id	sid	tid	token	lemma	pos
spir-13989	1	1	selected	select	VERB
spir-13989	1	2	papers	paper	NOUN
spir-13989	1	3	of	of	ADP
spir-13989	1	4	#	#	SYM
spir-13989	1	5	aoir2024	aoir2024	PROPN
spir-13989	1	6	:	:	PUNCT
spir-13989	1	7	the	the	DET
spir-13989	1	8	25th	25th	ADJ
spir-13989	1	9	annual	annual	ADJ
spir-13989	1	10	conference	conference	NOUN
spir-13989	1	11	of	of	ADP
spir-13989	1	12	the	the	DET
spir-13989	1	13	association	association	NOUN
spir-13989	1	14	of	of	ADP
spir-13989	1	15	internet	internet	NOUN
spir-13989	1	16	researchers	researcher	NOUN
spir-13989	1	17	sheffield	sheffield	PROPN
spir-13989	1	18	,	,	PUNCT
spir-13989	1	19	uk	uk	PROPN
spir-13989	1	20	/	/	SYM
spir-13989	1	21	30	30	NUM
spir-13989	1	22	oct	oct	NOUN
spir-13989	1	23	2	2	NUM
spir-13989	1	24	nov	nov	PROPN
spir-13989	1	25	2024	2024	NUM
spir-13989	1	26	suggested	suggest	VERB
spir-13989	1	27	citation	citation	NOUN
spir-13989	1	28	(	(	PUNCT
spir-13989	1	29	apa	apa	PROPN
spir-13989	1	30	):	):	PUNCT
spir-13989	1	31	lo	lo	PROPN
spir-13989	1	32	,	,	PUNCT
spir-13989	1	33	c	c	PROPN
spir-13989	1	34	and	and	CCONJ
spir-13989	1	35	walton	walton	PROPN
spir-13989	1	36	,	,	PUNCT
spir-13989	1	37	s.	s.	PROPN
spir-13989	1	38	(	(	PUNCT
spir-13989	1	39	2024	2024	NUM
spir-13989	1	40	,	,	PUNCT
spir-13989	1	41	october	october	PROPN
spir-13989	1	42	)	)	PUNCT
spir-13989	1	43	.	.	PUNCT
spir-13989	2	1	automoderator	automoderator	NOUN
spir-13989	2	2	as	as	ADP
spir-13989	2	3	an	an	DET
spir-13989	2	4	example	example	NOUN
spir-13989	2	5	of	of	ADP
spir-13989	2	6	community	community	NOUN
spir-13989	2	7	-	-	PUNCT
spir-13989	2	8	driven	drive	VERB
spir-13989	2	9	development	development	NOUN
spir-13989	2	10	.	.	PUNCT
spir-13989	3	1	paper	paper	NOUN
spir-13989	3	2	(	(	PUNCT
spir-13989	3	3	or	or	CCONJ
spir-13989	3	4	panel	panel	NOUN
spir-13989	3	5	)	)	PUNCT
spir-13989	3	6	presented	present	VERB
spir-13989	3	7	at	at	ADP
spir-13989	3	8	aoir2024	aoir2024	PROPN
spir-13989	3	9	:	:	PUNCT
spir-13989	3	10	the	the	DET
spir-13989	3	11	25th	25th	ADJ
spir-13989	3	12	annual	annual	ADJ
spir-13989	3	13	conference	conference	NOUN
spir-13989	3	14	of	of	ADP
spir-13989	3	15	the	the	DET
spir-13989	3	16	association	association	NOUN
spir-13989	3	17	of	of	ADP
spir-13989	3	18	internet	internet	NOUN
spir-13989	3	19	researchers	researcher	NOUN
spir-13989	3	20	.	.	PUNCT
spir-13989	4	1	sheffield	sheffield	PROPN
spir-13989	4	2	,	,	PUNCT
spir-13989	4	3	uk	uk	PROPN
spir-13989	4	4	:	:	PUNCT
spir-13989	4	5	aoir	aoir	NOUN
spir-13989	4	6	.	.	PUNCT
spir-13989	4	7	retrieved	retrieve	VERB
spir-13989	4	8	from	from	ADP
spir-13989	4	9	http://spir.aoir.org	http://spir.aoir.org	PROPN
spir-13989	4	10	.	.	PUNCT
spir-13989	4	11	automoderator	automoderator	NOUN
spir-13989	4	12	as	as	ADP
spir-13989	4	13	an	an	DET
spir-13989	4	14	example	example	NOUN
spir-13989	4	15	of	of	ADP
spir-13989	4	16	community	community	NOUN
spir-13989	4	17	-	-	PUNCT
spir-13989	4	18	driven	drive	VERB
spir-13989	4	19	development	development	NOUN
spir-13989	4	20	claudia	claudia	PROPN
spir-13989	4	21	lo	lo	PROPN
spir-13989	4	22	wikimedia	wikimedia	PROPN
spir-13989	4	23	foundation	foundation	PROPN
spir-13989	4	24	sam	sam	PROPN
spir-13989	4	25	walton	walton	PROPN
spir-13989	4	26	wikimedia	wikimedia	PROPN
spir-13989	4	27	foundation	foundation	PROPN
spir-13989	4	28	introduction	introduction	NOUN
spir-13989	4	29	rushes	rush	VERB
spir-13989	4	30	to	to	PART
spir-13989	4	31	adopt	adopt	VERB
spir-13989	4	32	the	the	DET
spir-13989	4	33	latest	late	ADJ
spir-13989	4	34	technologies	technology	NOUN
spir-13989	4	35	to	to	ADP
spir-13989	4	36	the	the	DET
spir-13989	4	37	field	field	NOUN
spir-13989	4	38	of	of	ADP
spir-13989	4	39	community	community	NOUN
spir-13989	4	40	moderation	moderation	NOUN
spir-13989	4	41	are	be	AUX
spir-13989	4	42	deeply	deeply	ADV
spir-13989	4	43	lopsided	lopsided	ADJ
spir-13989	4	44	(	(	PUNCT
spir-13989	4	45	franco	franco	PROPN
spir-13989	4	46	et	et	PROPN
spir-13989	4	47	.	.	PUNCT
spir-13989	5	1	al	al	PROPN
spir-13989	5	2	.	.	PROPN
spir-13989	5	3	,	,	PUNCT
spir-13989	5	4	2023	2023	NUM
spir-13989	5	5	;	;	PUNCT
spir-13989	5	6	weng	weng	PROPN
spir-13989	5	7	et	et	PROPN
spir-13989	5	8	.	.	PUNCT
spir-13989	6	1	al	al	PROPN
spir-13989	6	2	.	.	PROPN
spir-13989	6	3	2023	2023	NUM
spir-13989	6	4	)	)	PUNCT
spir-13989	6	5	.	.	PUNCT
spir-13989	7	1	the	the	DET
spir-13989	7	2	closed	close	VERB
spir-13989	7	3	-	-	PUNCT
spir-13989	7	4	door	door	NOUN
spir-13989	7	5	nature	nature	NOUN
spir-13989	7	6	of	of	ADP
spir-13989	7	7	product	product	NOUN
spir-13989	7	8	development	development	NOUN
spir-13989	7	9	at	at	ADP
spir-13989	7	10	the	the	DET
spir-13989	7	11	majority	majority	NOUN
spir-13989	7	12	of	of	ADP
spir-13989	7	13	tech	tech	NOUN
spir-13989	7	14	companies	company	NOUN
spir-13989	7	15	means	mean	VERB
spir-13989	7	16	that	that	SCONJ
spir-13989	7	17	the	the	DET
spir-13989	7	18	logic	logic	NOUN
spir-13989	7	19	underlying	underlie	VERB
spir-13989	7	20	the	the	DET
spir-13989	7	21	creation	creation	NOUN
spir-13989	7	22	of	of	ADP
spir-13989	7	23	new	new	ADJ
spir-13989	7	24	features	feature	NOUN
spir-13989	7	25	is	be	AUX
spir-13989	7	26	generally	generally	ADV
spir-13989	7	27	opaque	opaque	ADJ
spir-13989	7	28	.	.	PUNCT
spir-13989	8	1	many	many	ADJ
spir-13989	8	2	alternative	alternative	ADJ
spir-13989	8	3	approaches	approach	NOUN
spir-13989	8	4	to	to	ADP
spir-13989	8	5	design	design	NOUN
spir-13989	8	6	have	have	AUX
spir-13989	8	7	been	be	AUX
spir-13989	8	8	articulated	articulate	VERB
spir-13989	8	9	that	that	PRON
spir-13989	8	10	take	take	VERB
spir-13989	8	11	a	a	DET
spir-13989	8	12	more	more	ADV
spir-13989	8	13	collaborative	collaborative	ADJ
spir-13989	8	14	approach	approach	NOUN
spir-13989	8	15	,	,	PUNCT
spir-13989	8	16	including	include	VERB
spir-13989	8	17	design	design	NOUN
spir-13989	8	18	justice	justice	NOUN
spir-13989	8	19	(	(	PUNCT
spir-13989	8	20	costanza	costanza	PROPN
spir-13989	8	21	-	-	ADJ
spir-13989	8	22	chock	chock	ADJ
spir-13989	8	23	,	,	PUNCT
spir-13989	8	24	2020	2020	NUM
spir-13989	8	25	)	)	PUNCT
spir-13989	8	26	,	,	PUNCT
spir-13989	8	27	participatory	participatory	NOUN
spir-13989	8	28	design	design	NOUN
spir-13989	8	29	(	(	PUNCT
spir-13989	8	30	kensing	kensing	NOUN
spir-13989	8	31	and	and	CCONJ
spir-13989	8	32	blomberg	blomberg	NOUN
spir-13989	8	33	,	,	PUNCT
spir-13989	8	34	1998	1998	NUM
spir-13989	8	35	;	;	PUNCT
spir-13989	8	36	callon	callon	NOUN
spir-13989	8	37	,	,	PUNCT
spir-13989	8	38	2004	2004	NUM
spir-13989	8	39	)	)	PUNCT
spir-13989	8	40	,	,	PUNCT
spir-13989	8	41	and	and	CCONJ
spir-13989	8	42	social	social	ADJ
spir-13989	8	43	design	design	NOUN
spir-13989	8	44	(	(	PUNCT
spir-13989	8	45	disalvo	disalvo	X
spir-13989	8	46	et	et	PROPN
spir-13989	8	47	al	al	PROPN
spir-13989	8	48	,	,	PUNCT
spir-13989	8	49	2011	2011	NUM
spir-13989	8	50	)	)	PUNCT
spir-13989	8	51	.	.	PUNCT
spir-13989	9	1	we	we	PRON
spir-13989	9	2	present	present	VERB
spir-13989	9	3	the	the	DET
spir-13989	9	4	development	development	NOUN
spir-13989	9	5	and	and	CCONJ
spir-13989	9	6	deployment	deployment	NOUN
spir-13989	9	7	of	of	ADP
spir-13989	9	8	the	the	DET
spir-13989	9	9	wikimedia	wikimedia	PROPN
spir-13989	9	10	foundation	foundation	PROPN
spir-13989	9	11	’s	’s	PART
spir-13989	9	12	automoderator1	automoderator1	PROPN
spir-13989	9	13	,	,	PUNCT
spir-13989	9	14	an	an	DET
spir-13989	9	15	automated	automate	VERB
spir-13989	9	16	anti	anti	ADJ
spir-13989	9	17	-	-	ADJ
spir-13989	9	18	vandalism	vandalism	ADJ
spir-13989	9	19	tool	tool	NOUN
spir-13989	9	20	,	,	PUNCT
spir-13989	9	21	as	as	ADP
spir-13989	9	22	an	an	DET
spir-13989	9	23	example	example	NOUN
spir-13989	9	24	of	of	ADP
spir-13989	9	25	a	a	DET
spir-13989	9	26	product	product	NOUN
spir-13989	9	27	developed	develop	VERB
spir-13989	9	28	through	through	ADP
spir-13989	9	29	community	community	NOUN
spir-13989	9	30	-	-	PUNCT
spir-13989	9	31	driven	drive	VERB
spir-13989	9	32	design	design	NOUN
spir-13989	9	33	principles	principle	NOUN
spir-13989	9	34	.	.	PUNCT
spir-13989	10	1	product	product	NOUN
spir-13989	10	2	development	development	NOUN
spir-13989	10	3	for	for	ADP
spir-13989	10	4	the	the	DET
spir-13989	10	5	automoderator	automoderator	NOUN
spir-13989	10	6	project	project	NOUN
spir-13989	10	7	included	include	VERB
spir-13989	10	8	a	a	DET
spir-13989	10	9	participatory	participatory	ADJ
spir-13989	10	10	process	process	NOUN
spir-13989	10	11	,	,	PUNCT
spir-13989	10	12	where	where	SCONJ
spir-13989	10	13	the	the	DET
spir-13989	10	14	product	product	NOUN
spir-13989	10	15	team	team	NOUN
spir-13989	10	16	integrated	integrate	VERB
spir-13989	10	17	volunteer	volunteer	NOUN
spir-13989	10	18	feedback	feedback	NOUN
spir-13989	10	19	and	and	CCONJ
spir-13989	10	20	direction	direction	NOUN
spir-13989	10	21	on	on	ADP
spir-13989	10	22	a	a	DET
spir-13989	10	23	continuous	continuous	ADJ
spir-13989	10	24	basis	basis	NOUN
spir-13989	10	25	,	,	PUNCT
spir-13989	10	26	rather	rather	ADV
spir-13989	10	27	than	than	ADP
spir-13989	10	28	writing	write	VERB
spir-13989	10	29	software	software	NOUN
spir-13989	10	30	in	in	ADP
spir-13989	10	31	isolation	isolation	NOUN
spir-13989	10	32	and	and	CCONJ
spir-13989	10	33	deploying	deploy	VERB
spir-13989	10	34	rapidly	rapidly	ADV
spir-13989	10	35	.	.	PUNCT
spir-13989	11	1	while	while	SCONJ
spir-13989	11	2	it	it	PRON
spir-13989	11	3	is	be	AUX
spir-13989	11	4	helpful	helpful	ADJ
spir-13989	11	5	to	to	PART
spir-13989	11	6	analyze	analyze	VERB
spir-13989	11	7	and	and	CCONJ
spir-13989	11	8	critique	critique	VERB
spir-13989	11	9	the	the	DET
spir-13989	11	10	design	design	NOUN
spir-13989	11	11	approach	approach	NOUN
spir-13989	11	12	laid	lay	VERB
spir-13989	11	13	out	out	ADP
spir-13989	11	14	here	here	ADV
spir-13989	11	15	,	,	PUNCT
spir-13989	11	16	we	we	PRON
spir-13989	11	17	should	should	AUX
spir-13989	11	18	recognize	recognize	VERB
spir-13989	11	19	that	that	SCONJ
spir-13989	11	20	these	these	DET
spir-13989	11	21	practices	practice	NOUN
spir-13989	11	22	do	do	AUX
spir-13989	11	23	not	not	PART
spir-13989	11	24	explicitly	explicitly	ADV
spir-13989	11	25	follow	follow	VERB
spir-13989	11	26	any	any	PRON
spir-13989	11	27	of	of	ADP
spir-13989	11	28	the	the	DET
spir-13989	11	29	collaborative	collaborative	ADJ
spir-13989	11	30	frameworks	framework	NOUN
spir-13989	11	31	above	above	ADV
spir-13989	11	32	,	,	PUNCT
spir-13989	11	33	and	and	CCONJ
spir-13989	11	34	also	also	ADV
spir-13989	11	35	do	do	AUX
spir-13989	11	36	not	not	PART
spir-13989	11	37	necessarily	necessarily	ADV
spir-13989	11	38	represent	represent	VERB
spir-13989	11	39	the	the	DET
spir-13989	11	40	practices	practice	NOUN
spir-13989	11	41	of	of	ADP
spir-13989	11	42	every	every	DET
spir-13989	11	43	wikimedia	wikimedia	NOUN
spir-13989	11	44	foundation	foundation	NOUN
spir-13989	11	45	product	product	NOUN
spir-13989	11	46	team	team	NOUN
spir-13989	11	47	.	.	PUNCT
spir-13989	12	1	content	content	NOUN
spir-13989	12	2	moderation	moderation	NOUN
spir-13989	12	3	on	on	ADP
spir-13989	12	4	wikipedia	wikipedia	PROPN
spir-13989	12	5	on	on	ADP
spir-13989	12	6	average	average	ADJ
spir-13989	12	7	wikipedia	wikipedia	PROPN
spir-13989	12	8	receives	receive	VERB
spir-13989	12	9	4	4	NUM
spir-13989	12	10	edits	edit	NOUN
spir-13989	12	11	every	every	DET
spir-13989	12	12	second	second	NOUN
spir-13989	12	13	across	across	ADP
spir-13989	12	14	more	more	ADJ
spir-13989	12	15	than	than	ADP
spir-13989	12	16	300	300	NUM
spir-13989	12	17	languages	language	NOUN
spir-13989	12	18	(	(	PUNCT
spir-13989	12	19	wikistats	wikistat	NOUN
spir-13989	12	20	,	,	PUNCT
spir-13989	12	21	n.d	n.d	PROPN
spir-13989	12	22	.	.	PROPN
spir-13989	12	23	)	)	PUNCT
spir-13989	12	24	.	.	PUNCT
spir-13989	13	1	while	while	SCONJ
spir-13989	13	2	the	the	DET
spir-13989	13	3	wikipedia	wikipedia	PROPN
spir-13989	13	4	community	community	PROPN
spir-13989	13	5	and	and	CCONJ
spir-13989	13	6	wikimedia	wikimedia	PROPN
spir-13989	13	7	foundation	foundation	PROPN
spir-13989	13	8	has	have	AUX
spir-13989	13	9	invested	invest	VERB
spir-13989	13	10	in	in	ADP
spir-13989	13	11	automating	automate	VERB
spir-13989	13	12	the	the	DET
spir-13989	13	13	process	process	NOUN
spir-13989	13	14	of	of	ADP
spir-13989	13	15	patrolling	patrol	VERB
spir-13989	13	16	recent	recent	ADJ
spir-13989	13	17	edits	edit	NOUN
spir-13989	13	18	to	to	ADP
spir-13989	13	19	wikipedia	wikipedia	PROPN
spir-13989	13	20	articles	articles	PROPN
spir-13989	13	21	,	,	PUNCT
spir-13989	13	22	the	the	DET
spir-13989	13	23	1	1	NUM
spir-13989	13	24	https://www.mediawiki.org/wiki/moderator_tools/automoderator	https://www.mediawiki.org/wiki/moderator_tools/automoderator	NOUN
spir-13989	13	25	https://www.mediawiki.org/wiki/moderator_tools/automoderator	https://www.mediawiki.org/wiki/moderator_tools/automoderator	NOUN
spir-13989	13	26	task	task	NOUN
spir-13989	13	27	remains	remain	VERB
spir-13989	13	28	time	time	NOUN
spir-13989	13	29	consuming	consume	VERB
spir-13989	13	30	.	.	PUNCT
spir-13989	14	1	there	there	PRON
spir-13989	14	2	is	be	VERB
spir-13989	14	3	a	a	DET
spir-13989	14	4	constant	constant	ADJ
spir-13989	14	5	stream	stream	NOUN
spir-13989	14	6	of	of	ADP
spir-13989	14	7	changes	change	NOUN
spir-13989	14	8	from	from	ADP
spir-13989	14	9	contributors	contributor	NOUN
spir-13989	14	10	ranging	range	VERB
spir-13989	14	11	from	from	ADP
spir-13989	14	12	small	small	ADJ
spir-13989	14	13	single	single	ADJ
spir-13989	14	14	-	-	PUNCT
spir-13989	14	15	word	word	NOUN
spir-13989	14	16	edits	edit	NOUN
spir-13989	14	17	,	,	PUNCT
spir-13989	14	18	to	to	PART
spir-13989	14	19	entire	entire	VERB
spir-13989	14	20	new	new	ADJ
spir-13989	14	21	articles	article	NOUN
spir-13989	14	22	.	.	PUNCT
spir-13989	15	1	while	while	SCONJ
spir-13989	15	2	some	some	DET
spir-13989	15	3	edits	edit	NOUN
spir-13989	15	4	may	may	AUX
spir-13989	15	5	require	require	VERB
spir-13989	15	6	careful	careful	ADJ
spir-13989	15	7	human	human	ADJ
spir-13989	15	8	review	review	NOUN
spir-13989	15	9	,	,	PUNCT
spir-13989	15	10	some	some	DET
spir-13989	15	11	low	low	ADJ
spir-13989	15	12	quality	quality	NOUN
spir-13989	15	13	edits	edit	NOUN
spir-13989	15	14	are	be	AUX
spir-13989	15	15	obvious	obvious	ADJ
spir-13989	15	16	vandalism	vandalism	NOUN
spir-13989	15	17	,	,	PUNCT
spir-13989	15	18	and	and	CCONJ
spir-13989	15	19	can	can	AUX
spir-13989	15	20	be	be	AUX
spir-13989	15	21	reverted	revert	VERB
spir-13989	15	22	immediately	immediately	ADV
spir-13989	15	23	.	.	PUNCT
spir-13989	16	1	such	such	ADJ
spir-13989	16	2	edits	edit	NOUN
spir-13989	16	3	may	may	AUX
spir-13989	16	4	not	not	PART
spir-13989	16	5	individually	individually	ADV
spir-13989	16	6	take	take	VERB
spir-13989	16	7	up	up	ADP
spir-13989	16	8	much	much	ADJ
spir-13989	16	9	volunteer	volunteer	NOUN
spir-13989	16	10	time	time	NOUN
spir-13989	16	11	,	,	PUNCT
spir-13989	16	12	but	but	CCONJ
spir-13989	16	13	in	in	ADP
spir-13989	16	14	aggregate	aggregate	ADJ
spir-13989	16	15	editors	editor	NOUN
spir-13989	16	16	can	can	AUX
spir-13989	16	17	spend	spend	VERB
spir-13989	16	18	a	a	DET
spir-13989	16	19	lot	lot	NOUN
spir-13989	16	20	of	of	ADP
spir-13989	16	21	time	time	NOUN
spir-13989	16	22	dealing	deal	VERB
spir-13989	16	23	with	with	ADP
spir-13989	16	24	routine	routine	ADJ
spir-13989	16	25	edit	edit	NOUN
spir-13989	16	26	reverts	revert	VERB
spir-13989	16	27	.	.	PUNCT
spir-13989	17	1	since	since	SCONJ
spir-13989	17	2	the	the	DET
spir-13989	17	3	early	early	ADJ
spir-13989	17	4	days	day	NOUN
spir-13989	17	5	of	of	ADP
spir-13989	17	6	wikipedia	wikipedia	PROPN
spir-13989	17	7	in	in	ADP
spir-13989	17	8	2001	2001	NUM
spir-13989	17	9	,	,	PUNCT
spir-13989	17	10	volunteers	volunteer	NOUN
spir-13989	17	11	have	have	AUX
spir-13989	17	12	created	create	VERB
spir-13989	17	13	automated	automate	VERB
spir-13989	17	14	tools	tool	NOUN
spir-13989	17	15	to	to	PART
spir-13989	17	16	more	more	ADV
spir-13989	17	17	easily	easily	ADV
spir-13989	17	18	identify	identify	VERB
spir-13989	17	19	and	and	CCONJ
spir-13989	17	20	automate	automate	ADJ
spir-13989	17	21	parts	part	NOUN
spir-13989	17	22	of	of	ADP
spir-13989	17	23	this	this	DET
spir-13989	17	24	workload	workload	NOUN
spir-13989	17	25	.	.	PUNCT
spir-13989	18	1	in	in	ADP
spir-13989	18	2	specific	specific	ADJ
spir-13989	18	3	,	,	PUNCT
spir-13989	18	4	volunteer	volunteer	NOUN
spir-13989	18	5	-	-	PUNCT
spir-13989	18	6	created	create	VERB
spir-13989	18	7	anti	anti	ADJ
spir-13989	18	8	-	-	ADJ
spir-13989	18	9	vandalism	vandalism	ADJ
spir-13989	18	10	bots	bot	NOUN
spir-13989	18	11	were	be	AUX
spir-13989	18	12	a	a	DET
spir-13989	18	13	major	major	ADJ
spir-13989	18	14	inspiration	inspiration	NOUN
spir-13989	18	15	for	for	ADP
spir-13989	18	16	the	the	DET
spir-13989	18	17	automoderator	automoderator	NOUN
spir-13989	18	18	project	project	NOUN
spir-13989	18	19	.	.	PUNCT
spir-13989	19	1	such	such	ADJ
spir-13989	19	2	bots	bot	NOUN
spir-13989	19	3	are	be	AUX
spir-13989	19	4	important	important	ADJ
spir-13989	19	5	to	to	ADP
spir-13989	19	6	these	these	DET
spir-13989	19	7	communities	community	NOUN
spir-13989	19	8	in	in	ADP
spir-13989	19	9	their	their	PRON
spir-13989	19	10	efforts	effort	NOUN
spir-13989	19	11	to	to	PART
spir-13989	19	12	combat	combat	VERB
spir-13989	19	13	vandalism	vandalism	NOUN
spir-13989	19	14	on	on	ADP
spir-13989	19	15	their	their	PRON
spir-13989	19	16	projects	project	NOUN
spir-13989	19	17	(	(	PUNCT
spir-13989	19	18	geiger	geiger	NOUN
spir-13989	19	19	and	and	CCONJ
spir-13989	19	20	halfaker	halfaker	PROPN
spir-13989	19	21	,	,	PUNCT
spir-13989	19	22	2013	2013	NUM
spir-13989	19	23	)	)	PUNCT
spir-13989	19	24	.	.	PUNCT
spir-13989	20	1	however	however	ADV
spir-13989	20	2	,	,	PUNCT
spir-13989	20	3	they	they	PRON
spir-13989	20	4	are	be	AUX
spir-13989	20	5	only	only	ADV
spir-13989	20	6	available	available	ADJ
spir-13989	20	7	on	on	ADP
spir-13989	20	8	a	a	DET
spir-13989	20	9	very	very	ADV
spir-13989	20	10	small	small	ADJ
spir-13989	20	11	minority	minority	NOUN
spir-13989	20	12	of	of	ADP
spir-13989	20	13	wikipedias	wikipedia	NOUN
spir-13989	20	14	,	,	PUNCT
spir-13989	20	15	and	and	CCONJ
spir-13989	20	16	each	each	PRON
spir-13989	20	17	requires	require	VERB
spir-13989	20	18	a	a	DET
spir-13989	20	19	technically	technically	ADV
spir-13989	20	20	proficient	proficient	ADJ
spir-13989	20	21	volunteer	volunteer	NOUN
spir-13989	20	22	to	to	PART
spir-13989	20	23	create	create	VERB
spir-13989	20	24	,	,	PUNCT
spir-13989	20	25	configure	configure	NOUN
spir-13989	20	26	,	,	PUNCT
spir-13989	20	27	and	and	CCONJ
spir-13989	20	28	maintain	maintain	VERB
spir-13989	20	29	it	it	PRON
spir-13989	20	30	.	.	PUNCT
spir-13989	21	1	this	this	DET
spir-13989	21	2	fractured	fractured	ADJ
spir-13989	21	3	ecosystem	ecosystem	NOUN
spir-13989	21	4	puts	put	VERB
spir-13989	21	5	strains	strain	NOUN
spir-13989	21	6	on	on	ADP
spir-13989	21	7	individual	individual	ADJ
spir-13989	21	8	volunteers	volunteer	NOUN
spir-13989	21	9	,	,	PUNCT
spir-13989	21	10	who	who	PRON
spir-13989	21	11	are	be	AUX
spir-13989	21	12	duplicating	duplicate	VERB
spir-13989	21	13	each	each	DET
spir-13989	21	14	other	other	ADJ
spir-13989	21	15	’s	’s	PART
spir-13989	21	16	work	work	NOUN
spir-13989	21	17	,	,	PUNCT
spir-13989	21	18	and	and	CCONJ
spir-13989	21	19	become	become	VERB
spir-13989	21	20	single	single	ADJ
spir-13989	21	21	points	point	NOUN
spir-13989	21	22	of	of	ADP
spir-13989	21	23	failure	failure	NOUN
spir-13989	21	24	for	for	ADP
spir-13989	21	25	systems	system	NOUN
spir-13989	21	26	which	which	PRON
spir-13989	21	27	the	the	DET
spir-13989	21	28	wider	wide	ADJ
spir-13989	21	29	community	community	NOUN
spir-13989	21	30	considers	consider	VERB
spir-13989	21	31	vital	vital	ADJ
spir-13989	21	32	.	.	PUNCT
spir-13989	22	1	beyond	beyond	ADP
spir-13989	22	2	demonstrating	demonstrate	VERB
spir-13989	22	3	a	a	DET
spir-13989	22	4	desire	desire	NOUN
spir-13989	22	5	for	for	ADP
spir-13989	22	6	automated	automate	VERB
spir-13989	22	7	anti	anti	ADJ
spir-13989	22	8	-	-	NOUN
spir-13989	22	9	vandalism	vandalism	NOUN
spir-13989	22	10	in	in	ADP
spir-13989	22	11	general	general	ADJ
spir-13989	22	12	,	,	PUNCT
spir-13989	22	13	these	these	DET
spir-13989	22	14	community	community	NOUN
spir-13989	22	15	-	-	PUNCT
spir-13989	22	16	created	create	VERB
spir-13989	22	17	bots	bot	NOUN
spir-13989	22	18	gave	give	VERB
spir-13989	22	19	clear	clear	ADJ
spir-13989	22	20	directions	direction	NOUN
spir-13989	22	21	for	for	ADP
spir-13989	22	22	automoderator	automoderator	NOUN
spir-13989	22	23	’s	’s	PART
spir-13989	22	24	development	development	NOUN
spir-13989	22	25	based	base	VERB
spir-13989	22	26	on	on	ADP
spir-13989	22	27	their	their	PRON
spir-13989	22	28	successes	success	NOUN
spir-13989	22	29	and	and	CCONJ
spir-13989	22	30	failures	failure	NOUN
spir-13989	22	31	.	.	PUNCT
spir-13989	23	1	these	these	DET
spir-13989	23	2	existing	exist	VERB
spir-13989	23	3	tools	tool	NOUN
spir-13989	23	4	steered	steered	ADJ
spir-13989	23	5	automoderator	automoderator	NOUN
spir-13989	23	6	’s	’s	PART
spir-13989	23	7	development	development	NOUN
spir-13989	23	8	towards	towards	ADP
spir-13989	23	9	the	the	DET
spir-13989	23	10	values	value	NOUN
spir-13989	23	11	of	of	ADP
spir-13989	23	12	accuracy	accuracy	NOUN
spir-13989	23	13	,	,	PUNCT
spir-13989	23	14	transparency	transparency	NOUN
spir-13989	23	15	,	,	PUNCT
spir-13989	23	16	and	and	CCONJ
spir-13989	23	17	human	human	ADJ
spir-13989	23	18	control	control	NOUN
spir-13989	23	19	over	over	ADP
spir-13989	23	20	all	all	DET
spir-13989	23	21	its	its	PRON
spir-13989	23	22	actions	action	NOUN
spir-13989	23	23	.	.	PUNCT
spir-13989	24	1	developing	develop	VERB
spir-13989	24	2	and	and	CCONJ
spir-13989	24	3	deploying	deploy	VERB
spir-13989	24	4	automoderator	automoderator	NOUN
spir-13989	24	5	before	before	SCONJ
spir-13989	24	6	any	any	DET
spir-13989	24	7	code	code	NOUN
spir-13989	24	8	was	be	AUX
spir-13989	24	9	written	write	VERB
spir-13989	24	10	for	for	ADP
spir-13989	24	11	the	the	DET
spir-13989	24	12	automoderator	automoderator	NOUN
spir-13989	24	13	software	software	NOUN
spir-13989	24	14	,	,	PUNCT
spir-13989	24	15	the	the	DET
spir-13989	24	16	moderator	moderator	NOUN
spir-13989	24	17	tools	tool	NOUN
spir-13989	24	18	product	product	NOUN
spir-13989	24	19	team	team	NOUN
spir-13989	24	20	engaged	engage	VERB
spir-13989	24	21	with	with	ADP
spir-13989	24	22	a	a	DET
spir-13989	24	23	wide	wide	ADJ
spir-13989	24	24	range	range	NOUN
spir-13989	24	25	of	of	ADP
spir-13989	24	26	volunteer	volunteer	NOUN
spir-13989	24	27	contributors	contributor	NOUN
spir-13989	24	28	to	to	PART
spir-13989	24	29	understand	understand	VERB
spir-13989	24	30	what	what	PRON
spir-13989	24	31	features	feature	VERB
spir-13989	24	32	it	it	PRON
spir-13989	24	33	should	should	AUX
spir-13989	24	34	have	have	VERB
spir-13989	24	35	,	,	PUNCT
spir-13989	24	36	how	how	SCONJ
spir-13989	24	37	trustworthy	trustworthy	ADJ
spir-13989	24	38	it	it	PRON
spir-13989	24	39	needed	need	VERB
spir-13989	24	40	to	to	PART
spir-13989	24	41	be	be	AUX
spir-13989	24	42	,	,	PUNCT
spir-13989	24	43	which	which	DET
spir-13989	24	44	language	language	NOUN
spir-13989	24	45	communities	community	NOUN
spir-13989	24	46	might	might	AUX
spir-13989	24	47	be	be	AUX
spir-13989	24	48	interested	interested	ADJ
spir-13989	24	49	in	in	ADP
spir-13989	24	50	trialing	triale	VERB
spir-13989	24	51	it	it	PRON
spir-13989	24	52	,	,	PUNCT
spir-13989	24	53	and	and	CCONJ
spir-13989	24	54	what	what	DET
spir-13989	24	55	configuration	configuration	NOUN
spir-13989	24	56	options	option	NOUN
spir-13989	24	57	it	it	PRON
spir-13989	24	58	ought	ought	AUX
spir-13989	24	59	to	to	PART
spir-13989	24	60	have	have	VERB
spir-13989	24	61	.	.	PUNCT
spir-13989	25	1	the	the	DET
spir-13989	25	2	team	team	NOUN
spir-13989	25	3	specifically	specifically	ADV
spir-13989	25	4	contacted	contact	VERB
spir-13989	25	5	the	the	DET
spir-13989	25	6	authors	author	NOUN
spir-13989	25	7	of	of	ADP
spir-13989	25	8	older	old	ADJ
spir-13989	25	9	anti	anti	ADJ
spir-13989	25	10	-	-	ADJ
spir-13989	25	11	vandalism	vandalism	ADJ
spir-13989	25	12	bots	bot	NOUN
spir-13989	25	13	,	,	PUNCT
spir-13989	25	14	to	to	PART
spir-13989	25	15	learn	learn	VERB
spir-13989	25	16	about	about	ADP
spir-13989	25	17	the	the	DET
spir-13989	25	18	solutions	solution	NOUN
spir-13989	25	19	they	they	PRON
spir-13989	25	20	had	have	AUX
spir-13989	25	21	built	build	VERB
spir-13989	25	22	,	,	PUNCT
spir-13989	25	23	and	and	CCONJ
spir-13989	25	24	how	how	SCONJ
spir-13989	25	25	automoderator	automoderator	NOUN
spir-13989	25	26	might	might	AUX
spir-13989	25	27	be	be	AUX
spir-13989	25	28	able	able	ADJ
spir-13989	25	29	to	to	PART
spir-13989	25	30	build	build	VERB
spir-13989	25	31	on	on	ADP
spir-13989	25	32	their	their	PRON
spir-13989	25	33	learnings	learning	NOUN
spir-13989	25	34	.	.	PUNCT
spir-13989	26	1	at	at	ADP
spir-13989	26	2	the	the	DET
spir-13989	26	3	same	same	ADJ
spir-13989	26	4	time	time	NOUN
spir-13989	26	5	,	,	PUNCT
spir-13989	26	6	the	the	DET
spir-13989	26	7	goals	goal	NOUN
spir-13989	26	8	and	and	CCONJ
spir-13989	26	9	key	key	ADJ
spir-13989	26	10	metrics	metric	NOUN
spir-13989	26	11	for	for	ADP
spir-13989	26	12	the	the	DET
spir-13989	26	13	project	project	NOUN
spir-13989	26	14	were	be	AUX
spir-13989	26	15	shared	share	VERB
spir-13989	26	16	publicly	publicly	ADV
spir-13989	26	17	and	and	CCONJ
spir-13989	26	18	comments	comment	NOUN
spir-13989	26	19	and	and	CCONJ
spir-13989	26	20	feedback	feedback	NOUN
spir-13989	26	21	were	be	AUX
spir-13989	26	22	invited2	invited2	NOUN
spir-13989	26	23	and	and	CCONJ
spir-13989	26	24	integrated	integrate	VERB
spir-13989	26	25	from	from	ADP
spir-13989	26	26	a	a	DET
spir-13989	26	27	wide	wide	ADJ
spir-13989	26	28	range	range	NOUN
spir-13989	26	29	of	of	ADP
spir-13989	26	30	volunteers	volunteer	NOUN
spir-13989	26	31	.	.	PUNCT
spir-13989	27	1	a	a	DET
spir-13989	27	2	public	public	ADJ
spir-13989	27	3	page	page	NOUN
spir-13989	27	4	was	be	AUX
spir-13989	27	5	created	create	VERB
spir-13989	27	6	as	as	ADV
spir-13989	27	7	soon	soon	ADV
spir-13989	27	8	as	as	SCONJ
spir-13989	27	9	the	the	DET
spir-13989	27	10	project	project	NOUN
spir-13989	27	11	was	be	AUX
spir-13989	27	12	first	first	ADJ
spir-13989	27	13	scoped3	scoped3	NOUN
spir-13989	27	14	,	,	PUNCT
spir-13989	27	15	which	which	PRON
spir-13989	27	16	was	be	AUX
spir-13989	27	17	kept	keep	VERB
spir-13989	27	18	up	up	ADP
spir-13989	27	19	to	to	ADP
spir-13989	27	20	date	date	NOUN
spir-13989	27	21	with	with	ADP
spir-13989	27	22	progress	progress	NOUN
spir-13989	27	23	updates	update	NOUN
spir-13989	27	24	and	and	CCONJ
spir-13989	27	25	opportunities	opportunity	NOUN
spir-13989	27	26	for	for	ADP
spir-13989	27	27	feedback	feedback	NOUN
spir-13989	27	28	throughout	throughout	ADP
spir-13989	27	29	.	.	PUNCT
spir-13989	28	1	during	during	ADP
spir-13989	28	2	its	its	PRON
spir-13989	28	3	development	development	NOUN
spir-13989	28	4	,	,	PUNCT
spir-13989	28	5	the	the	DET
spir-13989	28	6	automoderator	automoderator	NOUN
spir-13989	28	7	team	team	NOUN
spir-13989	28	8	developed	develop	VERB
spir-13989	28	9	a	a	DET
spir-13989	28	10	testing	testing	NOUN
spir-13989	28	11	tool	tool	NOUN
spir-13989	28	12	in	in	ADP
spir-13989	28	13	the	the	DET
spir-13989	28	14	form	form	NOUN
spir-13989	28	15	of	of	ADP
spir-13989	28	16	a	a	DET
spir-13989	28	17	spreadsheet	spreadsheet	NOUN
spir-13989	28	18	,	,	PUNCT
spir-13989	28	19	allowing	allow	VERB
spir-13989	28	20	any	any	DET
spir-13989	28	21	user	user	NOUN
spir-13989	28	22	from	from	ADP
spir-13989	28	23	any	any	DET
spir-13989	28	24	community	community	NOUN
spir-13989	28	25	to	to	PART
spir-13989	28	26	compare	compare	VERB
spir-13989	28	27	how	how	SCONJ
spir-13989	28	28	their	their	PRON
spir-13989	28	29	personal	personal	ADJ
spir-13989	28	30	judgements	judgement	NOUN
spir-13989	28	31	would	would	AUX
spir-13989	28	32	compare	compare	VERB
spir-13989	28	33	against	against	ADP
spir-13989	28	34	automoderator	automoderator	NOUN
spir-13989	28	35	’s	’s	PART
spir-13989	28	36	judgements	judgement	NOUN
spir-13989	28	37	.	.	PUNCT
spir-13989	29	1	this	this	PRON
spir-13989	29	2	allowed	allow	VERB
spir-13989	29	3	community	community	NOUN
spir-13989	29	4	members	member	NOUN
spir-13989	29	5	to	to	PART
spir-13989	29	6	assess	assess	VERB
spir-13989	29	7	the	the	DET
spir-13989	29	8	tool	tool	NOUN
spir-13989	29	9	’s	’s	PART
spir-13989	29	10	efficacy	efficacy	NOUN
spir-13989	29	11	before	before	ADP
spir-13989	29	12	full	full	ADJ
spir-13989	29	13	deployment	deployment	NOUN
spir-13989	29	14	.	.	PUNCT
spir-13989	30	1	it	it	PRON
spir-13989	30	2	also	also	ADV
spir-13989	30	3	allowed	allow	VERB
spir-13989	30	4	them	they	PRON
spir-13989	30	5	to	to	PART
spir-13989	30	6	see	see	VERB
spir-13989	30	7	how	how	SCONJ
spir-13989	30	8	automoderator	automoderator	NOUN
spir-13989	30	9	might	might	AUX
spir-13989	30	10	impact	impact	VERB
spir-13989	30	11	their	their	PRON
spir-13989	30	12	wikis	wiki	NOUN
spir-13989	30	13	,	,	PUNCT
spir-13989	30	14	without	without	ADP
spir-13989	30	15	needing	need	VERB
spir-13989	30	16	to	to	PART
spir-13989	30	17	wait	wait	VERB
spir-13989	30	18	for	for	ADP
spir-13989	30	19	the	the	DET
spir-13989	30	20	fully	fully	ADV
spir-13989	30	21	finished	finish	VERB
spir-13989	30	22	tool	tool	NOUN
spir-13989	30	23	.	.	PUNCT
spir-13989	31	1	these	these	DET
spir-13989	31	2	tests	test	NOUN
spir-13989	31	3	also	also	ADV
spir-13989	31	4	allowed	allow	VERB
spir-13989	31	5	the	the	DET
spir-13989	31	6	development	development	NOUN
spir-13989	31	7	team	team	NOUN
spir-13989	31	8	to	to	PART
spir-13989	31	9	gauge	gauge	VERB
spir-13989	31	10	whether	whether	SCONJ
spir-13989	31	11	volunteers	volunteer	NOUN
spir-13989	31	12	considered	consider	VERB
spir-13989	31	13	the	the	DET
spir-13989	31	14	prototype	prototype	NOUN
spir-13989	31	15	to	to	PART
spir-13989	31	16	be	be	AUX
spir-13989	31	17	reliable	reliable	ADJ
spir-13989	31	18	enough	enough	ADV
spir-13989	31	19	for	for	ADP
spir-13989	31	20	deployment	deployment	NOUN
spir-13989	31	21	.	.	PUNCT
spir-13989	32	1	2	2	NUM
spir-13989	32	2	visible	visible	ADJ
spir-13989	32	3	on	on	ADP
spir-13989	32	4	the	the	DET
spir-13989	32	5	public	public	ADJ
spir-13989	32	6	discussion	discussion	NOUN
spir-13989	32	7	page	page	NOUN
spir-13989	32	8	https://www.mediawiki.org/wiki/talk:moderator_tools/automoderator	https://www.mediawiki.org/wiki/talk:moderator_tools/automoderator	NOUN
spir-13989	32	9	3	3	NUM
spir-13989	32	10	https://www.mediawiki.org/w/index.php?title=moderator_tools/automoderator&oldid=5950762	https://www.mediawiki.org/w/index.php?title=moderator_tools/automoderator&oldid=5950762	PROPN
spir-13989	32	11	https://www.mediawiki.org/wiki/talk:moderator_tools/automoderator	https://www.mediawiki.org/wiki/talk:moderator_tools/automoderator	NOUN
spir-13989	32	12	https://www.mediawiki.org/w/index.php?title=moderator_tools/automoderator&oldid=5950762	https://www.mediawiki.org/w/index.php?title=moderator_tools/automoderator&oldid=5950762	VERB
spir-13989	33	1	the	the	DET
spir-13989	33	2	team	team	NOUN
spir-13989	33	3	also	also	ADV
spir-13989	33	4	integrated	integrate	VERB
spir-13989	33	5	functionality	functionality	NOUN
spir-13989	33	6	from	from	ADP
spir-13989	33	7	the	the	DET
spir-13989	33	8	community	community	NOUN
spir-13989	33	9	configuration	configuration	NOUN
spir-13989	33	10	extension4	extension4	NOUN
spir-13989	33	11	,	,	PUNCT
spir-13989	33	12	an	an	DET
spir-13989	33	13	extension	extension	NOUN
spir-13989	33	14	that	that	PRON
spir-13989	33	15	allows	allow	VERB
spir-13989	33	16	wikimedia	wikimedia	NOUN
spir-13989	33	17	communities	community	NOUN
spir-13989	33	18	to	to	PART
spir-13989	33	19	customize	customize	VERB
spir-13989	33	20	mediawiki	mediawiki	PROPN
spir-13989	33	21	features	feature	NOUN
spir-13989	33	22	for	for	ADP
spir-13989	33	23	their	their	PRON
spir-13989	33	24	specific	specific	ADJ
spir-13989	33	25	needs	need	NOUN
spir-13989	33	26	,	,	PUNCT
spir-13989	33	27	into	into	ADP
spir-13989	33	28	automoderator	automoderator	NOUN
spir-13989	33	29	.	.	PUNCT
spir-13989	34	1	this	this	DET
spir-13989	34	2	addition	addition	NOUN
spir-13989	34	3	enables	enable	VERB
spir-13989	34	4	wikipedia	wikipedia	PROPN
spir-13989	34	5	administrators	administrator	NOUN
spir-13989	34	6	to	to	PART
spir-13989	34	7	control	control	VERB
spir-13989	34	8	automoderator	automoderator	NOUN
spir-13989	34	9	’s	’s	PART
spir-13989	34	10	behavior	behavior	NOUN
spir-13989	34	11	directly	directly	ADV
spir-13989	34	12	(	(	PUNCT
spir-13989	34	13	walton	walton	PROPN
spir-13989	34	14	,	,	PUNCT
spir-13989	34	15	2023	2023	NUM
spir-13989	34	16	)	)	PUNCT
spir-13989	34	17	.	.	PUNCT
spir-13989	35	1	it	it	PRON
spir-13989	35	2	also	also	ADV
spir-13989	35	3	provides	provide	VERB
spir-13989	35	4	administrators	administrator	NOUN
spir-13989	35	5	with	with	ADP
spir-13989	35	6	immediate	immediate	ADJ
spir-13989	35	7	control	control	NOUN
spir-13989	35	8	over	over	ADP
spir-13989	35	9	whether	whether	SCONJ
spir-13989	35	10	automoderator	automoderator	NOUN
spir-13989	35	11	is	be	AUX
spir-13989	35	12	running	run	VERB
spir-13989	35	13	at	at	ADV
spir-13989	35	14	all	all	ADV
spir-13989	35	15	.	.	PUNCT
spir-13989	36	1	all	all	PRON
spir-13989	36	2	of	of	ADP
spir-13989	36	3	automoderator	automoderator	NOUN
spir-13989	36	4	’s	’s	PART
spir-13989	36	5	user	user	NOUN
spir-13989	36	6	-	-	PUNCT
spir-13989	36	7	facing	face	VERB
spir-13989	36	8	text	text	NOUN
spir-13989	36	9	can	can	AUX
spir-13989	36	10	be	be	AUX
spir-13989	36	11	customized	customize	VERB
spir-13989	36	12	per	per	ADP
spir-13989	36	13	-	-	PUNCT
spir-13989	36	14	wiki	wiki	NOUN
spir-13989	36	15	,	,	PUNCT
spir-13989	36	16	and	and	CCONJ
spir-13989	36	17	editors	editor	NOUN
spir-13989	36	18	have	have	VERB
spir-13989	36	19	access	access	NOUN
spir-13989	36	20	to	to	ADP
spir-13989	36	21	a	a	DET
spir-13989	36	22	monitoring	monitoring	NOUN
spir-13989	36	23	dashboard5	dashboard5	VERB
spir-13989	36	24	to	to	PART
spir-13989	36	25	review	review	VERB
spir-13989	36	26	statistics	statistic	NOUN
spir-13989	36	27	about	about	ADP
spir-13989	36	28	its	its	PRON
spir-13989	36	29	behavior	behavior	NOUN
spir-13989	36	30	,	,	PUNCT
spir-13989	36	31	and	and	CCONJ
spir-13989	36	32	its	its	PRON
spir-13989	36	33	estimated	estimate	VERB
spir-13989	36	34	false	false	ADJ
spir-13989	36	35	positive	positive	ADJ
spir-13989	36	36	rate	rate	NOUN
spir-13989	36	37	(	(	PUNCT
spir-13989	36	38	velaga	velaga	NOUN
spir-13989	36	39	,	,	PUNCT
spir-13989	36	40	2024	2024	NUM
spir-13989	36	41	)	)	PUNCT
spir-13989	36	42	.	.	PUNCT
spir-13989	37	1	each	each	DET
spir-13989	37	2	wikipedia	wikipedia	PROPN
spir-13989	37	3	language	language	PROPN
spir-13989	37	4	edition	edition	NOUN
spir-13989	37	5	must	must	AUX
spir-13989	37	6	initiate	initiate	VERB
spir-13989	37	7	the	the	DET
spir-13989	37	8	deployment	deployment	NOUN
spir-13989	37	9	of	of	ADP
spir-13989	37	10	automoderator	automoderator	NOUN
spir-13989	37	11	by	by	ADP
spir-13989	37	12	making	make	VERB
spir-13989	37	13	a	a	DET
spir-13989	37	14	request	request	NOUN
spir-13989	37	15	to	to	ADP
spir-13989	37	16	the	the	DET
spir-13989	37	17	product	product	NOUN
spir-13989	37	18	team	team	NOUN
spir-13989	37	19	.	.	PUNCT
spir-13989	38	1	by	by	ADP
spir-13989	38	2	giving	give	VERB
spir-13989	38	3	the	the	DET
spir-13989	38	4	option	option	NOUN
spir-13989	38	5	to	to	PART
spir-13989	38	6	opt	opt	VERB
spir-13989	38	7	-	-	PUNCT
spir-13989	38	8	in	in	NOUN
spir-13989	38	9	to	to	PART
spir-13989	38	10	use	use	VERB
spir-13989	38	11	the	the	DET
spir-13989	38	12	product	product	NOUN
spir-13989	38	13	on	on	ADP
spir-13989	38	14	their	their	PRON
spir-13989	38	15	wikis	wiki	NOUN
spir-13989	38	16	,	,	PUNCT
spir-13989	38	17	automoderator	automoderator	NOUN
spir-13989	38	18	’s	’s	PART
spir-13989	38	19	product	product	NOUN
spir-13989	38	20	team	team	NOUN
spir-13989	38	21	gave	give	VERB
spir-13989	38	22	control	control	NOUN
spir-13989	38	23	over	over	ADP
spir-13989	38	24	the	the	DET
spir-13989	38	25	timing	timing	NOUN
spir-13989	38	26	of	of	ADP
spir-13989	38	27	its	its	PRON
spir-13989	38	28	deployment	deployment	NOUN
spir-13989	38	29	to	to	ADP
spir-13989	38	30	the	the	DET
spir-13989	38	31	communities	community	NOUN
spir-13989	38	32	.	.	PUNCT
spir-13989	39	1	at	at	ADP
spir-13989	39	2	the	the	DET
spir-13989	39	3	time	time	NOUN
spir-13989	39	4	of	of	ADP
spir-13989	39	5	writing	writing	NOUN
spir-13989	39	6	,	,	PUNCT
spir-13989	39	7	automoderator	automoderator	NOUN
spir-13989	39	8	is	be	AUX
spir-13989	39	9	operational	operational	ADJ
spir-13989	39	10	on	on	ADP
spir-13989	39	11	five	five	NUM
spir-13989	39	12	wikipedia	wikipedia	PROPN
spir-13989	39	13	projects	project	NOUN
spir-13989	39	14	.	.	PUNCT
spir-13989	40	1	it	it	PRON
spir-13989	40	2	uses	use	VERB
spir-13989	40	3	a	a	DET
spir-13989	40	4	language	language	NOUN
spir-13989	40	5	-	-	PUNCT
spir-13989	40	6	agnostic	agnostic	ADJ
spir-13989	40	7	ml	ml	X
spir-13989	40	8	model6	model6	NOUN
spir-13989	40	9	that	that	PRON
spir-13989	40	10	predicts	predict	VERB
spir-13989	40	11	the	the	DET
spir-13989	40	12	probability	probability	NOUN
spir-13989	40	13	of	of	ADP
spir-13989	40	14	an	an	DET
spir-13989	40	15	edit	edit	NOUN
spir-13989	40	16	being	be	AUX
spir-13989	40	17	reverted	revert	VERB
spir-13989	40	18	(	(	PUNCT
spir-13989	40	19	trokhymovych	trokhymovych	NOUN
spir-13989	40	20	et	et	NOUN
spir-13989	40	21	.	.	PUNCT
spir-13989	41	1	al	al	PROPN
spir-13989	41	2	,	,	PUNCT
spir-13989	41	3	2023	2023	NUM
spir-13989	41	4	)	)	PUNCT
spir-13989	41	5	.	.	PUNCT
spir-13989	42	1	a	a	DET
spir-13989	42	2	further	further	ADJ
spir-13989	42	3	round	round	NOUN
spir-13989	42	4	of	of	ADP
spir-13989	42	5	user	user	NOUN
spir-13989	42	6	testing	testing	NOUN
spir-13989	42	7	is	be	AUX
spir-13989	42	8	ongoing	ongoing	ADJ
spir-13989	42	9	with	with	ADP
spir-13989	42	10	a	a	DET
spir-13989	42	11	more	more	ADV
spir-13989	42	12	highly	highly	ADV
spir-13989	42	13	performant	performant	ADJ
spir-13989	42	14	multilingual	multilingual	ADJ
spir-13989	42	15	ml	ml	X
spir-13989	42	16	model	model	NOUN
spir-13989	42	17	(	(	PUNCT
spir-13989	42	18	walton	walton	PROPN
spir-13989	42	19	,	,	PUNCT
spir-13989	42	20	2024	2024	NUM
spir-13989	42	21	)	)	PUNCT
spir-13989	42	22	.	.	PUNCT
spir-13989	43	1	discussion	discussion	NOUN
spir-13989	43	2	the	the	DET
spir-13989	43	3	above	above	ADJ
spir-13989	43	4	approach	approach	NOUN
spir-13989	43	5	to	to	ADP
spir-13989	43	6	product	product	NOUN
spir-13989	43	7	development	development	NOUN
spir-13989	43	8	hews	hew	VERB
spir-13989	43	9	closer	close	ADV
spir-13989	43	10	to	to	ADP
spir-13989	43	11	community	community	NOUN
spir-13989	43	12	-	-	PUNCT
spir-13989	43	13	collaborative	collaborative	NOUN
spir-13989	43	14	design	design	NOUN
spir-13989	43	15	approaches	approach	NOUN
spir-13989	43	16	,	,	PUNCT
spir-13989	43	17	but	but	CCONJ
spir-13989	43	18	there	there	PRON
spir-13989	43	19	are	be	VERB
spir-13989	43	20	some	some	DET
spir-13989	43	21	trade	trade	NOUN
spir-13989	43	22	-	-	PUNCT
spir-13989	43	23	offs	off	NOUN
spir-13989	43	24	to	to	ADP
spir-13989	43	25	this	this	DET
spir-13989	43	26	product	product	NOUN
spir-13989	43	27	development	development	NOUN
spir-13989	43	28	approach	approach	NOUN
spir-13989	43	29	.	.	PUNCT
spir-13989	43	30	time	time	NOUN
spir-13989	43	31	.	.	PUNCT
spir-13989	44	1	the	the	DET
spir-13989	44	2	most	most	ADV
spir-13989	44	3	obvious	obvious	ADJ
spir-13989	44	4	trade	trade	NOUN
spir-13989	44	5	-	-	PUNCT
spir-13989	44	6	off	off	NOUN
spir-13989	44	7	is	be	AUX
spir-13989	44	8	time	time	NOUN
spir-13989	44	9	.	.	PUNCT
spir-13989	45	1	the	the	DET
spir-13989	45	2	need	need	NOUN
spir-13989	45	3	to	to	PART
spir-13989	45	4	continually	continually	ADV
spir-13989	45	5	collect	collect	VERB
spir-13989	45	6	feedback	feedback	NOUN
spir-13989	45	7	,	,	PUNCT
spir-13989	45	8	and	and	CCONJ
spir-13989	45	9	optionally	optionally	ADV
spir-13989	45	10	translate	translate	VERB
spir-13989	45	11	both	both	DET
spir-13989	45	12	ways	way	NOUN
spir-13989	45	13	,	,	PUNCT
spir-13989	45	14	creates	create	VERB
spir-13989	45	15	additional	additional	ADJ
spir-13989	45	16	work	work	NOUN
spir-13989	45	17	and	and	CCONJ
spir-13989	45	18	dependencies	dependency	NOUN
spir-13989	45	19	.	.	PUNCT
spir-13989	46	1	moreover	moreover	ADV
spir-13989	46	2	,	,	PUNCT
spir-13989	46	3	this	this	DET
spir-13989	46	4	level	level	NOUN
spir-13989	46	5	of	of	ADP
spir-13989	46	6	continuous	continuous	ADJ
spir-13989	46	7	feedback	feedback	NOUN
spir-13989	46	8	requires	require	VERB
spir-13989	46	9	committing	commit	VERB
spir-13989	46	10	to	to	ADP
spir-13989	46	11	maintaining	maintain	VERB
spir-13989	46	12	long	long	ADJ
spir-13989	46	13	-	-	PUNCT
spir-13989	46	14	term	term	NOUN
spir-13989	46	15	relationships	relationship	NOUN
spir-13989	46	16	with	with	ADP
spir-13989	46	17	chosen	choose	VERB
spir-13989	46	18	communities	community	NOUN
spir-13989	46	19	.	.	PUNCT
spir-13989	47	1	for	for	ADP
spir-13989	47	2	the	the	DET
spir-13989	47	3	automoderator	automoderator	NOUN
spir-13989	47	4	project	project	NOUN
spir-13989	47	5	,	,	PUNCT
spir-13989	47	6	facilitating	facilitate	VERB
spir-13989	47	7	multilingual	multilingual	ADJ
spir-13989	47	8	collaborative	collaborative	ADJ
spir-13989	47	9	development	development	NOUN
spir-13989	47	10	depended	depend	VERB
spir-13989	47	11	upon	upon	SCONJ
spir-13989	47	12	:	:	PUNCT
spir-13989	47	13	●	●	PUNCT
spir-13989	47	14	access	access	NOUN
spir-13989	47	15	to	to	ADP
spir-13989	47	16	automated	automate	VERB
spir-13989	47	17	translations	translation	NOUN
spir-13989	47	18	for	for	ADP
spir-13989	47	19	quick	quick	ADJ
spir-13989	47	20	replies	reply	NOUN
spir-13989	47	21	,	,	PUNCT
spir-13989	47	22	●	●	PUNCT
spir-13989	47	23	access	access	NOUN
spir-13989	47	24	to	to	ADP
spir-13989	47	25	multilingual	multilingual	ADJ
spir-13989	47	26	support	support	NOUN
spir-13989	47	27	for	for	ADP
spir-13989	47	28	design	design	NOUN
spir-13989	47	29	research	research	NOUN
spir-13989	47	30	,	,	PUNCT
spir-13989	47	31	with	with	ADP
spir-13989	47	32	professional	professional	ADJ
spir-13989	47	33	translators	translator	NOUN
spir-13989	47	34	and	and	CCONJ
spir-13989	47	35	interpreters	interpreter	NOUN
spir-13989	47	36	,	,	PUNCT
spir-13989	47	37	●	●	PUNCT
spir-13989	47	38	engaging	engage	VERB
spir-13989	47	39	with	with	ADP
spir-13989	47	40	community	community	NOUN
spir-13989	47	41	members	member	NOUN
spir-13989	47	42	fluent	fluent	ADJ
spir-13989	47	43	in	in	ADP
spir-13989	47	44	english	english	PROPN
spir-13989	47	45	or	or	CCONJ
spir-13989	47	46	hiring	hire	VERB
spir-13989	47	47	community	community	NOUN
spir-13989	47	48	members	member	NOUN
spir-13989	47	49	to	to	PART
spir-13989	47	50	help	help	VERB
spir-13989	47	51	facilitate	facilitate	VERB
spir-13989	47	52	discussions	discussion	NOUN
spir-13989	47	53	in	in	ADP
spir-13989	47	54	their	their	PRON
spir-13989	47	55	communities	community	NOUN
spir-13989	47	56	,	,	PUNCT
spir-13989	47	57	●	●	NUM
spir-13989	47	58	constant	constant	ADJ
spir-13989	47	59	monitoring	monitoring	NOUN
spir-13989	47	60	of	of	ADP
spir-13989	47	61	the	the	DET
spir-13989	47	62	central	central	ADJ
spir-13989	47	63	product	product	NOUN
spir-13989	47	64	page	page	NOUN
spir-13989	47	65	,	,	PUNCT
spir-13989	47	66	as	as	ADV
spir-13989	47	67	well	well	ADV
spir-13989	47	68	as	as	ADP
spir-13989	47	69	discussions	discussion	NOUN
spir-13989	47	70	happening	happen	VERB
spir-13989	47	71	in	in	ADP
spir-13989	47	72	other	other	ADJ
spir-13989	47	73	community	community	NOUN
spir-13989	47	74	fora	forum	NOUN
spir-13989	47	75	in	in	ADP
spir-13989	47	76	their	their	PRON
spir-13989	47	77	own	own	ADJ
spir-13989	47	78	languages	language	NOUN
spir-13989	47	79	.	.	PUNCT
spir-13989	48	1	deep	deep	ADJ
spir-13989	48	2	knowledge	knowledge	NOUN
spir-13989	48	3	of	of	ADP
spir-13989	48	4	wikipedia	wikipedia	PROPN
spir-13989	48	5	patrolling	patrol	VERB
spir-13989	48	6	operations	operation	NOUN
spir-13989	48	7	.	.	PUNCT
spir-13989	49	1	the	the	DET
spir-13989	49	2	highly	highly	ADV
spir-13989	49	3	technical	technical	ADJ
spir-13989	49	4	nature	nature	NOUN
spir-13989	49	5	of	of	ADP
spir-13989	49	6	automoderator	automoderator	NOUN
spir-13989	49	7	,	,	PUNCT
spir-13989	49	8	as	as	ADV
spir-13989	49	9	well	well	ADV
spir-13989	49	10	as	as	ADP
spir-13989	49	11	its	its	PRON
spir-13989	49	12	use	use	NOUN
spir-13989	49	13	-	-	PUNCT
spir-13989	49	14	case	case	NOUN
spir-13989	49	15	,	,	PUNCT
spir-13989	49	16	meant	mean	VERB
spir-13989	49	17	that	that	SCONJ
spir-13989	49	18	the	the	DET
spir-13989	49	19	product	product	NOUN
spir-13989	49	20	team	team	NOUN
spir-13989	49	21	needed	need	VERB
spir-13989	49	22	extensive	extensive	ADJ
spir-13989	49	23	familiarity	familiarity	NOUN
spir-13989	49	24	with	with	ADP
spir-13989	49	25	the	the	DET
spir-13989	49	26	context	context	NOUN
spir-13989	49	27	of	of	ADP
spir-13989	49	28	moderation	moderation	NOUN
spir-13989	49	29	on	on	ADP
spir-13989	49	30	wikipedia	wikipedia	PROPN
spir-13989	49	31	.	.	PUNCT
spir-13989	50	1	this	this	PRON
spir-13989	50	2	added	add	VERB
spir-13989	50	3	an	an	DET
spir-13989	50	4	additional	additional	ADJ
spir-13989	50	5	layer	layer	NOUN
spir-13989	50	6	of	of	ADP
spir-13989	50	7	complexity	complexity	NOUN
spir-13989	50	8	to	to	ADP
spir-13989	50	9	the	the	DET
spir-13989	50	10	development	development	NOUN
spir-13989	50	11	process	process	NOUN
spir-13989	50	12	as	as	ADV
spir-13989	50	13	well	well	ADV
spir-13989	50	14	as	as	ADP
spir-13989	50	15	the	the	DET
spir-13989	50	16	continual	continual	ADJ
spir-13989	50	17	feedback	feedback	NOUN
spir-13989	50	18	cycle	cycle	NOUN
spir-13989	50	19	.	.	PUNCT
spir-13989	51	1	accessibility	accessibility	NOUN
spir-13989	51	2	.	.	PUNCT
spir-13989	52	1	the	the	DET
spir-13989	52	2	population	population	NOUN
spir-13989	52	3	of	of	ADP
spir-13989	52	4	users	user	NOUN
spir-13989	52	5	who	who	PRON
spir-13989	52	6	do	do	AUX
spir-13989	52	7	respond	respond	VERB
spir-13989	52	8	to	to	ADP
spir-13989	52	9	requests	request	NOUN
spir-13989	52	10	for	for	ADP
spir-13989	52	11	feedback	feedback	NOUN
spir-13989	52	12	are	be	AUX
spir-13989	52	13	not	not	PART
spir-13989	52	14	guaranteed	guarantee	VERB
spir-13989	52	15	to	to	PART
spir-13989	52	16	be	be	AUX
spir-13989	52	17	representative	representative	ADJ
spir-13989	52	18	,	,	PUNCT
spir-13989	52	19	either	either	ADV
spir-13989	52	20	of	of	ADP
spir-13989	52	21	the	the	DET
spir-13989	52	22	end	end	NOUN
spir-13989	52	23	-	-	PUNCT
spir-13989	52	24	users	user	NOUN
spir-13989	52	25	of	of	ADP
spir-13989	52	26	the	the	DET
spir-13989	52	27	product	product	NOUN
spir-13989	52	28	or	or	CCONJ
spir-13989	52	29	of	of	ADP
spir-13989	52	30	their	their	PRON
spir-13989	52	31	4	4	NUM
spir-13989	52	32	https://www.mediawiki.org/wiki/community_configuration	https://www.mediawiki.org/wiki/community_configuration	NOUN
spir-13989	52	33	5	5	NUM
spir-13989	52	34	https://superset.wmcloud.org/superset/dashboard/unified-automoderator-activity-dashboard/	https://superset.wmcloud.org/superset/dashboard/unified-automoderator-activity-dashboard/	NOUN
spir-13989	52	35	6	6	NUM
spir-13989	52	36	https://meta.wikimedia.org/wiki/machine_learning_models/production/language-agnostic_revert_risk	https://meta.wikimedia.org/wiki/machine_learning_models/production/language-agnostic_revert_risk	PROPN
spir-13989	52	37	https://www.mediawiki.org/wiki/community_configuration	https://www.mediawiki.org/wiki/community_configuration	PROPN
spir-13989	52	38	https://superset.wmcloud.org/superset/dashboard/unified-automoderator-activity-dashboard/	https://superset.wmcloud.org/superset/dashboard/unified-automoderator-activity-dashboard/	VERB
spir-13989	52	39	https://meta.wikimedia.org/wiki/machine_learning_models/production/language-agnostic_revert_risk	https://meta.wikimedia.org/wiki/machine_learning_models/production/language-agnostic_revert_risk	PROPN
spir-13989	52	40	community	community	NOUN
spir-13989	52	41	at	at	ADP
spir-13989	52	42	large	large	ADJ
spir-13989	52	43	.	.	PUNCT
spir-13989	53	1	the	the	DET
spir-13989	53	2	creation	creation	NOUN
spir-13989	53	3	of	of	ADP
spir-13989	53	4	the	the	DET
spir-13989	53	5	testing	testing	NOUN
spir-13989	53	6	spreadsheet	spreadsheet	NOUN
spir-13989	53	7	was	be	AUX
spir-13989	53	8	a	a	DET
spir-13989	53	9	conscious	conscious	ADJ
spir-13989	53	10	effort	effort	NOUN
spir-13989	53	11	to	to	PART
spir-13989	53	12	broaden	broaden	VERB
spir-13989	53	13	the	the	DET
spir-13989	53	14	pool	pool	NOUN
spir-13989	53	15	of	of	ADP
spir-13989	53	16	respondents	respondent	NOUN
spir-13989	53	17	,	,	PUNCT
spir-13989	53	18	but	but	CCONJ
spir-13989	53	19	to	to	ADP
spir-13989	53	20	an	an	DET
spir-13989	53	21	extent	extent	NOUN
spir-13989	53	22	,	,	PUNCT
spir-13989	53	23	the	the	DET
spir-13989	53	24	population	population	NOUN
spir-13989	53	25	of	of	ADP
spir-13989	53	26	community	community	NOUN
spir-13989	53	27	members	member	NOUN
spir-13989	53	28	who	who	PRON
spir-13989	53	29	have	have	VERB
spir-13989	53	30	the	the	DET
spir-13989	53	31	inclination	inclination	NOUN
spir-13989	53	32	,	,	PUNCT
spir-13989	53	33	time	time	NOUN
spir-13989	53	34	and	and	CCONJ
spir-13989	53	35	interest	interest	NOUN
spir-13989	53	36	to	to	PART
spir-13989	53	37	respond	respond	VERB
spir-13989	53	38	is	be	AUX
spir-13989	53	39	self	self	NOUN
spir-13989	53	40	-	-	PUNCT
spir-13989	53	41	selecting	selecting	NOUN
spir-13989	53	42	.	.	PUNCT
spir-13989	54	1	equity	equity	NOUN
spir-13989	54	2	.	.	PUNCT
spir-13989	55	1	while	while	SCONJ
spir-13989	55	2	the	the	DET
spir-13989	55	3	model	model	NOUN
spir-13989	55	4	presented	present	VERB
spir-13989	55	5	in	in	ADP
spir-13989	55	6	this	this	DET
spir-13989	55	7	paper	paper	NOUN
spir-13989	55	8	has	have	VERB
spir-13989	55	9	significant	significant	ADJ
spir-13989	55	10	advantages	advantage	NOUN
spir-13989	55	11	in	in	ADP
spir-13989	55	12	providing	provide	VERB
spir-13989	55	13	opportunities	opportunity	NOUN
spir-13989	55	14	to	to	ADP
spir-13989	55	15	users	user	NOUN
spir-13989	55	16	for	for	ADP
spir-13989	55	17	engaging	engage	VERB
spir-13989	55	18	in	in	ADP
spir-13989	55	19	the	the	DET
spir-13989	55	20	product	product	NOUN
spir-13989	55	21	development	development	NOUN
spir-13989	55	22	process	process	NOUN
spir-13989	55	23	,	,	PUNCT
spir-13989	55	24	it	it	PRON
spir-13989	55	25	does	do	AUX
spir-13989	55	26	not	not	PART
spir-13989	55	27	entirely	entirely	ADV
spir-13989	55	28	address	address	VERB
spir-13989	55	29	the	the	DET
spir-13989	55	30	challenges	challenge	NOUN
spir-13989	55	31	of	of	ADP
spir-13989	55	32	equitably	equitably	ADV
spir-13989	55	33	participating	participate	VERB
spir-13989	55	34	in	in	ADP
spir-13989	55	35	such	such	ADJ
spir-13989	55	36	processes	process	NOUN
spir-13989	55	37	.	.	PUNCT
spir-13989	56	1	for	for	ADP
spir-13989	56	2	example	example	NOUN
spir-13989	56	3	,	,	PUNCT
spir-13989	56	4	we	we	PRON
spir-13989	56	5	expect	expect	VERB
spir-13989	56	6	that	that	SCONJ
spir-13989	56	7	users	user	NOUN
spir-13989	56	8	with	with	ADP
spir-13989	56	9	technical	technical	ADJ
spir-13989	56	10	and	and	CCONJ
spir-13989	56	11	economic	economic	ADJ
spir-13989	56	12	advantages	advantage	NOUN
spir-13989	56	13	will	will	AUX
spir-13989	56	14	be	be	AUX
spir-13989	56	15	able	able	ADJ
spir-13989	56	16	to	to	PART
spir-13989	56	17	more	more	ADV
spir-13989	56	18	actively	actively	ADV
spir-13989	56	19	engage	engage	VERB
spir-13989	56	20	in	in	ADP
spir-13989	56	21	such	such	DET
spir-13989	56	22	a	a	DET
spir-13989	56	23	product	product	NOUN
spir-13989	56	24	development	development	NOUN
spir-13989	56	25	process	process	NOUN
spir-13989	56	26	.	.	PUNCT
spir-13989	57	1	we	we	PRON
spir-13989	57	2	hope	hope	VERB
spir-13989	57	3	that	that	SCONJ
spir-13989	57	4	by	by	ADP
spir-13989	57	5	sharing	share	VERB
spir-13989	57	6	more	more	ADJ
spir-13989	57	7	about	about	ADP
spir-13989	57	8	a	a	DET
spir-13989	57	9	contemporary	contemporary	ADJ
spir-13989	57	10	alternative	alternative	ADJ
spir-13989	57	11	system	system	NOUN
spir-13989	57	12	for	for	ADP
spir-13989	57	13	product	product	NOUN
spir-13989	57	14	development	development	NOUN
spir-13989	57	15	,	,	PUNCT
spir-13989	57	16	we	we	PRON
spir-13989	57	17	demonstrate	demonstrate	VERB
spir-13989	57	18	that	that	SCONJ
spir-13989	57	19	it	it	PRON
spir-13989	57	20	is	be	AUX
spir-13989	57	21	possible	possible	ADJ
spir-13989	57	22	to	to	PART
spir-13989	57	23	conduct	conduct	VERB
spir-13989	57	24	product	product	NOUN
spir-13989	57	25	development	development	NOUN
spir-13989	57	26	in	in	ADP
spir-13989	57	27	a	a	DET
spir-13989	57	28	more	more	ADV
spir-13989	57	29	collaborative	collaborative	ADJ
spir-13989	57	30	manner	manner	NOUN
spir-13989	57	31	within	within	ADP
spir-13989	57	32	the	the	DET
spir-13989	57	33	technology	technology	NOUN
spir-13989	57	34	world	world	NOUN
spir-13989	57	35	.	.	PUNCT
spir-13989	58	1	references	reference	NOUN
spir-13989	58	2	callon	callon	PROPN
spir-13989	58	3	,	,	PUNCT
spir-13989	58	4	m.	m.	NOUN
spir-13989	58	5	(	(	PUNCT
spir-13989	58	6	2004	2004	NUM
spir-13989	58	7	,	,	PUNCT
spir-13989	58	8	march	march	PROPN
spir-13989	58	9	1	1	NUM
spir-13989	58	10	)	)	PUNCT
spir-13989	58	11	.	.	PUNCT
spir-13989	59	1	the	the	DET
spir-13989	59	2	role	role	NOUN
spir-13989	59	3	of	of	ADP
spir-13989	59	4	hybrid	hybrid	ADJ
spir-13989	59	5	communities	community	NOUN
spir-13989	59	6	and	and	CCONJ
spir-13989	59	7	socio	socio	NOUN
spir-13989	59	8	-	-	PUNCT
spir-13989	59	9	technical	technical	ADJ
spir-13989	59	10	arrangements	arrangement	NOUN
spir-13989	59	11	in	in	ADP
spir-13989	59	12	the	the	DET
spir-13989	59	13	participatory	participatory	ADJ
spir-13989	59	14	design	design	NOUN
spir-13989	59	15	.	.	PUNCT
spir-13989	60	1	https://www.semanticscholar.org/paper/the-role-of-hybrid-communities-andsocio-technical-callon/1b69de82480500cdc37dcb3134452e3706679046	https://www.semanticscholar.org/paper/the-role-of-hybrid-communities-andsocio-technical-callon/1b69de82480500cdc37dcb3134452e3706679046	PROPN
spir-13989	60	2	costanza	costanza	PROPN
spir-13989	60	3	-	-	ADJ
spir-13989	60	4	chock	chock	ADJ
spir-13989	60	5	,	,	PUNCT
spir-13989	60	6	s.	s.	PROPN
spir-13989	60	7	(	(	PUNCT
spir-13989	60	8	2020	2020	NUM
spir-13989	60	9	)	)	PUNCT
spir-13989	60	10	.	.	PUNCT
spir-13989	61	1	design	design	NOUN
spir-13989	61	2	justice	justice	NOUN
spir-13989	61	3	:	:	PUNCT
spir-13989	61	4	community	community	NOUN
spir-13989	61	5	-	-	PUNCT
spir-13989	61	6	led	lead	VERB
spir-13989	61	7	practices	practice	NOUN
spir-13989	61	8	to	to	PART
spir-13989	61	9	build	build	VERB
spir-13989	61	10	the	the	DET
spir-13989	61	11	worlds	world	NOUN
spir-13989	61	12	we	we	PRON
spir-13989	61	13	need	need	VERB
spir-13989	61	14	.	.	PUNCT
spir-13989	62	1	the	the	DET
spir-13989	62	2	mit	mit	PROPN
spir-13989	62	3	press	press	NOUN
spir-13989	62	4	.	.	PUNCT
spir-13989	63	1	disalvo	disalvo	PROPN
spir-13989	63	2	,	,	PUNCT
spir-13989	63	3	c.	c.	PROPN
spir-13989	63	4	,	,	PUNCT
spir-13989	63	5	lodato	lodato	NOUN
spir-13989	63	6	,	,	PUNCT
spir-13989	63	7	t.	t.	PROPN
spir-13989	63	8	,	,	PUNCT
spir-13989	63	9	fries	fry	NOUN
spir-13989	63	10	,	,	PUNCT
spir-13989	63	11	l.	l.	PROPN
spir-13989	63	12	,	,	PUNCT
spir-13989	63	13	schechter	schechter	PROPN
spir-13989	63	14	,	,	PUNCT
spir-13989	63	15	b.	b.	PROPN
spir-13989	63	16	,	,	PUNCT
spir-13989	63	17	&	&	CCONJ
spir-13989	63	18	barnwell	barnwell	PROPN
spir-13989	63	19	,	,	PUNCT
spir-13989	63	20	t.	t.	PROPN
spir-13989	63	21	(	(	PUNCT
spir-13989	63	22	2011	2011	NUM
spir-13989	63	23	)	)	PUNCT
spir-13989	63	24	.	.	PUNCT
spir-13989	64	1	the	the	DET
spir-13989	64	2	collective	collective	ADJ
spir-13989	64	3	articulation	articulation	NOUN
spir-13989	64	4	of	of	ADP
spir-13989	64	5	issues	issue	NOUN
spir-13989	64	6	as	as	ADP
spir-13989	64	7	design	design	NOUN
spir-13989	64	8	practice	practice	NOUN
spir-13989	64	9	.	.	PUNCT
spir-13989	65	1	codesign	codesign	NOUN
spir-13989	65	2	,	,	PUNCT
spir-13989	65	3	7(3–4	7(3–4	NUM
spir-13989	65	4	)	)	PUNCT
spir-13989	65	5	,	,	PUNCT
spir-13989	65	6	185–197	185–197	NUM
spir-13989	65	7	.	.	PUNCT
spir-13989	66	1	https://doi.org/10.1080/15710882.2011.630475	https://doi.org/10.1080/15710882.2011.630475	PROPN
spir-13989	66	2	franco	franco	PROPN
spir-13989	66	3	,	,	PUNCT
spir-13989	66	4	m.	m.	NOUN
spir-13989	66	5	,	,	PUNCT
spir-13989	66	6	gaggi	gaggi	PROPN
spir-13989	66	7	,	,	PUNCT
spir-13989	66	8	o.	o.	PROPN
spir-13989	66	9	,	,	PUNCT
spir-13989	66	10	&	&	CCONJ
spir-13989	66	11	palazzi	palazzi	PROPN
spir-13989	66	12	,	,	PUNCT
spir-13989	66	13	c.	c.	PROPN
spir-13989	66	14	e.	e.	PROPN
spir-13989	66	15	(	(	PUNCT
spir-13989	66	16	2023	2023	NUM
spir-13989	66	17	)	)	PUNCT
spir-13989	66	18	.	.	PUNCT
spir-13989	67	1	analyzing	analyze	VERB
spir-13989	67	2	the	the	DET
spir-13989	67	3	use	use	NOUN
spir-13989	67	4	of	of	ADP
spir-13989	67	5	large	large	ADJ
spir-13989	67	6	language	language	NOUN
spir-13989	67	7	models	model	NOUN
spir-13989	67	8	for	for	ADP
spir-13989	67	9	content	content	NOUN
spir-13989	67	10	moderation	moderation	NOUN
spir-13989	67	11	with	with	ADP
spir-13989	67	12	chatgpt	chatgpt	NOUN
spir-13989	67	13	examples	example	NOUN
spir-13989	67	14	.	.	PUNCT
spir-13989	68	1	3rd	3rd	ADJ
spir-13989	68	2	international	international	ADJ
spir-13989	68	3	workshop	workshop	NOUN
spir-13989	68	4	on	on	ADP
spir-13989	68	5	open	open	ADJ
spir-13989	68	6	challenges	challenge	NOUN
spir-13989	68	7	in	in	ADP
spir-13989	68	8	online	online	ADJ
spir-13989	68	9	social	social	ADJ
spir-13989	68	10	networks	network	NOUN
spir-13989	68	11	,	,	PUNCT
spir-13989	68	12	1–8	1–8	X
spir-13989	68	13	.	.	PUNCT
spir-13989	69	1	https://doi.org/10.1145/3599696.3612895	https://doi.org/10.1145/3599696.3612895	PROPN
spir-13989	69	2	kensing	kensing	PROPN
spir-13989	69	3	,	,	PUNCT
spir-13989	69	4	f.	f.	PROPN
spir-13989	69	5	,	,	PUNCT
spir-13989	69	6	&	&	CCONJ
spir-13989	69	7	blomberg	blomberg	PROPN
spir-13989	69	8	,	,	PUNCT
spir-13989	69	9	j.	j.	PROPN
spir-13989	69	10	(	(	PUNCT
spir-13989	69	11	1998	1998	NUM
spir-13989	69	12	)	)	PUNCT
spir-13989	69	13	.	.	PUNCT
spir-13989	70	1	participatory	participatory	ADJ
spir-13989	70	2	design	design	PROPN
spir-13989	70	3	:	:	PUNCT
spir-13989	70	4	issues	issue	NOUN
spir-13989	70	5	and	and	CCONJ
spir-13989	70	6	concerns	concern	NOUN
spir-13989	70	7	.	.	PUNCT
spir-13989	71	1	computer	computer	NOUN
spir-13989	71	2	supported	support	VERB
spir-13989	71	3	cooperative	cooperative	ADJ
spir-13989	71	4	work	work	NOUN
spir-13989	71	5	(	(	PUNCT
spir-13989	71	6	cscw	cscw	NOUN
spir-13989	71	7	)	)	PUNCT
spir-13989	71	8	,	,	PUNCT
spir-13989	71	9	7(3–4	7(3–4	NUM
spir-13989	71	10	)	)	PUNCT
spir-13989	71	11	,	,	PUNCT
spir-13989	71	12	167–185	167–185	NUM
spir-13989	71	13	.	.	PUNCT
spir-13989	72	1	https://doi.org/10.1023/a:1008689307411	https://doi.org/10.1023/a:1008689307411	NOUN
spir-13989	72	2	moderator	moderator	NOUN
spir-13989	72	3	tools	tool	NOUN
spir-13989	72	4	/	/	SYM
spir-13989	72	5	automoderator	automoderator	NOUN
spir-13989	72	6	.	.	PUNCT
spir-13989	73	1	(	(	PUNCT
spir-13989	73	2	n.d	n.d	PROPN
spir-13989	73	3	.	.	PROPN
spir-13989	73	4	)	)	PUNCT
spir-13989	73	5	.	.	PUNCT
spir-13989	74	1	mediawiki	mediawiki	PROPN
spir-13989	74	2	.	.	PUNCT
spir-13989	74	3	retrieved	retrieve	VERB
spir-13989	74	4	november	november	PROPN
spir-13989	74	5	22	22	NUM
spir-13989	74	6	,	,	PUNCT
spir-13989	74	7	2024	2024	NUM
spir-13989	74	8	,	,	PUNCT
spir-13989	74	9	from	from	ADP
spir-13989	74	10	https://www.mediawiki.org/wiki/moderator_tools/automoderator	https://www.mediawiki.org/wiki/moderator_tools/automoderator	NOUN
spir-13989	74	11	moderator	moderator	NOUN
spir-13989	74	12	tools	tool	NOUN
spir-13989	74	13	/	/	SYM
spir-13989	74	14	automoderator	automoderator	NOUN
spir-13989	74	15	/	/	SYM
spir-13989	74	16	multilingual	multilingual	ADJ
spir-13989	74	17	testing	testing	NOUN
spir-13989	74	18	.	.	PUNCT
spir-13989	75	1	(	(	PUNCT
spir-13989	75	2	n.d	n.d	PROPN
spir-13989	75	3	.	.	PROPN
spir-13989	75	4	)	)	PUNCT
spir-13989	75	5	.	.	PUNCT
spir-13989	76	1	mediawiki	mediawiki	PROPN
spir-13989	76	2	.	.	PUNCT
spir-13989	76	3	retrieved	retrieve	VERB
spir-13989	76	4	november	november	PROPN
spir-13989	76	5	22	22	NUM
spir-13989	76	6	,	,	PUNCT
spir-13989	76	7	2024	2024	NUM
spir-13989	76	8	,	,	PUNCT
spir-13989	76	9	from	from	ADP
spir-13989	76	10	https://www.mediawiki.org/wiki/moderator_tools/automoderator/multilingual_te	https://www.mediawiki.org/wiki/moderator_tools/automoderator/multilingual_te	PROPN
spir-13989	76	11	sting	sting	PROPN
spir-13989	76	12	utilisateur	utilisateur	PROPN
spir-13989	76	13	:	:	PUNCT
spir-13989	76	14	salebot	salebot	NOUN
spir-13989	76	15	.	.	PUNCT
spir-13989	77	1	(	(	PUNCT
spir-13989	77	2	2023	2023	NUM
spir-13989	77	3	)	)	PUNCT
spir-13989	77	4	.	.	PUNCT
spir-13989	78	1	in	in	ADP
spir-13989	78	2	wikipedia	wikipedia	PROPN
spir-13989	78	3	.	.	PUNCT
spir-13989	79	1	https://fr.wikipedia.org/w/index.php?title=utilisateur:salebot&oldid=208729762	https://fr.wikipedia.org/w/index.php?title=utilisateur:salebot&oldid=208729762	PROPN
spir-13989	79	2	velaga	velaga	NOUN
spir-13989	79	3	,	,	PUNCT
spir-13989	79	4	k.	k.	PROPN
spir-13989	79	5	(	(	PUNCT
spir-13989	79	6	2024	2024	NUM
spir-13989	79	7	,	,	PUNCT
spir-13989	79	8	july	july	PROPN
spir-13989	79	9	8)	8)	NUM
spir-13989	79	10	.	.	PUNCT
spir-13989	79	11	⚓	⚓	NOUN
spir-13989	79	12	t369488	t369488	NOUN
spir-13989	79	13	develop	develop	VERB
spir-13989	79	14	a	a	DET
spir-13989	79	15	unified	unified	ADJ
spir-13989	79	16	automoderator	automoderator	NOUN
spir-13989	79	17	activity	activity	NOUN
spir-13989	79	18	dashboard	dashboard	NOUN
spir-13989	79	19	(	(	PUNCT
spir-13989	79	20	v1	v1	NOUN
spir-13989	79	21	)	)	PUNCT
spir-13989	79	22	.	.	PUNCT
spir-13989	80	1	https://phabricator.wikimedia.org/t369488	https://phabricator.wikimedia.org/t369488	PROPN
spir-13989	80	2	walton	walton	PROPN
spir-13989	80	3	,	,	PUNCT
spir-13989	80	4	s.	s.	PROPN
spir-13989	80	5	(	(	PUNCT
spir-13989	80	6	2023	2023	NUM
spir-13989	80	7	,	,	PUNCT
spir-13989	80	8	october	october	PROPN
spir-13989	80	9	20	20	NUM
spir-13989	80	10	)	)	PUNCT
spir-13989	80	11	.	.	PUNCT
spir-13989	81	1	⚓	⚓	NOUN
spir-13989	82	1	t349374	t349374	X
spir-13989	82	2	how	how	SCONJ
spir-13989	82	3	will	will	AUX
spir-13989	82	4	communities	community	NOUN
spir-13989	82	5	configure	configure	NOUN
spir-13989	82	6	automoderator	automoderator	NOUN
spir-13989	82	7	?	?	PUNCT
spir-13989	83	1	wikimedia	wikimedia	NOUN
spir-13989	83	2	phabricator	phabricator	NOUN
spir-13989	83	3	.	.	PUNCT
spir-13989	84	1	https://phabricator.wikimedia.org/t349374	https://phabricator.wikimedia.org/t349374	PROPN
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