id	sid	tid	token	lemma	pos
spir-13100	1	1	selected	select	VERB
spir-13100	1	2	papers	paper	NOUN
spir-13100	1	3	of	of	ADP
spir-13100	1	4	#	#	SYM
spir-13100	1	5	aoir2022	aoir2022	NOUN
spir-13100	1	6	:	:	PUNCT
spir-13100	1	7	the	the	DET
spir-13100	1	8	23rd	23rd	ADJ
spir-13100	1	9	annual	annual	ADJ
spir-13100	1	10	conference	conference	NOUN
spir-13100	1	11	of	of	ADP
spir-13100	1	12	the	the	DET
spir-13100	1	13	association	association	NOUN
spir-13100	1	14	of	of	ADP
spir-13100	1	15	internet	internet	NOUN
spir-13100	1	16	researchers	researcher	NOUN
spir-13100	1	17	dublin	dublin	PROPN
spir-13100	1	18	,	,	PUNCT
spir-13100	1	19	ireland	ireland	PROPN
spir-13100	1	20	/	/	SYM
spir-13100	1	21	2	2	NUM
spir-13100	1	22	-	-	SYM
spir-13100	1	23	5	5	NUM
spir-13100	1	24	nov	nov	NOUN
spir-13100	1	25	2022	2022	NUM
spir-13100	1	26	examining	examine	VERB
spir-13100	1	27	the	the	DET
spir-13100	1	28	effectiveness	effectiveness	NOUN
spir-13100	1	29	of	of	ADP
spir-13100	1	30	artificial	artificial	ADJ
spir-13100	1	31	intelligence	intelligence	NOUN
spir-13100	1	32	-	-	PUNCT
spir-13100	1	33	based	base	VERB
spir-13100	1	34	cyberbullying	cyberbullye	VERB
spir-13100	1	35	moderation	moderation	NOUN
spir-13100	1	36	on	on	ADP
spir-13100	1	37	online	online	ADJ
spir-13100	1	38	platforms	platform	NOUN
spir-13100	1	39	:	:	PUNCT
spir-13100	1	40	transparency	transparency	NOUN
spir-13100	1	41	implications	implication	NOUN
spir-13100	1	42	kanishk	kanishk	PROPN
spir-13100	1	43	verma	verma	PROPN
spir-13100	1	44	adapt	adapt	PROPN
spir-13100	1	45	centre	centre	NOUN
spir-13100	1	46	,	,	PUNCT
spir-13100	1	47	dcu	dcu	PROPN
spir-13100	1	48	anti	anti	X
spir-13100	1	49	bullying	bullying	PROPN
spir-13100	1	50	centre	centre	NOUN
spir-13100	1	51	,	,	PUNCT
spir-13100	1	52	dublin	dublin	PROPN
spir-13100	1	53	city	city	PROPN
spir-13100	1	54	university	university	PROPN
spir-13100	1	55	tijana	tijana	PROPN
spir-13100	1	56	milosevic	milosevic	PROPN
spir-13100	1	57	dcu	dcu	PROPN
spir-13100	1	58	anti	anti	PROPN
spir-13100	1	59	bullying	bullying	PROPN
spir-13100	1	60	centre	centre	NOUN
spir-13100	1	61	,	,	PUNCT
spir-13100	1	62	dublin	dublin	PROPN
spir-13100	1	63	city	city	PROPN
spir-13100	1	64	university	university	PROPN
spir-13100	1	65	brian	brian	PROPN
spir-13100	1	66	davis	davis	PROPN
spir-13100	1	67	adapt	adapt	VERB
spir-13100	1	68	centre	centre	PROPN
spir-13100	1	69	,	,	PUNCT
spir-13100	1	70	dublin	dublin	PROPN
spir-13100	1	71	city	city	PROPN
spir-13100	1	72	university	university	PROPN
spir-13100	1	73	james	james	PROPN
spir-13100	1	74	o'higgins	o'higgins	PROPN
spir-13100	1	75	norman	norman	PROPN
spir-13100	1	76	dcu	dcu	PROPN
spir-13100	1	77	anti	anti	PROPN
spir-13100	1	78	bullying	bullying	PROPN
spir-13100	1	79	centre	centre	NOUN
spir-13100	1	80	,	,	PUNCT
spir-13100	1	81	dublin	dublin	PROPN
spir-13100	1	82	city	city	PROPN
spir-13100	1	83	university	university	PROPN
spir-13100	1	84	introduction	introduction	NOUN
spir-13100	1	85	the	the	DET
spir-13100	1	86	covid-19	covid-19	PROPN
spir-13100	1	87	pandemic	pandemic	NOUN
spir-13100	1	88	in	in	ADP
spir-13100	1	89	2020	2020	NUM
spir-13100	1	90	led	lead	VERB
spir-13100	1	91	to	to	ADP
spir-13100	1	92	an	an	DET
spir-13100	1	93	increased	increase	VERB
spir-13100	1	94	usage	usage	NOUN
spir-13100	1	95	of	of	ADP
spir-13100	1	96	online	online	ADJ
spir-13100	1	97	social	social	ADJ
spir-13100	1	98	network	network	NOUN
spir-13100	1	99	(	(	PUNCT
spir-13100	1	100	osn	osn	NOUN
spir-13100	1	101	)	)	PUNCT
spir-13100	1	102	and	and	CCONJ
spir-13100	1	103	multiplayer	multiplayer	NOUN
spir-13100	1	104	online	online	PROPN
spir-13100	1	105	gaming	gaming	NOUN
spir-13100	1	106	(	(	PUNCT
spir-13100	1	107	mog	mog	NOUN
spir-13100	1	108	)	)	PUNCT
spir-13100	1	109	platforms	platform	NOUN
spir-13100	1	110	by	by	ADP
spir-13100	1	111	children	child	NOUN
spir-13100	1	112	,	,	PUNCT
spir-13100	1	113	accompanied	accompany	VERB
spir-13100	1	114	by	by	ADP
spir-13100	1	115	a	a	DET
spir-13100	1	116	rise	rise	NOUN
spir-13100	1	117	in	in	ADP
spir-13100	1	118	cyberbullying	cyberbullye	VERB
spir-13100	1	119	[	[	X
spir-13100	1	120	1]–[7	1]–[7	NUM
spir-13100	1	121	]	]	PUNCT
spir-13100	1	122	.	.	PUNCT
spir-13100	2	1	consequently	consequently	ADV
spir-13100	2	2	,	,	PUNCT
spir-13100	2	3	there	there	PRON
spir-13100	2	4	is	be	VERB
spir-13100	2	5	a	a	DET
spir-13100	2	6	need	need	NOUN
spir-13100	2	7	for	for	SCONJ
spir-13100	2	8	osn	osn	NOUN
spir-13100	2	9	and	and	CCONJ
spir-13100	2	10	mog	mog	NOUN
spir-13100	2	11	platforms	platform	NOUN
spir-13100	2	12	to	to	PART
spir-13100	2	13	enhance	enhance	VERB
spir-13100	2	14	the	the	DET
spir-13100	2	15	effectiveness	effectiveness	NOUN
spir-13100	2	16	of	of	ADP
spir-13100	2	17	content	content	ADJ
spir-13100	2	18	moderation	moderation	NOUN
spir-13100	2	19	,	,	PUNCT
spir-13100	2	20	often	often	ADV
spir-13100	2	21	relying	rely	VERB
spir-13100	2	22	on	on	ADP
spir-13100	2	23	automation	automation	NOUN
spir-13100	2	24	using	use	VERB
spir-13100	2	25	artificial	artificial	ADJ
spir-13100	2	26	intelligence	intelligence	NOUN
spir-13100	2	27	(	(	PUNCT
spir-13100	2	28	ai	ai	NOUN
spir-13100	2	29	)	)	PUNCT
spir-13100	3	1	[	[	X
spir-13100	3	2	8]–[10	8]–[10	NUM
spir-13100	3	3	]	]	PUNCT
spir-13100	3	4	.	.	PUNCT
spir-13100	4	1	measuring	measure	VERB
spir-13100	4	2	the	the	DET
spir-13100	4	3	efficacy	efficacy	NOUN
spir-13100	4	4	of	of	ADP
spir-13100	4	5	automated	automate	VERB
spir-13100	4	6	moderation	moderation	NOUN
spir-13100	4	7	mechanisms	mechanism	NOUN
spir-13100	4	8	for	for	ADP
spir-13100	4	9	detecting	detect	VERB
spir-13100	4	10	online	online	ADJ
spir-13100	4	11	bullying	bullying	NOUN
spir-13100	4	12	-	-	PUNCT
spir-13100	4	13	related	relate	VERB
spir-13100	4	14	content	content	NOUN
spir-13100	4	15	is	be	AUX
spir-13100	4	16	challenging	challenge	VERB
spir-13100	4	17	due	due	ADJ
spir-13100	4	18	to	to	ADP
spir-13100	4	19	their	their	PRON
spir-13100	4	20	proprietary	proprietary	ADJ
spir-13100	4	21	nature	nature	NOUN
spir-13100	4	22	.	.	PUNCT
spir-13100	5	1	our	our	PRON
spir-13100	5	2	study	study	NOUN
spir-13100	5	3	analyses	analyse	VERB
spir-13100	5	4	the	the	DET
spir-13100	5	5	research	research	NOUN
spir-13100	5	6	literature	literature	NOUN
spir-13100	5	7	,	,	PUNCT
spir-13100	5	8	transparency	transparency	NOUN
spir-13100	5	9	reports	report	NOUN
spir-13100	5	10	,	,	PUNCT
spir-13100	5	11	and	and	CCONJ
spir-13100	5	12	platform	platform	NOUN
spir-13100	5	13	blogs	blog	NOUN
spir-13100	5	14	to	to	PART
spir-13100	5	15	understand	understand	VERB
spir-13100	5	16	the	the	DET
spir-13100	5	17	efficacy	efficacy	NOUN
spir-13100	5	18	of	of	ADP
spir-13100	5	19	ai	ai	PROPN
spir-13100	5	20	tools	tool	NOUN
spir-13100	5	21	used	use	VERB
spir-13100	5	22	by	by	ADP
spir-13100	5	23	osn	osn	NOUN
spir-13100	5	24	and	and	CCONJ
spir-13100	5	25	mog	mog	NOUN
spir-13100	5	26	platforms	platform	NOUN
spir-13100	5	27	to	to	PART
spir-13100	5	28	regulate	regulate	VERB
spir-13100	5	29	cyberbullying	cyberbullye	VERB
spir-13100	5	30	.	.	PUNCT
spir-13100	6	1	to	to	ADP
spir-13100	6	2	that	that	DET
spir-13100	6	3	effect	effect	NOUN
spir-13100	6	4	,	,	PUNCT
spir-13100	6	5	our	our	PRON
spir-13100	6	6	research	research	NOUN
spir-13100	6	7	questions	question	NOUN
spir-13100	6	8	include	include	VERB
spir-13100	6	9	,	,	PUNCT
spir-13100	6	10	1	1	X
spir-13100	6	11	.	.	PUNCT
spir-13100	7	1	how	how	SCONJ
spir-13100	7	2	does	do	AUX
spir-13100	7	3	ai	ai	VERB
spir-13100	7	4	identify	identify	VERB
spir-13100	7	5	and	and	CCONJ
spir-13100	7	6	mitigate	mitigate	VERB
spir-13100	7	7	cyberbullying	cyberbullying	NOUN
spir-13100	7	8	,	,	PUNCT
spir-13100	7	9	and	and	CCONJ
spir-13100	7	10	what	what	PRON
spir-13100	7	11	user	user	NOUN
spir-13100	7	12	interactions	interaction	NOUN
spir-13100	7	13	does	do	AUX
spir-13100	7	14	it	it	PRON
spir-13100	7	15	monitor	monitor	VERB
spir-13100	7	16	?	?	PUNCT
spir-13100	8	1	2	2	X
spir-13100	8	2	.	.	X
spir-13100	9	1	what	what	PRON
spir-13100	9	2	do	do	AUX
spir-13100	9	3	we	we	PRON
spir-13100	9	4	know	know	VERB
spir-13100	9	5	about	about	ADP
spir-13100	9	6	the	the	DET
spir-13100	9	7	effectiveness	effectiveness	NOUN
spir-13100	9	8	of	of	ADP
spir-13100	9	9	ai	ai	ADJ
spir-13100	9	10	tools	tool	NOUN
spir-13100	9	11	for	for	ADP
spir-13100	9	12	detecting	detect	VERB
spir-13100	9	13	cyberbullying	cyberbullye	VERB
spir-13100	9	14	and	and	CCONJ
spir-13100	9	15	enforcing	enforce	VERB
spir-13100	9	16	policies	policy	NOUN
spir-13100	9	17	against	against	ADP
spir-13100	9	18	it	it	PRON
spir-13100	9	19	?	?	PUNCT
spir-13100	10	1	3	3	X
spir-13100	10	2	.	.	X
spir-13100	10	3	how	how	SCONJ
spir-13100	10	4	does	do	AUX
spir-13100	10	5	the	the	DET
spir-13100	10	6	information	information	NOUN
spir-13100	10	7	available	available	ADJ
spir-13100	10	8	about	about	ADP
spir-13100	10	9	these	these	DET
spir-13100	10	10	processes	process	NOUN
spir-13100	10	11	shed	shed	VERB
spir-13100	10	12	light	light	NOUN
spir-13100	10	13	on	on	ADP
spir-13100	10	14	the	the	DET
spir-13100	10	15	transparency	transparency	NOUN
spir-13100	10	16	of	of	ADP
spir-13100	10	17	online	online	ADJ
spir-13100	10	18	platforms	platform	NOUN
spir-13100	10	19	?	?	PUNCT
spir-13100	11	1	suggested	suggest	VERB
spir-13100	11	2	citation	citation	NOUN
spir-13100	11	3	(	(	PUNCT
spir-13100	11	4	apa	apa	PROPN
spir-13100	11	5	):	):	PUNCT
spir-13100	11	6	verma	verma	PROPN
spir-13100	11	7	,	,	PUNCT
spir-13100	11	8	k.	k.	PROPN
spir-13100	11	9	,	,	PUNCT
spir-13100	11	10	milosevic	milosevic	PROPN
spir-13100	11	11	,	,	PUNCT
spir-13100	11	12	t.	t.	PROPN
spir-13100	11	13	,	,	PUNCT
spir-13100	11	14	davis	davis	PROPN
spir-13100	11	15	,	,	PUNCT
spir-13100	11	16	b.	b.	PROPN
spir-13100	11	17	,	,	PUNCT
spir-13100	11	18	and	and	CCONJ
spir-13100	11	19	o’higgins	o’higgins	PROPN
spir-13100	11	20	norman	norman	PROPN
spir-13100	11	21	,	,	PUNCT
spir-13100	11	22	j.	j.	PROPN
spir-13100	11	23	(	(	PUNCT
spir-13100	11	24	2022	2022	NUM
spir-13100	11	25	,	,	PUNCT
spir-13100	11	26	november	november	PROPN
spir-13100	11	27	)	)	PUNCT
spir-13100	11	28	.	.	PUNCT
spir-13100	12	1	examining	examine	VERB
spir-13100	12	2	the	the	DET
spir-13100	12	3	effectiveness	effectiveness	NOUN
spir-13100	12	4	of	of	ADP
spir-13100	12	5	artificial	artificial	ADJ
spir-13100	12	6	intelligence	intelligence	NOUN
spir-13100	12	7	-	-	PUNCT
spir-13100	12	8	based	base	VERB
spir-13100	12	9	cyberbullying	cyberbullye	VERB
spir-13100	12	10	moderation	moderation	NOUN
spir-13100	12	11	on	on	ADP
spir-13100	12	12	online	online	ADJ
spir-13100	12	13	platforms	platform	NOUN
spir-13100	12	14	:	:	PUNCT
spir-13100	12	15	transparency	transparency	NOUN
spir-13100	12	16	implications	implication	NOUN
spir-13100	12	17	.	.	PUNCT
spir-13100	13	1	paper	paper	NOUN
spir-13100	13	2	presented	present	VERB
spir-13100	13	3	at	at	ADP
spir-13100	13	4	aoir	aoir	NOUN
spir-13100	13	5	2022	2022	NUM
spir-13100	13	6	:	:	PUNCT
spir-13100	13	7	the	the	DET
spir-13100	13	8	23rd	23rd	ADJ
spir-13100	13	9	annual	annual	ADJ
spir-13100	13	10	conference	conference	NOUN
spir-13100	13	11	of	of	ADP
spir-13100	13	12	the	the	DET
spir-13100	13	13	association	association	NOUN
spir-13100	13	14	of	of	ADP
spir-13100	13	15	internet	internet	NOUN
spir-13100	13	16	researchers	researcher	NOUN
spir-13100	13	17	.	.	PUNCT
spir-13100	14	1	dublin	dublin	PROPN
spir-13100	14	2	,	,	PUNCT
spir-13100	14	3	ireland	ireland	PROPN
spir-13100	14	4	:	:	PUNCT
spir-13100	14	5	aoir	aoir	NOUN
spir-13100	14	6	.	.	PUNCT
spir-13100	14	7	retrieved	retrieve	VERB
spir-13100	14	8	from	from	ADP
spir-13100	14	9	http://spir.aoir.org	http://spir.aoir.org	PROPN
spir-13100	14	10	.	.	PUNCT
spir-13100	15	1	search	search	NOUN
spir-13100	15	2	strategy	strategy	NOUN
spir-13100	15	3	to	to	PART
spir-13100	15	4	examine	examine	VERB
spir-13100	15	5	how	how	SCONJ
spir-13100	15	6	osn	osn	PROPN
spir-13100	15	7	/	/	SYM
spir-13100	15	8	mogs	mogs	PROPN
spir-13100	15	9	moderate	moderate	ADJ
spir-13100	15	10	cyberbullying	cyberbullying	NOUN
spir-13100	15	11	content	content	NOUN
spir-13100	15	12	,	,	PUNCT
spir-13100	15	13	we	we	PRON
spir-13100	15	14	leveraged	leverage	VERB
spir-13100	15	15	a	a	DET
spir-13100	15	16	two	two	NUM
spir-13100	15	17	-	-	PUNCT
spir-13100	15	18	method	method	NOUN
spir-13100	15	19	search	search	NOUN
spir-13100	15	20	strategy	strategy	NOUN
spir-13100	15	21	,	,	PUNCT
spir-13100	15	22	i.	i.	PROPN
spir-13100	15	23	examine	examine	NOUN
spir-13100	15	24	platforms	platform	NOUN
spir-13100	15	25	for	for	ADP
spir-13100	15	26	information	information	NOUN
spir-13100	15	27	about	about	ADP
spir-13100	15	28	any	any	DET
spir-13100	15	29	ai	ai	ADJ
spir-13100	15	30	-	-	PUNCT
spir-13100	15	31	enabled	enable	VERB
spir-13100	15	32	solutions	solution	NOUN
spir-13100	15	33	for	for	ADP
spir-13100	15	34	cyberbullying	cyberbullye	VERB
spir-13100	15	35	detection	detection	NOUN
spir-13100	15	36	,	,	PUNCT
spir-13100	15	37	prevention	prevention	NOUN
spir-13100	15	38	,	,	PUNCT
spir-13100	15	39	and	and	CCONJ
spir-13100	15	40	intervention	intervention	NOUN
spir-13100	15	41	.	.	PUNCT
spir-13100	16	1	ii	ii	PROPN
spir-13100	16	2	.	.	PUNCT
spir-13100	17	1	querying	query	VERB
spir-13100	17	2	search	search	NOUN
spir-13100	17	3	engines	engine	NOUN
spir-13100	17	4	with	with	ADP
spir-13100	17	5	specific	specific	ADJ
spir-13100	17	6	keywords	keyword	NOUN
spir-13100	17	7	to	to	PART
spir-13100	17	8	retrieve	retrieve	VERB
spir-13100	17	9	news	news	NOUN
spir-13100	17	10	articles	article	NOUN
spir-13100	17	11	or	or	CCONJ
spir-13100	17	12	blog	blog	NOUN
spir-13100	17	13	posts	post	NOUN
spir-13100	17	14	that	that	PRON
spir-13100	17	15	discuss	discuss	VERB
spir-13100	17	16	aplatform	aplatform	PROPN
spir-13100	17	17	’s	’s	PART
spir-13100	17	18	ai	ai	NOUN
spir-13100	17	19	-	-	PUNCT
spir-13100	17	20	based	base	VERB
spir-13100	17	21	solutions	solution	NOUN
spir-13100	17	22	.	.	PUNCT
spir-13100	18	1	we	we	PRON
spir-13100	18	2	inspected	inspect	VERB
spir-13100	18	3	18	18	NUM
spir-13100	18	4	platforms	platform	NOUN
spir-13100	18	5	(	(	PUNCT
spir-13100	18	6	see	see	VERB
spir-13100	18	7	appendix	appendix	NOUN
spir-13100	18	8	a	a	PRON
spir-13100	18	9	)	)	PUNCT
spir-13100	18	10	and	and	CCONJ
spir-13100	18	11	their	their	PRON
spir-13100	18	12	web	web	NOUN
spir-13100	18	13	resources	resource	NOUN
spir-13100	18	14	throughout	throughout	ADP
spir-13100	18	15	2020	2020	NUM
spir-13100	18	16	and	and	CCONJ
spir-13100	18	17	2021	2021	NUM
spir-13100	18	18	.	.	PUNCT
spir-13100	19	1	we	we	PRON
spir-13100	19	2	excluded	exclude	VERB
spir-13100	19	3	articles	article	NOUN
spir-13100	19	4	and	and	CCONJ
spir-13100	19	5	blog	blog	NOUN
spir-13100	19	6	posts	post	NOUN
spir-13100	19	7	that	that	PRON
spir-13100	19	8	did	do	AUX
spir-13100	19	9	not	not	PART
spir-13100	19	10	provide	provide	VERB
spir-13100	19	11	information	information	NOUN
spir-13100	19	12	about	about	ADP
spir-13100	19	13	new	new	ADJ
spir-13100	19	14	system	system	NOUN
spir-13100	19	15	/	/	SYM
spir-13100	19	16	mechanism	mechanism	NOUN
spir-13100	19	17	developments	development	NOUN
spir-13100	19	18	or	or	CCONJ
spir-13100	19	19	designs	design	NOUN
spir-13100	19	20	by	by	ADP
spir-13100	19	21	the	the	DET
spir-13100	19	22	platform	platform	NOUN
spir-13100	19	23	,	,	PUNCT
spir-13100	19	24	or	or	CCONJ
spir-13100	19	25	shed	shed	VERB
spir-13100	19	26	light	light	NOUN
spir-13100	19	27	on	on	ADP
spir-13100	19	28	the	the	DET
spir-13100	19	29	transparency	transparency	NOUN
spir-13100	19	30	of	of	ADP
spir-13100	19	31	such	such	ADJ
spir-13100	19	32	systems	system	NOUN
spir-13100	19	33	the	the	DET
spir-13100	19	34	proprietary	proprietary	ADJ
spir-13100	19	35	nature	nature	NOUN
spir-13100	19	36	of	of	ADP
spir-13100	19	37	ai	ai	NOUN
spir-13100	19	38	-	-	PUNCT
spir-13100	19	39	based	base	VERB
spir-13100	19	40	platform	platform	NOUN
spir-13100	19	41	solutions	solution	NOUN
spir-13100	19	42	can	can	AUX
spir-13100	19	43	be	be	AUX
spir-13100	19	44	obstacle	obstacle	NOUN
spir-13100	19	45	to	to	ADP
spir-13100	19	46	their	their	PRON
spir-13100	19	47	evaluation	evaluation	NOUN
spir-13100	19	48	hence	hence	ADV
spir-13100	19	49	,	,	PUNCT
spir-13100	19	50	as	as	ADP
spir-13100	19	51	a	a	DET
spir-13100	19	52	an	an	DET
spir-13100	19	53	alternative	alternative	ADJ
spir-13100	19	54	look	look	NOUN
spir-13100	19	55	for	for	ADP
spir-13100	19	56	computational	computational	ADJ
spir-13100	19	57	studies	study	NOUN
spir-13100	19	58	that	that	PRON
spir-13100	19	59	leverage	leverage	VERB
spir-13100	19	60	conceptually	conceptually	ADV
spir-13100	19	61	similar	similar	ADJ
spir-13100	19	62	ai	ai	VERB
spir-13100	19	63	algorithms	algorithm	NOUN
spir-13100	19	64	for	for	ADP
spir-13100	19	65	detecting	detect	VERB
spir-13100	19	66	online	online	ADJ
spir-13100	19	67	bullying	bullying	NOUN
spir-13100	19	68	.	.	PUNCT
spir-13100	20	1	to	to	ADP
spir-13100	20	2	that	that	DET
spir-13100	20	3	effect	effect	NOUN
spir-13100	20	4	,	,	PUNCT
spir-13100	20	5	we	we	PRON
spir-13100	20	6	conducted	conduct	VERB
spir-13100	20	7	a	a	DET
spir-13100	20	8	scoping	scope	VERB
spir-13100	20	9	study	study	NOUN
spir-13100	20	10	review	review	NOUN
spir-13100	20	11	of	of	ADP
spir-13100	20	12	studies	study	NOUN
spir-13100	20	13	across	across	ADP
spir-13100	20	14	academic	academic	ADJ
spir-13100	20	15	repositories	repository	NOUN
spir-13100	20	16	(	(	PUNCT
spir-13100	20	17	see	see	VERB
spir-13100	20	18	appendix	appendix	NOUN
spir-13100	20	19	b	b	NOUN
spir-13100	20	20	)	)	PUNCT
spir-13100	20	21	,	,	PUNCT
spir-13100	20	22	to	to	PART
spir-13100	20	23	identify	identify	VERB
spir-13100	20	24	studies	study	NOUN
spir-13100	20	25	and	and	CCONJ
spir-13100	20	26	datasets	dataset	NOUN
spir-13100	20	27	from	from	ADP
spir-13100	20	28	two	two	NUM
spir-13100	20	29	perspectives	perspective	NOUN
spir-13100	20	30	:	:	PUNCT
spir-13100	20	31	i.	i.	PROPN
spir-13100	20	32	data	data	PROPN
spir-13100	20	33	perspective	perspective	NOUN
spir-13100	20	34	exploring	explore	VERB
spir-13100	20	35	types	type	NOUN
spir-13100	20	36	of	of	ADP
spir-13100	20	37	cyberbullying	cyberbullye	VERB
spir-13100	20	38	-	-	PUNCT
spir-13100	20	39	related	relate	VERB
spir-13100	20	40	data	datum	NOUN
spir-13100	20	41	,	,	PUNCT
spir-13100	20	42	data	datum	NOUN
spir-13100	20	43	annotation	annotation	NOUN
spir-13100	20	44	strategy	strategy	PROPN
spir-13100	20	45	ii	ii	PROPN
spir-13100	20	46	.	.	PROPN
spir-13100	21	1	effectiveness	effectiveness	PROPN
spir-13100	21	2	perspective	perspective	NOUN
spir-13100	21	3	helps	help	VERB
spir-13100	21	4	assess	assess	VERB
spir-13100	21	5	the	the	DET
spir-13100	21	6	capabilities	capability	NOUN
spir-13100	21	7	of	of	ADP
spir-13100	21	8	the	the	DET
spir-13100	21	9	state	state	NOUN
spir-13100	21	10	-	-	PUNCT
spir-13100	21	11	of	of	ADP
spir-13100	21	12	-	-	PUNCT
spir-13100	21	13	the	the	DET
spir-13100	21	14	-	-	PUNCT
spir-13100	21	15	art	art	NOUN
spir-13100	21	16	ai	ai	ADJ
spir-13100	21	17	-	-	PUNCT
spir-13100	21	18	enabled	enable	VERB
spir-13100	21	19	solutions	solution	NOUN
spir-13100	21	20	to	to	PART
spir-13100	21	21	detect	detect	VERB
spir-13100	21	22	cyberbullying	cyberbullye	VERB
spir-13100	21	23	content	content	NOUN
spir-13100	21	24	.	.	PUNCT
spir-13100	22	1	we	we	PRON
spir-13100	22	2	excluded	exclude	VERB
spir-13100	22	3	articles	article	NOUN
spir-13100	22	4	that	that	PRON
spir-13100	22	5	do	do	AUX
spir-13100	22	6	not	not	PART
spir-13100	22	7	discuss	discuss	VERB
spir-13100	22	8	an	an	DET
spir-13100	22	9	online	online	ADJ
spir-13100	22	10	bullying	bully	VERB
spir-13100	22	11	dataset	dataset	NOUN
spir-13100	22	12	,	,	PUNCT
spir-13100	22	13	an	an	DET
spir-13100	22	14	ai	ai	NOUN
spir-13100	22	15	evaluation	evaluation	NOUN
spir-13100	22	16	technique	technique	NOUN
spir-13100	22	17	or	or	CCONJ
spir-13100	22	18	benchmarking	benchmarking	NOUN
spir-13100	22	19	mechanism	mechanism	NOUN
spir-13100	22	20	or	or	CCONJ
spir-13100	22	21	is	be	AUX
spir-13100	22	22	not	not	PART
spir-13100	22	23	a	a	DET
spir-13100	22	24	novel	novel	NOUN
spir-13100	22	25	or	or	CCONJ
spir-13100	22	26	reproducible	reproducible	ADJ
spir-13100	22	27	system	system	NOUN
spir-13100	22	28	to	to	PART
spir-13100	22	29	detect	detect	VERB
spir-13100	22	30	cyberbullying	cyberbullye	VERB
spir-13100	22	31	.	.	PUNCT
spir-13100	23	1	key	key	ADJ
spir-13100	23	2	findings	finding	NOUN
spir-13100	23	3	industry	industry	NOUN
spir-13100	23	4	initiatives	initiative	VERB
spir-13100	23	5	our	our	PRON
spir-13100	23	6	search	search	NOUN
spir-13100	23	7	yielded	yield	VERB
spir-13100	23	8	150	150	NUM
spir-13100	23	9	relevant	relevant	ADJ
spir-13100	23	10	web	web	NOUN
spir-13100	23	11	-	-	NOUN
spir-13100	23	12	resources	resource	NOUN
spir-13100	23	13	,	,	PUNCT
spir-13100	23	14	indicating	indicate	VERB
spir-13100	23	15	that	that	SCONJ
spir-13100	23	16	ai	ai	VERB
spir-13100	23	17	solutions	solution	NOUN
spir-13100	23	18	encompass	encompass	VERB
spir-13100	23	19	various	various	ADJ
spir-13100	23	20	techniques	technique	NOUN
spir-13100	23	21	to	to	PART
spir-13100	23	22	recognise	recognise	VERB
spir-13100	23	23	and	and	CCONJ
spir-13100	23	24	extract	extract	VERB
spir-13100	23	25	user	user	NOUN
spir-13100	23	26	features	feature	NOUN
spir-13100	23	27	from	from	ADP
spir-13100	23	28	multimodal	multimodal	ADJ
spir-13100	23	29	human	human	ADJ
spir-13100	23	30	interaction	interaction	NOUN
spir-13100	23	31	data	datum	NOUN
spir-13100	23	32	.	.	PUNCT
spir-13100	24	1	we	we	PRON
spir-13100	24	2	categorised	categorise	VERB
spir-13100	24	3	these	these	DET
spir-13100	24	4	solutions	solution	NOUN
spir-13100	24	5	as	as	ADP
spir-13100	24	6	proactive	proactive	ADJ
spir-13100	24	7	intervention	intervention	NOUN
spir-13100	24	8	,	,	PUNCT
spir-13100	24	9	where	where	SCONJ
spir-13100	24	10	platforms	platform	NOUN
spir-13100	24	11	intervene	intervene	VERB
spir-13100	24	12	before	before	ADP
spir-13100	24	13	user	user	NOUN
spir-13100	24	14	reporting	reporting	NOUN
spir-13100	24	15	,	,	PUNCT
spir-13100	24	16	and	and	CCONJ
spir-13100	24	17	reactive	reactive	ADJ
spir-13100	24	18	intervention	intervention	NOUN
spir-13100	24	19	,	,	PUNCT
spir-13100	24	20	where	where	SCONJ
spir-13100	24	21	platforms	platform	NOUN
spir-13100	24	22	intervene	intervene	VERB
spir-13100	24	23	after	after	ADP
spir-13100	24	24	user	user	NOUN
spir-13100	24	25	reporting	reporting	NOUN
spir-13100	24	26	.	.	PUNCT
spir-13100	25	1	apart	apart	ADV
spir-13100	25	2	from	from	ADP
spir-13100	25	3	facebook	facebook	PROPN
spir-13100	25	4	,	,	PUNCT
spir-13100	25	5	instagram	instagram	PROPN
spir-13100	25	6	’s	’s	PART
spir-13100	25	7	proactive	proactive	ADJ
spir-13100	25	8	solutions	solution	NOUN
spir-13100	25	9	and	and	CCONJ
spir-13100	25	10	whisper	whisper	NOUN
spir-13100	25	11	,	,	PUNCT
spir-13100	25	12	minecraft	minecraft	NOUN
spir-13100	25	13	’s	’s	PART
spir-13100	25	14	reactive	reactive	ADJ
spir-13100	25	15	solutions	solution	NOUN
spir-13100	25	16	,	,	PUNCT
spir-13100	25	17	we	we	PRON
spir-13100	25	18	did	do	AUX
spir-13100	25	19	not	not	PART
spir-13100	25	20	find	find	VERB
spir-13100	25	21	information	information	NOUN
spir-13100	25	22	about	about	ADP
spir-13100	25	23	whether	whether	SCONJ
spir-13100	25	24	and	and	CCONJ
spir-13100	25	25	how	how	SCONJ
spir-13100	25	26	the	the	DET
spir-13100	25	27	other	other	ADJ
spir-13100	25	28	14	14	NUM
spir-13100	25	29	platforms	platform	NOUN
spir-13100	25	30	leverage	leverage	NOUN
spir-13100	25	31	ai	ai	VERB
spir-13100	25	32	to	to	PART
spir-13100	25	33	counter	counter	VERB
spir-13100	25	34	cyberbullying	cyberbullye	VERB
spir-13100	25	35	on	on	ADP
spir-13100	25	36	their	their	PRON
spir-13100	25	37	platforms	platform	NOUN
spir-13100	25	38	.	.	PUNCT
spir-13100	26	1	descriptive	descriptive	ADJ
spir-13100	26	2	information	information	NOUN
spir-13100	26	3	on	on	ADP
spir-13100	26	4	ai	ai	PRON
spir-13100	26	5	techniques	technique	NOUN
spir-13100	26	6	for	for	ADP
spir-13100	26	7	content	content	NOUN
spir-13100	26	8	moderation	moderation	NOUN
spir-13100	26	9	is	be	AUX
spir-13100	26	10	publicly	publicly	ADV
spir-13100	26	11	available	available	ADJ
spir-13100	26	12	by	by	ADP
spir-13100	26	13	facebook	facebook	NOUN
spir-13100	26	14	and	and	CCONJ
spir-13100	26	15	google	google	PROPN
spir-13100	26	16	.	.	PUNCT
spir-13100	27	1	facebook	facebook	PROPN
spir-13100	27	2	ai	ai	AUX
spir-13100	27	3	developed	develop	VERB
spir-13100	27	4	deeptext	deeptext	NOUN
spir-13100	28	1	[	[	X
spir-13100	28	2	11	11	NUM
spir-13100	28	3	]	]	PUNCT
spir-13100	28	4	,	,	PUNCT
spir-13100	28	5	linformer	linformer	NOUN
spir-13100	28	6	[	[	X
spir-13100	28	7	12	12	NUM
spir-13100	28	8	]	]	PUNCT
spir-13100	28	9	,	,	PUNCT
spir-13100	28	10	whole	whole	ADJ
spir-13100	28	11	post	post	NOUN
spir-13100	28	12	integrity	integrity	NOUN
spir-13100	28	13	embeddings	embedding	NOUN
spir-13100	28	14	(	(	PUNCT
spir-13100	28	15	wpie	wpie	ADJ
spir-13100	28	16	)	)	PUNCT
spir-13100	28	17	reinforced	reinforce	VERB
spir-13100	28	18	integrity	integrity	NOUN
spir-13100	28	19	optimizer	optimizer	NOUN
spir-13100	28	20	(	(	PUNCT
spir-13100	28	21	rio	rio	NOUN
spir-13100	28	22	)	)	PUNCT
spir-13100	29	1	[	[	X
spir-13100	29	2	13	13	NUM
spir-13100	29	3	]	]	PUNCT
spir-13100	29	4	to	to	PART
spir-13100	29	5	identify	identify	VERB
spir-13100	29	6	harmful	harmful	ADJ
spir-13100	29	7	content	content	NOUN
spir-13100	29	8	across	across	ADP
spir-13100	29	9	different	different	ADJ
spir-13100	29	10	contexts	contexts	NOUN
spir-13100	29	11	.	.	PUNCT
spir-13100	30	1	however	however	ADV
spir-13100	30	2	,	,	PUNCT
spir-13100	30	3	the	the	DET
spir-13100	30	4	application	application	NOUN
spir-13100	30	5	and	and	CCONJ
spir-13100	30	6	effectiveness	effectiveness	NOUN
spir-13100	30	7	of	of	ADP
spir-13100	30	8	these	these	DET
spir-13100	30	9	advancements	advancement	NOUN
spir-13100	30	10	in	in	ADP
spir-13100	30	11	addressing	address	VERB
spir-13100	30	12	cyberbullying	cyberbullying	NOUN
spir-13100	30	13	remain	remain	VERB
spir-13100	30	14	largely	largely	ADV
spir-13100	30	15	unknown	unknown	ADJ
spir-13100	30	16	.	.	PUNCT
spir-13100	31	1	google	google	PROPN
spir-13100	31	2	and	and	CCONJ
spir-13100	31	3	jigsaw	jigsaw	NOUN
spir-13100	31	4	developed	develop	VERB
spir-13100	31	5	,	,	PUNCT
spir-13100	31	6	perspective	perspective	NOUN
spir-13100	31	7	,	,	PUNCT
spir-13100	31	8	to	to	PART
spir-13100	31	9	address	address	VERB
spir-13100	31	10	toxic	toxic	ADJ
spir-13100	31	11	and	and	CCONJ
spir-13100	31	12	abusive	abusive	ADJ
spir-13100	31	13	online1	online1	PROPN
spir-13100	31	14	comments	comment	NOUN
spir-13100	31	15	.	.	PUNCT
spir-13100	32	1	to	to	PART
spir-13100	32	2	facilitate	facilitate	VERB
spir-13100	32	3	algorithmic	algorithmic	ADJ
spir-13100	32	4	transparency	transparency	NOUN
spir-13100	32	5	and	and	CCONJ
spir-13100	32	6	fairness	fairness	NOUN
spir-13100	32	7	,	,	PUNCT
spir-13100	32	8	the	the	DET
spir-13100	32	9	information	information	NOUN
spir-13100	32	10	on	on	ADP
spir-13100	32	11	1	1	NUM
spir-13100	32	12	https://jigsaw.google.com	https://jigsaw.google.com	NOUN
spir-13100	32	13	perspective	perspective	NOUN
spir-13100	32	14	’s	’s	PART
spir-13100	32	15	training	training	NOUN
spir-13100	32	16	process	process	NOUN
spir-13100	32	17	,	,	PUNCT
spir-13100	32	18	architecture	architecture	NOUN
spir-13100	32	19	,	,	PUNCT
spir-13100	32	20	and	and	CCONJ
spir-13100	32	21	training	training	NOUN
spir-13100	32	22	data	datum	NOUN
spir-13100	32	23	are	be	AUX
spir-13100	32	24	publicly	publicly	ADV
spir-13100	32	25	available	available	ADJ
spir-13100	32	26	[	[	X
spir-13100	32	27	14]–[16	14]–[16	NUM
spir-13100	32	28	]	]	X
spir-13100	32	29	.	.	PUNCT
spir-13100	33	1	however	however	ADV
spir-13100	33	2	,	,	PUNCT
spir-13100	33	3	our	our	PRON
spir-13100	33	4	analysis	analysis	NOUN
spir-13100	33	5	and	and	CCONJ
spir-13100	33	6	previous	previous	ADJ
spir-13100	33	7	study	study	NOUN
spir-13100	33	8	[	[	X
spir-13100	33	9	17	17	NUM
spir-13100	33	10	]	]	PUNCT
spir-13100	33	11	revealed	reveal	VERB
spir-13100	33	12	that	that	SCONJ
spir-13100	33	13	perspective	perspective	NOUN
spir-13100	33	14	can	can	AUX
spir-13100	33	15	be	be	AUX
spir-13100	33	16	deceived	deceive	VERB
spir-13100	33	17	by	by	ADP
spir-13100	33	18	subtle	subtle	ADJ
spir-13100	33	19	phrase	phrase	NOUN
spir-13100	33	20	modifications	modification	NOUN
spir-13100	33	21	,	,	PUNCT
spir-13100	33	22	resulting	result	VERB
spir-13100	33	23	in	in	ADP
spir-13100	33	24	reduced	reduced	ADJ
spir-13100	33	25	toxicity	toxicity	NOUN
spir-13100	33	26	scores	score	NOUN
spir-13100	33	27	provided	provide	VERB
spir-13100	33	28	by	by	ADP
spir-13100	33	29	perspective	perspective	NOUN
spir-13100	33	30	.	.	PUNCT
spir-13100	34	1	key	key	ADJ
spir-13100	34	2	findings	finding	NOUN
spir-13100	34	3	academic	academic	PROPN
spir-13100	34	4	literature	literature	PROPN
spir-13100	34	5	a	a	DET
spir-13100	34	6	total	total	NOUN
spir-13100	34	7	of	of	ADP
spir-13100	34	8	157	157	NUM
spir-13100	34	9	computational	computational	ADJ
spir-13100	34	10	articles	article	NOUN
spir-13100	34	11	were	be	AUX
spir-13100	34	12	reviewed	review	VERB
spir-13100	34	13	,	,	PUNCT
spir-13100	34	14	resulting	result	VERB
spir-13100	34	15	in	in	ADP
spir-13100	34	16	selection	selection	NOUN
spir-13100	34	17	of	of	ADP
spir-13100	34	18	119	119	NUM
spir-13100	34	19	articles	article	NOUN
spir-13100	34	20	,	,	PUNCT
spir-13100	34	21	including	include	VERB
spir-13100	34	22	15	15	NUM
spir-13100	34	23	dataset	dataset	NOUN
spir-13100	34	24	studies	study	NOUN
spir-13100	34	25	,	,	PUNCT
spir-13100	34	26	focused	focus	VERB
spir-13100	34	27	on	on	ADP
spir-13100	34	28	cyberbullying	cyberbullye	VERB
spir-13100	34	29	.	.	PUNCT
spir-13100	35	1	twitter	twitter	NOUN
spir-13100	35	2	emerged	emerge	VERB
spir-13100	35	3	as	as	ADP
spir-13100	35	4	the	the	DET
spir-13100	35	5	most	most	ADV
spir-13100	35	6	examined	examine	VERB
spir-13100	35	7	platform	platform	NOUN
spir-13100	35	8	,	,	PUNCT
spir-13100	35	9	followed	follow	VERB
spir-13100	35	10	by	by	ADP
spir-13100	35	11	instagram	instagram	PROPN
spir-13100	35	12	,	,	PUNCT
spir-13100	35	13	askfm	askfm	ADJ
spir-13100	35	14	,	,	PUNCT
spir-13100	35	15	and	and	CCONJ
spir-13100	35	16	myspace	myspace	PROPN
spir-13100	35	17	.	.	PUNCT
spir-13100	36	1	high	high	ADJ
spir-13100	36	2	quality	quality	NOUN
spir-13100	36	3	datasets	dataset	NOUN
spir-13100	36	4	are	be	AUX
spir-13100	36	5	vital	vital	ADJ
spir-13100	36	6	for	for	ADP
spir-13100	36	7	stimulating	stimulate	VERB
spir-13100	36	8	complex	complex	ADJ
spir-13100	36	9	computational	computational	ADJ
spir-13100	36	10	processes	process	NOUN
spir-13100	36	11	and	and	CCONJ
spir-13100	36	12	are	be	AUX
spir-13100	36	13	characterised	characterise	VERB
spir-13100	36	14	by	by	ADP
spir-13100	36	15	reliable	reliable	ADJ
spir-13100	36	16	annotations	annotation	NOUN
spir-13100	36	17	and	and	CCONJ
spir-13100	36	18	inter	inter	ADJ
spir-13100	36	19	-	-	ADJ
spir-13100	36	20	annotator	annotator	ADJ
spir-13100	36	21	agreement	agreement	NOUN
spir-13100	36	22	.	.	PUNCT
spir-13100	37	1	only	only	ADV
spir-13100	37	2	four	four	NUM
spir-13100	37	3	datasets	dataset	NOUN
spir-13100	37	4	by	by	ADP
spir-13100	37	5	[	[	X
spir-13100	37	6	18]–[21	18]–[21	X
spir-13100	37	7	]	]	PUNCT
spir-13100	37	8	met	meet	VERB
spir-13100	37	9	these	these	DET
spir-13100	37	10	criteria	criterion	NOUN
spir-13100	37	11	,	,	PUNCT
spir-13100	37	12	covering	cover	VERB
spir-13100	37	13	diverse	diverse	ADJ
spir-13100	37	14	aspects	aspect	NOUN
spir-13100	37	15	of	of	ADP
spir-13100	37	16	cyberbullying	cyberbullying	NOUN
spir-13100	37	17	and	and	CCONJ
spir-13100	37	18	user	user	NOUN
spir-13100	37	19	-	-	PUNCT
spir-13100	37	20	interactivity	interactivity	NOUN
spir-13100	37	21	information	information	NOUN
spir-13100	37	22	.	.	PUNCT
spir-13100	38	1	cyberbullying	cyberbullye	VERB
spir-13100	38	2	,	,	PUNCT
spir-13100	38	3	encompassing	encompass	VERB
spir-13100	38	4	various	various	ADJ
spir-13100	38	5	behaviour	behaviour	NOUN
spir-13100	38	6	and	and	CCONJ
spir-13100	38	7	involving	involve	VERB
spir-13100	38	8	not	not	PART
spir-13100	38	9	only	only	ADV
spir-13100	38	10	perpetrators	perpetrator	NOUN
spir-13100	38	11	and	and	CCONJ
spir-13100	38	12	victims	victim	NOUN
spir-13100	38	13	but	but	CCONJ
spir-13100	38	14	also	also	ADV
spir-13100	38	15	bystanders	bystander	NOUN
spir-13100	38	16	,	,	PUNCT
spir-13100	38	17	has	have	AUX
spir-13100	38	18	been	be	AUX
spir-13100	38	19	extensively	extensively	ADV
spir-13100	38	20	studied	study	VERB
spir-13100	38	21	.	.	PUNCT
spir-13100	39	1	however	however	ADV
spir-13100	39	2	,	,	PUNCT
spir-13100	39	3	computational	computational	ADJ
spir-13100	39	4	literature	literature	NOUN
spir-13100	39	5	lacks	lack	VERB
spir-13100	39	6	diversity	diversity	NOUN
spir-13100	39	7	,	,	PUNCT
spir-13100	39	8	with	with	ADP
spir-13100	39	9	a	a	DET
spir-13100	39	10	majority	majority	NOUN
spir-13100	39	11	of	of	ADP
spir-13100	39	12	studies	study	NOUN
spir-13100	39	13	focusing	focus	VERB
spir-13100	39	14	on	on	ADP
spir-13100	39	15	text	text	NOUN
spir-13100	39	16	-	-	PUNCT
spir-13100	39	17	based	base	VERB
spir-13100	39	18	communication	communication	NOUN
spir-13100	39	19	,	,	PUNCT
spir-13100	39	20	and	and	CCONJ
spir-13100	39	21	only	only	ADV
spir-13100	39	22	20	20	NUM
spir-13100	39	23	%	%	NOUN
spir-13100	39	24	of	of	ADP
spir-13100	39	25	the	the	DET
spir-13100	39	26	studies	study	NOUN
spir-13100	39	27	scoped	scope	VERB
spir-13100	39	28	rely	rely	ADV
spir-13100	39	29	on	on	ADP
spir-13100	39	30	other	other	ADJ
spir-13100	39	31	modes	mode	NOUN
spir-13100	39	32	of	of	ADP
spir-13100	39	33	communication	communication	NOUN
spir-13100	39	34	than	than	ADP
spir-13100	39	35	text	text	NOUN
spir-13100	39	36	.	.	PUNCT
spir-13100	40	1	moreover	moreover	ADV
spir-13100	40	2	,	,	PUNCT
spir-13100	40	3	almost	almost	ADV
spir-13100	40	4	73	73	NUM
spir-13100	40	5	%	%	NOUN
spir-13100	40	6	of	of	ADP
spir-13100	40	7	the	the	DET
spir-13100	40	8	studies	study	NOUN
spir-13100	40	9	scoped	scope	VERB
spir-13100	40	10	focus	focus	NOUN
spir-13100	40	11	on	on	ADP
spir-13100	40	12	classifying	classify	VERB
spir-13100	40	13	cyberbullying	cyberbullye	VERB
spir-13100	40	14	as	as	ADP
spir-13100	40	15	binary	binary	NOUN
spir-13100	40	16	,	,	PUNCT
spir-13100	40	17	and	and	CCONJ
spir-13100	40	18	87	87	NUM
spir-13100	40	19	%	%	NOUN
spir-13100	40	20	focus	focus	NOUN
spir-13100	40	21	only	only	ADV
spir-13100	40	22	on	on	ADP
spir-13100	40	23	the	the	DET
spir-13100	40	24	english	english	ADJ
spir-13100	40	25	language	language	NOUN
spir-13100	40	26	.	.	PUNCT
spir-13100	41	1	(	(	PUNCT
spir-13100	41	2	see	see	VERB
spir-13100	41	3	appendix	appendix	NOUN
spir-13100	41	4	c	c	NOUN
spir-13100	41	5	)	)	PUNCT
spir-13100	41	6	.	.	PUNCT
spir-13100	42	1	conclusion	conclusion	NOUN
spir-13100	42	2	co	co	VERB
spir-13100	42	3	-	-	VERB
spir-13100	42	4	relating	relate	VERB
spir-13100	42	5	our	our	PRON
spir-13100	42	6	search	search	NOUN
spir-13100	42	7	results	result	NOUN
spir-13100	42	8	with	with	ADP
spir-13100	42	9	the	the	DET
spir-13100	42	10	complex	complex	ADJ
spir-13100	42	11	cyberbullying	cyberbullye	VERB
spir-13100	42	12	nomenclature	nomenclature	NOUN
spir-13100	42	13	,	,	PUNCT
spir-13100	42	14	we	we	PRON
spir-13100	42	15	found	find	VERB
spir-13100	42	16	that	that	SCONJ
spir-13100	42	17	despite	despite	SCONJ
spir-13100	42	18	the	the	DET
spir-13100	42	19	novel	novel	ADJ
spir-13100	42	20	efforts	effort	NOUN
spir-13100	42	21	by	by	ADP
spir-13100	42	22	both	both	CCONJ
spir-13100	42	23	academia	academia	NOUN
spir-13100	42	24	and	and	CCONJ
spir-13100	42	25	industry	industry	NOUN
spir-13100	42	26	,	,	PUNCT
spir-13100	42	27	the	the	DET
spir-13100	42	28	publicly	publicly	ADV
spir-13100	42	29	available	available	ADJ
spir-13100	42	30	resources	resource	NOUN
spir-13100	42	31	for	for	ADP
spir-13100	42	32	independent	independent	ADJ
spir-13100	42	33	researchers	researcher	NOUN
spir-13100	42	34	to	to	PART
spir-13100	42	35	scrutinise	scrutinise	VERB
spir-13100	42	36	industry	industry	NOUN
spir-13100	42	37	efforts	effort	NOUN
spir-13100	42	38	,	,	PUNCT
spir-13100	42	39	as	as	ADV
spir-13100	42	40	well	well	ADV
spir-13100	42	41	as	as	ADP
spir-13100	42	42	to	to	PART
spir-13100	42	43	design	design	VERB
spir-13100	42	44	a	a	DET
spir-13100	42	45	novel	novel	NOUN
spir-13100	42	46	,	,	PUNCT
spir-13100	42	47	effective	effective	ADJ
spir-13100	42	48	,	,	PUNCT
spir-13100	42	49	efficient	efficient	ADJ
spir-13100	42	50	and	and	CCONJ
spir-13100	42	51	most	most	ADV
spir-13100	42	52	importantly	importantly	ADV
spir-13100	42	53	explainable	explainable	ADJ
spir-13100	42	54	cyberbullying	cyberbullye	VERB
spir-13100	42	55	detection	detection	NOUN
spir-13100	42	56	model	model	NOUN
spir-13100	42	57	are	be	AUX
spir-13100	42	58	extremely	extremely	ADV
spir-13100	42	59	scarce	scarce	ADJ
spir-13100	42	60	.	.	PUNCT
spir-13100	43	1	the	the	DET
spir-13100	43	2	availability	availability	NOUN
spir-13100	43	3	of	of	ADP
spir-13100	43	4	only	only	ADV
spir-13100	43	5	two	two	NUM
spir-13100	43	6	fine	fine	ADV
spir-13100	43	7	-	-	PUNCT
spir-13100	43	8	grained	grain	VERB
spir-13100	43	9	first	first	ADJ
spir-13100	43	10	-	-	PUNCT
spir-13100	43	11	rate	rate	NOUN
spir-13100	43	12	datasets	dataset	NOUN
spir-13100	43	13	by	by	ADP
spir-13100	43	14	[	[	X
spir-13100	43	15	18	18	NUM
spir-13100	43	16	]	]	PUNCT
spir-13100	43	17	,	,	PUNCT
spir-13100	43	18	[	[	X
spir-13100	43	19	21	21	NUM
spir-13100	43	20	]	]	PUNCT
spir-13100	43	21	is	be	AUX
spir-13100	43	22	an	an	DET
spir-13100	43	23	indication	indication	NOUN
spir-13100	43	24	that	that	SCONJ
spir-13100	43	25	cyberbullying	cyberbullye	VERB
spir-13100	43	26	research	research	NOUN
spir-13100	43	27	progress	progress	NOUN
spir-13100	43	28	in	in	ADP
spir-13100	43	29	academia	academia	NOUN
spir-13100	43	30	is	be	AUX
spir-13100	43	31	slow	slow	ADJ
spir-13100	43	32	.	.	PUNCT
spir-13100	44	1	on	on	ADP
spir-13100	44	2	the	the	DET
spir-13100	44	3	other	other	ADJ
spir-13100	44	4	hand	hand	NOUN
spir-13100	44	5	,	,	PUNCT
spir-13100	44	6	due	due	ADP
spir-13100	44	7	to	to	ADP
spir-13100	44	8	the	the	DET
spir-13100	44	9	proprietary	proprietary	ADJ
spir-13100	44	10	nature	nature	NOUN
spir-13100	44	11	of	of	ADP
spir-13100	44	12	facebook	facebook	PROPN
spir-13100	44	13	ai	ai	VERB
spir-13100	44	14	’s	’s	PART
spir-13100	44	15	deeptext	deeptext	NOUN
spir-13100	44	16	,	,	PUNCT
spir-13100	44	17	linformer	linformer	NOUN
spir-13100	44	18	,	,	PUNCT
spir-13100	44	19	rio	rio	PROPN
spir-13100	44	20	and	and	CCONJ
spir-13100	44	21	wpie	wpie	VERB
spir-13100	44	22	,	,	PUNCT
spir-13100	44	23	not	not	PART
spir-13100	44	24	much	much	ADJ
spir-13100	44	25	can	can	AUX
spir-13100	44	26	be	be	AUX
spir-13100	44	27	known	know	VERB
spir-13100	44	28	about	about	ADP
spir-13100	44	29	its	its	PRON
spir-13100	44	30	effectiveness	effectiveness	NOUN
spir-13100	44	31	in	in	ADP
spir-13100	44	32	tackling	tackle	VERB
spir-13100	44	33	cyberbullying	cyberbullye	VERB
spir-13100	44	34	.	.	PUNCT
spir-13100	45	1	although	although	SCONJ
spir-13100	45	2	the	the	DET
spir-13100	45	3	progress	progress	NOUN
spir-13100	45	4	on	on	ADP
spir-13100	45	5	google	google	PROPN
spir-13100	45	6	and	and	CCONJ
spir-13100	45	7	jigsaw	jigsaw	PROPN
spir-13100	45	8	’s	’s	PART
spir-13100	45	9	perspective	perspective	NOUN
spir-13100	45	10	is	be	AUX
spir-13100	45	11	commendable	commendable	ADJ
spir-13100	45	12	in	in	ADP
spir-13100	45	13	tackling	tackle	VERB
spir-13100	45	14	toxicity	toxicity	NOUN
spir-13100	45	15	on	on	ADP
spir-13100	45	16	online	online	ADJ
spir-13100	45	17	platforms	platform	NOUN
spir-13100	45	18	,	,	PUNCT
spir-13100	45	19	it	it	PRON
spir-13100	45	20	still	still	ADV
spir-13100	45	21	can	can	AUX
spir-13100	45	22	be	be	AUX
spir-13100	45	23	deceived	deceive	VERB
spir-13100	45	24	by	by	ADP
spir-13100	45	25	subtle	subtle	ADJ
spir-13100	45	26	modifications	modification	NOUN
spir-13100	45	27	to	to	ADP
spir-13100	45	28	the	the	DET
spir-13100	45	29	text	text	NOUN
spir-13100	45	30	.	.	PUNCT
spir-13100	46	1	our	our	PRON
spir-13100	46	2	search	search	NOUN
spir-13100	46	3	also	also	ADV
spir-13100	46	4	revealed	reveal	VERB
spir-13100	46	5	that	that	SCONJ
spir-13100	46	6	current	current	ADJ
spir-13100	46	7	platform	platform	NOUN
spir-13100	46	8	policies	policy	NOUN
spir-13100	46	9	fail	fail	VERB
spir-13100	46	10	to	to	PART
spir-13100	46	11	recognise	recognise	VERB
spir-13100	46	12	“	"	PUNCT
spir-13100	46	13	bystanders	bystander	NOUN
spir-13100	46	14	''	''	PUNCT
spir-13100	46	15	in	in	ADP
spir-13100	46	16	bullying	bully	VERB
spir-13100	46	17	incidents	incident	NOUN
spir-13100	46	18	.	.	PUNCT
spir-13100	47	1	despite	despite	SCONJ
spir-13100	47	2	many	many	ADJ
spir-13100	47	3	technological	technological	ADJ
spir-13100	47	4	advancements	advancement	NOUN
spir-13100	47	5	and	and	CCONJ
spir-13100	47	6	having	having	AUX
spir-13100	47	7	witnessed	witness	VERB
spir-13100	47	8	an	an	DET
spir-13100	47	9	increase	increase	NOUN
spir-13100	47	10	in	in	ADP
spir-13100	47	11	cyberbullying	cyberbullye	VERB
spir-13100	47	12	incidents	incident	NOUN
spir-13100	47	13	on	on	ADP
spir-13100	47	14	osn	osn	PROPN
spir-13100	47	15	/	/	SYM
spir-13100	47	16	mog	mog	NOUN
spir-13100	47	17	platforms	platform	NOUN
spir-13100	47	18	,	,	PUNCT
spir-13100	47	19	the	the	DET
spir-13100	47	20	ai	ai	ADJ
spir-13100	47	21	-	-	PUNCT
spir-13100	47	22	enabled	enable	VERB
spir-13100	47	23	solutions	solution	NOUN
spir-13100	47	24	for	for	ADP
spir-13100	47	25	cyberbullying	cyberbullye	VERB
spir-13100	47	26	remain	remain	VERB
spir-13100	47	27	imperfect	imperfect	ADJ
spir-13100	47	28	.	.	PUNCT
spir-13100	48	1	through	through	ADP
spir-13100	48	2	this	this	DET
spir-13100	48	3	study	study	NOUN
spir-13100	48	4	,	,	PUNCT
spir-13100	48	5	we	we	PRON
spir-13100	48	6	were	be	AUX
spir-13100	48	7	able	able	ADJ
spir-13100	48	8	to	to	PART
spir-13100	48	9	ascertain	ascertain	VERB
spir-13100	48	10	the	the	DET
spir-13100	48	11	scarcity	scarcity	NOUN
spir-13100	48	12	of	of	ADP
spir-13100	48	13	qualitative	qualitative	ADJ
spir-13100	48	14	and	and	CCONJ
spir-13100	48	15	quantitative	quantitative	ADJ
spir-13100	48	16	research	research	NOUN
spir-13100	48	17	to	to	PART
spir-13100	48	18	devise	devise	VERB
spir-13100	48	19	better	well	ADJ
spir-13100	48	20	and	and	CCONJ
spir-13100	48	21	more	more	ADV
spir-13100	48	22	effective	effective	ADJ
spir-13100	48	23	tools	tool	NOUN
spir-13100	48	24	to	to	PART
spir-13100	48	25	counter	counter	VERB
spir-13100	48	26	cyberbullying	cyberbullye	VERB
spir-13100	48	27	.	.	PUNCT
spir-13100	49	1	going	go	VERB
spir-13100	49	2	forward	forward	ADV
spir-13100	49	3	,	,	PUNCT
spir-13100	49	4	ai	ai	VERB
spir-13100	49	5	tools	tool	NOUN
spir-13100	49	6	that	that	PRON
spir-13100	49	7	leverage	leverage	VERB
spir-13100	49	8	not	not	PART
spir-13100	49	9	only	only	ADV
spir-13100	49	10	text	text	NOUN
spir-13100	49	11	but	but	CCONJ
spir-13100	49	12	also	also	ADV
spir-13100	49	13	multimodal	multimodal	ADJ
spir-13100	49	14	data	datum	NOUN
spir-13100	49	15	to	to	PART
spir-13100	49	16	detect	detect	VERB
spir-13100	49	17	all	all	DET
spir-13100	49	18	varied	varied	ADJ
spir-13100	49	19	forms	form	NOUN
spir-13100	49	20	and	and	CCONJ
spir-13100	49	21	roles	role	NOUN
spir-13100	49	22	in	in	ADP
spir-13100	49	23	cyberbullying	cyberbullye	VERB
spir-13100	49	24	should	should	AUX
spir-13100	49	25	be	be	AUX
spir-13100	49	26	developed	develop	VERB
spir-13100	49	27	.	.	PUNCT
spir-13100	50	1	to	to	PART
spir-13100	50	2	close	close	VERB
spir-13100	50	3	this	this	DET
spir-13100	50	4	gap	gap	NOUN
spir-13100	50	5	and	and	CCONJ
spir-13100	50	6	devise	devise	VERB
spir-13100	50	7	effective	effective	ADJ
spir-13100	50	8	solutions	solution	NOUN
spir-13100	50	9	,	,	PUNCT
spir-13100	50	10	a	a	DET
spir-13100	50	11	multi	multi	ADJ
spir-13100	50	12	-	-	ADJ
spir-13100	50	13	disciplinary	disciplinary	ADJ
spir-13100	50	14	environment	environment	NOUN
spir-13100	50	15	of	of	ADP
spir-13100	50	16	computational	computational	ADJ
spir-13100	50	17	and	and	CCONJ
spir-13100	50	18	social	social	ADJ
spir-13100	50	19	science	science	NOUN
spir-13100	50	20	researchers	researcher	NOUN
spir-13100	50	21	with	with	ADP
spir-13100	50	22	teens	teen	NOUN
spir-13100	50	23	and	and	CCONJ
spir-13100	50	24	youth	youth	NOUN
spir-13100	50	25	at	at	ADP
spir-13100	50	26	focus	focus	NOUN
spir-13100	50	27	must	must	AUX
spir-13100	50	28	be	be	AUX
spir-13100	50	29	leveraged	leverage	VERB
spir-13100	50	30	.	.	PUNCT
spir-13100	51	1	bibliography	bibliography	NOUN
spir-13100	52	1	[	[	X
spir-13100	52	2	1	1	NUM
spir-13100	52	3	]	]	PUNCT
spir-13100	52	4	p.	p.	NOUN
spir-13100	52	5	babvey	babvey	NOUN
spir-13100	52	6	,	,	PUNCT
spir-13100	52	7	f.	f.	PROPN
spir-13100	52	8	capela	capela	PROPN
spir-13100	52	9	,	,	PUNCT
spir-13100	52	10	c.	c.	PROPN
spir-13100	52	11	cappa	cappa	PROPN
spir-13100	52	12	,	,	PUNCT
spir-13100	52	13	c.	c.	PROPN
spir-13100	52	14	lipizzi	lipizzi	PROPN
spir-13100	52	15	,	,	PUNCT
spir-13100	52	16	n.	n.	PROPN
spir-13100	52	17	petrowski	petrowski	NOUN
spir-13100	52	18	,	,	PUNCT
spir-13100	52	19	and	and	CCONJ
spir-13100	52	20	j.	j.	PROPN
spir-13100	52	21	ramirez	ramirez	PROPN
spir-13100	52	22	-	-	PUNCT
spir-13100	52	23	marquez	marquez	PROPN
spir-13100	52	24	,	,	PUNCT
spir-13100	52	25	‘	'	PUNCT
spir-13100	52	26	using	use	VERB
spir-13100	52	27	social	social	ADJ
spir-13100	52	28	media	medium	NOUN
spir-13100	52	29	data	datum	NOUN
spir-13100	52	30	for	for	ADP
spir-13100	52	31	assessing	assess	VERB
spir-13100	52	32	children	child	NOUN
spir-13100	52	33	’s	’s	PART
spir-13100	52	34	exposure	exposure	NOUN
spir-13100	52	35	to	to	ADP
spir-13100	52	36	violence	violence	NOUN
spir-13100	52	37	during	during	ADP
spir-13100	52	38	the	the	DET
spir-13100	52	39	covid-19	covid-19	PROPN
spir-13100	52	40	pandemic	pandemic	NOUN
spir-13100	52	41	’	'	PUNCT
spir-13100	52	42	,	,	PUNCT
spir-13100	52	43	child	child	NOUN
spir-13100	52	44	abuse	abuse	NOUN
spir-13100	52	45	negl	negl	PROPN
spir-13100	52	46	.	.	PUNCT
spir-13100	52	47	,	,	PUNCT
spir-13100	52	48	vol	vol	NOUN
spir-13100	52	49	.	.	PROPN
spir-13100	52	50	116	116	NUM
spir-13100	52	51	,	,	PUNCT
spir-13100	52	52	p.	p.	NOUN
spir-13100	52	53	104747	104747	NUM
spir-13100	52	54	,	,	PUNCT
spir-13100	52	55	jun	jun	PROPN
spir-13100	52	56	.	.	PROPN
spir-13100	52	57	2021	2021	NUM
spir-13100	52	58	,	,	PUNCT
spir-13100	52	59	doi	doi	NOUN
spir-13100	52	60	:	:	PUNCT
spir-13100	52	61	10.1016	10.1016	NUM
spir-13100	52	62	/	/	SYM
spir-13100	52	63	j.chiabu.2020.104747	j.chiabu.2020.104747	NOUN
spir-13100	52	64	.	.	PUNCT
spir-13100	53	1	[	[	X
spir-13100	53	2	2	2	NUM
spir-13100	53	3	]	]	PUNCT
spir-13100	53	4	‘	'	PUNCT
spir-13100	53	5	facebook	facebook	NOUN
spir-13100	53	6	reports	report	VERB
spir-13100	53	7	fourth	fourth	ADJ
spir-13100	53	8	quarter	quarter	NOUN
spir-13100	53	9	and	and	CCONJ
spir-13100	53	10	full	full	ADJ
spir-13100	53	11	year	year	NOUN
spir-13100	53	12	2020	2020	NUM
spir-13100	53	13	results	result	NOUN
spir-13100	53	14	’	'	PUNCT
spir-13100	53	15	.	.	PUNCT
spir-13100	54	1	https://investor.fb.com/investor-news/press-release-details/2021/facebook-reports-fourth	https://investor.fb.com/investor-news/press-release-details/2021/facebook-reports-fourth	PRON
spir-13100	54	2	-quarter	-quarter	NOUN
spir-13100	54	3	-	-	PUNCT
spir-13100	54	4	and	and	CCONJ
spir-13100	54	5	-	-	PUNCT
spir-13100	54	6	full	full	ADJ
spir-13100	54	7	-	-	PUNCT
spir-13100	54	8	year-2020	year-2020	NOUN
spir-13100	54	9	-	-	PUNCT
spir-13100	54	10	results	result	NOUN
spir-13100	54	11	/	/	SYM
spir-13100	54	12	default.aspx	default.aspx	NOUN
spir-13100	54	13	(	(	PUNCT
spir-13100	54	14	accessed	access	VERB
spir-13100	54	15	feb	feb	PROPN
spir-13100	54	16	.	.	PROPN
spir-13100	54	17	25	25	NUM
spir-13100	54	18	,	,	PUNCT
spir-13100	54	19	2022	2022	NUM
spir-13100	54	20	)	)	PUNCT
spir-13100	54	21	.	.	PUNCT
spir-13100	55	1	[	[	X
spir-13100	55	2	3	3	X
spir-13100	55	3	]	]	X
spir-13100	55	4	d.	d.	PROPN
spir-13100	55	5	t.	t.	PROPN
spir-13100	55	6	milosevic	milosevic	PROPN
spir-13100	55	7	,	,	PUNCT
spir-13100	55	8	d.	d.	PROPN
spir-13100	55	9	laffan	laffan	PROPN
spir-13100	55	10	,	,	PUNCT
spir-13100	55	11	and	and	CCONJ
spir-13100	55	12	j.	j.	PROPN
spir-13100	55	13	o.	o.	PROPN
spir-13100	55	14	norman	norman	PROPN
spir-13100	55	15	,	,	PUNCT
spir-13100	55	16	‘	'	PUNCT
spir-13100	55	17	a	a	DET
spir-13100	55	18	study	study	NOUN
spir-13100	55	19	on	on	ADP
spir-13100	55	20	digital	digital	ADJ
spir-13100	55	21	practices	practice	NOUN
spir-13100	55	22	,	,	PUNCT
spir-13100	55	23	safety	safety	NOUN
spir-13100	55	24	and	and	CCONJ
spir-13100	55	25	wellbeing	wellbee	VERB
spir-13100	55	26	’	'	PUNCT
spir-13100	55	27	,	,	PUNCT
spir-13100	55	28	p.	p.	NOUN
spir-13100	55	29	16	16	NUM
spir-13100	55	30	.	.	PUNCT
spir-13100	56	1	[	[	X
spir-13100	56	2	4	4	NUM
spir-13100	56	3	]	]	PUNCT
spir-13100	56	4	‘	'	PUNCT
spir-13100	56	5	coronavirus	coronavirus	NOUN
spir-13100	56	6	disease	disease	NOUN
spir-13100	56	7	(	(	PUNCT
spir-13100	56	8	covid-19	covid-19	PROPN
spir-13100	56	9	)	)	PUNCT
spir-13100	56	10	and	and	CCONJ
spir-13100	56	11	its	its	PRON
spir-13100	56	12	implications	implication	NOUN
spir-13100	56	13	for	for	ADP
spir-13100	56	14	protecting	protect	VERB
spir-13100	56	15	children	child	NOUN
spir-13100	56	16	online	online	ADV
spir-13100	56	17	’	'	PUNCT
spir-13100	56	18	.	.	PUNCT
spir-13100	57	1	https://www.unicef.org/documents/covid-19-and-implications-protecting-children-online	https://www.unicef.org/documents/covid-19-and-implications-protecting-children-online	PROPN
spir-13100	57	2	(	(	PUNCT
spir-13100	57	3	accessed	access	VERB
spir-13100	57	4	feb	feb	PROPN
spir-13100	57	5	.	.	PROPN
spir-13100	57	6	25	25	NUM
spir-13100	57	7	,	,	PUNCT
spir-13100	57	8	2022	2022	NUM
spir-13100	57	9	)	)	PUNCT
spir-13100	57	10	.	.	PUNCT
spir-13100	58	1	[	[	X
spir-13100	58	2	5	5	X
spir-13100	58	3	]	]	PUNCT
spir-13100	58	4	g.	g.	PROPN
spir-13100	58	5	u.	u.	PROPN
spir-13100	58	6	utemissova	utemissova	PROPN
spir-13100	58	7	,	,	PUNCT
spir-13100	58	8	s.	s.	PROPN
spir-13100	58	9	danna	danna	PROPN
spir-13100	58	10	,	,	PUNCT
spir-13100	58	11	and	and	CCONJ
spir-13100	58	12	v.	v.	ADP
spir-13100	58	13	n.	n.	PROPN
spir-13100	58	14	nikolaevna	nikolaevna	PROPN
spir-13100	58	15	,	,	PUNCT
spir-13100	58	16	‘	'	PUNCT
spir-13100	58	17	cyberbullying	cyberbullye	VERB
spir-13100	58	18	during	during	ADP
spir-13100	58	19	the	the	DET
spir-13100	58	20	covid-19	covid-19	PROPN
spir-13100	58	21	pandemic	pandemic	NOUN
spir-13100	58	22	’	'	PUNCT
spir-13100	58	23	,	,	PUNCT
spir-13100	58	24	glob	glob	PROPN
spir-13100	58	25	.	.	PUNCT
spir-13100	59	1	j.	j.	PROPN
spir-13100	59	2	guid	guid	PROPN
spir-13100	59	3	.	.	PUNCT
spir-13100	60	1	couns	couns	PROPN
spir-13100	60	2	.	.	PUNCT
spir-13100	61	1	sch	sch	PROPN
spir-13100	61	2	.	.	PUNCT
spir-13100	62	1	curr	curr	AUX
spir-13100	62	2	.	.	PUNCT
spir-13100	62	3	perspect	perspect	PROPN
spir-13100	62	4	.	.	PUNCT
spir-13100	62	5	,	,	PUNCT
spir-13100	62	6	vol	vol	NOUN
spir-13100	62	7	.	.	PROPN
spir-13100	63	1	11	11	NUM
spir-13100	63	2	,	,	PUNCT
spir-13100	63	3	no	no	INTJ
spir-13100	63	4	.	.	NOUN
spir-13100	63	5	2	2	NUM
spir-13100	63	6	,	,	PUNCT
spir-13100	63	7	art	art	NOUN
spir-13100	63	8	.	.	PUNCT
spir-13100	64	1	no	no	INTJ
spir-13100	64	2	.	.	NOUN
spir-13100	64	3	2	2	NUM
spir-13100	64	4	,	,	PUNCT
spir-13100	64	5	jul	jul	PROPN
spir-13100	64	6	.	.	PROPN
spir-13100	64	7	2021	2021	NUM
spir-13100	64	8	,	,	PUNCT
spir-13100	64	9	doi	doi	NOUN
spir-13100	64	10	:	:	PUNCT
spir-13100	64	11	10.18844	10.18844	NUM
spir-13100	64	12	/	/	SYM
spir-13100	64	13	gjgc.v11i2.5471	gjgc.v11i2.5471	NOUN
spir-13100	64	14	.	.	PUNCT
spir-13100	65	1	[	[	X
spir-13100	65	2	6	6	NUM
spir-13100	65	3	]	]	PUNCT
spir-13100	65	4	v.	v.	CCONJ
spir-13100	65	5	charisi	charisi	VERB
spir-13100	65	6	et	et	PROPN
spir-13100	65	7	al	al	PROPN
spir-13100	65	8	.	.	PROPN
spir-13100	65	9	,	,	PUNCT
spir-13100	65	10	‘	'	PUNCT
spir-13100	65	11	artificial	artificial	ADJ
spir-13100	65	12	intelligence	intelligence	NOUN
spir-13100	65	13	and	and	CCONJ
spir-13100	65	14	the	the	DET
spir-13100	65	15	rights	right	NOUN
spir-13100	65	16	of	of	ADP
spir-13100	65	17	the	the	DET
spir-13100	65	18	child	child	NOUN
spir-13100	65	19	 	 	SPACE
spir-13100	65	20	:	:	PUNCT
spir-13100	65	21	towards	towards	ADP
spir-13100	65	22	an	an	DET
spir-13100	65	23	integrated	integrate	VERB
spir-13100	65	24	agenda	agenda	NOUN
spir-13100	65	25	for	for	ADP
spir-13100	65	26	research	research	NOUN
spir-13100	65	27	and	and	CCONJ
spir-13100	65	28	policy	policy	NOUN
spir-13100	65	29	’	'	PUNCT
spir-13100	65	30	,	,	PUNCT
spir-13100	65	31	jrc	jrc	PROPN
spir-13100	65	32	publications	publication	VERB
spir-13100	65	33	repository	repository	PROPN
spir-13100	65	34	,	,	PUNCT
spir-13100	65	35	jun	jun	PROPN
spir-13100	65	36	.	.	PROPN
spir-13100	65	37	07	07	NUM
spir-13100	65	38	,	,	PUNCT
spir-13100	65	39	2022	2022	NUM
spir-13100	65	40	.	.	PUNCT
spir-13100	66	1	https://publications.jrc.ec.europa.eu/repository/handle/jrc127564	https://publications.jrc.ec.europa.eu/repository/handle/jrc127564	PROPN
spir-13100	66	2	(	(	PUNCT
spir-13100	66	3	accessed	access	VERB
spir-13100	66	4	oct	oct	PROPN
spir-13100	66	5	.	.	PROPN
spir-13100	66	6	01	01	NUM
spir-13100	66	7	,	,	PUNCT
spir-13100	66	8	2022	2022	NUM
spir-13100	66	9	)	)	PUNCT
spir-13100	66	10	.	.	PUNCT
spir-13100	67	1	[	[	X
spir-13100	67	2	7	7	NUM
spir-13100	67	3	]	]	X
spir-13100	67	4	european	european	PROPN
spir-13100	67	5	commission	commission	PROPN
spir-13100	67	6	.	.	PUNCT
spir-13100	68	1	joint	joint	ADJ
spir-13100	68	2	research	research	NOUN
spir-13100	68	3	centre	centre	NOUN
spir-13100	68	4	.	.	PUNCT
spir-13100	69	1	,	,	PUNCT
spir-13100	69	2	how	how	SCONJ
spir-13100	69	3	children	child	NOUN
spir-13100	69	4	(	(	PUNCT
spir-13100	69	5	10	10	NUM
spir-13100	69	6	-	-	SYM
spir-13100	69	7	18	18	NUM
spir-13100	69	8	)	)	PUNCT
spir-13100	69	9	experienced	experience	VERB
spir-13100	69	10	online	online	ADJ
spir-13100	69	11	risks	risk	NOUN
spir-13100	69	12	during	during	ADP
spir-13100	69	13	the	the	DET
spir-13100	69	14	covid-19	covid-19	PROPN
spir-13100	69	15	lockdown	lockdown	NOUN
spir-13100	69	16	 	 	SPACE
spir-13100	69	17	:	:	PUNCT
spir-13100	69	18	spring	spring	NOUN
spir-13100	69	19	2020	2020	NUM
spir-13100	69	20	 	 	SPACE
spir-13100	69	21	:	:	PUNCT
spir-13100	69	22	key	key	ADJ
spir-13100	69	23	findings	finding	NOUN
spir-13100	69	24	from	from	ADP
spir-13100	69	25	surveying	survey	VERB
spir-13100	69	26	families	family	NOUN
spir-13100	69	27	in	in	ADP
spir-13100	69	28	11	11	NUM
spir-13100	69	29	european	european	ADJ
spir-13100	69	30	countries	country	NOUN
spir-13100	69	31	.	.	PUNCT
spir-13100	70	1	lu	lu	NOUN
spir-13100	70	2	:	:	PUNCT
spir-13100	70	3	publications	publication	NOUN
spir-13100	70	4	office	office	NOUN
spir-13100	70	5	,	,	PUNCT
spir-13100	70	6	2021	2021	NUM
spir-13100	70	7	.	.	PUNCT
spir-13100	71	1	accessed	access	VERB
spir-13100	71	2	:	:	PUNCT
spir-13100	71	3	feb	feb	PROPN
spir-13100	71	4	.	.	PROPN
spir-13100	71	5	25	25	NUM
spir-13100	71	6	,	,	PUNCT
spir-13100	71	7	2022	2022	NUM
spir-13100	71	8	.	.	PUNCT
spir-13100	72	1	[	[	X
spir-13100	72	2	online	online	X
spir-13100	72	3	]	]	X
spir-13100	72	4	.	.	PUNCT
spir-13100	73	1	available	available	ADJ
spir-13100	73	2	:	:	PUNCT
spir-13100	74	1	https://data.europa.eu/doi/10.2760/066196	https://data.europa.eu/doi/10.2760/066196	PROPN
spir-13100	75	1	[	[	X
spir-13100	75	2	8	8	X
spir-13100	75	3	]	]	PUNCT
spir-13100	75	4	t.	t.	PROPN
spir-13100	75	5	milosevic	milosevic	PROPN
spir-13100	75	6	,	,	PUNCT
spir-13100	75	7	protecting	protect	VERB
spir-13100	75	8	children	child	NOUN
spir-13100	75	9	online	online	ADV
spir-13100	75	10	?	?	PUNCT
spir-13100	75	11	:	:	PUNCT
spir-13100	75	12	cyberbullying	cyberbullye	VERB
spir-13100	75	13	policies	policy	NOUN
spir-13100	75	14	of	of	ADP
spir-13100	75	15	social	social	ADJ
spir-13100	75	16	media	medium	NOUN
spir-13100	75	17	companies	company	NOUN
spir-13100	75	18	.	.	PUNCT
spir-13100	76	1	2018	2018	NUM
spir-13100	76	2	.	.	PUNCT
spir-13100	77	1	doi	doi	NOUN
spir-13100	77	2	:	:	PUNCT
spir-13100	77	3	10.7551	10.7551	NUM
spir-13100	77	4	/	/	SYM
spir-13100	77	5	mitpress/11008.001.0001	mitpress/11008.001.0001	NOUN
spir-13100	77	6	.	.	PUNCT
spir-13100	78	1	[	[	X
spir-13100	78	2	9	9	NUM
spir-13100	78	3	]	]	PUNCT
spir-13100	78	4	t.	t.	NOUN
spir-13100	78	5	gillespie	gillespie	PROPN
spir-13100	78	6	,	,	PUNCT
spir-13100	78	7	custodians	custodian	NOUN
spir-13100	78	8	of	of	ADP
spir-13100	78	9	the	the	DET
spir-13100	78	10	internet	internet	NOUN
spir-13100	78	11	:	:	PUNCT
spir-13100	78	12	platforms	platform	NOUN
spir-13100	78	13	,	,	PUNCT
spir-13100	78	14	content	content	NOUN
spir-13100	78	15	moderation	moderation	NOUN
spir-13100	78	16	,	,	PUNCT
spir-13100	78	17	and	and	CCONJ
spir-13100	78	18	the	the	DET
spir-13100	78	19	hidden	hide	VERB
spir-13100	78	20	decisions	decision	NOUN
spir-13100	78	21	that	that	PRON
spir-13100	78	22	shape	shape	VERB
spir-13100	78	23	social	social	ADJ
spir-13100	78	24	media	medium	NOUN
spir-13100	78	25	.	.	PUNCT
spir-13100	79	1	yale	yale	PROPN
spir-13100	79	2	university	university	PROPN
spir-13100	79	3	press	press	NOUN
spir-13100	79	4	,	,	PUNCT
spir-13100	79	5	2018	2018	NUM
spir-13100	79	6	.	.	PUNCT
spir-13100	80	1	doi	doi	NOUN
spir-13100	80	2	:	:	PUNCT
spir-13100	80	3	10.12987/9780300235029	10.12987/9780300235029	NUM
spir-13100	80	4	.	.	PUNCT
spir-13100	81	1	[	[	X
spir-13100	81	2	10	10	NUM
spir-13100	81	3	]	]	PUNCT
spir-13100	81	4	t.	t.	PROPN
spir-13100	81	5	gillespie	gillespie	PROPN
spir-13100	81	6	et	et	PROPN
spir-13100	81	7	al	al	PROPN
spir-13100	81	8	.	.	PROPN
spir-13100	81	9	,	,	PUNCT
spir-13100	81	10	‘	'	PUNCT
spir-13100	81	11	expanding	expand	VERB
spir-13100	81	12	the	the	DET
spir-13100	81	13	debate	debate	NOUN
spir-13100	81	14	about	about	ADP
spir-13100	81	15	content	content	NOUN
spir-13100	81	16	moderation	moderation	NOUN
spir-13100	81	17	:	:	PUNCT
spir-13100	81	18	scholarly	scholarly	ADJ
spir-13100	81	19	research	research	NOUN
spir-13100	81	20	agendas	agenda	NOUN
spir-13100	81	21	for	for	ADP
spir-13100	81	22	the	the	DET
spir-13100	81	23	coming	come	VERB
spir-13100	81	24	policy	policy	NOUN
spir-13100	81	25	debates	debate	NOUN
spir-13100	81	26	’	'	PUNCT
spir-13100	81	27	,	,	PUNCT
spir-13100	81	28	internet	internet	NOUN
spir-13100	81	29	policy	policy	NOUN
spir-13100	81	30	rev	rev	VERB
spir-13100	81	31	.	.	PROPN
spir-13100	81	32	,	,	PUNCT
spir-13100	81	33	vol	vol	NOUN
spir-13100	81	34	.	.	PROPN
spir-13100	82	1	9	9	NUM
spir-13100	82	2	,	,	PUNCT
spir-13100	82	3	no	no	INTJ
spir-13100	82	4	.	.	NOUN
spir-13100	82	5	4	4	NUM
spir-13100	82	6	,	,	PUNCT
spir-13100	82	7	oct	oct	PROPN
spir-13100	82	8	.	.	PROPN
spir-13100	82	9	2020	2020	NUM
spir-13100	82	10	,	,	PUNCT
spir-13100	82	11	accessed	access	VERB
spir-13100	82	12	:	:	PUNCT
spir-13100	82	13	feb	feb	PROPN
spir-13100	82	14	.	.	PROPN
spir-13100	82	15	25	25	NUM
spir-13100	82	16	,	,	PUNCT
spir-13100	82	17	2022	2022	NUM
spir-13100	82	18	.	.	PUNCT
spir-13100	83	1	[	[	X
spir-13100	83	2	online	online	X
spir-13100	83	3	]	]	X
spir-13100	83	4	.	.	PUNCT
spir-13100	84	1	available	available	ADJ
spir-13100	84	2	:	:	PUNCT
spir-13100	85	1	https://policyreview.info/articles/analysis/expanding-debate-about-content-moderation-scho	https://policyreview.info/articles/analysis/expanding-debate-about-content-moderation-scho	PROPN
spir-13100	85	2	larly	larly	ADV
spir-13100	85	3	-	-	PUNCT
spir-13100	85	4	research	research	NOUN
spir-13100	85	5	-	-	PUNCT
spir-13100	85	6	agendas	agenda	NOUN
spir-13100	85	7	-	-	PUNCT
spir-13100	85	8	coming	come	VERB
spir-13100	85	9	-	-	PUNCT
spir-13100	85	10	policy	policy	NOUN
spir-13100	85	11	[	[	X
spir-13100	85	12	11	11	NUM
spir-13100	85	13	]	]	PUNCT
spir-13100	85	14	‘	'	PUNCT
spir-13100	85	15	introducing	introduce	VERB
spir-13100	85	16	deeptext	deeptext	NOUN
spir-13100	85	17	:	:	PUNCT
spir-13100	85	18	facebook	facebook	PROPN
spir-13100	85	19	’s	’s	PART
spir-13100	85	20	text	text	NOUN
spir-13100	85	21	understanding	understanding	NOUN
spir-13100	85	22	engine	engine	NOUN
spir-13100	85	23	engineering	engineering	NOUN
spir-13100	85	24	at	at	ADP
spir-13100	85	25	meta	meta	NOUN
spir-13100	85	26	’	'	PUNCT
spir-13100	85	27	.	.	PUNCT
spir-13100	86	1	https://engineering.fb.com/2016/06/01/core-data/introducing-deeptext-facebook-s-text-und	https://engineering.fb.com/2016/06/01/core-data/introducing-deeptext-facebook-s-text-und	ADJ
spir-13100	86	2	erstanding	erstanding	NOUN
spir-13100	86	3	-	-	PUNCT
spir-13100	86	4	engine/	engine/	NUM
spir-13100	86	5	(	(	PUNCT
spir-13100	86	6	accessed	access	VERB
spir-13100	86	7	feb	feb	PROPN
spir-13100	86	8	.	.	PROPN
spir-13100	86	9	28	28	NUM
spir-13100	86	10	,	,	PUNCT
spir-13100	86	11	2022	2022	NUM
spir-13100	86	12	)	)	PUNCT
spir-13100	86	13	.	.	PUNCT
spir-13100	87	1	[	[	X
spir-13100	87	2	12	12	NUM
spir-13100	87	3	]	]	X
spir-13100	87	4	s.	s.	PROPN
spir-13100	87	5	wang	wang	PROPN
spir-13100	87	6	,	,	PUNCT
spir-13100	87	7	b.	b.	PROPN
spir-13100	87	8	z.	z.	PROPN
spir-13100	87	9	li	li	PROPN
spir-13100	87	10	,	,	PUNCT
spir-13100	87	11	m.	m.	NOUN
spir-13100	87	12	khabsa	khabsa	PROPN
spir-13100	87	13	,	,	PUNCT
spir-13100	87	14	h.	h.	PROPN
spir-13100	87	15	fang	fang	PROPN
spir-13100	87	16	,	,	PUNCT
spir-13100	87	17	and	and	CCONJ
spir-13100	87	18	h.	h.	PROPN
spir-13100	87	19	ma	ma	PROPN
spir-13100	87	20	,	,	PUNCT
spir-13100	87	21	‘	'	PUNCT
spir-13100	87	22	linformer	linformer	NOUN
spir-13100	87	23	:	:	PUNCT
spir-13100	87	24	self	self	NOUN
spir-13100	87	25	-	-	PUNCT
spir-13100	87	26	attention	attention	NOUN
spir-13100	87	27	with	with	ADP
spir-13100	87	28	linear	linear	PROPN
spir-13100	87	29	complexity	complexity	NOUN
spir-13100	87	30	’	'	PUNCT
spir-13100	87	31	,	,	PUNCT
spir-13100	87	32	arxiv200604768	arxiv200604768	PROPN
spir-13100	87	33	cs	cs	PROPN
spir-13100	87	34	stat	stat	PROPN
spir-13100	87	35	,	,	PUNCT
spir-13100	87	36	jun	jun	PROPN
spir-13100	87	37	.	.	PROPN
spir-13100	87	38	2020	2020	NUM
spir-13100	87	39	,	,	PUNCT
spir-13100	87	40	accessed	access	VERB
spir-13100	87	41	:	:	PUNCT
spir-13100	87	42	feb	feb	PROPN
spir-13100	87	43	.	.	PROPN
spir-13100	87	44	28	28	NUM
spir-13100	87	45	,	,	PUNCT
spir-13100	87	46	2022	2022	NUM
spir-13100	87	47	.	.	PUNCT
spir-13100	88	1	[	[	X
spir-13100	88	2	online	online	X
spir-13100	88	3	]	]	X
spir-13100	88	4	.	.	PUNCT
spir-13100	89	1	available	available	ADJ
spir-13100	89	2	:	:	PUNCT
spir-13100	89	3	http://arxiv.org/abs/2006.04768	http://arxiv.org/abs/2006.04768	VERB
spir-13100	90	1	[	[	X
spir-13100	90	2	13	13	NUM
spir-13100	90	3	]	]	PUNCT
spir-13100	90	4	‘	'	PUNCT
spir-13100	90	5	how	how	SCONJ
spir-13100	90	6	ai	ai	AUX
spir-13100	90	7	is	be	AUX
spir-13100	90	8	getting	get	VERB
spir-13100	90	9	better	well	ADJ
spir-13100	90	10	at	at	ADP
spir-13100	90	11	detecting	detect	VERB
spir-13100	90	12	hate	hate	NOUN
spir-13100	90	13	speech	speech	NOUN
spir-13100	90	14	’	'	PUNCT
spir-13100	90	15	.	.	PUNCT
spir-13100	91	1	https://ai.facebook.com/blog/how-ai-is-getting-better-at-detecting-hate-speech/	https://ai.facebook.com/blog/how-ai-is-getting-better-at-detecting-hate-speech/	NOUN
spir-13100	91	2	(	(	PUNCT
spir-13100	91	3	accessed	access	VERB
spir-13100	91	4	feb	feb	PROPN
spir-13100	91	5	.	.	PROPN
spir-13100	91	6	28	28	NUM
spir-13100	91	7	,	,	PUNCT
spir-13100	91	8	2022	2022	NUM
spir-13100	91	9	)	)	PUNCT
spir-13100	91	10	.	.	PUNCT
spir-13100	92	1	[	[	X
spir-13100	92	2	14	14	NUM
spir-13100	92	3	]	]	PUNCT
spir-13100	92	4	‘	'	PUNCT
spir-13100	92	5	perspective	perspective	ADJ
spir-13100	92	6	api	api	NOUN
spir-13100	92	7	case	case	NOUN
spir-13100	92	8	studies	study	NOUN
spir-13100	92	9	’	'	PUNCT
spir-13100	92	10	.	.	PUNCT
spir-13100	93	1	https://perspectiveapi.com/case-studies/	https://perspectiveapi.com/case-studies/	PROPN
spir-13100	93	2	(	(	PUNCT
spir-13100	93	3	accessed	access	VERB
spir-13100	93	4	dec	dec	PROPN
spir-13100	93	5	.	.	PROPN
spir-13100	93	6	08	08	NUM
spir-13100	93	7	,	,	PUNCT
spir-13100	93	8	2022	2022	NUM
spir-13100	93	9	)	)	PUNCT
spir-13100	93	10	.	.	PUNCT
spir-13100	94	1	[	[	X
spir-13100	94	2	15	15	NUM
spir-13100	94	3	]	]	PUNCT
spir-13100	94	4	‘	'	PUNCT
spir-13100	94	5	about	about	ADP
spir-13100	94	6	the	the	DET
spir-13100	94	7	api	api	NOUN
spir-13100	94	8	attributes	attribute	NOUN
spir-13100	94	9	and	and	CCONJ
spir-13100	94	10	languages	language	NOUN
spir-13100	94	11	’	'	PUNCT
spir-13100	94	12	.	.	PUNCT
spir-13100	95	1	https://support.perspectiveapi.com/s/about-the-api-attributes-and-languages	https://support.perspectiveapi.com/s/about-the-api-attributes-and-language	NOUN
spir-13100	95	2	(	(	PUNCT
spir-13100	95	3	accessed	access	VERB
spir-13100	95	4	feb	feb	PROPN
spir-13100	95	5	.	.	PROPN
spir-13100	95	6	28	28	NUM
spir-13100	95	7	,	,	PUNCT
spir-13100	95	8	2022	2022	NUM
spir-13100	95	9	)	)	PUNCT
spir-13100	95	10	.	.	PUNCT
spir-13100	96	1	[	[	X
spir-13100	96	2	16	16	NUM
spir-13100	96	3	]	]	PUNCT
spir-13100	96	4	‘	'	PUNCT
spir-13100	96	5	jigsaw	jigsaw	NOUN
spir-13100	96	6	unintended	unintended	ADJ
spir-13100	96	7	bias	bias	NOUN
spir-13100	96	8	in	in	ADP
spir-13100	96	9	toxicity	toxicity	NOUN
spir-13100	96	10	classification	classification	NOUN
spir-13100	96	11	’	'	PUNCT
spir-13100	96	12	.	.	PUNCT
spir-13100	97	1	https://kaggle.com/c/jigsaw-unintended-bias-in-toxicity-classification	https://kaggle.com/c/jigsaw-unintended-bias-in-toxicity-classification	NOUN
spir-13100	97	2	(	(	PUNCT
spir-13100	97	3	accessed	access	VERB
spir-13100	97	4	feb	feb	PROPN
spir-13100	97	5	.	.	PROPN
spir-13100	97	6	28	28	NUM
spir-13100	97	7	,	,	PUNCT
spir-13100	97	8	2022	2022	NUM
spir-13100	97	9	)	)	PUNCT
spir-13100	97	10	.	.	PUNCT
spir-13100	98	1	[	[	X
spir-13100	98	2	17	17	NUM
spir-13100	98	3	]	]	PUNCT
spir-13100	98	4	h.	h.	PROPN
spir-13100	98	5	hosseini	hosseini	PROPN
spir-13100	98	6	,	,	PUNCT
spir-13100	98	7	s.	s.	PROPN
spir-13100	98	8	kannan	kannan	PROPN
spir-13100	98	9	,	,	PUNCT
spir-13100	98	10	b.	b.	PROPN
spir-13100	98	11	zhang	zhang	PROPN
spir-13100	98	12	,	,	PUNCT
spir-13100	98	13	and	and	CCONJ
spir-13100	98	14	r.	r.	PROPN
spir-13100	98	15	poovendran	poovendran	NOUN
spir-13100	98	16	,	,	PUNCT
spir-13100	98	17	‘	'	PUNCT
spir-13100	98	18	deceiving	deceive	VERB
spir-13100	98	19	google	google	PROPN
spir-13100	98	20	’s	’s	PART
spir-13100	98	21	perspective	perspective	ADJ
spir-13100	98	22	api	api	NOUN
spir-13100	98	23	built	build	VERB
spir-13100	98	24	for	for	ADP
spir-13100	98	25	detecting	detect	VERB
spir-13100	98	26	toxic	toxic	ADJ
spir-13100	98	27	comments	comment	NOUN
spir-13100	98	28	’	'	PUNCT
spir-13100	98	29	,	,	PUNCT
spir-13100	98	30	arxiv170208138	arxiv170208138	PROPN
spir-13100	98	31	cs	cs	PROPN
spir-13100	98	32	,	,	PUNCT
spir-13100	98	33	feb	feb	PROPN
spir-13100	98	34	.	.	PROPN
spir-13100	98	35	2017	2017	NUM
spir-13100	98	36	,	,	PUNCT
spir-13100	98	37	accessed	access	VERB
spir-13100	98	38	:	:	PUNCT
spir-13100	98	39	feb	feb	PROPN
spir-13100	98	40	.	.	PROPN
spir-13100	98	41	28	28	NUM
spir-13100	98	42	,	,	PUNCT
spir-13100	98	43	2022	2022	NUM
spir-13100	98	44	.	.	PUNCT
spir-13100	99	1	[	[	X
spir-13100	99	2	online	online	X
spir-13100	99	3	]	]	X
spir-13100	99	4	.	.	PUNCT
spir-13100	100	1	available	available	ADJ
spir-13100	100	2	:	:	PUNCT
spir-13100	100	3	http://arxiv.org/abs/1702.08138	http://arxiv.org/abs/1702.08138	NOUN
spir-13100	100	4	[	[	X
spir-13100	100	5	18	18	NUM
spir-13100	100	6	]	]	X
spir-13100	100	7	c.	c.	PROPN
spir-13100	100	8	v.	v.	CCONJ
spir-13100	100	9	hee	hee	PROPN
spir-13100	100	10	et	et	PROPN
spir-13100	100	11	al	al	PROPN
spir-13100	100	12	.	.	PROPN
spir-13100	100	13	,	,	PUNCT
spir-13100	100	14	‘	'	PUNCT
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spir-13100	100	16	detection	detection	NOUN
spir-13100	100	17	of	of	ADP
spir-13100	100	18	cyberbullying	cyberbullye	VERB
spir-13100	100	19	in	in	ADP
spir-13100	100	20	social	social	ADJ
spir-13100	100	21	media	medium	NOUN
spir-13100	100	22	text	text	NOUN
spir-13100	100	23	’	'	PUNCT
spir-13100	100	24	,	,	PUNCT
spir-13100	100	25	plos	plos	PROPN
spir-13100	100	26	one	one	NUM
spir-13100	100	27	,	,	PUNCT
spir-13100	100	28	vol	vol	NOUN
spir-13100	100	29	.	.	PROPN
spir-13100	100	30	13	13	NUM
spir-13100	100	31	,	,	PUNCT
spir-13100	100	32	no	no	INTJ
spir-13100	100	33	.	.	NOUN
spir-13100	100	34	10	10	NUM
spir-13100	100	35	,	,	PUNCT
spir-13100	100	36	p.	p.	PROPN
spir-13100	100	37	e0203794	e0203794	PROPN
spir-13100	100	38	,	,	PUNCT
spir-13100	100	39	oct	oct	PROPN
spir-13100	100	40	.	.	PROPN
spir-13100	100	41	2018	2018	NUM
spir-13100	100	42	,	,	PUNCT
spir-13100	100	43	doi	doi	NOUN
spir-13100	100	44	:	:	PUNCT
spir-13100	100	45	10.1371	10.1371	NUM
spir-13100	100	46	/	/	SYM
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spir-13100	100	48	.	.	PUNCT
spir-13100	101	1	[	[	X
spir-13100	101	2	19	19	NUM
spir-13100	101	3	]	]	PUNCT
spir-13100	101	4	h.	h.	PROPN
spir-13100	101	5	hosseinmardi	hosseinmardi	PROPN
spir-13100	101	6	,	,	PUNCT
spir-13100	101	7	s.	s.	PROPN
spir-13100	101	8	a.	a.	PROPN
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spir-13100	101	10	,	,	PUNCT
spir-13100	101	11	r.	r.	PROPN
spir-13100	101	12	i.	i.	PROPN
spir-13100	101	13	rafiq	rafiq	PROPN
spir-13100	101	14	,	,	PUNCT
spir-13100	101	15	r.	r.	PROPN
spir-13100	101	16	han	han	PROPN
spir-13100	101	17	,	,	PUNCT
spir-13100	101	18	q.	q.	PROPN
spir-13100	101	19	lv	lv	PROPN
spir-13100	101	20	,	,	PUNCT
spir-13100	101	21	and	and	CCONJ
spir-13100	101	22	s.	s.	PROPN
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spir-13100	101	25	‘	'	PUNCT
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spir-13100	101	28	cyberbullying	cyberbullye	VERB
spir-13100	101	29	incidents	incident	NOUN
spir-13100	101	30	on	on	ADP
spir-13100	101	31	the	the	DET
spir-13100	101	32	instagram	instagram	PROPN
spir-13100	101	33	social	social	ADJ
spir-13100	101	34	network	network	NOUN
spir-13100	101	35	’	'	PUNCT
spir-13100	101	36	,	,	PUNCT
spir-13100	101	37	arxiv150303909	arxiv150303909	PROPN
spir-13100	101	38	cs	cs	PROPN
spir-13100	101	39	,	,	PUNCT
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spir-13100	101	41	.	.	PROPN
spir-13100	101	42	2015	2015	NUM
spir-13100	101	43	,	,	PUNCT
spir-13100	101	44	accessed	access	VERB
spir-13100	101	45	:	:	PUNCT
spir-13100	101	46	feb	feb	PROPN
spir-13100	101	47	.	.	PROPN
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spir-13100	101	49	,	,	PUNCT
spir-13100	101	50	2022	2022	NUM
spir-13100	101	51	.	.	PUNCT
spir-13100	102	1	[	[	X
spir-13100	102	2	online	online	X
spir-13100	102	3	]	]	X
spir-13100	102	4	.	.	PUNCT
spir-13100	103	1	available	available	ADJ
spir-13100	103	2	:	:	PUNCT
spir-13100	104	1	http://arxiv.org/abs/1503.03909	http://arxiv.org/abs/1503.03909	PROPN
spir-13100	105	1	[	[	X
spir-13100	105	2	20	20	NUM
spir-13100	105	3	]	]	PUNCT
spir-13100	105	4	‘	'	PUNCT
spir-13100	105	5	analysis	analysis	NOUN
spir-13100	105	6	and	and	CCONJ
spir-13100	105	7	detection	detection	NOUN
spir-13100	105	8	of	of	ADP
spir-13100	105	9	labeled	label	VERB
spir-13100	105	10	cyberbullying	cyberbullye	VERB
spir-13100	105	11	instances	instance	NOUN
spir-13100	105	12	in	in	ADP
spir-13100	105	13	vine	vine	NOUN
spir-13100	105	14	,	,	PUNCT
spir-13100	105	15	a	a	DET
spir-13100	105	16	video	video	NOUN
spir-13100	105	17	-	-	PUNCT
spir-13100	105	18	based	base	VERB
spir-13100	105	19	social	social	ADJ
spir-13100	105	20	network	network	NOUN
spir-13100	105	21	|	|	ADV
spir-13100	105	22	springerlink	springerlink	NOUN
spir-13100	105	23	’	'	PUNCT
spir-13100	105	24	.	.	PUNCT
spir-13100	106	1	https://link.springer.com/article/10.1007/s13278-016-0398-x	https://link.springer.com/article/10.1007/s13278-016-0398-x	X
spir-13100	106	2	(	(	PUNCT
spir-13100	106	3	accessed	access	VERB
spir-13100	106	4	feb	feb	PROPN
spir-13100	106	5	.	.	PROPN
spir-13100	106	6	28	28	NUM
spir-13100	106	7	,	,	PUNCT
spir-13100	106	8	2022	2022	NUM
spir-13100	106	9	)	)	PUNCT
spir-13100	106	10	.	.	PUNCT
spir-13100	107	1	[	[	X
spir-13100	107	2	21	21	NUM
spir-13100	107	3	]	]	X
spir-13100	107	4	r.	r.	PROPN
spir-13100	107	5	sprugnoli	sprugnoli	PROPN
spir-13100	107	6	,	,	PUNCT
spir-13100	107	7	s.	s.	PROPN
spir-13100	107	8	menini	menini	PROPN
spir-13100	107	9	,	,	PUNCT
spir-13100	107	10	s.	s.	PROPN
spir-13100	107	11	tonelli	tonelli	PROPN
spir-13100	107	12	,	,	PUNCT
spir-13100	107	13	f.	f.	PROPN
spir-13100	107	14	oncini	oncini	PROPN
spir-13100	107	15	,	,	PUNCT
spir-13100	107	16	and	and	CCONJ
spir-13100	107	17	e.	e.	PROPN
spir-13100	107	18	piras	piras	PROPN
spir-13100	107	19	,	,	PUNCT
spir-13100	107	20	‘	'	PUNCT
spir-13100	107	21	creating	create	VERB
spir-13100	107	22	a	a	DET
spir-13100	107	23	whatsapp	whatsapp	NOUN
spir-13100	107	24	dataset	dataset	VERB
spir-13100	107	25	to	to	PART
spir-13100	107	26	study	study	VERB
spir-13100	107	27	pre	pre	ADJ
spir-13100	107	28	-	-	ADJ
spir-13100	107	29	teen	teen	ADJ
spir-13100	107	30	cyberbullying	cyberbullying	NOUN
spir-13100	107	31	’	'	PUNCT
spir-13100	107	32	,	,	PUNCT
spir-13100	107	33	in	in	ADP
spir-13100	107	34	proceedings	proceeding	NOUN
spir-13100	107	35	of	of	ADP
spir-13100	107	36	the	the	DET
spir-13100	107	37	2nd	2nd	ADJ
spir-13100	107	38	workshop	workshop	NOUN
spir-13100	107	39	on	on	ADP
spir-13100	107	40	abusive	abusive	ADJ
spir-13100	107	41	language	language	NOUN
spir-13100	107	42	online	online	NOUN
spir-13100	107	43	(	(	PUNCT
spir-13100	107	44	alw2	alw2	PROPN
spir-13100	107	45	)	)	PUNCT
spir-13100	107	46	,	,	PUNCT
spir-13100	107	47	brussels	brussels	PROPN
spir-13100	107	48	,	,	PUNCT
spir-13100	107	49	belgium	belgium	PROPN
spir-13100	107	50	:	:	PUNCT
spir-13100	107	51	association	association	NOUN
spir-13100	107	52	for	for	ADP
spir-13100	107	53	computational	computational	ADJ
spir-13100	107	54	linguistics	linguistic	NOUN
spir-13100	107	55	,	,	PUNCT
spir-13100	107	56	oct	oct	PROPN
spir-13100	107	57	.	.	PROPN
spir-13100	107	58	2018	2018	NUM
spir-13100	107	59	,	,	PUNCT
spir-13100	107	60	pp	pp	ADJ
spir-13100	107	61	.	.	PUNCT
spir-13100	108	1	51–59	51–59	NUM
spir-13100	108	2	.	.	PUNCT
spir-13100	109	1	doi	doi	NOUN
spir-13100	109	2	:	:	PUNCT
spir-13100	109	3	10.18653	10.18653	NUM
spir-13100	109	4	/	/	SYM
spir-13100	109	5	v1	v1	NOUN
spir-13100	109	6	/	/	SYM
spir-13100	109	7	w18	w18	NOUN
spir-13100	109	8	-	-	PUNCT
spir-13100	109	9	5107	5107	NUM
spir-13100	109	10	.	.	PUNCT