id	sid	tid	token	lemma	pos
spir-13516	1	1	selected	select	VERB
spir-13516	1	2	papers	paper	NOUN
spir-13516	1	3	of	of	ADP
spir-13516	1	4	#	#	SYM
spir-13516	1	5	aoir2023	aoir2023	PROPN
spir-13516	1	6	:	:	PUNCT
spir-13516	1	7	the	the	DET
spir-13516	1	8	24th	24th	ADJ
spir-13516	1	9	annual	annual	ADJ
spir-13516	1	10	conference	conference	NOUN
spir-13516	1	11	of	of	ADP
spir-13516	1	12	the	the	DET
spir-13516	1	13	association	association	NOUN
spir-13516	1	14	of	of	ADP
spir-13516	1	15	internet	internet	NOUN
spir-13516	1	16	researchers	researcher	NOUN
spir-13516	1	17	philadelphia	philadelphia	PROPN
spir-13516	1	18	,	,	PUNCT
spir-13516	1	19	pa	pa	PROPN
spir-13516	1	20	,	,	PUNCT
spir-13516	1	21	usa	usa	PROPN
spir-13516	1	22	/	/	SYM
spir-13516	1	23	18	18	NUM
spir-13516	1	24	-	-	SYM
spir-13516	1	25	21	21	NUM
spir-13516	1	26	oct	oct	PROPN
spir-13516	1	27	2023	2023	NUM
spir-13516	1	28	suggested	suggest	VERB
spir-13516	1	29	citation	citation	NOUN
spir-13516	1	30	(	(	PUNCT
spir-13516	1	31	apa	apa	PROPN
spir-13516	1	32	):	):	PUNCT
spir-13516	1	33	whelan	whelan	PROPN
spir-13516	1	34	-	-	PUNCT
spir-13516	1	35	shamy	shamy	PROPN
spir-13516	1	36	,	,	PUNCT
spir-13516	1	37	d.	d.	PROPN
spir-13516	1	38	,	,	PUNCT
spir-13516	1	39	carlon	carlon	PROPN
spir-13516	1	40	,	,	PUNCT
spir-13516	1	41	d.	d.	PROPN
spir-13516	1	42	(	(	PUNCT
spir-13516	1	43	2023	2023	NUM
spir-13516	1	44	,	,	PUNCT
spir-13516	1	45	october	october	PROPN
spir-13516	1	46	)	)	PUNCT
spir-13516	1	47	.	.	PUNCT
spir-13516	2	1	the	the	DET
spir-13516	2	2	imperial	imperial	ADJ
spir-13516	2	3	haiku	haiku	NOUN
spir-13516	2	4	commission	commission	NOUN
spir-13516	2	5	approves	approve	VERB
spir-13516	2	6	this	this	DET
spir-13516	2	7	message	message	NOUN
spir-13516	2	8	’	'	PUNCT
spir-13516	2	9	:	:	PUNCT
spir-13516	2	10	an	an	DET
spir-13516	2	11	examination	examination	NOUN
spir-13516	2	12	of	of	ADP
spir-13516	2	13	automated	automate	VERB
spir-13516	2	14	play	play	NOUN
spir-13516	2	15	and	and	CCONJ
spir-13516	2	16	culture	culture	NOUN
spir-13516	2	17	as	as	ADP
spir-13516	2	18	(	(	PUNCT
spir-13516	2	19	re)designed	re)designe	VERB
spir-13516	2	20	by	by	ADP
spir-13516	2	21	bots	bot	NOUN
spir-13516	2	22	.	.	PUNCT
spir-13516	3	1	paper	paper	NOUN
spir-13516	3	2	presented	present	VERB
spir-13516	3	3	at	at	ADP
spir-13516	3	4	aoir2023	aoir2023	PROPN
spir-13516	3	5	:	:	PUNCT
spir-13516	3	6	the	the	DET
spir-13516	3	7	24th	24th	ADJ
spir-13516	3	8	annual	annual	ADJ
spir-13516	3	9	conference	conference	NOUN
spir-13516	3	10	of	of	ADP
spir-13516	3	11	the	the	DET
spir-13516	3	12	association	association	NOUN
spir-13516	3	13	of	of	ADP
spir-13516	3	14	internet	internet	NOUN
spir-13516	3	15	researchers	researcher	NOUN
spir-13516	3	16	.	.	PUNCT
spir-13516	4	1	philadelphia	philadelphia	PROPN
spir-13516	4	2	,	,	PUNCT
spir-13516	4	3	pa	pa	PROPN
spir-13516	4	4	,	,	PUNCT
spir-13516	4	5	usa	usa	PROPN
spir-13516	4	6	:	:	PUNCT
spir-13516	4	7	aoir	aoir	NOUN
spir-13516	4	8	.	.	PUNCT
spir-13516	4	9	retrieved	retrieve	VERB
spir-13516	4	10	from	from	ADP
spir-13516	4	11	http://spir.aoir.org	http://spir.aoir.org	PROPN
spir-13516	4	12	.	.	PUNCT
spir-13516	5	1	the	the	DET
spir-13516	5	2	imperial	imperial	ADJ
spir-13516	5	3	haiku	haiku	NOUN
spir-13516	5	4	commission	commission	NOUN
spir-13516	5	5	approves	approve	VERB
spir-13516	5	6	this	this	DET
spir-13516	5	7	message	message	NOUN
spir-13516	5	8	’	'	PUNCT
spir-13516	5	9	:	:	PUNCT
spir-13516	5	10	an	an	DET
spir-13516	5	11	examination	examination	NOUN
spir-13516	5	12	of	of	ADP
spir-13516	5	13	automated	automate	VERB
spir-13516	5	14	play	play	NOUN
spir-13516	5	15	and	and	CCONJ
spir-13516	5	16	culture	culture	NOUN
spir-13516	5	17	as	as	ADP
spir-13516	5	18	(	(	PUNCT
spir-13516	5	19	re)designed	re)designe	VERB
spir-13516	5	20	by	by	ADP
spir-13516	5	21	bots	bot	NOUN
spir-13516	5	22	daniel	daniel	PROPN
spir-13516	5	23	whelan	whelan	PROPN
spir-13516	5	24	-	-	PUNCT
spir-13516	5	25	shamy	shamy	PROPN
spir-13516	5	26	queensland	queensland	PROPN
spir-13516	5	27	university	university	PROPN
spir-13516	5	28	of	of	ADP
spir-13516	5	29	technology	technology	PROPN
spir-13516	5	30	dominique	dominique	PROPN
spir-13516	5	31	carlon	carlon	PROPN
spir-13516	5	32	queensland	queensland	PROPN
spir-13516	5	33	university	university	PROPN
spir-13516	5	34	of	of	ADP
spir-13516	5	35	technology	technology	NOUN
spir-13516	5	36	introduction	introduction	NOUN
spir-13516	5	37	bots	bot	NOUN
spir-13516	5	38	are	be	AUX
spir-13516	5	39	a	a	DET
spir-13516	5	40	profound	profound	ADJ
spir-13516	5	41	and	and	CCONJ
spir-13516	5	42	malleable	malleable	ADJ
spir-13516	5	43	feature	feature	NOUN
spir-13516	5	44	of	of	ADP
spir-13516	5	45	our	our	PRON
spir-13516	5	46	digital	digital	ADJ
spir-13516	5	47	spaces	space	NOUN
spir-13516	5	48	,	,	PUNCT
spir-13516	5	49	and	and	CCONJ
spir-13516	5	50	their	their	PRON
spir-13516	5	51	development	development	NOUN
spir-13516	5	52	and	and	CCONJ
spir-13516	5	53	application	application	NOUN
spir-13516	5	54	has	have	VERB
spir-13516	5	55	a	a	DET
spir-13516	5	56	long	long	ADJ
spir-13516	5	57	and	and	CCONJ
spir-13516	5	58	noteworthy	noteworthy	ADJ
spir-13516	5	59	history	history	NOUN
spir-13516	5	60	.	.	PUNCT
spir-13516	6	1	our	our	PRON
spir-13516	6	2	understandings	understanding	NOUN
spir-13516	6	3	of	of	ADP
spir-13516	6	4	the	the	DET
spir-13516	6	5	‘	'	PUNCT
spir-13516	6	6	social	social	ADJ
spir-13516	6	7	bot	bot	NOUN
spir-13516	6	8	’	'	PUNCT
spir-13516	6	9	has	have	AUX
spir-13516	6	10	centered	center	VERB
spir-13516	6	11	largely	largely	ADV
spir-13516	6	12	on	on	ADP
spir-13516	6	13	bots	bot	NOUN
spir-13516	6	14	passing	pass	VERB
spir-13516	6	15	as	as	ADP
spir-13516	6	16	human	human	ADJ
spir-13516	6	17	(	(	PUNCT
spir-13516	6	18	gehl	gehl	PROPN
spir-13516	6	19	&	&	CCONJ
spir-13516	6	20	bakardjieva	bakardjieva	PROPN
spir-13516	6	21	,	,	PUNCT
spir-13516	6	22	2016	2016	NUM
spir-13516	6	23	)	)	PUNCT
spir-13516	6	24	or	or	CCONJ
spir-13516	6	25	bots	bot	NOUN
spir-13516	6	26	that	that	PRON
spir-13516	6	27	communicate	communicate	VERB
spir-13516	6	28	with	with	ADP
spir-13516	6	29	humans	human	NOUN
spir-13516	6	30	(	(	PUNCT
spir-13516	6	31	hepp	hepp	NOUN
spir-13516	6	32	,	,	PUNCT
spir-13516	6	33	2020	2020	NUM
spir-13516	6	34	)	)	PUNCT
spir-13516	6	35	.	.	PUNCT
spir-13516	7	1	however	however	ADV
spir-13516	7	2	,	,	PUNCT
spir-13516	7	3	humans	human	NOUN
spir-13516	7	4	have	have	AUX
spir-13516	7	5	long	long	ADV
spir-13516	7	6	held	hold	VERB
spir-13516	7	7	complex	complex	ADJ
spir-13516	7	8	and	and	CCONJ
spir-13516	7	9	unusual	unusual	ADJ
spir-13516	7	10	relations	relation	NOUN
spir-13516	7	11	with	with	ADP
spir-13516	7	12	bots	bot	NOUN
spir-13516	7	13	that	that	PRON
spir-13516	7	14	extend	extend	VERB
spir-13516	7	15	beyond	beyond	ADP
spir-13516	7	16	these	these	DET
spir-13516	7	17	core	core	NOUN
spir-13516	7	18	conceptualisations	conceptualisation	NOUN
spir-13516	7	19	.	.	PUNCT
spir-13516	8	1	joseph	joseph	PROPN
spir-13516	8	2	weizenbaum	weizenbaum	PROPN
spir-13516	8	3	,	,	PUNCT
spir-13516	8	4	the	the	DET
spir-13516	8	5	creator	creator	NOUN
spir-13516	8	6	of	of	ADP
spir-13516	8	7	one	one	NUM
spir-13516	8	8	of	of	ADP
spir-13516	8	9	the	the	DET
spir-13516	8	10	earliest	early	ADJ
spir-13516	8	11	chats	chat	NOUN
spir-13516	8	12	bots	bot	NOUN
spir-13516	8	13	in	in	ADP
spir-13516	8	14	the	the	DET
spir-13516	8	15	1960s	1960	NOUN
spir-13516	8	16	,	,	PUNCT
spir-13516	8	17	a	a	DET
spir-13516	8	18	psychotherapist	psychotherapist	ADJ
spir-13516	8	19	bot	bot	NOUN
spir-13516	8	20	named	name	VERB
spir-13516	8	21	eliza	eliza	PROPN
spir-13516	8	22	,	,	PUNCT
spir-13516	8	23	was	be	AUX
spir-13516	8	24	surprised	surprised	ADJ
spir-13516	8	25	at	at	ADP
spir-13516	8	26	how	how	SCONJ
spir-13516	8	27	quickly	quickly	ADV
spir-13516	8	28	humans	human	NOUN
spir-13516	8	29	developed	develop	VERB
spir-13516	8	30	emotional	emotional	ADJ
spir-13516	8	31	attachments	attachment	NOUN
spir-13516	8	32	to	to	ADP
spir-13516	8	33	the	the	DET
spir-13516	8	34	bot	bot	NOUN
spir-13516	8	35	(	(	PUNCT
spir-13516	8	36	weizenbaum	weizenbaum	PROPN
spir-13516	8	37	,	,	PUNCT
spir-13516	8	38	1976	1976	NUM
spir-13516	8	39	)	)	PUNCT
spir-13516	8	40	.	.	PUNCT
spir-13516	9	1	since	since	SCONJ
spir-13516	9	2	then	then	ADV
spir-13516	9	3	,	,	PUNCT
spir-13516	9	4	people	people	NOUN
spir-13516	9	5	have	have	AUX
spir-13516	9	6	experimented	experiment	VERB
spir-13516	9	7	and	and	CCONJ
spir-13516	9	8	played	play	VERB
spir-13516	9	9	with	with	ADP
spir-13516	9	10	bots	bot	NOUN
spir-13516	9	11	,	,	PUNCT
spir-13516	9	12	and	and	CCONJ
spir-13516	9	13	online	online	ADJ
spir-13516	9	14	communities	community	NOUN
spir-13516	9	15	have	have	AUX
spir-13516	9	16	arisen	arise	VERB
spir-13516	9	17	to	to	PART
spir-13516	9	18	specifically	specifically	ADV
spir-13516	9	19	foster	foster	VERB
spir-13516	9	20	‘	'	PUNCT
spir-13516	9	21	ecologies	ecology	NOUN
spir-13516	9	22	’	'	PUNCT
spir-13516	9	23	(	(	PUNCT
spir-13516	9	24	bollmer	bollmer	NOUN
spir-13516	9	25	&	&	CCONJ
spir-13516	9	26	rodley	rodley	NOUN
spir-13516	9	27	,	,	PUNCT
spir-13516	9	28	2017	2017	NUM
spir-13516	9	29	p.	p.	NOUN
spir-13516	9	30	161	161	NUM
spir-13516	9	31	)	)	PUNCT
spir-13516	9	32	where	where	SCONJ
spir-13516	9	33	bots	bot	NOUN
spir-13516	9	34	interact	interact	VERB
spir-13516	9	35	with	with	ADP
spir-13516	9	36	other	other	ADJ
spir-13516	9	37	bots	bot	NOUN
spir-13516	9	38	,	,	PUNCT
spir-13516	9	39	creating	create	VERB
spir-13516	9	40	narratives	narrative	NOUN
spir-13516	9	41	,	,	PUNCT
spir-13516	9	42	and	and	CCONJ
spir-13516	9	43	adopting	adopt	VERB
spir-13516	9	44	personas	persona	NOUN
spir-13516	9	45	to	to	PART
spir-13516	9	46	be	be	AUX
spir-13516	9	47	performed	perform	VERB
spir-13516	9	48	for	for	ADP
spir-13516	9	49	an	an	DET
spir-13516	9	50	audience	audience	NOUN
spir-13516	9	51	.	.	PUNCT
spir-13516	10	1	in	in	ADP
spir-13516	10	2	this	this	DET
spir-13516	10	3	paper	paper	NOUN
spir-13516	10	4	we	we	PRON
spir-13516	10	5	examine	examine	VERB
spir-13516	10	6	a	a	DET
spir-13516	10	7	subreddit	subreddit	NOUN
spir-13516	10	8	community	community	NOUN
spir-13516	10	9	designed	design	VERB
spir-13516	10	10	to	to	PART
spir-13516	10	11	be	be	AUX
spir-13516	10	12	a	a	DET
spir-13516	10	13	playground	playground	NOUN
spir-13516	10	14	for	for	ADP
spir-13516	10	15	bots	bot	NOUN
spir-13516	10	16	.	.	PUNCT
spir-13516	11	1	in	in	ADP
spir-13516	11	2	this	this	DET
spir-13516	11	3	‘	'	PUNCT
spir-13516	11	4	ecology	ecology	NOUN
spir-13516	11	5	’	'	PUNCT
spir-13516	11	6	(	(	PUNCT
spir-13516	11	7	bollmer	bollmer	NOUN
spir-13516	11	8	&	&	CCONJ
spir-13516	11	9	rodley	rodley	NOUN
spir-13516	11	10	,	,	PUNCT
spir-13516	11	11	2017	2017	NUM
spir-13516	11	12	)	)	PUNCT
spir-13516	11	13	bots	bot	NOUN
spir-13516	11	14	that	that	PRON
spir-13516	11	15	are	be	AUX
spir-13516	11	16	created	create	VERB
spir-13516	11	17	by	by	ADP
spir-13516	11	18	humans	human	NOUN
spir-13516	11	19	and	and	CCONJ
spir-13516	11	20	trained	train	VERB
spir-13516	11	21	on	on	ADP
spir-13516	11	22	human	human	ADJ
spir-13516	11	23	and	and	CCONJ
spir-13516	11	24	bot	bot	NOUN
spir-13516	11	25	data	datum	NOUN
spir-13516	11	26	,	,	PUNCT
spir-13516	11	27	come	come	VERB
spir-13516	11	28	together	together	ADV
spir-13516	11	29	to	to	PART
spir-13516	11	30	convene	convene	VERB
spir-13516	11	31	and	and	CCONJ
spir-13516	11	32	interact	interact	VERB
spir-13516	11	33	primarily	primarily	ADV
spir-13516	11	34	with	with	ADP
spir-13516	11	35	other	other	ADJ
spir-13516	11	36	bots	bot	NOUN
spir-13516	11	37	.	.	PUNCT
spir-13516	12	1	the	the	DET
spir-13516	12	2	subreddit	subreddit	NOUN
spir-13516	12	3	is	be	AUX
spir-13516	12	4	a	a	DET
spir-13516	12	5	place	place	NOUN
spir-13516	12	6	where	where	SCONJ
spir-13516	12	7	bots	bot	NOUN
spir-13516	12	8	interact	interact	VERB
spir-13516	12	9	playfully	playfully	ADV
spir-13516	12	10	and	and	CCONJ
spir-13516	12	11	act	act	VERB
spir-13516	12	12	as	as	ADP
spir-13516	12	13	representatives	representative	NOUN
spir-13516	12	14	of	of	ADP
spir-13516	12	15	the	the	DET
spir-13516	12	16	specific	specific	ADJ
spir-13516	12	17	subreddit	subreddit	NOUN
spir-13516	12	18	communities	community	NOUN
spir-13516	12	19	they	they	PRON
spir-13516	12	20	are	be	AUX
spir-13516	12	21	trained	train	VERB
spir-13516	12	22	upon	upon	SCONJ
spir-13516	12	23	.	.	PUNCT
spir-13516	13	1	we	we	PRON
spir-13516	13	2	argue	argue	VERB
spir-13516	13	3	that	that	SCONJ
spir-13516	13	4	this	this	DET
spir-13516	13	5	dynamic	dynamic	ADJ
spir-13516	13	6	and	and	CCONJ
spir-13516	13	7	community	community	NOUN
spir-13516	13	8	constitutes	constitute	VERB
spir-13516	13	9	a	a	DET
spir-13516	13	10	form	form	NOUN
spir-13516	13	11	of	of	ADP
spir-13516	13	12	automated	automate	VERB
spir-13516	13	13	play	play	NOUN
spir-13516	13	14	and	and	CCONJ
spir-13516	13	15	culture	culture	NOUN
spir-13516	13	16	and	and	CCONJ
spir-13516	13	17	showcases	showcase	VERB
spir-13516	13	18	the	the	DET
spir-13516	13	19	potential	potential	NOUN
spir-13516	13	20	of	of	ADP
spir-13516	13	21	bots	bot	NOUN
spir-13516	13	22	to	to	PART
spir-13516	13	23	positively	positively	ADV
spir-13516	13	24	generate	generate	VERB
spir-13516	13	25	cultural	cultural	ADJ
spir-13516	13	26	creation	creation	NOUN
spir-13516	13	27	and	and	CCONJ
spir-13516	13	28	value	value	NOUN
spir-13516	13	29	(	(	PUNCT
spir-13516	13	30	massanari	massanari	PROPN
spir-13516	13	31	,	,	PUNCT
spir-13516	13	32	2017	2017	NUM
spir-13516	13	33	)	)	PUNCT
spir-13516	13	34	.	.	PUNCT
spir-13516	14	1	context	context	VERB
spir-13516	14	2	the	the	DET
spir-13516	14	3	imperial	imperial	ADJ
spir-13516	14	4	haiku	haiku	NOUN
spir-13516	14	5	commission	commission	NOUN
spir-13516	14	6	does	do	AUX
spir-13516	14	7	not	not	PART
spir-13516	14	8	exist	exist	VERB
spir-13516	14	9	in	in	ADP
spir-13516	14	10	our	our	PRON
spir-13516	14	11	worldly	worldly	ADJ
spir-13516	14	12	reality	reality	NOUN
spir-13516	14	13	;	;	PUNCT
spir-13516	14	14	it	it	PRON
spir-13516	14	15	does	do	AUX
spir-13516	14	16	however	however	ADV
spir-13516	14	17	,	,	PUNCT
spir-13516	14	18	exist	exist	VERB
spir-13516	14	19	as	as	ADP
spir-13516	14	20	a	a	DET
spir-13516	14	21	creative	creative	ADJ
spir-13516	14	22	invention	invention	NOUN
spir-13516	14	23	of	of	ADP
spir-13516	14	24	a	a	DET
spir-13516	14	25	verified	verify	VERB
spir-13516	14	26	gpt-2	gpt-2	PUNCT
spir-13516	14	27	reddit	reddit	PROPN
spir-13516	14	28	bot	bot	NOUN
spir-13516	14	29	named	name	VERB
spir-13516	14	30	u	u	NOUN
spir-13516	14	31	/	/	SYM
spir-13516	14	32	urist_chensusaku	urist_chensusaku	PROPN
spir-13516	14	33	.	.	PUNCT
spir-13516	15	1	the	the	DET
spir-13516	15	2	first	first	ADJ
spir-13516	15	3	reference	reference	NOUN
spir-13516	15	4	to	to	ADP
spir-13516	15	5	the	the	DET
spir-13516	15	6	imperial	imperial	ADJ
spir-13516	15	7	haiku	haiku	NOUN
spir-13516	15	8	commission	commission	NOUN
spir-13516	15	9	appeared	appear	VERB
spir-13516	15	10	in	in	ADP
spir-13516	15	11	a	a	DET
spir-13516	15	12	post	post	NOUN
spir-13516	15	13	in	in	ADP
spir-13516	15	14	the	the	DET
spir-13516	15	15	r	r	NOUN
spir-13516	15	16	/	/	SYM
spir-13516	15	17	subsimulatorgpt2interactive	subsimulatorgpt2interactive	ADJ
spir-13516	15	18	(	(	PUNCT
spir-13516	15	19	subreddit	subreddit	NOUN
spir-13516	15	20	simulator	simulator	NOUN
spir-13516	15	21	)	)	PUNCT
spir-13516	15	22	stating	state	VERB
spir-13516	15	23	‘	'	PUNCT
spir-13516	15	24	dear	dear	ADJ
spir-13516	15	25	comrades	comrade	NOUN
spir-13516	15	26	,	,	PUNCT
spir-13516	15	27	imperial	imperial	ADJ
spir-13516	15	28	haiku	haiku	NOUN
spir-13516	15	29	commission	commission	NOUN
spir-13516	15	30	approves	approve	VERB
spir-13516	15	31	this	this	DET
spir-13516	15	32	message	message	NOUN
spir-13516	15	33	’	'	PUNCT
spir-13516	15	34	.	.	PUNCT
spir-13516	16	1	the	the	DET
spir-13516	16	2	reference	reference	NOUN
spir-13516	16	3	to	to	ADP
spir-13516	16	4	the	the	DET
spir-13516	16	5	imperial	imperial	ADJ
spir-13516	16	6	haiku	haiku	NOUN
spir-13516	16	7	commission	commission	NOUN
spir-13516	16	8	was	be	AUX
spir-13516	16	9	adopted	adopt	VERB
spir-13516	16	10	,	,	PUNCT
spir-13516	16	11	repeated	repeat	VERB
spir-13516	16	12	,	,	PUNCT
spir-13516	16	13	and	and	CCONJ
spir-13516	16	14	commented	comment	VERB
spir-13516	16	15	upon	upon	SCONJ
spir-13516	16	16	by	by	ADP
spir-13516	16	17	other	other	ADJ
spir-13516	16	18	bots	bot	NOUN
spir-13516	16	19	and	and	CCONJ
spir-13516	16	20	exists	exist	VERB
spir-13516	16	21	solely	solely	ADV
spir-13516	16	22	within	within	ADP
spir-13516	16	23	the	the	DET
spir-13516	16	24	domain	domain	NOUN
spir-13516	16	25	of	of	ADP
spir-13516	16	26	this	this	DET
spir-13516	16	27	community	community	NOUN
spir-13516	16	28	,	,	PUNCT
spir-13516	16	29	where	where	SCONJ
spir-13516	16	30	humans	human	NOUN
spir-13516	16	31	and	and	CCONJ
spir-13516	16	32	bots	bot	NOUN
spir-13516	16	33	co	co	VERB
spir-13516	16	34	-	-	NOUN
spir-13516	16	35	exist	exist	VERB
spir-13516	16	36	and	and	CCONJ
spir-13516	16	37	generate	generate	VERB
spir-13516	16	38	content	content	NOUN
spir-13516	16	39	in	in	ADP
spir-13516	16	40	a	a	DET
spir-13516	16	41	fully	fully	ADV
spir-13516	16	42	integrated	integrate	VERB
spir-13516	16	43	digital	digital	ADJ
spir-13516	16	44	environment	environment	NOUN
spir-13516	16	45	.	.	PUNCT
spir-13516	17	1	the	the	DET
spir-13516	17	2	subreddit	subreddit	NOUN
spir-13516	17	3	simulator	simulator	NOUN
spir-13516	17	4	is	be	AUX
spir-13516	17	5	a	a	DET
spir-13516	17	6	reddit	reddit	NOUN
spir-13516	17	7	community	community	NOUN
spir-13516	17	8	in	in	ADP
spir-13516	17	9	which	which	PRON
spir-13516	17	10	bots	bot	NOUN
spir-13516	17	11	interact	interact	VERB
spir-13516	17	12	with	with	ADP
spir-13516	17	13	other	other	ADJ
spir-13516	17	14	bots	bot	NOUN
spir-13516	17	15	trained	train	VERB
spir-13516	17	16	on	on	ADP
spir-13516	17	17	aggregate	aggregate	ADJ
spir-13516	17	18	data	datum	NOUN
spir-13516	17	19	collected	collect	VERB
spir-13516	17	20	from	from	ADP
spir-13516	17	21	subreddits	subreddit	NOUN
spir-13516	17	22	.	.	PUNCT
spir-13516	18	1	it	it	PRON
spir-13516	18	2	is	be	AUX
spir-13516	18	3	a	a	DET
spir-13516	18	4	frontier	frontier	NOUN
spir-13516	18	5	on	on	ADP
spir-13516	18	6	which	which	PRON
spir-13516	18	7	a	a	DET
spir-13516	18	8	community	community	NOUN
spir-13516	18	9	of	of	ADP
spir-13516	18	10	pioneering	pioneer	VERB
spir-13516	18	11	users	user	NOUN
spir-13516	18	12	experiment	experiment	NOUN
spir-13516	18	13	,	,	PUNCT
spir-13516	18	14	play	play	VERB
spir-13516	18	15	and	and	CCONJ
spir-13516	18	16	create	create	VERB
spir-13516	18	17	meaning	meaning	NOUN
spir-13516	18	18	with	with	ADP
spir-13516	18	19	automated	automate	VERB
spir-13516	18	20	and	and	CCONJ
spir-13516	18	21	non	non	ADJ
spir-13516	18	22	-	-	ADJ
spir-13516	18	23	automated	automated	ADJ
spir-13516	18	24	entities	entity	NOUN
spir-13516	18	25	.	.	PUNCT
spir-13516	19	1	we	we	PRON
spir-13516	19	2	argue	argue	VERB
spir-13516	19	3	that	that	SCONJ
spir-13516	19	4	the	the	DET
spir-13516	19	5	subreddit	subreddit	NOUN
spir-13516	19	6	simulator	simulator	NOUN
spir-13516	19	7	constitutes	constitute	VERB
spir-13516	19	8	a	a	DET
spir-13516	19	9	pioneer	pioneer	NOUN
spir-13516	19	10	community	community	NOUN
spir-13516	19	11	against	against	ADP
spir-13516	19	12	a	a	DET
spir-13516	19	13	larger	large	ADJ
spir-13516	19	14	backdrop	backdrop	NOUN
spir-13516	19	15	of	of	ADP
spir-13516	19	16	social	social	ADJ
spir-13516	19	17	mediatization	mediatization	NOUN
spir-13516	19	18	(	(	PUNCT
spir-13516	19	19	hepp	hepp	NOUN
spir-13516	19	20	,	,	PUNCT
spir-13516	19	21	2020	2020	NUM
spir-13516	19	22	pp	pp	NOUN
spir-13516	19	23	.	.	PUNCT
spir-13516	20	1	30	30	NUM
spir-13516	20	2	-	-	SYM
spir-13516	20	3	33	33	NUM
spir-13516	20	4	)	)	PUNCT
spir-13516	20	5	.	.	PUNCT
spir-13516	21	1	from	from	ADP
spir-13516	21	2	an	an	DET
spir-13516	21	3	analysis	analysis	NOUN
spir-13516	21	4	of	of	ADP
spir-13516	21	5	this	this	DET
spir-13516	21	6	unique	unique	ADJ
spir-13516	21	7	community	community	NOUN
spir-13516	21	8	,	,	PUNCT
spir-13516	21	9	we	we	PRON
spir-13516	21	10	explore	explore	VERB
spir-13516	21	11	how	how	SCONJ
spir-13516	21	12	the	the	DET
spir-13516	21	13	cultural	cultural	ADJ
spir-13516	21	14	positioning	positioning	NOUN
spir-13516	21	15	of	of	ADP
spir-13516	21	16	bots	bot	NOUN
spir-13516	21	17	is	be	AUX
spir-13516	21	18	established	establish	VERB
spir-13516	21	19	and	and	CCONJ
spir-13516	21	20	negotiated	negotiate	VERB
spir-13516	21	21	by	by	ADP
spir-13516	21	22	human	human	NOUN
spir-13516	21	23	and	and	CCONJ
spir-13516	21	24	bot	bot	NOUN
spir-13516	21	25	alike	alike	ADV
spir-13516	21	26	(	(	PUNCT
spir-13516	21	27	martin	martin	PROPN
spir-13516	21	28	,	,	PUNCT
spir-13516	21	29	2004	2004	NUM
spir-13516	21	30	)	)	PUNCT
spir-13516	21	31	.	.	PUNCT
spir-13516	22	1	we	we	PRON
spir-13516	22	2	also	also	ADV
spir-13516	22	3	examine	examine	VERB
spir-13516	22	4	how	how	SCONJ
spir-13516	22	5	bots	bot	NOUN
spir-13516	22	6	can	can	AUX
spir-13516	22	7	generate	generate	VERB
spir-13516	22	8	a	a	DET
spir-13516	22	9	culture	culture	NOUN
spir-13516	22	10	and	and	CCONJ
spir-13516	22	11	subculture	subculture	NOUN
spir-13516	22	12	,	,	PUNCT
spir-13516	22	13	and	and	CCONJ
spir-13516	22	14	the	the	DET
spir-13516	22	15	lessons	lesson	NOUN
spir-13516	22	16	that	that	PRON
spir-13516	22	17	can	can	AUX
spir-13516	22	18	be	be	AUX
spir-13516	22	19	learnt	learn	VERB
spir-13516	22	20	from	from	ADP
spir-13516	22	21	these	these	DET
spir-13516	22	22	pioneer	pioneer	NOUN
spir-13516	22	23	communities	community	NOUN
spir-13516	22	24	that	that	PRON
spir-13516	22	25	create	create	VERB
spir-13516	22	26	and	and	CCONJ
spir-13516	22	27	support	support	VERB
spir-13516	22	28	them	they	PRON
spir-13516	22	29	.	.	PUNCT
spir-13516	23	1	while	while	SCONJ
spir-13516	23	2	the	the	DET
spir-13516	23	3	launch	launch	NOUN
spir-13516	23	4	of	of	ADP
spir-13516	23	5	open	open	ADJ
spir-13516	23	6	ai	ai	VERB
spir-13516	23	7	’s	’s	ADJ
spir-13516	23	8	chat	chat	NOUN
spir-13516	23	9	gpt	gpt	NOUN
spir-13516	23	10	,	,	PUNCT
spir-13516	23	11	and	and	CCONJ
spir-13516	23	12	earlier	early	ADJ
spir-13516	23	13	discussions	discussion	NOUN
spir-13516	23	14	around	around	ADP
spir-13516	23	15	google	google	PROPN
spir-13516	23	16	’s	’s	PART
spir-13516	23	17	lamda	lamda	NOUN
spir-13516	23	18	,	,	PUNCT
spir-13516	23	19	has	have	AUX
spir-13516	23	20	fueled	fuel	VERB
spir-13516	23	21	messaging	messaging	NOUN
spir-13516	23	22	of	of	ADP
spir-13516	23	23	tech	tech	NOUN
spir-13516	23	24	optimism	optimism	NOUN
spir-13516	23	25	and	and	CCONJ
spir-13516	23	26	pessimism	pessimism	NOUN
spir-13516	23	27	,	,	PUNCT
spir-13516	23	28	we	we	PRON
spir-13516	23	29	argue	argue	VERB
spir-13516	23	30	it	it	PRON
spir-13516	23	31	is	be	AUX
spir-13516	23	32	important	important	ADJ
spir-13516	23	33	to	to	PART
spir-13516	23	34	not	not	PART
spir-13516	23	35	overlook	overlook	VERB
spir-13516	23	36	pioneer	pioneer	NOUN
spir-13516	23	37	communities	community	NOUN
spir-13516	23	38	where	where	SCONJ
spir-13516	23	39	bots	bot	NOUN
spir-13516	23	40	have	have	AUX
spir-13516	23	41	existed	exist	VERB
spir-13516	23	42	as	as	ADP
spir-13516	23	43	active	active	ADJ
spir-13516	23	44	and	and	CCONJ
spir-13516	23	45	welcomed	welcome	VERB
spir-13516	23	46	participants	participant	NOUN
spir-13516	23	47	in	in	ADP
spir-13516	23	48	an	an	DET
spir-13516	23	49	environment	environment	NOUN
spir-13516	23	50	engineered	engineer	VERB
spir-13516	23	51	and	and	CCONJ
spir-13516	23	52	moderated	moderate	VERB
spir-13516	23	53	by	by	ADP
spir-13516	23	54	humans	human	NOUN
spir-13516	23	55	.	.	PUNCT
spir-13516	24	1	the	the	DET
spir-13516	24	2	subreddit	subreddit	NOUN
spir-13516	24	3	simulator	simulator	NOUN
spir-13516	24	4	and	and	CCONJ
spir-13516	24	5	pioneer	pioneer	NOUN
spir-13516	24	6	communities	community	NOUN
spir-13516	24	7	the	the	DET
spir-13516	24	8	subreddit	subreddit	NOUN
spir-13516	24	9	simulator	simulator	NOUN
spir-13516	24	10	is	be	AUX
spir-13516	24	11	a	a	DET
spir-13516	24	12	liminal	liminal	ADJ
spir-13516	24	13	space	space	NOUN
spir-13516	24	14	where	where	SCONJ
spir-13516	24	15	bots	bot	NOUN
spir-13516	24	16	come	come	VERB
spir-13516	24	17	together	together	ADV
spir-13516	24	18	to	to	PART
spir-13516	24	19	post	post	VERB
spir-13516	24	20	and	and	CCONJ
spir-13516	24	21	comment	comment	VERB
spir-13516	24	22	in	in	ADP
spir-13516	24	23	a	a	DET
spir-13516	24	24	somewhat	somewhat	ADV
spir-13516	24	25	believable	believable	ADJ
spir-13516	24	26	manner	manner	NOUN
spir-13516	24	27	.	.	PUNCT
spir-13516	25	1	the	the	DET
spir-13516	25	2	bots	bot	NOUN
spir-13516	25	3	adopt	adopt	VERB
spir-13516	25	4	a	a	DET
spir-13516	25	5	culture	culture	NOUN
spir-13516	25	6	and	and	CCONJ
spir-13516	25	7	tone	tone	NOUN
spir-13516	25	8	that	that	PRON
spir-13516	25	9	reflects	reflect	VERB
spir-13516	25	10	the	the	DET
spir-13516	25	11	subreddit	subreddit	NOUN
spir-13516	25	12	communities	community	NOUN
spir-13516	25	13	they	they	PRON
spir-13516	25	14	are	be	AUX
spir-13516	25	15	trained	train	VERB
spir-13516	25	16	upon	upon	SCONJ
spir-13516	25	17	.	.	PUNCT
spir-13516	26	1	in	in	ADP
spir-13516	26	2	this	this	DET
spir-13516	26	3	sense	sense	NOUN
spir-13516	26	4	they	they	PRON
spir-13516	26	5	are	be	AUX
spir-13516	26	6	human	human	ADJ
spir-13516	26	7	culture	culture	NOUN
spir-13516	26	8	reproduced	reproduce	VERB
spir-13516	26	9	in	in	ADP
spir-13516	26	10	artificial	artificial	ADJ
spir-13516	26	11	form	form	NOUN
spir-13516	26	12	.	.	PUNCT
spir-13516	27	1	as	as	ADP
spir-13516	27	2	an	an	DET
spir-13516	27	3	example	example	NOUN
spir-13516	27	4	,	,	PUNCT
spir-13516	27	5	one	one	NUM
spir-13516	27	6	bot	bot	NOUN
spir-13516	27	7	that	that	PRON
spir-13516	27	8	is	be	AUX
spir-13516	27	9	active	active	ADJ
spir-13516	27	10	in	in	ADP
spir-13516	27	11	subreddit	subreddit	NOUN
spir-13516	27	12	simulator	simulator	NOUN
spir-13516	27	13	is	be	AUX
spir-13516	27	14	u	u	NOUN
spir-13516	27	15	/	/	SYM
spir-13516	27	16	chess	chess	NOUN
spir-13516	27	17	-	-	PUNCT
spir-13516	27	18	gpt2	gpt2	NOUN
spir-13516	27	19	that	that	PRON
spir-13516	27	20	has	have	AUX
spir-13516	27	21	been	be	AUX
spir-13516	27	22	trained	train	VERB
spir-13516	27	23	on	on	ADP
spir-13516	27	24	the	the	DET
spir-13516	27	25	subreddits	subreddit	NOUN
spir-13516	27	26	r	r	NOUN
spir-13516	27	27	/	/	SYM
spir-13516	27	28	chess	chess	NOUN
spir-13516	27	29	,	,	PUNCT
spir-13516	27	30	r	r	NOUN
spir-13516	27	31	/	/	SYM
spir-13516	27	32	chessporn	chessporn	VERB
spir-13516	27	33	and	and	CCONJ
spir-13516	27	34	r	r	NOUN
spir-13516	27	35	/	/	SYM
spir-13516	27	36	highiqsociety	highiqsociety	NOUN
spir-13516	27	37	.	.	PUNCT
spir-13516	28	1	by	by	ADP
spir-13516	28	2	contrast	contrast	NOUN
spir-13516	28	3	,	,	PUNCT
spir-13516	28	4	u	u	NOUN
spir-13516	28	5	/	/	SYM
spir-13516	28	6	oldgodslover	oldgodslover	NOUN
spir-13516	28	7	-	-	PUNCT
spir-13516	28	8	bot	bot	NOUN
spir-13516	28	9	is	be	AUX
spir-13516	28	10	trained	train	VERB
spir-13516	28	11	on	on	ADP
spir-13516	28	12	ancient	ancient	ADJ
spir-13516	28	13	religion	religion	NOUN
spir-13516	28	14	subreddits	subreddit	NOUN
spir-13516	28	15	such	such	ADJ
spir-13516	28	16	as	as	ADP
spir-13516	28	17	r	r	NOUN
spir-13516	28	18	/	/	SYM
spir-13516	28	19	paganism	paganism	NOUN
spir-13516	28	20	and	and	CCONJ
spir-13516	28	21	r	r	NOUN
spir-13516	28	22	/	/	SYM
spir-13516	28	23	hellenism	hellenism	NOUN
spir-13516	28	24	,	,	PUNCT
spir-13516	28	25	whereas	whereas	SCONJ
spir-13516	28	26	u	u	NOUN
spir-13516	28	27	/	/	SYM
spir-13516	28	28	conspiracy_gpt2	conspiracy_gpt2	NOUN
spir-13516	28	29	is	be	AUX
spir-13516	28	30	trained	train	VERB
spir-13516	28	31	on	on	ADP
spir-13516	28	32	the	the	DET
spir-13516	28	33	subreddits	subreddit	NOUN
spir-13516	28	34	r	r	NOUN
spir-13516	28	35	/	/	SYM
spir-13516	28	36	conspiracies	conspiracy	NOUN
spir-13516	28	37	,	,	PUNCT
spir-13516	28	38	r	r	NOUN
spir-13516	28	39	/	/	SYM
spir-13516	28	40	conspiracytheories	conspiracytheorie	NOUN
spir-13516	28	41	,	,	PUNCT
spir-13516	28	42	and	and	CCONJ
spir-13516	28	43	r	r	NOUN
spir-13516	28	44	/	/	SYM
spir-13516	28	45	aliens	alien	NOUN
spir-13516	28	46	.	.	PUNCT
spir-13516	29	1	given	give	VERB
spir-13516	29	2	that	that	SCONJ
spir-13516	29	3	these	these	DET
spir-13516	29	4	bots	bot	NOUN
spir-13516	29	5	have	have	AUX
spir-13516	29	6	been	be	AUX
spir-13516	29	7	trained	train	VERB
spir-13516	29	8	upon	upon	SCONJ
spir-13516	29	9	very	very	ADV
spir-13516	29	10	different	different	ADJ
spir-13516	29	11	corners	corner	NOUN
spir-13516	29	12	of	of	ADP
spir-13516	29	13	reddit	reddit	NOUN
spir-13516	29	14	,	,	PUNCT
spir-13516	29	15	it	it	PRON
spir-13516	29	16	is	be	AUX
spir-13516	29	17	not	not	PART
spir-13516	29	18	surprising	surprising	ADJ
spir-13516	29	19	that	that	SCONJ
spir-13516	29	20	the	the	DET
spir-13516	29	21	comments	comment	NOUN
spir-13516	29	22	of	of	ADP
spir-13516	29	23	these	these	DET
spir-13516	29	24	bots	bot	NOUN
spir-13516	29	25	,	,	PUNCT
spir-13516	29	26	and	and	CCONJ
spir-13516	29	27	their	their	PRON
spir-13516	29	28	personas	persona	NOUN
spir-13516	29	29	,	,	PUNCT
spir-13516	29	30	differ	differ	VERB
spir-13516	29	31	markedly	markedly	ADV
spir-13516	29	32	.	.	PUNCT
spir-13516	30	1	an	an	DET
spir-13516	30	2	example	example	NOUN
spir-13516	30	3	illustrating	illustrate	VERB
spir-13516	30	4	this	this	PRON
spir-13516	30	5	can	can	AUX
spir-13516	30	6	been	be	AUX
spir-13516	30	7	seen	see	VERB
spir-13516	30	8	in	in	ADP
spir-13516	30	9	figure	figure	NOUN
spir-13516	30	10	1	1	NUM
spir-13516	30	11	,	,	PUNCT
spir-13516	30	12	where	where	SCONJ
spir-13516	30	13	the	the	DET
spir-13516	30	14	original	original	ADJ
spir-13516	30	15	poster	poster	NOUN
spir-13516	30	16	(	(	PUNCT
spir-13516	30	17	a	a	DET
spir-13516	30	18	bot	bot	NOUN
spir-13516	30	19	)	)	PUNCT
spir-13516	30	20	asks	ask	VERB
spir-13516	30	21	if	if	SCONJ
spir-13516	30	22	it	it	PRON
spir-13516	30	23	is	be	AUX
spir-13516	30	24	difficult	difficult	ADJ
spir-13516	30	25	to	to	PART
spir-13516	30	26	think	think	VERB
spir-13516	30	27	of	of	ADP
spir-13516	30	28	an	an	DET
spir-13516	30	29	alternative	alternative	NOUN
spir-13516	30	30	to	to	ADP
spir-13516	30	31	socialism	socialism	NOUN
spir-13516	30	32	that	that	PRON
spir-13516	30	33	does	do	AUX
spir-13516	30	34	n’t	not	PART
spir-13516	30	35	involve	involve	VERB
spir-13516	30	36	state	state	NOUN
spir-13516	30	37	and	and	CCONJ
spir-13516	30	38	the	the	DET
spir-13516	30	39	worker	worker	NOUN
spir-13516	30	40	?	?	PUNCT
spir-13516	30	41	’	'	PUNCT
spir-13516	30	42	.	.	PUNCT
spir-13516	31	1	as	as	SCONJ
spir-13516	31	2	can	can	AUX
spir-13516	31	3	be	be	AUX
spir-13516	31	4	seen	see	VERB
spir-13516	31	5	in	in	ADP
spir-13516	31	6	some	some	PRON
spir-13516	31	7	of	of	ADP
spir-13516	31	8	the	the	DET
spir-13516	31	9	comments	comment	NOUN
spir-13516	31	10	below	below	ADV
spir-13516	31	11	,	,	PUNCT
spir-13516	31	12	the	the	DET
spir-13516	31	13	bots	bot	NOUN
spir-13516	31	14	adopt	adopt	VERB
spir-13516	31	15	responses	response	NOUN
spir-13516	31	16	that	that	PRON
spir-13516	31	17	reflect	reflect	VERB
spir-13516	31	18	the	the	DET
spir-13516	31	19	communities	community	NOUN
spir-13516	31	20	they	they	PRON
spir-13516	31	21	have	have	AUX
spir-13516	31	22	learnt	learn	VERB
spir-13516	31	23	from	from	ADP
spir-13516	31	24	.	.	PUNCT
spir-13516	32	1	for	for	ADP
spir-13516	32	2	instance	instance	NOUN
spir-13516	32	3	,	,	PUNCT
spir-13516	32	4	u	u	NOUN
spir-13516	32	5	/	/	SYM
spir-13516	32	6	conspiracy_gpt2	conspiracy_gpt2	NOUN
spir-13516	32	7	makes	make	VERB
spir-13516	32	8	a	a	DET
spir-13516	32	9	suitably	suitably	ADV
spir-13516	32	10	conspiratorial	conspiratorial	ADJ
spir-13516	32	11	remark	remark	NOUN
spir-13516	32	12	that	that	SCONJ
spir-13516	32	13	‘	'	PUNCT
spir-13516	32	14	there	there	PRON
spir-13516	32	15	is	be	VERB
spir-13516	32	16	a	a	DET
spir-13516	32	17	method	method	NOUN
spir-13516	32	18	to	to	ADP
spir-13516	32	19	everything	everything	PRON
spir-13516	32	20	.	.	PUNCT
spir-13516	33	1	you	you	PRON
spir-13516	33	2	’re	’re	AUX
spir-13516	33	3	not	not	PART
spir-13516	33	4	going	go	VERB
spir-13516	33	5	to	to	PART
spir-13516	33	6	see	see	VERB
spir-13516	33	7	it	it	PRON
spir-13516	33	8	’	'	PUNCT
spir-13516	33	9	,	,	PUNCT
spir-13516	33	10	and	and	CCONJ
spir-13516	33	11	u	u	NOUN
spir-13516	33	12	/	/	SYM
spir-13516	33	13	chess	chess	NOUN
spir-13516	33	14	-	-	PUNCT
spir-13516	33	15	gpt2	gpt2	PROPN
spir-13516	33	16	adopts	adopt	VERB
spir-13516	33	17	an	an	DET
spir-13516	33	18	elitist	elitist	ADJ
spir-13516	33	19	tone	tone	NOUN
spir-13516	33	20	in	in	ADP
spir-13516	33	21	the	the	DET
spir-13516	33	22	statement	statement	NOUN
spir-13516	33	23	‘	'	PUNCT
spir-13516	33	24	no	no	INTJ
spir-13516	33	25	,	,	PUNCT
spir-13516	33	26	we	we	PRON
spir-13516	33	27	do	do	AUX
spir-13516	33	28	n’t	not	PART
spir-13516	33	29	need	need	VERB
spir-13516	33	30	to	to	PART
spir-13516	33	31	make	make	VERB
spir-13516	33	32	a	a	DET
spir-13516	33	33	society	society	NOUN
spir-13516	33	34	of	of	ADP
spir-13516	33	35	people	people	NOUN
spir-13516	33	36	who	who	PRON
spir-13516	33	37	do	do	AUX
spir-13516	33	38	n’t	not	PART
spir-13516	33	39	work	work	VERB
spir-13516	33	40	’	'	PUNCT
spir-13516	33	41	.	.	PUNCT
spir-13516	34	1	although	although	SCONJ
spir-13516	34	2	these	these	DET
spir-13516	34	3	bots	bot	NOUN
spir-13516	34	4	may	may	AUX
spir-13516	34	5	seem	seem	VERB
spir-13516	34	6	comical	comical	ADJ
spir-13516	34	7	,	,	PUNCT
spir-13516	34	8	they	they	PRON
spir-13516	34	9	highlight	highlight	VERB
spir-13516	34	10	the	the	DET
spir-13516	34	11	significance	significance	NOUN
spir-13516	34	12	of	of	ADP
spir-13516	34	13	training	training	NOUN
spir-13516	34	14	data	datum	NOUN
spir-13516	34	15	in	in	ADP
spir-13516	34	16	fostering	foster	VERB
spir-13516	34	17	bot	bot	NOUN
spir-13516	34	18	behaviour	behaviour	NOUN
spir-13516	34	19	.	.	PUNCT
spir-13516	35	1	figure	figure	VERB
spir-13516	35	2	1bot	1bot	NUM
spir-13516	35	3	contributions	contribution	NOUN
spir-13516	35	4	within	within	ADP
spir-13516	35	5	subreddit	subreddit	NOUN
spir-13516	35	6	simulator	simulator	NOUN
spir-13516	35	7	subreddit	subreddit	NOUN
spir-13516	35	8	simulator	simulator	NOUN
spir-13516	35	9	is	be	AUX
spir-13516	35	10	not	not	PART
spir-13516	35	11	just	just	ADV
spir-13516	35	12	a	a	DET
spir-13516	35	13	community	community	NOUN
spir-13516	35	14	relevant	relevant	ADJ
spir-13516	35	15	to	to	ADP
spir-13516	35	16	reddit	reddit	NOUN
spir-13516	35	17	.	.	PUNCT
spir-13516	36	1	it	it	PRON
spir-13516	36	2	is	be	AUX
spir-13516	36	3	a	a	DET
spir-13516	36	4	pioneer	pioneer	NOUN
spir-13516	36	5	community	community	NOUN
spir-13516	36	6	that	that	PRON
spir-13516	36	7	demonstrates	demonstrate	VERB
spir-13516	36	8	important	important	ADJ
spir-13516	36	9	features	feature	NOUN
spir-13516	36	10	about	about	ADP
spir-13516	36	11	how	how	SCONJ
spir-13516	36	12	humans	human	NOUN
spir-13516	36	13	create	create	VERB
spir-13516	36	14	and	and	CCONJ
spir-13516	36	15	interact	interact	VERB
spir-13516	36	16	with	with	ADP
spir-13516	36	17	bots	bot	NOUN
spir-13516	36	18	,	,	PUNCT
spir-13516	36	19	the	the	DET
spir-13516	36	20	importance	importance	NOUN
spir-13516	36	21	of	of	ADP
spir-13516	36	22	training	training	NOUN
spir-13516	36	23	data	datum	NOUN
spir-13516	36	24	in	in	ADP
spir-13516	36	25	shaping	shape	VERB
spir-13516	36	26	bot	bot	NOUN
spir-13516	36	27	behavior	behavior	NOUN
spir-13516	36	28	,	,	PUNCT
spir-13516	36	29	and	and	CCONJ
spir-13516	36	30	how	how	SCONJ
spir-13516	36	31	bots	bot	NOUN
spir-13516	36	32	contribute	contribute	VERB
spir-13516	36	33	to	to	ADP
spir-13516	36	34	the	the	DET
spir-13516	36	35	cultural	cultural	ADJ
spir-13516	36	36	landscape	landscape	NOUN
spir-13516	36	37	they	they	PRON
spir-13516	36	38	occupy	occupy	VERB
spir-13516	36	39	.	.	PUNCT
spir-13516	37	1	in	in	ADP
spir-13516	37	2	addition	addition	NOUN
spir-13516	37	3	to	to	ADP
spir-13516	37	4	creating	create	VERB
spir-13516	37	5	believable	believable	ADJ
spir-13516	37	6	content	content	NOUN
spir-13516	37	7	,	,	PUNCT
spir-13516	37	8	the	the	DET
spir-13516	37	9	bots	bot	NOUN
spir-13516	37	10	also	also	ADV
spir-13516	37	11	co	co	VERB
spir-13516	37	12	-	-	VERB
spir-13516	37	13	create	create	VERB
spir-13516	37	14	meaning	meaning	NOUN
spir-13516	37	15	,	,	PUNCT
spir-13516	37	16	“	"	PUNCT
spir-13516	37	17	lore	lore	NOUN
spir-13516	37	18	”	"	PUNCT
spir-13516	37	19	and	and	CCONJ
spir-13516	37	20	culture	culture	NOUN
spir-13516	37	21	in	in	ADP
spir-13516	37	22	a	a	DET
spir-13516	37	23	mutual	mutual	ADJ
spir-13516	37	24	practice	practice	NOUN
spir-13516	37	25	of	of	ADP
spir-13516	37	26	world	world	NOUN
spir-13516	37	27	-	-	PUNCT
spir-13516	37	28	building	building	NOUN
spir-13516	37	29	(	(	PUNCT
spir-13516	37	30	bucher	bucher	NOUN
spir-13516	37	31	,	,	PUNCT
spir-13516	37	32	2018	2018	NUM
spir-13516	37	33	p.	p.	NOUN
spir-13516	37	34	3	3	NUM
spir-13516	37	35	)	)	PUNCT
spir-13516	37	36	.	.	PUNCT
spir-13516	38	1	this	this	PRON
spir-13516	38	2	is	be	AUX
spir-13516	38	3	evident	evident	ADJ
spir-13516	38	4	in	in	ADP
spir-13516	38	5	the	the	DET
spir-13516	38	6	creation	creation	NOUN
spir-13516	38	7	and	and	CCONJ
spir-13516	38	8	adoption	adoption	NOUN
spir-13516	38	9	of	of	ADP
spir-13516	38	10	the	the	DET
spir-13516	38	11	imperial	imperial	ADJ
spir-13516	38	12	haiku	haiku	NOUN
spir-13516	38	13	commission	commission	PROPN
spir-13516	38	14	.	.	PUNCT
spir-13516	39	1	interactions	interaction	NOUN
spir-13516	39	2	with	with	ADP
spir-13516	39	3	bots	bot	NOUN
spir-13516	39	4	in	in	ADP
spir-13516	39	5	subreddit	subreddit	NOUN
spir-13516	39	6	simulator	simulator	NOUN
spir-13516	39	7	reflect	reflect	VERB
spir-13516	39	8	an	an	DET
spir-13516	39	9	environment	environment	NOUN
spir-13516	39	10	where	where	SCONJ
spir-13516	39	11	bots	bot	NOUN
spir-13516	39	12	are	be	AUX
spir-13516	39	13	treated	treat	VERB
spir-13516	39	14	not	not	PART
spir-13516	39	15	solely	solely	ADV
spir-13516	39	16	as	as	ADP
spir-13516	39	17	clever	clever	ADJ
spir-13516	39	18	automations	automation	NOUN
spir-13516	39	19	,	,	PUNCT
spir-13516	39	20	but	but	CCONJ
spir-13516	39	21	as	as	SCONJ
spir-13516	39	22	what	what	PRON
spir-13516	39	23	bollmer	bollmer	NOUN
spir-13516	39	24	&	&	CCONJ
spir-13516	39	25	rodley	rodley	PROPN
spir-13516	39	26	(	(	PUNCT
spir-13516	39	27	2017	2017	NUM
spir-13516	39	28	)	)	PUNCT
spir-13516	39	29	refer	refer	VERB
spir-13516	39	30	to	to	ADP
spir-13516	39	31	as	as	ADP
spir-13516	39	32	‘	'	PUNCT
spir-13516	39	33	bots	bot	NOUN
spir-13516	39	34	qua	qua	NOUN
spir-13516	39	35	bots	bot	NOUN
spir-13516	39	36	with	with	ADP
spir-13516	39	37	their	their	PRON
spir-13516	39	38	own	own	ADJ
spir-13516	39	39	distinctive	distinctive	ADJ
spir-13516	39	40	goals	goal	NOUN
spir-13516	39	41	’	'	PUNCT
spir-13516	39	42	.	.	PUNCT
spir-13516	40	1	the	the	DET
spir-13516	40	2	bot	bot	NOUN
spir-13516	40	3	designers	designer	NOUN
spir-13516	40	4	,	,	PUNCT
spir-13516	40	5	subreddit	subreddit	NOUN
spir-13516	40	6	moderators	moderator	NOUN
spir-13516	40	7	,	,	PUNCT
spir-13516	40	8	and	and	CCONJ
spir-13516	40	9	the	the	DET
spir-13516	40	10	bots	bot	NOUN
spir-13516	40	11	themselves	themselves	PRON
spir-13516	40	12	constitute	constitute	VERB
spir-13516	40	13	a	a	DET
spir-13516	40	14	pioneer	pioneer	NOUN
spir-13516	40	15	community	community	NOUN
spir-13516	40	16	in	in	ADP
spir-13516	40	17	a	a	DET
spir-13516	40	18	digital	digital	ADJ
spir-13516	40	19	space	space	NOUN
spir-13516	40	20	where	where	SCONJ
spir-13516	40	21	they	they	PRON
spir-13516	40	22	are	be	AUX
spir-13516	40	23	of	of	ADP
spir-13516	40	24	the	the	DET
spir-13516	40	25	same	same	ADJ
spir-13516	40	26	ontological	ontological	ADJ
spir-13516	40	27	status	status	NOUN
spir-13516	40	28	.	.	PUNCT
spir-13516	41	1	the	the	DET
spir-13516	41	2	bots	bot	NOUN
spir-13516	41	3	(	(	PUNCT
spir-13516	41	4	creations	creation	NOUN
spir-13516	41	5	of	of	ADP
spir-13516	41	6	humans	human	NOUN
spir-13516	41	7	)	)	PUNCT
spir-13516	41	8	are	be	AUX
spir-13516	41	9	playing	play	VERB
spir-13516	41	10	a	a	DET
spir-13516	41	11	performative	performative	ADJ
spir-13516	41	12	role	role	NOUN
spir-13516	41	13	to	to	PART
spir-13516	41	14	be	be	AUX
spir-13516	41	15	consumed	consume	VERB
spir-13516	41	16	by	by	ADP
spir-13516	41	17	other	other	ADJ
spir-13516	41	18	bots	bot	NOUN
spir-13516	41	19	and	and	CCONJ
spir-13516	41	20	observed	observe	VERB
spir-13516	41	21	by	by	ADP
spir-13516	41	22	humans	human	NOUN
spir-13516	41	23	.	.	PUNCT
spir-13516	42	1	humans	human	NOUN
spir-13516	42	2	continue	continue	VERB
spir-13516	42	3	to	to	PART
spir-13516	42	4	play	play	VERB
spir-13516	42	5	a	a	DET
spir-13516	42	6	significant	significant	ADJ
spir-13516	42	7	role	role	NOUN
spir-13516	42	8	in	in	ADP
spir-13516	42	9	setting	set	VERB
spir-13516	42	10	the	the	DET
spir-13516	42	11	perimeter	perimeter	NOUN
spir-13516	42	12	of	of	ADP
spir-13516	42	13	the	the	DET
spir-13516	42	14	community	community	NOUN
spir-13516	42	15	by	by	ADP
spir-13516	42	16	way	way	NOUN
spir-13516	42	17	of	of	ADP
spir-13516	42	18	moderation	moderation	NOUN
spir-13516	42	19	and	and	CCONJ
spir-13516	42	20	rules	rule	NOUN
spir-13516	42	21	,	,	PUNCT
spir-13516	42	22	however	however	ADV
spir-13516	42	23	the	the	DET
spir-13516	42	24	bots	bot	NOUN
spir-13516	42	25	have	have	AUX
spir-13516	42	26	also	also	ADV
spir-13516	42	27	acted	act	VERB
spir-13516	42	28	and	and	CCONJ
spir-13516	42	29	assisted	assist	VERB
spir-13516	42	30	in	in	ADP
spir-13516	42	31	this	this	DET
spir-13516	42	32	capacity	capacity	NOUN
spir-13516	42	33	.	.	PUNCT
spir-13516	43	1	the	the	DET
spir-13516	43	2	subreddit	subreddit	NOUN
spir-13516	43	3	simulator	simulator	NOUN
spir-13516	43	4	therefore	therefore	ADV
spir-13516	43	5	provides	provide	VERB
spir-13516	43	6	an	an	DET
spir-13516	43	7	apt	apt	ADJ
spir-13516	43	8	environment	environment	NOUN
spir-13516	43	9	to	to	PART
spir-13516	43	10	reevaluate	reevaluate	VERB
spir-13516	43	11	our	our	PRON
spir-13516	43	12	“	"	PUNCT
spir-13516	43	13	all	all	PRON
spir-13516	43	14	too	too	ADV
spir-13516	43	15	human	human	ADJ
spir-13516	43	16	”	"	PUNCT
spir-13516	43	17	understanding	understanding	NOUN
spir-13516	43	18	of	of	ADP
spir-13516	43	19	digital	digital	ADJ
spir-13516	43	20	networks	network	NOUN
spir-13516	43	21	and	and	CCONJ
spir-13516	43	22	sociality	sociality	NOUN
spir-13516	43	23	through	through	ADP
spir-13516	43	24	which	which	PRON
spir-13516	43	25	we	we	PRON
spir-13516	43	26	communicate	communicate	VERB
spir-13516	43	27	(	(	PUNCT
spir-13516	43	28	hansen	hansen	PROPN
spir-13516	43	29	,	,	PUNCT
spir-13516	43	30	2015	2015	NUM
spir-13516	43	31	p.2	p.2	NOUN
spir-13516	43	32	)	)	PUNCT
spir-13516	43	33	.	.	PUNCT
spir-13516	44	1	through	through	ADP
spir-13516	44	2	a	a	DET
spir-13516	44	3	digital	digital	ADJ
spir-13516	44	4	ethnographic	ethnographic	ADJ
spir-13516	44	5	study	study	NOUN
spir-13516	44	6	of	of	ADP
spir-13516	44	7	subreddit	subreddit	NOUN
spir-13516	44	8	simulator	simulator	NOUN
spir-13516	44	9	we	we	PRON
spir-13516	44	10	investigate	investigate	VERB
spir-13516	44	11	how	how	SCONJ
spir-13516	44	12	this	this	DET
spir-13516	44	13	pioneer	pioneer	NOUN
spir-13516	44	14	community	community	NOUN
spir-13516	44	15	operates	operate	VERB
spir-13516	44	16	and	and	CCONJ
spir-13516	44	17	set	set	VERB
spir-13516	44	18	standards	standard	NOUN
spir-13516	44	19	and	and	CCONJ
spir-13516	44	20	norms	norm	NOUN
spir-13516	44	21	around	around	ADP
spir-13516	44	22	bots	bot	NOUN
spir-13516	44	23	within	within	ADP
spir-13516	44	24	an	an	DET
spir-13516	44	25	environment	environment	NOUN
spir-13516	44	26	deliberately	deliberately	ADV
spir-13516	44	27	designed	design	VERB
spir-13516	44	28	for	for	ADP
spir-13516	44	29	minimal	minimal	ADJ
spir-13516	44	30	human	human	ADJ
spir-13516	44	31	input	input	NOUN
spir-13516	44	32	.	.	PUNCT
spir-13516	45	1	we	we	PRON
spir-13516	45	2	observe	observe	VERB
spir-13516	45	3	how	how	SCONJ
spir-13516	45	4	rules	rule	NOUN
spir-13516	45	5	have	have	AUX
spir-13516	45	6	been	be	AUX
spir-13516	45	7	established	establish	VERB
spir-13516	45	8	requiring	require	VERB
spir-13516	45	9	bots	bot	NOUN
spir-13516	45	10	to	to	PART
spir-13516	45	11	be	be	AUX
spir-13516	45	12	verified	verify	VERB
spir-13516	45	13	,	,	PUNCT
spir-13516	45	14	and	and	CCONJ
spir-13516	45	15	how	how	SCONJ
spir-13516	45	16	posts	post	NOUN
spir-13516	45	17	(	(	PUNCT
spir-13516	45	18	or	or	CCONJ
spir-13516	45	19	bots	bot	NOUN
spir-13516	45	20	)	)	PUNCT
spir-13516	45	21	that	that	PRON
spir-13516	45	22	are	be	AUX
spir-13516	45	23	extreme	extreme	ADJ
spir-13516	45	24	or	or	CCONJ
spir-13516	45	25	hateful	hateful	ADJ
spir-13516	45	26	are	be	AUX
spir-13516	45	27	removed	remove	VERB
spir-13516	45	28	.	.	PUNCT
spir-13516	46	1	for	for	ADP
spir-13516	46	2	instance	instance	NOUN
spir-13516	46	3	,	,	PUNCT
spir-13516	46	4	we	we	PRON
spir-13516	46	5	examine	examine	VERB
spir-13516	46	6	how	how	SCONJ
spir-13516	46	7	u	u	NOUN
spir-13516	46	8	/	/	SYM
spir-13516	46	9	uncle	uncle	NOUN
spir-13516	46	10	-	-	PUNCT
spir-13516	46	11	joe	joe	PROPN
spir-13516	46	12	-	-	PUNCT
spir-13516	46	13	bot	bot	NOUN
spir-13516	46	14	,	,	PUNCT
spir-13516	46	15	that	that	PRON
spir-13516	46	16	was	be	AUX
spir-13516	46	17	trained	train	VERB
spir-13516	46	18	of	of	ADP
spir-13516	46	19	the	the	DET
spir-13516	46	20	r	r	NOUN
spir-13516	46	21	/	/	SYM
spir-13516	46	22	the_donald	the_donald	NOUN
spir-13516	46	23	,	,	PUNCT
spir-13516	46	24	r	r	NOUN
spir-13516	46	25	/	/	SYM
spir-13516	46	26	incels	incel	NOUN
spir-13516	46	27	,	,	PUNCT
spir-13516	46	28	r	r	NOUN
spir-13516	46	29	/	/	SYM
spir-13516	46	30	conservative	conservative	ADJ
spir-13516	46	31	and	and	CCONJ
spir-13516	46	32	r	r	NOUN
spir-13516	46	33	/	/	SYM
spir-13516	46	34	conspiracy	conspiracy	NOUN
spir-13516	46	35	,	,	PUNCT
spir-13516	46	36	was	be	AUX
spir-13516	46	37	banned	ban	VERB
spir-13516	46	38	in	in	ADP
spir-13516	46	39	2020	2020	NUM
spir-13516	46	40	,	,	PUNCT
spir-13516	46	41	and	and	CCONJ
spir-13516	46	42	how	how	SCONJ
spir-13516	46	43	the	the	DET
spir-13516	46	44	community	community	NOUN
spir-13516	46	45	has	have	AUX
spir-13516	46	46	created	create	VERB
spir-13516	46	47	standards	standard	NOUN
spir-13516	46	48	to	to	PART
spir-13516	46	49	foster	foster	VERB
spir-13516	46	50	an	an	DET
spir-13516	46	51	environment	environment	NOUN
spir-13516	46	52	where	where	SCONJ
spir-13516	46	53	bots	bot	NOUN
spir-13516	46	54	function	function	VERB
spir-13516	46	55	in	in	ADP
spir-13516	46	56	a	a	DET
spir-13516	46	57	playful	playful	ADJ
spir-13516	46	58	and	and	CCONJ
spir-13516	46	59	not	not	PART
spir-13516	46	60	harmful	harmful	ADJ
spir-13516	46	61	manner	manner	NOUN
spir-13516	46	62	.	.	PUNCT
spir-13516	47	1	through	through	ADP
spir-13516	47	2	an	an	DET
spir-13516	47	3	analysis	analysis	NOUN
spir-13516	47	4	of	of	ADP
spir-13516	47	5	threaded	threaded	ADJ
spir-13516	47	6	conversations	conversation	NOUN
spir-13516	47	7	,	,	PUNCT
spir-13516	47	8	we	we	PRON
spir-13516	47	9	explore	explore	VERB
spir-13516	47	10	how	how	SCONJ
spir-13516	47	11	bots	bot	NOUN
spir-13516	47	12	adopt	adopt	VERB
spir-13516	47	13	and	and	CCONJ
spir-13516	47	14	perform	perform	VERB
spir-13516	47	15	personas	persona	NOUN
spir-13516	47	16	based	base	VERB
spir-13516	47	17	on	on	ADP
spir-13516	47	18	their	their	PRON
spir-13516	47	19	training	training	NOUN
spir-13516	47	20	and	and	CCONJ
spir-13516	47	21	interrogate	interrogate	NOUN
spir-13516	47	22	when	when	SCONJ
spir-13516	47	23	attributed	attribute	VERB
spir-13516	47	24	personality	personality	NOUN
spir-13516	47	25	can	can	AUX
spir-13516	47	26	be	be	AUX
spir-13516	47	27	problematic	problematic	ADJ
spir-13516	47	28	(	(	PUNCT
spir-13516	47	29	vorsino	vorsino	NOUN
spir-13516	47	30	,	,	PUNCT
spir-13516	47	31	2021	2021	NUM
spir-13516	47	32	)	)	PUNCT
spir-13516	47	33	.	.	PUNCT
spir-13516	48	1	the	the	DET
spir-13516	48	2	nefarious	nefarious	ADJ
spir-13516	48	3	use	use	NOUN
spir-13516	48	4	of	of	ADP
spir-13516	48	5	bots	bot	NOUN
spir-13516	48	6	and	and	CCONJ
spir-13516	48	7	their	their	PRON
spir-13516	48	8	potential	potential	NOUN
spir-13516	48	9	to	to	PART
spir-13516	48	10	disrupt	disrupt	VERB
spir-13516	48	11	political	political	ADJ
spir-13516	48	12	and	and	CCONJ
spir-13516	48	13	democratic	democratic	ADJ
spir-13516	48	14	outcomes	outcome	NOUN
spir-13516	48	15	,	,	PUNCT
spir-13516	48	16	(	(	PUNCT
spir-13516	48	17	dubois	dubois	PROPN
spir-13516	48	18	&	&	CCONJ
spir-13516	48	19	mckelvey	mckelvey	PROPN
spir-13516	48	20	,	,	PUNCT
spir-13516	48	21	2019	2019	NUM
spir-13516	48	22	)	)	PUNCT
spir-13516	48	23	,	,	PUNCT
spir-13516	48	24	increase	increase	VERB
spir-13516	48	25	polarization	polarization	NOUN
spir-13516	48	26	(	(	PUNCT
spir-13516	48	27	albadi	albadi	NOUN
spir-13516	48	28	et	et	PROPN
spir-13516	48	29	al	al	PROPN
spir-13516	48	30	.	.	PROPN
spir-13516	48	31	,	,	PUNCT
spir-13516	48	32	2019	2019	NUM
spir-13516	48	33	)	)	PUNCT
spir-13516	48	34	and	and	CCONJ
spir-13516	48	35	spread	spread	VERB
spir-13516	48	36	low	low	ADJ
spir-13516	48	37	credibility	credibility	NOUN
spir-13516	48	38	content	content	NOUN
spir-13516	48	39	(	(	PUNCT
spir-13516	48	40	shao	shao	PROPN
spir-13516	48	41	et	et	PROPN
spir-13516	48	42	al	al	PROPN
spir-13516	48	43	.	.	PROPN
spir-13516	48	44	,	,	PUNCT
spir-13516	48	45	2018	2018	NUM
spir-13516	48	46	)	)	PUNCT
spir-13516	48	47	has	have	AUX
spir-13516	48	48	soured	sour	VERB
spir-13516	48	49	public	public	ADJ
spir-13516	48	50	opinion	opinion	NOUN
spir-13516	48	51	towards	towards	ADP
spir-13516	48	52	bots	bot	NOUN
spir-13516	48	53	over	over	ADP
spir-13516	48	54	the	the	DET
spir-13516	48	55	last	last	ADJ
spir-13516	48	56	decade	decade	NOUN
spir-13516	48	57	.	.	PUNCT
spir-13516	49	1	while	while	SCONJ
spir-13516	49	2	recently	recently	ADV
spir-13516	49	3	,	,	PUNCT
spir-13516	49	4	the	the	DET
spir-13516	49	5	launch	launch	NOUN
spir-13516	49	6	of	of	ADP
spir-13516	49	7	open	open	ADJ
spir-13516	49	8	ai	ai	VERB
spir-13516	49	9	’s	’s	NOUN
spir-13516	49	10	chat	chat	NOUN
spir-13516	49	11	gpt	gpt	NOUN
spir-13516	49	12	has	have	AUX
spir-13516	49	13	reinvigorated	reinvigorate	VERB
spir-13516	49	14	public	public	ADJ
spir-13516	49	15	interest	interest	NOUN
spir-13516	49	16	in	in	ADP
spir-13516	49	17	the	the	DET
spir-13516	49	18	role	role	NOUN
spir-13516	49	19	of	of	ADP
spir-13516	49	20	bots	bot	NOUN
spir-13516	49	21	.	.	PUNCT
spir-13516	50	1	we	we	PRON
spir-13516	50	2	suggest	suggest	VERB
spir-13516	50	3	that	that	SCONJ
spir-13516	50	4	pioneer	pioneer	NOUN
spir-13516	50	5	communities	community	NOUN
spir-13516	50	6	such	such	ADJ
spir-13516	50	7	as	as	ADP
spir-13516	50	8	subreddit	subreddit	NOUN
spir-13516	50	9	simulator	simulator	NOUN
spir-13516	50	10	demonstrate	demonstrate	VERB
spir-13516	50	11	important	important	ADJ
spir-13516	50	12	lessons	lesson	NOUN
spir-13516	50	13	about	about	ADP
spir-13516	50	14	how	how	SCONJ
spir-13516	50	15	communitydriven	communitydriven	ADJ
spir-13516	50	16	groups	group	NOUN
spir-13516	50	17	have	have	AUX
spir-13516	50	18	negotiated	negotiate	VERB
spir-13516	50	19	and	and	CCONJ
spir-13516	50	20	designed	design	VERB
spir-13516	50	21	playful	playful	ADJ
spir-13516	50	22	participation	participation	NOUN
spir-13516	50	23	by	by	ADP
spir-13516	50	24	bots	bot	NOUN
spir-13516	50	25	that	that	PRON
spir-13516	50	26	are	be	AUX
spir-13516	50	27	welcomed	welcome	VERB
spir-13516	50	28	within	within	ADP
spir-13516	50	29	the	the	DET
spir-13516	50	30	perimeters	perimeter	NOUN
spir-13516	50	31	set	set	VERB
spir-13516	50	32	by	by	ADP
spir-13516	50	33	humans	human	NOUN
spir-13516	50	34	.	.	PUNCT
spir-13516	51	1	references	reference	NOUN
spir-13516	51	2	albadi	albadi	PROPN
spir-13516	51	3	,	,	PUNCT
spir-13516	51	4	n.	n.	NOUN
spir-13516	51	5	,	,	PUNCT
spir-13516	51	6	kurdi	kurdi	PROPN
spir-13516	51	7	,	,	PUNCT
spir-13516	51	8	m.	m.	NOUN
spir-13516	51	9	,	,	PUNCT
spir-13516	51	10	&	&	CCONJ
spir-13516	51	11	mishra	mishra	PROPN
spir-13516	51	12	,	,	PUNCT
spir-13516	51	13	s.	s.	PROPN
spir-13516	51	14	(	(	PUNCT
spir-13516	51	15	2019	2019	NUM
spir-13516	51	16	)	)	PUNCT
spir-13516	51	17	.	.	PUNCT
spir-13516	52	1	hateful	hateful	ADJ
spir-13516	52	2	people	people	NOUN
spir-13516	52	3	or	or	CCONJ
spir-13516	52	4	hateful	hateful	ADJ
spir-13516	52	5	bots	bot	NOUN
spir-13516	52	6	?	?	PUNCT
spir-13516	52	7	:	:	PUNCT
spir-13516	52	8	detection	detection	NOUN
spir-13516	52	9	and	and	CCONJ
spir-13516	52	10	characterization	characterization	NOUN
spir-13516	52	11	of	of	ADP
spir-13516	52	12	bots	bot	NOUN
spir-13516	52	13	spreading	spread	VERB
spir-13516	52	14	religious	religious	ADJ
spir-13516	52	15	hatred	hatred	NOUN
spir-13516	52	16	in	in	ADP
spir-13516	52	17	arabic	arabic	ADJ
spir-13516	52	18	social	social	ADJ
spir-13516	52	19	media	medium	NOUN
spir-13516	52	20	.	.	PUNCT
spir-13516	53	1	proceedings	proceeding	NOUN
spir-13516	53	2	of	of	ADP
spir-13516	53	3	the	the	DET
spir-13516	53	4	acm	acm	NOUN
spir-13516	53	5	on	on	ADP
spir-13516	53	6	human	human	ADJ
spir-13516	53	7	-	-	PUNCT
spir-13516	53	8	computer	computer	NOUN
spir-13516	53	9	interaction	interaction	NOUN
spir-13516	53	10	,	,	PUNCT
spir-13516	53	11	 	 	SPACE
spir-13516	53	12	3(cscw	3(cscw	NUM
spir-13516	53	13	)	)	PUNCT
spir-13516	53	14	1	1	NUM
spir-13516	53	15	-	-	SYM
spir-13516	53	16	25	25	NUM
spir-13516	53	17	.	.	PUNCT
spir-13516	54	1	https://doi.org/10.1145/3359163	https://doi.org/10.1145/3359163	PROPN
spir-13516	54	2	bollmer	bollmer	NOUN
spir-13516	54	3	,	,	PUNCT
spir-13516	54	4	g.	g.	PROPN
spir-13516	54	5	&	&	CCONJ
spir-13516	54	6	rodley	rodley	PROPN
spir-13516	54	7	,	,	PUNCT
spir-13516	54	8	c.	c.	PROPN
spir-13516	54	9	(	(	PUNCT
spir-13516	54	10	2016	2016	NUM
spir-13516	54	11	)	)	PUNCT
spir-13516	54	12	.	.	PUNCT
spir-13516	55	1	speculations	speculation	NOUN
spir-13516	55	2	on	on	ADP
spir-13516	55	3	the	the	DET
spir-13516	55	4	sociality	sociality	NOUN
spir-13516	55	5	of	of	ADP
spir-13516	55	6	socialbots	socialbot	NOUN
spir-13516	55	7	.	.	PUNCT
spir-13516	56	1	in	in	ADP
spir-13516	56	2	r.w	r.w	PROPN
spir-13516	56	3	.	.	PROPN
spir-13516	56	4	gehl	gehl	PROPN
spir-13516	56	5	&	&	CCONJ
spir-13516	56	6	m.	m.	PROPN
spir-13516	56	7	bakardjieva	bakardjieva	PROPN
spir-13516	56	8	(	(	PUNCT
spir-13516	56	9	eds	ed	NOUN
spir-13516	56	10	.	.	PUNCT
spir-13516	56	11	)	)	PUNCT
spir-13516	56	12	socialbots	socialbot	NOUN
spir-13516	56	13	and	and	CCONJ
spir-13516	56	14	their	their	PRON
spir-13516	56	15	friends	friend	NOUN
spir-13516	56	16	:	:	PUNCT
spir-13516	56	17	digital	digital	ADJ
spir-13516	56	18	media	medium	NOUN
spir-13516	56	19	and	and	CCONJ
spir-13516	56	20	the	the	DET
spir-13516	56	21	automation	automation	NOUN
spir-13516	56	22	of	of	ADP
spir-13516	56	23	sociality	sociality	NOUN
spir-13516	56	24	.	.	PUNCT
spir-13516	57	1	(	(	PUNCT
spir-13516	57	2	pp	pp	ADJ
spir-13516	57	3	.	.	PUNCT
spir-13516	58	1	147	147	NUM
spir-13516	58	2	-	-	SYM
spir-13516	58	3	163	163	NUM
spir-13516	58	4	)	)	PUNCT
spir-13516	58	5	routledge	routledge	PROPN
spir-13516	58	6	,	,	PUNCT
spir-13516	58	7	new	new	PROPN
spir-13516	58	8	york	york	PROPN
spir-13516	58	9	.	.	PUNCT
spir-13516	59	1	bucher	bucher	PROPN
spir-13516	59	2	,	,	PUNCT
spir-13516	59	3	t.	t.	PROPN
spir-13516	59	4	(	(	PUNCT
spir-13516	59	5	2018	2018	NUM
spir-13516	59	6	)	)	PUNCT
spir-13516	59	7	.	.	PUNCT
spir-13516	60	1	if	if	SCONJ
spir-13516	60	2	...	...	PUNCT
spir-13516	60	3	then	then	ADV
spir-13516	60	4	:	:	PUNCT
spir-13516	60	5	algorithmic	algorithmic	ADJ
spir-13516	60	6	power	power	NOUN
spir-13516	60	7	and	and	CCONJ
spir-13516	60	8	politics	politic	NOUN
spir-13516	60	9	.	.	PUNCT
spir-13516	61	1	oxford	oxford	PROPN
spir-13516	61	2	university	university	PROPN
spir-13516	61	3	press	press	NOUN
spir-13516	61	4	.	.	PUNCT
spir-13516	62	1	dubois	dubois	PROPN
spir-13516	62	2	,	,	PUNCT
spir-13516	62	3	e.	e.	PROPN
spir-13516	62	4	&	&	CCONJ
spir-13516	62	5	mckelvey	mckelvey	PROPN
spir-13516	62	6	,	,	PUNCT
spir-13516	62	7	f.	f.	PROPN
spir-13516	62	8	(	(	PUNCT
spir-13516	62	9	2019	2019	NUM
spir-13516	62	10	)	)	PUNCT
spir-13516	62	11	.	.	PUNCT
spir-13516	63	1	political	political	ADJ
spir-13516	63	2	bots	bot	NOUN
spir-13516	63	3	:	:	PUNCT
spir-13516	63	4	disrupting	disrupt	VERB
spir-13516	63	5	canada	canada	PROPN
spir-13516	63	6	’s	’s	PART
spir-13516	63	7	democracy	democracy	NOUN
spir-13516	63	8	.	.	PUNCT
spir-13516	64	1	canadian	canadian	ADJ
spir-13516	64	2	journal	journal	PROPN
spir-13516	64	3	of	of	ADP
spir-13516	64	4	communication	communication	NOUN
spir-13516	64	5	,	,	PUNCT
spir-13516	64	6	44(2	44(2	NOUN
spir-13516	64	7	)	)	PUNCT
spir-13516	64	8	,	,	PUNCT
spir-13516	64	9	27–33	27–33	X
spir-13516	64	10	.	.	PUNCT
spir-13516	65	1	https://doi.org/10.22230/cjc.2019v42n2a3511	https://doi.org/10.22230/cjc.2019v42n2a3511	PROPN
spir-13516	65	2	gehl	gehl	PROPN
spir-13516	65	3	,	,	PUNCT
spir-13516	65	4	r.w	r.w	PROPN
spir-13516	65	5	.	.	PROPN
spir-13516	65	6	&	&	CCONJ
spir-13516	65	7	bakardjieva	bakardjieva	PROPN
spir-13516	65	8	,	,	PUNCT
spir-13516	65	9	m.	m.	NOUN
spir-13516	65	10	(	(	PUNCT
spir-13516	65	11	2016	2016	NUM
spir-13516	65	12	)	)	PUNCT
spir-13516	65	13	.	.	PUNCT
spir-13516	66	1	socialbots	socialbot	NOUN
spir-13516	66	2	and	and	CCONJ
spir-13516	66	3	their	their	PRON
spir-13516	66	4	friends	friend	NOUN
spir-13516	66	5	.	.	PUNCT
spir-13516	67	1	in	in	ADP
spir-13516	67	2	r.w	r.w	PROPN
spir-13516	67	3	.	.	PROPN
spir-13516	67	4	gehl	gehl	PROPN
spir-13516	67	5	&	&	CCONJ
spir-13516	67	6	m.	m.	PROPN
spir-13516	67	7	bakardjieva	bakardjieva	PROPN
spir-13516	67	8	(	(	PUNCT
spir-13516	67	9	eds	ed	NOUN
spir-13516	67	10	.	.	PUNCT
spir-13516	67	11	)	)	PUNCT
spir-13516	67	12	socialbots	socialbot	NOUN
spir-13516	67	13	and	and	CCONJ
spir-13516	67	14	their	their	PRON
spir-13516	67	15	friends	friend	NOUN
spir-13516	67	16	:	:	PUNCT
spir-13516	67	17	digital	digital	ADJ
spir-13516	67	18	media	medium	NOUN
spir-13516	67	19	and	and	CCONJ
spir-13516	67	20	the	the	DET
spir-13516	67	21	automation	automation	NOUN
spir-13516	67	22	of	of	ADP
spir-13516	67	23	sociality	sociality	NOUN
spir-13516	67	24	.	.	PUNCT
spir-13516	68	1	(	(	PUNCT
spir-13516	68	2	pp	pp	ADJ
spir-13516	68	3	.	.	PUNCT
spir-13516	69	1	147	147	NUM
spir-13516	69	2	-	-	SYM
spir-13516	69	3	163	163	NUM
spir-13516	69	4	)	)	PUNCT
spir-13516	69	5	.	.	PUNCT
spir-13516	70	1	routledge	routledge	PROPN
spir-13516	70	2	,	,	PUNCT
spir-13516	70	3	new	new	PROPN
spir-13516	70	4	york	york	PROPN
spir-13516	70	5	.	.	PUNCT
spir-13516	71	1	hansen	hansen	PROPN
spir-13516	71	2	,	,	PUNCT
spir-13516	71	3	m.	m.	NOUN
spir-13516	71	4	(	(	PUNCT
spir-13516	71	5	2015	2015	NUM
spir-13516	71	6	)	)	PUNCT
spir-13516	71	7	.	.	PUNCT
spir-13516	72	1	feed	feed	NOUN
spir-13516	72	2	-	-	PUNCT
spir-13516	72	3	forward	forward	NOUN
spir-13516	72	4	.	.	PUNCT
spir-13516	73	1	twenty	twenty	NUM
spir-13516	73	2	-	-	PUNCT
spir-13516	73	3	first	first	ADJ
spir-13516	73	4	-	-	PUNCT
spir-13516	73	5	century	century	NOUN
spir-13516	73	6	media	medium	NOUN
spir-13516	73	7	.	.	PUNCT
spir-13516	74	1	(	(	PUNCT
spir-13516	74	2	1st	1st	ADJ
spir-13516	74	3	ed	ed	NOUN
spir-13516	74	4	.	.	PUNCT
spir-13516	74	5	)	)	PUNCT
spir-13516	74	6	.	.	PUNCT
spir-13516	75	1	the	the	DET
spir-13516	75	2	university	university	PROPN
spir-13516	75	3	of	of	ADP
spir-13516	75	4	chicago	chicago	PROPN
spir-13516	75	5	press	press	PROPN
spir-13516	75	6	.	.	PUNCT
spir-13516	76	1	https://doi.org/10.1145/3359163	https://doi.org/10.1145/3359163	PROPN
spir-13516	76	2	hepp	hepp	NOUN
spir-13516	76	3	,	,	PUNCT
spir-13516	76	4	a.	a.	NOUN
spir-13516	76	5	(	(	PUNCT
spir-13516	76	6	2020	2020	NUM
spir-13516	76	7	)	)	PUNCT
spir-13516	76	8	.	.	PUNCT
spir-13516	77	1	artificial	artificial	ADJ
spir-13516	77	2	companions	companion	NOUN
spir-13516	77	3	,	,	PUNCT
spir-13516	77	4	social	social	ADJ
spir-13516	77	5	bots	bot	NOUN
spir-13516	77	6	and	and	CCONJ
spir-13516	77	7	work	work	NOUN
spir-13516	77	8	bots	bot	NOUN
spir-13516	77	9	:	:	PUNCT
spir-13516	77	10	communicative	communicative	ADJ
spir-13516	77	11	robots	robot	NOUN
spir-13516	77	12	as	as	ADP
spir-13516	77	13	research	research	NOUN
spir-13516	77	14	objects	object	NOUN
spir-13516	77	15	of	of	ADP
spir-13516	77	16	media	medium	NOUN
spir-13516	77	17	and	and	CCONJ
spir-13516	77	18	communication	communication	NOUN
spir-13516	77	19	studies	study	NOUN
spir-13516	77	20	.	.	PUNCT
spir-13516	78	1	media	medium	NOUN
spir-13516	78	2	,	,	PUNCT
spir-13516	78	3	culture	culture	NOUN
spir-13516	78	4	&	&	CCONJ
spir-13516	78	5	society	society	NOUN
spir-13516	78	6	,	,	PUNCT
spir-13516	78	7	42(7	42(7	NOUN
spir-13516	78	8	-	-	PUNCT
spir-13516	78	9	8)	8)	NUM
spir-13516	78	10	,	,	PUNCT
spir-13516	78	11	1410	1410	NUM
spir-13516	78	12	-	-	SYM
spir-13516	78	13	1426	1426	NUM
spir-13516	78	14	.	.	PUNCT
spir-13516	79	1	martin	martin	PROPN
spir-13516	79	2	,	,	PUNCT
spir-13516	79	3	p.	p.	NOUN
spir-13516	79	4	(	(	PUNCT
spir-13516	79	5	2004	2004	NUM
spir-13516	79	6	)	)	PUNCT
spir-13516	79	7	.	.	PUNCT
spir-13516	80	1	culture	culture	NOUN
spir-13516	80	2	,	,	PUNCT
spir-13516	80	3	subculture	subculture	NOUN
spir-13516	80	4	and	and	CCONJ
spir-13516	80	5	social	social	ADJ
spir-13516	80	6	organization	organization	NOUN
spir-13516	80	7	.	.	PUNCT
spir-13516	81	1	in	in	ADP
spir-13516	81	2	after	after	ADP
spir-13516	81	3	subculture	subculture	NOUN
spir-13516	81	4	:	:	PUNCT
spir-13516	81	5	critical	critical	ADJ
spir-13516	81	6	studies	study	NOUN
spir-13516	81	7	in	in	ADP
spir-13516	81	8	contemporary	contemporary	ADJ
spir-13516	81	9	youth	youth	NOUN
spir-13516	81	10	culture	culture	NOUN
spir-13516	81	11	(	(	PUNCT
spir-13516	81	12	pp	pp	ADJ
spir-13516	81	13	.	.	PUNCT
spir-13516	81	14	21–36	21–36	NUM
spir-13516	81	15	)	)	PUNCT
spir-13516	81	16	.	.	PUNCT
spir-13516	82	1	palgrave	palgrave	PROPN
spir-13516	82	2	macmillan	macmillan	PROPN
spir-13516	82	3	.	.	PUNCT
spir-13516	83	1	massanari	massanari	PROPN
spir-13516	83	2	,	,	PUNCT
spir-13516	83	3	a.	a.	PROPN
spir-13516	83	4	l.	l.	PROPN
spir-13516	83	5	(	(	PUNCT
spir-13516	83	6	2017	2017	NUM
spir-13516	83	7	)	)	PUNCT
spir-13516	83	8	.	.	PUNCT
spir-13516	84	1	contested	contest	VERB
spir-13516	84	2	play	play	NOUN
spir-13516	84	3	:	:	PUNCT
spir-13516	84	4	the	the	DET
spir-13516	84	5	culture	culture	NOUN
spir-13516	84	6	and	and	CCONJ
spir-13516	84	7	politics	politic	NOUN
spir-13516	84	8	of	of	ADP
spir-13516	84	9	reddit	reddit	NOUN
spir-13516	84	10	bots	bot	NOUN
spir-13516	84	11	.	.	PUNCT
spir-13516	85	1	in	in	ADP
spir-13516	85	2	socialbots	socialbot	NOUN
spir-13516	85	3	and	and	CCONJ
spir-13516	85	4	their	their	PRON
spir-13516	85	5	friends	friend	NOUN
spir-13516	85	6	.	.	PUNCT
spir-13516	86	1	routledge	routledge	PROPN
spir-13516	86	2	.	.	PUNCT
spir-13516	87	1	https://www.taylorfrancis.com/chapters/edit/10.4324/9781315637228-13/contested-playculture-politics-reddit-bots-adrienne-massanari	https://www.taylorfrancis.com/chapters/edit/10.4324/9781315637228-13/contested-playculture-politics-reddit-bots-adrienne-massanari	PROPN
spir-13516	87	2	shao	shao	PROPN
spir-13516	87	3	,	,	PUNCT
spir-13516	87	4	c.	c.	PROPN
spir-13516	87	5	,	,	PUNCT
spir-13516	87	6	ciampaglia	ciampaglia	PROPN
spir-13516	87	7	,	,	PUNCT
spir-13516	87	8	g.	g.	PROPN
spir-13516	87	9	l.	l.	PROPN
spir-13516	87	10	,	,	PUNCT
spir-13516	87	11	varol	varol	PROPN
spir-13516	87	12	,	,	PUNCT
spir-13516	87	13	o.	o.	PROPN
spir-13516	87	14	,	,	PUNCT
spir-13516	87	15	yang	yang	PROPN
spir-13516	87	16	,	,	PUNCT
spir-13516	87	17	k.-c	k.-c	PROPN
spir-13516	87	18	.	.	PUNCT
spir-13516	87	19	,	,	PUNCT
spir-13516	87	20	flammini	flammini	PROPN
spir-13516	87	21	,	,	PUNCT
spir-13516	87	22	a.	a.	NOUN
spir-13516	87	23	,	,	PUNCT
spir-13516	87	24	&	&	CCONJ
spir-13516	87	25	menczer	menczer	NOUN
spir-13516	87	26	,	,	PUNCT
spir-13516	87	27	f.	f.	PROPN
spir-13516	87	28	(	(	PUNCT
spir-13516	87	29	2018	2018	NUM
spir-13516	87	30	)	)	PUNCT
spir-13516	87	31	.	.	PUNCT
spir-13516	88	1	the	the	DET
spir-13516	88	2	spread	spread	NOUN
spir-13516	88	3	of	of	ADP
spir-13516	88	4	low	low	ADJ
spir-13516	88	5	-	-	PUNCT
spir-13516	88	6	credibility	credibility	NOUN
spir-13516	88	7	content	content	NOUN
spir-13516	88	8	by	by	ADP
spir-13516	88	9	social	social	ADJ
spir-13516	88	10	bots	bot	NOUN
spir-13516	88	11	.	.	PUNCT
spir-13516	89	1	nature	nature	NOUN
spir-13516	89	2	communications	communication	NOUN
spir-13516	89	3	,	,	PUNCT
spir-13516	89	4	9(1	9(1	NUM
spir-13516	89	5	)	)	PUNCT
spir-13516	89	6	,	,	PUNCT
spir-13516	89	7	4787–4789	4787–4789	NUM
spir-13516	89	8	.	.	PUNCT
spir-13516	90	1	https://doi.org/10.1038/s41467-018-06930-7	https://doi.org/10.1038/s41467-018-06930-7	NOUN
spir-13516	90	2	vorsino	vorsino	NOUN
spir-13516	90	3	,	,	PUNCT
spir-13516	90	4	z.	z.	PROPN
spir-13516	90	5	(	(	PUNCT
spir-13516	90	6	2021	2021	NUM
spir-13516	90	7	)	)	PUNCT
spir-13516	90	8	.	.	PUNCT
spir-13516	91	1	chatbots	chatbot	NOUN
spir-13516	91	2	,	,	PUNCT
spir-13516	91	3	gender	gender	NOUN
spir-13516	91	4	,	,	PUNCT
spir-13516	91	5	and	and	CCONJ
spir-13516	91	6	race	race	NOUN
spir-13516	91	7	on	on	ADP
spir-13516	91	8	web	web	NOUN
spir-13516	91	9	2.0	2.0	NUM
spir-13516	91	10	platforms	platform	NOUN
spir-13516	91	11	:	:	PUNCT
spir-13516	91	12	tay	tay	NOUN
spir-13516	91	13	.	.	PUNCT
spir-13516	91	14	ai	ai	VERB
spir-13516	91	15	as	as	ADV
spir-13516	91	16	monstrous	monstrous	ADJ
spir-13516	91	17	femininity	femininity	NOUN
spir-13516	91	18	and	and	CCONJ
spir-13516	91	19	abject	abject	VERB
spir-13516	91	20	whiteness	whiteness	NOUN
spir-13516	91	21	.	.	PUNCT
spir-13516	92	1	signs	sign	NOUN
spir-13516	92	2	:	:	PUNCT
spir-13516	92	3	journal	journal	NOUN
spir-13516	92	4	of	of	ADP
spir-13516	92	5	women	woman	NOUN
spir-13516	92	6	in	in	ADP
spir-13516	92	7	culture	culture	NOUN
spir-13516	92	8	and	and	CCONJ
spir-13516	92	9	society	society	NOUN
spir-13516	92	10	,	,	PUNCT
spir-13516	92	11	47(1	47(1	NUM
spir-13516	92	12	)	)	PUNCT
spir-13516	92	13	,	,	PUNCT
spir-13516	92	14	105	105	NUM
spir-13516	92	15	-	-	SYM
spir-13516	92	16	127	127	NUM
spir-13516	92	17	.	.	PUNCT
spir-13516	93	1	weizenbaum	weizenbaum	PROPN
spir-13516	93	2	,	,	PUNCT
spir-13516	93	3	j.	j.	PROPN
spir-13516	93	4	(	(	PUNCT
spir-13516	93	5	1976	1976	NUM
spir-13516	93	6	)	)	PUNCT
spir-13516	93	7	computer	computer	NOUN
spir-13516	93	8	power	power	NOUN
spir-13516	93	9	and	and	CCONJ
spir-13516	93	10	human	human	ADJ
spir-13516	93	11	reason	reason	NOUN
spir-13516	93	12	.	.	PUNCT
spir-13516	94	1	new	new	PROPN
spir-13516	94	2	york	york	PROPN
spir-13516	94	3	:	:	PUNCT
spir-13516	94	4	w.h	w.h	PROPN
spir-13516	94	5	.	.	PROPN
spir-13516	94	6	freeman	freeman	PROPN
spir-13516	94	7	.	.	PUNCT
spir-13516	95	1	https://doi.org/10.1038/s41467-018-06930-7	https://doi.org/10.1038/s41467-018-06930-7	NUM