8	/	/	SYM
easat-3346	338	1	iccece49321.2020.9231167	iccece49321.2020.9231167	NOUN
easat-3346	338	2	.	.	PUNCT
easat-3346	339	1	[	[	X
easat-3346	339	2	16	16	NUM
easat-3346	339	3	]	]	PUNCT
easat-3346	339	4	deokate	deokate	NOUN
easat-3346	339	5	,	,	PUNCT
easat-3346	339	6	suchitra	suchitra	PROPN
easat-3346	339	7	.	.	PUNCT
easat-3346	339	8	(	(	PUNCT
easat-3346	339	9	2019	2019	NUM
easat-3346	339	10	)	)	PUNCT
easat-3346	339	11	.	.	PUNCT
easat-3346	340	1	false	false	ADJ
easat-3346	340	2	message	message	NOUN
easat-3346	340	3	detection	detection	NOUN
easat-3346	340	4	using	use	VERB
easat-3346	340	5	support	support	NOUN
easat-3346	340	6	vector	vector	NOUN
easat-3346	340	7	machine	machine	NOUN
easat-3346	340	8	learning	learning	NOUN
easat-3346	340	9	algorithm	algorithm	NOUN
easat-3346	340	10	.	.	PUNCT
easat-3346	341	1	international	international	ADJ
easat-3346	341	2	journal	journal	PROPN
easat-3346	341	3	for	for	ADP
easat-3346	341	4	research	research	NOUN
easat-3346	341	5	in	in	ADP
easat-3346	341	6	applied	apply	VERB
easat-3346	341	7	science	science	NOUN
easat-3346	341	8	and	and	CCONJ
easat-3346	341	9	engineering	engineering	NOUN
easat-3346	341	10	technology	technology	NOUN
easat-3346	341	11	.	.	PUNCT
easat-3346	342	1	7	7	X
easat-3346	342	2	.	.	X
easat-3346	342	3	438	438	NUM
easat-3346	342	4	-	-	SYM
easat-3346	342	5	444	444	NUM
easat-3346	342	6	.	.	PUNCT
easat-3346	342	7	10.22214	10.22214	NUM
easat-3346	342	8	/	/	SYM
easat-3346	342	9	ijraset.2019.7067	ijraset.2019.7067	NOUN
easat-3346	342	10	.	.	PUNCT
easat-3346	343	1	[	[	X
easat-3346	343	2	17	17	NUM
easat-3346	343	3	]	]	X
easat-3346	343	4	f.	f.	PROPN
easat-3346	343	5	islam	islam	PROPN
easat-3346	343	6	et	et	PROPN
easat-3346	343	7	al	al	PROPN
easat-3346	343	8	.	.	PROPN
easat-3346	343	9	,	,	PUNCT
easat-3346	343	10	"	"	PUNCT
easat-3346	343	11	bangladeshi	bangladeshi	ADJ
easat-3346	343	12	false	false	ADJ
easat-3346	343	13	message	message	NOUN
easat-3346	343	14	detection	detection	NOUN
easat-3346	343	15	,	,	PUNCT
easat-3346	343	16	"	"	PUNCT
easat-3346	343	17	2020	2020	NUM
easat-3346	343	18	ieee	ieee	PROPN
easat-3346	343	19	10th	10th	ADJ
easat-3346	343	20	international	international	ADJ
easat-3346	343	21	conference	conference	NOUN
easat-3346	343	22	on	on	ADP
easat-3346	343	23	intelligent	intelligent	ADJ
easat-3346	343	24	systems	system	NOUN
easat-3346	343	25	(	(	PUNCT
easat-3346	343	26	is	be	AUX
easat-3346	343	27	)	)	PUNCT
easat-3346	343	28	,	,	PUNCT
easat-3346	343	29	2020	2020	NUM
easat-3346	343	30	,	,	PUNCT
easat-3346	343	31	pp	pp	ADV
easat-3346	343	32	.	.	PUNCT
easat-3346	344	1	281	281	NUM
easat-3346	344	2	-	-	SYM
easat-3346	344	3	287	287	NUM
easat-3346	344	4	,	,	PUNCT
easat-3346	344	5	doi	doi	NOUN
easat-3346	344	6	:	:	PUNCT
easat-3346	344	7	10.1109	10.1109	NUM
easat-3346	344	8	/	/	SYM
easat-3346	344	9	is48319.2020.9199931	is48319.2020.9199931	ADJ
easat-3346	344	10	.	.	PUNCT
easat-3346	345	1	[	[	X
easat-3346	345	2	18	18	NUM
easat-3346	345	3	]	]	SYM
easat-3346	345	4	mugdha	mugdha	PROPN
easat-3346	345	5	,	,	PUNCT
easat-3346	345	6	shafayat	shafayat	PROPN
easat-3346	345	7	&	&	CCONJ
easat-3346	345	8	binte	binte	PROPN
easat-3346	345	9	mohammed	mohammed	PROPN
easat-3346	345	10	,	,	PUNCT
easat-3346	345	11	marian	marian	PROPN
easat-3346	345	12	&	&	CCONJ
easat-3346	345	13	salsabil	salsabil	PROPN
easat-3346	345	14	,	,	PUNCT
easat-3346	345	15	lubaba	lubaba	PROPN
easat-3346	345	16	&	&	CCONJ
easat-3346	345	17	anika	anika	PROPN
easat-3346	345	18	,	,	PUNCT
easat-3346	345	19	afra	afra	NOUN
easat-3346	345	20	&	&	CCONJ
easat-3346	345	21	marma	marma	PROPN
easat-3346	345	22	,	,	PUNCT
easat-3346	345	23	piya	piya	PROPN
easat-3346	345	24	&	&	CCONJ
easat-3346	345	25	hossain	hossain	PROPN
easat-3346	345	26	,	,	PUNCT
easat-3346	345	27	zahid	zahid	PROPN
easat-3346	345	28	&	&	CCONJ
easat-3346	345	29	shatabda	shatabda	PROPN
easat-3346	345	30	,	,	PUNCT
easat-3346	345	31	swakkhar	swakkhar	NOUN
easat-3346	345	32	.	.	PUNCT
easat-3346	345	33	(	(	PUNCT
easat-3346	345	34	2021	2021	NUM
easat-3346	345	35	)	)	PUNCT
easat-3346	345	36	.	.	PUNCT
easat-3346	346	1	a	a	DET
easat-3346	346	2	gaussian	gaussian	ADJ
easat-3346	346	3	naive	naive	ADJ
easat-3346	346	4	bayesian	bayesian	NOUN
easat-3346	346	5	classifier	classifier	NOUN
easat-3346	346	6	for	for	ADP
easat-3346	346	7	false	false	ADJ
easat-3346	346	8	message	message	NOUN
easat-3346	346	9	detection	detection	NOUN
easat-3346	346	10	in	in	ADP
easat-3346	346	11	bangladeshi	bangladeshi	NOUN
easat-3346	346	12	.	.	PUNCT
easat-3346	347	1	10.1007/978	10.1007/978	X
easat-3346	347	2	-	-	SYM
easat-3346	347	3	981	981	NUM
easat-3346	347	4	-	-	PUNCT
easat-3346	347	5	33	33	NUM
easat-3346	347	6	-	-	PUNCT
easat-3346	347	7	4367	4367	NUM
easat-3346	347	8	-	-	PUNCT
easat-3346	347	9	2_28	2_28	NUM
easat-3346	347	10	.	.	PUNCT
easat-3346	348	1	[	[	X
easat-3346	348	2	19	19	NUM
easat-3346	348	3	]	]	X
easat-3346	348	4	n.	n.	PROPN
easat-3346	348	5	smitha	smitha	PROPN
easat-3346	348	6	and	and	CCONJ
easat-3346	348	7	r.	r.	PROPN
easat-3346	348	8	bharath	bharath	PROPN
easat-3346	348	9	,	,	PUNCT
easat-3346	348	10	"	"	PUNCT
easat-3346	348	11	performance	performance	NOUN
easat-3346	348	12	comparison	comparison	NOUN
easat-3346	348	13	of	of	ADP
easat-3346	348	14	machine	machine	NOUN
easat-3346	348	15	learning	learn	VERB
easat-3346	348	16	classifiers	classifier	NOUN
easat-3346	348	17	for	for	ADP
easat-3346	348	18	false	false	ADJ
easat-3346	348	19	message	message	NOUN
easat-3346	348	20	detection	detection	NOUN
easat-3346	348	21	,	,	PUNCT
easat-3346	348	22	"	"	PUNCT
easat-3346	348	23	2020	2020	NUM
easat-3346	348	24	second	second	ADJ
easat-3346	348	25	international	international	ADJ
easat-3346	348	26	conference	conference	NOUN
easat-3346	348	27	on	on	ADP
easat-3346	348	28	inventive	inventive	ADJ
easat-3346	348	29	research	research	NOUN
easat-3346	348	30	in	in	ADP
easat-3346	348	31	computing	computing	NOUN
easat-3346	348	32	applications	application	NOUN
easat-3346	348	33	(	(	PUNCT
easat-3346	348	34	icirca	icirca	PROPN
easat-3346	348	35	)	)	PUNCT
easat-3346	348	36	,	,	PUNCT
easat-3346	348	37	2020	2020	NUM
easat-3346	348	38	,	,	PUNCT
easat-3346	348	39	pp	pp	ADJ
easat-3346	348	40	.	.	PUNCT
easat-3346	349	1	696700	696700	NUM
easat-3346	349	2	,	,	PUNCT
easat-3346	349	3	doi	doi	NOUN
easat-3346	349	4	:	:	PUNCT
easat-3346	349	5	10.1109	10.1109	NUM
easat-3346	349	6	/	/	SYM
easat-3346	349	7	icirca48905.2020.9183072	icirca48905.2020.9183072	PROPN
easat-3346	349	8	.	.	PUNCT
easat-3346	350	1	[	[	X
easat-3346	350	2	20	20	NUM
easat-3346	350	3	]	]	PUNCT
easat-3346	350	4	vijayaraghavan	vijayaraghavan	NOUN
easat-3346	350	5	,	,	PUNCT
easat-3346	350	6	sairamvinay	sairamvinay	PROPN
easat-3346	350	7	,	,	PUNCT
easat-3346	350	8	et	et	PROPN
easat-3346	350	9	al	al	PROPN
easat-3346	350	10	.	.	PUNCT
easat-3346	351	1	"	"	PUNCT
easat-3346	351	2	false	false	ADJ
easat-3346	351	3	message	message	NOUN
easat-3346	351	4	detection	detection	NOUN
easat-3346	351	5	with	with	ADP
easat-3346	351	6	different	different	ADJ
easat-3346	351	7	models	model	NOUN
easat-3346	351	8	.	.	PUNCT
easat-3346	351	9	"	"	PUNCT
easat-3346	352	1	arxiv	arxiv	PROPN
easat-3346	352	2	preprint	preprint	VERB
easat-3346	352	3	arxiv:2003.04978	arxiv:2003.04978	PRON
easat-3346	352	4	(	(	PUNCT
easat-3346	352	5	2020	2020	NUM
easat-3346	352	6	)	)	PUNCT
easat-3346	352	7	.	.	PUNCT
easat-3346	353	1	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-3346	353	2	https://www.kaggle.com/cryptexcode/banfakenews	https://www.kaggle.com/cryptexcode/banfakenews	NUM