id	sid	tid	token	lemma	pos
spir-11277	1	1	mckeeporterhumanmachineethics.pdf	mckeeporterhumanmachineethics.pdf	PROPN
spir-11277	1	2	selected	select	VERB
spir-11277	1	3	papers	paper	NOUN
spir-11277	1	4	of	of	ADP
spir-11277	1	5	#	#	SYM
spir-11277	1	6	aoir2020	aoir2020	PROPN
spir-11277	1	7	:	:	PUNCT
spir-11277	1	8	the	the	DET
spir-11277	1	9	21st	21st	ADJ
spir-11277	1	10	annual	annual	ADJ
spir-11277	1	11	conference	conference	NOUN
spir-11277	1	12	of	of	ADP
spir-11277	1	13	the	the	DET
spir-11277	1	14	association	association	NOUN
spir-11277	1	15	of	of	ADP
spir-11277	1	16	internet	internet	NOUN
spir-11277	1	17	researchers	researcher	NOUN
spir-11277	1	18	virtual	virtual	ADJ
spir-11277	1	19	event	event	NOUN
spir-11277	1	20	/	/	PUNCT
spir-11277	1	21	27	27	NUM
spir-11277	1	22	-	-	SYM
spir-11277	1	23	31	31	NUM
spir-11277	1	24	october	october	PROPN
spir-11277	1	25	2020	2020	NUM
spir-11277	1	26	suggested	suggest	VERB
spir-11277	1	27	citation	citation	NOUN
spir-11277	1	28	(	(	PUNCT
spir-11277	1	29	apa	apa	PROPN
spir-11277	1	30	):	):	PUNCT
spir-11277	1	31	mckee	mckee	PROPN
spir-11277	1	32	,	,	PUNCT
spir-11277	1	33	heidi	heidi	PROPN
spir-11277	1	34	a.	a.	PROPN
spir-11277	1	35	,	,	PUNCT
spir-11277	1	36	&	&	CCONJ
spir-11277	1	37	porter	porter	PROPN
spir-11277	1	38	,	,	PUNCT
spir-11277	1	39	james	james	PROPN
spir-11277	1	40	e.	e.	PROPN
spir-11277	1	41	(	(	PUNCT
spir-11277	1	42	2020	2020	NUM
spir-11277	1	43	,	,	PUNCT
spir-11277	1	44	october	october	PROPN
spir-11277	1	45	)	)	PUNCT
spir-11277	1	46	.	.	PUNCT
spir-11277	2	1	human	human	ADJ
spir-11277	2	2	-	-	PUNCT
spir-11277	2	3	machine	machine	NOUN
spir-11277	2	4	writing	writing	NOUN
spir-11277	2	5	and	and	CCONJ
spir-11277	2	6	the	the	DET
spir-11277	2	7	ethics	ethic	NOUN
spir-11277	2	8	of	of	ADP
spir-11277	2	9	language	language	NOUN
spir-11277	2	10	models	model	NOUN
spir-11277	2	11	.	.	PUNCT
spir-11277	3	1	paper	paper	NOUN
spir-11277	3	2	presented	present	VERB
spir-11277	3	3	at	at	ADP
spir-11277	3	4	aoir	aoir	NOUN
spir-11277	3	5	2020	2020	NUM
spir-11277	3	6	:	:	PUNCT
spir-11277	3	7	the	the	DET
spir-11277	3	8	21th	21th	ADJ
spir-11277	3	9	annual	annual	ADJ
spir-11277	3	10	conference	conference	NOUN
spir-11277	3	11	of	of	ADP
spir-11277	3	12	the	the	DET
spir-11277	3	13	association	association	NOUN
spir-11277	3	14	of	of	ADP
spir-11277	3	15	internet	internet	NOUN
spir-11277	3	16	researchers	researcher	NOUN
spir-11277	3	17	.	.	PUNCT
spir-11277	4	1	virtual	virtual	ADJ
spir-11277	4	2	event	event	NOUN
spir-11277	4	3	:	:	PUNCT
spir-11277	4	4	aoir	aoir	NOUN
spir-11277	4	5	.	.	PUNCT
spir-11277	4	6	retrieved	retrieve	VERB
spir-11277	4	7	from	from	ADP
spir-11277	4	8	http://spir.aoir.org	http://spir.aoir.org	PROPN
spir-11277	4	9	.	.	PUNCT
spir-11277	5	1	human	human	ADJ
spir-11277	5	2	-	-	PUNCT
spir-11277	5	3	machine	machine	NOUN
spir-11277	5	4	writing	writing	NOUN
spir-11277	5	5	and	and	CCONJ
spir-11277	5	6	the	the	DET
spir-11277	5	7	ethics	ethic	NOUN
spir-11277	5	8	of	of	ADP
spir-11277	5	9	language	language	NOUN
spir-11277	5	10	models	model	NOUN
spir-11277	5	11	heidi	heidi	PROPN
spir-11277	5	12	a.	a.	PROPN
spir-11277	5	13	mckee	mckee	PROPN
spir-11277	5	14	miami	miami	PROPN
spir-11277	5	15	university	university	PROPN
spir-11277	5	16	james	james	PROPN
spir-11277	5	17	e.	e.	PROPN
spir-11277	5	18	porter	porter	PROPN
spir-11277	5	19	miami	miami	PROPN
spir-11277	5	20	university	university	PROPN
spir-11277	5	21	our	our	PRON
spir-11277	5	22	lives	life	NOUN
spir-11277	5	23	are	be	AUX
spir-11277	5	24	intimately	intimately	ADV
spir-11277	5	25	connected	connect	VERB
spir-11277	5	26	with	with	ADP
spir-11277	5	27	networked	networked	ADJ
spir-11277	5	28	writing	writing	NOUN
spir-11277	5	29	machines	machine	NOUN
spir-11277	5	30	.	.	PUNCT
spir-11277	6	1	we	we	PRON
spir-11277	6	2	write	write	VERB
spir-11277	6	3	to	to	PART
spir-11277	6	4	,	,	PUNCT
spir-11277	6	5	for	for	ADP
spir-11277	6	6	,	,	PUNCT
spir-11277	6	7	and	and	CCONJ
spir-11277	6	8	with	with	ADP
spir-11277	6	9	machines	machine	NOUN
spir-11277	6	10	—	—	PUNCT
spir-11277	6	11	and	and	CCONJ
spir-11277	6	12	machines	machine	NOUN
spir-11277	6	13	write	write	VERB
spir-11277	6	14	to	to	PART
spir-11277	6	15	,	,	PUNCT
spir-11277	6	16	for	for	ADP
spir-11277	6	17	,	,	PUNCT
spir-11277	6	18	and	and	CCONJ
spir-11277	6	19	with	with	ADP
spir-11277	6	20	us	we	PRON
spir-11277	6	21	.	.	PUNCT
spir-11277	7	1	increasingly	increasingly	ADV
spir-11277	7	2	,	,	PUNCT
spir-11277	7	3	much	much	ADJ
spir-11277	7	4	of	of	ADP
spir-11277	7	5	what	what	PRON
spir-11277	7	6	we	we	PRON
spir-11277	7	7	read	read	VERB
spir-11277	7	8	online	online	ADV
spir-11277	7	9	is	be	AUX
spir-11277	7	10	written	write	VERB
spir-11277	7	11	by	by	ADP
spir-11277	7	12	machines	machine	NOUN
spir-11277	7	13	,	,	PUNCT
spir-11277	7	14	such	such	ADJ
spir-11277	7	15	as	as	ADP
spir-11277	7	16	the	the	DET
spir-11277	7	17	newswriting	newswrite	VERB
spir-11277	7	18	bot	bot	NOUN
spir-11277	7	19	heliograf	heliograf	NOUN
spir-11277	7	20	,	,	PUNCT
spir-11277	7	21	persado	persado	VERB
spir-11277	7	22	’s	’s	PART
spir-11277	7	23	marketing	marketing	NOUN
spir-11277	7	24	copy	copy	NOUN
spir-11277	7	25	app	app	NOUN
spir-11277	7	26	,	,	PUNCT
spir-11277	7	27	narrative	narrative	NOUN
spir-11277	7	28	science	science	PROPN
spir-11277	7	29	's	's	PART
spir-11277	7	30	gamechanger	gamechanger	PROPN
spir-11277	7	31	app	app	PROPN
spir-11277	7	32	,	,	PUNCT
spir-11277	7	33	and	and	CCONJ
spir-11277	7	34	chat	chat	VERB
spir-11277	7	35	and	and	CCONJ
spir-11277	7	36	twitterbots	twitterbot	NOUN
spir-11277	7	37	too	too	ADV
spir-11277	7	38	numerous	numerous	ADJ
spir-11277	7	39	to	to	ADP
spir-11277	7	40	name	name	NOUN
spir-11277	7	41	.	.	PUNCT
spir-11277	8	1	and	and	CCONJ
spir-11277	8	2	our	our	PRON
spir-11277	8	3	emails	email	NOUN
spir-11277	8	4	and	and	CCONJ
spir-11277	8	5	other	other	ADJ
spir-11277	8	6	communications	communication	NOUN
spir-11277	8	7	are	be	AUX
spir-11277	8	8	often	often	ADV
spir-11277	8	9	co	co	VERB
spir-11277	8	10	-	-	VERB
spir-11277	8	11	written	write	VERB
spir-11277	8	12	with	with	ADP
spir-11277	8	13	machine	machine	NOUN
spir-11277	8	14	writing	write	VERB
spir-11277	8	15	agents	agent	NOUN
spir-11277	8	16	,	,	PUNCT
spir-11277	8	17	such	such	ADJ
spir-11277	8	18	as	as	ADP
spir-11277	8	19	google	google	PROPN
spir-11277	8	20	’s	’s	PART
spir-11277	8	21	smart	smart	ADJ
spir-11277	8	22	compose	compose	NOUN
spir-11277	8	23	,	,	PUNCT
spir-11277	8	24	which	which	PRON
spir-11277	8	25	suggests	suggest	VERB
spir-11277	8	26	words	word	NOUN
spir-11277	8	27	,	,	PUNCT
spir-11277	8	28	phrases	phrase	NOUN
spir-11277	8	29	and	and	CCONJ
spir-11277	8	30	sentences	sentence	NOUN
spir-11277	8	31	for	for	SCONJ
spir-11277	8	32	us	we	PRON
spir-11277	8	33	to	to	PART
spir-11277	8	34	use	use	VERB
spir-11277	8	35	.	.	PUNCT
spir-11277	9	1	the	the	DET
spir-11277	9	2	research	research	NOUN
spir-11277	9	3	we	we	PRON
spir-11277	9	4	summarize	summarize	VERB
spir-11277	9	5	here	here	ADV
spir-11277	9	6	focuses	focus	VERB
spir-11277	9	7	on	on	ADP
spir-11277	9	8	the	the	DET
spir-11277	9	9	language	language	NOUN
spir-11277	9	10	models	model	NOUN
spir-11277	9	11	or	or	CCONJ
spir-11277	9	12	"	"	PUNCT
spir-11277	9	13	informational	informational	ADJ
spir-11277	9	14	frameworks	framework	NOUN
spir-11277	9	15	"	"	PUNCT
spir-11277	9	16	(	(	PUNCT
spir-11277	9	17	russo	russo	NOUN
spir-11277	9	18	,	,	PUNCT
spir-11277	9	19	2018	2018	NUM
spir-11277	9	20	)	)	PUNCT
spir-11277	9	21	that	that	PRON
spir-11277	9	22	support	support	NOUN
spir-11277	9	23	machine	machine	NOUN
spir-11277	9	24	writing	write	VERB
spir-11277	9	25	agents	agent	NOUN
spir-11277	9	26	,	,	PUNCT
spir-11277	9	27	especially	especially	ADV
spir-11277	9	28	ai	ai	AUX
spir-11277	9	29	-	-	PUNCT
spir-11277	9	30	based	base	VERB
spir-11277	9	31	writing	writing	NOUN
spir-11277	9	32	agents	agent	NOUN
spir-11277	9	33	.	.	PUNCT
spir-11277	10	1	how	how	SCONJ
spir-11277	10	2	do	do	AUX
spir-11277	10	3	these	these	DET
spir-11277	10	4	systems	system	NOUN
spir-11277	10	5	accumulate	accumulate	VERB
spir-11277	10	6	data	datum	NOUN
spir-11277	10	7	?	?	PUNCT
spir-11277	10	8	,	,	PUNCT
spir-11277	10	9	how	how	SCONJ
spir-11277	10	10	do	do	AUX
spir-11277	10	11	they	they	PRON
spir-11277	10	12	learn	learn	VERB
spir-11277	10	13	?	?	PUNCT
spir-11277	10	14	,	,	PUNCT
spir-11277	10	15	what	what	PRON
spir-11277	10	16	are	be	AUX
spir-11277	10	17	their	their	PRON
spir-11277	10	18	principles	principle	NOUN
spir-11277	10	19	and	and	CCONJ
spir-11277	10	20	procedures	procedure	NOUN
spir-11277	10	21	for	for	ADP
spir-11277	10	22	generating	generate	VERB
spir-11277	10	23	text	text	NOUN
spir-11277	10	24	?	?	PUNCT
spir-11277	10	25	,	,	PUNCT
spir-11277	10	26	is	be	AUX
spir-11277	10	27	there	there	PRON
spir-11277	10	28	anything	anything	PRON
spir-11277	10	29	missing	miss	VERB
spir-11277	10	30	from	from	ADP
spir-11277	10	31	the	the	DET
spir-11277	10	32	model	model	NOUN
spir-11277	10	33	necessary	necessary	ADJ
spir-11277	10	34	for	for	ADP
spir-11277	10	35	effective	effective	ADJ
spir-11277	10	36	and	and	CCONJ
spir-11277	10	37	ethical	ethical	ADJ
spir-11277	10	38	communication	communication	NOUN
spir-11277	10	39	?	?	PUNCT
spir-11277	10	40	,	,	PUNCT
spir-11277	10	41	and	and	CCONJ
spir-11277	10	42	,	,	PUNCT
spir-11277	10	43	importantly	importantly	ADV
spir-11277	10	44	,	,	PUNCT
spir-11277	10	45	what	what	DET
spir-11277	10	46	ethical	ethical	ADJ
spir-11277	10	47	codes	code	NOUN
spir-11277	10	48	do	do	AUX
spir-11277	10	49	these	these	DET
spir-11277	10	50	language	language	NOUN
spir-11277	10	51	models	model	NOUN
spir-11277	10	52	embody	embody	VERB
spir-11277	10	53	?	?	PUNCT
spir-11277	11	1	our	our	PRON
spir-11277	11	2	ethics	ethic	NOUN
spir-11277	11	3	framework	framework	NOUN
spir-11277	11	4	draws	draw	VERB
spir-11277	11	5	from	from	ADP
spir-11277	11	6	the	the	DET
spir-11277	11	7	field	field	NOUN
spir-11277	11	8	of	of	ADP
spir-11277	11	9	machine	machine	NOUN
spir-11277	11	10	ethics	ethic	NOUN
spir-11277	11	11	(	(	PUNCT
spir-11277	11	12	e.g.	e.g.	ADV
spir-11277	11	13	,	,	PUNCT
spir-11277	11	14	dignum	dignum	VERB
spir-11277	11	15	,	,	PUNCT
spir-11277	11	16	2018	2018	NUM
spir-11277	11	17	;	;	PUNCT
spir-11277	11	18	floridi	floridi	ADJ
spir-11277	11	19	,	,	PUNCT
spir-11277	11	20	2018	2018	NUM
spir-11277	11	21	;	;	PUNCT
spir-11277	11	22	leikas	leika	VERB
spir-11277	11	23	et	et	PROPN
spir-11277	11	24	al	al	PROPN
spir-11277	11	25	.	.	PROPN
spir-11277	11	26	,	,	PUNCT
spir-11277	11	27	2019	2019	NUM
spir-11277	11	28	;	;	PUNCT
spir-11277	11	29	malle	malle	PROPN
spir-11277	11	30	,	,	PUNCT
spir-11277	11	31	2016	2016	NUM
spir-11277	11	32	)	)	PUNCT
spir-11277	11	33	,	,	PUNCT
spir-11277	11	34	as	as	ADV
spir-11277	11	35	well	well	ADV
spir-11277	11	36	as	as	ADP
spir-11277	11	37	communication	communication	NOUN
spir-11277	11	38	/	/	SYM
spir-11277	11	39	language	language	NOUN
spir-11277	11	40	theory	theory	NOUN
spir-11277	11	41	(	(	PUNCT
spir-11277	11	42	e.g.	e.g.	ADV
spir-11277	11	43	,	,	PUNCT
spir-11277	11	44	bengtsson	bengtsson	NOUN
spir-11277	11	45	,	,	PUNCT
spir-11277	11	46	2018	2018	NUM
spir-11277	11	47	;	;	PUNCT
spir-11277	11	48	chai	chai	NOUN
spir-11277	11	49	et	et	PROPN
spir-11277	11	50	al	al	PROPN
spir-11277	11	51	.	.	PROPN
spir-11277	11	52	,	,	PUNCT
spir-11277	11	53	2016	2016	NUM
spir-11277	11	54	;	;	PUNCT
spir-11277	11	55	mckee	mckee	PROPN
spir-11277	11	56	&	&	CCONJ
spir-11277	11	57	porter	porter	PROPN
spir-11277	11	58	,	,	PUNCT
spir-11277	11	59	2017	2017	NUM
spir-11277	11	60	;	;	PUNCT
spir-11277	11	61	mckee	mckee	PROPN
spir-11277	11	62	&	&	CCONJ
spir-11277	11	63	porter	porter	PROPN
spir-11277	11	64	,	,	PUNCT
spir-11277	11	65	2020	2020	NUM
spir-11277	11	66	)	)	PUNCT
spir-11277	11	67	.	.	PUNCT
spir-11277	12	1	ethical	ethical	ADJ
spir-11277	12	2	assumptions	assumption	NOUN
spir-11277	12	3	in	in	ADP
spir-11277	12	4	language	language	NOUN
spir-11277	12	5	models	model	NOUN
spir-11277	12	6	how	how	SCONJ
spir-11277	12	7	ai	ai	AUX
spir-11277	12	8	agents	agent	NOUN
spir-11277	12	9	operate	operate	VERB
spir-11277	12	10	is	be	AUX
spir-11277	12	11	,	,	PUNCT
spir-11277	12	12	of	of	ADP
spir-11277	12	13	course	course	NOUN
spir-11277	12	14	,	,	PUNCT
spir-11277	12	15	shaped	shape	VERB
spir-11277	12	16	by	by	ADP
spir-11277	12	17	how	how	SCONJ
spir-11277	12	18	they	they	PRON
spir-11277	12	19	learn	learn	VERB
spir-11277	12	20	language	language	NOUN
spir-11277	12	21	in	in	ADP
spir-11277	12	22	the	the	DET
spir-11277	12	23	first	first	ADJ
spir-11277	12	24	place	place	NOUN
spir-11277	12	25	.	.	PUNCT
spir-11277	13	1	often	often	ADV
spir-11277	13	2	,	,	PUNCT
spir-11277	13	3	ai	ai	AUX
spir-11277	13	4	writing	write	VERB
spir-11277	13	5	systems	system	NOUN
spir-11277	13	6	employ	employ	VERB
spir-11277	13	7	a	a	DET
spir-11277	13	8	language	language	NOUN
spir-11277	13	9	model	model	NOUN
spir-11277	13	10	based	base	VERB
spir-11277	13	11	on	on	ADP
spir-11277	13	12	a	a	DET
spir-11277	13	13	reductive	reductive	ADJ
spir-11277	13	14	,	,	PUNCT
spir-11277	13	15	formalist	formalist	ADJ
spir-11277	13	16	model	model	NOUN
spir-11277	13	17	of	of	ADP
spir-11277	13	18	text	text	NOUN
spir-11277	13	19	generation	generation	NOUN
spir-11277	13	20	.	.	PUNCT
spir-11277	14	1	for	for	ADP
spir-11277	14	2	example	example	NOUN
spir-11277	14	3	,	,	PUNCT
spir-11277	14	4	the	the	DET
spir-11277	14	5	talk	talk	NOUN
spir-11277	14	6	to	to	PART
spir-11277	14	7	transformer	transformer	VERB
spir-11277	14	8	app	app	NOUN
spir-11277	14	9	takes	take	VERB
spir-11277	14	10	a	a	DET
spir-11277	14	11	short	short	ADJ
spir-11277	14	12	textual	textual	ADJ
spir-11277	14	13	prompt	prompt	NOUN
spir-11277	14	14	and	and	CCONJ
spir-11277	14	15	,	,	PUNCT
spir-11277	14	16	using	use	VERB
spir-11277	14	17	gpt-2	gpt-2	NUM
spir-11277	14	18	,	,	PUNCT
spir-11277	14	19	an	an	DET
spir-11277	14	20	openai	openai	NOUN
spir-11277	14	21	generative	generative	ADJ
spir-11277	14	22	language	language	NOUN
spir-11277	14	23	model	model	NOUN
spir-11277	14	24	,	,	PUNCT
spir-11277	14	25	creates	create	VERB
spir-11277	14	26	a	a	DET
spir-11277	14	27	written	write	VERB
spir-11277	14	28	article	article	NOUN
spir-11277	14	29	from	from	ADP
spir-11277	14	30	that	that	DET
spir-11277	14	31	prompt	prompt	NOUN
spir-11277	14	32	,	,	PUNCT
spir-11277	14	33	using	use	VERB
spir-11277	14	34	a	a	DET
spir-11277	14	35	predictive	predictive	ADJ
spir-11277	14	36	model	model	NOUN
spir-11277	14	37	that	that	PRON
spir-11277	14	38	creates	create	VERB
spir-11277	14	39	new	new	ADJ
spir-11277	14	40	text	text	NOUN
spir-11277	14	41	based	base	VERB
spir-11277	14	42	on	on	ADP
spir-11277	14	43	the	the	DET
spir-11277	14	44	preceding	precede	VERB
spir-11277	14	45	text	text	NOUN
spir-11277	14	46	(	(	PUNCT
spir-11277	14	47	openai	openai	PROPN
spir-11277	14	48	,	,	PUNCT
spir-11277	14	49	2019	2019	NUM
spir-11277	14	50	;	;	PUNCT
spir-11277	15	1	radford	radford	PROPN
spir-11277	15	2	et	et	PROPN
spir-11277	15	3	al	al	PROPN
spir-11277	15	4	.	.	PROPN
spir-11277	15	5	,	,	PUNCT
spir-11277	15	6	2019	2019	NUM
spir-11277	15	7	)	)	PUNCT
spir-11277	15	8	.	.	PUNCT
spir-11277	16	1	this	this	DET
spir-11277	16	2	linear	linear	PROPN
spir-11277	16	3	model	model	NOUN
spir-11277	16	4	(	(	PUNCT
spir-11277	16	5	aligned	align	VERB
spir-11277	16	6	with	with	ADP
spir-11277	16	7	the	the	DET
spir-11277	16	8	shannon	shannon	PROPN
spir-11277	16	9	-	-	PUNCT
spir-11277	16	10	weaver	weaver	NOUN
spir-11277	16	11	model	model	NOUN
spir-11277	16	12	)	)	PUNCT
spir-11277	16	13	is	be	AUX
spir-11277	16	14	based	base	VERB
spir-11277	16	15	on	on	ADP
spir-11277	16	16	a	a	DET
spir-11277	16	17	questionable	questionable	ADJ
spir-11277	16	18	core	core	NOUN
spir-11277	16	19	assumption	assumption	NOUN
spir-11277	16	20	:	:	PUNCT
spir-11277	16	21	that	that	SCONJ
spir-11277	16	22	meaning	meaning	NOUN
spir-11277	16	23	arises	arise	VERB
spir-11277	16	24	solely	solely	ADV
spir-11277	16	25	based	base	VERB
spir-11277	16	26	on	on	ADP
spir-11277	16	27	combining	combine	VERB
spir-11277	16	28	topic	topic	NOUN
spir-11277	16	29	knowledge	knowledge	NOUN
spir-11277	16	30	(	(	PUNCT
spir-11277	16	31	derived	derive	VERB
spir-11277	16	32	from	from	ADP
spir-11277	16	33	a	a	DET
spir-11277	16	34	database	database	NOUN
spir-11277	16	35	)	)	PUNCT
spir-11277	16	36	with	with	ADP
spir-11277	16	37	a	a	DET
spir-11277	16	38	grammatical	grammatical	ADJ
spir-11277	16	39	/	/	SYM
spir-11277	16	40	syntactical	syntactical	ADJ
spir-11277	16	41	notion	notion	NOUN
spir-11277	16	42	of	of	ADP
spir-11277	16	43	text	text	NOUN
spir-11277	16	44	coherence	coherence	NOUN
spir-11277	16	45	.	.	PUNCT
spir-11277	17	1	but	but	CCONJ
spir-11277	17	2	what	what	PRON
spir-11277	17	3	is	be	AUX
spir-11277	17	4	missing	miss	VERB
spir-11277	17	5	in	in	ADP
spir-11277	17	6	this	this	DET
spir-11277	17	7	model	model	NOUN
spir-11277	17	8	is	be	AUX
spir-11277	17	9	the	the	DET
spir-11277	17	10	crucial	crucial	ADJ
spir-11277	17	11	element	element	NOUN
spir-11277	17	12	shaping	shape	VERB
spir-11277	17	13	any	any	DET
spir-11277	17	14	communication	communication	NOUN
spir-11277	17	15	:	:	PUNCT
spir-11277	17	16	the	the	DET
spir-11277	17	17	context	context	NOUN
spir-11277	17	18	,	,	PUNCT
spir-11277	17	19	including	include	VERB
spir-11277	17	20	audience	audience	NOUN
spir-11277	17	21	,	,	PUNCT
spir-11277	17	22	exigence	exigence	NOUN
spir-11277	17	23	,	,	PUNCT
spir-11277	17	24	purpose	purpose	NOUN
spir-11277	17	25	,	,	PUNCT
spir-11277	17	26	and	and	CCONJ
spir-11277	17	27	ethical	ethical	ADJ
spir-11277	17	28	understandings	understanding	NOUN
spir-11277	17	29	.	.	PUNCT
spir-11277	18	1	the	the	DET
spir-11277	18	2	linear	linear	PROPN
spir-11277	18	3	model	model	NOUN
spir-11277	18	4	’s	’s	PART
spir-11277	18	5	approach	approach	NOUN
spir-11277	18	6	to	to	ADP
spir-11277	18	7	coherence	coherence	NOUN
spir-11277	18	8	is	be	AUX
spir-11277	18	9	based	base	VERB
spir-11277	18	10	on	on	ADP
spir-11277	18	11	a	a	DET
spir-11277	18	12	formalist	formalist	ADJ
spir-11277	18	13	notion	notion	NOUN
spir-11277	18	14	of	of	ADP
spir-11277	18	15	textual	textual	ADJ
spir-11277	18	16	coherence	coherence	NOUN
spir-11277	18	17	(	(	PUNCT
spir-11277	18	18	does	do	AUX
spir-11277	18	19	one	one	NUM
spir-11277	18	20	piece	piece	NOUN
spir-11277	18	21	of	of	ADP
spir-11277	18	22	text	text	NOUN
spir-11277	18	23	follow	follow	VERB
spir-11277	18	24	topically	topically	ADV
spir-11277	18	25	from	from	ADP
spir-11277	18	26	another	another	PRON
spir-11277	18	27	?	?	PUNCT
spir-11277	18	28	)	)	PUNCT
spir-11277	18	29	versus	versus	ADP
spir-11277	18	30	a	a	DET
spir-11277	18	31	social	social	ADJ
spir-11277	18	32	notion	notion	NOUN
spir-11277	18	33	of	of	ADP
spir-11277	18	34	coherence	coherence	NOUN
spir-11277	18	35	that	that	PRON
spir-11277	18	36	involves	involve	VERB
spir-11277	18	37	human	human	ADJ
spir-11277	18	38	participation	participation	NOUN
spir-11277	18	39	(	(	PUNCT
spir-11277	18	40	does	do	AUX
spir-11277	18	41	the	the	DET
spir-11277	18	42	text	text	NOUN
spir-11277	18	43	make	make	VERB
spir-11277	18	44	sense	sense	NOUN
spir-11277	18	45	to	to	ADP
spir-11277	18	46	some	some	DET
spir-11277	18	47	intended	intend	VERB
spir-11277	18	48	readers	reader	NOUN
spir-11277	18	49	in	in	ADP
spir-11277	18	50	the	the	DET
spir-11277	18	51	contexts	context	NOUN
spir-11277	18	52	of	of	ADP
spir-11277	18	53	interaction	interaction	NOUN
spir-11277	18	54	?	?	PUNCT
spir-11277	19	1	does	do	AUX
spir-11277	19	2	the	the	DET
spir-11277	19	3	text	text	NOUN
spir-11277	19	4	serve	serve	VERB
spir-11277	19	5	a	a	DET
spir-11277	19	6	meaningful	meaningful	ADJ
spir-11277	19	7	social	social	ADJ
spir-11277	19	8	purpose	purpose	NOUN
spir-11277	19	9	?	?	PUNCT
spir-11277	19	10	)	)	PUNCT
spir-11277	19	11	.	.	PUNCT
spir-11277	20	1	the	the	DET
spir-11277	20	2	ethical	ethical	ADJ
spir-11277	20	3	implication	implication	NOUN
spir-11277	20	4	of	of	ADP
spir-11277	20	5	this	this	DET
spir-11277	20	6	linear	linear	ADJ
spir-11277	20	7	model	model	NOUN
spir-11277	20	8	is	be	AUX
spir-11277	20	9	that	that	SCONJ
spir-11277	20	10	communication	communication	NOUN
spir-11277	20	11	is	be	AUX
spir-11277	20	12	a	a	DET
spir-11277	20	13	oneway	oneway	ADJ
spir-11277	20	14	process	process	NOUN
spir-11277	20	15	in	in	ADP
spir-11277	20	16	which	which	PRON
spir-11277	20	17	the	the	DET
spir-11277	20	18	communicator	communicator	NOUN
spir-11277	20	19	is	be	AUX
spir-11277	20	20	the	the	DET
spir-11277	20	21	expert	expert	NOUN
spir-11277	20	22	who	who	PRON
spir-11277	20	23	"	"	PUNCT
spir-11277	20	24	packages	package	VERB
spir-11277	20	25	"	"	PUNCT
spir-11277	20	26	knowledge	knowledge	NOUN
spir-11277	20	27	or	or	CCONJ
spir-11277	20	28	information	information	NOUN
spir-11277	20	29	into	into	ADP
spir-11277	20	30	a	a	DET
spir-11277	20	31	text	text	NOUN
spir-11277	20	32	,	,	PUNCT
spir-11277	20	33	which	which	PRON
spir-11277	20	34	is	be	AUX
spir-11277	20	35	then	then	ADV
spir-11277	20	36	transmitted	transmit	VERB
spir-11277	20	37	to	to	ADP
spir-11277	20	38	the	the	DET
spir-11277	20	39	uninformed	uninformed	ADJ
spir-11277	20	40	audience	audience	NOUN
spir-11277	20	41	,	,	PUNCT
spir-11277	20	42	who	who	PRON
spir-11277	20	43	contributes	contribute	VERB
spir-11277	20	44	little	little	ADJ
spir-11277	20	45	or	or	CCONJ
spir-11277	20	46	nothing	nothing	PRON
spir-11277	20	47	to	to	PART
spir-11277	20	48	knowledge	knowledge	VERB
spir-11277	20	49	formation	formation	NOUN
spir-11277	20	50	.	.	PUNCT
spir-11277	21	1	the	the	DET
spir-11277	21	2	linear	linear	PROPN
spir-11277	21	3	model	model	NOUN
spir-11277	21	4	contrasts	contrast	VERB
spir-11277	21	5	with	with	ADP
spir-11277	21	6	a	a	DET
spir-11277	21	7	more	more	ADV
spir-11277	21	8	social	social	ADJ
spir-11277	21	9	/	/	SYM
spir-11277	21	10	participatory	participatory	ADJ
spir-11277	21	11	ethical	ethical	ADJ
spir-11277	21	12	model	model	NOUN
spir-11277	21	13	,	,	PUNCT
spir-11277	21	14	which	which	PRON
spir-11277	21	15	begins	begin	VERB
spir-11277	21	16	by	by	ADP
spir-11277	21	17	acknowledging	acknowledge	VERB
spir-11277	21	18	the	the	DET
spir-11277	21	19	vital	vital	ADJ
spir-11277	21	20	contribution	contribution	NOUN
spir-11277	21	21	of	of	ADP
spir-11277	21	22	the	the	DET
spir-11277	21	23	audience	audience	NOUN
spir-11277	21	24	to	to	ADP
spir-11277	21	25	meaning	mean	VERB
spir-11277	21	26	making	making	NOUN
spir-11277	21	27	and	and	CCONJ
spir-11277	21	28	,	,	PUNCT
spir-11277	21	29	further	far	ADV
spir-11277	21	30	,	,	PUNCT
spir-11277	21	31	by	by	ADP
spir-11277	21	32	recognizing	recognize	VERB
spir-11277	21	33	that	that	SCONJ
spir-11277	21	34	the	the	DET
spir-11277	21	35	exigence	exigence	NOUN
spir-11277	21	36	for	for	ADP
spir-11277	21	37	communication	communication	NOUN
spir-11277	21	38	arises	arise	VERB
spir-11277	21	39	from	from	ADP
spir-11277	21	40	audience	audience	NOUN
spir-11277	21	41	in	in	ADP
spir-11277	21	42	the	the	DET
spir-11277	21	43	first	first	ADJ
spir-11277	21	44	place	place	NOUN
spir-11277	21	45	.	.	PUNCT
spir-11277	22	1	communication	communication	NOUN
spir-11277	22	2	and	and	CCONJ
spir-11277	22	3	meaning	meaning	NOUN
spir-11277	22	4	-	-	PUNCT
spir-11277	22	5	making	making	NOUN
spir-11277	22	6	are	be	AUX
spir-11277	22	7	collaborative	collaborative	ADJ
spir-11277	22	8	processes	process	NOUN
spir-11277	22	9	.	.	PUNCT
spir-11277	23	1	an	an	DET
spir-11277	23	2	ethical	ethical	ADJ
spir-11277	23	3	approach	approach	NOUN
spir-11277	23	4	recognizes	recognize	VERB
spir-11277	23	5	that	that	SCONJ
spir-11277	23	6	meaning	meaning	NOUN
spir-11277	23	7	-	-	PUNCT
spir-11277	23	8	making	making	NOUN
spir-11277	23	9	is	be	AUX
spir-11277	23	10	constructed	construct	VERB
spir-11277	23	11	by	by	ADP
spir-11277	23	12	interlocutors	interlocutor	NOUN
spir-11277	23	13	within	within	ADP
spir-11277	23	14	the	the	DET
spir-11277	23	15	rhetorical	rhetorical	ADJ
spir-11277	23	16	context	context	NOUN
spir-11277	23	17	in	in	ADP
spir-11277	23	18	which	which	PRON
spir-11277	23	19	their	their	PRON
spir-11277	23	20	communications	communication	NOUN
spir-11277	23	21	circulate	circulate	VERB
spir-11277	23	22	(	(	PUNCT
spir-11277	23	23	mckee	mckee	PROPN
spir-11277	23	24	&	&	CCONJ
spir-11277	23	25	porter	porter	PROPN
spir-11277	23	26	,	,	PUNCT
spir-11277	23	27	2020	2020	NUM
spir-11277	23	28	)	)	PUNCT
spir-11277	23	29	.	.	PUNCT
spir-11277	24	1	examples	example	NOUN
spir-11277	24	2	of	of	ADP
spir-11277	24	3	machine	machine	NOUN
spir-11277	24	4	writing	write	VERB
spir-11277	24	5	agents	agent	NOUN
spir-11277	24	6	writing	write	VERB
spir-11277	24	7	machines	machine	NOUN
spir-11277	24	8	will	will	AUX
spir-11277	24	9	never	never	ADV
spir-11277	24	10	write	write	VERB
spir-11277	24	11	ethically	ethically	ADV
spir-11277	24	12	if	if	SCONJ
spir-11277	24	13	they	they	PRON
spir-11277	24	14	are	be	AUX
spir-11277	24	15	simply	simply	ADV
spir-11277	24	16	writing	write	VERB
spir-11277	24	17	for	for	ADP
spir-11277	24	18	textual	textual	ADJ
spir-11277	24	19	coherence	coherence	NOUN
spir-11277	24	20	,	,	PUNCT
spir-11277	24	21	an	an	DET
spir-11277	24	22	extreme	extreme	ADJ
spir-11277	24	23	example	example	NOUN
spir-11277	24	24	of	of	ADP
spir-11277	24	25	this	this	DET
spir-11277	24	26	problem	problem	NOUN
spir-11277	24	27	is	be	AUX
spir-11277	24	28	microsoft	microsoft	PROPN
spir-11277	24	29	’s	’s	PART
spir-11277	24	30	tay	tay	PROPN
spir-11277	24	31	,	,	PUNCT
spir-11277	24	32	who	who	PRON
spir-11277	24	33	was	be	AUX
spir-11277	24	34	grammatically	grammatically	ADV
spir-11277	24	35	and	and	CCONJ
spir-11277	24	36	syntactically	syntactically	ADV
spir-11277	24	37	correct	correct	ADJ
spir-11277	24	38	but	but	CCONJ
spir-11277	24	39	who	who	PRON
spir-11277	24	40	also	also	ADV
spir-11277	24	41	,	,	PUNCT
spir-11277	24	42	in	in	ADP
spir-11277	24	43	less	less	ADJ
spir-11277	24	44	than	than	ADP
spir-11277	24	45	24	24	NUM
spir-11277	24	46	hours	hour	NOUN
spir-11277	24	47	,	,	PUNCT
spir-11277	24	48	became	become	VERB
spir-11277	24	49	a	a	DET
spir-11277	24	50	racist	racist	ADJ
spir-11277	24	51	,	,	PUNCT
spir-11277	24	52	xenophobic	xenophobic	ADJ
spir-11277	24	53	,	,	PUNCT
spir-11277	24	54	anti	anti	ADJ
spir-11277	24	55	-	-	ADJ
spir-11277	24	56	semitic	semitic	ADJ
spir-11277	24	57	,	,	PUNCT
spir-11277	24	58	anti	anti	ADJ
spir-11277	24	59	-	-	ADJ
spir-11277	24	60	feminist	feminist	ADJ
spir-11277	24	61	supporter	supporter	NOUN
spir-11277	24	62	of	of	ADP
spir-11277	24	63	white	white	ADJ
spir-11277	24	64	nationalism	nationalism	NOUN
spir-11277	24	65	because	because	SCONJ
spir-11277	24	66	the	the	DET
spir-11277	24	67	machine	machine	NOUN
spir-11277	24	68	had	have	AUX
spir-11277	24	69	not	not	PART
spir-11277	24	70	been	be	AUX
spir-11277	24	71	designed	design	VERB
spir-11277	24	72	or	or	CCONJ
spir-11277	24	73	programmed	program	VERB
spir-11277	24	74	with	with	ADP
spir-11277	24	75	context	context	NOUN
spir-11277	24	76	in	in	ADP
spir-11277	24	77	mind	mind	NOUN
spir-11277	24	78	.	.	PUNCT
spir-11277	25	1	but	but	CCONJ
spir-11277	25	2	not	not	PART
spir-11277	25	3	all	all	DET
spir-11277	25	4	machine	machine	NOUN
spir-11277	25	5	writers	writer	NOUN
spir-11277	25	6	fail	fail	VERB
spir-11277	25	7	.	.	PUNCT
spir-11277	26	1	they	they	PRON
spir-11277	26	2	are	be	AUX
spir-11277	26	3	generally	generally	ADV
spir-11277	26	4	effective	effective	ADJ
spir-11277	26	5	handling	handle	VERB
spir-11277	26	6	very	very	ADV
spir-11277	26	7	well	well	ADV
spir-11277	26	8	-	-	PUNCT
spir-11277	26	9	defined	define	VERB
spir-11277	26	10	tasks	task	NOUN
spir-11277	26	11	with	with	ADP
spir-11277	26	12	established	establish	VERB
spir-11277	26	13	genre	genre	NOUN
spir-11277	26	14	conventions	convention	NOUN
spir-11277	26	15	,	,	PUNCT
spir-11277	26	16	clearly	clearly	ADV
spir-11277	26	17	identified	identify	VERB
spir-11277	26	18	audience	audience	NOUN
spir-11277	26	19	needs	need	NOUN
spir-11277	26	20	,	,	PUNCT
spir-11277	26	21	and	and	CCONJ
spir-11277	26	22	predictable	predictable	ADJ
spir-11277	26	23	interaction	interaction	NOUN
spir-11277	26	24	scripts	script	NOUN
spir-11277	26	25	(	(	PUNCT
spir-11277	26	26	e.g.	e.g.	ADV
spir-11277	26	27	,	,	PUNCT
spir-11277	26	28	customer	customer	NOUN
spir-11277	26	29	service	service	NOUN
spir-11277	26	30	bots	bot	NOUN
spir-11277	26	31	who	who	PRON
spir-11277	26	32	offer	offer	VERB
spir-11277	26	33	set	set	VERB
spir-11277	26	34	solutions	solution	NOUN
spir-11277	26	35	to	to	ADP
spir-11277	26	36	common	common	ADJ
spir-11277	26	37	problems	problem	NOUN
spir-11277	26	38	)	)	PUNCT
spir-11277	26	39	.	.	PUNCT
spir-11277	27	1	not	not	PART
spir-11277	27	2	surprisingly	surprisingly	ADV
spir-11277	27	3	,	,	PUNCT
spir-11277	27	4	where	where	SCONJ
spir-11277	27	5	machine	machine	NOUN
spir-11277	27	6	writers	writer	NOUN
spir-11277	27	7	struggle	struggle	VERB
spir-11277	27	8	most	most	ADV
spir-11277	27	9	is	be	AUX
spir-11277	27	10	in	in	ADP
spir-11277	27	11	openended	openende	VERB
spir-11277	27	12	situations	situation	NOUN
spir-11277	27	13	with	with	ADP
spir-11277	27	14	multiple	multiple	ADJ
spir-11277	27	15	audiences	audience	NOUN
spir-11277	27	16	,	,	PUNCT
spir-11277	27	17	competing	compete	VERB
spir-11277	27	18	needs	need	NOUN
spir-11277	27	19	,	,	PUNCT
spir-11277	27	20	unclear	unclear	ADJ
spir-11277	27	21	expectations	expectation	NOUN
spir-11277	27	22	,	,	PUNCT
spir-11277	27	23	complex	complex	ADJ
spir-11277	27	24	contexts	contexts	NOUN
spir-11277	27	25	,	,	PUNCT
spir-11277	27	26	and/or	and/or	CCONJ
spir-11277	27	27	incomplete	incomplete	ADJ
spir-11277	27	28	data	datum	NOUN
spir-11277	27	29	.	.	PUNCT
spir-11277	28	1	a	a	DET
spir-11277	28	2	well	well	ADV
spir-11277	28	3	-	-	PUNCT
spir-11277	28	4	known	know	VERB
spir-11277	28	5	ai	ai	NOUN
spir-11277	28	6	agent	agent	NOUN
spir-11277	28	7	is	be	AUX
spir-11277	28	8	narrative	narrative	NOUN
spir-11277	28	9	science	science	NOUN
spir-11277	28	10	’s	’s	PART
spir-11277	28	11	quill	quill	NOUN
spir-11277	28	12	,	,	PUNCT
spir-11277	28	13	which	which	PRON
spir-11277	28	14	powers	power	VERB
spir-11277	28	15	the	the	DET
spir-11277	28	16	gamechanger	gamechanger	PROPN
spir-11277	28	17	app	app	PROPN
spir-11277	28	18	that	that	PRON
spir-11277	28	19	writes	write	VERB
spir-11277	28	20	recaps	recap	NOUN
spir-11277	28	21	for	for	ADP
spir-11277	28	22	youth	youth	NOUN
spir-11277	28	23	sports	sport	NOUN
spir-11277	28	24	,	,	PUNCT
spir-11277	28	25	taking	take	VERB
spir-11277	28	26	the	the	DET
spir-11277	28	27	game	game	NOUN
spir-11277	28	28	box	box	NOUN
spir-11277	28	29	score	score	NOUN
spir-11277	28	30	and	and	CCONJ
spir-11277	28	31	converting	convert	VERB
spir-11277	28	32	it	it	PRON
spir-11277	28	33	into	into	ADP
spir-11277	28	34	a	a	DET
spir-11277	28	35	narrative	narrative	ADJ
spir-11277	28	36	story	story	NOUN
spir-11277	28	37	.	.	PUNCT
spir-11277	29	1	the	the	DET
spir-11277	29	2	linear	linear	PROPN
spir-11277	29	3	model	model	NOUN
spir-11277	29	4	shaping	shape	VERB
spir-11277	29	5	gamechanger	gamechanger	PROPN
spir-11277	29	6	—	—	PUNCT
spir-11277	29	7	if	if	SCONJ
spir-11277	29	8	x	x	X
spir-11277	29	9	in	in	ADP
spir-11277	29	10	box	box	NOUN
spir-11277	29	11	score	score	NOUN
spir-11277	29	12	,	,	PUNCT
spir-11277	29	13	write	write	VERB
spir-11277	29	14	y	y	PROPN
spir-11277	29	15	—	—	PUNCT
spir-11277	29	16	limits	limit	VERB
spir-11277	29	17	its	its	PRON
spir-11277	29	18	reporting	reporting	NOUN
spir-11277	29	19	,	,	PUNCT
spir-11277	29	20	in	in	ADP
spir-11277	29	21	ways	way	NOUN
spir-11277	29	22	that	that	SCONJ
spir-11277	29	23	if	if	SCONJ
spir-11277	29	24	you	you	PRON
spir-11277	29	25	were	be	AUX
spir-11277	29	26	at	at	ADP
spir-11277	29	27	the	the	DET
spir-11277	29	28	game	game	NOUN
spir-11277	29	29	,	,	PUNCT
spir-11277	29	30	can	can	AUX
spir-11277	29	31	be	be	AUX
spir-11277	29	32	quite	quite	ADV
spir-11277	29	33	humorous	humorous	ADJ
spir-11277	29	34	.	.	PUNCT
spir-11277	30	1	the	the	DET
spir-11277	30	2	box	box	PROPN
spir-11277	30	3	score	score	NOUN
spir-11277	30	4	reads	read	VERB
spir-11277	30	5	derek	derek	PROPN
spir-11277	30	6	johnson	johnson	PROPN
spir-11277	30	7	1	1	NUM
spir-11277	30	8	hr	hr	NOUN
spir-11277	30	9	is	be	AUX
spir-11277	30	10	translated	translate	VERB
spir-11277	30	11	into	into	ADP
spir-11277	30	12	“	"	PUNCT
spir-11277	30	13	derek	derek	PROPN
spir-11277	30	14	j.	j.	PROPN
spir-11277	30	15	smashed	smash	VERB
spir-11277	30	16	a	a	DET
spir-11277	30	17	home	home	NOUN
spir-11277	30	18	run	run	NOUN
spir-11277	30	19	,	,	PUNCT
spir-11277	30	20	”	"	PUNCT
spir-11277	30	21	converting	convert	VERB
spir-11277	30	22	the	the	DET
spir-11277	30	23	data	datum	NOUN
spir-11277	30	24	into	into	ADP
spir-11277	30	25	a	a	DET
spir-11277	30	26	full	full	ADJ
spir-11277	30	27	sentence	sentence	NOUN
spir-11277	30	28	with	with	ADP
spir-11277	30	29	an	an	DET
spir-11277	30	30	action	action	NOUN
spir-11277	30	31	verb	verb	NOUN
spir-11277	30	32	.	.	PUNCT
spir-11277	31	1	but	but	CCONJ
spir-11277	31	2	that	that	DET
spir-11277	31	3	home	home	NOUN
spir-11277	31	4	run	run	NOUN
spir-11277	31	5	was	be	AUX
spir-11277	31	6	no	no	DET
spir-11277	31	7	"	"	PUNCT
spir-11277	31	8	smash	smash	NOUN
spir-11277	31	9	,	,	PUNCT
spir-11277	31	10	"	"	PUNCT
spir-11277	31	11	it	it	PRON
spir-11277	31	12	was	be	AUX
spir-11277	31	13	a	a	DET
spir-11277	31	14	dribbler	dribbler	NOUN
spir-11277	31	15	that	that	PRON
spir-11277	31	16	the	the	DET
spir-11277	31	17	infielders	infielder	NOUN
spir-11277	31	18	and	and	CCONJ
spir-11277	31	19	outfielders	outfielder	NOUN
spir-11277	31	20	muffed	muff	VERB
spir-11277	31	21	.	.	PUNCT
spir-11277	32	1	without	without	ADP
spir-11277	32	2	the	the	DET
spir-11277	32	3	full	full	ADJ
spir-11277	32	4	context	context	NOUN
spir-11277	32	5	,	,	PUNCT
spir-11277	32	6	it	it	PRON
spir-11277	32	7	’s	’	VERB
spir-11277	32	8	hard	hard	ADV
spir-11277	32	9	for	for	SCONJ
spir-11277	32	10	gamechanger	gamechanger	PROPN
spir-11277	32	11	to	to	PART
spir-11277	32	12	actually	actually	ADV
spir-11277	32	13	tell	tell	VERB
spir-11277	32	14	an	an	DET
spir-11277	32	15	accurate	accurate	ADJ
spir-11277	32	16	story	story	NOUN
spir-11277	32	17	of	of	ADP
spir-11277	32	18	the	the	DET
spir-11277	32	19	game	game	NOUN
spir-11277	32	20	.	.	PUNCT
spir-11277	33	1	youth	youth	NOUN
spir-11277	33	2	sports	sport	NOUN
spir-11277	33	3	games	game	NOUN
spir-11277	33	4	are	be	AUX
spir-11277	33	5	not	not	PART
spir-11277	33	6	high	high	ADJ
spir-11277	33	7	stakes	stake	NOUN
spir-11277	33	8	events	event	NOUN
spir-11277	33	9	,	,	PUNCT
spir-11277	33	10	but	but	CCONJ
spir-11277	33	11	what	what	PRON
spir-11277	33	12	happens	happen	VERB
spir-11277	33	13	when	when	SCONJ
spir-11277	33	14	ai	ai	VERB
spir-11277	33	15	is	be	AUX
spir-11277	33	16	the	the	DET
spir-11277	33	17	sole	sole	ADJ
spir-11277	33	18	reporter	reporter	NOUN
spir-11277	33	19	for	for	ADP
spir-11277	33	20	more	more	ADV
spir-11277	33	21	significant	significant	ADJ
spir-11277	33	22	events	event	NOUN
spir-11277	33	23	—	—	PUNCT
spir-11277	33	24	elections	election	NOUN
spir-11277	33	25	,	,	PUNCT
spir-11277	33	26	for	for	ADP
spir-11277	33	27	example	example	NOUN
spir-11277	33	28	,	,	PUNCT
spir-11277	33	29	or	or	CCONJ
spir-11277	33	30	protest	protest	NOUN
spir-11277	33	31	marches	marche	NOUN
spir-11277	33	32	?	?	PUNCT
spir-11277	34	1	the	the	DET
spir-11277	34	2	limitations	limitation	NOUN
spir-11277	34	3	regarding	regard	VERB
spir-11277	34	4	context	context	NOUN
spir-11277	34	5	become	become	VERB
spir-11277	34	6	much	much	ADV
spir-11277	34	7	more	more	ADV
spir-11277	34	8	significant	significant	ADJ
spir-11277	34	9	and	and	CCONJ
spir-11277	34	10	ethically	ethically	ADV
spir-11277	34	11	problematic	problematic	ADJ
spir-11277	34	12	as	as	SCONJ
spir-11277	34	13	communication	communication	NOUN
spir-11277	34	14	stakes	stake	NOUN
spir-11277	34	15	are	be	AUX
spir-11277	34	16	higher	high	ADJ
spir-11277	34	17	.	.	PUNCT
spir-11277	35	1	bottom	bottom	ADJ
spir-11277	35	2	line	line	NOUN
spir-11277	35	3	is	be	AUX
spir-11277	35	4	that	that	SCONJ
spir-11277	35	5	context	context	NOUN
spir-11277	35	6	matters	matter	NOUN
spir-11277	35	7	and	and	CCONJ
spir-11277	35	8	not	not	PART
spir-11277	35	9	all	all	DET
spir-11277	35	10	ai	ai	VERB
spir-11277	35	11	systems	system	NOUN
spir-11277	35	12	can	can	AUX
spir-11277	35	13	navigate	navigate	VERB
spir-11277	35	14	context	context	NOUN
spir-11277	35	15	adequately	adequately	ADV
spir-11277	35	16	.	.	PUNCT
spir-11277	36	1	in	in	ADP
spir-11277	36	2	our	our	PRON
spir-11277	36	3	interview	interview	NOUN
spir-11277	36	4	with	with	ADP
spir-11277	36	5	dennis	dennis	PROPN
spir-11277	36	6	mortensen	mortensen	PROPN
spir-11277	36	7	,	,	PUNCT
spir-11277	36	8	ceo	ceo	NOUN
spir-11277	36	9	and	and	CCONJ
spir-11277	36	10	founder	founder	NOUN
spir-11277	36	11	of	of	ADP
spir-11277	36	12	x.ai	x.ai	PROPN
spir-11277	36	13	and	and	CCONJ
spir-11277	36	14	creator	creator	PROPN
spir-11277	36	15	of	of	ADP
spir-11277	36	16	amy	amy	PROPN
spir-11277	36	17	ingram	ingram	PROPN
spir-11277	36	18	,	,	PUNCT
spir-11277	36	19	the	the	DET
spir-11277	36	20	online	online	ADJ
spir-11277	36	21	,	,	PUNCT
spir-11277	36	22	ai	ai	AUX
spir-11277	36	23	-	-	PUNCT
spir-11277	36	24	based	base	VERB
spir-11277	36	25	scheduling	scheduling	NOUN
spir-11277	36	26	assistant	assistant	NOUN
spir-11277	36	27	,	,	PUNCT
spir-11277	36	28	he	he	PRON
spir-11277	36	29	discussed	discuss	VERB
spir-11277	36	30	the	the	DET
spir-11277	36	31	complexity	complexity	NOUN
spir-11277	36	32	of	of	ADP
spir-11277	36	33	context	context	NOUN
spir-11277	36	34	in	in	ADP
spir-11277	36	35	something	something	PRON
spir-11277	36	36	as	as	ADP
spir-11277	36	37	seemingly	seemingly	ADV
spir-11277	36	38	simple	simple	ADJ
spir-11277	36	39	as	as	ADP
spir-11277	36	40	setting	set	VERB
spir-11277	36	41	up	up	ADP
spir-11277	36	42	a	a	DET
spir-11277	36	43	meeting	meeting	NOUN
spir-11277	36	44	:	:	PUNCT
spir-11277	36	45	“	"	PUNCT
spir-11277	36	46	even	even	ADV
spir-11277	36	47	when	when	SCONJ
spir-11277	36	48	[	[	X
spir-11277	36	49	humans	human	NOUN
spir-11277	36	50	]	]	PUNCT
spir-11277	36	51	speak	speak	VERB
spir-11277	36	52	to	to	ADP
spir-11277	36	53	time	time	NOUN
spir-11277	36	54	,	,	PUNCT
spir-11277	36	55	sometimes	sometimes	ADV
spir-11277	36	56	it	it	PRON
spir-11277	36	57	does	do	AUX
spir-11277	36	58	n’t	not	PART
spir-11277	36	59	even	even	ADV
spir-11277	36	60	look	look	VERB
spir-11277	36	61	like	like	ADP
spir-11277	36	62	time	time	NOUN
spir-11277	36	63	.	.	PUNCT
spir-11277	37	1	they	they	PRON
spir-11277	37	2	’ll	’ll	AUX
spir-11277	37	3	say	say	VERB
spir-11277	37	4	things	thing	NOUN
spir-11277	37	5	like	like	ADP
spir-11277	37	6	,	,	PUNCT
spir-11277	37	7	‘	'	PUNCT
spir-11277	37	8	let	let	VERB
spir-11277	37	9	’s	’s	PRON
spir-11277	37	10	meet	meet	VERB
spir-11277	37	11	up	up	ADP
spir-11277	37	12	later	later	ADV
spir-11277	37	13	.	.	PUNCT
spir-11277	37	14	’	'	PUNCT
spir-11277	38	1	later	later	ADV
spir-11277	38	2	?	?	PUNCT
spir-11277	39	1	what	what	PRON
spir-11277	39	2	does	do	AUX
spir-11277	39	3	that	that	PRON
spir-11277	39	4	mean	mean	VERB
spir-11277	39	5	?	?	PUNCT
spir-11277	39	6	”	"	PUNCT
spir-11277	39	7	preparing	prepare	VERB
spir-11277	39	8	ai	ai	PROPN
spir-11277	39	9	agent	agent	NOUN
spir-11277	39	10	amy	amy	NOUN
spir-11277	39	11	for	for	ADP
spir-11277	39	12	market	market	NOUN
spir-11277	39	13	took	take	VERB
spir-11277	39	14	years	year	NOUN
spir-11277	39	15	and	and	CCONJ
spir-11277	39	16	required	require	VERB
spir-11277	39	17	over	over	ADP
spir-11277	39	18	65	65	NUM
spir-11277	39	19	human	human	ADJ
spir-11277	39	20	trainers	trainer	NOUN
spir-11277	39	21	because	because	SCONJ
spir-11277	39	22	,	,	PUNCT
spir-11277	39	23	as	as	SCONJ
spir-11277	39	24	mortensen	mortensen	PROPN
spir-11277	39	25	explained	explain	VERB
spir-11277	39	26	to	to	ADP
spir-11277	39	27	us	we	PRON
spir-11277	39	28	,	,	PUNCT
spir-11277	39	29	“	"	PUNCT
spir-11277	39	30	we	we	PRON
spir-11277	39	31	need[ed	need[ed	VERB
spir-11277	39	32	]	]	PUNCT
spir-11277	39	33	to	to	PART
spir-11277	39	34	train	train	VERB
spir-11277	39	35	on	on	ADP
spir-11277	39	36	ambiguity	ambiguity	NOUN
spir-11277	39	37	.	.	PUNCT
spir-11277	40	1	amy	amy	PROPN
spir-11277	40	2	needs	need	VERB
spir-11277	40	3	to	to	PART
spir-11277	40	4	exist	exist	VERB
spir-11277	40	5	in	in	ADP
spir-11277	40	6	your	your	PRON
spir-11277	40	7	[	[	X
spir-11277	40	8	human	human	ADJ
spir-11277	40	9	]	]	X
spir-11277	40	10	universe	universe	NOUN
spir-11277	40	11	.	.	PUNCT
spir-11277	40	12	”	"	PUNCT
spir-11277	41	1	what	what	PRON
spir-11277	41	2	mortensen	mortensen	PROPN
spir-11277	41	3	realized	realize	VERB
spir-11277	41	4	was	be	AUX
spir-11277	41	5	that	that	SCONJ
spir-11277	41	6	his	his	PRON
spir-11277	41	7	ai	ai	ADJ
spir-11277	41	8	-	-	PUNCT
spir-11277	41	9	writing	writing	NOUN
spir-11277	41	10	system	system	NOUN
spir-11277	41	11	needed	need	VERB
spir-11277	41	12	human	human	ADJ
spir-11277	41	13	help	help	NOUN
spir-11277	41	14	—	—	PUNCT
spir-11277	41	15	it	it	PRON
spir-11277	41	16	needed	need	VERB
spir-11277	41	17	human	human	ADJ
spir-11277	41	18	common	common	ADJ
spir-11277	41	19	sense	sense	NOUN
spir-11277	41	20	(	(	PUNCT
spir-11277	41	21	hao	hao	PROPN
spir-11277	41	22	,	,	PUNCT
spir-11277	41	23	2020	2020	NUM
spir-11277	41	24	)	)	PUNCT
spir-11277	41	25	and	and	CCONJ
spir-11277	41	26	practical	practical	ADJ
spir-11277	41	27	reason	reason	NOUN
spir-11277	41	28	(	(	PUNCT
spir-11277	41	29	marcus	marcus	PROPN
spir-11277	41	30	&	&	CCONJ
spir-11277	41	31	davis	davis	PROPN
spir-11277	41	32	,	,	PUNCT
spir-11277	41	33	2020	2020	NUM
spir-11277	41	34	)	)	PUNCT
spir-11277	41	35	,	,	PUNCT
spir-11277	41	36	it	it	PRON
spir-11277	41	37	needed	need	VERB
spir-11277	41	38	to	to	PART
spir-11277	41	39	understand	understand	VERB
spir-11277	41	40	the	the	DET
spir-11277	41	41	exigencies	exigency	NOUN
spir-11277	41	42	of	of	ADP
spir-11277	41	43	the	the	DET
spir-11277	41	44	situation	situation	NOUN
spir-11277	41	45	and	and	CCONJ
spir-11277	41	46	the	the	DET
spir-11277	41	47	needs	need	NOUN
spir-11277	41	48	of	of	ADP
spir-11277	41	49	human	human	ADJ
spir-11277	41	50	participants	participant	NOUN
spir-11277	41	51	,	,	PUNCT
spir-11277	41	52	and	and	CCONJ
spir-11277	41	53	it	it	PRON
spir-11277	41	54	needed	need	VERB
spir-11277	41	55	the	the	DET
spir-11277	41	56	capacity	capacity	NOUN
spir-11277	41	57	for	for	ADP
spir-11277	41	58	human	human	ADJ
spir-11277	41	59	inference	inference	NOUN
spir-11277	41	60	-	-	PUNCT
spir-11277	41	61	drawing	drawing	NOUN
spir-11277	41	62	(	(	PUNCT
spir-11277	41	63	i.e.	i.e.	X
spir-11277	41	64	,	,	PUNCT
spir-11277	41	65	the	the	DET
spir-11277	41	66	ability	ability	NOUN
spir-11277	41	67	to	to	PART
spir-11277	41	68	determine	determine	VERB
spir-11277	41	69	what	what	PRON
spir-11277	41	70	is	be	AUX
spir-11277	41	71	needed	need	VERB
spir-11277	41	72	even	even	ADV
spir-11277	41	73	if	if	SCONJ
spir-11277	41	74	it	it	PRON
spir-11277	41	75	is	be	AUX
spir-11277	41	76	not	not	PART
spir-11277	41	77	clearly	clearly	ADV
spir-11277	41	78	and	and	CCONJ
spir-11277	41	79	explicitly	explicitly	ADV
spir-11277	41	80	articulated	articulated	ADJ
spir-11277	41	81	)	)	PUNCT
spir-11277	41	82	.	.	PUNCT
spir-11277	42	1	there	there	PRON
spir-11277	42	2	are	be	VERB
spir-11277	42	3	some	some	DET
spir-11277	42	4	ai	ai	NOUN
spir-11277	42	5	-	-	PUNCT
spir-11277	42	6	based	base	VERB
spir-11277	42	7	writing	writing	NOUN
spir-11277	42	8	systems	system	NOUN
spir-11277	42	9	that	that	PRON
spir-11277	42	10	assess	assess	VERB
spir-11277	42	11	audience	audience	NOUN
spir-11277	42	12	needs	need	NOUN
spir-11277	42	13	.	.	PUNCT
spir-11277	43	1	figaredo	figaredo	PROPN
spir-11277	43	2	(	(	PUNCT
spir-11277	43	3	2020	2020	NUM
spir-11277	43	4	)	)	PUNCT
spir-11277	43	5	discusses	discuss	VERB
spir-11277	43	6	how	how	SCONJ
spir-11277	43	7	an	an	DET
spir-11277	43	8	ai	ai	NOUN
spir-11277	43	9	-	-	PUNCT
spir-11277	43	10	based	base	VERB
spir-11277	43	11	learning	learning	NOUN
spir-11277	43	12	management	management	NOUN
spir-11277	43	13	system	system	NOUN
spir-11277	43	14	can	can	AUX
spir-11277	43	15	collect	collect	VERB
spir-11277	43	16	information	information	NOUN
spir-11277	43	17	abouts	about	NOUN
spir-11277	43	18	its	its	PRON
spir-11277	43	19	student	student	NOUN
spir-11277	43	20	audience	audience	NOUN
spir-11277	43	21	using	use	VERB
spir-11277	43	22	the	the	DET
spir-11277	43	23	lms	lm	NOUN
spir-11277	43	24	itself	itself	PRON
spir-11277	43	25	as	as	ADP
spir-11277	43	26	a	a	DET
spir-11277	43	27	database	database	NOUN
spir-11277	43	28	informing	inform	VERB
spir-11277	43	29	its	its	PRON
spir-11277	43	30	choices	choice	NOUN
spir-11277	43	31	about	about	ADP
spir-11277	43	32	"	"	PUNCT
spir-11277	43	33	how	how	SCONJ
spir-11277	43	34	to	to	PART
spir-11277	43	35	adapt	adapt	VERB
spir-11277	43	36	course	course	NOUN
spir-11277	43	37	design	design	NOUN
spir-11277	43	38	to	to	ADP
spir-11277	43	39	student	student	NOUN
spir-11277	43	40	needs	need	NOUN
spir-11277	43	41	.	.	PUNCT
spir-11277	43	42	"	"	PUNCT
spir-11277	44	1	similarly	similarly	ADV
spir-11277	44	2	,	,	PUNCT
spir-11277	44	3	the	the	DET
spir-11277	44	4	ai	ai	NOUN
spir-11277	44	5	-	-	PUNCT
spir-11277	44	6	based	base	VERB
spir-11277	44	7	marketing	marketing	NOUN
spir-11277	44	8	app	app	NOUN
spir-11277	44	9	persado	persado	NOUN
spir-11277	44	10	collects	collect	VERB
spir-11277	44	11	information	information	NOUN
spir-11277	44	12	about	about	ADP
spir-11277	44	13	users	user	NOUN
spir-11277	44	14	to	to	PART
spir-11277	44	15	predict	predict	VERB
spir-11277	44	16	what	what	PRON
spir-11277	44	17	kind	kind	NOUN
spir-11277	44	18	of	of	ADP
spir-11277	44	19	marketing	marketing	NOUN
spir-11277	44	20	messaging	messaging	NOUN
spir-11277	44	21	will	will	AUX
spir-11277	44	22	be	be	AUX
spir-11277	44	23	effective	effective	ADJ
spir-11277	44	24	with	with	ADP
spir-11277	44	25	different	different	ADJ
spir-11277	44	26	customers	customer	NOUN
spir-11277	44	27	.	.	PUNCT
spir-11277	45	1	it	it	PRON
spir-11277	45	2	,	,	PUNCT
spir-11277	45	3	too	too	ADV
spir-11277	45	4	,	,	PUNCT
spir-11277	45	5	has	have	VERB
spir-11277	45	6	some	some	DET
spir-11277	45	7	contextual	contextual	ADJ
spir-11277	45	8	awareness	awareness	NOUN
spir-11277	45	9	of	of	ADP
spir-11277	45	10	audience	audience	NOUN
spir-11277	45	11	built	build	VERB
spir-11277	45	12	into	into	ADP
spir-11277	45	13	its	its	PRON
spir-11277	45	14	production	production	NOUN
spir-11277	45	15	system	system	NOUN
spir-11277	45	16	.	.	PUNCT
spir-11277	46	1	we	we	PRON
spir-11277	46	2	say	say	VERB
spir-11277	46	3	"	"	PUNCT
spir-11277	46	4	some	some	DET
spir-11277	46	5	awareness	awareness	NOUN
spir-11277	46	6	,	,	PUNCT
spir-11277	46	7	"	"	PUNCT
spir-11277	46	8	because	because	SCONJ
spir-11277	46	9	it	it	PRON
spir-11277	46	10	would	would	AUX
spir-11277	46	11	be	be	AUX
spir-11277	46	12	dangerous	dangerous	ADJ
spir-11277	46	13	assume	assume	NOUN
spir-11277	46	14	that	that	SCONJ
spir-11277	46	15	the	the	DET
spir-11277	46	16	data	datum	NOUN
spir-11277	46	17	collected	collect	VERB
spir-11277	46	18	adequately	adequately	ADV
spir-11277	46	19	captures	capture	NOUN
spir-11277	46	20	readers	reader	NOUN
spir-11277	46	21	'	'	PART
spir-11277	46	22	needs	need	NOUN
spir-11277	46	23	or	or	CCONJ
spir-11277	46	24	that	that	SCONJ
spir-11277	46	25	the	the	DET
spir-11277	46	26	data	data	NOUN
spir-11277	46	27	is	be	AUX
spir-11277	46	28	implemented	implement	VERB
spir-11277	46	29	ethically	ethically	ADV
spir-11277	46	30	.	.	PUNCT
spir-11277	47	1	merely	merely	ADV
spir-11277	47	2	drawing	draw	VERB
spir-11277	47	3	from	from	ADP
spir-11277	47	4	"	"	PUNCT
spir-11277	47	5	big	big	ADJ
spir-11277	47	6	data	datum	NOUN
spir-11277	47	7	"	"	PUNCT
spir-11277	47	8	does	do	AUX
spir-11277	47	9	not	not	PART
spir-11277	47	10	guarantee	guarantee	VERB
spir-11277	47	11	that	that	SCONJ
spir-11277	47	12	the	the	DET
spir-11277	47	13	data	datum	NOUN
spir-11277	47	14	are	be	AUX
spir-11277	47	15	relevant	relevant	ADJ
spir-11277	47	16	or	or	CCONJ
spir-11277	47	17	right	right	ADJ
spir-11277	47	18	or	or	CCONJ
spir-11277	47	19	used	use	VERB
spir-11277	47	20	with	with	ADP
spir-11277	47	21	the	the	DET
spir-11277	47	22	audience	audience	NOUN
spir-11277	47	23	's	's	PART
spir-11277	47	24	benefit	benefit	NOUN
spir-11277	47	25	in	in	ADP
spir-11277	47	26	mind	mind	NOUN
spir-11277	47	27	:	:	PUNCT
spir-11277	47	28	big	big	ADJ
spir-11277	47	29	is	be	AUX
spir-11277	47	30	not	not	PART
spir-11277	47	31	necessarily	necessarily	ADV
spir-11277	47	32	helpful	helpful	ADJ
spir-11277	47	33	or	or	CCONJ
spir-11277	47	34	ethical	ethical	ADJ
spir-11277	47	35	;	;	PUNCT
spir-11277	47	36	it	it	PRON
spir-11277	47	37	can	can	AUX
spir-11277	47	38	be	be	AUX
spir-11277	47	39	manipulative	manipulative	ADJ
spir-11277	47	40	.	.	PUNCT
spir-11277	48	1	conclusions	conclusion	NOUN
spir-11277	48	2	(	(	PUNCT
spir-11277	48	3	1	1	NUM
spir-11277	48	4	)	)	PUNCT
spir-11277	48	5	for	for	ADP
spir-11277	48	6	now	now	ADV
spir-11277	48	7	machine	machine	NOUN
spir-11277	48	8	writing	writing	NOUN
spir-11277	48	9	systems	system	NOUN
spir-11277	48	10	still	still	ADV
spir-11277	48	11	need	need	VERB
spir-11277	48	12	humans	human	NOUN
spir-11277	48	13	—	—	PUNCT
spir-11277	48	14	particularly	particularly	ADV
spir-11277	48	15	for	for	ADP
spir-11277	48	16	the	the	DET
spir-11277	48	17	ethical	ethical	ADJ
spir-11277	48	18	guidance	guidance	NOUN
spir-11277	48	19	required	require	VERB
spir-11277	48	20	in	in	ADP
spir-11277	48	21	any	any	DET
spir-11277	48	22	communication	communication	NOUN
spir-11277	48	23	interaction	interaction	NOUN
spir-11277	48	24	.	.	PUNCT
spir-11277	49	1	(	(	PUNCT
spir-11277	49	2	2	2	X
spir-11277	49	3	)	)	PUNCT
spir-11277	49	4	human	human	ADJ
spir-11277	49	5	writers	writer	NOUN
spir-11277	49	6	need	need	VERB
spir-11277	49	7	to	to	PART
spir-11277	49	8	understand	understand	VERB
spir-11277	49	9	the	the	DET
spir-11277	49	10	affordances	affordance	NOUN
spir-11277	49	11	and	and	CCONJ
spir-11277	49	12	limitations	limitation	NOUN
spir-11277	49	13	of	of	ADP
spir-11277	49	14	their	their	PRON
spir-11277	49	15	machine	machine	NOUN
spir-11277	49	16	writing	writing	NOUN
spir-11277	49	17	assistants	assistant	NOUN
spir-11277	49	18	.	.	PUNCT
spir-11277	50	1	where	where	SCONJ
spir-11277	50	2	and	and	CCONJ
spir-11277	50	3	how	how	SCONJ
spir-11277	50	4	can	can	AUX
spir-11277	50	5	the	the	DET
spir-11277	50	6	ai	ai	AUX
spir-11277	50	7	writing	writing	NOUN
spir-11277	50	8	systems	system	NOUN
spir-11277	50	9	be	be	AUX
spir-11277	50	10	useful	useful	ADJ
spir-11277	50	11	—	—	PUNCT
spir-11277	50	12	and	and	CCONJ
spir-11277	50	13	maybe	maybe	ADV
spir-11277	50	14	at	at	ADP
spir-11277	50	15	times	time	NOUN
spir-11277	50	16	even	even	ADV
spir-11277	50	17	better	well	ADJ
spir-11277	50	18	than	than	ADP
spir-11277	50	19	the	the	DET
spir-11277	50	20	human	human	ADJ
spir-11277	50	21	writer	writer	NOUN
spir-11277	50	22	?	?	PUNCT
spir-11277	51	1	where	where	SCONJ
spir-11277	51	2	and	and	CCONJ
spir-11277	51	3	when	when	SCONJ
spir-11277	51	4	do	do	AUX
spir-11277	51	5	they	they	PRON
spir-11277	51	6	need	need	VERB
spir-11277	51	7	human	human	ADJ
spir-11277	51	8	writer	writer	NOUN
spir-11277	51	9	intervention	intervention	NOUN
spir-11277	51	10	?	?	PUNCT
spir-11277	52	1	(	(	PUNCT
spir-11277	52	2	3	3	X
spir-11277	52	3	)	)	PUNCT
spir-11277	52	4	ai	ai	AUX
spir-11277	52	5	-	-	PUNCT
spir-11277	52	6	writing	writing	NOUN
spir-11277	52	7	system	system	NOUN
spir-11277	52	8	designers	designer	NOUN
spir-11277	52	9	need	need	VERB
spir-11277	52	10	to	to	PART
spir-11277	52	11	critically	critically	ADV
spir-11277	52	12	examine	examine	VERB
spir-11277	52	13	the	the	DET
spir-11277	52	14	language	language	NOUN
spir-11277	52	15	models	model	NOUN
spir-11277	52	16	they	they	PRON
spir-11277	52	17	are	be	AUX
spir-11277	52	18	building	build	VERB
spir-11277	52	19	for	for	ADP
spir-11277	52	20	these	these	DET
spir-11277	52	21	systems	system	NOUN
spir-11277	52	22	.	.	PUNCT
spir-11277	53	1	we	we	PRON
spir-11277	53	2	need	need	VERB
spir-11277	53	3	to	to	PART
spir-11277	53	4	move	move	VERB
spir-11277	53	5	beyond	beyond	ADP
spir-11277	53	6	formalist	formalist	NOUN
spir-11277	53	7	,	,	PUNCT
spir-11277	53	8	linear	linear	ADJ
spir-11277	53	9	input	input	NOUN
spir-11277	53	10	models	model	NOUN
spir-11277	53	11	to	to	ADP
spir-11277	53	12	more	more	ADV
spir-11277	53	13	complex	complex	ADJ
spir-11277	53	14	social	social	ADJ
spir-11277	53	15	and	and	CCONJ
spir-11277	53	16	contextual	contextual	ADJ
spir-11277	53	17	models	model	NOUN
spir-11277	53	18	that	that	PRON
spir-11277	53	19	account	account	VERB
spir-11277	53	20	for	for	ADP
spir-11277	53	21	the	the	DET
spir-11277	53	22	broader	broad	ADJ
spir-11277	53	23	and	and	CCONJ
spir-11277	53	24	,	,	PUNCT
spir-11277	53	25	yes	yes	INTJ
spir-11277	53	26	,	,	PUNCT
spir-11277	53	27	messier	messy	ADJ
spir-11277	53	28	contexts	context	NOUN
spir-11277	53	29	in	in	ADP
spir-11277	53	30	which	which	PRON
spir-11277	53	31	communication	communication	NOUN
spir-11277	53	32	arises	arise	VERB
spir-11277	53	33	and	and	CCONJ
spir-11277	53	34	circulates	circulate	VERB
spir-11277	53	35	.	.	PUNCT
spir-11277	54	1	references	reference	NOUN
spir-11277	54	2	bengtsson	bengtsson	PROPN
spir-11277	54	3	,	,	PUNCT
spir-11277	54	4	stina	stina	PROPN
spir-11277	54	5	.	.	PUNCT
spir-11277	55	1	(	(	PUNCT
spir-11277	55	2	2018	2018	NUM
spir-11277	55	3	)	)	PUNCT
spir-11277	55	4	.	.	PUNCT
spir-11277	56	1	ethics	ethic	NOUN
spir-11277	56	2	exists	exist	VERB
spir-11277	56	3	in	in	ADP
spir-11277	56	4	communication	communication	NOUN
spir-11277	56	5	:	:	PUNCT
spir-11277	56	6	human	human	ADJ
spir-11277	56	7	-	-	PUNCT
spir-11277	56	8	machine	machine	NOUN
spir-11277	56	9	ethics	ethic	NOUN
spir-11277	56	10	beyond	beyond	ADP
spir-11277	56	11	the	the	DET
spir-11277	56	12	actor	actor	NOUN
spir-11277	56	13	-	-	PUNCT
spir-11277	56	14	network	network	NOUN
spir-11277	56	15	.	.	PUNCT
spir-11277	57	1	media@lse	media@lse	ADP
spir-11277	57	2	working	working	PROPN
spir-11277	57	3	paper	paper	NOUN
spir-11277	57	4	series	series	NOUN
spir-11277	57	5	,	,	PUNCT
spir-11277	57	6	london	london	PROPN
spir-11277	57	7	school	school	NOUN
spir-11277	57	8	of	of	ADP
spir-11277	57	9	economics	economic	NOUN
spir-11277	57	10	and	and	CCONJ
spir-11277	57	11	political	political	ADJ
spir-11277	57	12	science	science	NOUN
spir-11277	57	13	.	.	PUNCT
spir-11277	58	1	oai	oai	PROPN
spir-11277	58	2	:	:	PUNCT
spir-11277	58	3	diva.org	diva.org	NUM
spir-11277	58	4	:	:	PUNCT
spir-11277	58	5	sh-37239	sh-37239	ADJ
spir-11277	58	6	chai	chai	NOUN
spir-11277	58	7	,	,	PUNCT
spir-11277	58	8	joyce	joyce	PROPN
spir-11277	58	9	y.	y.	PROPN
spir-11277	58	10	,	,	PUNCT
spir-11277	58	11	fang	fang	PROPN
spir-11277	58	12	,	,	PUNCT
spir-11277	58	13	rui	rui	PROPN
spir-11277	58	14	,	,	PUNCT
spir-11277	58	15	liu	liu	PROPN
spir-11277	58	16	,	,	PUNCT
spir-11277	58	17	changsong	changsong	PROPN
spir-11277	58	18	,	,	PUNCT
spir-11277	58	19	&	&	CCONJ
spir-11277	58	20	she	she	PRON
spir-11277	58	21	,	,	PUNCT
spir-11277	58	22	lanbo	lanbo	ADP
spir-11277	58	23	.	.	PUNCT
spir-11277	59	1	(	(	PUNCT
spir-11277	59	2	2016	2016	NUM
spir-11277	59	3	)	)	PUNCT
spir-11277	59	4	.	.	PUNCT
spir-11277	60	1	collaborative	collaborative	ADJ
spir-11277	60	2	language	language	NOUN
spir-11277	60	3	grounding	ground	VERB
spir-11277	60	4	toward	toward	ADP
spir-11277	60	5	situated	situated	ADJ
spir-11277	60	6	human	human	ADJ
spir-11277	60	7	-	-	PUNCT
spir-11277	60	8	robot	robot	NOUN
spir-11277	60	9	dialogue	dialogue	NOUN
spir-11277	60	10	.	.	PUNCT
spir-11277	61	1	ai	ai	PROPN
spir-11277	61	2	magazine	magazine	NOUN
spir-11277	61	3	,	,	PUNCT
spir-11277	61	4	37(4	37(4	PROPN
spir-11277	61	5	)	)	PUNCT
spir-11277	61	6	,	,	PUNCT
spir-11277	61	7	32	32	NUM
spir-11277	61	8	–	–	PUNCT
spir-11277	61	9	45	45	NUM
spir-11277	61	10	.	.	PUNCT
spir-11277	62	1	doi	doi	NOUN
spir-11277	62	2	:	:	PUNCT
spir-11277	62	3	https://doi.org/10.1609/aimag.v37i4.2684	https://doi.org/10.1609/aimag.v37i4.2684	NOUN
spir-11277	62	4	dignum	dignum	PROPN
spir-11277	62	5	,	,	PUNCT
spir-11277	62	6	virginia	virginia	PROPN
spir-11277	62	7	.	.	PUNCT
spir-11277	63	1	(	(	PUNCT
spir-11277	63	2	2018	2018	NUM
spir-11277	63	3	)	)	PUNCT
spir-11277	63	4	.	.	PUNCT
spir-11277	64	1	ethics	ethic	NOUN
spir-11277	64	2	in	in	ADP
spir-11277	64	3	artificial	artificial	ADJ
spir-11277	64	4	intelligence	intelligence	NOUN
spir-11277	64	5	:	:	PUNCT
spir-11277	64	6	introduction	introduction	NOUN
spir-11277	64	7	to	to	ADP
spir-11277	64	8	the	the	DET
spir-11277	64	9	special	special	ADJ
spir-11277	64	10	issue	issue	NOUN
spir-11277	64	11	.	.	PUNCT
spir-11277	65	1	ethics	ethic	NOUN
spir-11277	65	2	and	and	CCONJ
spir-11277	65	3	information	information	NOUN
spir-11277	65	4	technology	technology	NOUN
spir-11277	65	5	,	,	PUNCT
spir-11277	65	6	20(1	20(1	NUM
spir-11277	65	7	)	)	PUNCT
spir-11277	65	8	,	,	PUNCT
spir-11277	65	9	1	1	NUM
spir-11277	65	10	-	-	SYM
spir-11277	65	11	3	3	NUM
spir-11277	65	12	.	.	PUNCT
spir-11277	66	1	doi	doi	NOUN
spir-11277	66	2	:	:	PUNCT
spir-11277	66	3	https://doi.org/10.1007/s10676018-9450-z	https://doi.org/10.1007/s10676018-9450-z	ADJ
spir-11277	66	4	figaredo	figaredo	NOUN
spir-11277	66	5	,	,	PUNCT
spir-11277	66	6	domínguez	domínguez	NOUN
spir-11277	66	7	d.	d.	PROPN
spir-11277	66	8	(	(	PUNCT
spir-11277	66	9	2020	2020	NUM
spir-11277	66	10	)	)	PUNCT
spir-11277	66	11	.	.	PUNCT
spir-11277	67	1	data	data	NOUN
spir-11277	67	2	-	-	PUNCT
spir-11277	67	3	driven	drive	VERB
spir-11277	67	4	educational	educational	ADJ
spir-11277	67	5	algorithms	algorithm	NOUN
spir-11277	67	6	pedagogical	pedagogical	ADJ
spir-11277	67	7	framing	framing	NOUN
spir-11277	67	8	.	.	PUNCT
spir-11277	68	1	ried	rie	VERB
spir-11277	68	2	.	.	PUNCT
spir-11277	69	1	revista	revista	PROPN
spir-11277	69	2	iberoamericana	iberoamericana	PROPN
spir-11277	69	3	de	de	PROPN
spir-11277	69	4	educación	educación	PROPN
spir-11277	69	5	a	a	DET
spir-11277	69	6	distancia	distancia	PROPN
spir-11277	69	7	,	,	PUNCT
spir-11277	69	8	23(2	23(2	NOUN
spir-11277	69	9	)	)	PUNCT
spir-11277	69	10	,	,	PUNCT
spir-11277	69	11	65	65	NUM
spir-11277	69	12	-	-	SYM
spir-11277	69	13	84	84	NUM
spir-11277	69	14	.	.	PUNCT
spir-11277	70	1	doi	doi	NOUN
spir-11277	70	2	:	:	PUNCT
spir-11277	70	3	http://dx.doi.org/10.5944/ried.23.2.26470	http://dx.doi.org/10.5944/ried.23.2.26470	NOUN
spir-11277	70	4	floridi	floridi	ADJ
spir-11277	70	5	,	,	PUNCT
spir-11277	70	6	luciano	luciano	PROPN
spir-11277	70	7	.	.	PUNCT
spir-11277	71	1	(	(	PUNCT
spir-11277	71	2	2018	2018	NUM
spir-11277	71	3	)	)	PUNCT
spir-11277	71	4	.	.	PUNCT
spir-11277	72	1	semantic	semantic	ADJ
spir-11277	72	2	capital	capital	NOUN
spir-11277	72	3	:	:	PUNCT
spir-11277	72	4	its	its	PRON
spir-11277	72	5	nature	nature	NOUN
spir-11277	72	6	,	,	PUNCT
spir-11277	72	7	value	value	NOUN
spir-11277	72	8	,	,	PUNCT
spir-11277	72	9	and	and	CCONJ
spir-11277	72	10	curation	curation	NOUN
spir-11277	72	11	.	.	PUNCT
spir-11277	73	1	philosophy	philosophy	NOUN
spir-11277	73	2	&	&	CCONJ
spir-11277	73	3	technology	technology	PROPN
spir-11277	73	4	,	,	PUNCT
spir-11277	73	5	31	31	NUM
spir-11277	73	6	,	,	PUNCT
spir-11277	73	7	481	481	NUM
spir-11277	73	8	-	-	SYM
spir-11277	73	9	497	497	NUM
spir-11277	73	10	.	.	PUNCT
spir-11277	74	1	doi	doi	NOUN
spir-11277	74	2	:	:	PUNCT
spir-11277	74	3	https://doi.org/10.1007/s13347-018-0335-1	https://doi.org/10.1007/s13347-018-0335-1	PROPN
spir-11277	74	4	hao	hao	PROPN
spir-11277	74	5	,	,	PUNCT
spir-11277	74	6	karen	karen	PROPN
spir-11277	74	7	.	.	PUNCT
spir-11277	75	1	(	(	PUNCT
spir-11277	75	2	2020	2020	NUM
spir-11277	75	3	,	,	PUNCT
spir-11277	75	4	january	january	PROPN
spir-11277	75	5	31	31	NUM
spir-11277	75	6	)	)	PUNCT
spir-11277	75	7	.	.	PUNCT
spir-11277	76	1	ai	ai	AUX
spir-11277	76	2	still	still	ADV
spir-11277	76	3	does	do	AUX
spir-11277	76	4	n't	not	PART
spir-11277	76	5	have	have	VERB
spir-11277	76	6	the	the	DET
spir-11277	76	7	common	common	ADJ
spir-11277	76	8	sense	sense	NOUN
spir-11277	76	9	to	to	PART
spir-11277	76	10	understand	understand	VERB
spir-11277	76	11	human	human	ADJ
spir-11277	76	12	language	language	NOUN
spir-11277	76	13	.	.	PUNCT
spir-11277	77	1	mit	mit	PROPN
spir-11277	77	2	technology	technology	PROPN
spir-11277	77	3	review	review	NOUN
spir-11277	77	4	.	.	PUNCT
spir-11277	78	1	https://www.technologyreview.com/s/615126/ai-common-sense-reads-humanlanguage-ai2/	https://www.technologyreview.com/s/615126/ai-common-sense-reads-humanlanguage-ai2/	NOUN
spir-11277	78	2	leikas	leikas	PROPN
spir-11277	78	3	,	,	PUNCT
spir-11277	78	4	jaana	jaana	PROPN
spir-11277	78	5	,	,	PUNCT
spir-11277	78	6	koivisto	koivisto	PROPN
spir-11277	78	7	,	,	PUNCT
spir-11277	78	8	raija	raija	NOUN
spir-11277	78	9	,	,	PUNCT
spir-11277	78	10	&	&	CCONJ
spir-11277	78	11	gotcheva	gotcheva	PROPN
spir-11277	78	12	,	,	PUNCT
spir-11277	78	13	nadezhda	nadezhda	NOUN
spir-11277	78	14	.	.	PUNCT
spir-11277	79	1	(	(	PUNCT
spir-11277	79	2	2019	2019	NUM
spir-11277	79	3	)	)	PUNCT
spir-11277	79	4	.	.	PUNCT
spir-11277	80	1	ethical	ethical	ADJ
spir-11277	80	2	framework	framework	NOUN
spir-11277	80	3	for	for	ADP
spir-11277	80	4	designing	design	VERB
spir-11277	80	5	autonomous	autonomous	ADJ
spir-11277	80	6	intelligent	intelligent	ADJ
spir-11277	80	7	systems	system	NOUN
spir-11277	80	8	.	.	PUNCT
spir-11277	81	1	journal	journal	NOUN
spir-11277	81	2	of	of	ADP
spir-11277	81	3	open	open	ADJ
spir-11277	81	4	innovation	innovation	NOUN
spir-11277	81	5	,	,	PUNCT
spir-11277	81	6	5(1	5(1	NUM
spir-11277	81	7	)	)	PUNCT
spir-11277	81	8	,	,	PUNCT
spir-11277	81	9	18	18	NUM
spir-11277	81	10	.	.	PUNCT
spir-11277	81	11	https://doi.org/10.3390/joitmc5010018	https://doi.org/10.3390/joitmc5010018	PROPN
spir-11277	81	12	malle	malle	PROPN
spir-11277	81	13	,	,	PUNCT
spir-11277	81	14	bertram	bertram	PROPN
spir-11277	81	15	f.	f.	PROPN
spir-11277	81	16	(	(	PUNCT
spir-11277	81	17	2016	2016	NUM
spir-11277	81	18	)	)	PUNCT
spir-11277	81	19	.	.	PUNCT
spir-11277	82	1	integrating	integrate	VERB
spir-11277	82	2	robot	robot	NOUN
spir-11277	82	3	ethics	ethic	NOUN
spir-11277	82	4	and	and	CCONJ
spir-11277	82	5	machine	machine	NOUN
spir-11277	82	6	morality	morality	NOUN
spir-11277	82	7	:	:	PUNCT
spir-11277	82	8	the	the	DET
spir-11277	82	9	study	study	NOUN
spir-11277	82	10	and	and	CCONJ
spir-11277	82	11	design	design	NOUN
spir-11277	82	12	of	of	ADP
spir-11277	82	13	moral	moral	ADJ
spir-11277	82	14	competence	competence	NOUN
spir-11277	82	15	in	in	ADP
spir-11277	82	16	robots	robot	NOUN
spir-11277	82	17	.	.	PUNCT
spir-11277	83	1	ethics	ethic	NOUN
spir-11277	83	2	and	and	CCONJ
spir-11277	83	3	information	information	NOUN
spir-11277	83	4	technology	technology	NOUN
spir-11277	83	5	,	,	PUNCT
spir-11277	83	6	18(4	18(4	NUM
spir-11277	83	7	)	)	PUNCT
spir-11277	83	8	,	,	PUNCT
spir-11277	83	9	243	243	NUM
spir-11277	83	10	-	-	SYM
spir-11277	83	11	256	256	NUM
spir-11277	83	12	.	.	PUNCT
spir-11277	84	1	doi	doi	NOUN
spir-11277	84	2	:	:	PUNCT
spir-11277	84	3	https://doi.org/10.1007/s10676-015-9367-8	https://doi.org/10.1007/s10676-015-9367-8	NUM
spir-11277	84	4	marcus	marcus	PROPN
spir-11277	84	5	,	,	PUNCT
spir-11277	84	6	gary	gary	PROPN
spir-11277	84	7	,	,	PUNCT
spir-11277	84	8	&	&	CCONJ
spir-11277	84	9	davis	davis	PROPN
spir-11277	84	10	,	,	PUNCT
spir-11277	84	11	ernest	ernest	PROPN
spir-11277	84	12	.	.	PUNCT
spir-11277	85	1	(	(	PUNCT
spir-11277	85	2	2020	2020	NUM
spir-11277	85	3	,	,	PUNCT
spir-11277	85	4	august	august	PROPN
spir-11277	85	5	22	22	NUM
spir-11277	85	6	)	)	PUNCT
spir-11277	85	7	.	.	PUNCT
spir-11277	86	1	gpt-3	gpt-3	NOUN
spir-11277	86	2	,	,	PUNCT
spir-11277	86	3	bloviator	bloviator	NOUN
spir-11277	86	4	:	:	PUNCT
spir-11277	86	5	openai	openai	PROPN
spir-11277	86	6	's	's	PART
spir-11277	86	7	language	language	NOUN
spir-11277	86	8	generator	generator	NOUN
spir-11277	86	9	has	have	VERB
spir-11277	86	10	no	no	DET
spir-11277	86	11	idea	idea	NOUN
spir-11277	86	12	what	what	PRON
spir-11277	86	13	it	it	PRON
spir-11277	86	14	's	be	AUX
spir-11277	86	15	talking	talk	VERB
spir-11277	86	16	about	about	ADP
spir-11277	86	17	.	.	PUNCT
spir-11277	87	1	mit	mit	PROPN
spir-11277	87	2	technology	technology	PROPN
spir-11277	87	3	review	review	NOUN
spir-11277	87	4	.	.	PUNCT
spir-11277	88	1	https://www.technologyreview.com/2020/08/22/1007539/gpt3-openai-languagegenerator-artificial-intelligence-ai-opinion/	https://www.technologyreview.com/2020/08/22/1007539/gpt3-openai-languagegenerator-artificial-intelligence-ai-opinion/	PROPN
spir-11277	88	2	mckee	mckee	PROPN
spir-11277	88	3	,	,	PUNCT
spir-11277	88	4	heidi	heidi	PROPN
spir-11277	88	5	a.	a.	PROPN
spir-11277	88	6	,	,	PUNCT
spir-11277	88	7	&	&	CCONJ
spir-11277	88	8	porter	porter	PROPN
spir-11277	88	9	,	,	PUNCT
spir-11277	88	10	james	james	PROPN
spir-11277	88	11	e.	e.	PROPN
spir-11277	88	12	(	(	PUNCT
spir-11277	88	13	2017	2017	NUM
spir-11277	88	14	)	)	PUNCT
spir-11277	88	15	.	.	PUNCT
spir-11277	89	1	ai	ai	VERB
spir-11277	89	2	agents	agent	NOUN
spir-11277	89	3	as	as	ADP
spir-11277	89	4	professional	professional	ADJ
spir-11277	89	5	communicators	communicator	NOUN
spir-11277	89	6	.	.	PUNCT
spir-11277	90	1	in	in	ADP
spir-11277	90	2	professional	professional	ADJ
spir-11277	90	3	communication	communication	NOUN
spir-11277	90	4	and	and	CCONJ
spir-11277	90	5	network	network	NOUN
spir-11277	90	6	interaction	interaction	NOUN
spir-11277	90	7	:	:	PUNCT
spir-11277	90	8	a	a	DET
spir-11277	90	9	rhetorical	rhetorical	ADJ
spir-11277	90	10	and	and	CCONJ
spir-11277	90	11	ethical	ethical	ADJ
spir-11277	90	12	approach	approach	NOUN
spir-11277	90	13	.	.	PUNCT
spir-11277	91	1	new	new	PROPN
spir-11277	91	2	york	york	PROPN
spir-11277	91	3	:	:	PUNCT
spir-11277	92	1	routledge	routledge	PROPN
spir-11277	92	2	.	.	PUNCT
spir-11277	93	1	mckee	mckee	PROPN
spir-11277	93	2	,	,	PUNCT
spir-11277	93	3	heidi	heidi	PROPN
spir-11277	93	4	a.	a.	PROPN
spir-11277	93	5	,	,	PUNCT
spir-11277	93	6	&	&	CCONJ
spir-11277	93	7	porter	porter	PROPN
spir-11277	93	8	,	,	PUNCT
spir-11277	93	9	james	james	PROPN
spir-11277	93	10	e.	e.	PROPN
spir-11277	93	11	(	(	PUNCT
spir-11277	93	12	2020	2020	NUM
spir-11277	93	13	)	)	PUNCT
spir-11277	93	14	.	.	PUNCT
spir-11277	94	1	ethics	ethic	NOUN
spir-11277	94	2	for	for	ADP
spir-11277	94	3	ai	ai	AUX
spir-11277	94	4	writing	write	VERB
spir-11277	94	5	:	:	PUNCT
spir-11277	94	6	the	the	DET
spir-11277	94	7	importance	importance	NOUN
spir-11277	94	8	of	of	ADP
spir-11277	94	9	rhetorical	rhetorical	ADJ
spir-11277	94	10	context	context	NOUN
spir-11277	94	11	.	.	PUNCT
spir-11277	95	1	proceedings	proceeding	NOUN
spir-11277	95	2	of	of	ADP
spir-11277	95	3	2020	2020	NUM
spir-11277	95	4	aaai	aaai	PROPN
spir-11277	95	5	/	/	SYM
spir-11277	95	6	acm	acm	PROPN
spir-11277	95	7	conference	conference	NOUN
spir-11277	95	8	on	on	ADP
spir-11277	95	9	ai	ai	PROPN
spir-11277	95	10	,	,	PUNCT
spir-11277	95	11	ethics	ethic	NOUN
spir-11277	95	12	,	,	PUNCT
spir-11277	95	13	and	and	CCONJ
spir-11277	95	14	society	society	NOUN
spir-11277	95	15	(	(	PUNCT
spir-11277	95	16	aies’20	aies’20	PROPN
spir-11277	95	17	)	)	PUNCT
spir-11277	95	18	,	,	PUNCT
spir-11277	95	19	february	february	PROPN
spir-11277	95	20	7–8	7–8	NUM
spir-11277	95	21	,	,	PUNCT
spir-11277	95	22	2020	2020	NUM
spir-11277	95	23	,	,	PUNCT
spir-11277	95	24	new	new	PROPN
spir-11277	95	25	york	york	PROPN
spir-11277	95	26	,	,	PUNCT
spir-11277	95	27	ny	ny	PROPN
spir-11277	95	28	,	,	PUNCT
spir-11277	95	29	usa	usa	PROPN
spir-11277	95	30	.	.	PROPN
spir-11277	95	31	doi	doi	PROPN
spir-11277	95	32	:	:	PUNCT
spir-11277	95	33	https://doi.org/10.1145/3375627.3375811	https://doi.org/10.1145/3375627.3375811	NOUN
spir-11277	95	34	openai	openai	PROPN
spir-11277	95	35	.	.	PUNCT
spir-11277	96	1	(	(	PUNCT
spir-11277	96	2	2019	2019	NUM
spir-11277	96	3	)	)	PUNCT
spir-11277	96	4	.	.	PUNCT
spir-11277	97	1	better	well	ADJ
spir-11277	97	2	language	language	NOUN
spir-11277	97	3	models	model	NOUN
spir-11277	97	4	and	and	CCONJ
spir-11277	97	5	their	their	PRON
spir-11277	97	6	implications	implication	NOUN
spir-11277	97	7	.	.	PUNCT
spir-11277	98	1	https://openai.com/blog/better-language-models/	https://openai.com/blog/better-language-models/	PROPN
spir-11277	98	2	radford	radford	PROPN
spir-11277	98	3	,	,	PUNCT
spir-11277	98	4	alec	alec	PROPN
spir-11277	98	5	,	,	PUNCT
spir-11277	98	6	et	et	PROPN
spir-11277	98	7	al	al	PROPN
spir-11277	98	8	.	.	PROPN
spir-11277	98	9	(	(	PUNCT
spir-11277	98	10	2019	2019	NUM
spir-11277	98	11	)	)	PUNCT
spir-11277	98	12	.	.	PUNCT
spir-11277	99	1	language	language	NOUN
spir-11277	99	2	models	model	NOUN
spir-11277	99	3	are	be	AUX
spir-11277	99	4	unsupervised	unsupervised	ADJ
spir-11277	99	5	multitask	multitask	ADJ
spir-11277	99	6	learners	learner	NOUN
spir-11277	99	7	.	.	PUNCT
spir-11277	100	1	openai	openai	PROPN
spir-11277	100	2	blog	blog	NOUN
spir-11277	100	3	.	.	PUNCT
spir-11277	101	1	https://openai.com/blog/better-language-models/	https://openai.com/blog/better-language-models/	PROPN
spir-11277	101	2	russo	russo	PROPN
spir-11277	101	3	,	,	PUNCT
spir-11277	101	4	federica	federica	PROPN
spir-11277	101	5	.	.	PUNCT
spir-11277	102	1	(	(	PUNCT
spir-11277	102	2	2018	2018	NUM
spir-11277	102	3	)	)	PUNCT
spir-11277	102	4	.	.	PUNCT
spir-11277	103	1	digital	digital	PROPN
spir-11277	103	2	technologies	technology	NOUN
spir-11277	103	3	,	,	PUNCT
spir-11277	103	4	ethical	ethical	ADJ
spir-11277	103	5	questions	question	NOUN
spir-11277	103	6	,	,	PUNCT
spir-11277	103	7	and	and	CCONJ
spir-11277	103	8	the	the	DET
spir-11277	103	9	need	need	NOUN
spir-11277	103	10	of	of	ADP
spir-11277	103	11	an	an	DET
spir-11277	103	12	informational	informational	ADJ
spir-11277	103	13	framework	framework	NOUN
spir-11277	103	14	.	.	PUNCT
spir-11277	104	1	philosophy	philosophy	NOUN
spir-11277	104	2	&	&	CCONJ
spir-11277	104	3	technology	technology	NOUN
spir-11277	104	4	,	,	PUNCT
spir-11277	104	5	31(4	31(4	NUM
spir-11277	104	6	)	)	PUNCT
spir-11277	104	7	,	,	PUNCT
spir-11277	104	8	655	655	NUM
spir-11277	104	9	-	-	SYM
spir-11277	104	10	667	667	NUM
spir-11277	104	11	.	.	PUNCT
spir-11277	105	1	doi	doi	NOUN
spir-11277	105	2	:	:	PUNCT
spir-11277	105	3	https://doi.org/10.1007/s13347-018-0326-2	https://doi.org/10.1007/s13347-018-0326-2	NOUN