id	sid	tid	token	lemma	pos
cet-15066	1	1	doi	doi	NOUN
cet-15066	1	2	:	:	PUNCT
cet-15066	1	3	10.3303	10.3303	NUM
cet-15066	1	4	/	/	SYM
cet-15066	1	5	cet24114161	cet24114161	ADJ
cet-15066	1	6	paper	paper	NOUN
cet-15066	1	7	received	receive	VERB
cet-15066	1	8	:	:	PUNCT
cet-15066	1	9	10	10	NUM
cet-15066	1	10	june	june	PROPN
cet-15066	1	11	2024	2024	NUM
cet-15066	1	12	;	;	PUNCT
cet-15066	1	13	revised	revise	VERB
cet-15066	1	14	:	:	PUNCT
cet-15066	1	15	9	9	NUM
cet-15066	1	16	september	september	PROPN
cet-15066	1	17	2024	2024	NUM
cet-15066	1	18	;	;	PUNCT
cet-15066	1	19	accepted	accept	VERB
cet-15066	1	20	:	:	PUNCT
cet-15066	1	21	13	13	NUM
cet-15066	1	22	november	november	NOUN
cet-15066	1	23	2024	2024	NUM
cet-15066	1	24	please	please	INTJ
cet-15066	1	25	cite	cite	VERB
cet-15066	1	26	this	this	DET
cet-15066	1	27	article	article	NOUN
cet-15066	1	28	as	as	ADP
cet-15066	1	29	:	:	PUNCT
cet-15066	1	30	németh	németh	PROPN
cet-15066	1	31	r.	r.	PROPN
cet-15066	1	32	,	,	PUNCT
cet-15066	1	33	erdős	erdős	PROPN
cet-15066	1	34	f.	f.	PROPN
cet-15066	1	35	,	,	PUNCT
cet-15066	1	36	kovács	kovács	PROPN
cet-15066	1	37	k.	k.	PROPN
cet-15066	1	38	,	,	PUNCT
cet-15066	1	39	2024	2024	NUM
cet-15066	1	40	,	,	PUNCT
cet-15066	1	41	fake	fake	ADJ
cet-15066	1	42	news	news	NOUN
cet-15066	1	43	classification	classification	NOUN
cet-15066	1	44	on	on	ADP
cet-15066	1	45	social	social	ADJ
cet-15066	1	46	media	medium	NOUN
cet-15066	1	47	in	in	ADP
cet-15066	1	48	the	the	DET
cet-15066	1	49	field	field	NOUN
cet-15066	1	50	of	of	ADP
cet-15066	1	51	environmental	environmental	ADJ
cet-15066	1	52	engineering	engineering	NOUN
cet-15066	1	53	,	,	PUNCT
cet-15066	1	54	chemical	chemical	NOUN
cet-15066	1	55	engineering	engineering	NOUN
cet-15066	1	56	transactions	transaction	NOUN
cet-15066	1	57	,	,	PUNCT
cet-15066	1	58	114	114	NUM
cet-15066	1	59	,	,	PUNCT
cet-15066	1	60	961	961	NUM
cet-15066	1	61	-	-	SYM
cet-15066	1	62	966	966	NUM
cet-15066	1	63	doi:10.3303	doi:10.3303	NOUN
cet-15066	1	64	/	/	SYM
cet-15066	1	65	cet24114161	cet24114161	ADJ
cet-15066	1	66	chemical	chemical	NOUN
cet-15066	1	67	engineering	engineering	NOUN
cet-15066	1	68	transactions	transaction	NOUN
cet-15066	1	69	vol	vol	NOUN
cet-15066	1	70	.	.	PROPN
cet-15066	1	71	114	114	NUM
cet-15066	1	72	,	,	PUNCT
cet-15066	1	73	2024	2024	NUM
cet-15066	1	74	a	a	DET
cet-15066	1	75	publication	publication	NOUN
cet-15066	1	76	of	of	ADP
cet-15066	1	77	the	the	DET
cet-15066	1	78	italian	italian	ADJ
cet-15066	1	79	association	association	NOUN
cet-15066	1	80	of	of	ADP
cet-15066	1	81	chemical	chemical	PROPN
cet-15066	1	82	engineering	engineering	NOUN
cet-15066	1	83	online	online	ADV
cet-15066	1	84	at	at	ADP
cet-15066	1	85	www.cetjournal.it	www.cetjournal.it	PROPN
cet-15066	1	86	guest	guest	NOUN
cet-15066	1	87	editors	editor	NOUN
cet-15066	1	88	:	:	PUNCT
cet-15066	1	89	petar	petar	PROPN
cet-15066	1	90	s.	s.	PROPN
cet-15066	1	91	varbanov	varbanov	PROPN
cet-15066	1	92	,	,	PUNCT
cet-15066	1	93	min	min	PROPN
cet-15066	1	94	zeng	zeng	PROPN
cet-15066	1	95	,	,	PUNCT
cet-15066	1	96	yee	yee	PROPN
cet-15066	1	97	van	van	PROPN
cet-15066	1	98	fan	fan	PROPN
cet-15066	1	99	,	,	PUNCT
cet-15066	1	100	xuechao	xuechao	PROPN
cet-15066	1	101	wang	wang	PROPN
cet-15066	1	102	copyright	copyright	PROPN
cet-15066	1	103	©	©	PROPN
cet-15066	1	104	2024	2024	NUM
cet-15066	1	105	,	,	PUNCT
cet-15066	1	106	aidic	aidic	ADJ
cet-15066	1	107	servizi	servizi	PROPN
cet-15066	1	108	s.r.l	s.r.l	NOUN
cet-15066	1	109	.	.	PUNCT
cet-15066	2	1	isbn	isbn	PROPN
cet-15066	2	2	979	979	NUM
cet-15066	2	3	-	-	SYM
cet-15066	2	4	12	12	NUM
cet-15066	2	5	-	-	PUNCT
cet-15066	2	6	81206	81206	NUM
cet-15066	2	7	-	-	SYM
cet-15066	2	8	12	12	NUM
cet-15066	2	9	-	-	SYM
cet-15066	2	10	0	0	NUM
cet-15066	2	11	;	;	PUNCT
cet-15066	2	12	issn	issn	PROPN
cet-15066	2	13	2283	2283	NUM
cet-15066	2	14	-	-	SYM
cet-15066	2	15	9216	9216	NUM
cet-15066	2	16	fake	fake	ADJ
cet-15066	2	17	news	news	NOUN
cet-15066	2	18	classification	classification	NOUN
cet-15066	2	19	on	on	ADP
cet-15066	2	20	social	social	ADJ
cet-15066	2	21	media	medium	NOUN
cet-15066	2	22	in	in	ADP
cet-15066	2	23	the	the	DET
cet-15066	2	24	field	field	NOUN
cet-15066	2	25	of	of	ADP
cet-15066	2	26	environmental	environmental	ADJ
cet-15066	2	27	engineering	engineering	NOUN
cet-15066	2	28	richárd	richárd	PROPN
cet-15066	2	29	németh	németh	PROPN
cet-15066	2	30	,	,	PUNCT
cet-15066	2	31	ferenc	ferenc	PROPN
cet-15066	2	32	erdős	erdős	PROPN
cet-15066	2	33	*	*	PROPN
cet-15066	2	34	,	,	PUNCT
cet-15066	2	35	katalin	katalin	PROPN
cet-15066	2	36	kovács	kovács	PROPN
cet-15066	2	37	széchenyi	széchenyi	PROPN
cet-15066	2	38	istván	istván	PROPN
cet-15066	2	39	university	university	PROPN
cet-15066	2	40	,	,	PUNCT
cet-15066	2	41	department	department	NOUN
cet-15066	2	42	of	of	ADP
cet-15066	2	43	informatics	informatics	PROPN
cet-15066	2	44	,	,	PUNCT
cet-15066	2	45	h-9026	h-9026	PROPN
cet-15066	2	46	győr	győr	PROPN
cet-15066	2	47	.	.	PUNCT
cet-15066	3	1	egyetem	egyetem	PROPN
cet-15066	3	2	sq	sq	PROPN
cet-15066	4	1	.	.	PROPN
cet-15066	4	2	1	1	NUM
cet-15066	4	3	.	.	PUNCT
cet-15066	5	1	erdosf@sze.hu	erdosf@sze.hu	PROPN
cet-15066	5	2	environmental	environmental	ADJ
cet-15066	5	3	engineering	engineering	NOUN
cet-15066	5	4	plays	play	VERB
cet-15066	5	5	a	a	DET
cet-15066	5	6	crucial	crucial	ADJ
cet-15066	5	7	role	role	NOUN
cet-15066	5	8	in	in	ADP
cet-15066	5	9	addressing	address	VERB
cet-15066	5	10	the	the	DET
cet-15066	5	11	sustainability	sustainability	NOUN
cet-15066	5	12	challenges	challenge	NOUN
cet-15066	5	13	of	of	ADP
cet-15066	5	14	the	the	DET
cet-15066	5	15	environment	environment	NOUN
cet-15066	5	16	and	and	CCONJ
cet-15066	5	17	everyday	everyday	ADJ
cet-15066	5	18	life	life	NOUN
cet-15066	5	19	.	.	PUNCT
cet-15066	6	1	these	these	DET
cet-15066	6	2	areas	area	NOUN
cet-15066	6	3	cover	cover	VERB
cet-15066	6	4	a	a	DET
cet-15066	6	5	wide	wide	ADJ
cet-15066	6	6	range	range	NOUN
cet-15066	6	7	of	of	ADP
cet-15066	6	8	aspects	aspect	NOUN
cet-15066	6	9	,	,	PUNCT
cet-15066	6	10	from	from	ADP
cet-15066	6	11	environmental	environmental	ADJ
cet-15066	6	12	impacts	impact	NOUN
cet-15066	6	13	,	,	PUNCT
cet-15066	6	14	efficient	efficient	ADJ
cet-15066	6	15	use	use	NOUN
cet-15066	6	16	of	of	ADP
cet-15066	6	17	natural	natural	ADJ
cet-15066	6	18	resources	resource	NOUN
cet-15066	6	19	,	,	PUNCT
cet-15066	6	20	waste	waste	NOUN
cet-15066	6	21	management	management	NOUN
cet-15066	6	22	and	and	CCONJ
cet-15066	6	23	recycling	recycling	NOUN
cet-15066	6	24	,	,	PUNCT
cet-15066	6	25	and	and	CCONJ
cet-15066	6	26	improving	improve	VERB
cet-15066	6	27	air	air	NOUN
cet-15066	6	28	and	and	CCONJ
cet-15066	6	29	water	water	NOUN
cet-15066	6	30	quality	quality	NOUN
cet-15066	6	31	to	to	ADP
cet-15066	6	32	preventing	prevent	VERB
cet-15066	6	33	,	,	PUNCT
cet-15066	6	34	managing	manage	VERB
cet-15066	6	35	and	and	CCONJ
cet-15066	6	36	mitigating	mitigate	VERB
cet-15066	6	37	environmental	environmental	ADJ
cet-15066	6	38	hazards	hazard	NOUN
cet-15066	6	39	and	and	CCONJ
cet-15066	6	40	disasters	disaster	NOUN
cet-15066	6	41	.	.	PUNCT
cet-15066	7	1	for	for	ADP
cet-15066	7	2	example	example	NOUN
cet-15066	7	3	,	,	PUNCT
cet-15066	7	4	climate	climate	NOUN
cet-15066	7	5	change	change	NOUN
cet-15066	7	6	,	,	PUNCT
cet-15066	7	7	global	global	ADJ
cet-15066	7	8	warming	warming	NOUN
cet-15066	7	9	,	,	PUNCT
cet-15066	7	10	pollutant	pollutant	ADJ
cet-15066	7	11	emissions	emission	NOUN
cet-15066	7	12	,	,	PUNCT
cet-15066	7	13	etc	etc	X
cet-15066	7	14	.	.	X
cet-15066	7	15	,	,	PUNCT
cet-15066	7	16	are	be	AUX
cet-15066	7	17	frequently	frequently	ADV
cet-15066	7	18	discussed	discuss	VERB
cet-15066	7	19	on	on	ADP
cet-15066	7	20	social	social	ADJ
cet-15066	7	21	media	medium	NOUN
cet-15066	7	22	.	.	PUNCT
cet-15066	8	1	unfortunately	unfortunately	ADV
cet-15066	8	2	,	,	PUNCT
cet-15066	8	3	however	however	ADV
cet-15066	8	4	,	,	PUNCT
cet-15066	8	5	these	these	DET
cet-15066	8	6	platforms	platform	NOUN
cet-15066	8	7	,	,	PUNCT
cet-15066	8	8	as	as	ADP
cet-15066	8	9	the	the	DET
cet-15066	8	10	primary	primary	ADJ
cet-15066	8	11	means	mean	NOUN
cet-15066	8	12	of	of	ADP
cet-15066	8	13	mass	mass	ADJ
cet-15066	8	14	information	information	NOUN
cet-15066	8	15	,	,	PUNCT
cet-15066	8	16	provide	provide	VERB
cet-15066	8	17	scope	scope	NOUN
cet-15066	8	18	for	for	ADP
cet-15066	8	19	misinformation	misinformation	NOUN
cet-15066	8	20	,	,	PUNCT
cet-15066	8	21	manipulation	manipulation	NOUN
cet-15066	8	22	and	and	CCONJ
cet-15066	8	23	influencing	influence	VERB
cet-15066	8	24	opinions	opinion	NOUN
cet-15066	8	25	through	through	ADP
cet-15066	8	26	dubious	dubious	ADJ
cet-15066	8	27	or	or	CCONJ
cet-15066	8	28	outright	outright	ADJ
cet-15066	8	29	fake	fake	ADJ
cet-15066	8	30	news	news	NOUN
cet-15066	8	31	and	and	CCONJ
cet-15066	8	32	posts	post	NOUN
cet-15066	8	33	.	.	PUNCT
cet-15066	9	1	despite	despite	SCONJ
cet-15066	9	2	the	the	DET
cet-15066	9	3	prevalence	prevalence	NOUN
cet-15066	9	4	and	and	CCONJ
cet-15066	9	5	growing	grow	VERB
cet-15066	9	6	volume	volume	NOUN
cet-15066	9	7	of	of	ADP
cet-15066	9	8	research	research	NOUN
cet-15066	9	9	on	on	ADP
cet-15066	9	10	detecting	detect	VERB
cet-15066	9	11	fake	fake	ADJ
cet-15066	9	12	news	news	NOUN
cet-15066	9	13	,	,	PUNCT
cet-15066	9	14	there	there	PRON
cet-15066	9	15	is	be	VERB
cet-15066	9	16	a	a	DET
cet-15066	9	17	significant	significant	ADJ
cet-15066	9	18	lack	lack	NOUN
cet-15066	9	19	of	of	ADP
cet-15066	9	20	quality	quality	NOUN
cet-15066	9	21	publications	publication	NOUN
cet-15066	9	22	focusing	focus	VERB
cet-15066	9	23	specifically	specifically	ADV
cet-15066	9	24	on	on	ADP
cet-15066	9	25	this	this	DET
cet-15066	9	26	environmental	environmental	ADJ
cet-15066	9	27	engineering	engineering	NOUN
cet-15066	9	28	-	-	PUNCT
cet-15066	9	29	related	relate	VERB
cet-15066	9	30	area	area	NOUN
cet-15066	9	31	.	.	PUNCT
cet-15066	10	1	in	in	ADP
cet-15066	10	2	this	this	DET
cet-15066	10	3	paper	paper	NOUN
cet-15066	10	4	,	,	PUNCT
cet-15066	10	5	the	the	DET
cet-15066	10	6	authors	author	NOUN
cet-15066	10	7	aim	aim	VERB
cet-15066	10	8	to	to	PART
cet-15066	10	9	bridge	bridge	VERB
cet-15066	10	10	this	this	DET
cet-15066	10	11	gap	gap	NOUN
cet-15066	10	12	by	by	ADP
cet-15066	10	13	developing	develop	VERB
cet-15066	10	14	a	a	DET
cet-15066	10	15	supervised	supervised	ADJ
cet-15066	10	16	machinelearning	machinelearning	NOUN
cet-15066	10	17	model	model	NOUN
cet-15066	10	18	for	for	ADP
cet-15066	10	19	detecting	detect	VERB
cet-15066	10	20	fake	fake	ADJ
cet-15066	10	21	news	news	NOUN
cet-15066	10	22	in	in	ADP
cet-15066	10	23	this	this	DET
cet-15066	10	24	field	field	NOUN
cet-15066	10	25	of	of	ADP
cet-15066	10	26	science	science	NOUN
cet-15066	10	27	.	.	PUNCT
cet-15066	11	1	to	to	PART
cet-15066	11	2	build	build	VERB
cet-15066	11	3	a	a	DET
cet-15066	11	4	robust	robust	ADJ
cet-15066	11	5	model	model	NOUN
cet-15066	11	6	,	,	PUNCT
cet-15066	11	7	a	a	DET
cet-15066	11	8	training	training	NOUN
cet-15066	11	9	dataset	dataset	NOUN
cet-15066	11	10	was	be	AUX
cet-15066	11	11	constructed	construct	VERB
cet-15066	11	12	by	by	ADP
cet-15066	11	13	using	use	VERB
cet-15066	11	14	a	a	DET
cet-15066	11	15	specific	specific	ADJ
cet-15066	11	16	dataset	dataset	NOUN
cet-15066	11	17	of	of	ADP
cet-15066	11	18	labelled	label	VERB
cet-15066	11	19	social	social	ADJ
cet-15066	11	20	media	medium	NOUN
cet-15066	11	21	posts	post	NOUN
cet-15066	11	22	containing	contain	VERB
cet-15066	11	23	keywords	keyword	NOUN
cet-15066	11	24	from	from	ADP
cet-15066	11	25	chemical	chemical	ADJ
cet-15066	11	26	engineering	engineering	NOUN
cet-15066	11	27	transactions	transaction	NOUN
cet-15066	11	28	journal	journal	NOUN
cet-15066	11	29	articles	article	NOUN
cet-15066	11	30	,	,	PUNCT
cet-15066	11	31	with	with	ADP
cet-15066	11	32	a	a	DET
cet-15066	11	33	particular	particular	ADJ
cet-15066	11	34	focus	focus	NOUN
cet-15066	11	35	on	on	ADP
cet-15066	11	36	sustainability	sustainability	NOUN
cet-15066	11	37	and	and	CCONJ
cet-15066	11	38	environmental	environmental	ADJ
cet-15066	11	39	aspects	aspect	NOUN
cet-15066	11	40	.	.	PUNCT
cet-15066	12	1	this	this	DET
cet-15066	12	2	research	research	NOUN
cet-15066	12	3	contributes	contribute	VERB
cet-15066	12	4	to	to	ADP
cet-15066	12	5	enhancing	enhance	VERB
cet-15066	12	6	the	the	DET
cet-15066	12	7	integrity	integrity	NOUN
cet-15066	12	8	of	of	ADP
cet-15066	12	9	environmental	environmental	ADJ
cet-15066	12	10	engineering	engineering	NOUN
cet-15066	12	11	in	in	ADP
cet-15066	12	12	social	social	ADJ
cet-15066	12	13	media	medium	NOUN
cet-15066	12	14	discourse	discourse	NOUN
cet-15066	12	15	by	by	ADP
cet-15066	12	16	providing	provide	VERB
cet-15066	12	17	a	a	DET
cet-15066	12	18	tool	tool	NOUN
cet-15066	12	19	for	for	ADP
cet-15066	12	20	identifying	identify	VERB
cet-15066	12	21	and	and	CCONJ
cet-15066	12	22	mitigating	mitigate	VERB
cet-15066	12	23	the	the	DET
cet-15066	12	24	spread	spread	NOUN
cet-15066	12	25	of	of	ADP
cet-15066	12	26	misinformation	misinformation	NOUN
cet-15066	12	27	,	,	PUNCT
cet-15066	12	28	promoting	promote	VERB
cet-15066	12	29	informed	informed	ADJ
cet-15066	12	30	decision	decision	NOUN
cet-15066	12	31	-	-	PUNCT
cet-15066	12	32	making	making	NOUN
cet-15066	12	33	and	and	CCONJ
cet-15066	12	34	critical	critical	ADJ
cet-15066	12	35	thinking	thinking	NOUN
cet-15066	12	36	,	,	PUNCT
cet-15066	12	37	and	and	CCONJ
cet-15066	12	38	improving	improve	VERB
cet-15066	12	39	public	public	ADJ
cet-15066	12	40	awareness	awareness	NOUN
cet-15066	12	41	of	of	ADP
cet-15066	12	42	environmental	environmental	ADJ
cet-15066	12	43	matters	matter	NOUN
cet-15066	12	44	.	.	PUNCT
cet-15066	13	1	1	1	X
cet-15066	13	2	.	.	X
cet-15066	13	3	introduction	introduction	NOUN
cet-15066	13	4	the	the	DET
cet-15066	13	5	impact	impact	NOUN
cet-15066	13	6	of	of	ADP
cet-15066	13	7	misinformation	misinformation	NOUN
cet-15066	13	8	and	and	CCONJ
cet-15066	13	9	disinformation	disinformation	NOUN
cet-15066	13	10	in	in	ADP
cet-15066	13	11	the	the	DET
cet-15066	13	12	field	field	NOUN
cet-15066	13	13	of	of	ADP
cet-15066	13	14	environmental	environmental	ADJ
cet-15066	13	15	engineering	engineering	NOUN
cet-15066	13	16	should	should	AUX
cet-15066	13	17	not	not	PART
cet-15066	13	18	be	be	AUX
cet-15066	13	19	underestimated	underestimate	VERB
cet-15066	13	20	.	.	PUNCT
cet-15066	14	1	fake	fake	ADJ
cet-15066	14	2	news	news	NOUN
cet-15066	14	3	about	about	ADP
cet-15066	14	4	the	the	DET
cet-15066	14	5	environment	environment	NOUN
cet-15066	14	6	,	,	PUNCT
cet-15066	14	7	wellbeing	wellbee	VERB
cet-15066	14	8	and	and	CCONJ
cet-15066	14	9	health	health	NOUN
cet-15066	14	10	is	be	AUX
cet-15066	14	11	particularly	particularly	ADV
cet-15066	14	12	sensitive	sensitive	ADJ
cet-15066	14	13	to	to	ADP
cet-15066	14	14	the	the	DET
cet-15066	14	15	individual	individual	NOUN
cet-15066	14	16	,	,	PUNCT
cet-15066	14	17	making	make	VERB
cet-15066	14	18	it	it	PRON
cet-15066	14	19	an	an	DET
cet-15066	14	20	excellent	excellent	ADJ
cet-15066	14	21	tool	tool	NOUN
cet-15066	14	22	for	for	ADP
cet-15066	14	23	manipulating	manipulate	VERB
cet-15066	14	24	public	public	ADJ
cet-15066	14	25	opinion	opinion	NOUN
cet-15066	14	26	and	and	CCONJ
cet-15066	14	27	mobilising	mobilise	VERB
cet-15066	14	28	social	social	ADJ
cet-15066	14	29	groups	group	NOUN
cet-15066	14	30	.	.	PUNCT
cet-15066	15	1	although	although	SCONJ
cet-15066	15	2	the	the	DET
cet-15066	15	3	detection	detection	NOUN
cet-15066	15	4	of	of	ADP
cet-15066	15	5	fake	fake	ADJ
cet-15066	15	6	news	news	NOUN
cet-15066	15	7	and	and	CCONJ
cet-15066	15	8	the	the	DET
cet-15066	15	9	development	development	NOUN
cet-15066	15	10	of	of	ADP
cet-15066	15	11	prevention	prevention	NOUN
cet-15066	15	12	are	be	AUX
cet-15066	15	13	frequently	frequently	ADV
cet-15066	15	14	researched	research	VERB
cet-15066	15	15	areas	area	NOUN
cet-15066	15	16	today	today	NOUN
cet-15066	15	17	,	,	PUNCT
cet-15066	15	18	there	there	PRON
cet-15066	15	19	is	be	VERB
cet-15066	15	20	not	not	PART
cet-15066	15	21	much	much	ADJ
cet-15066	15	22	research	research	NOUN
cet-15066	15	23	in	in	ADP
cet-15066	15	24	the	the	DET
cet-15066	15	25	literature	literature	NOUN
cet-15066	15	26	focusing	focus	VERB
cet-15066	15	27	specifically	specifically	ADV
cet-15066	15	28	on	on	ADP
cet-15066	15	29	this	this	PRON
cet-15066	15	30	.	.	PUNCT
cet-15066	16	1	in	in	ADP
cet-15066	16	2	this	this	DET
cet-15066	16	3	research	research	NOUN
cet-15066	16	4	,	,	PUNCT
cet-15066	16	5	the	the	DET
cet-15066	16	6	authors	author	NOUN
cet-15066	16	7	reviewed	review	VERB
cet-15066	16	8	more	more	ADJ
cet-15066	16	9	than	than	ADP
cet-15066	16	10	1500	1500	NUM
cet-15066	16	11	articles	article	NOUN
cet-15066	16	12	from	from	ADP
cet-15066	16	13	chemical	chemical	ADJ
cet-15066	16	14	engineering	engineering	NOUN
cet-15066	16	15	transactions	transaction	NOUN
cet-15066	16	16	,	,	PUNCT
cet-15066	16	17	resulting	result	VERB
cet-15066	16	18	in	in	ADP
cet-15066	16	19	a	a	DET
cet-15066	16	20	50	50	NUM
cet-15066	16	21	-	-	PUNCT
cet-15066	16	22	word	word	NOUN
cet-15066	16	23	keyword	keyword	NOUN
cet-15066	16	24	list	list	NOUN
cet-15066	16	25	on	on	ADP
cet-15066	16	26	environmental	environmental	ADJ
cet-15066	16	27	engineering	engineering	NOUN
cet-15066	16	28	.	.	PUNCT
cet-15066	17	1	this	this	DET
cet-15066	17	2	list	list	NOUN
cet-15066	17	3	was	be	AUX
cet-15066	17	4	applied	apply	VERB
cet-15066	17	5	to	to	ADP
cet-15066	17	6	the	the	DET
cet-15066	17	7	tagged	tag	VERB
cet-15066	17	8	true	true	ADJ
cet-15066	17	9	and	and	CCONJ
cet-15066	17	10	false	false	ADJ
cet-15066	17	11	news	news	NOUN
cet-15066	17	12	data	datum	NOUN
cet-15066	17	13	downloaded	download	VERB
cet-15066	17	14	from	from	ADP
cet-15066	17	15	kaggle	kaggle	PROPN
cet-15066	17	16	(	(	PUNCT
cet-15066	17	17	subhadeep	subhadeep	NOUN
cet-15066	17	18	,	,	PUNCT
cet-15066	17	19	2022	2022	NUM
cet-15066	17	20	)	)	PUNCT
cet-15066	17	21	,	,	PUNCT
cet-15066	17	22	resulting	result	VERB
cet-15066	17	23	in	in	ADP
cet-15066	17	24	a	a	DET
cet-15066	17	25	dataset	dataset	NOUN
cet-15066	17	26	containing	contain	VERB
cet-15066	17	27	entries	entry	NOUN
cet-15066	17	28	on	on	ADP
cet-15066	17	29	the	the	DET
cet-15066	17	30	topic	topic	NOUN
cet-15066	17	31	.	.	PUNCT
cet-15066	18	1	the	the	DET
cet-15066	18	2	work	work	NOUN
cet-15066	18	3	aims	aim	VERB
cet-15066	18	4	to	to	PART
cet-15066	18	5	perform	perform	VERB
cet-15066	18	6	a	a	DET
cet-15066	18	7	comparative	comparative	ADJ
cet-15066	18	8	analysis	analysis	NOUN
cet-15066	18	9	by	by	ADP
cet-15066	18	10	combining	combine	VERB
cet-15066	18	11	task	task	NOUN
cet-15066	18	12	-	-	PUNCT
cet-15066	18	13	appropriate	appropriate	ADJ
cet-15066	18	14	learning	learning	NOUN
cet-15066	18	15	methods	method	NOUN
cet-15066	18	16	,	,	PUNCT
cet-15066	18	17	machine	machine	NOUN
cet-15066	18	18	learning	learning	NOUN
cet-15066	18	19	(	(	PUNCT
cet-15066	18	20	ml	ml	NOUN
cet-15066	18	21	)	)	PUNCT
cet-15066	18	22	algorithms	algorithm	NOUN
cet-15066	18	23	and	and	CCONJ
cet-15066	18	24	good	good	ADJ
cet-15066	18	25	practices	practice	NOUN
cet-15066	18	26	,	,	PUNCT
cet-15066	18	27	using	use	VERB
cet-15066	18	28	different	different	ADJ
cet-15066	18	29	methods	method	NOUN
cet-15066	18	30	of	of	ADP
cet-15066	18	31	data	datum	NOUN
cet-15066	18	32	cleaning	cleaning	NOUN
cet-15066	18	33	,	,	PUNCT
cet-15066	18	34	text	text	NOUN
cet-15066	18	35	processing	processing	NOUN
cet-15066	18	36	,	,	PUNCT
cet-15066	18	37	text	text	NOUN
cet-15066	18	38	analysis	analysis	NOUN
cet-15066	18	39	and	and	CCONJ
cet-15066	18	40	hyperparameter	hyperparameter	NOUN
cet-15066	18	41	optimization	optimization	NOUN
cet-15066	18	42	,	,	PUNCT
cet-15066	18	43	resulting	result	VERB
cet-15066	18	44	in	in	ADP
cet-15066	18	45	a	a	DET
cet-15066	18	46	clear	clear	ADJ
cet-15066	18	47	identification	identification	NOUN
cet-15066	18	48	of	of	ADP
cet-15066	18	49	the	the	DET
cet-15066	18	50	most	most	ADV
cet-15066	18	51	suitable	suitable	ADJ
cet-15066	18	52	methodology	methodology	NOUN
cet-15066	18	53	for	for	ADP
cet-15066	18	54	classifying	classify	VERB
cet-15066	18	55	fake	fake	ADJ
cet-15066	18	56	news	news	NOUN
cet-15066	18	57	in	in	ADP
cet-15066	18	58	the	the	DET
cet-15066	18	59	domain	domain	NOUN
cet-15066	18	60	in	in	ADP
cet-15066	18	61	terms	term	NOUN
cet-15066	18	62	of	of	ADP
cet-15066	18	63	performance	performance	NOUN
cet-15066	18	64	and	and	CCONJ
cet-15066	18	65	efficiency	efficiency	NOUN
cet-15066	18	66	.	.	PUNCT
cet-15066	19	1	the	the	DET
cet-15066	19	2	primary	primary	ADJ
cet-15066	19	3	measure	measure	NOUN
cet-15066	19	4	of	of	ADP
cet-15066	19	5	evaluation	evaluation	NOUN
cet-15066	19	6	is	be	AUX
cet-15066	19	7	the	the	DET
cet-15066	19	8	accuracy	accuracy	NOUN
cet-15066	19	9	of	of	ADP
cet-15066	19	10	prediction	prediction	NOUN
cet-15066	19	11	,	,	PUNCT
cet-15066	19	12	but	but	CCONJ
cet-15066	19	13	comparisons	comparison	NOUN
cet-15066	19	14	are	be	AUX
cet-15066	19	15	also	also	ADV
cet-15066	19	16	made	make	VERB
cet-15066	19	17	using	use	VERB
cet-15066	19	18	other	other	ADJ
cet-15066	19	19	mathematical	mathematical	ADJ
cet-15066	19	20	-	-	PUNCT
cet-15066	19	21	statistical	statistical	ADJ
cet-15066	19	22	metrics	metric	NOUN
cet-15066	19	23	like	like	ADP
cet-15066	19	24	precision	precision	NOUN
cet-15066	19	25	,	,	PUNCT
cet-15066	19	26	recall	recall	NOUN
cet-15066	19	27	,	,	PUNCT
cet-15066	19	28	f1	f1	NOUN
cet-15066	19	29	score	score	NOUN
cet-15066	19	30	and	and	CCONJ
cet-15066	19	31	so	so	ADV
cet-15066	19	32	on	on	ADV
cet-15066	19	33	.	.	PUNCT
cet-15066	20	1	2	2	X
cet-15066	20	2	.	.	X
cet-15066	20	3	artificial	artificial	ADJ
cet-15066	20	4	intelligence	intelligence	NOUN
cet-15066	20	5	–	–	PUNCT
cet-15066	20	6	history	history	NOUN
cet-15066	20	7	,	,	PUNCT
cet-15066	20	8	models	model	NOUN
cet-15066	20	9	and	and	CCONJ
cet-15066	20	10	algorithms	algorithm	VERB
cet-15066	20	11	2.1	2.1	NUM
cet-15066	20	12	the	the	DET
cet-15066	20	13	spread	spread	NOUN
cet-15066	20	14	of	of	ADP
cet-15066	20	15	artificial	artificial	ADJ
cet-15066	20	16	intelligence	intelligence	NOUN
cet-15066	20	17	and	and	CCONJ
cet-15066	20	18	its	its	PRON
cet-15066	20	19	milestones	milestone	NOUN
cet-15066	20	20	the	the	DET
cet-15066	20	21	best	well	ADV
cet-15066	20	22	-	-	PUNCT
cet-15066	20	23	known	know	VERB
cet-15066	20	24	and	and	CCONJ
cet-15066	20	25	most	most	ADV
cet-15066	20	26	-	-	PUNCT
cet-15066	20	27	cited	cite	VERB
cet-15066	20	28	definition	definition	NOUN
cet-15066	20	29	of	of	ADP
cet-15066	20	30	artificial	artificial	ADJ
cet-15066	20	31	intelligence	intelligence	NOUN
cet-15066	20	32	(	(	PUNCT
cet-15066	20	33	ai	ai	NOUN
cet-15066	20	34	)	)	PUNCT
cet-15066	20	35	is	be	AUX
cet-15066	20	36	that	that	PRON
cet-15066	20	37	of	of	ADP
cet-15066	20	38	ai	ai	PROPN
cet-15066	20	39	researcher	researcher	PROPN
cet-15066	20	40	demis	demis	PROPN
cet-15066	20	41	hassabis	hassabis	PRON
cet-15066	20	42	,	,	PUNCT
cet-15066	20	43	who	who	PRON
cet-15066	20	44	describes	describe	VERB
cet-15066	20	45	ai	ai	VERB
cet-15066	20	46	as	as	ADP
cet-15066	20	47	„	„	PUNCT
cet-15066	20	48	a	a	DET
cet-15066	20	49	science	science	NOUN
cet-15066	20	50	of	of	ADP
cet-15066	20	51	making	make	VERB
cet-15066	20	52	machines	machine	NOUN
cet-15066	20	53	smart	smart	ADJ
cet-15066	20	54	”	"	PUNCT
cet-15066	20	55	(	(	PUNCT
cet-15066	20	56	hassabis	hassabis	INTJ
cet-15066	20	57	,	,	PUNCT
cet-15066	20	58	2017	2017	NUM
cet-15066	20	59	)	)	PUNCT
cet-15066	20	60	.	.	PUNCT
cet-15066	21	1	according	accord	VERB
cet-15066	21	2	to	to	ADP
cet-15066	21	3	andrew	andrew	PROPN
cet-15066	21	4	ng	ng	PROPN
cet-15066	21	5	,	,	PUNCT
cet-15066	21	6	founder	founder	NOUN
cet-15066	21	7	of	of	ADP
cet-15066	21	8	deeplearning.ai	deeplearning.ai	PROPN
cet-15066	21	9	,	,	PUNCT
cet-15066	21	10	„	„	PUNCT
cet-15066	21	11	artificial	artificial	ADJ
cet-15066	21	12	intelligence	intelligence	NOUN
cet-15066	21	13	is	be	AUX
cet-15066	21	14	the	the	DET
cet-15066	21	15	new	new	ADJ
cet-15066	21	16	electricity	electricity	NOUN
cet-15066	21	17	”	"	PUNCT
cet-15066	21	18	of	of	ADP
cet-15066	21	19	our	our	PRON
cet-15066	21	20	time	time	NOUN
cet-15066	21	21	(	(	PUNCT
cet-15066	21	22	mühlhoff	mühlhoff	NOUN
cet-15066	21	23	,	,	PUNCT
cet-15066	21	24	2019	2019	NUM
cet-15066	21	25	)	)	PUNCT
cet-15066	21	26	.	.	PUNCT
cet-15066	22	1	from	from	ADP
cet-15066	22	2	a	a	DET
cet-15066	22	3	computer	computer	NOUN
cet-15066	22	4	science	science	NOUN
cet-15066	22	5	perspective	perspective	NOUN
cet-15066	22	6	,	,	PUNCT
cet-15066	22	7	ai	ai	VERB
cet-15066	22	8	is	be	AUX
cet-15066	22	9	an	an	DET
cet-15066	22	10	emerging	emerge	VERB
cet-15066	22	11	technology	technology	NOUN
cet-15066	22	12	that	that	PRON
cet-15066	22	13	uses	use	VERB
cet-15066	22	14	machines	machine	NOUN
cet-15066	22	15	to	to	PART
cet-15066	22	16	simulate	simulate	VERB
cet-15066	22	17	human	human	ADJ
cet-15066	22	18	intelligence	intelligence	NOUN
cet-15066	22	19	961	961	NUM
cet-15066	22	20	(	(	PUNCT
cet-15066	22	21	investopedia	investopedia	PROPN
cet-15066	22	22	,	,	PUNCT
cet-15066	22	23	2024	2024	NUM
cet-15066	22	24	)	)	PUNCT
cet-15066	22	25	.	.	PUNCT
cet-15066	23	1	whichever	whichever	DET
cet-15066	23	2	way	way	NOUN
cet-15066	23	3	you	you	PRON
cet-15066	23	4	approach	approach	VERB
cet-15066	23	5	the	the	DET
cet-15066	23	6	question	question	NOUN
cet-15066	23	7	,	,	PUNCT
cet-15066	23	8	it	it	PRON
cet-15066	23	9	is	be	AUX
cet-15066	23	10	undeniable	undeniable	ADJ
cet-15066	23	11	that	that	SCONJ
cet-15066	23	12	ai	ai	VERB
cet-15066	23	13	is	be	AUX
cet-15066	23	14	here	here	ADV
cet-15066	23	15	with	with	ADP
cet-15066	23	16	us	we	PRON
cet-15066	23	17	.	.	PUNCT
cet-15066	24	1	but	but	CCONJ
cet-15066	24	2	what	what	DET
cet-15066	24	3	events	event	NOUN
cet-15066	24	4	shaped	shape	VERB
cet-15066	24	5	it	it	PRON
cet-15066	24	6	into	into	ADP
cet-15066	24	7	what	what	PRON
cet-15066	24	8	we	we	PRON
cet-15066	24	9	know	know	VERB
cet-15066	24	10	today	today	NOUN
cet-15066	24	11	?	?	PUNCT
cet-15066	25	1	the	the	DET
cet-15066	25	2	first	first	ADJ
cet-15066	25	3	step	step	NOUN
cet-15066	25	4	on	on	ADP
cet-15066	25	5	the	the	DET
cet-15066	25	6	long	long	ADJ
cet-15066	25	7	road	road	NOUN
cet-15066	25	8	to	to	ADP
cet-15066	25	9	artificial	artificial	ADJ
cet-15066	25	10	intelligence	intelligence	NOUN
cet-15066	25	11	is	be	AUX
cet-15066	25	12	usually	usually	ADV
cet-15066	25	13	identified	identify	VERB
cet-15066	25	14	as	as	ADP
cet-15066	25	15	huxley	huxley	PROPN
cet-15066	25	16	's	's	PART
cet-15066	25	17	neuron	neuron	PROPN
cet-15066	25	18	model	model	NOUN
cet-15066	25	19	.	.	PUNCT
cet-15066	26	1	it	it	PRON
cet-15066	26	2	is	be	AUX
cet-15066	26	3	also	also	ADV
cet-15066	26	4	worth	worth	ADJ
cet-15066	26	5	mentioning	mention	VERB
cet-15066	26	6	the	the	DET
cet-15066	26	7	first	first	ADJ
cet-15066	26	8	experiment	experiment	NOUN
cet-15066	26	9	to	to	PART
cet-15066	26	10	determine	determine	VERB
cet-15066	26	11	whether	whether	SCONJ
cet-15066	26	12	a	a	DET
cet-15066	26	13	machine	machine	NOUN
cet-15066	26	14	can	can	AUX
cet-15066	26	15	give	give	VERB
cet-15066	26	16	human	human	ADJ
cet-15066	26	17	responses	response	NOUN
cet-15066	26	18	,	,	PUNCT
cet-15066	26	19	the	the	DET
cet-15066	26	20	so	so	ADV
cet-15066	26	21	-	-	PUNCT
cet-15066	26	22	called	call	VERB
cet-15066	26	23	turing	ture	VERB
cet-15066	26	24	test	test	NOUN
cet-15066	26	25	(	(	PUNCT
cet-15066	26	26	saygin	saygin	VERB
cet-15066	26	27	et	et	PROPN
cet-15066	26	28	al	al	PROPN
cet-15066	26	29	.	.	PROPN
cet-15066	26	30	,	,	PUNCT
cet-15066	26	31	2000	2000	NUM
cet-15066	26	32	)	)	PUNCT
cet-15066	26	33	.	.	PUNCT
cet-15066	27	1	the	the	DET
cet-15066	27	2	beginning	beginning	NOUN
cet-15066	27	3	of	of	ADP
cet-15066	27	4	ai	ai	VERB
cet-15066	27	5	research	research	NOUN
cet-15066	27	6	goes	go	VERB
cet-15066	27	7	back	back	ADV
cet-15066	27	8	to	to	ADP
cet-15066	27	9	john	john	PROPN
cet-15066	27	10	mccarthy	mccarthy	PROPN
cet-15066	27	11	,	,	PUNCT
cet-15066	27	12	who	who	PRON
cet-15066	27	13	came	come	VERB
cet-15066	27	14	up	up	ADP
cet-15066	27	15	with	with	ADP
cet-15066	27	16	the	the	DET
cet-15066	27	17	new	new	ADJ
cet-15066	27	18	name	name	NOUN
cet-15066	27	19	in	in	ADP
cet-15066	27	20	1956	1956	NUM
cet-15066	27	21	on	on	ADP
cet-15066	27	22	the	the	DET
cet-15066	27	23	campus	campus	NOUN
cet-15066	27	24	of	of	ADP
cet-15066	27	25	dartmouth	dartmouth	PROPN
cet-15066	27	26	college	college	PROPN
cet-15066	27	27	.	.	PUNCT
cet-15066	28	1	the	the	DET
cet-15066	28	2	basic	basic	ADJ
cet-15066	28	3	model	model	NOUN
cet-15066	28	4	for	for	ADP
cet-15066	28	5	artificial	artificial	ADJ
cet-15066	28	6	neurons	neuron	NOUN
cet-15066	28	7	is	be	AUX
cet-15066	28	8	rosenblatt	rosenblatt	PROPN
cet-15066	28	9	's	's	PART
cet-15066	28	10	elementary	elementary	PROPN
cet-15066	28	11	perceptron	perceptron	PROPN
cet-15066	28	12	,	,	PUNCT
cet-15066	28	13	introduced	introduce	VERB
cet-15066	28	14	in	in	ADP
cet-15066	28	15	1957	1957	NUM
cet-15066	28	16	.	.	PUNCT
cet-15066	29	1	the	the	DET
cet-15066	29	2	field	field	NOUN
cet-15066	29	3	's	's	PART
cet-15066	29	4	first	first	ADJ
cet-15066	29	5	comprehensive	comprehensive	ADJ
cet-15066	29	6	description	description	NOUN
cet-15066	29	7	of	of	ADP
cet-15066	29	8	the	the	DET
cet-15066	29	9	basic	basic	ADJ
cet-15066	29	10	problems	problem	NOUN
cet-15066	29	11	and	and	CCONJ
cet-15066	29	12	the	the	DET
cet-15066	29	13	search	search	NOUN
cet-15066	29	14	for	for	ADP
cet-15066	29	15	a	a	DET
cet-15066	29	16	way	way	NOUN
cet-15066	29	17	forward	forward	ADV
cet-15066	29	18	was	be	AUX
cet-15066	29	19	written	write	VERB
cet-15066	29	20	by	by	ADP
cet-15066	29	21	minsky	minsky	NOUN
cet-15066	29	22	(	(	PUNCT
cet-15066	29	23	1960	1960	NUM
cet-15066	29	24	)	)	PUNCT
cet-15066	29	25	.	.	PUNCT
cet-15066	30	1	after	after	ADP
cet-15066	30	2	an	an	DET
cet-15066	30	3	initial	initial	ADJ
cet-15066	30	4	boom	boom	NOUN
cet-15066	30	5	,	,	PUNCT
cet-15066	30	6	there	there	PRON
cet-15066	30	7	was	be	VERB
cet-15066	30	8	a	a	DET
cet-15066	30	9	sharp	sharp	ADJ
cet-15066	30	10	decline	decline	NOUN
cet-15066	30	11	in	in	ADP
cet-15066	30	12	the	the	DET
cet-15066	30	13	1970s	1970	NOUN
cet-15066	30	14	and	and	CCONJ
cet-15066	30	15	1980s	1980	NOUN
cet-15066	30	16	,	,	PUNCT
cet-15066	30	17	which	which	PRON
cet-15066	30	18	is	be	AUX
cet-15066	30	19	referred	refer	VERB
cet-15066	30	20	to	to	ADP
cet-15066	30	21	in	in	ADP
cet-15066	30	22	the	the	DET
cet-15066	30	23	literature	literature	NOUN
cet-15066	30	24	as	as	ADP
cet-15066	30	25	the	the	DET
cet-15066	30	26	"	"	PUNCT
cet-15066	30	27	mi	mi	PROPN
cet-15066	30	28	winter	winter	NOUN
cet-15066	30	29	"	"	PUNCT
cet-15066	30	30	.	.	PUNCT
cet-15066	31	1	a	a	DET
cet-15066	31	2	combination	combination	NOUN
cet-15066	31	3	of	of	ADP
cet-15066	31	4	factors	factor	NOUN
cet-15066	31	5	has	have	AUX
cet-15066	31	6	led	lead	VERB
cet-15066	31	7	to	to	ADP
cet-15066	31	8	a	a	DET
cet-15066	31	9	general	general	ADJ
cet-15066	31	10	disillusionment	disillusionment	NOUN
cet-15066	31	11	with	with	ADP
cet-15066	31	12	ai	ai	PRON
cet-15066	31	13	research	research	NOUN
cet-15066	31	14	in	in	ADP
cet-15066	31	15	the	the	DET
cet-15066	31	16	scientific	scientific	ADJ
cet-15066	31	17	community	community	NOUN
cet-15066	31	18	.	.	PUNCT
cet-15066	32	1	progress	progress	NOUN
cet-15066	32	2	has	have	AUX
cet-15066	32	3	proved	prove	VERB
cet-15066	32	4	to	to	PART
cet-15066	32	5	be	be	AUX
cet-15066	32	6	too	too	ADV
cet-15066	32	7	slow	slow	ADJ
cet-15066	32	8	and	and	CCONJ
cet-15066	32	9	cumbersome	cumbersome	ADJ
cet-15066	32	10	compared	compare	VERB
cet-15066	32	11	to	to	ADP
cet-15066	32	12	expectations	expectation	NOUN
cet-15066	32	13	,	,	PUNCT
cet-15066	32	14	resulting	result	VERB
cet-15066	32	15	in	in	ADP
cet-15066	32	16	a	a	DET
cet-15066	32	17	significant	significant	ADJ
cet-15066	32	18	reduction	reduction	NOUN
cet-15066	32	19	in	in	ADP
cet-15066	32	20	funding	funding	NOUN
cet-15066	32	21	for	for	ADP
cet-15066	32	22	ai	ai	PROPN
cet-15066	32	23	research	research	NOUN
cet-15066	32	24	.	.	PUNCT
cet-15066	33	1	since	since	SCONJ
cet-15066	33	2	the	the	DET
cet-15066	33	3	1990s	1990	NOUN
cet-15066	33	4	,	,	PUNCT
cet-15066	33	5	there	there	PRON
cet-15066	33	6	has	have	AUX
cet-15066	33	7	been	be	AUX
cet-15066	33	8	a	a	DET
cet-15066	33	9	new	new	ADJ
cet-15066	33	10	explosion	explosion	NOUN
cet-15066	33	11	in	in	ADP
cet-15066	33	12	the	the	DET
cet-15066	33	13	field	field	NOUN
cet-15066	33	14	,	,	PUNCT
cet-15066	33	15	mainly	mainly	ADV
cet-15066	33	16	due	due	ADP
cet-15066	33	17	to	to	ADP
cet-15066	33	18	the	the	DET
cet-15066	33	19	spread	spread	NOUN
cet-15066	33	20	of	of	ADP
cet-15066	33	21	the	the	DET
cet-15066	33	22	internet	internet	NOUN
cet-15066	33	23	and	and	CCONJ
cet-15066	33	24	the	the	DET
cet-15066	33	25	increasing	increase	VERB
cet-15066	33	26	computing	compute	VERB
cet-15066	33	27	power	power	NOUN
cet-15066	33	28	of	of	ADP
cet-15066	33	29	hardware	hardware	NOUN
cet-15066	33	30	components	component	NOUN
cet-15066	33	31	.	.	PUNCT
cet-15066	34	1	in	in	ADP
cet-15066	34	2	the	the	DET
cet-15066	34	3	development	development	NOUN
cet-15066	34	4	of	of	ADP
cet-15066	34	5	neural	neural	ADJ
cet-15066	34	6	networks	network	NOUN
cet-15066	34	7	inspired	inspire	VERB
cet-15066	34	8	by	by	ADP
cet-15066	34	9	the	the	DET
cet-15066	34	10	human	human	ADJ
cet-15066	34	11	brain	brain	NOUN
cet-15066	34	12	,	,	PUNCT
cet-15066	34	13	it	it	PRON
cet-15066	34	14	was	be	AUX
cet-15066	34	15	recognized	recognize	VERB
cet-15066	34	16	that	that	SCONJ
cet-15066	34	17	perception	perception	NOUN
cet-15066	34	18	,	,	PUNCT
cet-15066	34	19	thought	thought	NOUN
cet-15066	34	20	and	and	CCONJ
cet-15066	34	21	action	action	NOUN
cet-15066	34	22	are	be	AUX
cet-15066	34	23	not	not	PART
cet-15066	34	24	independent	independent	ADJ
cet-15066	34	25	of	of	ADP
cet-15066	34	26	each	each	DET
cet-15066	34	27	other	other	ADJ
cet-15066	34	28	.	.	PUNCT
cet-15066	35	1	the	the	DET
cet-15066	35	2	backpropagation	backpropagation	NOUN
cet-15066	35	3	algorithm	algorithm	NOUN
cet-15066	35	4	,	,	PUNCT
cet-15066	35	5	published	publish	VERB
cet-15066	35	6	in	in	ADP
cet-15066	35	7	1989	1989	NUM
cet-15066	35	8	,	,	PUNCT
cet-15066	35	9	offered	offer	VERB
cet-15066	35	10	an	an	DET
cet-15066	35	11	efficient	efficient	ADJ
cet-15066	35	12	way	way	NOUN
cet-15066	35	13	to	to	PART
cet-15066	35	14	train	train	VERB
cet-15066	35	15	complex	complex	ADJ
cet-15066	35	16	,	,	PUNCT
cet-15066	35	17	multi	multi	ADJ
cet-15066	35	18	-	-	ADJ
cet-15066	35	19	layered	layered	ADJ
cet-15066	35	20	networks	network	NOUN
cet-15066	35	21	and	and	CCONJ
cet-15066	35	22	minimize	minimize	VERB
cet-15066	35	23	errors	error	NOUN
cet-15066	35	24	in	in	ADP
cet-15066	35	25	the	the	DET
cet-15066	35	26	output	output	NOUN
cet-15066	35	27	,	,	PUNCT
cet-15066	35	28	enabling	enable	VERB
cet-15066	35	29	the	the	DET
cet-15066	35	30	potential	potential	NOUN
cet-15066	35	31	of	of	ADP
cet-15066	35	32	neural	neural	ADJ
cet-15066	35	33	networks	network	NOUN
cet-15066	35	34	to	to	PART
cet-15066	35	35	be	be	AUX
cet-15066	35	36	exploited	exploit	VERB
cet-15066	35	37	.	.	PUNCT
cet-15066	36	1	sekhar	sekhar	PROPN
cet-15066	36	2	and	and	CCONJ
cet-15066	36	3	meghana	meghana	PROPN
cet-15066	36	4	(	(	PUNCT
cet-15066	36	5	2020	2020	NUM
cet-15066	36	6	)	)	PUNCT
cet-15066	36	7	,	,	PUNCT
cet-15066	36	8	among	among	ADP
cet-15066	36	9	others	other	NOUN
cet-15066	36	10	,	,	PUNCT
cet-15066	36	11	have	have	AUX
cet-15066	36	12	written	write	VERB
cet-15066	36	13	a	a	DET
cet-15066	36	14	comprehensive	comprehensive	ADJ
cet-15066	36	15	paper	paper	NOUN
cet-15066	36	16	on	on	ADP
cet-15066	36	17	the	the	DET
cet-15066	36	18	detailed	detailed	ADJ
cet-15066	36	19	operation	operation	NOUN
cet-15066	36	20	of	of	ADP
cet-15066	36	21	the	the	DET
cet-15066	36	22	algorithm	algorithm	NOUN
cet-15066	36	23	.	.	PUNCT
cet-15066	37	1	accelerated	accelerate	VERB
cet-15066	37	2	,	,	PUNCT
cet-15066	37	3	exponential	exponential	ADJ
cet-15066	37	4	progress	progress	NOUN
cet-15066	37	5	over	over	ADP
cet-15066	37	6	the	the	DET
cet-15066	37	7	past	past	NOUN
cet-15066	37	8	nearly	nearly	ADV
cet-15066	37	9	30	30	NUM
cet-15066	37	10	y	y	NOUN
cet-15066	37	11	has	have	AUX
cet-15066	37	12	produced	produce	VERB
cet-15066	37	13	a	a	DET
cet-15066	37	14	number	number	NOUN
cet-15066	37	15	of	of	ADP
cet-15066	37	16	achievements	achievement	NOUN
cet-15066	37	17	that	that	PRON
cet-15066	37	18	have	have	AUX
cet-15066	37	19	turned	turn	VERB
cet-15066	37	20	heads	head	NOUN
cet-15066	37	21	around	around	ADP
cet-15066	37	22	the	the	DET
cet-15066	37	23	world	world	NOUN
cet-15066	37	24	.	.	PUNCT
cet-15066	38	1	in	in	ADP
cet-15066	38	2	the	the	DET
cet-15066	38	3	late	late	ADJ
cet-15066	38	4	2010s	2010s	NUM
cet-15066	38	5	,	,	PUNCT
cet-15066	38	6	the	the	DET
cet-15066	38	7	first	first	ADJ
cet-15066	38	8	large	large	ADJ
cet-15066	38	9	language	language	NOUN
cet-15066	38	10	models	model	NOUN
cet-15066	38	11	were	be	AUX
cet-15066	38	12	released	release	VERB
cet-15066	38	13	–	–	PUNCT
cet-15066	38	14	based	base	VERB
cet-15066	38	15	on	on	ADP
cet-15066	38	16	the	the	DET
cet-15066	38	17	transformer	transformer	NOUN
cet-15066	38	18	architecture	architecture	NOUN
cet-15066	38	19	introduced	introduce	VERB
cet-15066	38	20	in	in	ADP
cet-15066	38	21	2017	2017	NUM
cet-15066	38	22	.	.	PUNCT
cet-15066	39	1	2.2	2.2	NUM
cet-15066	39	2	types	type	NOUN
cet-15066	39	3	of	of	ADP
cet-15066	39	4	artificial	artificial	ADJ
cet-15066	39	5	intelligence	intelligence	NOUN
cet-15066	39	6	and	and	CCONJ
cet-15066	39	7	the	the	DET
cet-15066	39	8	most	most	ADV
cet-15066	39	9	common	common	ADJ
cet-15066	39	10	neural	neural	ADJ
cet-15066	39	11	network	network	NOUN
cet-15066	39	12	architectures	architecture	NOUN
cet-15066	39	13	at	at	ADP
cet-15066	39	14	the	the	DET
cet-15066	39	15	dawn	dawn	NOUN
cet-15066	39	16	of	of	ADP
cet-15066	39	17	artificial	artificial	ADJ
cet-15066	39	18	intelligence	intelligence	NOUN
cet-15066	39	19	,	,	PUNCT
cet-15066	39	20	ai	ai	NOUN
cet-15066	39	21	-	-	PUNCT
cet-15066	39	22	based	base	VERB
cet-15066	39	23	solutions	solution	NOUN
cet-15066	39	24	were	be	AUX
cet-15066	39	25	much	much	ADV
cet-15066	39	26	more	more	ADV
cet-15066	39	27	focused	focused	ADJ
cet-15066	39	28	on	on	ADP
cet-15066	39	29	performing	perform	VERB
cet-15066	39	30	automated	automate	VERB
cet-15066	39	31	computational	computational	ADJ
cet-15066	39	32	tasks	task	NOUN
cet-15066	39	33	,	,	PUNCT
cet-15066	39	34	i.e.	i.e.	X
cet-15066	39	35	they	they	PRON
cet-15066	39	36	were	be	AUX
cet-15066	39	37	programmed	program	VERB
cet-15066	39	38	to	to	PART
cet-15066	39	39	perform	perform	VERB
cet-15066	39	40	a	a	DET
cet-15066	39	41	single	single	ADJ
cet-15066	39	42	,	,	PUNCT
cet-15066	39	43	typically	typically	ADV
cet-15066	39	44	computationally	computationally	ADV
cet-15066	39	45	intensive	intensive	ADJ
cet-15066	39	46	task	task	NOUN
cet-15066	39	47	.	.	PUNCT
cet-15066	40	1	these	these	PRON
cet-15066	40	2	are	be	AUX
cet-15066	40	3	collectively	collectively	ADV
cet-15066	40	4	referred	refer	VERB
cet-15066	40	5	to	to	ADP
cet-15066	40	6	as	as	ADV
cet-15066	40	7	narrow	narrow	ADJ
cet-15066	40	8	or	or	CCONJ
cet-15066	40	9	weak	weak	ADJ
cet-15066	40	10	ai	ai	NOUN
cet-15066	40	11	,	,	PUNCT
cet-15066	40	12	and	and	CCONJ
cet-15066	40	13	their	their	PRON
cet-15066	40	14	main	main	ADJ
cet-15066	40	15	characteristic	characteristic	NOUN
cet-15066	40	16	is	be	AUX
cet-15066	40	17	that	that	SCONJ
cet-15066	40	18	they	they	PRON
cet-15066	40	19	are	be	AUX
cet-15066	40	20	not	not	PART
cet-15066	40	21	capable	capable	ADJ
cet-15066	40	22	of	of	ADP
cet-15066	40	23	solving	solve	VERB
cet-15066	40	24	problems	problem	NOUN
cet-15066	40	25	but	but	CCONJ
cet-15066	40	26	are	be	AUX
cet-15066	40	27	only	only	ADV
cet-15066	40	28	suited	suit	VERB
cet-15066	40	29	to	to	ADP
cet-15066	40	30	the	the	DET
cet-15066	40	31	specific	specific	ADJ
cet-15066	40	32	target	target	NOUN
cet-15066	40	33	task	task	NOUN
cet-15066	40	34	in	in	ADP
cet-15066	40	35	a	a	DET
cet-15066	40	36	specific	specific	ADJ
cet-15066	40	37	,	,	PUNCT
cet-15066	40	38	constrained	constrained	ADJ
cet-15066	40	39	environment	environment	NOUN
cet-15066	40	40	.	.	PUNCT
cet-15066	41	1	narrow	narrow	ADJ
cet-15066	41	2	ai	ai	NOUN
cet-15066	41	3	is	be	AUX
cet-15066	41	4	not	not	PART
cet-15066	41	5	capable	capable	ADJ
cet-15066	41	6	of	of	ADP
cet-15066	41	7	making	make	VERB
cet-15066	41	8	autonomous	autonomous	ADJ
cet-15066	41	9	decisions	decision	NOUN
cet-15066	41	10	and	and	CCONJ
cet-15066	41	11	is	be	AUX
cet-15066	41	12	not	not	PART
cet-15066	41	13	capable	capable	ADJ
cet-15066	41	14	of	of	ADP
cet-15066	41	15	independent	independent	ADJ
cet-15066	41	16	thinking	thinking	NOUN
cet-15066	41	17	(	(	PUNCT
cet-15066	41	18	maggiolo	maggiolo	NOUN
cet-15066	41	19	,	,	PUNCT
cet-15066	41	20	2021	2021	NUM
cet-15066	41	21	)	)	PUNCT
cet-15066	41	22	.	.	PUNCT
cet-15066	42	1	in	in	ADP
cet-15066	42	2	contrast	contrast	NOUN
cet-15066	42	3	,	,	PUNCT
cet-15066	42	4	so	so	ADV
cet-15066	42	5	-	-	PUNCT
cet-15066	42	6	called	call	VERB
cet-15066	42	7	general	general	ADJ
cet-15066	42	8	or	or	CCONJ
cet-15066	42	9	strong	strong	ADJ
cet-15066	42	10	ai	ai	VERB
cet-15066	42	11	is	be	AUX
cet-15066	42	12	capable	capable	ADJ
cet-15066	42	13	of	of	ADP
cet-15066	42	14	learning	learn	VERB
cet-15066	42	15	,	,	PUNCT
cet-15066	42	16	can	can	AUX
cet-15066	42	17	see	see	VERB
cet-15066	42	18	through	through	ADP
cet-15066	42	19	the	the	DET
cet-15066	42	20	complexity	complexity	NOUN
cet-15066	42	21	of	of	ADP
cet-15066	42	22	the	the	DET
cet-15066	42	23	tasks	task	NOUN
cet-15066	42	24	at	at	ADP
cet-15066	42	25	hand	hand	NOUN
cet-15066	42	26	,	,	PUNCT
cet-15066	42	27	can	can	AUX
cet-15066	42	28	make	make	VERB
cet-15066	42	29	rational	rational	ADJ
cet-15066	42	30	decisions	decision	NOUN
cet-15066	42	31	like	like	ADP
cet-15066	42	32	humans	human	NOUN
cet-15066	42	33	,	,	PUNCT
cet-15066	42	34	and	and	CCONJ
cet-15066	42	35	can	can	AUX
cet-15066	42	36	even	even	ADV
cet-15066	42	37	outperform	outperform	VERB
cet-15066	42	38	the	the	DET
cet-15066	42	39	human	human	ADJ
cet-15066	42	40	mind	mind	NOUN
cet-15066	42	41	in	in	ADP
cet-15066	42	42	any	any	DET
cet-15066	42	43	intellectual	intellectual	ADJ
cet-15066	42	44	domain	domain	NOUN
cet-15066	42	45	.	.	PUNCT
cet-15066	43	1	in	in	ADP
cet-15066	43	2	fact	fact	NOUN
cet-15066	43	3	,	,	PUNCT
cet-15066	43	4	a	a	DET
cet-15066	43	5	high	high	ADJ
cet-15066	43	6	level	level	NOUN
cet-15066	43	7	of	of	ADP
cet-15066	43	8	powerful	powerful	ADJ
cet-15066	43	9	artificial	artificial	ADJ
cet-15066	43	10	intelligence	intelligence	NOUN
cet-15066	43	11	that	that	PRON
cet-15066	43	12	is	be	AUX
cet-15066	43	13	at	at	ADV
cet-15066	43	14	least	least	ADJ
cet-15066	43	15	as	as	ADV
cet-15066	43	16	intelligent	intelligent	ADJ
cet-15066	43	17	as	as	ADP
cet-15066	43	18	a	a	DET
cet-15066	43	19	human	human	NOUN
cet-15066	43	20	in	in	ADP
cet-15066	43	21	all	all	DET
cet-15066	43	22	respects	respect	NOUN
cet-15066	43	23	is	be	AUX
cet-15066	43	24	still	still	ADV
cet-15066	43	25	unattainable	unattainable	ADJ
cet-15066	43	26	.	.	PUNCT
cet-15066	44	1	even	even	ADV
cet-15066	44	2	the	the	DET
cet-15066	44	3	most	most	ADV
cet-15066	44	4	advanced	advanced	ADJ
cet-15066	44	5	current	current	ADJ
cet-15066	44	6	models	model	NOUN
cet-15066	44	7	can	can	AUX
cet-15066	44	8	not	not	PART
cet-15066	44	9	infer	infer	VERB
cet-15066	44	10	,	,	PUNCT
cet-15066	44	11	understand	understand	VERB
cet-15066	44	12	or	or	CCONJ
cet-15066	44	13	explain	explain	VERB
cet-15066	44	14	the	the	DET
cet-15066	44	15	processes	process	NOUN
cet-15066	44	16	and	and	CCONJ
cet-15066	44	17	causes	cause	VERB
cet-15066	44	18	behind	behind	ADP
cet-15066	44	19	data	datum	NOUN
cet-15066	44	20	(	(	PUNCT
cet-15066	44	21	butz	butz	PROPN
cet-15066	44	22	,	,	PUNCT
cet-15066	44	23	2021	2021	NUM
cet-15066	44	24	)	)	PUNCT
cet-15066	44	25	.	.	PUNCT
cet-15066	45	1	true	true	ADJ
cet-15066	45	2	general	general	ADJ
cet-15066	45	3	ai	ai	VERB
cet-15066	45	4	requires	require	VERB
cet-15066	45	5	machine	machine	NOUN
cet-15066	45	6	intelligence	intelligence	NOUN
cet-15066	45	7	with	with	ADP
cet-15066	45	8	capabilities	capability	NOUN
cet-15066	45	9	that	that	PRON
cet-15066	45	10	go	go	VERB
cet-15066	45	11	beyond	beyond	ADP
cet-15066	45	12	the	the	DET
cet-15066	45	13	human	human	ADJ
cet-15066	45	14	-	-	PUNCT
cet-15066	45	15	brain	brain	NOUN
cet-15066	45	16	-	-	PUNCT
cet-15066	45	17	computer	computer	NOUN
cet-15066	45	18	analogy	analogy	NOUN
cet-15066	45	19	.	.	PUNCT
cet-15066	46	1	as	as	SCONJ
cet-15066	46	2	mentioned	mention	VERB
cet-15066	46	3	earlier	early	ADV
cet-15066	46	4	,	,	PUNCT
cet-15066	46	5	ai	ai	AUX
cet-15066	46	6	research	research	NOUN
cet-15066	46	7	first	first	ADV
cet-15066	46	8	gained	gain	VERB
cet-15066	46	9	momentum	momentum	NOUN
cet-15066	46	10	with	with	ADP
cet-15066	46	11	the	the	DET
cet-15066	46	12	creation	creation	NOUN
cet-15066	46	13	of	of	ADP
cet-15066	46	14	perceptrons	perceptron	NOUN
cet-15066	46	15	,	,	PUNCT
cet-15066	46	16	and	and	CCONJ
cet-15066	46	17	the	the	DET
cet-15066	46	18	first	first	ADJ
cet-15066	46	19	truly	truly	ADV
cet-15066	46	20	widespread	widespread	ADJ
cet-15066	46	21	model	model	NOUN
cet-15066	46	22	was	be	AUX
cet-15066	46	23	the	the	DET
cet-15066	46	24	multilayer	multilayer	ADJ
cet-15066	46	25	perceptron	perceptron	PROPN
cet-15066	46	26	(	(	PUNCT
cet-15066	46	27	mlp	mlp	PROPN
cet-15066	46	28	)	)	PUNCT
cet-15066	46	29	.	.	PUNCT
cet-15066	47	1	this	this	DET
cet-15066	47	2	model	model	NOUN
cet-15066	47	3	allows	allow	VERB
cet-15066	47	4	the	the	DET
cet-15066	47	5	detection	detection	NOUN
cet-15066	47	6	of	of	ADP
cet-15066	47	7	patterns	pattern	NOUN
cet-15066	47	8	,	,	PUNCT
cet-15066	47	9	correlations	correlation	NOUN
cet-15066	47	10	and	and	CCONJ
cet-15066	47	11	relationships	relationship	NOUN
cet-15066	47	12	in	in	ADP
cet-15066	47	13	data	datum	NOUN
cet-15066	47	14	(	(	PUNCT
cet-15066	47	15	lumacad	lumacad	ADJ
cet-15066	47	16	and	and	CCONJ
cet-15066	47	17	namoco	namoco	ADJ
cet-15066	47	18	,	,	PUNCT
cet-15066	47	19	2022	2022	NUM
cet-15066	47	20	)	)	PUNCT
cet-15066	47	21	,	,	PUNCT
cet-15066	47	22	but	but	CCONJ
cet-15066	47	23	does	do	AUX
cet-15066	47	24	not	not	PART
cet-15066	47	25	do	do	VERB
cet-15066	47	26	well	well	ADV
cet-15066	47	27	with	with	ADP
cet-15066	47	28	unstructured	unstructured	ADJ
cet-15066	47	29	data	datum	NOUN
cet-15066	47	30	such	such	ADJ
cet-15066	47	31	as	as	ADP
cet-15066	47	32	text	text	NOUN
cet-15066	47	33	and	and	CCONJ
cet-15066	47	34	images	image	NOUN
cet-15066	47	35	.	.	PUNCT
cet-15066	48	1	convolutional	convolutional	ADJ
cet-15066	48	2	neural	neural	ADJ
cet-15066	48	3	networks	network	NOUN
cet-15066	48	4	(	(	PUNCT
cet-15066	48	5	cnns	cnns	PROPN
cet-15066	48	6	)	)	PUNCT
cet-15066	48	7	have	have	AUX
cet-15066	48	8	been	be	AUX
cet-15066	48	9	developed	develop	VERB
cet-15066	48	10	specifically	specifically	ADV
cet-15066	48	11	for	for	ADP
cet-15066	48	12	the	the	DET
cet-15066	48	13	analysis	analysis	NOUN
cet-15066	48	14	and	and	CCONJ
cet-15066	48	15	processing	processing	NOUN
cet-15066	48	16	of	of	ADP
cet-15066	48	17	image	image	NOUN
cet-15066	48	18	data	datum	NOUN
cet-15066	48	19	,	,	PUNCT
cet-15066	48	20	modelled	model	VERB
cet-15066	48	21	on	on	ADP
cet-15066	48	22	the	the	DET
cet-15066	48	23	visual	visual	ADJ
cet-15066	48	24	systems	system	NOUN
cet-15066	48	25	of	of	ADP
cet-15066	48	26	living	live	VERB
cet-15066	48	27	beings	being	NOUN
cet-15066	48	28	,	,	PUNCT
cet-15066	48	29	and	and	CCONJ
cet-15066	48	30	are	be	AUX
cet-15066	48	31	effective	effective	ADJ
cet-15066	48	32	mainly	mainly	ADV
cet-15066	48	33	in	in	ADP
cet-15066	48	34	the	the	DET
cet-15066	48	35	areas	area	NOUN
cet-15066	48	36	of	of	ADP
cet-15066	48	37	nonlinear	nonlinear	ADJ
cet-15066	48	38	patterns	pattern	NOUN
cet-15066	48	39	,	,	PUNCT
cet-15066	48	40	face	face	NOUN
cet-15066	48	41	and	and	CCONJ
cet-15066	48	42	image	image	NOUN
cet-15066	48	43	recognition	recognition	NOUN
cet-15066	48	44	(	(	PUNCT
cet-15066	48	45	ghosh	ghosh	PROPN
cet-15066	48	46	et	et	PROPN
cet-15066	48	47	al	al	PROPN
cet-15066	48	48	.	.	PROPN
cet-15066	48	49	,	,	PUNCT
cet-15066	48	50	2020	2020	NUM
cet-15066	48	51	)	)	PUNCT
cet-15066	48	52	.	.	PUNCT
cet-15066	49	1	so	so	ADV
cet-15066	49	2	-	-	PUNCT
cet-15066	49	3	called	call	VERB
cet-15066	49	4	recurrent	recurrent	ADJ
cet-15066	49	5	neural	neural	ADJ
cet-15066	49	6	networks	network	NOUN
cet-15066	49	7	(	(	PUNCT
cet-15066	49	8	rnn	rnn	PROPN
cet-15066	49	9	)	)	PUNCT
cet-15066	49	10	are	be	AUX
cet-15066	49	11	used	use	VERB
cet-15066	49	12	for	for	ADP
cet-15066	49	13	the	the	DET
cet-15066	49	14	analysis	analysis	NOUN
cet-15066	49	15	and	and	CCONJ
cet-15066	49	16	processing	processing	NOUN
cet-15066	49	17	of	of	ADP
cet-15066	49	18	time	time	NOUN
cet-15066	49	19	-	-	PUNCT
cet-15066	49	20	series	series	NOUN
cet-15066	49	21	data	datum	NOUN
cet-15066	49	22	(	(	PUNCT
cet-15066	49	23	mainly	mainly	ADV
cet-15066	49	24	language	language	NOUN
cet-15066	49	25	sequences	sequence	NOUN
cet-15066	49	26	)	)	PUNCT
cet-15066	49	27	.	.	PUNCT
cet-15066	50	1	the	the	DET
cet-15066	50	2	most	most	ADV
cet-15066	50	3	popular	popular	ADJ
cet-15066	50	4	models	model	NOUN
cet-15066	50	5	are	be	AUX
cet-15066	50	6	lstm	lstm	ADJ
cet-15066	50	7	(	(	PUNCT
cet-15066	50	8	long	long	ADJ
cet-15066	50	9	short	short	ADJ
cet-15066	50	10	-	-	PUNCT
cet-15066	50	11	term	term	NOUN
cet-15066	50	12	memory	memory	NOUN
cet-15066	50	13	)	)	PUNCT
cet-15066	50	14	and	and	CCONJ
cet-15066	50	15	gru	gru	PROPN
cet-15066	50	16	(	(	PUNCT
cet-15066	50	17	gated	gate	VERB
cet-15066	50	18	recurrent	recurrent	ADJ
cet-15066	50	19	unit	unit	NOUN
cet-15066	50	20	)	)	PUNCT
cet-15066	50	21	,	,	PUNCT
cet-15066	50	22	and	and	CCONJ
cet-15066	50	23	the	the	DET
cet-15066	50	24	most	most	ADV
cet-15066	50	25	dominant	dominant	ADJ
cet-15066	50	26	model	model	NOUN
cet-15066	50	27	in	in	ADP
cet-15066	50	28	the	the	DET
cet-15066	50	29	field	field	NOUN
cet-15066	50	30	of	of	ADP
cet-15066	50	31	natural	natural	ADJ
cet-15066	50	32	language	language	NOUN
cet-15066	50	33	processing	processing	NOUN
cet-15066	50	34	is	be	AUX
cet-15066	50	35	transformer	transformer	NOUN
cet-15066	50	36	networks	network	NOUN
cet-15066	50	37	.	.	PUNCT
cet-15066	51	1	the	the	DET
cet-15066	51	2	latter	latter	ADJ
cet-15066	51	3	,	,	PUNCT
cet-15066	51	4	through	through	ADP
cet-15066	51	5	its	its	PRON
cet-15066	51	6	multi	multi	ADJ
cet-15066	51	7	-	-	ADJ
cet-15066	51	8	head	head	ADJ
cet-15066	51	9	attention	attention	NOUN
cet-15066	51	10	mechanism	mechanism	NOUN
cet-15066	51	11	,	,	PUNCT
cet-15066	51	12	is	be	AUX
cet-15066	51	13	able	able	ADJ
cet-15066	51	14	to	to	PART
cet-15066	51	15	identify	identify	VERB
cet-15066	51	16	dependencies	dependency	NOUN
cet-15066	51	17	and	and	CCONJ
cet-15066	51	18	relationships	relationship	NOUN
cet-15066	51	19	within	within	ADP
cet-15066	51	20	texts	text	NOUN
cet-15066	51	21	,	,	PUNCT
cet-15066	51	22	which	which	PRON
cet-15066	51	23	leads	lead	VERB
cet-15066	51	24	to	to	ADP
cet-15066	51	25	a	a	DET
cet-15066	51	26	better	well	ADJ
cet-15066	51	27	understanding	understanding	NOUN
cet-15066	51	28	of	of	ADP
cet-15066	51	29	different	different	ADJ
cet-15066	51	30	contexts	context	NOUN
cet-15066	51	31	(	(	PUNCT
cet-15066	51	32	lu	lu	NOUN
cet-15066	51	33	et	et	PROPN
cet-15066	51	34	al	al	PROPN
cet-15066	51	35	.	.	PROPN
cet-15066	51	36	,	,	PUNCT
cet-15066	51	37	2020	2020	NUM
cet-15066	51	38	)	)	PUNCT
cet-15066	51	39	.	.	PUNCT
cet-15066	52	1	these	these	DET
cet-15066	52	2	models	model	NOUN
cet-15066	52	3	“	"	PUNCT
cet-15066	52	4	have	have	AUX
cet-15066	52	5	heightened	heighten	VERB
cet-15066	52	6	the	the	DET
cet-15066	52	7	machine	machine	NOUN
cet-15066	52	8	's	's	PART
cet-15066	52	9	capability	capability	NOUN
cet-15066	52	10	to	to	PART
cet-15066	52	11	understand	understand	VERB
cet-15066	52	12	,	,	PUNCT
cet-15066	52	13	produce	produce	VERB
cet-15066	52	14	,	,	PUNCT
cet-15066	52	15	and	and	CCONJ
cet-15066	52	16	interact	interact	VERB
cet-15066	52	17	with	with	ADP
cet-15066	52	18	human	human	ADJ
cet-15066	52	19	language	language	NOUN
cet-15066	52	20	in	in	ADP
cet-15066	52	21	unprecedented	unprecedented	ADJ
cet-15066	52	22	ways	way	NOUN
cet-15066	52	23	,	,	PUNCT
cet-15066	52	24	and	and	CCONJ
cet-15066	52	25	(	(	PUNCT
cet-15066	52	26	...	...	PUNCT
cet-15066	52	27	)	)	PUNCT
cet-15066	52	28	have	have	AUX
cet-15066	52	29	infiltrated	infiltrate	VERB
cet-15066	52	30	a	a	DET
cet-15066	52	31	range	range	NOUN
cet-15066	52	32	of	of	ADP
cet-15066	52	33	sectors	sector	NOUN
cet-15066	52	34	,	,	PUNCT
cet-15066	52	35	including	include	VERB
cet-15066	52	36	finance	finance	NOUN
cet-15066	52	37	,	,	PUNCT
cet-15066	52	38	healthcare	healthcare	PROPN
cet-15066	52	39	,	,	PUNCT
cet-15066	52	40	biology	biology	NOUN
cet-15066	52	41	,	,	PUNCT
cet-15066	52	42	and	and	CCONJ
cet-15066	52	43	education	education	NOUN
cet-15066	52	44	,	,	PUNCT
cet-15066	52	45	revolutionizing	revolutionize	VERB
cet-15066	52	46	both	both	CCONJ
cet-15066	52	47	traditional	traditional	ADJ
cet-15066	52	48	and	and	CCONJ
cet-15066	52	49	emerging	emerge	VERB
cet-15066	52	50	domains	domain	NOUN
cet-15066	52	51	”	"	PUNCT
cet-15066	52	52	(	(	PUNCT
cet-15066	52	53	li	li	PROPN
cet-15066	52	54	,	,	PUNCT
cet-15066	52	55	2024	2024	NUM
cet-15066	52	56	)	)	PUNCT
cet-15066	52	57	.	.	PUNCT
cet-15066	53	1	so	so	ADV
cet-15066	53	2	,	,	PUNCT
cet-15066	53	3	they	they	PRON
cet-15066	53	4	provide	provide	VERB
cet-15066	53	5	a	a	DET
cet-15066	53	6	framework	framework	NOUN
cet-15066	53	7	for	for	ADP
cet-15066	53	8	all	all	DET
cet-15066	53	9	the	the	DET
cet-15066	53	10	technologies	technology	NOUN
cet-15066	53	11	(	(	PUNCT
cet-15066	53	12	text	text	NOUN
cet-15066	53	13	generation	generation	NOUN
cet-15066	53	14	,	,	PUNCT
cet-15066	53	15	machine	machine	NOUN
cet-15066	53	16	translation	translation	NOUN
cet-15066	53	17	,	,	PUNCT
cet-15066	53	18	sentiment	sentiment	NOUN
cet-15066	53	19	and	and	CCONJ
cet-15066	53	20	emotion	emotion	NOUN
cet-15066	53	21	analysis	analysis	NOUN
cet-15066	53	22	,	,	PUNCT
cet-15066	53	23	and	and	CCONJ
cet-15066	53	24	response	response	NOUN
cet-15066	53	25	systems	system	NOUN
cet-15066	53	26	)	)	PUNCT
cet-15066	53	27	that	that	PRON
cet-15066	53	28	can	can	AUX
cet-15066	53	29	be	be	AUX
cet-15066	53	30	used	use	VERB
cet-15066	53	31	to	to	PART
cet-15066	53	32	identify	identify	VERB
cet-15066	53	33	fake	fake	ADJ
cet-15066	53	34	news	news	NOUN
cet-15066	53	35	.	.	PUNCT
cet-15066	54	1	2.3	2.3	NUM
cet-15066	54	2	machine	machine	NOUN
cet-15066	54	3	learning	learn	VERB
cet-15066	54	4	algorithms	algorithm	NOUN
cet-15066	54	5	used	use	VERB
cet-15066	54	6	in	in	ADP
cet-15066	54	7	the	the	DET
cet-15066	54	8	research	research	NOUN
cet-15066	54	9	given	give	VERB
cet-15066	54	10	the	the	DET
cet-15066	54	11	availability	availability	NOUN
cet-15066	54	12	of	of	ADP
cet-15066	54	13	labelled	label	VERB
cet-15066	54	14	data	datum	NOUN
cet-15066	54	15	for	for	ADP
cet-15066	54	16	training	train	VERB
cet-15066	54	17	the	the	DET
cet-15066	54	18	model	model	NOUN
cet-15066	54	19	,	,	PUNCT
cet-15066	54	20	supervised	supervised	ADJ
cet-15066	54	21	learning	learning	NOUN
cet-15066	54	22	(	(	PUNCT
cet-15066	54	23	sl	sl	NOUN
cet-15066	54	24	)	)	PUNCT
cet-15066	54	25	methods	method	NOUN
cet-15066	54	26	were	be	AUX
cet-15066	54	27	employed	employ	VERB
cet-15066	54	28	.	.	PUNCT
cet-15066	55	1	sl	sl	PROPN
cet-15066	55	2	is	be	AUX
cet-15066	55	3	a	a	DET
cet-15066	55	4	“	"	PUNCT
cet-15066	55	5	machine	machine	NOUN
cet-15066	55	6	learning	learning	NOUN
cet-15066	55	7	approach	approach	NOUN
cet-15066	55	8	that	that	SCONJ
cet-15066	55	9	leverages	leverage	VERB
cet-15066	55	10	labelled	label	VERB
cet-15066	55	11	data	datum	NOUN
cet-15066	55	12	to	to	PART
cet-15066	55	13	educate	educate	VERB
cet-15066	55	14	a	a	DET
cet-15066	55	15	system	system	NOUN
cet-15066	55	16	in	in	ADP
cet-15066	55	17	forecasting	forecast	VERB
cet-15066	55	18	outcomes	outcome	NOUN
cet-15066	55	19	based	base	VERB
cet-15066	55	20	on	on	ADP
cet-15066	55	21	its	its	PRON
cet-15066	55	22	training	training	NOUN
cet-15066	55	23	”	"	PUNCT
cet-15066	55	24	(	(	PUNCT
cet-15066	55	25	alnuaimi	alnuaimi	NOUN
cet-15066	55	26	and	and	CCONJ
cet-15066	55	27	albaldawi	albaldawi	ADJ
cet-15066	55	28	,	,	PUNCT
cet-15066	55	29	2024	2024	NUM
cet-15066	55	30	)	)	PUNCT
cet-15066	55	31	.	.	PUNCT
cet-15066	56	1	it	it	PRON
cet-15066	56	2	has	have	VERB
cet-15066	56	3	two	two	NUM
cet-15066	56	4	main	main	ADJ
cet-15066	56	5	categories	category	NOUN
cet-15066	56	6	:	:	PUNCT
cet-15066	56	7	regression	regression	NOUN
cet-15066	56	8	and	and	CCONJ
cet-15066	56	9	classification	classification	NOUN
cet-15066	56	10	.	.	PUNCT
cet-15066	57	1	the	the	DET
cet-15066	57	2	research	research	NOUN
cet-15066	57	3	used	use	VERB
cet-15066	57	4	some	some	PRON
cet-15066	57	5	of	of	ADP
cet-15066	57	6	the	the	DET
cet-15066	57	7	same	same	ADJ
cet-15066	57	8	ml	ml	NOUN
cet-15066	57	9	algorithms	algorithm	NOUN
cet-15066	57	10	as	as	ADP
cet-15066	57	11	hassan	hassan	PROPN
cet-15066	57	12	and	and	CCONJ
cet-15066	57	13	saeed	saeed	PROPN
cet-15066	57	14	(	(	PUNCT
cet-15066	57	15	2023	2023	NUM
cet-15066	57	16	)	)	PUNCT
cet-15066	57	17	,	,	PUNCT
cet-15066	57	18	as	as	SCONJ
cet-15066	57	19	their	their	PRON
cet-15066	57	20	paper	paper	NOUN
cet-15066	57	21	proved	prove	VERB
cet-15066	57	22	to	to	PART
cet-15066	57	23	be	be	AUX
cet-15066	57	24	the	the	DET
cet-15066	57	25	most	most	ADV
cet-15066	57	26	comprehensive	comprehensive	ADJ
cet-15066	57	27	and	and	CCONJ
cet-15066	57	28	thorough	thorough	ADJ
cet-15066	57	29	of	of	ADP
cet-15066	57	30	the	the	DET
cet-15066	57	31	publications	publication	NOUN
cet-15066	57	32	on	on	ADP
cet-15066	57	33	two	two	NUM
cet-15066	57	34	-	-	PUNCT
cet-15066	57	35	class	class	NOUN
cet-15066	57	36	classification	classification	NOUN
cet-15066	57	37	approaches	approach	NOUN
cet-15066	57	38	.	.	PUNCT
cet-15066	58	1	these	these	DET
cet-15066	58	2	algorithms	algorithm	NOUN
cet-15066	58	3	are	be	AUX
cet-15066	58	4	:	:	PUNCT
cet-15066	58	5	1	1	X
cet-15066	58	6	)	)	PUNCT
cet-15066	58	7	logistic	logistic	ADJ
cet-15066	58	8	regression	regression	NOUN
cet-15066	58	9	,	,	PUNCT
cet-15066	58	10	which	which	PRON
cet-15066	58	11	is	be	AUX
cet-15066	58	12	"	"	PUNCT
cet-15066	58	13	a	a	DET
cet-15066	58	14	type	type	NOUN
cet-15066	58	15	of	of	ADP
cet-15066	58	16	regression	regression	NOUN
cet-15066	58	17	used	use	VERB
cet-15066	58	18	for	for	ADP
cet-15066	58	19	prediction	prediction	NOUN
cet-15066	58	20	,	,	PUNCT
cet-15066	58	21	and	and	CCONJ
cet-15066	58	22	(	(	PUNCT
cet-15066	58	23	...	...	PUNCT
cet-15066	58	24	)	)	PUNCT
cet-15066	58	25	can	can	AUX
cet-15066	58	26	be	be	AUX
cet-15066	58	27	considered	consider	VERB
cet-15066	58	28	as	as	ADP
cet-15066	58	29	an	an	DET
cet-15066	58	30	extension	extension	NOUN
cet-15066	58	31	of	of	ADP
cet-15066	58	32	linear	linear	PROPN
cet-15066	58	33	regression	regression	NOUN
cet-15066	58	34	"	"	PUNCT
cet-15066	58	35	(	(	PUNCT
cet-15066	58	36	alnuami	alnuami	NOUN
cet-15066	58	37	and	and	CCONJ
cet-15066	58	38	albaldawi	albaldawi	ADJ
cet-15066	58	39	,	,	PUNCT
cet-15066	58	40	2024	2024	NUM
cet-15066	58	41	)	)	PUNCT
cet-15066	58	42	;	;	PUNCT
cet-15066	58	43	2	2	X
cet-15066	58	44	)	)	PUNCT
cet-15066	58	45	the	the	DET
cet-15066	58	46	decision	decision	NOUN
cet-15066	58	47	forest	forest	NOUN
cet-15066	58	48	,	,	PUNCT
cet-15066	58	49	which	which	PRON
cet-15066	58	50	is	be	AUX
cet-15066	58	51	composed	compose	VERB
cet-15066	58	52	of	of	ADP
cet-15066	58	53	different	different	ADJ
cet-15066	58	54	decision	decision	NOUN
cet-15066	58	55	trees	tree	NOUN
cet-15066	58	56	and	and	CCONJ
cet-15066	58	57	works	work	VERB
cet-15066	58	58	on	on	ADP
cet-15066	58	59	the	the	DET
cet-15066	58	60	principle	principle	NOUN
cet-15066	58	61	of	of	ADP
cet-15066	58	62	majority	majority	NOUN
cet-15066	58	63	voting	voting	NOUN
cet-15066	58	64	,	,	PUNCT
cet-15066	58	65	3	3	X
cet-15066	58	66	)	)	PUNCT
cet-15066	58	67	the	the	DET
cet-15066	58	68	boosted	boosted	ADJ
cet-15066	58	69	decision	decision	NOUN
cet-15066	58	70	tree	tree	NOUN
cet-15066	58	71	,	,	PUNCT
cet-15066	58	72	which	which	PRON
cet-15066	58	73	"	"	PUNCT
cet-15066	58	74	is	be	AUX
cet-15066	58	75	a	a	DET
cet-15066	58	76	type	type	NOUN
cet-15066	58	77	of	of	ADP
cet-15066	58	78	ensemble	ensemble	ADJ
cet-15066	58	79	model	model	NOUN
cet-15066	58	80	that	that	PRON
cet-15066	58	81	is	be	AUX
cet-15066	58	82	mostly	mostly	ADV
cet-15066	58	83	used	use	VERB
cet-15066	58	84	to	to	PART
cet-15066	58	85	correct	correct	VERB
cet-15066	58	86	the	the	DET
cet-15066	58	87	flaws	flaw	NOUN
cet-15066	58	88	in	in	ADP
cet-15066	58	89	earlier	early	ADJ
cet-15066	58	90	trees	tree	NOUN
cet-15066	58	91	"	"	PUNCT
cet-15066	58	92	(	(	PUNCT
cet-15066	58	93	hassan	hassan	PROPN
cet-15066	58	94	and	and	CCONJ
cet-15066	58	95	saeed	saeed	PROPN
cet-15066	58	96	,	,	PUNCT
cet-15066	58	97	962	962	NUM
cet-15066	58	98	2023	2023	NUM
cet-15066	58	99	)	)	PUNCT
cet-15066	58	100	and	and	CCONJ
cet-15066	58	101	4	4	X
cet-15066	58	102	)	)	PUNCT
cet-15066	58	103	the	the	DET
cet-15066	58	104	neural	neural	ADJ
cet-15066	58	105	network	network	NOUN
cet-15066	58	106	,	,	PUNCT
cet-15066	58	107	which	which	PRON
cet-15066	58	108	performs	perform	VERB
cet-15066	58	109	binary	binary	ADJ
cet-15066	58	110	classification	classification	NOUN
cet-15066	58	111	in	in	ADP
cet-15066	58	112	a	a	DET
cet-15066	58	113	similar	similar	ADJ
cet-15066	58	114	way	way	NOUN
cet-15066	58	115	to	to	ADP
cet-15066	58	116	the	the	DET
cet-15066	58	117	way	way	NOUN
cet-15066	58	118	the	the	DET
cet-15066	58	119	human	human	ADJ
cet-15066	58	120	brain	brain	NOUN
cet-15066	58	121	works	work	VERB
cet-15066	58	122	.	.	PUNCT
cet-15066	59	1	all	all	PRON
cet-15066	59	2	of	of	ADP
cet-15066	59	3	these	these	DET
cet-15066	59	4	models	model	NOUN
cet-15066	59	5	can	can	AUX
cet-15066	59	6	be	be	AUX
cet-15066	59	7	added	add	VERB
cet-15066	59	8	as	as	ADP
cet-15066	59	9	components	component	NOUN
cet-15066	59	10	in	in	ADP
cet-15066	59	11	the	the	DET
cet-15066	59	12	azure	azure	ADJ
cet-15066	59	13	machine	machine	NOUN
cet-15066	59	14	learning	learning	NOUN
cet-15066	59	15	platform	platform	NOUN
cet-15066	59	16	.	.	PUNCT
cet-15066	60	1	3	3	X
cet-15066	60	2	.	.	NUM
cet-15066	60	3	types	type	NOUN
cet-15066	60	4	and	and	CCONJ
cet-15066	60	5	characteristics	characteristic	NOUN
cet-15066	60	6	of	of	ADP
cet-15066	60	7	fake	fake	ADJ
cet-15066	60	8	news	news	NOUN
cet-15066	60	9	untrue	untrue	ADJ
cet-15066	60	10	or	or	CCONJ
cet-15066	60	11	distorted	distorted	ADJ
cet-15066	60	12	information	information	NOUN
cet-15066	60	13	can	can	AUX
cet-15066	60	14	be	be	AUX
cet-15066	60	15	divided	divide	VERB
cet-15066	60	16	into	into	ADP
cet-15066	60	17	several	several	ADJ
cet-15066	60	18	categories	category	NOUN
cet-15066	60	19	.	.	PUNCT
cet-15066	61	1	the	the	DET
cet-15066	61	2	difference	difference	NOUN
cet-15066	61	3	between	between	ADP
cet-15066	61	4	them	they	PRON
cet-15066	61	5	lies	lie	VERB
cet-15066	61	6	primarily	primarily	ADV
cet-15066	61	7	in	in	ADP
cet-15066	61	8	the	the	DET
cet-15066	61	9	intentionality	intentionality	NOUN
cet-15066	61	10	and	and	CCONJ
cet-15066	61	11	method	method	NOUN
cet-15066	61	12	of	of	ADP
cet-15066	61	13	dissemination	dissemination	NOUN
cet-15066	61	14	.	.	PUNCT
cet-15066	62	1	according	accord	VERB
cet-15066	62	2	to	to	ADP
cet-15066	62	3	walters	walters	PROPN
cet-15066	62	4	(	(	PUNCT
cet-15066	62	5	2018	2018	NUM
cet-15066	62	6	)	)	PUNCT
cet-15066	62	7	,	,	PUNCT
cet-15066	62	8	the	the	DET
cet-15066	62	9	common	common	ADJ
cet-15066	62	10	characteristics	characteristic	NOUN
cet-15066	62	11	of	of	ADP
cet-15066	62	12	this	this	DET
cet-15066	62	13	type	type	NOUN
cet-15066	62	14	of	of	ADP
cet-15066	62	15	news	news	NOUN
cet-15066	62	16	are	be	AUX
cet-15066	62	17	falsely	falsely	ADV
cet-15066	62	18	published	publish	VERB
cet-15066	62	19	content	content	NOUN
cet-15066	62	20	,	,	PUNCT
cet-15066	62	21	objectively	objectively	ADV
cet-15066	62	22	false	false	ADJ
cet-15066	62	23	claims	claim	NOUN
cet-15066	62	24	and	and	CCONJ
cet-15066	62	25	newsworthiness	newsworthiness	NOUN
cet-15066	62	26	.	.	PUNCT
cet-15066	63	1	the	the	DET
cet-15066	63	2	most	most	ADV
cet-15066	63	3	harmless	harmless	ADJ
cet-15066	63	4	type	type	NOUN
cet-15066	63	5	,	,	PUNCT
cet-15066	63	6	misinformation	misinformation	NOUN
cet-15066	63	7	,	,	PUNCT
cet-15066	63	8	is	be	AUX
cet-15066	63	9	incorrect	incorrect	ADJ
cet-15066	63	10	,	,	PUNCT
cet-15066	63	11	inaccurate	inaccurate	ADJ
cet-15066	63	12	information	information	NOUN
cet-15066	63	13	,	,	PUNCT
cet-15066	63	14	or	or	CCONJ
cet-15066	63	15	mistaken	mistaken	ADJ
cet-15066	63	16	information	information	NOUN
cet-15066	63	17	that	that	PRON
cet-15066	63	18	is	be	AUX
cet-15066	63	19	not	not	PART
cet-15066	63	20	disseminated	disseminate	VERB
cet-15066	63	21	/	/	SYM
cet-15066	63	22	spread	spread	VERB
cet-15066	63	23	primarily	primarily	ADV
cet-15066	63	24	for	for	ADP
cet-15066	63	25	manipulative	manipulative	ADJ
cet-15066	63	26	purposes	purpose	NOUN
cet-15066	63	27	.	.	PUNCT
cet-15066	64	1	its	its	PRON
cet-15066	64	2	main	main	ADJ
cet-15066	64	3	characteristic	characteristic	NOUN
cet-15066	64	4	is	be	AUX
cet-15066	64	5	that	that	SCONJ
cet-15066	64	6	it	it	PRON
cet-15066	64	7	is	be	AUX
cet-15066	64	8	not	not	PART
cet-15066	64	9	intentionally	intentionally	ADV
cet-15066	64	10	misleading	misleading	ADJ
cet-15066	64	11	but	but	CCONJ
cet-15066	64	12	is	be	AUX
cet-15066	64	13	the	the	DET
cet-15066	64	14	result	result	NOUN
cet-15066	64	15	of	of	ADP
cet-15066	64	16	a	a	DET
cet-15066	64	17	mistake	mistake	NOUN
cet-15066	64	18	or	or	CCONJ
cet-15066	64	19	misunderstanding	misunderstanding	NOUN
cet-15066	64	20	–	–	PUNCT
cet-15066	64	21	the	the	DET
cet-15066	64	22	disseminator	disseminator	NOUN
cet-15066	64	23	believes	believe	VERB
cet-15066	64	24	the	the	DET
cet-15066	64	25	information	information	NOUN
cet-15066	64	26	to	to	PART
cet-15066	64	27	be	be	AUX
cet-15066	64	28	credible	credible	ADJ
cet-15066	64	29	.	.	PUNCT
cet-15066	65	1	the	the	DET
cet-15066	65	2	information	information	NOUN
cet-15066	65	3	may	may	AUX
cet-15066	65	4	be	be	AUX
cet-15066	65	5	erroneous	erroneous	ADJ
cet-15066	65	6	or	or	CCONJ
cet-15066	65	7	inaccurate	inaccurate	ADJ
cet-15066	65	8	,	,	PUNCT
cet-15066	65	9	but	but	CCONJ
cet-15066	65	10	the	the	DET
cet-15066	65	11	original	original	ADJ
cet-15066	65	12	intent	intent	NOUN
cet-15066	65	13	is	be	AUX
cet-15066	65	14	not	not	PART
cet-15066	65	15	to	to	PART
cet-15066	65	16	deceive	deceive	VERB
cet-15066	65	17	or	or	CCONJ
cet-15066	65	18	manipulate	manipulate	VERB
cet-15066	65	19	–	–	PUNCT
cet-15066	65	20	rather	rather	ADV
cet-15066	65	21	,	,	PUNCT
cet-15066	65	22	it	it	PRON
cet-15066	65	23	is	be	AUX
cet-15066	65	24	a	a	DET
cet-15066	65	25	"	"	PUNCT
cet-15066	65	26	good	good	ADJ
cet-15066	65	27	faith	faith	NOUN
cet-15066	65	28	mistake	mistake	NOUN
cet-15066	65	29	"	"	PUNCT
cet-15066	65	30	.	.	PUNCT
cet-15066	66	1	this	this	DET
cet-15066	66	2	category	category	NOUN
cet-15066	66	3	includes	include	VERB
cet-15066	66	4	press	press	NOUN
cet-15066	66	5	errors	error	NOUN
cet-15066	66	6	,	,	PUNCT
cet-15066	66	7	journalistic	journalistic	ADJ
cet-15066	66	8	errors	error	NOUN
cet-15066	66	9	due	due	ADP
cet-15066	66	10	to	to	ADP
cet-15066	66	11	journalistic	journalistic	ADJ
cet-15066	66	12	negligence	negligence	NOUN
cet-15066	66	13	,	,	PUNCT
cet-15066	66	14	rumours	rumour	NOUN
cet-15066	66	15	and	and	CCONJ
cet-15066	66	16	any	any	DET
cet-15066	66	17	other	other	ADJ
cet-15066	66	18	unintentionally	unintentionally	ADV
cet-15066	66	19	distorted	distort	VERB
cet-15066	66	20	/	/	SYM
cet-15066	66	21	misrepresented	misrepresent	VERB
cet-15066	66	22	news	news	NOUN
cet-15066	66	23	(	(	PUNCT
cet-15066	66	24	allcott	allcott	PROPN
cet-15066	66	25	and	and	CCONJ
cet-15066	66	26	gentkow	gentkow	NOUN
cet-15066	66	27	,	,	PUNCT
cet-15066	66	28	2017	2017	NUM
cet-15066	66	29	)	)	PUNCT
cet-15066	66	30	.	.	PUNCT
cet-15066	67	1	disinformation	disinformation	NOUN
cet-15066	67	2	is	be	AUX
cet-15066	67	3	false	false	ADJ
cet-15066	67	4	/	/	SYM
cet-15066	67	5	misleading	mislead	VERB
cet-15066	67	6	information	information	NOUN
cet-15066	67	7	that	that	PRON
cet-15066	67	8	is	be	AUX
cet-15066	67	9	deliberately	deliberately	ADV
cet-15066	67	10	and	and	CCONJ
cet-15066	67	11	knowingly	knowingly	ADV
cet-15066	67	12	disseminated	disseminate	VERB
cet-15066	67	13	,	,	PUNCT
cet-15066	67	14	usually	usually	ADV
cet-15066	67	15	with	with	ADP
cet-15066	67	16	the	the	DET
cet-15066	67	17	aim	aim	NOUN
cet-15066	67	18	of	of	ADP
cet-15066	67	19	influencing	influence	VERB
cet-15066	67	20	,	,	PUNCT
cet-15066	67	21	manipulating	manipulate	VERB
cet-15066	67	22	or	or	CCONJ
cet-15066	67	23	favouring	favour	VERB
cet-15066	67	24	a	a	DET
cet-15066	67	25	particular	particular	ADJ
cet-15066	67	26	message	message	NOUN
cet-15066	67	27	/	/	SYM
cet-15066	67	28	view	view	NOUN
cet-15066	67	29	.	.	PUNCT
cet-15066	68	1	a	a	DET
cet-15066	68	2	marked	mark	VERB
cet-15066	68	3	difference	difference	NOUN
cet-15066	68	4	from	from	ADP
cet-15066	68	5	the	the	DET
cet-15066	68	6	previous	previous	ADJ
cet-15066	68	7	category	category	NOUN
cet-15066	68	8	is	be	AUX
cet-15066	68	9	that	that	PRON
cet-15066	68	10	disinformation	disinformation	NOUN
cet-15066	68	11	is	be	AUX
cet-15066	68	12	also	also	ADV
cet-15066	68	13	created	create	VERB
cet-15066	68	14	and	and	CCONJ
cet-15066	68	15	disseminated	disseminate	VERB
cet-15066	68	16	with	with	ADP
cet-15066	68	17	the	the	DET
cet-15066	68	18	intention	intention	NOUN
cet-15066	68	19	to	to	PART
cet-15066	68	20	deceive	deceive	VERB
cet-15066	68	21	.	.	PUNCT
cet-15066	69	1	according	accord	VERB
cet-15066	69	2	to	to	ADP
cet-15066	69	3	fiia	fiia	NOUN
cet-15066	69	4	,	,	PUNCT
cet-15066	69	5	it	it	PRON
cet-15066	69	6	is	be	AUX
cet-15066	69	7	"	"	PUNCT
cet-15066	69	8	used	use	VERB
cet-15066	69	9	extensively	extensively	ADV
cet-15066	69	10	(	(	PUNCT
cet-15066	69	11	…	…	PUNCT
cet-15066	69	12	)	)	PUNCT
cet-15066	69	13	to	to	PART
cet-15066	69	14	refer	refer	VERB
cet-15066	69	15	to	to	ADP
cet-15066	69	16	written	write	VERB
cet-15066	69	17	or	or	CCONJ
cet-15066	69	18	oral	oral	ADJ
cet-15066	69	19	communication	communication	NOUN
cet-15066	69	20	containing	contain	VERB
cet-15066	69	21	intentionally	intentionally	ADV
cet-15066	69	22	false	false	ADJ
cet-15066	69	23	,	,	PUNCT
cet-15066	69	24	incomplete	incomplete	ADJ
cet-15066	69	25	,	,	PUNCT
cet-15066	69	26	or	or	CCONJ
cet-15066	69	27	misleading	mislead	VERB
cet-15066	69	28	information	information	NOUN
cet-15066	69	29	(	(	PUNCT
cet-15066	69	30	frequently	frequently	ADV
cet-15066	69	31	combined	combine	VERB
cet-15066	69	32	with	with	ADP
cet-15066	69	33	true	true	ADJ
cet-15066	69	34	information	information	NOUN
cet-15066	69	35	)	)	PUNCT
cet-15066	69	36	,	,	PUNCT
cet-15066	69	37	which	which	PRON
cet-15066	69	38	seeks	seek	VERB
cet-15066	69	39	to	to	PART
cet-15066	69	40	deceive	deceive	VERB
cet-15066	69	41	,	,	PUNCT
cet-15066	69	42	misinform	misinform	VERB
cet-15066	69	43	,	,	PUNCT
cet-15066	69	44	and/or	and/or	CCONJ
cet-15066	69	45	mislead	mislead	VERB
cet-15066	69	46	the	the	DET
cet-15066	69	47	target	target	NOUN
cet-15066	69	48	”	"	PUNCT
cet-15066	69	49	(	(	PUNCT
cet-15066	69	50	pynnöniemi	pynnöniemi	NOUN
cet-15066	69	51	and	and	CCONJ
cet-15066	69	52	rácz	rácz	NOUN
cet-15066	69	53	,	,	PUNCT
cet-15066	69	54	2016	2016	NUM
cet-15066	69	55	)	)	PUNCT
cet-15066	69	56	.	.	PUNCT
cet-15066	70	1	fake	fake	ADJ
cet-15066	70	2	news	news	NOUN
cet-15066	70	3	is	be	AUX
cet-15066	70	4	intentionally	intentionally	ADV
cet-15066	70	5	false	false	ADJ
cet-15066	70	6	/	/	SYM
cet-15066	70	7	misleading	mislead	VERB
cet-15066	70	8	information	information	NOUN
cet-15066	70	9	that	that	PRON
cet-15066	70	10	is	be	AUX
cet-15066	70	11	usually	usually	ADV
cet-15066	70	12	spread	spread	VERB
cet-15066	70	13	online	online	ADV
cet-15066	70	14	.	.	PUNCT
cet-15066	71	1	they	they	PRON
cet-15066	71	2	"	"	PUNCT
cet-15066	71	3	get	get	VERB
cet-15066	71	4	a	a	DET
cet-15066	71	5	lot	lot	NOUN
cet-15066	71	6	of	of	ADP
cet-15066	71	7	attention	attention	NOUN
cet-15066	71	8	on	on	ADP
cet-15066	71	9	social	social	ADJ
cet-15066	71	10	media	medium	NOUN
cet-15066	71	11	and	and	CCONJ
cet-15066	71	12	are	be	AUX
cet-15066	71	13	consumed	consume	VERB
cet-15066	71	14	by	by	ADP
cet-15066	71	15	millions	million	NOUN
cet-15066	71	16	of	of	ADP
cet-15066	71	17	people	people	NOUN
cet-15066	71	18	.	.	PUNCT
cet-15066	72	1	they	they	PRON
cet-15066	72	2	are	be	AUX
cet-15066	72	3	used	use	VERB
cet-15066	72	4	by	by	ADP
cet-15066	72	5	politicians	politician	NOUN
cet-15066	72	6	,	,	PUNCT
cet-15066	72	7	particularly	particularly	ADV
cet-15066	72	8	during	during	ADP
cet-15066	72	9	elections	election	NOUN
cet-15066	72	10	”	"	PUNCT
cet-15066	72	11	(	(	PUNCT
cet-15066	72	12	sadiku	sadiku	VERB
cet-15066	72	13	et	et	PROPN
cet-15066	72	14	al	al	PROPN
cet-15066	72	15	,	,	PUNCT
cet-15066	72	16	2018	2018	NUM
cet-15066	72	17	)	)	PUNCT
cet-15066	72	18	.	.	PUNCT
cet-15066	73	1	the	the	DET
cet-15066	73	2	popular	popular	ADJ
cet-15066	73	3	term	term	NOUN
cet-15066	73	4	fake	fake	ADJ
cet-15066	73	5	news	news	NOUN
cet-15066	73	6	can	can	AUX
cet-15066	73	7	mean	mean	VERB
cet-15066	73	8	clickbait	clickbait	NOUN
cet-15066	73	9	headlines	headline	NOUN
cet-15066	73	10	,	,	PUNCT
cet-15066	73	11	politically	politically	ADV
cet-15066	73	12	motivated	motivated	ADJ
cet-15066	73	13	misinformation	misinformation	NOUN
cet-15066	73	14	,	,	PUNCT
cet-15066	73	15	conspiracy	conspiracy	NOUN
cet-15066	73	16	theories	theory	NOUN
cet-15066	73	17	,	,	PUNCT
cet-15066	73	18	and	and	CCONJ
cet-15066	73	19	media	medium	NOUN
cet-15066	73	20	outlets	outlet	NOUN
cet-15066	73	21	not	not	PART
cet-15066	73	22	favoured	favour	VERB
cet-15066	73	23	by	by	ADP
cet-15066	73	24	the	the	DET
cet-15066	73	25	propagator	propagator	NOUN
cet-15066	73	26	or	or	CCONJ
cet-15066	73	27	accidental	accidental	ADJ
cet-15066	73	28	press	press	NOUN
cet-15066	73	29	errors	error	NOUN
cet-15066	73	30	.	.	PUNCT
cet-15066	74	1	such	such	ADJ
cet-15066	74	2	news	news	NOUN
cet-15066	74	3	is	be	AUX
cet-15066	74	4	artificially	artificially	ADV
cet-15066	74	5	"	"	PUNCT
cet-15066	74	6	manufactured	manufacture	VERB
cet-15066	74	7	"	"	PUNCT
cet-15066	74	8	,	,	PUNCT
cet-15066	74	9	targeted	target	VERB
cet-15066	74	10	at	at	ADP
cet-15066	74	11	specific	specific	ADJ
cet-15066	74	12	topics	topic	NOUN
cet-15066	74	13	/	/	SYM
cet-15066	74	14	individuals	individual	NOUN
cet-15066	74	15	,	,	PUNCT
cet-15066	74	16	and	and	CCONJ
cet-15066	74	17	intended	intend	VERB
cet-15066	74	18	to	to	PART
cet-15066	74	19	influence	influence	VERB
cet-15066	74	20	,	,	PUNCT
cet-15066	74	21	spread	spread	VERB
cet-15066	74	22	misconceptions	misconception	NOUN
cet-15066	74	23	,	,	PUNCT
cet-15066	74	24	and	and	CCONJ
cet-15066	74	25	manipulate	manipulate	VERB
cet-15066	74	26	public	public	ADJ
cet-15066	74	27	opinion	opinion	NOUN
cet-15066	74	28	.	.	PUNCT
cet-15066	75	1	whatever	whatever	PRON
cet-15066	75	2	the	the	DET
cet-15066	75	3	type	type	NOUN
cet-15066	75	4	of	of	ADP
cet-15066	75	5	fake	fake	ADJ
cet-15066	75	6	news	news	NOUN
cet-15066	75	7	,	,	PUNCT
cet-15066	75	8	it	it	PRON
cet-15066	75	9	can	can	AUX
cet-15066	75	10	be	be	AUX
cet-15066	75	11	a	a	DET
cet-15066	75	12	way	way	NOUN
cet-15066	75	13	to	to	PART
cet-15066	75	14	shake	shake	VERB
cet-15066	75	15	people	people	NOUN
cet-15066	75	16	's	's	PART
cet-15066	75	17	trust	trust	NOUN
cet-15066	75	18	.	.	PUNCT
cet-15066	76	1	most	most	ADJ
cet-15066	76	2	of	of	ADP
cet-15066	76	3	the	the	DET
cet-15066	76	4	global	global	ADJ
cet-15066	76	5	problems	problem	NOUN
cet-15066	76	6	affecting	affect	VERB
cet-15066	76	7	all	all	PRON
cet-15066	76	8	of	of	ADP
cet-15066	76	9	humanity	humanity	NOUN
cet-15066	76	10	are	be	AUX
cet-15066	76	11	related	relate	VERB
cet-15066	76	12	to	to	ADP
cet-15066	76	13	the	the	DET
cet-15066	76	14	environment	environment	NOUN
cet-15066	76	15	.	.	PUNCT
cet-15066	77	1	the	the	DET
cet-15066	77	2	latest	late	ADJ
cet-15066	77	3	advances	advance	NOUN
cet-15066	77	4	in	in	ADP
cet-15066	77	5	artificial	artificial	ADJ
cet-15066	77	6	intelligence	intelligence	NOUN
cet-15066	77	7	are	be	AUX
cet-15066	77	8	not	not	PART
cet-15066	77	9	yet	yet	ADV
cet-15066	77	10	being	be	AUX
cet-15066	77	11	used	use	VERB
cet-15066	77	12	to	to	PART
cet-15066	77	13	identify	identify	VERB
cet-15066	77	14	fake	fake	ADJ
cet-15066	77	15	news	news	NOUN
cet-15066	77	16	in	in	ADP
cet-15066	77	17	this	this	DET
cet-15066	77	18	domain	domain	NOUN
cet-15066	77	19	.	.	PUNCT
cet-15066	78	1	our	our	PRON
cet-15066	78	2	research	research	NOUN
cet-15066	78	3	aims	aim	VERB
cet-15066	78	4	to	to	PART
cet-15066	78	5	fill	fill	VERB
cet-15066	78	6	this	this	DET
cet-15066	78	7	gap	gap	NOUN
cet-15066	78	8	.	.	PUNCT
cet-15066	79	1	the	the	DET
cet-15066	79	2	aim	aim	NOUN
cet-15066	79	3	was	be	AUX
cet-15066	79	4	to	to	PART
cet-15066	79	5	create	create	VERB
cet-15066	79	6	an	an	DET
cet-15066	79	7	ml	ml	NOUN
cet-15066	79	8	-	-	PUNCT
cet-15066	79	9	based	base	VERB
cet-15066	79	10	model	model	NOUN
cet-15066	79	11	capable	capable	ADJ
cet-15066	79	12	of	of	ADP
cet-15066	79	13	identifying	identify	VERB
cet-15066	79	14	fake	fake	ADJ
cet-15066	79	15	news	news	NOUN
cet-15066	79	16	specifically	specifically	ADV
cet-15066	79	17	related	relate	VERB
cet-15066	79	18	to	to	ADP
cet-15066	79	19	environmental	environmental	ADJ
cet-15066	79	20	engineering	engineering	NOUN
cet-15066	79	21	with	with	ADP
cet-15066	79	22	high	high	ADJ
cet-15066	79	23	accuracy	accuracy	NOUN
cet-15066	79	24	,	,	PUNCT
cet-15066	79	25	which	which	PRON
cet-15066	79	26	will	will	AUX
cet-15066	79	27	later	later	ADV
cet-15066	79	28	be	be	AUX
cet-15066	79	29	used	use	VERB
cet-15066	79	30	to	to	PART
cet-15066	79	31	predict	predict	VERB
cet-15066	79	32	the	the	DET
cet-15066	79	33	veracity	veracity	NOUN
cet-15066	79	34	of	of	ADP
cet-15066	79	35	social	social	ADJ
cet-15066	79	36	media	medium	NOUN
cet-15066	79	37	posts	post	NOUN
cet-15066	79	38	.	.	PUNCT
cet-15066	80	1	in	in	ADP
cet-15066	80	2	this	this	DET
cet-15066	80	3	chapter	chapter	NOUN
cet-15066	80	4	,	,	PUNCT
cet-15066	80	5	the	the	DET
cet-15066	80	6	preparation	preparation	NOUN
cet-15066	80	7	of	of	ADP
cet-15066	80	8	the	the	DET
cet-15066	80	9	dataset	dataset	NOUN
cet-15066	80	10	,	,	PUNCT
cet-15066	80	11	the	the	DET
cet-15066	80	12	data	data	NOUN
cet-15066	80	13	cleaning	cleaning	NOUN
cet-15066	80	14	method	method	NOUN
cet-15066	80	15	,	,	PUNCT
cet-15066	80	16	the	the	DET
cet-15066	80	17	process	process	NOUN
cet-15066	80	18	of	of	ADP
cet-15066	80	19	decomposing	decompose	VERB
cet-15066	80	20	the	the	DET
cet-15066	80	21	training	training	NOUN
cet-15066	80	22	and	and	CCONJ
cet-15066	80	23	test	test	NOUN
cet-15066	80	24	set	set	VERB
cet-15066	80	25	,	,	PUNCT
cet-15066	80	26	and	and	CCONJ
cet-15066	80	27	the	the	DET
cet-15066	80	28	ml	ml	PROPN
cet-15066	80	29	algorithms	algorithm	NOUN
cet-15066	80	30	used	use	VERB
cet-15066	80	31	are	be	AUX
cet-15066	80	32	described	describe	VERB
cet-15066	80	33	.	.	PUNCT
cet-15066	81	1	during	during	ADP
cet-15066	81	2	this	this	DET
cet-15066	81	3	process	process	NOUN
cet-15066	81	4	,	,	PUNCT
cet-15066	81	5	the	the	DET
cet-15066	81	6	authors	author	NOUN
cet-15066	81	7	mainly	mainly	ADV
cet-15066	81	8	used	use	VERB
cet-15066	81	9	azure	azure	NOUN
cet-15066	81	10	's	's	PART
cet-15066	81	11	machine	machine	NOUN
cet-15066	81	12	learning	learn	VERB
cet-15066	81	13	cloud	cloud	NOUN
cet-15066	81	14	-	-	PUNCT
cet-15066	81	15	based	base	VERB
cet-15066	81	16	service	service	NOUN
cet-15066	81	17	platform	platform	NOUN
cet-15066	81	18	,	,	PUNCT
cet-15066	81	19	which	which	PRON
cet-15066	81	20	provides	provide	VERB
cet-15066	81	21	researchers	researcher	NOUN
cet-15066	81	22	with	with	ADP
cet-15066	81	23	a	a	DET
cet-15066	81	24	range	range	NOUN
cet-15066	81	25	of	of	ADP
cet-15066	81	26	technologies	technology	NOUN
cet-15066	81	27	.	.	PUNCT
cet-15066	82	1	3.1	3.1	NUM
cet-15066	82	2	data	datum	NOUN
cet-15066	82	3	set	set	VERB
cet-15066	82	4	and	and	CCONJ
cet-15066	82	5	data	datum	NOUN
cet-15066	82	6	cleaning	clean	VERB
cet-15066	82	7	the	the	DET
cet-15066	82	8	set	set	NOUN
cet-15066	82	9	of	of	ADP
cet-15066	82	10	training	training	NOUN
cet-15066	82	11	and	and	CCONJ
cet-15066	82	12	validation	validation	NOUN
cet-15066	82	13	data	datum	NOUN
cet-15066	82	14	comes	come	VERB
cet-15066	82	15	from	from	ADP
cet-15066	82	16	the	the	DET
cet-15066	82	17	fake	fake	ADJ
cet-15066	82	18	and	and	CCONJ
cet-15066	82	19	real	real	ADJ
cet-15066	82	20	news	news	NOUN
cet-15066	82	21	data	datum	NOUN
cet-15066	82	22	dataset	dataset	NOUN
cet-15066	82	23	(	(	PUNCT
cet-15066	82	24	subhadeep	subhadeep	NOUN
cet-15066	82	25	,	,	PUNCT
cet-15066	82	26	2022	2022	NUM
cet-15066	82	27	)	)	PUNCT
cet-15066	82	28	,	,	PUNCT
cet-15066	82	29	specially	specially	ADV
cet-15066	82	30	prepared	prepared	ADJ
cet-15066	82	31	to	to	PART
cet-15066	82	32	identify	identify	VERB
cet-15066	82	33	fake	fake	ADJ
cet-15066	82	34	news	news	NOUN
cet-15066	82	35	.	.	PUNCT
cet-15066	83	1	this	this	DET
cet-15066	83	2	dataset	dataset	NOUN
cet-15066	83	3	has	have	VERB
cet-15066	83	4	its	its	PRON
cet-15066	83	5	own	own	ADJ
cet-15066	83	6	limitations	limitation	NOUN
cet-15066	83	7	–	–	PUNCT
cet-15066	83	8	primarily	primarily	ADV
cet-15066	83	9	the	the	DET
cet-15066	83	10	social	social	ADJ
cet-15066	83	11	media	medium	NOUN
cet-15066	83	12	context	context	NOUN
cet-15066	83	13	and	and	CCONJ
cet-15066	83	14	the	the	DET
cet-15066	83	15	nature	nature	NOUN
cet-15066	83	16	of	of	ADP
cet-15066	83	17	the	the	DET
cet-15066	83	18	news	news	NOUN
cet-15066	83	19	on	on	ADP
cet-15066	83	20	which	which	PRON
cet-15066	83	21	the	the	DET
cet-15066	83	22	training	training	NOUN
cet-15066	83	23	was	be	AUX
cet-15066	83	24	performed	perform	VERB
cet-15066	83	25	,	,	PUNCT
cet-15066	83	26	and	and	CCONJ
cet-15066	83	27	the	the	DET
cet-15066	83	28	interval	interval	NOUN
cet-15066	83	29	processed	process	VERB
cet-15066	83	30	determines	determine	VERB
cet-15066	83	31	the	the	DET
cet-15066	83	32	period	period	NOUN
cet-15066	83	33	over	over	ADP
cet-15066	83	34	which	which	PRON
cet-15066	83	35	the	the	DET
cet-15066	83	36	model	model	NOUN
cet-15066	83	37	is	be	AUX
cet-15066	83	38	suitable	suitable	ADJ
cet-15066	83	39	for	for	ADP
cet-15066	83	40	categorising	categorise	VERB
cet-15066	83	41	posts	post	NOUN
cet-15066	83	42	.	.	PUNCT
cet-15066	84	1	however	however	ADV
cet-15066	84	2	,	,	PUNCT
cet-15066	84	3	the	the	DET
cet-15066	84	4	global	global	ADJ
cet-15066	84	5	nature	nature	NOUN
cet-15066	84	6	and	and	CCONJ
cet-15066	84	7	use	use	NOUN
cet-15066	84	8	of	of	ADP
cet-15066	84	9	news	news	NOUN
cet-15066	84	10	with	with	ADP
cet-15066	84	11	diverse	diverse	ADJ
cet-15066	84	12	content	content	NOUN
cet-15066	84	13	greatly	greatly	ADV
cet-15066	84	14	increases	increase	VERB
cet-15066	84	15	its	its	PRON
cet-15066	84	16	usability	usability	NOUN
cet-15066	84	17	.	.	PUNCT
cet-15066	85	1	the	the	DET
cet-15066	85	2	set	set	NOUN
cet-15066	85	3	was	be	AUX
cet-15066	85	4	initially	initially	ADV
cet-15066	85	5	filtered	filter	VERB
cet-15066	85	6	for	for	ADP
cet-15066	85	7	entries	entry	NOUN
cet-15066	85	8	containing	contain	VERB
cet-15066	85	9	the	the	DET
cet-15066	85	10	environmental	environmental	ADJ
cet-15066	85	11	engineering	engineering	NOUN
cet-15066	85	12	-	-	PUNCT
cet-15066	85	13	related	relate	VERB
cet-15066	85	14	keywords	keyword	NOUN
cet-15066	85	15	that	that	PRON
cet-15066	85	16	had	have	AUX
cet-15066	85	17	been	be	AUX
cet-15066	85	18	collected	collect	VERB
cet-15066	85	19	.	.	PUNCT
cet-15066	86	1	for	for	ADP
cet-15066	86	2	the	the	DET
cet-15066	86	3	keyword	keyword	NOUN
cet-15066	86	4	specification	specification	NOUN
cet-15066	86	5	,	,	PUNCT
cet-15066	86	6	abstracts	abstract	NOUN
cet-15066	86	7	from	from	ADP
cet-15066	86	8	the	the	DET
cet-15066	86	9	2022	2022	NUM
cet-15066	86	10	volumes	volume	NOUN
cet-15066	86	11	of	of	ADP
cet-15066	86	12	the	the	DET
cet-15066	86	13	chemical	chemical	NOUN
cet-15066	86	14	engineering	engineering	NOUN
cet-15066	86	15	transactions	transaction	NOUN
cet-15066	86	16	were	be	AUX
cet-15066	86	17	analysed	analyse	VERB
cet-15066	86	18	.	.	PUNCT
cet-15066	87	1	based	base	VERB
cet-15066	87	2	on	on	ADP
cet-15066	87	3	the	the	DET
cet-15066	87	4	analysis	analysis	NOUN
cet-15066	87	5	,	,	PUNCT
cet-15066	87	6	table	table	NOUN
cet-15066	87	7	1	1	NUM
cet-15066	87	8	shows	show	VERB
cet-15066	87	9	the	the	DET
cet-15066	87	10	selected	select	VERB
cet-15066	87	11	keywords	keyword	NOUN
cet-15066	87	12	relevant	relevant	ADJ
cet-15066	87	13	to	to	ADP
cet-15066	87	14	the	the	DET
cet-15066	87	15	field	field	NOUN
cet-15066	87	16	under	under	ADP
cet-15066	87	17	examination	examination	NOUN
cet-15066	87	18	and	and	CCONJ
cet-15066	87	19	their	their	PRON
cet-15066	87	20	frequency	frequency	NOUN
cet-15066	87	21	in	in	ADP
cet-15066	87	22	the	the	DET
cet-15066	87	23	abstracts	abstract	NOUN
cet-15066	87	24	.	.	PUNCT
cet-15066	88	1	table	table	NOUN
cet-15066	88	2	1	1	NUM
cet-15066	88	3	:	:	PUNCT
cet-15066	88	4	most	most	ADV
cet-15066	88	5	common	common	ADJ
cet-15066	88	6	keywords	keyword	NOUN
cet-15066	88	7	from	from	ADP
cet-15066	88	8	chemical	chemical	ADJ
cet-15066	88	9	engineering	engineering	NOUN
cet-15066	88	10	transactions	transaction	NOUN
cet-15066	88	11	2022	2022	NUM
cet-15066	88	12	rank	rank	NOUN
cet-15066	88	13	keyword	keyword	NOUN
cet-15066	88	14	occurrence	occurrence	NOUN
cet-15066	88	15	rank	rank	NOUN
cet-15066	88	16	keyword	keyword	NOUN
cet-15066	88	17	occurrence	occurrence	NOUN
cet-15066	88	18	1	1	NUM
cet-15066	88	19	hydrogen	hydrogen	NOUN
cet-15066	88	20	269	269	NUM
cet-15066	88	21	11	11	NUM
cet-15066	88	22	carbon	carbon	NOUN
cet-15066	88	23	dioxide	dioxide	NOUN
cet-15066	88	24	45	45	NUM
cet-15066	88	25	2	2	NUM
cet-15066	88	26	biomass	biomass	NOUN
cet-15066	88	27	195	195	NUM
cet-15066	88	28	12	12	NUM
cet-15066	88	29	greenhouse	greenhouse	NOUN
cet-15066	88	30	44	44	NUM
cet-15066	88	31	3	3	NUM
cet-15066	88	32	co2	co2	VERB
cet-15066	88	33	156	156	NUM
cet-15066	88	34	13	13	NUM
cet-15066	88	35	climate	climate	NOUN
cet-15066	88	36	change	change	NOUN
cet-15066	88	37	39	39	NUM
cet-15066	88	38	4	4	NUM
cet-15066	88	39	wastewater	wastewater	NOUN
cet-15066	88	40	113	113	NUM
cet-15066	88	41	14	14	NUM
cet-15066	88	42	pollution	pollution	NOUN
cet-15066	88	43	38	38	NUM
cet-15066	88	44	5	5	NUM
cet-15066	88	45	sustainable	sustainable	ADJ
cet-15066	88	46	91	91	NUM
cet-15066	88	47	15	15	NUM
cet-15066	88	48	recycling	recycle	VERB
cet-15066	88	49	32	32	NUM
cet-15066	88	50	6	6	NUM
cet-15066	88	51	renewable	renewable	ADJ
cet-15066	88	52	76	76	NUM
cet-15066	88	53	16	16	NUM
cet-15066	88	54	flammable	flammable	ADJ
cet-15066	88	55	25	25	NUM
cet-15066	88	56	7	7	NUM
cet-15066	88	57	explosion	explosion	NOUN
cet-15066	88	58	71	71	NUM
cet-15066	88	59	17	17	NUM
cet-15066	88	60	dust	dust	NOUN
cet-15066	88	61	24	24	NUM
cet-15066	88	62	8	8	NUM
cet-15066	88	63	environment	environment	NOUN
cet-15066	88	64	68	68	NUM
cet-15066	88	65	18	18	NUM
cet-15066	88	66	corrosion	corrosion	NOUN
cet-15066	88	67	23	23	NUM
cet-15066	88	68	9	9	NUM
cet-15066	88	69	sustainability	sustainability	NOUN
cet-15066	88	70	52	52	NUM
cet-15066	88	71	19	19	NUM
cet-15066	88	72	covid	covid	NOUN
cet-15066	88	73	21	21	NUM
cet-15066	88	74	10	10	NUM
cet-15066	88	75	reactor	reactor	NOUN
cet-15066	88	76	51	51	NUM
cet-15066	88	77	20	20	NUM
cet-15066	88	78	pandemic	pandemic	ADJ
cet-15066	88	79	15	15	NUM
cet-15066	88	80	963	963	NUM
cet-15066	88	81	this	this	PRON
cet-15066	88	82	left	leave	VERB
cet-15066	88	83	1,744	1,744	NUM
cet-15066	88	84	records	record	NOUN
cet-15066	88	85	out	out	ADP
cet-15066	88	86	of	of	ADP
cet-15066	88	87	the	the	DET
cet-15066	88	88	original	original	ADJ
cet-15066	88	89	6,334	6,334	NUM
cet-15066	88	90	entries	entry	NOUN
cet-15066	88	91	,	,	PUNCT
cet-15066	88	92	which	which	PRON
cet-15066	88	93	was	be	AUX
cet-15066	88	94	plenty	plenty	ADJ
cet-15066	88	95	enough	enough	ADV
cet-15066	88	96	to	to	PART
cet-15066	88	97	train	train	VERB
cet-15066	88	98	the	the	DET
cet-15066	88	99	models	model	NOUN
cet-15066	88	100	.	.	PUNCT
cet-15066	89	1	as	as	SCONJ
cet-15066	89	2	the	the	DET
cet-15066	89	3	real	real	ADJ
cet-15066	89	4	and	and	CCONJ
cet-15066	89	5	fake	fake	ADJ
cet-15066	89	6	class	class	NOUN
cet-15066	89	7	labels	label	NOUN
cet-15066	89	8	were	be	AUX
cet-15066	89	9	already	already	ADV
cet-15066	89	10	available	available	ADJ
cet-15066	89	11	,	,	PUNCT
cet-15066	89	12	the	the	DET
cet-15066	89	13	model	model	NOUN
cet-15066	89	14	evaluation	evaluation	NOUN
cet-15066	89	15	simply	simply	ADV
cet-15066	89	16	involved	involve	VERB
cet-15066	89	17	evaluating	evaluate	VERB
cet-15066	89	18	the	the	DET
cet-15066	89	19	results	result	NOUN
cet-15066	89	20	and	and	CCONJ
cet-15066	89	21	comparing	compare	VERB
cet-15066	89	22	the	the	DET
cet-15066	89	23	prediction	prediction	NOUN
cet-15066	89	24	with	with	ADP
cet-15066	89	25	the	the	DET
cet-15066	89	26	actual	actual	ADJ
cet-15066	89	27	result	result	NOUN
cet-15066	89	28	.	.	PUNCT
cet-15066	90	1	the	the	DET
cet-15066	90	2	first	first	ADJ
cet-15066	90	3	task	task	NOUN
cet-15066	90	4	was	be	AUX
cet-15066	90	5	data	datum	NOUN
cet-15066	90	6	cleaning	clean	VERB
cet-15066	90	7	.	.	PUNCT
cet-15066	91	1	this	this	PRON
cet-15066	91	2	involved	involve	VERB
cet-15066	91	3	fixing	fix	VERB
cet-15066	91	4	the	the	DET
cet-15066	91	5	tags	tag	NOUN
cet-15066	91	6	that	that	PRON
cet-15066	91	7	were	be	AUX
cet-15066	91	8	incorrectly	incorrectly	ADV
cet-15066	91	9	linked	link	VERB
cet-15066	91	10	and	and	CCONJ
cet-15066	91	11	merging	merge	VERB
cet-15066	91	12	the	the	DET
cet-15066	91	13	“	"	PUNCT
cet-15066	91	14	title	title	NOUN
cet-15066	91	15	”	"	PUNCT
cet-15066	91	16	field	field	NOUN
cet-15066	91	17	with	with	ADP
cet-15066	91	18	the	the	DET
cet-15066	91	19	detailed	detailed	ADJ
cet-15066	91	20	text	text	NOUN
cet-15066	91	21	field	field	NOUN
cet-15066	91	22	.	.	PUNCT
cet-15066	92	1	empty	empty	ADJ
cet-15066	92	2	fields	field	NOUN
cet-15066	92	3	and	and	CCONJ
cet-15066	92	4	unreadable	unreadable	ADJ
cet-15066	92	5	characters	character	NOUN
cet-15066	92	6	were	be	AUX
cet-15066	92	7	then	then	ADV
cet-15066	92	8	removed	remove	VERB
cet-15066	92	9	,	,	PUNCT
cet-15066	92	10	and	and	CCONJ
cet-15066	92	11	the	the	DET
cet-15066	92	12	delimiters	delimiter	NOUN
cet-15066	92	13	were	be	AUX
cet-15066	92	14	corrected	correct	VERB
cet-15066	92	15	to	to	PART
cet-15066	92	16	obtain	obtain	VERB
cet-15066	92	17	a	a	DET
cet-15066	92	18	proper	proper	ADJ
cet-15066	92	19	csv	csv	NOUN
cet-15066	92	20	file	file	NOUN
cet-15066	92	21	.	.	PUNCT
cet-15066	93	1	since	since	SCONJ
cet-15066	93	2	the	the	DET
cet-15066	93	3	set	set	NOUN
cet-15066	93	4	was	be	AUX
cet-15066	93	5	still	still	ADV
cet-15066	93	6	not	not	PART
cet-15066	93	7	correct	correct	ADJ
cet-15066	93	8	for	for	ADP
cet-15066	93	9	azure	azure	NOUN
cet-15066	93	10	(	(	PUNCT
cet-15066	93	11	its	its	PRON
cet-15066	93	12	summarize	summarize	NOUN
cet-15066	93	13	function	function	NOUN
cet-15066	93	14	identified	identify	VERB
cet-15066	93	15	4	4	NUM
cet-15066	93	16	classes	class	NOUN
cet-15066	93	17	instead	instead	ADV
cet-15066	93	18	of	of	ADP
cet-15066	93	19	2	2	NUM
cet-15066	93	20	because	because	SCONJ
cet-15066	93	21	of	of	ADP
cet-15066	93	22	the	the	DET
cet-15066	93	23	incorrect	incorrect	ADJ
cet-15066	93	24	structure	structure	NOUN
cet-15066	93	25	)	)	PUNCT
cet-15066	93	26	,	,	PUNCT
cet-15066	93	27	non	non	ADJ
cet-15066	93	28	-	-	ADJ
cet-15066	93	29	printable	printable	ADJ
cet-15066	93	30	characters	character	NOUN
cet-15066	93	31	were	be	AUX
cet-15066	93	32	cleaned	clean	VERB
cet-15066	93	33	.	.	PUNCT
cet-15066	94	1	3.2	3.2	NUM
cet-15066	94	2	text	text	NOUN
cet-15066	94	3	processing	processing	NOUN
cet-15066	94	4	for	for	ADP
cet-15066	94	5	preprocessing	preprocessing	NOUN
cet-15066	94	6	,	,	PUNCT
cet-15066	94	7	stopwords	stopword	NOUN
cet-15066	94	8	were	be	AUX
cet-15066	94	9	removed	remove	VERB
cet-15066	94	10	,	,	PUNCT
cet-15066	94	11	and	and	CCONJ
cet-15066	94	12	lemmatization	lemmatization	NOUN
cet-15066	94	13	,	,	PUNCT
cet-15066	94	14	lowercase	lowercase	PROPN
cet-15066	94	15	conversion	conversion	NOUN
cet-15066	94	16	,	,	PUNCT
cet-15066	94	17	sentence	sentence	NOUN
cet-15066	94	18	detection	detection	NOUN
cet-15066	94	19	,	,	PUNCT
cet-15066	94	20	number	number	NOUN
cet-15066	94	21	and	and	CCONJ
cet-15066	94	22	special	special	ADJ
cet-15066	94	23	character	character	NOUN
cet-15066	94	24	filtering	filtering	NOUN
cet-15066	94	25	,	,	PUNCT
cet-15066	94	26	duplicate	duplicate	ADJ
cet-15066	94	27	character	character	NOUN
cet-15066	94	28	deletion	deletion	NOUN
cet-15066	94	29	and	and	CCONJ
cet-15066	94	30	tokenization	tokenization	NOUN
cet-15066	94	31	were	be	AUX
cet-15066	94	32	performed	perform	VERB
cet-15066	94	33	.	.	PUNCT
cet-15066	95	1	the	the	DET
cet-15066	95	2	preprocessed	preprocesse	VERB
cet-15066	95	3	data	datum	NOUN
cet-15066	95	4	was	be	AUX
cet-15066	95	5	split	split	VERB
cet-15066	95	6	into	into	ADP
cet-15066	95	7	80	80	NUM
cet-15066	95	8	%	%	NOUN
cet-15066	95	9	teaching	teaching	NOUN
cet-15066	95	10	and	and	CCONJ
cet-15066	95	11	20	20	NUM
cet-15066	95	12	%	%	NOUN
cet-15066	95	13	validation	validation	NOUN
cet-15066	95	14	datasets	dataset	NOUN
cet-15066	95	15	.	.	PUNCT
cet-15066	96	1	the	the	DET
cet-15066	96	2	dataset	dataset	NOUN
cet-15066	96	3	contained	contain	VERB
cet-15066	96	4	2	2	NUM
cet-15066	96	5	columns	column	NOUN
cet-15066	96	6	and	and	CCONJ
cet-15066	96	7	1,744	1,744	NUM
cet-15066	96	8	records	record	NOUN
cet-15066	96	9	each	each	PRON
cet-15066	96	10	in	in	ADP
cet-15066	96	11	english	english	PROPN
cet-15066	96	12	.	.	PUNCT
cet-15066	97	1	two	two	NUM
cet-15066	97	2	different	different	ADJ
cet-15066	97	3	methods	method	NOUN
cet-15066	97	4	for	for	ADP
cet-15066	97	5	text	text	NOUN
cet-15066	97	6	processing	processing	NOUN
cet-15066	97	7	and	and	CCONJ
cet-15066	97	8	text	text	NOUN
cet-15066	97	9	attribute	attribute	NOUN
cet-15066	97	10	generation	generation	NOUN
cet-15066	97	11	were	be	AUX
cet-15066	97	12	tried	try	VERB
cet-15066	97	13	.	.	PUNCT
cet-15066	98	1	feature	feature	NOUN
cet-15066	98	2	hashing	hashing	NOUN
cet-15066	98	3	is	be	AUX
cet-15066	98	4	“	"	PUNCT
cet-15066	98	5	a	a	DET
cet-15066	98	6	common	common	ADJ
cet-15066	98	7	technique	technique	NOUN
cet-15066	98	8	for	for	ADP
cet-15066	98	9	handling	handle	VERB
cet-15066	98	10	out	out	ADP
cet-15066	98	11	-	-	PUNCT
cet-15066	98	12	of	of	ADP
cet-15066	98	13	-	-	PUNCT
cet-15066	98	14	dictionary	dictionary	NOUN
cet-15066	98	15	vocabulary	vocabulary	NOUN
cet-15066	98	16	,	,	PUNCT
cet-15066	98	17	and	and	CCONJ
cet-15066	98	18	for	for	ADP
cet-15066	98	19	creating	create	VERB
cet-15066	98	20	a	a	DET
cet-15066	98	21	lookup	lookup	NOUN
cet-15066	98	22	table	table	NOUN
cet-15066	98	23	to	to	PART
cet-15066	98	24	find	find	VERB
cet-15066	98	25	feature	feature	NOUN
cet-15066	98	26	weights	weight	NOUN
cet-15066	98	27	in	in	ADP
cet-15066	98	28	constant	constant	ADJ
cet-15066	98	29	time	time	NOUN
cet-15066	98	30	”	"	PUNCT
cet-15066	98	31	(	(	PUNCT
cet-15066	98	32	fletcher	fletcher	PROPN
cet-15066	98	33	et	et	PROPN
cet-15066	98	34	al	al	PROPN
cet-15066	98	35	.	.	PROPN
cet-15066	98	36	,	,	PUNCT
cet-15066	98	37	2022	2022	NUM
cet-15066	98	38	)	)	PUNCT
cet-15066	98	39	,	,	PUNCT
cet-15066	98	40	while	while	SCONJ
cet-15066	98	41	the	the	DET
cet-15066	98	42	extract	extract	NOUN
cet-15066	98	43	n	n	NOUN
cet-15066	98	44	-	-	PUNCT
cet-15066	98	45	gram	gram	NOUN
cet-15066	98	46	from	from	ADP
cet-15066	98	47	text	text	NOUN
cet-15066	98	48	procedure	procedure	NOUN
cet-15066	98	49	consists	consist	VERB
cet-15066	98	50	of	of	ADP
cet-15066	98	51	creating	create	VERB
cet-15066	98	52	a	a	DET
cet-15066	98	53	dictionary	dictionary	NOUN
cet-15066	98	54	from	from	ADP
cet-15066	98	55	the	the	DET
cet-15066	98	56	words	word	NOUN
cet-15066	98	57	of	of	ADP
cet-15066	98	58	the	the	DET
cet-15066	98	59	cleaned	clean	VERB
cet-15066	98	60	dataset	dataset	NOUN
cet-15066	98	61	,	,	PUNCT
cet-15066	98	62	according	accord	VERB
cet-15066	98	63	to	to	ADP
cet-15066	98	64	the	the	DET
cet-15066	98	65	predefined	predefine	VERB
cet-15066	98	66	breakdown	breakdown	NOUN
cet-15066	98	67	(	(	PUNCT
cet-15066	98	68	unigrams	unigram	NOUN
cet-15066	98	69	,	,	PUNCT
cet-15066	98	70	bigrams	bigram	NOUN
cet-15066	98	71	and	and	CCONJ
cet-15066	98	72	trigrams	trigram	NOUN
cet-15066	98	73	)	)	PUNCT
cet-15066	98	74	(	(	PUNCT
cet-15066	98	75	microsoft	microsoft	PROPN
cet-15066	98	76	,	,	PUNCT
cet-15066	98	77	2021	2021	NUM
cet-15066	98	78	)	)	PUNCT
cet-15066	98	79	.	.	PUNCT
cet-15066	99	1	in	in	ADP
cet-15066	99	2	the	the	DET
cet-15066	99	3	approaches	approach	NOUN
cet-15066	99	4	tested	test	VERB
cet-15066	99	5	,	,	PUNCT
cet-15066	99	6	the	the	DET
cet-15066	99	7	trigrams	trigram	NOUN
cet-15066	99	8	-	-	PUNCT
cet-15066	99	9	based	base	VERB
cet-15066	99	10	n	n	CCONJ
cet-15066	99	11	-	-	PUNCT
cet-15066	99	12	gram	gram	NOUN
cet-15066	99	13	text	text	NOUN
cet-15066	99	14	processing	processing	NOUN
cet-15066	99	15	combined	combine	VERB
cet-15066	99	16	with	with	ADP
cet-15066	99	17	the	the	DET
cet-15066	99	18	different	different	ADJ
cet-15066	99	19	machine	machine	NOUN
cet-15066	99	20	learning	learn	VERB
cet-15066	99	21	algorithms	algorithm	NOUN
cet-15066	99	22	yielded	yield	VERB
cet-15066	99	23	significantly	significantly	ADV
cet-15066	99	24	more	more	ADV
cet-15066	99	25	accurate	accurate	ADJ
cet-15066	99	26	prediction	prediction	NOUN
cet-15066	99	27	results	result	NOUN
cet-15066	99	28	compared	compare	VERB
cet-15066	99	29	to	to	ADP
cet-15066	99	30	feature	feature	NOUN
cet-15066	99	31	hashing	hashing	NOUN
cet-15066	99	32	.	.	PUNCT
cet-15066	100	1	the	the	DET
cet-15066	100	2	focus	focus	NOUN
cet-15066	100	3	shifted	shift	VERB
cet-15066	100	4	to	to	ADP
cet-15066	100	5	utilizing	utilize	VERB
cet-15066	100	6	this	this	DET
cet-15066	100	7	type	type	NOUN
cet-15066	100	8	of	of	ADP
cet-15066	100	9	text	text	NOUN
cet-15066	100	10	processing	processing	NOUN
cet-15066	100	11	in	in	ADP
cet-15066	100	12	subsequent	subsequent	ADJ
cet-15066	100	13	training	training	NOUN
cet-15066	100	14	processes	process	NOUN
cet-15066	100	15	.	.	PUNCT
cet-15066	101	1	3.3	3.3	NUM
cet-15066	101	2	training	train	VERB
cet-15066	101	3	the	the	DET
cet-15066	101	4	models	model	NOUN
cet-15066	101	5	during	during	ADP
cet-15066	101	6	the	the	DET
cet-15066	101	7	training	training	NOUN
cet-15066	101	8	process	process	NOUN
cet-15066	101	9	efforts	effort	NOUN
cet-15066	101	10	were	be	AUX
cet-15066	101	11	made	make	VERB
cet-15066	101	12	to	to	PART
cet-15066	101	13	train	train	VERB
cet-15066	101	14	different	different	ADJ
cet-15066	101	15	models	model	NOUN
cet-15066	101	16	(	(	PUNCT
cet-15066	101	17	model1	model1	PROPN
cet-15066	101	18	-	-	PUNCT
cet-15066	101	19	5	5	NUM
cet-15066	101	20	)	)	PUNCT
cet-15066	101	21	using	use	VERB
cet-15066	101	22	several	several	ADJ
cet-15066	101	23	ml	ml	NOUN
cet-15066	101	24	algorithms	algorithm	NOUN
cet-15066	101	25	,	,	PUNCT
cet-15066	101	26	including	include	VERB
cet-15066	101	27	two	two	NUM
cet-15066	101	28	-	-	PUNCT
cet-15066	101	29	class	class	NOUN
cet-15066	101	30	logistic	logistic	ADJ
cet-15066	101	31	regression	regression	NOUN
cet-15066	101	32	(	(	PUNCT
cet-15066	101	33	l2	l2	NOUN
cet-15066	101	34	regularization	regularization	NOUN
cet-15066	101	35	weight	weight	NOUN
cet-15066	101	36	:	:	PUNCT
cet-15066	101	37	1.0	1.0	NUM
cet-15066	101	38	)	)	PUNCT
cet-15066	101	39	,	,	PUNCT
cet-15066	101	40	two	two	NUM
cet-15066	101	41	-	-	PUNCT
cet-15066	101	42	class	class	NOUN
cet-15066	101	43	decision	decision	NOUN
cet-15066	101	44	forest	forest	NOUN
cet-15066	101	45	(	(	PUNCT
cet-15066	101	46	number	number	NOUN
cet-15066	101	47	of	of	ADP
cet-15066	101	48	decision	decision	NOUN
cet-15066	101	49	trees	tree	NOUN
cet-15066	101	50	:	:	PUNCT
cet-15066	101	51	8	8	NUM
cet-15066	101	52	;	;	PUNCT
cet-15066	101	53	maximum	maximum	ADJ
cet-15066	101	54	depth	depth	NOUN
cet-15066	101	55	of	of	ADP
cet-15066	101	56	the	the	DET
cet-15066	101	57	decision	decision	NOUN
cet-15066	101	58	trees	tree	NOUN
cet-15066	101	59	:	:	PUNCT
cet-15066	101	60	32	32	NUM
cet-15066	101	61	;	;	PUNCT
cet-15066	101	62	bagging	bag	VERB
cet-15066	101	63	resampling	resampling	NOUN
cet-15066	101	64	)	)	PUNCT
cet-15066	101	65	,	,	PUNCT
cet-15066	101	66	neural	neural	ADJ
cet-15066	101	67	network	network	NOUN
cet-15066	101	68	(	(	PUNCT
cet-15066	101	69	one	one	NUM
cet-15066	101	70	hidden	hide	VERB
cet-15066	101	71	layer	layer	NOUN
cet-15066	101	72	,	,	PUNCT
cet-15066	101	73	nodes	node	NOUN
cet-15066	101	74	in	in	ADP
cet-15066	101	75	the	the	DET
cet-15066	101	76	hidden	hide	VERB
cet-15066	101	77	layer	layer	NOUN
cet-15066	101	78	:	:	PUNCT
cet-15066	101	79	100	100	NUM
cet-15066	101	80	;	;	PUNCT
cet-15066	101	81	learning	learn	VERB
cet-15066	101	82	rate	rate	NOUN
cet-15066	101	83	:	:	PUNCT
cet-15066	101	84	0.1	0.1	NUM
cet-15066	101	85	;	;	PUNCT
cet-15066	101	86	learning	learn	VERB
cet-15066	101	87	iterations	iteration	NOUN
cet-15066	101	88	:	:	PUNCT
cet-15066	101	89	100	100	NUM
cet-15066	101	90	)	)	PUNCT
cet-15066	101	91	and	and	CCONJ
cet-15066	101	92	two	two	NUM
cet-15066	101	93	-	-	PUNCT
cet-15066	101	94	class	class	NOUN
cet-15066	101	95	boosted	boost	VERB
cet-15066	101	96	decision	decision	NOUN
cet-15066	101	97	tree	tree	NOUN
cet-15066	101	98	(	(	PUNCT
cet-15066	101	99	maximum	maximum	ADJ
cet-15066	101	100	number	number	NOUN
cet-15066	101	101	of	of	ADP
cet-15066	101	102	leaves	leave	NOUN
cet-15066	101	103	per	per	ADP
cet-15066	101	104	tree	tree	NOUN
cet-15066	101	105	20	20	NUM
cet-15066	101	106	;	;	PUNCT
cet-15066	101	107	minimum	minimum	ADJ
cet-15066	101	108	number	number	NOUN
cet-15066	101	109	of	of	ADP
cet-15066	101	110	samples	sample	NOUN
cet-15066	101	111	per	per	ADP
cet-15066	101	112	leaf	leaf	NOUN
cet-15066	101	113	node:10	node:10	PROPN
cet-15066	101	114	;	;	PUNCT
cet-15066	101	115	learning	learn	VERB
cet-15066	101	116	rate:0.2	rate:0.2	NOUN
cet-15066	101	117	;	;	PUNCT
cet-15066	101	118	trees	tree	NOUN
cet-15066	101	119	constructed	construct	VERB
cet-15066	101	120	:	:	PUNCT
cet-15066	101	121	100	100	NUM
cet-15066	101	122	)	)	PUNCT
cet-15066	101	123	.	.	PUNCT
cet-15066	102	1	in	in	ADP
cet-15066	102	2	some	some	DET
cet-15066	102	3	instances	instance	NOUN
cet-15066	102	4	(	(	PUNCT
cet-15066	102	5	model	model	NOUN
cet-15066	102	6	6	6	NUM
cet-15066	102	7	and	and	CCONJ
cet-15066	102	8	model	model	NOUN
cet-15066	102	9	7	7	NUM
cet-15066	102	10	)	)	PUNCT
cet-15066	102	11	,	,	PUNCT
cet-15066	102	12	the	the	DET
cet-15066	102	13	process	process	NOUN
cet-15066	102	14	was	be	AUX
cet-15066	102	15	extended	extend	VERB
cet-15066	102	16	with	with	ADP
cet-15066	102	17	hyperparameter	hyperparameter	NOUN
cet-15066	102	18	optimization	optimization	NOUN
cet-15066	102	19	(	(	PUNCT
cet-15066	102	20	hpo	hpo	NOUN
cet-15066	102	21	):	):	PUNCT
cet-15066	102	22	logistic	logistic	ADJ
cet-15066	102	23	regression	regression	NOUN
cet-15066	102	24	(	(	PUNCT
cet-15066	102	25	l2	l2	NOUN
cet-15066	102	26	regularization	regularization	NOUN
cet-15066	102	27	weights	weight	NOUN
cet-15066	102	28	:	:	PUNCT
cet-15066	102	29	0.01	0.01	NUM
cet-15066	102	30	;	;	PUNCT
cet-15066	102	31	0.1	0.1	NUM
cet-15066	102	32	;	;	PUNCT
cet-15066	102	33	1.0	1.0	NUM
cet-15066	102	34	)	)	PUNCT
cet-15066	102	35	,	,	PUNCT
cet-15066	102	36	neural	neural	ADJ
cet-15066	102	37	network	network	NOUN
cet-15066	102	38	(	(	PUNCT
cet-15066	102	39	learning	learn	VERB
cet-15066	102	40	rates	rate	NOUN
cet-15066	102	41	:	:	PUNCT
cet-15066	102	42	0.1	0.1	NUM
cet-15066	102	43	;	;	PUNCT
cet-15066	102	44	0.2	0.2	NUM
cet-15066	102	45	;	;	PUNCT
cet-15066	102	46	0.4	0.4	NUM
cet-15066	102	47	;	;	PUNCT
cet-15066	102	48	learning	learn	VERB
cet-15066	102	49	iterations	iteration	NOUN
cet-15066	102	50	:	:	PUNCT
cet-15066	102	51	20	20	NUM
cet-15066	102	52	;	;	PUNCT
cet-15066	102	53	40	40	NUM
cet-15066	102	54	;	;	PUNCT
cet-15066	102	55	80	80	NUM
cet-15066	102	56	;	;	PUNCT
cet-15066	102	57	160	160	NUM
cet-15066	102	58	)	)	PUNCT
cet-15066	102	59	.	.	PUNCT
cet-15066	103	1	in	in	ADP
cet-15066	103	2	the	the	DET
cet-15066	103	3	evaluation	evaluation	NOUN
cet-15066	103	4	process	process	NOUN
cet-15066	103	5	,	,	PUNCT
cet-15066	103	6	10	10	NUM
cet-15066	103	7	-	-	ADJ
cet-15066	103	8	fold	fold	ADJ
cet-15066	103	9	cross	cross	NOUN
cet-15066	103	10	-	-	ADJ
cet-15066	103	11	validation	validation	NOUN
cet-15066	103	12	was	be	AUX
cet-15066	103	13	utilized	utilize	VERB
cet-15066	103	14	to	to	PART
cet-15066	103	15	calculate	calculate	VERB
cet-15066	103	16	the	the	DET
cet-15066	103	17	average	average	ADJ
cet-15066	103	18	values	value	NOUN
cet-15066	103	19	of	of	ADP
cet-15066	103	20	the	the	DET
cet-15066	103	21	different	different	ADJ
cet-15066	103	22	metrics	metric	NOUN
cet-15066	103	23	.	.	PUNCT
cet-15066	104	1	4	4	X
cet-15066	104	2	.	.	NOUN
cet-15066	104	3	results	result	NOUN
cet-15066	104	4	table	table	NOUN
cet-15066	104	5	2	2	NUM
cet-15066	104	6	shows	show	VERB
cet-15066	104	7	the	the	DET
cet-15066	104	8	scored	score	VERB
cet-15066	104	9	and	and	CCONJ
cet-15066	104	10	evaluated	evaluated	ADJ
cet-15066	104	11	models	model	NOUN
cet-15066	104	12	and	and	CCONJ
cet-15066	104	13	components	component	NOUN
cet-15066	104	14	executed	execute	VERB
cet-15066	104	15	in	in	ADP
cet-15066	104	16	azure	azure	NOUN
cet-15066	104	17	and	and	CCONJ
cet-15066	104	18	their	their	PRON
cet-15066	104	19	different	different	ADJ
cet-15066	104	20	metrics	metric	NOUN
cet-15066	104	21	:	:	PUNCT
cet-15066	104	22	table	table	NOUN
cet-15066	104	23	2	2	NUM
cet-15066	104	24	:	:	PUNCT
cet-15066	104	25	prediction	prediction	NOUN
cet-15066	104	26	accuracy	accuracy	NOUN
cet-15066	104	27	achieved	achieve	VERB
cet-15066	104	28	using	use	VERB
cet-15066	104	29	different	different	ADJ
cet-15066	104	30	components	component	NOUN
cet-15066	104	31	in	in	ADP
cet-15066	104	32	azure	azure	ADJ
cet-15066	104	33	component	component	NOUN
cet-15066	104	34	model1	model1	NOUN
cet-15066	104	35	model2	model2	PROPN
cet-15066	105	1	model3	model3	PROPN
cet-15066	105	2	model4	model4	PROPN
cet-15066	105	3	model5	model5	PROPN
cet-15066	105	4	model6	model6	PROPN
cet-15066	105	5	model7	model7	PROPN
cet-15066	105	6	data	datum	NOUN
cet-15066	105	7	cleaning	clean	VERB
cet-15066	106	1	yes	yes	INTJ
cet-15066	107	1	yes	yes	INTJ
cet-15066	108	1	yes	yes	INTJ
cet-15066	109	1	yes	yes	INTJ
cet-15066	110	1	yes	yes	INTJ
cet-15066	110	2	yes	yes	INTJ
cet-15066	110	3	yes	yes	INTJ
cet-15066	110	4	preprocessing	preprocesse	VERB
cet-15066	111	1	yes	yes	INTJ
cet-15066	112	1	yes	yes	INTJ
cet-15066	113	1	yes	yes	INTJ
cet-15066	114	1	yes	yes	INTJ
cet-15066	115	1	yes	yes	INTJ
cet-15066	116	1	yes	yes	INTJ
cet-15066	116	2	yes	yes	INTJ
cet-15066	116	3	split	split	VERB
cet-15066	116	4	data	datum	NOUN
cet-15066	117	1	yes	yes	INTJ
cet-15066	118	1	yes	yes	INTJ
cet-15066	119	1	yes	yes	INTJ
cet-15066	120	1	yes	yes	INTJ
cet-15066	121	1	yes	yes	INTJ
cet-15066	122	1	yes	yes	INTJ
cet-15066	122	2	yes	yes	INTJ
cet-15066	122	3	text	text	NOUN
cet-15066	122	4	proc	proc	NOUN
cet-15066	122	5	.	.	PUNCT
cet-15066	123	1	f.	f.	PROPN
cet-15066	123	2	hashing	hashing	PROPN
cet-15066	123	3	f.	f.	PROPN
cet-15066	123	4	hashing	hashing	PROPN
cet-15066	123	5	f.	f.	PROPN
cet-15066	123	6	hashing	hashing	PROPN
cet-15066	123	7	f.	f.	PROPN
cet-15066	123	8	hashing	hashing	PROPN
cet-15066	123	9	n	n	PROPN
cet-15066	123	10	-	-	PUNCT
cet-15066	123	11	gram	gram	NOUN
cet-15066	123	12	n	n	CCONJ
cet-15066	123	13	-	-	PUNCT
cet-15066	123	14	gram	gram	NOUN
cet-15066	123	15	n	n	CCONJ
cet-15066	123	16	-	-	PUNCT
cet-15066	123	17	gram	gram	NOUN
cet-15066	123	18	algorithm	algorithm	NOUN
cet-15066	123	19	logistic	logistic	NOUN
cet-15066	123	20	regression	regression	NOUN
cet-15066	123	21	decision	decision	NOUN
cet-15066	123	22	forest	forest	NOUN
cet-15066	123	23	neural	neural	ADJ
cet-15066	123	24	network	network	NOUN
cet-15066	123	25	boosted	boost	VERB
cet-15066	123	26	dec	dec	PROPN
cet-15066	123	27	.	.	PUNCT
cet-15066	124	1	tree	tree	NOUN
cet-15066	124	2	logistic	logistic	ADJ
cet-15066	124	3	regression	regression	NOUN
cet-15066	124	4	neural	neural	ADJ
cet-15066	124	5	network	network	NOUN
cet-15066	124	6	logistic	logistic	ADJ
cet-15066	124	7	regression	regression	NOUN
cet-15066	124	8	hpo	hpo	NOUN
cet-15066	125	1	no	no	INTJ
cet-15066	125	2	no	no	INTJ
cet-15066	126	1	no	no	INTJ
cet-15066	126	2	no	no	INTJ
cet-15066	127	1	no	no	INTJ
cet-15066	128	1	yes	yes	INTJ
cet-15066	128	2	yes	yes	INTJ
cet-15066	128	3	accuracy	accuracy	NOUN
cet-15066	128	4	0.668	0.668	NUM
cet-15066	128	5	0.636	0.636	NUM
cet-15066	128	6	0.659	0.659	NUM
cet-15066	128	7	0.653	0.653	NUM
cet-15066	128	8	0.92	0.92	NUM
cet-15066	128	9	0.926	0.926	NUM
cet-15066	128	10	0.92	0.92	NUM
cet-15066	128	11	precision	precision	NOUN
cet-15066	128	12	0.723	0.723	NUM
cet-15066	128	13	0.659	0.659	NUM
cet-15066	128	14	0.709	0.709	NUM
cet-15066	128	15	0.716	0.716	NUM
cet-15066	128	16	0.928	0.928	NUM
cet-15066	128	17	0.929	0.929	NUM
cet-15066	128	18	0.928	0.928	NUM
cet-15066	128	19	recall	recall	VERB
cet-15066	128	20	0.588	0.588	NUM
cet-15066	128	21	0.626	0.626	NUM
cet-15066	128	22	0.588	0.588	NUM
cet-15066	128	23	0.555	0.555	NUM
cet-15066	128	24	0.918	0.918	NUM
cet-15066	128	25	0.929	0.929	NUM
cet-15066	128	26	0.918	0.918	NUM
cet-15066	128	27	f1	f1	NOUN
cet-15066	128	28	score	score	NOUN
cet-15066	128	29	0.648	0.648	NUM
cet-15066	128	30	0.642	0.642	NUM
cet-15066	128	31	0.643	0.643	NUM
cet-15066	128	32	0.625	0.625	NUM
cet-15066	128	33	0.923	0.923	NUM
cet-15066	128	34	0.929	0.929	NUM
cet-15066	128	35	0.923	0.923	NUM
cet-15066	128	36	auc	auc	NOUN
cet-15066	128	37	0.714	0.714	NUM
cet-15066	128	38	0.703	0.703	NUM
cet-15066	128	39	0.713	0.713	NUM
cet-15066	128	40	0.698	0.698	NUM
cet-15066	128	41	0.975	0.975	NUM
cet-15066	128	42	0.976	0.976	NUM
cet-15066	128	43	0.975	0.975	NUM
cet-15066	128	44	hpo	hpo	NOUN
cet-15066	128	45	is	be	AUX
cet-15066	128	46	about	about	ADP
cet-15066	128	47	finding	find	VERB
cet-15066	128	48	the	the	DET
cet-15066	128	49	best	good	ADJ
cet-15066	128	50	combinations	combination	NOUN
cet-15066	128	51	in	in	ADP
cet-15066	128	52	order	order	NOUN
cet-15066	128	53	to	to	PART
cet-15066	128	54	find	find	VERB
cet-15066	128	55	the	the	DET
cet-15066	128	56	best	good	ADJ
cet-15066	128	57	hyperparameter	hyperparameter	NOUN
cet-15066	128	58	configuration	configuration	NOUN
cet-15066	128	59	(	(	PUNCT
cet-15066	128	60	hossain	hossain	PROPN
cet-15066	128	61	et	et	PROPN
cet-15066	128	62	al	al	PROPN
cet-15066	128	63	.	.	PROPN
cet-15066	128	64	,	,	PUNCT
cet-15066	128	65	2021	2021	NUM
cet-15066	128	66	)	)	PUNCT
cet-15066	128	67	.	.	PUNCT
cet-15066	129	1	both	both	CCONJ
cet-15066	129	2	the	the	DET
cet-15066	129	3	use	use	NOUN
cet-15066	129	4	of	of	ADP
cet-15066	129	5	text	text	NOUN
cet-15066	129	6	processing	processing	NOUN
cet-15066	129	7	(	(	PUNCT
cet-15066	129	8	in	in	ADP
cet-15066	129	9	this	this	DET
cet-15066	129	10	case	case	NOUN
cet-15066	129	11	extract	extract	VERB
cet-15066	129	12	n	n	CCONJ
cet-15066	129	13	-	-	PUNCT
cet-15066	129	14	gram	gram	NOUN
cet-15066	129	15	)	)	PUNCT
cet-15066	129	16	and	and	CCONJ
cet-15066	129	17	hpo	hpo	PROPN
cet-15066	129	18	positively	positively	ADV
cet-15066	129	19	improved	improve	VERB
cet-15066	129	20	the	the	DET
cet-15066	129	21	accuracy	accuracy	NOUN
cet-15066	129	22	of	of	ADP
cet-15066	129	23	the	the	DET
cet-15066	129	24	predictions	prediction	NOUN
cet-15066	129	25	,	,	PUNCT
cet-15066	129	26	and	and	CCONJ
cet-15066	129	27	the	the	DET
cet-15066	129	28	use	use	NOUN
cet-15066	129	29	of	of	ADP
cet-15066	129	30	neural	neural	ADJ
cet-15066	129	31	networks	network	NOUN
cet-15066	129	32	proved	prove	VERB
cet-15066	129	33	to	to	PART
cet-15066	129	34	be	be	AUX
cet-15066	129	35	the	the	DET
cet-15066	129	36	most	most	ADV
cet-15066	129	37	efficient	efficient	ADJ
cet-15066	129	38	algorithm	algorithm	NOUN
cet-15066	129	39	.	.	PUNCT
cet-15066	130	1	the	the	DET
cet-15066	130	2	combination	combination	NOUN
cet-15066	130	3	of	of	ADP
cet-15066	130	4	extract	extract	NOUN
cet-15066	130	5	n	n	CCONJ
cet-15066	130	6	-	-	PUNCT
cet-15066	130	7	gram	gram	NOUN
cet-15066	130	8	,	,	PUNCT
cet-15066	130	9	neural	neural	ADJ
cet-15066	130	10	network	network	NOUN
cet-15066	130	11	and	and	CCONJ
cet-15066	130	12	hyperparameter	hyperparameter	NOUN
cet-15066	130	13	optimization	optimization	NOUN
cet-15066	130	14	(	(	PUNCT
cet-15066	130	15	model	model	NOUN
cet-15066	130	16	6	6	NUM
cet-15066	130	17	)	)	PUNCT
cet-15066	130	18	proved	prove	VERB
cet-15066	130	19	to	to	PART
cet-15066	130	20	be	be	AUX
cet-15066	130	21	the	the	DET
cet-15066	130	22	most	most	ADV
cet-15066	130	23	efficient	efficient	ADJ
cet-15066	130	24	among	among	ADP
cet-15066	130	25	the	the	DET
cet-15066	130	26	8	8	NUM
cet-15066	130	27	different	different	ADJ
cet-15066	130	28	approaches	approach	NOUN
cet-15066	130	29	.	.	PUNCT
cet-15066	131	1	the	the	DET
cet-15066	131	2	best	well	ADV
cet-15066	131	3	trained	train	VERB
cet-15066	131	4	model	model	NOUN
cet-15066	131	5	resulted	result	VERB
cet-15066	131	6	in	in	ADP
cet-15066	131	7	an	an	DET
cet-15066	131	8	accuracy	accuracy	NOUN
cet-15066	131	9	of	of	ADP
cet-15066	131	10	0.926	0.926	NUM
cet-15066	131	11	.	.	PUNCT
cet-15066	132	1	964	964	NUM
cet-15066	132	2	figure	figure	NOUN
cet-15066	132	3	1	1	NUM
cet-15066	132	4	:	:	PUNCT
cet-15066	132	5	metrics	metric	NOUN
cet-15066	132	6	and	and	CCONJ
cet-15066	132	7	confusion	confusion	NOUN
cet-15066	132	8	matrix	matrix	NOUN
cet-15066	132	9	of	of	ADP
cet-15066	132	10	the	the	DET
cet-15066	132	11	best	good	ADJ
cet-15066	132	12	run	run	NOUN
cet-15066	132	13	the	the	DET
cet-15066	132	14	confusion	confusion	NOUN
cet-15066	132	15	matrix	matrix	NOUN
cet-15066	132	16	“	"	PUNCT
cet-15066	132	17	is	be	AUX
cet-15066	132	18	a	a	DET
cet-15066	132	19	contingency	contingency	NOUN
cet-15066	132	20	table	table	NOUN
cet-15066	132	21	that	that	PRON
cet-15066	132	22	is	be	AUX
cet-15066	132	23	used	use	VERB
cet-15066	132	24	for	for	ADP
cet-15066	132	25	describing	describe	VERB
cet-15066	132	26	the	the	DET
cet-15066	132	27	performance	performance	NOUN
cet-15066	132	28	of	of	ADP
cet-15066	132	29	a	a	DET
cet-15066	132	30	classifier	classifier	NOUN
cet-15066	132	31	/	/	SYM
cet-15066	132	32	classification	classification	NOUN
cet-15066	132	33	system	system	NOUN
cet-15066	132	34	when	when	SCONJ
cet-15066	132	35	the	the	DET
cet-15066	132	36	truth	truth	NOUN
cet-15066	132	37	is	be	AUX
cet-15066	132	38	known	know	VERB
cet-15066	132	39	“	"	PUNCT
cet-15066	132	40	(	(	PUNCT
cet-15066	132	41	yang	yang	PROPN
cet-15066	132	42	and	and	CCONJ
cet-15066	132	43	berdine	berdine	NOUN
cet-15066	132	44	,	,	PUNCT
cet-15066	132	45	2017	2017	NUM
cet-15066	132	46	)	)	PUNCT
cet-15066	132	47	.	.	PUNCT
cet-15066	133	1	as	as	SCONJ
cet-15066	133	2	can	can	AUX
cet-15066	133	3	be	be	AUX
cet-15066	133	4	seen	see	VERB
cet-15066	133	5	from	from	ADP
cet-15066	133	6	the	the	DET
cet-15066	133	7	matrix	matrix	NOUN
cet-15066	133	8	,	,	PUNCT
cet-15066	133	9	only	only	ADV
cet-15066	133	10	13	13	NUM
cet-15066	133	11	-	-	SYM
cet-15066	133	12	13	13	NUM
cet-15066	133	13	false	false	ADJ
cet-15066	133	14	negative	negative	ADJ
cet-15066	133	15	and	and	CCONJ
cet-15066	133	16	false	false	ADJ
cet-15066	133	17	positive	positive	ADJ
cet-15066	133	18	classifications	classification	NOUN
cet-15066	133	19	were	be	AUX
cet-15066	133	20	made	make	VERB
cet-15066	133	21	,	,	PUNCT
cet-15066	133	22	so	so	ADV
cet-15066	133	23	the	the	DET
cet-15066	133	24	model	model	NOUN
cet-15066	133	25	is	be	AUX
cet-15066	133	26	quite	quite	ADV
cet-15066	133	27	efficient	efficient	ADJ
cet-15066	133	28	.	.	PUNCT
cet-15066	134	1	this	this	DET
cet-15066	134	2	statement	statement	NOUN
cet-15066	134	3	is	be	AUX
cet-15066	134	4	also	also	ADV
cet-15066	134	5	supported	support	VERB
cet-15066	134	6	by	by	ADP
cet-15066	134	7	the	the	DET
cet-15066	134	8	roc	roc	PROPN
cet-15066	134	9	curve	curve	NOUN
cet-15066	134	10	below	below	ADV
cet-15066	134	11	(	(	PUNCT
cet-15066	134	12	figure	figure	NOUN
cet-15066	134	13	2	2	NUM
cet-15066	134	14	):	):	PUNCT
cet-15066	134	15	figure	figure	NOUN
cet-15066	134	16	2	2	NUM
cet-15066	134	17	.	.	PUNCT
cet-15066	134	18	roc	roc	PROPN
cet-15066	134	19	curve	curve	NOUN
cet-15066	134	20	of	of	ADP
cet-15066	134	21	the	the	DET
cet-15066	134	22	best	good	ADJ
cet-15066	134	23	approach	approach	NOUN
cet-15066	134	24	the	the	DET
cet-15066	134	25	roc	roc	PROPN
cet-15066	134	26	(	(	PUNCT
cet-15066	134	27	receiver	receiver	ADJ
cet-15066	134	28	operating	operating	NOUN
cet-15066	134	29	characteristics	characteristic	NOUN
cet-15066	134	30	)	)	PUNCT
cet-15066	134	31	curve	curve	NOUN
cet-15066	134	32	“	"	PUNCT
cet-15066	134	33	is	be	AUX
cet-15066	134	34	a	a	DET
cet-15066	134	35	two	two	NUM
cet-15066	134	36	-	-	PUNCT
cet-15066	134	37	dimensional	dimensional	ADJ
cet-15066	134	38	plot	plot	NOUN
cet-15066	134	39	that	that	PRON
cet-15066	134	40	illustrates	illustrate	VERB
cet-15066	134	41	how	how	SCONJ
cet-15066	134	42	well	well	ADV
cet-15066	134	43	a	a	DET
cet-15066	134	44	classifier	classifier	NOUN
cet-15066	134	45	system	system	NOUN
cet-15066	134	46	works	work	VERB
cet-15066	134	47	as	as	SCONJ
cet-15066	134	48	the	the	DET
cet-15066	134	49	discrimination	discrimination	NOUN
cet-15066	134	50	cut	cut	NOUN
cet-15066	134	51	-	-	PUNCT
cet-15066	134	52	off	off	ADP
cet-15066	134	53	value	value	NOUN
cet-15066	134	54	is	be	AUX
cet-15066	134	55	changed	change	VERB
cet-15066	134	56	over	over	ADP
cet-15066	134	57	the	the	DET
cet-15066	134	58	range	range	NOUN
cet-15066	134	59	of	of	ADP
cet-15066	134	60	the	the	DET
cet-15066	134	61	predictor	predictor	NOUN
cet-15066	134	62	variable	variable	NOUN
cet-15066	134	63	.	.	PUNCT
cet-15066	135	1	the	the	DET
cet-15066	135	2	x	x	NOUN
cet-15066	135	3	-	-	NOUN
cet-15066	135	4	axis	axis	ADJ
cet-15066	135	5	or	or	CCONJ
cet-15066	135	6	independent	independent	ADJ
cet-15066	135	7	variable	variable	NOUN
cet-15066	135	8	is	be	AUX
cet-15066	135	9	the	the	DET
cet-15066	135	10	false	false	ADJ
cet-15066	135	11	positive	positive	ADJ
cet-15066	135	12	rate	rate	NOUN
cet-15066	135	13	for	for	ADP
cet-15066	135	14	the	the	DET
cet-15066	135	15	predictive	predictive	ADJ
cet-15066	135	16	test	test	NOUN
cet-15066	135	17	.	.	PUNCT
cet-15066	136	1	the	the	DET
cet-15066	136	2	y	y	NOUN
cet-15066	136	3	-	-	PUNCT
cet-15066	136	4	axis	axis	NOUN
cet-15066	136	5	or	or	CCONJ
cet-15066	136	6	dependent	dependent	ADJ
cet-15066	136	7	variable	variable	NOUN
cet-15066	136	8	is	be	AUX
cet-15066	136	9	the	the	DET
cet-15066	136	10	true	true	ADJ
cet-15066	136	11	positive	positive	ADJ
cet-15066	136	12	rate	rate	NOUN
cet-15066	136	13	for	for	ADP
cet-15066	136	14	the	the	DET
cet-15066	136	15	predictive	predictive	ADJ
cet-15066	136	16	test	test	NOUN
cet-15066	136	17	”	"	PUNCT
cet-15066	136	18	.	.	PUNCT
cet-15066	137	1	(	(	PUNCT
cet-15066	137	2	yang	yang	PROPN
cet-15066	137	3	and	and	CCONJ
cet-15066	137	4	berdine	berdine	NOUN
cet-15066	137	5	,	,	PUNCT
cet-15066	137	6	2017	2017	NUM
cet-15066	137	7	)	)	PUNCT
cet-15066	137	8	.	.	PUNCT
cet-15066	138	1	it	it	PRON
cet-15066	138	2	can	can	AUX
cet-15066	138	3	be	be	AUX
cet-15066	138	4	used	use	VERB
cet-15066	138	5	for	for	ADP
cet-15066	138	6	visual	visual	ADJ
cet-15066	138	7	comparison	comparison	NOUN
cet-15066	138	8	of	of	ADP
cet-15066	138	9	the	the	DET
cet-15066	138	10	performance	performance	NOUN
cet-15066	138	11	of	of	ADP
cet-15066	138	12	different	different	ADJ
cet-15066	138	13	binary	binary	ADJ
cet-15066	138	14	classification	classification	NOUN
cet-15066	138	15	models	model	NOUN
cet-15066	138	16	.	.	PUNCT
cet-15066	139	1	5	5	X
cet-15066	139	2	.	.	X
cet-15066	139	3	conclusions	conclusion	NOUN
cet-15066	139	4	in	in	ADP
cet-15066	139	5	conclusion	conclusion	NOUN
cet-15066	139	6	,	,	PUNCT
cet-15066	139	7	this	this	DET
cet-15066	139	8	study	study	NOUN
cet-15066	139	9	has	have	AUX
cet-15066	139	10	effectively	effectively	ADV
cet-15066	139	11	contributed	contribute	VERB
cet-15066	139	12	to	to	ADP
cet-15066	139	13	fake	fake	ADJ
cet-15066	139	14	news	news	NOUN
cet-15066	139	15	classification	classification	NOUN
cet-15066	139	16	on	on	ADP
cet-15066	139	17	social	social	ADJ
cet-15066	139	18	media	medium	NOUN
cet-15066	139	19	.	.	PUNCT
cet-15066	140	1	as	as	ADP
cet-15066	140	2	a	a	DET
cet-15066	140	3	novelty	novelty	NOUN
cet-15066	140	4	,	,	PUNCT
cet-15066	140	5	environmental	environmental	ADJ
cet-15066	140	6	engineering	engineering	NOUN
cet-15066	140	7	-	-	PUNCT
cet-15066	140	8	specific	specific	ADJ
cet-15066	140	9	social	social	ADJ
cet-15066	140	10	media	medium	NOUN
cet-15066	140	11	posts	post	NOUN
cet-15066	140	12	were	be	AUX
cet-15066	140	13	utilised	utilise	VERB
cet-15066	140	14	,	,	PUNCT
cet-15066	140	15	and	and	CCONJ
cet-15066	140	16	the	the	DET
cet-15066	140	17	comparative	comparative	ADJ
cet-15066	140	18	analysis	analysis	NOUN
cet-15066	140	19	of	of	ADP
cet-15066	140	20	logistic	logistic	ADJ
cet-15066	140	21	regression	regression	NOUN
cet-15066	140	22	,	,	PUNCT
cet-15066	140	23	decision	decision	NOUN
cet-15066	140	24	forest	forest	NOUN
cet-15066	140	25	,	,	PUNCT
cet-15066	140	26	boosted	boost	VERB
cet-15066	140	27	decision	decision	NOUN
cet-15066	140	28	tree	tree	NOUN
cet-15066	140	29	and	and	CCONJ
cet-15066	140	30	neural	neural	ADJ
cet-15066	140	31	network	network	NOUN
cet-15066	140	32	underlined	underline	VERB
cet-15066	140	33	the	the	DET
cet-15066	140	34	variations	variation	NOUN
cet-15066	140	35	in	in	ADP
cet-15066	140	36	how	how	SCONJ
cet-15066	140	37	well	well	ADV
cet-15066	140	38	the	the	DET
cet-15066	140	39	used	use	VERB
cet-15066	140	40	machine	machine	NOUN
cet-15066	140	41	learning	learning	NOUN
cet-15066	140	42	models	model	NOUN
cet-15066	140	43	performed	perform	VERB
cet-15066	140	44	for	for	ADP
cet-15066	140	45	an	an	DET
cet-15066	140	46	nlp	nlp	NOUN
cet-15066	140	47	-	-	PUNCT
cet-15066	140	48	based	base	VERB
cet-15066	140	49	two	two	NUM
cet-15066	140	50	-	-	PUNCT
cet-15066	140	51	class	class	NOUN
cet-15066	140	52	classification	classification	NOUN
cet-15066	140	53	scenario	scenario	NOUN
cet-15066	140	54	in	in	ADP
cet-15066	140	55	this	this	DET
cet-15066	140	56	specific	specific	ADJ
cet-15066	140	57	domain	domain	NOUN
cet-15066	140	58	.	.	PUNCT
cet-15066	141	1	as	as	ADP
cet-15066	141	2	a	a	DET
cet-15066	141	3	result	result	NOUN
cet-15066	141	4	,	,	PUNCT
cet-15066	141	5	a	a	DET
cet-15066	141	6	model	model	NOUN
cet-15066	141	7	with	with	ADP
cet-15066	141	8	high	high	ADJ
cet-15066	141	9	accuracy	accuracy	NOUN
cet-15066	141	10	was	be	AUX
cet-15066	141	11	built	build	VERB
cet-15066	141	12	,	,	PUNCT
cet-15066	141	13	which	which	PRON
cet-15066	141	14	could	could	AUX
cet-15066	141	15	be	be	AUX
cet-15066	141	16	used	use	VERB
cet-15066	141	17	for	for	ADP
cet-15066	141	18	fake	fake	ADJ
cet-15066	141	19	news	news	NOUN
cet-15066	141	20	classification	classification	NOUN
cet-15066	141	21	in	in	ADP
cet-15066	141	22	social	social	ADJ
cet-15066	141	23	media	medium	NOUN
cet-15066	141	24	posts	post	NOUN
cet-15066	141	25	related	relate	VERB
cet-15066	141	26	to	to	ADP
cet-15066	141	27	the	the	DET
cet-15066	141	28	environmental	environmental	ADJ
cet-15066	141	29	field	field	NOUN
cet-15066	141	30	.	.	PUNCT
cet-15066	142	1	it	it	PRON
cet-15066	142	2	can	can	AUX
cet-15066	142	3	help	help	VERB
cet-15066	142	4	environmental	environmental	ADJ
cet-15066	142	5	managers	manager	NOUN
cet-15066	142	6	to	to	PART
cet-15066	142	7	understand	understand	VERB
cet-15066	142	8	the	the	DET
cet-15066	142	9	potential	potential	NOUN
cet-15066	142	10	of	of	ADP
cet-15066	142	11	social	social	ADJ
cet-15066	142	12	media	medium	NOUN
cet-15066	142	13	as	as	ADP
cet-15066	142	14	a	a	DET
cet-15066	142	15	primary	primary	ADJ
cet-15066	142	16	source	source	NOUN
cet-15066	142	17	of	of	ADP
cet-15066	142	18	news	news	NOUN
cet-15066	142	19	and	and	CCONJ
cet-15066	142	20	help	help	VERB
cet-15066	142	21	them	they	PRON
cet-15066	142	22	to	to	PART
cet-15066	142	23	design	design	VERB
cet-15066	142	24	their	their	PRON
cet-15066	142	25	company	company	NOUN
cet-15066	142	26	's	's	PART
cet-15066	142	27	communications	communication	NOUN
cet-15066	142	28	in	in	ADP
cet-15066	142	29	a	a	DET
cet-15066	142	30	way	way	NOUN
cet-15066	142	31	that	that	PRON
cet-15066	142	32	does	do	AUX
cet-15066	142	33	not	not	PART
cet-15066	142	34	appear	appear	VERB
cet-15066	142	35	to	to	PART
cet-15066	142	36	be	be	AUX
cet-15066	142	37	fake	fake	ADJ
cet-15066	142	38	news	news	NOUN
cet-15066	142	39	to	to	ADP
cet-15066	142	40	the	the	DET
cet-15066	142	41	receiving	receive	VERB
cet-15066	142	42	community	community	NOUN
cet-15066	142	43	.	.	PUNCT
cet-15066	143	1	in	in	ADP
cet-15066	143	2	addition	addition	NOUN
cet-15066	143	3	,	,	PUNCT
cet-15066	143	4	the	the	DET
cet-15066	143	5	model	model	NOUN
cet-15066	143	6	can	can	AUX
cet-15066	143	7	be	be	AUX
cet-15066	143	8	used	use	VERB
cet-15066	143	9	to	to	PART
cet-15066	143	10	build	build	VERB
cet-15066	143	11	an	an	DET
cet-15066	143	12	early	early	ADJ
cet-15066	143	13	warning	warning	NOUN
cet-15066	143	14	monitoring	monitoring	NOUN
cet-15066	143	15	system	system	NOUN
cet-15066	143	16	that	that	PRON
cet-15066	143	17	continuously	continuously	ADV
cet-15066	143	18	monitors	monitor	VERB
cet-15066	143	19	potential	potential	ADJ
cet-15066	143	20	environmental	environmental	ADJ
cet-15066	143	21	fake	fake	ADJ
cet-15066	143	22	news	news	NOUN
cet-15066	143	23	on	on	ADP
cet-15066	143	24	social	social	ADJ
cet-15066	143	25	media	medium	NOUN
cet-15066	143	26	,	,	PUNCT
cet-15066	143	27	which	which	PRON
cet-15066	143	28	environmental	environmental	ADJ
cet-15066	143	29	officers	officer	NOUN
cet-15066	143	30	can	can	AUX
cet-15066	143	31	evaluate	evaluate	VERB
cet-15066	143	32	and	and	CCONJ
cet-15066	143	33	refute	refute	VERB
cet-15066	143	34	in	in	ADP
cet-15066	143	35	the	the	DET
cet-15066	143	36	appropriate	appropriate	ADJ
cet-15066	143	37	forums	forum	NOUN
cet-15066	143	38	if	if	SCONJ
cet-15066	143	39	alarmed	alarm	VERB
cet-15066	143	40	.	.	PUNCT
cet-15066	144	1	in	in	ADP
cet-15066	144	2	the	the	DET
cet-15066	144	3	long	long	ADJ
cet-15066	144	4	term	term	NOUN
cet-15066	144	5	,	,	PUNCT
cet-15066	144	6	this	this	PRON
cet-15066	144	7	will	will	AUX
cet-15066	144	8	help	help	VERB
cet-15066	144	9	to	to	PART
cet-15066	144	10	increase	increase	VERB
cet-15066	144	11	public	public	ADJ
cet-15066	144	12	trust	trust	NOUN
cet-15066	144	13	in	in	ADP
cet-15066	144	14	environmental	environmental	ADJ
cet-15066	144	15	measures	measure	NOUN
cet-15066	144	16	and	and	CCONJ
cet-15066	144	17	new	new	ADJ
cet-15066	144	18	technologies	technology	NOUN
cet-15066	144	19	.	.	PUNCT
cet-15066	145	1	however	however	ADV
cet-15066	145	2	,	,	PUNCT
cet-15066	145	3	the	the	DET
cet-15066	145	4	results	result	NOUN
cet-15066	145	5	are	be	AUX
cet-15066	145	6	by	by	ADP
cet-15066	145	7	no	no	DET
cet-15066	145	8	means	means	NOUN
cet-15066	145	9	universal	universal	ADJ
cet-15066	145	10	.	.	PUNCT
cet-15066	146	1	our	our	PRON
cet-15066	146	2	trained	train	VERB
cet-15066	146	3	model	model	NOUN
cet-15066	146	4	has	have	VERB
cet-15066	146	5	several	several	ADJ
cet-15066	146	6	potential	potential	ADJ
cet-15066	146	7	limitations	limitation	NOUN
cet-15066	146	8	that	that	PRON
cet-15066	146	9	can	can	AUX
cet-15066	146	10	significantly	significantly	ADV
cet-15066	146	11	impact	impact	VERB
cet-15066	146	12	the	the	DET
cet-15066	146	13	model	model	NOUN
cet-15066	146	14	's	's	PART
cet-15066	146	15	performance	performance	NOUN
cet-15066	146	16	and	and	CCONJ
cet-15066	146	17	generalizability	generalizability	NOUN
cet-15066	146	18	when	when	SCONJ
cet-15066	146	19	it	it	PRON
cet-15066	146	20	is	be	AUX
cet-15066	146	21	utilized	utilize	VERB
cet-15066	146	22	on	on	ADP
cet-15066	146	23	another	another	DET
cet-15066	146	24	dataset	dataset	NOUN
cet-15066	146	25	.	.	PUNCT
cet-15066	147	1	the	the	DET
cet-15066	147	2	used	use	VERB
cet-15066	147	3	training	training	NOUN
cet-15066	147	4	data	datum	NOUN
cet-15066	147	5	is	be	AUX
cet-15066	147	6	representative	representative	ADJ
cet-15066	147	7	of	of	ADP
cet-15066	147	8	only	only	ADV
cet-15066	147	9	a	a	DET
cet-15066	147	10	portion	portion	NOUN
cet-15066	147	11	of	of	ADP
cet-15066	147	12	the	the	DET
cet-15066	147	13	real	real	ADJ
cet-15066	147	14	-	-	PUNCT
cet-15066	147	15	world	world	NOUN
cet-15066	147	16	data	datum	NOUN
cet-15066	147	17	,	,	PUNCT
cet-15066	147	18	and	and	CCONJ
cet-15066	147	19	for	for	ADP
cet-15066	147	20	a	a	DET
cet-15066	147	21	specific	specific	ADJ
cet-15066	147	22	time	time	NOUN
cet-15066	147	23	interval	interval	NOUN
cet-15066	147	24	;	;	PUNCT
cet-15066	147	25	thus	thus	ADV
cet-15066	147	26	,	,	PUNCT
cet-15066	147	27	it	it	PRON
cet-15066	147	28	may	may	AUX
cet-15066	147	29	exhibit	exhibit	VERB
cet-15066	147	30	bias	bias	NOUN
cet-15066	147	31	in	in	ADP
cet-15066	147	32	its	its	PRON
cet-15066	147	33	predictions	prediction	NOUN
cet-15066	147	34	.	.	PUNCT
cet-15066	148	1	it	it	PRON
cet-15066	148	2	may	may	AUX
cet-15066	148	3	be	be	AUX
cet-15066	148	4	unable	unable	ADJ
cet-15066	148	5	to	to	PART
cet-15066	148	6	generalise	generalise	VERB
cet-15066	148	7	well	well	ADV
cet-15066	148	8	to	to	ADP
cet-15066	148	9	social	social	ADJ
cet-15066	148	10	media	medium	NOUN
cet-15066	148	11	posts	post	NOUN
cet-15066	148	12	outside	outside	ADP
cet-15066	148	13	this	this	DET
cet-15066	148	14	time	time	NOUN
cet-15066	148	15	horizon	horizon	NOUN
cet-15066	148	16	and	and	CCONJ
cet-15066	148	17	used	use	VERB
cet-15066	148	18	terminology	terminology	NOUN
cet-15066	148	19	.	.	PUNCT
cet-15066	149	1	the	the	DET
cet-15066	149	2	analysis	analysis	NOUN
cet-15066	149	3	provides	provide	VERB
cet-15066	149	4	a	a	DET
cet-15066	149	5	deeper	deep	ADJ
cet-15066	149	6	understanding	understanding	NOUN
cet-15066	149	7	of	of	ADP
cet-15066	149	8	the	the	DET
cet-15066	149	9	problem	problem	NOUN
cet-15066	149	10	of	of	ADP
cet-15066	149	11	detecting	detect	VERB
cet-15066	149	12	fake	fake	ADJ
cet-15066	149	13	news	news	NOUN
cet-15066	149	14	and	and	CCONJ
cet-15066	149	15	outlines	outline	VERB
cet-15066	149	16	the	the	DET
cet-15066	149	17	potential	potential	NOUN
cet-15066	149	18	for	for	ADP
cet-15066	149	19	further	further	ADJ
cet-15066	149	20	improvements	improvement	NOUN
cet-15066	149	21	using	use	VERB
cet-15066	149	22	more	more	ADV
cet-15066	149	23	sophisticated	sophisticated	ADJ
cet-15066	149	24	networks	network	NOUN
cet-15066	149	25	and	and	CCONJ
cet-15066	149	26	their	their	PRON
cet-15066	149	27	combined	combine	VERB
cet-15066	149	28	methods	method	NOUN
cet-15066	149	29	.	.	PUNCT
cet-15066	150	1	the	the	DET
cet-15066	150	2	next	next	ADJ
cet-15066	150	3	step	step	NOUN
cet-15066	150	4	in	in	ADP
cet-15066	150	5	the	the	DET
cet-15066	150	6	research	research	NOUN
cet-15066	150	7	could	could	AUX
cet-15066	150	8	be	be	AUX
cet-15066	150	9	to	to	PART
cet-15066	150	10	combine	combine	VERB
cet-15066	150	11	the	the	DET
cet-15066	150	12	original	original	ADJ
cet-15066	150	13	data	datum	NOUN
cet-15066	150	14	with	with	ADP
cet-15066	150	15	other	other	ADJ
cet-15066	150	16	datasets	dataset	NOUN
cet-15066	150	17	and	and	CCONJ
cet-15066	150	18	test	test	VERB
cet-15066	150	19	other	other	ADJ
cet-15066	150	20	neural	neural	ADJ
cet-15066	150	21	network	network	NOUN
cet-15066	150	22	architectures	architecture	NOUN
cet-15066	150	23	to	to	PART
cet-15066	150	24	increase	increase	VERB
cet-15066	150	25	efficiency	efficiency	NOUN
cet-15066	150	26	.	.	PUNCT
cet-15066	151	1	965	965	NUM
cet-15066	151	2	references	reference	NOUN
cet-15066	151	3	allcott	allcott	PROPN
cet-15066	151	4	h.	h.	PROPN
cet-15066	151	5	,	,	PUNCT
cet-15066	151	6	gentkow	gentkow	PROPN
cet-15066	151	7	m.	m.	NOUN
cet-15066	151	8	,	,	PUNCT
cet-15066	151	9	2017	2017	NUM
cet-15066	151	10	,	,	PUNCT
cet-15066	151	11	social	social	ADJ
cet-15066	151	12	media	medium	NOUN
cet-15066	151	13	and	and	CCONJ
cet-15066	151	14	fake	fake	ADJ
cet-15066	151	15	news	news	NOUN
cet-15066	151	16	in	in	ADP
cet-15066	151	17	the	the	DET
cet-15066	151	18	2016	2016	NUM
cet-15066	151	19	election	election	NOUN
cet-15066	151	20	.	.	PUNCT
cet-15066	152	1	journal	journal	NOUN
cet-15066	152	2	of	of	ADP
cet-15066	152	3	economic	economic	ADJ
cet-15066	152	4	perspectives,12	perspectives,12	NOUN
cet-15066	152	5	,	,	PUNCT
cet-15066	152	6	doi	doi	NOUN
cet-15066	152	7	:	:	PUNCT
cet-15066	152	8	10.3386	10.3386	NUM
cet-15066	152	9	/	/	SYM
cet-15066	152	10	w23089	w23089	NOUN
cet-15066	152	11	.	.	PUNCT
cet-15066	152	12	alnuaimi	alnuaimi	PROPN
cet-15066	152	13	a.f.a.h	a.f.a.h	PROPN
cet-15066	152	14	.	.	PROPN
cet-15066	152	15	,	,	PUNCT
cet-15066	152	16	albaldawi	albaldawi	PROPN
cet-15066	152	17	t.h.k	t.h.k	NOUN
cet-15066	152	18	.	.	PROPN
cet-15066	152	19	,	,	PUNCT
cet-15066	152	20	2024	2024	NUM
cet-15066	152	21	,	,	PUNCT
cet-15066	152	22	an	an	DET
cet-15066	152	23	overview	overview	NOUN
cet-15066	152	24	of	of	ADP
cet-15066	152	25	machine	machine	NOUN
cet-15066	152	26	learning	learn	VERB
cet-15066	152	27	classification	classification	NOUN
cet-15066	152	28	techniques	technique	NOUN
cet-15066	152	29	,	,	PUNCT
cet-15066	152	30	bio	bio	PROPN
cet-15066	152	31	web	web	NOUN
cet-15066	152	32	conf	conf	NOUN
cet-15066	152	33	.	.	PUNCT
cet-15066	152	34	,	,	PUNCT
cet-15066	152	35	fifth	fifth	ADJ
cet-15066	152	36	international	international	ADJ
cet-15066	152	37	scientific	scientific	ADJ
cet-15066	152	38	conference	conference	NOUN
cet-15066	152	39	of	of	ADP
cet-15066	152	40	alkafeel	alkafeel	PROPN
cet-15066	152	41	university	university	NOUN
cet-15066	152	42	,	,	PUNCT
cet-15066	152	43	2024	2024	NUM
cet-15066	152	44	,	,	PUNCT
cet-15066	152	45	97	97	NUM
cet-15066	152	46	,	,	PUNCT
cet-15066	152	47	doi	doi	NOUN
cet-15066	152	48	:	:	PUNCT
cet-15066	152	49	10.1051	10.1051	NUM
cet-15066	152	50	/	/	SYM
cet-15066	152	51	bioconf/20249700133	bioconf/20249700133	NOUN
cet-15066	152	52	.	.	PUNCT
cet-15066	153	1	butz	butz	PROPN
cet-15066	153	2	m.v	m.v	PROPN
cet-15066	153	3	.	.	PROPN
cet-15066	153	4	,	,	PUNCT
cet-15066	153	5	2021	2021	NUM
cet-15066	153	6	,	,	PUNCT
cet-15066	153	7	toward	toward	ADP
cet-15066	153	8	strong	strong	ADJ
cet-15066	153	9	ai	ai	NOUN
cet-15066	153	10	.	.	PUNCT
cet-15066	154	1	ki	ki	PROPN
cet-15066	154	2	kunstliche	kunstliche	PROPN
cet-15066	154	3	intelligenz	intelligenz	PROPN
cet-15066	154	4	,	,	PUNCT
cet-15066	154	5	35	35	NUM
cet-15066	154	6	,	,	PUNCT
cet-15066	154	7	91	91	NUM
cet-15066	154	8	.	.	PUNCT
cet-15066	155	1	fletcher	fletcher	PROPN
cet-15066	155	2	s.	s.	PROPN
cet-15066	155	3	,	,	PUNCT
cet-15066	155	4	roegiest	roegi	ADJ
cet-15066	155	5	a.	a.	NOUN
cet-15066	155	6	,	,	PUNCT
cet-15066	155	7	hudek	hudek	PROPN
cet-15066	155	8	a.k	a.k	PROPN
cet-15066	155	9	.	.	PROPN
cet-15066	155	10	,	,	PUNCT
cet-15066	155	11	2020	2020	NUM
cet-15066	155	12	,	,	PUNCT
cet-15066	155	13	hash	hash	VERB
cet-15066	155	14	the	the	DET
cet-15066	155	15	universe	universe	NOUN
cet-15066	155	16	:	:	PUNCT
cet-15066	155	17	differentially	differentially	ADV
cet-15066	155	18	private	private	ADJ
cet-15066	155	19	text	text	NOUN
cet-15066	155	20	extraction	extraction	NOUN
cet-15066	155	21	with	with	ADP
cet-15066	155	22	feature	feature	NOUN
cet-15066	155	23	hashing	hashing	NOUN
cet-15066	155	24	,	,	PUNCT
cet-15066	155	25	13	13	NUM
cet-15066	155	26	december	december	PROPN
cet-15066	155	27	2022	2022	NUM
cet-15066	155	28	,	,	PUNCT
cet-15066	155	29	preprint	preprint	NOUN
cet-15066	155	30	(	(	PUNCT
cet-15066	155	31	version	version	NOUN
cet-15066	155	32	1	1	NUM
cet-15066	155	33	)	)	PUNCT
cet-15066	155	34	available	available	ADJ
cet-15066	155	35	at	at	ADP
cet-15066	155	36	research	research	NOUN
cet-15066	155	37	square	square	NOUN
cet-15066	155	38	.	.	PUNCT
cet-15066	156	1	doi	doi	NOUN
cet-15066	156	2	:	:	PUNCT
cet-15066	156	3	10.21203	10.21203	NUM
cet-15066	156	4	/	/	SYM
cet-15066	156	5	rs.3.rs-2363101	rs.3.rs-2363101	NOUN
cet-15066	156	6	/	/	SYM
cet-15066	156	7	v1	v1	NOUN
cet-15066	156	8	.	.	PUNCT
cet-15066	157	1	ghosh	ghosh	PROPN
cet-15066	157	2	a.	a.	PROPN
cet-15066	157	3	,	,	PUNCT
cet-15066	157	4	sufian	sufian	PROPN
cet-15066	157	5	a.	a.	PROPN
cet-15066	157	6	,	,	PUNCT
cet-15066	157	7	sultana	sultana	PROPN
cet-15066	157	8	f.	f.	PROPN
cet-15066	157	9	,	,	PUNCT
cet-15066	157	10	chakrabarti	chakrabarti	PROPN
cet-15066	157	11	a.	a.	PROPN
cet-15066	157	12	,	,	PUNCT
cet-15066	157	13	de	de	PROPN
cet-15066	157	14	d.	d.	PROPN
cet-15066	157	15	,	,	PUNCT
cet-15066	157	16	2020	2020	NUM
cet-15066	157	17	,	,	PUNCT
cet-15066	157	18	fundamental	fundamental	ADJ
cet-15066	157	19	concepts	concept	NOUN
cet-15066	157	20	of	of	ADP
cet-15066	157	21	convolutional	convolutional	ADJ
cet-15066	157	22	neural	neural	ADJ
cet-15066	157	23	network	network	NOUN
cet-15066	157	24	.	.	PUNCT
cet-15066	158	1	in	in	ADP
cet-15066	158	2	:	:	PUNCT
cet-15066	158	3	balas	balas	PROPN
cet-15066	158	4	v.	v.	PROPN
cet-15066	158	5	,	,	PUNCT
cet-15066	158	6	kumar	kumar	PROPN
cet-15066	158	7	r.	r.	PROPN
cet-15066	158	8	,	,	PUNCT
cet-15066	158	9	srivastava	srivastava	PROPN
cet-15066	158	10	r.	r.	PROPN
cet-15066	158	11	(	(	PUNCT
cet-15066	158	12	eds	eds	PROPN
cet-15066	158	13	.	.	PUNCT
cet-15066	158	14	)	)	PUNCT
cet-15066	158	15	,	,	PUNCT
cet-15066	158	16	recent	recent	ADJ
cet-15066	158	17	trends	trend	NOUN
cet-15066	158	18	and	and	CCONJ
cet-15066	158	19	advances	advance	NOUN
cet-15066	158	20	in	in	ADP
cet-15066	158	21	artificial	artificial	ADJ
cet-15066	158	22	intelligence	intelligence	NOUN
cet-15066	158	23	and	and	CCONJ
cet-15066	158	24	internet	internet	NOUN
cet-15066	158	25	of	of	ADP
cet-15066	158	26	things	thing	NOUN
cet-15066	158	27	.	.	PUNCT
cet-15066	159	1	intelligent	intelligent	ADJ
cet-15066	159	2	systems	system	NOUN
cet-15066	159	3	reference	reference	NOUN
cet-15066	159	4	library	library	NOUN
cet-15066	159	5	,	,	PUNCT
cet-15066	159	6	519–567	519–567	NUM
cet-15066	159	7	,	,	PUNCT
cet-15066	159	8	doi	doi	NOUN
cet-15066	159	9	:	:	PUNCT
cet-15066	159	10	10.1007/978	10.1007/978	NUM
cet-15066	159	11	-	-	SYM
cet-15066	159	12	3	3	NUM
cet-15066	159	13	-	-	PUNCT
cet-15066	159	14	030	030	NUM
cet-15066	159	15	-	-	PUNCT
cet-15066	159	16	326449_36	326449_36	PROPN
cet-15066	159	17	.	.	PUNCT
cet-15066	160	1	hassabis	hassabis	PROPN
cet-15066	160	2	d.	d.	PROPN
cet-15066	160	3	,	,	PUNCT
cet-15066	160	4	2017	2017	NUM
cet-15066	160	5	,	,	PUNCT
cet-15066	160	6	artificial	artificial	ADJ
cet-15066	160	7	intelligence	intelligence	NOUN
cet-15066	160	8	:	:	PUNCT
cet-15066	160	9	chess	chess	NOUN
cet-15066	160	10	match	match	NOUN
cet-15066	160	11	of	of	ADP
cet-15066	160	12	the	the	DET
cet-15066	160	13	century	century	NOUN
cet-15066	160	14	.	.	PUNCT
cet-15066	161	1	nature	nature	NOUN
cet-15066	161	2	,	,	PUNCT
cet-15066	161	3	544(7651	544(7651	NOUN
cet-15066	161	4	)	)	PUNCT
cet-15066	161	5	,	,	PUNCT
cet-15066	161	6	413	413	NUM
cet-15066	161	7	,	,	PUNCT
cet-15066	161	8	doi	doi	NOUN
cet-15066	161	9	:	:	PUNCT
cet-15066	161	10	10.1038/544413a	10.1038/544413a	NUM
cet-15066	161	11	.	.	PUNCT
cet-15066	162	1	hassan	hassan	PROPN
cet-15066	162	2	s.a	s.a	PROPN
cet-15066	162	3	.	.	PROPN
cet-15066	162	4	,	,	PUNCT
cet-15066	162	5	saeed	saeed	PROPN
cet-15066	162	6	m.s	m.s	PROPN
cet-15066	162	7	.	.	PROPN
cet-15066	162	8	,	,	PUNCT
cet-15066	162	9	2023	2023	NUM
cet-15066	162	10	,	,	PUNCT
cet-15066	162	11	a	a	DET
cet-15066	162	12	comparative	comparative	ADJ
cet-15066	162	13	study	study	NOUN
cet-15066	162	14	evaluated	evaluate	VERB
cet-15066	162	15	the	the	DET
cet-15066	162	16	performance	performance	NOUN
cet-15066	162	17	of	of	ADP
cet-15066	162	18	two	two	NUM
cet-15066	162	19	-	-	PUNCT
cet-15066	162	20	class	class	NOUN
cet-15066	162	21	classification	classification	NOUN
cet-15066	162	22	algorithms	algorithm	NOUN
cet-15066	162	23	in	in	ADP
cet-15066	162	24	machine	machine	NOUN
cet-15066	162	25	learning	learning	NOUN
cet-15066	162	26	,	,	PUNCT
cet-15066	162	27	kurdistan	kurdistan	PROPN
cet-15066	162	28	journal	journal	NOUN
cet-15066	162	29	of	of	ADP
cet-15066	162	30	applied	apply	VERB
cet-15066	162	31	research	research	NOUN
cet-15066	162	32	,	,	PUNCT
cet-15066	162	33	8(2	8(2	NUM
cet-15066	162	34	)	)	PUNCT
cet-15066	162	35	,	,	PUNCT
cet-15066	162	36	46–50	46–50	NOUN
cet-15066	162	37	,	,	PUNCT
cet-15066	162	38	doi	doi	NOUN
cet-15066	162	39	:	:	PUNCT
cet-15066	162	40	10.24017	10.24017	NUM
cet-15066	162	41	/	/	SYM
cet-15066	162	42	science.2023.2.5	science.2023.2.5	NOUN
cet-15066	162	43	.	.	PUNCT
cet-15066	163	1	hossain	hossain	PROPN
cet-15066	163	2	m.r	m.r	PROPN
cet-15066	163	3	.	.	PROPN
cet-15066	163	4	,	,	PUNCT
cet-15066	163	5	timmer	timmer	PROPN
cet-15066	163	6	d.	d.	PROPN
cet-15066	163	7	,	,	PUNCT
cet-15066	163	8	moya	moya	PROPN
cet-15066	163	9	h.	h.	PROPN
cet-15066	163	10	,	,	PUNCT
cet-15066	163	11	2021	2021	NUM
cet-15066	163	12	,	,	PUNCT
cet-15066	163	13	machine	machine	NOUN
cet-15066	163	14	learning	learning	NOUN
cet-15066	163	15	model	model	NOUN
cet-15066	163	16	optimization	optimization	NOUN
cet-15066	163	17	with	with	ADP
cet-15066	163	18	hyperparameter	hyperparameter	NOUN
cet-15066	163	19	tuning	tune	VERB
cet-15066	163	20	approach	approach	NOUN
cet-15066	163	21	.	.	PUNCT
cet-15066	164	1	2021	2021	NUM
cet-15066	164	2	international	international	ADJ
cet-15066	164	3	conference	conference	NOUN
cet-15066	164	4	on	on	ADP
cet-15066	164	5	advanced	advanced	ADJ
cet-15066	164	6	engineering	engineering	NOUN
cet-15066	164	7	,	,	PUNCT
cet-15066	164	8	<	<	X
cet-15066	164	9	https://core.ac.uk/download/pdf/539593628.pdf	https://core.ac.uk/download/pdf/539593628.pdf	PROPN
cet-15066	164	10	>	>	X
cet-15066	164	11	,	,	PUNCT
cet-15066	164	12	accessed	access	VERB
cet-15066	164	13	11.10.2024	11.10.2024	NUM
cet-15066	164	14	.	.	PUNCT
cet-15066	165	1	investopedia	investopedia	PROPN
cet-15066	165	2	,	,	PUNCT
cet-15066	165	3	2024	2024	NUM
cet-15066	165	4	,	,	PUNCT
cet-15066	165	5	what	what	PRON
cet-15066	165	6	is	be	AUX
cet-15066	165	7	artificial	artificial	ADJ
cet-15066	165	8	intelligence	intelligence	NOUN
cet-15066	165	9	(	(	PUNCT
cet-15066	165	10	ai	ai	NOUN
cet-15066	165	11	)	)	PUNCT
cet-15066	165	12	?	?	PUNCT
cet-15066	166	1	<	<	X
cet-15066	166	2	https://www.investopedia.com/terms/a/artificialintelligence-ai.asp	https://www.investopedia.com/terms/a/artificialintelligence-ai.asp	NOUN
cet-15066	166	3	>	>	X
cet-15066	166	4	,	,	PUNCT
cet-15066	166	5	accessed	access	VERB
cet-15066	166	6	19.06.2024	19.06.2024	PROPN
cet-15066	166	7	.	.	PUNCT
cet-15066	166	8	li	li	PROPN
cet-15066	166	9	j.	j.	PROPN
cet-15066	166	10	,	,	PUNCT
cet-15066	166	11	2024	2024	NUM
cet-15066	166	12	,	,	PUNCT
cet-15066	166	13	the	the	DET
cet-15066	166	14	evolution	evolution	NOUN
cet-15066	166	15	,	,	PUNCT
cet-15066	166	16	applications	application	NOUN
cet-15066	166	17	,	,	PUNCT
cet-15066	166	18	and	and	CCONJ
cet-15066	166	19	future	future	ADJ
cet-15066	166	20	prospects	prospect	NOUN
cet-15066	166	21	of	of	ADP
cet-15066	166	22	large	large	ADJ
cet-15066	166	23	language	language	NOUN
cet-15066	166	24	models	model	NOUN
cet-15066	166	25	:	:	PUNCT
cet-15066	166	26	an	an	DET
cet-15066	166	27	in	in	ADP
cet-15066	166	28	-	-	PUNCT
cet-15066	166	29	depth	depth	NOUN
cet-15066	166	30	overview	overview	NOUN
cet-15066	166	31	.	.	PUNCT
cet-15066	167	1	applied	apply	VERB
cet-15066	167	2	and	and	CCONJ
cet-15066	167	3	computational	computational	ADJ
cet-15066	167	4	engineering	engineering	NOUN
cet-15066	167	5	,	,	PUNCT
cet-15066	167	6	34(1	34(1	NUM
cet-15066	167	7	)	)	PUNCT
cet-15066	167	8	,	,	PUNCT
cet-15066	167	9	234	234	NUM
cet-15066	167	10	,	,	PUNCT
cet-15066	167	11	doi	doi	NOUN
cet-15066	167	12	:	:	PUNCT
cet-15066	167	13	10.54254/2755	10.54254/2755	NUM
cet-15066	167	14	-	-	SYM
cet-15066	167	15	2721/35/20230399	2721/35/20230399	NUM
cet-15066	167	16	.	.	PUNCT
cet-15066	168	1	lu	lu	PROPN
cet-15066	168	2	s.	s.	PROPN
cet-15066	168	3	,	,	PUNCT
cet-15066	168	4	wang	wang	PROPN
cet-15066	168	5	m.	m.	PROPN
cet-15066	168	6	,	,	PUNCT
cet-15066	168	7	liang	liang	PROPN
cet-15066	168	8	s.	s.	PROPN
cet-15066	168	9	,	,	PUNCT
cet-15066	168	10	lin	lin	PROPN
cet-15066	168	11	j.	j.	PROPN
cet-15066	168	12	,	,	PUNCT
cet-15066	168	13	wang	wang	PROPN
cet-15066	168	14	z.	z.	PROPN
cet-15066	168	15	,	,	PUNCT
cet-15066	168	16	2020	2020	NUM
cet-15066	168	17	,	,	PUNCT
cet-15066	168	18	hardware	hardware	NOUN
cet-15066	168	19	accelerator	accelerator	NOUN
cet-15066	168	20	for	for	ADP
cet-15066	168	21	multi	multi	ADJ
cet-15066	168	22	-	-	ADJ
cet-15066	168	23	head	head	ADJ
cet-15066	168	24	attention	attention	NOUN
cet-15066	168	25	and	and	CCONJ
cet-15066	168	26	positionwise	positionwise	NOUN
cet-15066	168	27	feed	feed	NOUN
cet-15066	168	28	-	-	PUNCT
cet-15066	168	29	forward	forward	NOUN
cet-15066	168	30	in	in	ADP
cet-15066	168	31	the	the	DET
cet-15066	168	32	transformer	transformer	NOUN
cet-15066	168	33	.	.	PUNCT
cet-15066	169	1	2020	2020	NUM
cet-15066	169	2	iee	iee	PROPN
cet-15066	169	3	33rd	33rd	ADJ
cet-15066	169	4	international	international	ADJ
cet-15066	169	5	system	system	NOUN
cet-15066	169	6	-	-	PUNCT
cet-15066	169	7	on	on	ADP
cet-15066	169	8	-	-	PUNCT
cet-15066	169	9	chip	chip	NOUN
cet-15066	169	10	conference	conference	NOUN
cet-15066	169	11	(	(	PUNCT
cet-15066	169	12	cocc	cocc	NOUN
cet-15066	169	13	)	)	PUNCT
cet-15066	169	14	,	,	PUNCT
cet-15066	169	15	las	las	PROPN
cet-15066	169	16	vegas	vegas	PROPN
cet-15066	169	17	,	,	PUNCT
cet-15066	169	18	usa	usa	PROPN
cet-15066	169	19	,	,	PUNCT
cet-15066	169	20	doi	doi	NOUN
cet-15066	169	21	:	:	PUNCT
cet-15066	169	22	10.1109	10.1109	NUM
cet-15066	169	23	/	/	SYM
cet-15066	169	24	socc49529.2020.9524802	socc49529.2020.9524802	PROPN
cet-15066	169	25	.	.	PROPN
cet-15066	169	26	maggiolo	maggiolo	PROPN
cet-15066	169	27	g.	g.	PROPN
cet-15066	169	28	,	,	PUNCT
cet-15066	169	29	2021	2021	NUM
cet-15066	169	30	,	,	PUNCT
cet-15066	169	31	pigro	pigro	VERB
cet-15066	169	32	blog	blog	NOUN
cet-15066	169	33	,	,	PUNCT
cet-15066	169	34	history	history	NOUN
cet-15066	169	35	of	of	ADP
cet-15066	169	36	ai	ai	NOUN
cet-15066	169	37	:	:	PUNCT
cet-15066	169	38	deep	deep	ADJ
cet-15066	169	39	blue	blue	ADJ
cet-15066	169	40	and	and	CCONJ
cet-15066	169	41	strong	strong	ADJ
cet-15066	169	42	and	and	CCONJ
cet-15066	169	43	weak	weak	ADJ
cet-15066	169	44	artificial	artificial	ADJ
cet-15066	169	45	intelligence	intelligence	NOUN
cet-15066	169	46	.	.	PUNCT
cet-15066	170	1	<	<	X
cet-15066	170	2	https://blog.pigro.ai/en/deep-blue-and-strong-and-weak-ai-the-story-of-ai-in-the-90s	https://blog.pigro.ai/en/deep-blue-and-strong-and-weak-ai-the-story-of-ai-in-the-90s	X
cet-15066	170	3	>	>	X
cet-15066	170	4	,	,	PUNCT
cet-15066	170	5	accessed	access	VERB
cet-15066	170	6	19.06.2024	19.06.2024	NUM
cet-15066	170	7	.	.	PUNCT
cet-15066	170	8	microsoft	microsoft	PROPN
cet-15066	170	9	,	,	PUNCT
cet-15066	170	10	2021	2021	NUM
cet-15066	170	11	,	,	PUNCT
cet-15066	170	12	extract	extract	VERB
cet-15066	170	13	n	n	CCONJ
cet-15066	170	14	-	-	PUNCT
cet-15066	170	15	gram	gram	NOUN
cet-15066	170	16	features	feature	NOUN
cet-15066	170	17	from	from	ADP
cet-15066	170	18	text	text	NOUN
cet-15066	170	19	component	component	NOUN
cet-15066	170	20	reference	reference	NOUN
cet-15066	170	21	.	.	PUNCT
cet-15066	171	1	<	<	X
cet-15066	171	2	https://learn.microsoft.com/enus/azure/machine-learning/component-reference/extract-n-gram-features-from-text?view=azureml-api2#create-a-new-n-gram-dictionary	https://learn.microsoft.com/enus/azure/machine-learning/component-reference/extract-n-gram-features-from-text?view=azureml-api2#create-a-new-n-gram-dictionary	PROPN
cet-15066	171	3	>	>	X
cet-15066	171	4	,	,	PUNCT
cet-15066	171	5	accessed	access	VERB
cet-15066	171	6	20.06.2024	20.06.2024	NUM
cet-15066	171	7	.	.	PUNCT
cet-15066	171	8	minsky	minsky	ADJ
cet-15066	171	9	m.	m.	NOUN
cet-15066	171	10	,	,	PUNCT
cet-15066	171	11	1960	1960	NUM
cet-15066	171	12	,	,	PUNCT
cet-15066	171	13	steps	step	NOUN
cet-15066	171	14	toward	toward	ADP
cet-15066	171	15	artificial	artificial	ADJ
cet-15066	171	16	intelligence	intelligence	NOUN
cet-15066	171	17	.	.	PUNCT
cet-15066	172	1	proc	proc	PROPN
cet-15066	172	2	.	.	PUNCT
cet-15066	173	1	ire49(1961	ire49(1961	PROPN
cet-15066	173	2	)	)	PUNCT
cet-15066	173	3	,	,	PUNCT
cet-15066	173	4	doi	doi	NOUN
cet-15066	173	5	:	:	PUNCT
cet-15066	173	6	10.1109	10.1109	NUM
cet-15066	173	7	/	/	SYM
cet-15066	173	8	jrproc.1961.287775	jrproc.1961.287775	PROPN
cet-15066	173	9	.	.	PUNCT
cet-15066	174	1	mühlhoff	mühlhoff	PROPN
cet-15066	174	2	r.	r.	PROPN
cet-15066	174	3	,	,	PUNCT
cet-15066	174	4	2019	2019	NUM
cet-15066	174	5	,	,	PUNCT
cet-15066	174	6	human	human	NOUN
cet-15066	174	7	-	-	PUNCT
cet-15066	174	8	aided	aid	VERB
cet-15066	174	9	artificial	artificial	ADJ
cet-15066	174	10	intelligence	intelligence	NOUN
cet-15066	174	11	:	:	PUNCT
cet-15066	174	12	or	or	CCONJ
cet-15066	174	13	,	,	PUNCT
cet-15066	174	14	how	how	SCONJ
cet-15066	174	15	to	to	PART
cet-15066	174	16	run	run	VERB
cet-15066	174	17	large	large	ADJ
cet-15066	174	18	computations	computation	NOUN
cet-15066	174	19	in	in	ADP
cet-15066	174	20	human	human	ADJ
cet-15066	174	21	brains	brain	NOUN
cet-15066	174	22	?	?	PUNCT
cet-15066	175	1	toward	toward	ADP
cet-15066	175	2	a	a	DET
cet-15066	175	3	media	media	NOUN
cet-15066	175	4	sociology	sociology	NOUN
cet-15066	175	5	of	of	ADP
cet-15066	175	6	machine	machine	NOUN
cet-15066	175	7	learning	learning	NOUN
cet-15066	175	8	.	.	PUNCT
cet-15066	176	1	new	new	ADJ
cet-15066	176	2	media	medium	NOUN
cet-15066	176	3	&	&	CCONJ
cet-15066	176	4	society	society	NOUN
cet-15066	176	5	,	,	PUNCT
cet-15066	176	6	22(10	22(10	NUM
cet-15066	176	7	)	)	PUNCT
cet-15066	176	8	,	,	PUNCT
cet-15066	176	9	1872	1872	NUM
cet-15066	176	10	,	,	PUNCT
cet-15066	176	11	doi	doi	NOUN
cet-15066	176	12	:	:	PUNCT
cet-15066	176	13	10.1177/1461444819885334	10.1177/1461444819885334	NUM
cet-15066	176	14	.	.	PUNCT
cet-15066	177	1	pynnöniemi	pynnöniemi	PROPN
cet-15066	177	2	k.	k.	PROPN
cet-15066	177	3	,	,	PUNCT
cet-15066	177	4	rácz	rácz	PROPN
cet-15066	177	5	a.	a.	PROPN
cet-15066	177	6	(	(	PUNCT
cet-15066	177	7	eds	eds	PROPN
cet-15066	177	8	.	.	PUNCT
cet-15066	177	9	)	)	PUNCT
cet-15066	177	10	,	,	PUNCT
cet-15066	177	11	2016	2016	NUM
cet-15066	177	12	,	,	PUNCT
cet-15066	177	13	fog	fog	NOUN
cet-15066	177	14	of	of	ADP
cet-15066	177	15	falsehood	falsehood	NOUN
cet-15066	177	16	:	:	PUNCT
cet-15066	177	17	russian	russian	ADJ
cet-15066	177	18	strategy	strategy	NOUN
cet-15066	177	19	of	of	ADP
cet-15066	177	20	deception	deception	NOUN
cet-15066	177	21	and	and	CCONJ
cet-15066	177	22	the	the	DET
cet-15066	177	23	conflict	conflict	NOUN
cet-15066	177	24	in	in	ADP
cet-15066	177	25	ukraine	ukraine	NOUN
cet-15066	177	26	.	.	PUNCT
cet-15066	178	1	the	the	DET
cet-15066	178	2	finnish	finnish	PROPN
cet-15066	178	3	institute	institute	PROPN
cet-15066	178	4	of	of	ADP
cet-15066	178	5	international	international	PROPN
cet-15066	178	6	affairs	affairs	PROPN
cet-15066	178	7	,	,	PUNCT
cet-15066	178	8	<	<	X
cet-15066	178	9	https://www.fiia.fi/wpcontent/uploads/2017/01/fiiareport45_fogoffalsehood.pdf	https://www.fiia.fi/wpcontent/uploads/2017/01/fiiareport45_fogoffalsehood.pdf	PROPN
cet-15066	178	10	>	>	X
cet-15066	178	11	,	,	PUNCT
cet-15066	178	12	accessed	access	VERB
cet-15066	178	13	11.10.2024	11.10.2024	NUM
cet-15066	178	14	sadiku	sadiku	NOUN
cet-15066	178	15	m.n.o	m.n.o	PROPN
cet-15066	178	16	.	.	PROPN
cet-15066	178	17	,	,	PUNCT
cet-15066	178	18	eze	eze	VERB
cet-15066	178	19	t.p	t.p	PROPN
cet-15066	178	20	.	.	PROPN
cet-15066	178	21	,	,	PUNCT
cet-15066	178	22	musa	musa	PROPN
cet-15066	178	23	s.m	s.m	PROPN
cet-15066	178	24	.	.	PROPN
cet-15066	178	25	,	,	PUNCT
cet-15066	178	26	2018	2018	NUM
cet-15066	178	27	,	,	PUNCT
cet-15066	178	28	fake	fake	ADJ
cet-15066	178	29	news	news	NOUN
cet-15066	178	30	and	and	CCONJ
cet-15066	178	31	misinformation	misinformation	NOUN
cet-15066	178	32	.	.	PUNCT
cet-15066	179	1	international	international	ADJ
cet-15066	179	2	journal	journal	NOUN
cet-15066	179	3	of	of	ADP
cet-15066	179	4	advances	advance	NOUN
cet-15066	179	5	in	in	ADP
cet-15066	179	6	scientific	scientific	ADJ
cet-15066	179	7	research	research	NOUN
cet-15066	179	8	and	and	CCONJ
cet-15066	179	9	engineering	engineering	NOUN
cet-15066	179	10	,	,	PUNCT
cet-15066	179	11	4	4	NUM
cet-15066	179	12	saygin	saygin	VERB
cet-15066	179	13	a	a	DET
cet-15066	179	14	,	,	PUNCT
cet-15066	179	15	cicekli	cicekli	ADJ
cet-15066	179	16	i.	i.	PROPN
cet-15066	179	17	,	,	PUNCT
cet-15066	179	18	akman	akman	NOUN
cet-15066	179	19	v.	v.	PROPN
cet-15066	179	20	,	,	PUNCT
cet-15066	179	21	2000	2000	NUM
cet-15066	179	22	,	,	PUNCT
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cet-15066	179	24	test	test	NOUN
cet-15066	179	25	:	:	PUNCT
cet-15066	179	26	50	50	NUM
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cet-15066	179	29	,	,	PUNCT
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cet-15066	179	31	and	and	CCONJ
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cet-15066	179	33	10(4	10(4	NUM
cet-15066	179	34	)	)	PUNCT
cet-15066	179	35	,	,	PUNCT
cet-15066	179	36	463–464	463–464	NUM
cet-15066	179	37	.	.	PROPN
cet-15066	179	38	,	,	PUNCT
cet-15066	179	39	doi	doi	PROPN
cet-15066	179	40	:	:	PUNCT
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cet-15066	179	42	sekhar	sekhar	PROPN
cet-15066	179	43	ch	ch	NOUN
cet-15066	179	44	.	.	PROPN
cet-15066	179	45	,	,	PUNCT
cet-15066	179	46	meghana	meghana	PROPN
cet-15066	179	47	p.s	p.s	INTJ
cet-15066	179	48	.	.	PROPN
cet-15066	179	49	,	,	PUNCT
cet-15066	179	50	2020	2020	NUM
cet-15066	179	51	,	,	PUNCT
cet-15066	179	52	a	a	DET
cet-15066	179	53	study	study	NOUN
cet-15066	179	54	on	on	ADP
cet-15066	179	55	backpropagation	backpropagation	NOUN
cet-15066	179	56	in	in	ADP
cet-15066	179	57	artificial	artificial	ADJ
cet-15066	179	58	neural	neural	ADJ
cet-15066	179	59	networks	network	NOUN
cet-15066	179	60	,	,	PUNCT
cet-15066	179	61	asia	asia	PROPN
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cet-15066	179	65	of	of	ADP
cet-15066	179	66	neural	neural	ADJ
cet-15066	179	67	networks	network	NOUN
cet-15066	179	68	and	and	CCONJ
cet-15066	179	69	its	its	PRON
cet-15066	179	70	applications	application	NOUN
cet-15066	179	71	,	,	PUNCT
cet-15066	179	72	4(5	4(5	NUM
cet-15066	179	73	)	)	PUNCT
cet-15066	179	74	,	,	PUNCT
cet-15066	179	75	187–190	187–190	NUM
cet-15066	179	76	,	,	PUNCT
cet-15066	179	77	doi	doi	NOUN
cet-15066	179	78	:	:	PUNCT
cet-15066	179	79	10.31695	10.31695	NUM
cet-15066	179	80	/	/	SYM
cet-15066	179	81	ijasre	ijasre	NOUN
cet-15066	179	82	.	.	PUNCT
cet-15066	180	1	subhadeep	subhadeep	PROPN
cet-15066	180	2	c.	c.	PROPN
cet-15066	180	3	,	,	PUNCT
cet-15066	180	4	2022	2022	NUM
cet-15066	180	5	,	,	PUNCT
cet-15066	180	6	fake	fake	ADJ
cet-15066	180	7	and	and	CCONJ
cet-15066	180	8	real	real	ADJ
cet-15066	180	9	news	news	NOUN
cet-15066	180	10	data	datum	NOUN
cet-15066	180	11	[	[	X
cet-15066	180	12	data	datum	NOUN
cet-15066	180	13	set	set	NOUN
cet-15066	180	14	]	]	PUNCT
cet-15066	180	15	.	.	PUNCT
cet-15066	181	1	kaggle	kaggle	PROPN
cet-15066	181	2	,	,	PUNCT
cet-15066	181	3	doi	doi	NOUN
cet-15066	181	4	:	:	PUNCT
cet-15066	181	5	10.34740	10.34740	NUM
cet-15066	181	6	/	/	SYM
cet-15066	181	7	kaggle	kaggle	VERB
cet-15066	181	8	/	/	SYM
cet-15066	181	9	dsv/3229106	dsv/3229106	NOUN
cet-15066	181	10	.	.	PUNCT
cet-15066	182	1	turner	turner	PROPN
cet-15066	182	2	g.	g.	PROPN
cet-15066	182	3	,	,	PUNCT
cet-15066	182	4	the	the	DET
cet-15066	182	5	royal	royal	ADJ
cet-15066	182	6	institution	institution	NOUN
cet-15066	182	7	:	:	PUNCT
cet-15066	182	8	10	10	NUM
cet-15066	182	9	ai	ai	NOUN
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cet-15066	182	11	of	of	ADP
cet-15066	182	12	the	the	DET
cet-15066	182	13	last	last	ADJ
cet-15066	182	14	10	10	NUM
cet-15066	182	15	years	year	NOUN
cet-15066	182	16	.	.	PUNCT
cet-15066	183	1	<	<	X
cet-15066	183	2	https://www.rigb.org/explorescience/explore/blog/10-ai-milestones-last-10-years	https://www.rigb.org/explorescience/explore/blog/10-ai-milestones-last-10-year	NOUN
cet-15066	183	3	>	>	PUNCT
cet-15066	183	4	,	,	PUNCT
cet-15066	183	5	accessed	access	VERB
cet-15066	183	6	20.06.2024	20.06.2024	NUM
cet-15066	183	7	.	.	PUNCT
cet-15066	184	1	walters	walters	PROPN
cet-15066	184	2	r.m	r.m	PROPN
cet-15066	184	3	.	.	PROPN
cet-15066	184	4	,	,	PUNCT
cet-15066	184	5	2018	2018	NUM
cet-15066	184	6	,	,	PUNCT
cet-15066	184	7	how	how	SCONJ
cet-15066	184	8	to	to	PART
cet-15066	184	9	tell	tell	VERB
cet-15066	184	10	a	a	DET
cet-15066	184	11	fake	fake	NOUN
cet-15066	184	12	:	:	PUNCT
cet-15066	184	13	fighting	fight	VERB
cet-15066	184	14	back	back	ADV
cet-15066	184	15	against	against	ADP
cet-15066	184	16	fake	fake	ADJ
cet-15066	184	17	news	news	NOUN
cet-15066	184	18	on	on	ADP
cet-15066	184	19	the	the	DET
cet-15066	184	20	front	front	ADJ
cet-15066	184	21	lines	line	NOUN
cet-15066	184	22	of	of	ADP
cet-15066	184	23	social	social	ADJ
cet-15066	184	24	media	medium	NOUN
cet-15066	184	25	.	.	PUNCT
cet-15066	185	1	texas	texas	PROPN
cet-15066	185	2	review	review	PROPN
cet-15066	185	3	of	of	ADP
cet-15066	185	4	law	law	PROPN
cet-15066	185	5	&	&	CCONJ
cet-15066	185	6	politics	politic	NOUN
cet-15066	185	7	,	,	PUNCT
cet-15066	185	8	23(1	23(1	NUM
cet-15066	185	9	)	)	PUNCT
cet-15066	185	10	,	,	PUNCT
cet-15066	185	11	111	111	NUM
cet-15066	185	12	-	-	SYM
cet-15066	185	13	179	179	NUM
cet-15066	185	14	.	.	PUNCT
cet-15066	186	1	yang	yang	PROPN
cet-15066	186	2	s.	s.	PROPN
cet-15066	186	3	,	,	PUNCT
cet-15066	186	4	berdine	berdine	VERB
cet-15066	186	5	g.	g.	PROPN
cet-15066	186	6	,	,	PUNCT
cet-15066	186	7	2017	2017	NUM
cet-15066	186	8	,	,	PUNCT
cet-15066	186	9	the	the	DET
cet-15066	186	10	receiver	receiver	ADJ
cet-15066	186	11	operating	operate	VERB
cet-15066	186	12	characteristics	characteristic	NOUN
cet-15066	186	13	(	(	PUNCT
cet-15066	186	14	roc	roc	PROPN
cet-15066	186	15	)	)	PUNCT
cet-15066	186	16	curve	curve	NOUN
cet-15066	186	17	,	,	PUNCT
cet-15066	186	18	the	the	DET
cet-15066	186	19	southwest	southwest	ADJ
cet-15066	186	20	respiratory	respiratory	NOUN
cet-15066	186	21	and	and	CCONJ
cet-15066	186	22	critical	critical	ADJ
cet-15066	186	23	care	care	NOUN
cet-15066	186	24	chronicles	chronicle	NOUN
cet-15066	186	25	,	,	PUNCT
cet-15066	186	26	5(19	5(19	NUM
cet-15066	186	27	)	)	PUNCT
cet-15066	186	28	,	,	PUNCT
cet-15066	186	29	34	34	NUM
cet-15066	186	30	-	-	SYM
cet-15066	186	31	36	36	NUM
cet-15066	186	32	,	,	PUNCT
cet-15066	186	33	doi	doi	NOUN
cet-15066	186	34	:	:	PUNCT
cet-15066	186	35	10.12746	10.12746	NUM
cet-15066	186	36	/	/	SYM
cet-15066	186	37	swrccc.v5i19.391	swrccc.v5i19.391	NOUN
cet-15066	186	38	.	.	PUNCT
cet-15066	187	1	966	966	NUM