id	sid	tid	token	lemma	pos
clogic-200238	1	1	cultural	cultural	ADJ
clogic-200238	1	2	logic	logic	NOUN
clogic-200238	1	3	:	:	PUNCT
clogic-200238	1	4	marxist	marxist	ADJ
clogic-200238	1	5	theory	theory	NOUN
clogic-200238	1	6	&	&	CCONJ
clogic-200238	1	7	practice	practice	PROPN
clogic-200238	1	8	volume	volume	NOUN
clogic-200238	1	9	27	27	NUM
clogic-200238	1	10	(	(	PUNCT
clogic-200238	1	11	2023	2023	NUM
clogic-200238	1	12	)	)	PUNCT
clogic-200238	1	13	,	,	PUNCT
clogic-200238	1	14	pp	pp	ADJ
clogic-200238	1	15	.	.	PUNCT
clogic-200238	2	1	32	32	NUM
clogic-200238	2	2	-	-	SYM
clogic-200238	2	3	46	46	NUM
clogic-200238	2	4	a	a	DET
clogic-200238	2	5	hegelian	hegelian	ADJ
clogic-200238	2	6	-	-	PUNCT
clogic-200238	2	7	marxist	marxist	ADJ
clogic-200238	2	8	analysis	analysis	NOUN
clogic-200238	2	9	of	of	ADP
clogic-200238	2	10	artificial	artificial	ADJ
clogic-200238	2	11	intelligence	intelligence	NOUN
clogic-200238	2	12	cameron	cameron	PROPN
clogic-200238	2	13	more	more	ADJ
clogic-200238	2	14	1	1	NUM
clogic-200238	2	15	.	.	PUNCT
clogic-200238	3	1	introduction	introduction	NOUN
clogic-200238	3	2	in	in	ADP
clogic-200238	3	3	the	the	DET
clogic-200238	3	4	last	last	ADJ
clogic-200238	3	5	few	few	ADJ
clogic-200238	3	6	years	year	NOUN
clogic-200238	3	7	,	,	PUNCT
clogic-200238	3	8	there	there	PRON
clogic-200238	3	9	has	have	AUX
clogic-200238	3	10	been	be	AUX
clogic-200238	3	11	an	an	DET
clogic-200238	3	12	explosion	explosion	NOUN
clogic-200238	3	13	of	of	ADP
clogic-200238	3	14	usage	usage	NOUN
clogic-200238	3	15	and	and	CCONJ
clogic-200238	3	16	discussion	discussion	NOUN
clogic-200238	3	17	of	of	ADP
clogic-200238	3	18	emerging	emerge	VERB
clogic-200238	3	19	artificial	artificial	ADJ
clogic-200238	3	20	intelligence	intelligence	NOUN
clogic-200238	3	21	(	(	PUNCT
clogic-200238	3	22	ai	ai	NOUN
clogic-200238	3	23	)	)	PUNCT
clogic-200238	3	24	technologies	technology	NOUN
clogic-200238	3	25	.	.	PUNCT
clogic-200238	4	1	with	with	ADP
clogic-200238	4	2	the	the	DET
clogic-200238	4	3	rise	rise	NOUN
clogic-200238	4	4	of	of	ADP
clogic-200238	4	5	chatgpt	chatgpt	NOUN
clogic-200238	4	6	,	,	PUNCT
clogic-200238	4	7	the	the	DET
clogic-200238	4	8	development	development	NOUN
clogic-200238	4	9	of	of	ADP
clogic-200238	4	10	an	an	DET
clogic-200238	4	11	entirely	entirely	ADV
clogic-200238	4	12	new	new	ADJ
clogic-200238	4	13	industry	industry	NOUN
clogic-200238	4	14	of	of	ADP
clogic-200238	4	15	ai	ai	ADJ
clogic-200238	4	16	-	-	PUNCT
clogic-200238	4	17	powered	powered	ADJ
clogic-200238	4	18	products	product	NOUN
clogic-200238	4	19	,	,	PUNCT
clogic-200238	4	20	and	and	CCONJ
clogic-200238	4	21	the	the	DET
clogic-200238	4	22	fear	fear	NOUN
clogic-200238	4	23	of	of	ADP
clogic-200238	4	24	artificial	artificial	ADJ
clogic-200238	4	25	general	general	ADJ
clogic-200238	4	26	intelligence	intelligence	NOUN
clogic-200238	4	27	(	(	PUNCT
clogic-200238	4	28	agi),1	agi),1	PROPN
clogic-200238	4	29	it	it	PRON
clogic-200238	4	30	is	be	AUX
clogic-200238	4	31	imperative	imperative	ADJ
clogic-200238	4	32	that	that	SCONJ
clogic-200238	4	33	the	the	DET
clogic-200238	4	34	fundamental	fundamental	ADJ
clogic-200238	4	35	construction	construction	NOUN
clogic-200238	4	36	and	and	CCONJ
clogic-200238	4	37	mechanisms	mechanism	NOUN
clogic-200238	4	38	of	of	ADP
clogic-200238	4	39	ai	ai	INTJ
clogic-200238	4	40	be	be	AUX
clogic-200238	4	41	understood	understand	VERB
clogic-200238	4	42	.	.	PUNCT
clogic-200238	5	1	misunderstandings	misunderstanding	NOUN
clogic-200238	5	2	of	of	ADP
clogic-200238	5	3	what	what	PRON
clogic-200238	5	4	ai	ai	VERB
clogic-200238	5	5	is	be	AUX
clogic-200238	5	6	,	,	PUNCT
clogic-200238	5	7	how	how	SCONJ
clogic-200238	5	8	it	it	PRON
clogic-200238	5	9	works	work	VERB
clogic-200238	5	10	,	,	PUNCT
clogic-200238	5	11	and	and	CCONJ
clogic-200238	5	12	the	the	DET
clogic-200238	5	13	mysterious	mysterious	ADJ
clogic-200238	5	14	“	"	PUNCT
clogic-200238	5	15	black	black	ADJ
clogic-200238	5	16	box	box	NOUN
clogic-200238	5	17	”	"	PUNCT
clogic-200238	5	18	have	have	AUX
clogic-200238	5	19	led	lead	VERB
clogic-200238	5	20	to	to	ADP
clogic-200238	5	21	all	all	DET
clogic-200238	5	22	sorts	sort	NOUN
clogic-200238	5	23	of	of	ADP
clogic-200238	5	24	confusion	confusion	NOUN
clogic-200238	5	25	over	over	ADP
clogic-200238	5	26	how	how	SCONJ
clogic-200238	5	27	ai	ai	VERB
clogic-200238	5	28	impacts	impact	NOUN
clogic-200238	5	29	,	,	PUNCT
clogic-200238	5	30	and	and	CCONJ
clogic-200238	5	31	will	will	AUX
clogic-200238	5	32	continue	continue	VERB
clogic-200238	5	33	to	to	PART
clogic-200238	5	34	impact	impact	VERB
clogic-200238	5	35	,	,	PUNCT
clogic-200238	5	36	modern	modern	ADJ
clogic-200238	5	37	society	society	NOUN
clogic-200238	5	38	:	:	PUNCT
clogic-200238	5	39	ai	ai	VERB
clogic-200238	5	40	should	should	AUX
clogic-200238	5	41	be	be	AUX
clogic-200238	5	42	treated	treat	VERB
clogic-200238	5	43	like	like	ADP
clogic-200238	5	44	other	other	ADJ
clogic-200238	5	45	machines	machine	NOUN
clogic-200238	5	46	,	,	PUNCT
clogic-200238	5	47	and	and	CCONJ
clogic-200238	5	48	the	the	DET
clogic-200238	5	49	power	power	NOUN
clogic-200238	5	50	of	of	ADP
clogic-200238	5	51	modern	modern	ADJ
clogic-200238	5	52	large	large	ADJ
clogic-200238	5	53	language	language	NOUN
clogic-200238	5	54	models	model	NOUN
clogic-200238	5	55	should	should	AUX
clogic-200238	5	56	not	not	PART
clogic-200238	5	57	overpower	overpower	VERB
clogic-200238	5	58	our	our	PRON
clogic-200238	5	59	ability	ability	NOUN
clogic-200238	5	60	to	to	PART
clogic-200238	5	61	think	think	VERB
clogic-200238	5	62	in	in	ADP
clogic-200238	5	63	concrete	concrete	ADJ
clogic-200238	5	64	terms	term	NOUN
clogic-200238	5	65	about	about	ADP
clogic-200238	5	66	the	the	DET
clogic-200238	5	67	material	material	NOUN
clogic-200238	5	68	,	,	PUNCT
clogic-200238	5	69	economic	economic	ADJ
clogic-200238	5	70	,	,	PUNCT
clogic-200238	5	71	and	and	CCONJ
clogic-200238	5	72	theoretical	theoretical	ADJ
clogic-200238	5	73	questions	question	NOUN
clogic-200238	5	74	of	of	ADP
clogic-200238	5	75	how	how	SCONJ
clogic-200238	5	76	to	to	PART
clogic-200238	5	77	handle	handle	VERB
clogic-200238	5	78	such	such	ADJ
clogic-200238	5	79	impressive	impressive	ADJ
clogic-200238	5	80	tools	tool	NOUN
clogic-200238	5	81	,	,	PUNCT
clogic-200238	5	82	what	what	DET
clogic-200238	5	83	role	role	NOUN
clogic-200238	5	84	they	they	PRON
clogic-200238	5	85	play	play	VERB
clogic-200238	5	86	,	,	PUNCT
clogic-200238	5	87	and	and	CCONJ
clogic-200238	5	88	who	who	PRON
clogic-200238	5	89	benefits	benefit	VERB
clogic-200238	5	90	from	from	ADP
clogic-200238	5	91	their	their	PRON
clogic-200238	5	92	usage	usage	NOUN
clogic-200238	5	93	.	.	PUNCT
clogic-200238	6	1	in	in	ADP
clogic-200238	6	2	order	order	NOUN
clogic-200238	6	3	to	to	PART
clogic-200238	6	4	demystify	demystify	VERB
clogic-200238	6	5	modern	modern	ADJ
clogic-200238	6	6	machine	machine	NOUN
clogic-200238	6	7	learning	learning	NOUN
clogic-200238	6	8	(	(	PUNCT
clogic-200238	6	9	ml	ml	NOUN
clogic-200238	6	10	)	)	PUNCT
clogic-200238	6	11	,	,	PUNCT
clogic-200238	6	12	i	i	PRON
clogic-200238	6	13	show	show	VERB
clogic-200238	6	14	how	how	SCONJ
clogic-200238	6	15	large	large	ADJ
clogic-200238	6	16	language	language	NOUN
clogic-200238	6	17	models	model	NOUN
clogic-200238	6	18	(	(	PUNCT
clogic-200238	6	19	llms	llm	NOUN
clogic-200238	6	20	)	)	PUNCT
clogic-200238	6	21	work	work	NOUN
clogic-200238	6	22	,	,	PUNCT
clogic-200238	6	23	from	from	ADP
clogic-200238	6	24	their	their	PRON
clogic-200238	6	25	basic	basic	ADJ
clogic-200238	6	26	elements	element	NOUN
clogic-200238	6	27	of	of	ADP
clogic-200238	6	28	matrix	matrix	NOUN
clogic-200238	6	29	multiplication	multiplication	NOUN
clogic-200238	6	30	to	to	ADP
clogic-200238	6	31	natural	natural	ADJ
clogic-200238	6	32	language	language	NOUN
clogic-200238	6	33	tokenization	tokenization	NOUN
clogic-200238	6	34	.	.	PUNCT
clogic-200238	7	1	i	i	PRON
clogic-200238	7	2	show	show	VERB
clogic-200238	7	3	that	that	SCONJ
clogic-200238	7	4	what	what	PRON
clogic-200238	7	5	appears	appear	VERB
clogic-200238	7	6	to	to	PART
clogic-200238	7	7	be	be	AUX
clogic-200238	7	8	a	a	DET
clogic-200238	7	9	potentially	potentially	ADV
clogic-200238	7	10	sentient	sentient	ADJ
clogic-200238	7	11	disembodied	disembodied	ADJ
clogic-200238	7	12	force	force	NOUN
clogic-200238	7	13	is	be	AUX
clogic-200238	7	14	really	really	ADV
clogic-200238	7	15	the	the	DET
clogic-200238	7	16	product	product	NOUN
clogic-200238	7	17	of	of	ADP
clogic-200238	7	18	labor	labor	NOUN
clogic-200238	7	19	relations	relation	NOUN
clogic-200238	7	20	and	and	CCONJ
clogic-200238	7	21	disparity	disparity	NOUN
clogic-200238	7	22	between	between	ADP
clogic-200238	7	23	technology	technology	NOUN
clogic-200238	7	24	corporations	corporation	NOUN
clogic-200238	7	25	in	in	ADP
clogic-200238	7	26	the	the	DET
clogic-200238	7	27	global	global	ADJ
clogic-200238	7	28	north	north	NOUN
clogic-200238	7	29	and	and	CCONJ
clogic-200238	7	30	data	datum	NOUN
clogic-200238	7	31	annotators	annotator	NOUN
clogic-200238	7	32	in	in	ADP
clogic-200238	7	33	the	the	DET
clogic-200238	7	34	global	global	ADJ
clogic-200238	7	35	south	south	PROPN
clogic-200238	7	36	.	.	PUNCT
clogic-200238	8	1	machine	machine	NOUN
clogic-200238	8	2	learning	learning	NOUN
clogic-200238	8	3	is	be	AUX
clogic-200238	8	4	revealed	reveal	VERB
clogic-200238	8	5	not	not	PART
clogic-200238	8	6	to	to	PART
clogic-200238	8	7	be	be	AUX
clogic-200238	8	8	a	a	DET
clogic-200238	8	9	paradigm	paradigm	NOUN
clogic-200238	8	10	shift	shift	NOUN
clogic-200238	8	11	,	,	PUNCT
clogic-200238	8	12	but	but	CCONJ
clogic-200238	8	13	only	only	ADV
clogic-200238	8	14	another	another	PRON
clogic-200238	8	15	in	in	ADP
clogic-200238	8	16	a	a	DET
clogic-200238	8	17	long	long	ADJ
clogic-200238	8	18	history	history	NOUN
clogic-200238	8	19	of	of	ADP
clogic-200238	8	20	labor	labor	NOUN
clogic-200238	8	21	objectification	objectification	NOUN
clogic-200238	8	22	(	(	PUNCT
clogic-200238	8	23	hegel	hegel	PROPN
clogic-200238	8	24	)	)	PUNCT
clogic-200238	8	25	and	and	CCONJ
clogic-200238	8	26	mechanization	mechanization	NOUN
clogic-200238	8	27	(	(	PUNCT
clogic-200238	8	28	marx	marx	NOUN
clogic-200238	8	29	)	)	PUNCT
clogic-200238	8	30	.	.	PUNCT
clogic-200238	9	1	i	i	PRON
clogic-200238	9	2	begin	begin	VERB
clogic-200238	9	3	by	by	ADP
clogic-200238	9	4	explain	explain	VERB
clogic-200238	9	5	how	how	SCONJ
clogic-200238	9	6	machine	machine	NOUN
clogic-200238	9	7	learning	learning	NOUN
clogic-200238	9	8	works	work	VERB
clogic-200238	9	9	and	and	CCONJ
clogic-200238	9	10	the	the	DET
clogic-200238	9	11	fact	fact	NOUN
clogic-200238	9	12	that	that	SCONJ
clogic-200238	9	13	linear	linear	PROPN
clogic-200238	9	14	algebra	algebra	NOUN
clogic-200238	9	15	underlies	underlie	VERB
clogic-200238	9	16	everything	everything	PRON
clogic-200238	9	17	an	an	DET
clogic-200238	9	18	llm	llm	NOUN
clogic-200238	9	19	can	can	AUX
clogic-200238	9	20	do	do	VERB
clogic-200238	9	21	.	.	PUNCT
clogic-200238	10	1	i	i	PRON
clogic-200238	10	2	then	then	ADV
clogic-200238	10	3	discuss	discuss	VERB
clogic-200238	10	4	the	the	DET
clogic-200238	10	5	political	political	ADJ
clogic-200238	10	6	economy	economy	NOUN
clogic-200238	10	7	behind	behind	ADP
clogic-200238	10	8	llms	llm	NOUN
clogic-200238	10	9	and	and	CCONJ
clogic-200238	10	10	the	the	DET
clogic-200238	10	11	data	data	NOUN
clogic-200238	10	12	annotators	annotator	NOUN
clogic-200238	10	13	behind	behind	ADP
clogic-200238	10	14	the	the	DET
clogic-200238	10	15	model	model	NOUN
clogic-200238	10	16	.	.	PUNCT
clogic-200238	11	1	i	i	PRON
clogic-200238	11	2	show	show	VERB
clogic-200238	11	3	that	that	SCONJ
clogic-200238	11	4	llms	llm	NOUN
clogic-200238	11	5	are	be	AUX
clogic-200238	11	6	not	not	PART
clogic-200238	11	7	a	a	DET
clogic-200238	11	8	new	new	ADJ
clogic-200238	11	9	,	,	PUNCT
clogic-200238	11	10	unique	unique	ADJ
clogic-200238	11	11	,	,	PUNCT
clogic-200238	11	12	paradigm	paradigm	NOUN
clogic-200238	11	13	shifting	shift	VERB
clogic-200238	11	14	technology	technology	NOUN
clogic-200238	11	15	,	,	PUNCT
clogic-200238	11	16	but	but	CCONJ
clogic-200238	11	17	have	have	VERB
clogic-200238	11	18	the	the	DET
clogic-200238	11	19	same	same	ADJ
clogic-200238	11	20	effects	effect	NOUN
clogic-200238	11	21	as	as	ADP
clogic-200238	11	22	other	other	ADJ
clogic-200238	11	23	instances	instance	NOUN
clogic-200238	11	24	of	of	ADP
clogic-200238	11	25	mechanization	mechanization	NOUN
clogic-200238	11	26	,	,	PUNCT
clogic-200238	11	27	contrary	contrary	ADV
clogic-200238	11	28	to	to	ADP
clogic-200238	11	29	the	the	DET
clogic-200238	11	30	belief	belief	NOUN
clogic-200238	11	31	of	of	ADP
clogic-200238	11	32	modern	modern	ADJ
clogic-200238	11	33	accelerationists	accelerationist	NOUN
clogic-200238	11	34	.	.	PUNCT
clogic-200238	12	1	i	i	PRON
clogic-200238	12	2	finally	finally	ADV
clogic-200238	12	3	show	show	VERB
clogic-200238	12	4	that	that	SCONJ
clogic-200238	12	5	the	the	DET
clogic-200238	12	6	hallucinations	hallucination	NOUN
clogic-200238	12	7	produced	produce	VERB
clogic-200238	12	8	by	by	ADP
clogic-200238	12	9	ai	ai	AUX
clogic-200238	12	10	demonstrate	demonstrate	VERB
clogic-200238	12	11	a	a	DET
clogic-200238	12	12	hegelian	hegelian	ADJ
clogic-200238	12	13	-	-	PUNCT
clogic-200238	12	14	marxist	marxist	ADJ
clogic-200238	12	15	truth	truth	NOUN
clogic-200238	12	16	about	about	ADP
clogic-200238	12	17	machines	machine	NOUN
clogic-200238	12	18	:	:	PUNCT
clogic-200238	12	19	that	that	SCONJ
clogic-200238	12	20	they	they	PRON
clogic-200238	12	21	objectify	objectify	VERB
clogic-200238	12	22	human	human	ADJ
clogic-200238	12	23	processes	process	NOUN
clogic-200238	12	24	and	and	CCONJ
clogic-200238	12	25	knowledge	knowledge	NOUN
clogic-200238	12	26	,	,	PUNCT
clogic-200238	12	27	and	and	CCONJ
clogic-200238	12	28	when	when	SCONJ
clogic-200238	12	29	used	use	VERB
clogic-200238	12	30	for	for	ADP
clogic-200238	12	31	the	the	DET
clogic-200238	12	32	purposes	purpose	NOUN
clogic-200238	12	33	of	of	ADP
clogic-200238	12	34	capital	capital	NOUN
clogic-200238	12	35	,	,	PUNCT
clogic-200238	12	36	alienate	alienate	VERB
clogic-200238	12	37	those	those	PRON
clogic-200238	12	38	whose	whose	DET
clogic-200238	12	39	data	datum	NOUN
clogic-200238	12	40	the	the	DET
clogic-200238	12	41	model	model	NOUN
clogic-200238	12	42	was	be	AUX
clogic-200238	12	43	trained	train	VERB
clogic-200238	12	44	from	from	ADP
clogic-200238	12	45	.	.	PROPN
clogic-200238	13	1	2	2	X
clogic-200238	13	2	.	.	X
clogic-200238	13	3	technical	technical	ADJ
clogic-200238	13	4	brief	brief	NOUN
clogic-200238	13	5	i	i	PROPN
clogic-200238	13	6	neural	neural	ADJ
clogic-200238	13	7	network	network	NOUN
clogic-200238	13	8	neural	neural	ADJ
clogic-200238	13	9	networks	network	NOUN
clogic-200238	13	10	are	be	AUX
clogic-200238	13	11	types	type	NOUN
clogic-200238	13	12	of	of	ADP
clogic-200238	13	13	algorithms	algorithm	NOUN
clogic-200238	13	14	.	.	PUNCT
clogic-200238	14	1	an	an	DET
clogic-200238	14	2	algorithm	algorithm	NOUN
clogic-200238	14	3	is	be	AUX
clogic-200238	14	4	any	any	DET
clogic-200238	14	5	set	set	NOUN
clogic-200238	14	6	of	of	ADP
clogic-200238	14	7	instructions	instruction	NOUN
clogic-200238	14	8	which	which	PRON
clogic-200238	14	9	can	can	AUX
clogic-200238	14	10	be	be	AUX
clogic-200238	14	11	executed	execute	VERB
clogic-200238	14	12	by	by	ADP
clogic-200238	14	13	some	some	DET
clogic-200238	14	14	machine	machine	NOUN
clogic-200238	14	15	.	.	PUNCT
clogic-200238	15	1	equations	equation	NOUN
clogic-200238	15	2	like	like	ADP
clogic-200238	15	3	y	y	PROPN
clogic-200238	15	4	=	=	SYM
clogic-200238	15	5	mx	mx	PROPN
clogic-200238	16	1	+	+	CCONJ
clogic-200238	16	2	b	b	NOUN
clogic-200238	16	3	are	be	AUX
clogic-200238	16	4	algorithms	algorithm	NOUN
clogic-200238	16	5	when	when	SCONJ
clogic-200238	16	6	executed	execute	VERB
clogic-200238	16	7	by	by	ADP
clogic-200238	16	8	a	a	DET
clogic-200238	16	9	calculator	calculator	NOUN
clogic-200238	16	10	.	.	PUNCT
clogic-200238	17	1	algorithms	algorithm	NOUN
clogic-200238	17	2	,	,	PUNCT
clogic-200238	17	3	most	most	ADV
clogic-200238	17	4	essentially	essentially	ADV
clogic-200238	17	5	,	,	PUNCT
clogic-200238	17	6	turn	turn	VERB
clogic-200238	17	7	an	an	DET
clogic-200238	17	8	input	input	NOUN
clogic-200238	17	9	into	into	ADP
clogic-200238	17	10	an	an	DET
clogic-200238	17	11	output.2	output.2	ADJ
clogic-200238	17	12	1	1	NUM
clogic-200238	17	13	barry	barry	PROPN
clogic-200238	17	14	smith	smith	PROPN
clogic-200238	17	15	and	and	CCONJ
clogic-200238	17	16	jobst	jobst	PROPN
clogic-200238	17	17	landgrebe	landgrebe	PROPN
clogic-200238	17	18	,	,	PUNCT
clogic-200238	17	19	why	why	SCONJ
clogic-200238	17	20	machines	machine	NOUN
clogic-200238	17	21	will	will	AUX
clogic-200238	17	22	never	never	ADV
clogic-200238	17	23	rule	rule	VERB
clogic-200238	17	24	the	the	DET
clogic-200238	17	25	world	world	NOUN
clogic-200238	17	26	:	:	PUNCT
clogic-200238	17	27	artificial	artificial	ADJ
clogic-200238	17	28	intelligence	intelligence	NOUN
clogic-200238	17	29	without	without	ADP
clogic-200238	17	30	fear	fear	NOUN
clogic-200238	17	31	(	(	PUNCT
clogic-200238	17	32	new	new	PROPN
clogic-200238	17	33	york	york	PROPN
clogic-200238	17	34	:	:	PUNCT
clogic-200238	17	35	routledge	routledge	PROPN
clogic-200238	17	36	,	,	PUNCT
clogic-200238	17	37	2023	2023	NUM
clogic-200238	17	38	)	)	PUNCT
clogic-200238	17	39	.	.	PUNCT
clogic-200238	18	1	2	2	NUM
clogic-200238	18	2	justin	justin	PROPN
clogic-200238	18	3	joque	joque	PROPN
clogic-200238	18	4	,	,	PUNCT
clogic-200238	18	5	revolutionary	revolutionary	ADJ
clogic-200238	18	6	mathematics	mathematic	NOUN
clogic-200238	18	7	:	:	PUNCT
clogic-200238	18	8	artificial	artificial	ADJ
clogic-200238	18	9	intelligence	intelligence	NOUN
clogic-200238	18	10	,	,	PUNCT
clogic-200238	18	11	statistics	statistic	NOUN
clogic-200238	18	12	and	and	CCONJ
clogic-200238	18	13	the	the	DET
clogic-200238	18	14	logic	logic	NOUN
clogic-200238	18	15	of	of	ADP
clogic-200238	18	16	capitalism	capitalism	NOUN
clogic-200238	18	17	(	(	PUNCT
clogic-200238	18	18	london	london	PROPN
clogic-200238	18	19	:	:	PUNCT
clogic-200238	18	20	verso	verso	ADJ
clogic-200238	18	21	,	,	PUNCT
clogic-200238	18	22	2022	2022	NUM
clogic-200238	18	23	)	)	PUNCT
clogic-200238	18	24	,	,	PUNCT
clogic-200238	18	25	78	78	NUM
clogic-200238	18	26	.	.	PUNCT
clogic-200238	19	1	cultural	cultural	ADJ
clogic-200238	19	2	logic	logic	NOUN
clogic-200238	19	3	33	33	NUM
clogic-200238	19	4	the	the	DET
clogic-200238	19	5	“	"	PUNCT
clogic-200238	19	6	neural	neural	ADJ
clogic-200238	19	7	”	"	PUNCT
clogic-200238	19	8	in	in	ADP
clogic-200238	19	9	neural	neural	ADJ
clogic-200238	19	10	networks	network	NOUN
clogic-200238	19	11	is	be	AUX
clogic-200238	19	12	an	an	DET
clogic-200238	19	13	analogy	analogy	NOUN
clogic-200238	19	14	to	to	ADP
clogic-200238	19	15	the	the	DET
clogic-200238	19	16	way	way	NOUN
clogic-200238	19	17	neurons	neuron	NOUN
clogic-200238	19	18	operate	operate	VERB
clogic-200238	19	19	in	in	ADP
clogic-200238	19	20	the	the	DET
clogic-200238	19	21	brain	brain	NOUN
clogic-200238	19	22	.	.	PUNCT
clogic-200238	20	1	nodes	node	NOUN
clogic-200238	20	2	,	,	PUNCT
clogic-200238	20	3	neurons	neuron	NOUN
clogic-200238	20	4	,	,	PUNCT
clogic-200238	20	5	send	send	VERB
clogic-200238	20	6	signals	signal	NOUN
clogic-200238	20	7	to	to	ADP
clogic-200238	20	8	each	each	DET
clogic-200238	20	9	other	other	ADJ
clogic-200238	20	10	(	(	PUNCT
clogic-200238	20	11	connected	connect	VERB
clogic-200238	20	12	via	via	ADP
clogic-200238	20	13	“	"	PUNCT
clogic-200238	20	14	edges	edge	NOUN
clogic-200238	20	15	”	"	PUNCT
clogic-200238	20	16	)	)	PUNCT
clogic-200238	20	17	in	in	ADP
clogic-200238	20	18	a	a	DET
clogic-200238	20	19	decentralized	decentralize	VERB
clogic-200238	20	20	manner	manner	NOUN
clogic-200238	20	21	–	–	PUNCT
clogic-200238	20	22	every	every	DET
clogic-200238	20	23	node	node	NOUN
clogic-200238	20	24	is	be	AUX
clogic-200238	20	25	connected	connect	VERB
clogic-200238	20	26	to	to	ADP
clogic-200238	20	27	a	a	DET
clogic-200238	20	28	limited	limited	ADJ
clogic-200238	20	29	amount	amount	NOUN
clogic-200238	20	30	of	of	ADP
clogic-200238	20	31	other	other	ADJ
clogic-200238	20	32	nodes	node	NOUN
clogic-200238	20	33	which	which	PRON
clogic-200238	20	34	have	have	VERB
clogic-200238	20	35	their	their	PRON
clogic-200238	20	36	own	own	ADJ
clogic-200238	20	37	set	set	NOUN
clogic-200238	20	38	of	of	ADP
clogic-200238	20	39	limited	limited	ADJ
clogic-200238	20	40	connections	connection	NOUN
clogic-200238	20	41	.	.	PUNCT
clogic-200238	21	1	input	input	NOUN
clogic-200238	21	2	enters	enter	VERB
clogic-200238	21	3	the	the	DET
clogic-200238	21	4	node	node	NOUN
clogic-200238	21	5	,	,	PUNCT
clogic-200238	21	6	is	be	AUX
clogic-200238	21	7	changed	change	VERB
clogic-200238	21	8	(	(	PUNCT
clogic-200238	21	9	or	or	CCONJ
clogic-200238	21	10	not	not	PART
clogic-200238	21	11	)	)	PUNCT
clogic-200238	21	12	in	in	ADP
clogic-200238	21	13	some	some	DET
clogic-200238	21	14	way	way	NOUN
clogic-200238	21	15	by	by	ADP
clogic-200238	21	16	that	that	DET
clogic-200238	21	17	node	node	NOUN
clogic-200238	21	18	,	,	PUNCT
clogic-200238	21	19	and	and	CCONJ
clogic-200238	21	20	exits	exit	VERB
clogic-200238	21	21	through	through	ADP
clogic-200238	21	22	an	an	DET
clogic-200238	21	23	edge	edge	NOUN
clogic-200238	21	24	to	to	ADP
clogic-200238	21	25	another	another	DET
clogic-200238	21	26	node	node	NOUN
clogic-200238	21	27	.	.	PUNCT
clogic-200238	22	1	“	"	PUNCT
clogic-200238	22	2	training	training	NOUN
clogic-200238	22	3	”	"	PUNCT
clogic-200238	22	4	refers	refer	VERB
clogic-200238	22	5	to	to	ADP
clogic-200238	22	6	changing	change	VERB
clogic-200238	22	7	the	the	DET
clogic-200238	22	8	relationships	relationship	NOUN
clogic-200238	22	9	between	between	ADP
clogic-200238	22	10	the	the	DET
clogic-200238	22	11	node	node	NOUN
clogic-200238	22	12	–	–	PUNCT
clogic-200238	22	13	which	which	PRON
clogic-200238	22	14	edges	edge	VERB
clogic-200238	22	15	it	it	PRON
clogic-200238	22	16	has.3	has.3	VERB
clogic-200238	22	17	the	the	DET
clogic-200238	22	18	analogy	analogy	NOUN
clogic-200238	22	19	between	between	ADP
clogic-200238	22	20	computational	computational	ADJ
clogic-200238	22	21	neurons	neuron	NOUN
clogic-200238	22	22	and	and	CCONJ
clogic-200238	22	23	biological	biological	ADJ
clogic-200238	22	24	ones	one	NOUN
clogic-200238	22	25	is	be	AUX
clogic-200238	22	26	not	not	PART
clogic-200238	22	27	accidental	accidental	ADJ
clogic-200238	22	28	;	;	PUNCT
clogic-200238	22	29	the	the	DET
clogic-200238	22	30	mathematical	mathematical	ADJ
clogic-200238	22	31	foundations	foundation	NOUN
clogic-200238	22	32	of	of	ADP
clogic-200238	22	33	neural	neural	ADJ
clogic-200238	22	34	networks	network	NOUN
clogic-200238	22	35	were	be	AUX
clogic-200238	22	36	laid	lay	VERB
clogic-200238	22	37	out	out	ADP
clogic-200238	22	38	in	in	ADP
clogic-200238	22	39	a	a	DET
clogic-200238	22	40	1943	1943	NUM
clogic-200238	22	41	paper	paper	NOUN
clogic-200238	22	42	by	by	ADP
clogic-200238	22	43	warren	warren	PROPN
clogic-200238	22	44	mcculloch	mcculloch	PROPN
clogic-200238	22	45	and	and	CCONJ
clogic-200238	22	46	walter	walter	PROPN
clogic-200238	22	47	pitts.4	pitts.4	PROPN
clogic-200238	22	48	the	the	DET
clogic-200238	22	49	neurons	neuron	NOUN
clogic-200238	22	50	in	in	ADP
clogic-200238	22	51	their	their	PRON
clogic-200238	22	52	model	model	NOUN
clogic-200238	22	53	took	take	VERB
clogic-200238	22	54	binary	binary	ADJ
clogic-200238	22	55	inputs	input	NOUN
clogic-200238	22	56	and	and	CCONJ
clogic-200238	22	57	yielded	yield	VERB
clogic-200238	22	58	binary	binary	ADJ
clogic-200238	22	59	outputs	output	NOUN
clogic-200238	22	60	depending	depend	VERB
clogic-200238	22	61	on	on	ADP
clogic-200238	22	62	how	how	SCONJ
clogic-200238	22	63	many	many	ADJ
clogic-200238	22	64	inputs	input	NOUN
clogic-200238	22	65	each	each	DET
clogic-200238	22	66	neuron	neuron	NOUN
clogic-200238	22	67	received	receive	VERB
clogic-200238	22	68	from	from	ADP
clogic-200238	22	69	its	its	PRON
clogic-200238	22	70	edges	edge	NOUN
clogic-200238	22	71	;	;	PUNCT
clogic-200238	22	72	if	if	SCONJ
clogic-200238	22	73	the	the	DET
clogic-200238	22	74	neuron	neuron	NOUN
clogic-200238	22	75	received	receive	VERB
clogic-200238	22	76	enough	enough	ADJ
clogic-200238	22	77	1	1	NUM
clogic-200238	22	78	’s	’	NOUN
clogic-200238	22	79	,	,	PUNCT
clogic-200238	22	80	then	then	ADV
clogic-200238	22	81	it	it	PRON
clogic-200238	22	82	passed	pass	VERB
clogic-200238	22	83	along	along	ADP
clogic-200238	22	84	a	a	DET
clogic-200238	22	85	1	1	NUM
clogic-200238	22	86	to	to	ADP
clogic-200238	22	87	other	other	ADJ
clogic-200238	22	88	neurons	neuron	NOUN
clogic-200238	22	89	.	.	PUNCT
clogic-200238	23	1	in	in	ADP
clogic-200238	23	2	1958	1958	NUM
clogic-200238	23	3	,	,	PUNCT
clogic-200238	23	4	frank	frank	PROPN
clogic-200238	23	5	rosenblatt	rosenblatt	PROPN
clogic-200238	23	6	radicalized	radicalize	VERB
clogic-200238	23	7	this	this	DET
clogic-200238	23	8	model	model	NOUN
clogic-200238	23	9	by	by	ADP
clogic-200238	23	10	moving	move	VERB
clogic-200238	23	11	from	from	ADP
clogic-200238	23	12	binary	binary	ADJ
clogic-200238	23	13	operations	operation	NOUN
clogic-200238	23	14	to	to	ADP
clogic-200238	23	15	statistical	statistical	ADJ
clogic-200238	23	16	ones	one	NOUN
clogic-200238	23	17	.	.	PUNCT
clogic-200238	24	1	rather	rather	ADV
clogic-200238	24	2	than	than	SCONJ
clogic-200238	24	3	work	work	VERB
clogic-200238	24	4	through	through	ADP
clogic-200238	24	5	inputs	input	NOUN
clogic-200238	24	6	and	and	CCONJ
clogic-200238	24	7	outputs	output	NOUN
clogic-200238	24	8	of	of	ADP
clogic-200238	24	9	1	1	NUM
clogic-200238	24	10	’s	’s	NOUN
clogic-200238	24	11	and	and	CCONJ
clogic-200238	24	12	0	0	NUM
clogic-200238	24	13	’s	’s	NOUN
clogic-200238	24	14	,	,	PUNCT
clogic-200238	24	15	rosenblatt	rosenblatt	PROPN
clogic-200238	24	16	’s	’s	PART
clogic-200238	24	17	neuron	neuron	PROPN
clogic-200238	24	18	manipulated	manipulate	VERB
clogic-200238	24	19	the	the	DET
clogic-200238	24	20	inputs	input	NOUN
clogic-200238	24	21	statistically	statistically	ADV
clogic-200238	24	22	,	,	PUNCT
clogic-200238	24	23	giving	give	VERB
clogic-200238	24	24	statistical	statistical	ADJ
clogic-200238	24	25	outputs	output	NOUN
clogic-200238	24	26	to	to	ADP
clogic-200238	24	27	other	other	ADJ
clogic-200238	24	28	neurons	neuron	NOUN
clogic-200238	24	29	.	.	PUNCT
clogic-200238	25	1	the	the	DET
clogic-200238	25	2	biggest	big	ADJ
clogic-200238	25	3	advantage	advantage	NOUN
clogic-200238	25	4	of	of	ADP
clogic-200238	25	5	this	this	DET
clogic-200238	25	6	statistical	statistical	ADJ
clogic-200238	25	7	model	model	NOUN
clogic-200238	25	8	is	be	AUX
clogic-200238	25	9	it	it	PRON
clogic-200238	25	10	can	can	AUX
clogic-200238	25	11	be	be	AUX
clogic-200238	25	12	tuned	tune	VERB
clogic-200238	25	13	in	in	ADP
clogic-200238	25	14	a	a	DET
clogic-200238	25	15	finer	fine	ADJ
clogic-200238	25	16	grain	grain	NOUN
clogic-200238	25	17	way.5	way.5	PROPN
clogic-200238	25	18	it	it	PRON
clogic-200238	25	19	was	be	AUX
clogic-200238	25	20	n’t	n’t	ADJ
clogic-200238	25	21	until	until	ADP
clogic-200238	25	22	the	the	DET
clogic-200238	25	23	1980s	1980	NOUN
clogic-200238	25	24	that	that	SCONJ
clogic-200238	25	25	another	another	DET
clogic-200238	25	26	breakthrough	breakthrough	NOUN
clogic-200238	25	27	occurs	occur	VERB
clogic-200238	25	28	in	in	ADP
clogic-200238	25	29	the	the	DET
clogic-200238	25	30	training	training	NOUN
clogic-200238	25	31	of	of	ADP
clogic-200238	25	32	neural	neural	ADJ
clogic-200238	25	33	networks	network	NOUN
clogic-200238	25	34	with	with	ADP
clogic-200238	25	35	the	the	DET
clogic-200238	25	36	discovery	discovery	NOUN
clogic-200238	25	37	that	that	PRON
clogic-200238	25	38	neural	neural	ADJ
clogic-200238	25	39	networks	network	NOUN
clogic-200238	25	40	could	could	AUX
clogic-200238	25	41	be	be	AUX
clogic-200238	25	42	trained	train	VERB
clogic-200238	25	43	using	use	VERB
clogic-200238	25	44	gradient	gradient	ADJ
clogic-200238	25	45	descent	descent	NOUN
clogic-200238	25	46	.	.	PUNCT
clogic-200238	26	1	this	this	PRON
clogic-200238	26	2	means	mean	VERB
clogic-200238	26	3	that	that	SCONJ
clogic-200238	26	4	the	the	DET
clogic-200238	26	5	modification	modification	NOUN
clogic-200238	26	6	of	of	ADP
clogic-200238	26	7	the	the	DET
clogic-200238	26	8	values	value	NOUN
clogic-200238	26	9	of	of	ADP
clogic-200238	26	10	the	the	DET
clogic-200238	26	11	neurons	neuron	NOUN
clogic-200238	26	12	are	be	AUX
clogic-200238	26	13	gradual	gradual	ADJ
clogic-200238	26	14	,	,	PUNCT
clogic-200238	26	15	slow	slow	ADJ
clogic-200238	26	16	,	,	PUNCT
clogic-200238	26	17	and	and	CCONJ
clogic-200238	26	18	responsive	responsive	ADJ
clogic-200238	26	19	to	to	ADP
clogic-200238	26	20	the	the	DET
clogic-200238	26	21	output	output	NOUN
clogic-200238	26	22	error.6	error.6	NOUN
clogic-200238	26	23	in	in	ADP
clogic-200238	26	24	the	the	DET
clogic-200238	26	25	researchers	researcher	NOUN
clogic-200238	26	26	’	'	PUNCT
clogic-200238	26	27	own	own	ADJ
clogic-200238	26	28	words	word	NOUN
clogic-200238	26	29	,	,	PUNCT
clogic-200238	26	30	“	"	PUNCT
clogic-200238	26	31	the	the	DET
clogic-200238	26	32	procedure	procedure	NOUN
clogic-200238	26	33	repeatedly	repeatedly	ADV
clogic-200238	26	34	adjusts	adjust	VERB
clogic-200238	26	35	the	the	DET
clogic-200238	26	36	weights	weight	NOUN
clogic-200238	26	37	of	of	ADP
clogic-200238	26	38	the	the	DET
clogic-200238	26	39	connections	connection	NOUN
clogic-200238	26	40	in	in	ADP
clogic-200238	26	41	the	the	DET
clogic-200238	26	42	network	network	NOUN
clogic-200238	26	43	so	so	SCONJ
clogic-200238	26	44	as	as	SCONJ
clogic-200238	26	45	to	to	PART
clogic-200238	26	46	measure	measure	VERB
clogic-200238	26	47	the	the	DET
clogic-200238	26	48	difference	difference	NOUN
clogic-200238	26	49	between	between	ADP
clogic-200238	26	50	the	the	DET
clogic-200238	26	51	actual	actual	ADJ
clogic-200238	26	52	output	output	NOUN
clogic-200238	26	53	vector	vector	NOUN
clogic-200238	26	54	of	of	ADP
clogic-200238	26	55	the	the	DET
clogic-200238	26	56	net	net	NOUN
clogic-200238	26	57	and	and	CCONJ
clogic-200238	26	58	the	the	DET
clogic-200238	26	59	desired	desire	VERB
clogic-200238	26	60	output	output	NOUN
clogic-200238	26	61	vector	vector	NOUN
clogic-200238	26	62	.	.	PUNCT
clogic-200238	26	63	”7	”7	X
clogic-200238	27	1	when	when	SCONJ
clogic-200238	27	2	training	train	VERB
clogic-200238	27	3	a	a	DET
clogic-200238	27	4	neural	neural	ADJ
clogic-200238	27	5	network	network	NOUN
clogic-200238	27	6	,	,	PUNCT
clogic-200238	27	7	or	or	CCONJ
clogic-200238	27	8	any	any	DET
clogic-200238	27	9	algorithm	algorithm	NOUN
clogic-200238	27	10	,	,	PUNCT
clogic-200238	27	11	data	datum	NOUN
clogic-200238	27	12	is	be	AUX
clogic-200238	27	13	split	split	VERB
clogic-200238	27	14	into	into	ADP
clogic-200238	27	15	training	training	NOUN
clogic-200238	27	16	and	and	CCONJ
clogic-200238	27	17	testing	testing	NOUN
clogic-200238	27	18	batches	batch	NOUN
clogic-200238	27	19	.	.	PUNCT
clogic-200238	28	1	the	the	DET
clogic-200238	28	2	training	training	NOUN
clogic-200238	28	3	batch	batch	NOUN
clogic-200238	28	4	is	be	AUX
clogic-200238	28	5	sent	send	VERB
clogic-200238	28	6	through	through	ADP
clogic-200238	28	7	the	the	DET
clogic-200238	28	8	network	network	NOUN
clogic-200238	28	9	and	and	CCONJ
clogic-200238	28	10	its	its	PRON
clogic-200238	28	11	outputs	output	NOUN
clogic-200238	28	12	(	(	PUNCT
clogic-200238	28	13	the	the	DET
clogic-200238	28	14	actual	actual	ADJ
clogic-200238	28	15	output	output	NOUN
clogic-200238	28	16	vector	vector	NOUN
clogic-200238	28	17	)	)	PUNCT
clogic-200238	28	18	are	be	AUX
clogic-200238	28	19	plotted	plot	VERB
clogic-200238	28	20	against	against	ADP
clogic-200238	28	21	the	the	DET
clogic-200238	28	22	testing	testing	NOUN
clogic-200238	28	23	data	datum	NOUN
clogic-200238	28	24	(	(	PUNCT
clogic-200238	28	25	the	the	DET
clogic-200238	28	26	desired	desire	VERB
clogic-200238	28	27	output	output	NOUN
clogic-200238	28	28	vector	vector	NOUN
clogic-200238	28	29	)	)	PUNCT
clogic-200238	28	30	.	.	PUNCT
clogic-200238	29	1	for	for	ADP
clogic-200238	29	2	now	now	ADV
clogic-200238	29	3	,	,	PUNCT
clogic-200238	29	4	suffice	suffice	VERB
clogic-200238	29	5	it	it	PRON
clogic-200238	29	6	to	to	PART
clogic-200238	29	7	say	say	VERB
clogic-200238	29	8	that	that	SCONJ
clogic-200238	29	9	vectors	vector	NOUN
clogic-200238	29	10	are	be	AUX
clogic-200238	29	11	simply	simply	ADV
clogic-200238	29	12	values	value	NOUN
clogic-200238	29	13	.	.	PUNCT
clogic-200238	30	1	deep	deep	ADJ
clogic-200238	30	2	learning	learning	NOUN
clogic-200238	30	3	refers	refer	VERB
clogic-200238	30	4	to	to	ADP
clogic-200238	30	5	neural	neural	ADJ
clogic-200238	30	6	networks	network	NOUN
clogic-200238	30	7	that	that	PRON
clogic-200238	30	8	have	have	VERB
clogic-200238	30	9	many	many	ADJ
clogic-200238	30	10	entire	entire	ADJ
clogic-200238	30	11	layers	layer	NOUN
clogic-200238	30	12	of	of	ADP
clogic-200238	30	13	neural	neural	ADJ
clogic-200238	30	14	networks	network	NOUN
clogic-200238	30	15	feeding	feed	VERB
clogic-200238	30	16	each	each	DET
clogic-200238	30	17	other	other	ADJ
clogic-200238	30	18	.	.	PUNCT
clogic-200238	31	1	while	while	SCONJ
clogic-200238	31	2	a	a	DET
clogic-200238	31	3	simple	simple	ADJ
clogic-200238	31	4	neural	neural	ADJ
clogic-200238	31	5	network	network	NOUN
clogic-200238	31	6	may	may	AUX
clogic-200238	31	7	have	have	VERB
clogic-200238	31	8	just	just	ADV
clogic-200238	31	9	one	one	NUM
clogic-200238	31	10	set	set	NOUN
clogic-200238	31	11	of	of	ADP
clogic-200238	31	12	neurons	neuron	NOUN
clogic-200238	31	13	,	,	PUNCT
clogic-200238	31	14	a	a	DET
clogic-200238	31	15	deep	deep	ADJ
clogic-200238	31	16	neural	neural	ADJ
clogic-200238	31	17	network	network	NOUN
clogic-200238	31	18	has	have	VERB
clogic-200238	31	19	as	as	ADV
clogic-200238	31	20	many	many	ADJ
clogic-200238	31	21	hidden	hidden	ADJ
clogic-200238	31	22	layers	layer	NOUN
clogic-200238	31	23	as	as	SCONJ
clogic-200238	31	24	desired	desire	VERB
clogic-200238	31	25	.	.	PUNCT
clogic-200238	32	1	these	these	DET
clogic-200238	32	2	hidden	hide	VERB
clogic-200238	32	3	layers	layer	NOUN
clogic-200238	32	4	,	,	PUNCT
clogic-200238	32	5	and	and	CCONJ
clogic-200238	32	6	the	the	DET
clogic-200238	32	7	mathematical	mathematical	ADJ
clogic-200238	32	8	relationships	relationship	NOUN
clogic-200238	32	9	between	between	ADP
clogic-200238	32	10	them	they	PRON
clogic-200238	32	11	,	,	PUNCT
clogic-200238	32	12	are	be	AUX
clogic-200238	32	13	referred	refer	VERB
clogic-200238	32	14	to	to	ADP
clogic-200238	32	15	as	as	ADP
clogic-200238	32	16	the	the	DET
clogic-200238	32	17	“	"	PUNCT
clogic-200238	32	18	black	black	ADJ
clogic-200238	32	19	box	box	NOUN
clogic-200238	32	20	”	"	PUNCT
clogic-200238	32	21	of	of	ADP
clogic-200238	32	22	machine	machine	NOUN
clogic-200238	32	23	learning	learning	NOUN
clogic-200238	32	24	.	.	PUNCT
clogic-200238	33	1	3	3	NUM
clogic-200238	33	2	bernhard	bernhard	PROPN
clogic-200238	33	3	mehlig	mehlig	PROPN
clogic-200238	33	4	,	,	PUNCT
clogic-200238	33	5	machine	machine	NOUN
clogic-200238	33	6	learning	learning	NOUN
clogic-200238	33	7	with	with	ADP
clogic-200238	33	8	neural	neural	ADJ
clogic-200238	33	9	networks	network	NOUN
clogic-200238	33	10	,	,	PUNCT
clogic-200238	33	11	27	27	NUM
clogic-200238	33	12	,	,	PUNCT
clogic-200238	33	13	oct	oct	PROPN
clogic-200238	33	14	.	.	PROPN
clogic-200238	33	15	,	,	PUNCT
clogic-200238	33	16	2021	2021	NUM
clogic-200238	33	17	:	:	PUNCT
clogic-200238	33	18	https://arxiv.org/abs/1901.05639	https://arxiv.org/abs/1901.05639	PROPN
clogic-200238	33	19	,	,	PUNCT
clogic-200238	33	20	1	1	X
clogic-200238	33	21	.	.	SYM
clogic-200238	33	22	4	4	NUM
clogic-200238	33	23	warren	warren	PROPN
clogic-200238	33	24	mcculloch	mcculloch	PROPN
clogic-200238	33	25	and	and	CCONJ
clogic-200238	33	26	walter	walter	PROPN
clogic-200238	33	27	pitts	pitts	PROPN
clogic-200238	33	28	,	,	PUNCT
clogic-200238	33	29	“	"	PUNCT
clogic-200238	33	30	a	a	DET
clogic-200238	33	31	logical	logical	ADJ
clogic-200238	33	32	calculus	calculus	NOUN
clogic-200238	33	33	of	of	ADP
clogic-200238	33	34	the	the	DET
clogic-200238	33	35	ideas	idea	NOUN
clogic-200238	33	36	immanent	immanent	ADJ
clogic-200238	33	37	in	in	ADP
clogic-200238	33	38	nervous	nervous	ADJ
clogic-200238	33	39	activity	activity	NOUN
clogic-200238	33	40	,	,	PUNCT
clogic-200238	33	41	”	"	PUNCT
clogic-200238	33	42	bulletin	bulletin	NOUN
clogic-200238	33	43	of	of	ADP
clogic-200238	33	44	mathematical	mathematical	ADJ
clogic-200238	33	45	biology	biology	NOUN
clogic-200238	33	46	5	5	NUM
clogic-200238	33	47	:	:	SYM
clogic-200238	33	48	115	115	NUM
clogic-200238	33	49	-	-	SYM
clogic-200238	33	50	133	133	NUM
clogic-200238	33	51	.	.	PUNCT
clogic-200238	33	52	5	5	NUM
clogic-200238	33	53	frank	frank	PROPN
clogic-200238	33	54	rosenblatt	rosenblatt	PROPN
clogic-200238	33	55	,	,	PUNCT
clogic-200238	33	56	report	report	VERB
clogic-200238	33	57	no	no	INTJ
clogic-200238	33	58	.	.	NOUN
clogic-200238	33	59	85	85	NUM
clogic-200238	33	60	-	-	SYM
clogic-200238	33	61	460	460	NUM
clogic-200238	33	62	-	-	SYM
clogic-200238	33	63	1	1	NUM
clogic-200238	33	64	:	:	PUNCT
clogic-200238	33	65	the	the	DET
clogic-200238	33	66	perceptron	perceptron	PROPN
clogic-200238	33	67	:	:	PUNCT
clogic-200238	33	68	a	a	DET
clogic-200238	33	69	perceiving	perceive	VERB
clogic-200238	33	70	and	and	CCONJ
clogic-200238	33	71	recognizing	recognize	VERB
clogic-200238	33	72	automaton	automaton	NOUN
clogic-200238	33	73	(	(	PUNCT
clogic-200238	33	74	buffalo	buffalo	PROPN
clogic-200238	33	75	,	,	PUNCT
clogic-200238	33	76	ny	ny	PROPN
clogic-200238	33	77	:	:	PUNCT
clogic-200238	33	78	cornell	cornell	PROPN
clogic-200238	33	79	aeronautical	aeronautical	PROPN
clogic-200238	33	80	laboratory	laboratory	PROPN
clogic-200238	33	81	,	,	PUNCT
clogic-200238	33	82	inc	inc	PROPN
clogic-200238	33	83	,	,	PUNCT
clogic-200238	33	84	1957	1957	NUM
clogic-200238	33	85	)	)	PUNCT
clogic-200238	33	86	,	,	PUNCT
clogic-200238	33	87	14	14	NUM
clogic-200238	33	88	.	.	PUNCT
clogic-200238	33	89	available	available	ADJ
clogic-200238	33	90	at	at	ADP
clogic-200238	33	91	:	:	PUNCT
clogic-200238	33	92	https://blogs.umass.edu/brain-wars/files/2016/03/	https://blogs.umass.edu/brain-wars/files/2016/03/	PROPN
clogic-200238	33	93	rosenblatt-1957.pdf	rosenblatt-1957.pdf	PROPN
clogic-200238	33	94	.	.	PROPN
clogic-200238	33	95	6	6	NUM
clogic-200238	33	96	mehlig	mehlig	NOUN
clogic-200238	33	97	,	,	PUNCT
clogic-200238	33	98	3	3	NUM
clogic-200238	33	99	.	.	NOUN
clogic-200238	33	100	7	7	NUM
clogic-200238	33	101	david	david	PROPN
clogic-200238	33	102	rumelhart	rumelhart	PROPN
clogic-200238	33	103	,	,	PUNCT
clogic-200238	33	104	geoffrey	geoffrey	PROPN
clogic-200238	33	105	hinton	hinton	PROPN
clogic-200238	33	106	,	,	PUNCT
clogic-200238	33	107	and	and	CCONJ
clogic-200238	33	108	ronald	ronald	PROPN
clogic-200238	33	109	williams	williams	PROPN
clogic-200238	33	110	,	,	PUNCT
clogic-200238	33	111	“	"	PUNCT
clogic-200238	33	112	learning	learn	VERB
clogic-200238	33	113	representations	representation	NOUN
clogic-200238	33	114	by	by	ADP
clogic-200238	33	115	back	back	ADV
clogic-200238	33	116	-	-	PUNCT
clogic-200238	33	117	propogating	propogate	VERB
clogic-200238	33	118	errors	error	NOUN
clogic-200238	33	119	,	,	PUNCT
clogic-200238	33	120	”	"	PUNCT
clogic-200238	33	121	nature	nature	NOUN
clogic-200238	33	122	323	323	NUM
clogic-200238	33	123	,	,	PUNCT
clogic-200238	33	124	no	no	INTJ
clogic-200238	33	125	.	.	NOUN
clogic-200238	33	126	9	9	NUM
clogic-200238	33	127	(	(	PUNCT
clogic-200238	33	128	october	october	PROPN
clogic-200238	33	129	,	,	PUNCT
clogic-200238	33	130	1986	1986	NUM
clogic-200238	33	131	):	):	PUNCT
clogic-200238	33	132	533	533	NUM
clogic-200238	33	133	-	-	SYM
clogic-200238	33	134	536	536	NUM
clogic-200238	33	135	,	,	PUNCT
clogic-200238	33	136	533	533	NUM
clogic-200238	33	137	.	.	PUNCT
clogic-200238	34	1	more	more	ADJ
clogic-200238	34	2	34	34	NUM
clogic-200238	34	3	8	8	NUM
clogic-200238	34	4	“	"	PUNCT
clogic-200238	34	5	explainable	explainable	ADJ
clogic-200238	34	6	ai	ai	NOUN
clogic-200238	34	7	”	"	PUNCT
clogic-200238	34	8	is	be	AUX
clogic-200238	34	9	machine	machine	NOUN
clogic-200238	34	10	learning	learning	NOUN
clogic-200238	34	11	which	which	PRON
clogic-200238	34	12	can	can	AUX
clogic-200238	34	13	be	be	AUX
clogic-200238	34	14	fully	fully	ADV
clogic-200238	34	15	explicitly	explicitly	ADV
clogic-200238	34	16	explained	explain	VERB
clogic-200238	34	17	in	in	ADP
clogic-200238	34	18	mathematical	mathematical	ADJ
clogic-200238	34	19	terms	term	NOUN
clogic-200238	34	20	:	:	PUNCT
clogic-200238	34	21	the	the	DET
clogic-200238	34	22	weights	weight	NOUN
clogic-200238	34	23	of	of	ADP
clogic-200238	34	24	every	every	DET
clogic-200238	34	25	neuron	neuron	NOUN
clogic-200238	34	26	can	can	AUX
clogic-200238	34	27	be	be	AUX
clogic-200238	34	28	given	give	VERB
clogic-200238	34	29	and	and	CCONJ
clogic-200238	34	30	the	the	DET
clogic-200238	34	31	relationship	relationship	NOUN
clogic-200238	34	32	between	between	ADP
clogic-200238	34	33	every	every	DET
clogic-200238	34	34	neuron	neuron	NOUN
clogic-200238	34	35	in	in	ADP
clogic-200238	34	36	the	the	DET
clogic-200238	34	37	network	network	NOUN
clogic-200238	34	38	is	be	AUX
clogic-200238	34	39	calculable	calculable	ADJ
clogic-200238	34	40	.	.	PUNCT
clogic-200238	35	1	in	in	ADP
clogic-200238	35	2	deep	deep	ADJ
clogic-200238	35	3	learning	learning	NOUN
clogic-200238	35	4	networks	network	NOUN
clogic-200238	35	5	,	,	PUNCT
clogic-200238	35	6	with	with	ADP
clogic-200238	35	7	a	a	DET
clogic-200238	35	8	“	"	PUNCT
clogic-200238	35	9	black	black	ADJ
clogic-200238	35	10	box	box	NOUN
clogic-200238	35	11	”	"	PUNCT
clogic-200238	35	12	of	of	ADP
clogic-200238	35	13	many	many	ADJ
clogic-200238	35	14	hidden	hide	VERB
clogic-200238	35	15	layers	layer	NOUN
clogic-200238	35	16	,	,	PUNCT
clogic-200238	35	17	the	the	DET
clogic-200238	35	18	explainability	explainability	NOUN
clogic-200238	35	19	drops	drop	VERB
clogic-200238	35	20	because	because	SCONJ
clogic-200238	35	21	the	the	DET
clogic-200238	35	22	calculations	calculation	NOUN
clogic-200238	35	23	become	become	VERB
clogic-200238	35	24	exponentially	exponentially	ADV
clogic-200238	35	25	large	large	ADJ
clogic-200238	35	26	.	.	PUNCT
clogic-200238	36	1	while	while	SCONJ
clogic-200238	36	2	“	"	PUNCT
clogic-200238	36	3	the	the	DET
clogic-200238	36	4	math	math	NOUN
clogic-200238	36	5	”	"	PUNCT
clogic-200238	36	6	is	be	AUX
clogic-200238	36	7	out	out	ADV
clogic-200238	36	8	there	there	ADV
clogic-200238	36	9	–	–	PUNCT
clogic-200238	36	10	it	it	PRON
clogic-200238	36	11	does	do	AUX
clogic-200238	36	12	exist	exist	VERB
clogic-200238	36	13	in	in	ADP
clogic-200238	36	14	some	some	DET
clogic-200238	36	15	computer	computer	NOUN
clogic-200238	36	16	–	–	PUNCT
clogic-200238	36	17	it	it	PRON
clogic-200238	36	18	is	be	AUX
clogic-200238	36	19	not	not	PART
clogic-200238	36	20	comprehendible	comprehendible	ADJ
clogic-200238	36	21	to	to	ADP
clogic-200238	36	22	a	a	DET
clogic-200238	36	23	human	human	ADJ
clogic-200238	36	24	mind	mind	NOUN
clogic-200238	36	25	.	.	PUNCT
clogic-200238	37	1	we	we	PRON
clogic-200238	37	2	do	do	AUX
clogic-200238	37	3	know	know	VERB
clogic-200238	37	4	what	what	PRON
clogic-200238	37	5	is	be	AUX
clogic-200238	37	6	going	go	VERB
clogic-200238	37	7	on	on	ADP
clogic-200238	37	8	–	–	PUNCT
clogic-200238	37	9	nodes	node	NOUN
clogic-200238	37	10	pass	pass	VERB
clogic-200238	37	11	signals	signal	NOUN
clogic-200238	37	12	back	back	ADV
clogic-200238	37	13	and	and	CCONJ
clogic-200238	37	14	forth	forth	ADV
clogic-200238	37	15	,	,	PUNCT
clogic-200238	37	16	forward	forward	ADV
clogic-200238	37	17	-	-	PUNCT
clogic-200238	37	18	propagating	propagate	VERB
clogic-200238	37	19	and	and	CCONJ
clogic-200238	37	20	backward	backward	ADV
clogic-200238	37	21	-	-	PUNCT
clogic-200238	37	22	propagating	propagating	NOUN
clogic-200238	37	23	–	–	PUNCT
clogic-200238	37	24	we	we	PRON
clogic-200238	37	25	can	can	AUX
clogic-200238	37	26	not	not	PART
clogic-200238	37	27	comprehend	comprehend	VERB
clogic-200238	37	28	the	the	DET
clogic-200238	37	29	exact	exact	ADJ
clogic-200238	37	30	mathematical	mathematical	ADJ
clogic-200238	37	31	calculations	calculation	NOUN
clogic-200238	37	32	in	in	ADP
clogic-200238	37	33	their	their	PRON
clogic-200238	37	34	entirety	entirety	NOUN
clogic-200238	37	35	.	.	PUNCT
clogic-200238	38	1	ii	ii	PROPN
clogic-200238	38	2	tokenization	tokenization	NOUN
clogic-200238	38	3	and	and	CCONJ
clogic-200238	38	4	training	training	NOUN
clogic-200238	38	5	if	if	SCONJ
clogic-200238	38	6	ai	ai	NOUN
clogic-200238	38	7	is	be	AUX
clogic-200238	38	8	just	just	ADV
clogic-200238	38	9	numerical	numerical	ADJ
clogic-200238	38	10	computation	computation	NOUN
clogic-200238	38	11	,	,	PUNCT
clogic-200238	38	12	how	how	SCONJ
clogic-200238	38	13	does	do	AUX
clogic-200238	38	14	the	the	DET
clogic-200238	38	15	information	information	NOUN
clogic-200238	38	16	turn	turn	VERB
clogic-200238	38	17	from	from	ADP
clogic-200238	38	18	words	word	NOUN
clogic-200238	38	19	,	,	PUNCT
clogic-200238	38	20	images	image	NOUN
clogic-200238	38	21	,	,	PUNCT
clogic-200238	38	22	or	or	CCONJ
clogic-200238	38	23	sounds	sound	VERB
clogic-200238	38	24	into	into	ADP
clogic-200238	38	25	numbers	number	NOUN
clogic-200238	38	26	and	and	CCONJ
clogic-200238	38	27	vectors	vector	NOUN
clogic-200238	38	28	which	which	PRON
clogic-200238	38	29	are	be	AUX
clogic-200238	38	30	mathematical	mathematical	ADJ
clogic-200238	38	31	?	?	PUNCT
clogic-200238	39	1	stepping	step	VERB
clogic-200238	39	2	back	back	ADV
clogic-200238	39	3	from	from	ADP
clogic-200238	39	4	how	how	SCONJ
clogic-200238	39	5	the	the	DET
clogic-200238	39	6	network	network	NOUN
clogic-200238	39	7	operates	operate	VERB
clogic-200238	39	8	,	,	PUNCT
clogic-200238	39	9	i	i	PRON
clogic-200238	39	10	will	will	AUX
clogic-200238	39	11	explain	explain	VERB
clogic-200238	39	12	how	how	SCONJ
clogic-200238	39	13	input	input	ADJ
clogic-200238	39	14	data	data	NOUN
clogic-200238	39	15	is	be	AUX
clogic-200238	39	16	vectorized	vectorize	VERB
clogic-200238	39	17	to	to	PART
clogic-200238	39	18	explain	explain	VERB
clogic-200238	39	19	how	how	SCONJ
clogic-200238	39	20	a	a	DET
clogic-200238	39	21	new	new	ADJ
clogic-200238	39	22	technique	technique	NOUN
clogic-200238	39	23	,	,	PUNCT
clogic-200238	39	24	the	the	DET
clogic-200238	39	25	transformer	transformer	NOUN
clogic-200238	39	26	,	,	PUNCT
clogic-200238	39	27	has	have	AUX
clogic-200238	39	28	propelled	propel	VERB
clogic-200238	39	29	ai	ai	VERB
clogic-200238	39	30	into	into	ADP
clogic-200238	39	31	its	its	PRON
clogic-200238	39	32	current	current	ADJ
clogic-200238	39	33	form	form	NOUN
clogic-200238	39	34	.	.	PUNCT
clogic-200238	40	1	algorithms	algorithm	NOUN
clogic-200238	40	2	,	,	PUNCT
clogic-200238	40	3	as	as	SCONJ
clogic-200238	40	4	mentioned	mention	VERB
clogic-200238	40	5	,	,	PUNCT
clogic-200238	40	6	turn	turn	VERB
clogic-200238	40	7	inputs	input	NOUN
clogic-200238	40	8	into	into	ADP
clogic-200238	40	9	outputs	output	NOUN
clogic-200238	40	10	.	.	PUNCT
clogic-200238	41	1	when	when	SCONJ
clogic-200238	41	2	dealing	deal	VERB
clogic-200238	41	3	with	with	ADP
clogic-200238	41	4	numbers	number	NOUN
clogic-200238	41	5	,	,	PUNCT
clogic-200238	41	6	the	the	DET
clogic-200238	41	7	relationship	relationship	NOUN
clogic-200238	41	8	between	between	ADP
clogic-200238	41	9	the	the	DET
clogic-200238	41	10	inputs	input	NOUN
clogic-200238	41	11	and	and	CCONJ
clogic-200238	41	12	outputs	output	NOUN
clogic-200238	41	13	is	be	AUX
clogic-200238	41	14	quite	quite	ADV
clogic-200238	41	15	obvious	obvious	ADJ
clogic-200238	41	16	:	:	PUNCT
clogic-200238	41	17	some	some	DET
clogic-200238	41	18	combination	combination	NOUN
clogic-200238	41	19	of	of	ADP
clogic-200238	41	20	operations	operation	NOUN
clogic-200238	41	21	(	(	PUNCT
clogic-200238	41	22	addition	addition	NOUN
clogic-200238	41	23	,	,	PUNCT
clogic-200238	41	24	subtraction	subtraction	NOUN
clogic-200238	41	25	,	,	PUNCT
clogic-200238	41	26	multiplication	multiplication	NOUN
clogic-200238	41	27	,	,	PUNCT
clogic-200238	41	28	linear	linear	ADJ
clogic-200238	41	29	algebra	algebra	NOUN
clogic-200238	41	30	)	)	PUNCT
clogic-200238	41	31	acted	act	VERB
clogic-200238	41	32	upon	upon	SCONJ
clogic-200238	41	33	the	the	DET
clogic-200238	41	34	input	input	NOUN
clogic-200238	41	35	to	to	PART
clogic-200238	41	36	produce	produce	VERB
clogic-200238	41	37	the	the	DET
clogic-200238	41	38	output	output	NOUN
clogic-200238	41	39	.	.	PUNCT
clogic-200238	42	1	when	when	SCONJ
clogic-200238	42	2	dealing	deal	VERB
clogic-200238	42	3	with	with	ADP
clogic-200238	42	4	non	non	ADJ
clogic-200238	42	5	-	-	ADJ
clogic-200238	42	6	numerical	numerical	ADJ
clogic-200238	42	7	inputs	input	NOUN
clogic-200238	42	8	like	like	ADP
clogic-200238	42	9	words	word	NOUN
clogic-200238	42	10	and	and	CCONJ
clogic-200238	42	11	images	image	NOUN
clogic-200238	42	12	,	,	PUNCT
clogic-200238	42	13	some	some	DET
clogic-200238	42	14	level	level	NOUN
clogic-200238	42	15	of	of	ADP
clogic-200238	42	16	encoding	encoding	NOUN
clogic-200238	42	17	must	must	AUX
clogic-200238	42	18	take	take	VERB
clogic-200238	42	19	place	place	NOUN
clogic-200238	42	20	.	.	PUNCT
clogic-200238	43	1	encoding	encoding	NOUN
clogic-200238	43	2	is	be	AUX
clogic-200238	43	3	the	the	DET
clogic-200238	43	4	changing	changing	NOUN
clogic-200238	43	5	of	of	ADP
clogic-200238	43	6	some	some	DET
clogic-200238	43	7	non	non	ADJ
clogic-200238	43	8	-	-	ADJ
clogic-200238	43	9	numeric	numeric	ADJ
clogic-200238	43	10	input	input	NOUN
clogic-200238	43	11	into	into	ADP
clogic-200238	43	12	a	a	DET
clogic-200238	43	13	numerically	numerically	ADV
clogic-200238	43	14	palpable	palpable	ADJ
clogic-200238	43	15	item	item	NOUN
clogic-200238	43	16	which	which	PRON
clogic-200238	43	17	can	can	AUX
clogic-200238	43	18	be	be	AUX
clogic-200238	43	19	manipulated	manipulate	VERB
clogic-200238	43	20	.	.	PUNCT
clogic-200238	44	1	ml	ml	NOUN
clogic-200238	44	2	models	model	NOUN
clogic-200238	44	3	begin	begin	VERB
clogic-200238	44	4	by	by	ADP
clogic-200238	44	5	encoding	encode	VERB
clogic-200238	44	6	the	the	DET
clogic-200238	44	7	input	input	NOUN
clogic-200238	44	8	,	,	PUNCT
clogic-200238	44	9	like	like	ADP
clogic-200238	44	10	the	the	DET
clogic-200238	44	11	sentence	sentence	NOUN
clogic-200238	44	12	“	"	PUNCT
clogic-200238	44	13	the	the	DET
clogic-200238	44	14	dog	dog	NOUN
clogic-200238	44	15	wags	wag	VERB
clogic-200238	44	16	its	its	PRON
clogic-200238	44	17	tail	tail	NOUN
clogic-200238	44	18	,	,	PUNCT
clogic-200238	44	19	”	"	PUNCT
clogic-200238	44	20	into	into	ADP
clogic-200238	44	21	some	some	DET
clogic-200238	44	22	smaller	small	ADJ
clogic-200238	44	23	more	more	ADV
clogic-200238	44	24	relevant	relevant	ADJ
clogic-200238	44	25	chunks	chunk	NOUN
clogic-200238	44	26	of	of	ADP
clogic-200238	44	27	information	information	NOUN
clogic-200238	44	28	.	.	PUNCT
clogic-200238	45	1	in	in	ADP
clogic-200238	45	2	large	large	ADJ
clogic-200238	45	3	language	language	NOUN
clogic-200238	45	4	models	model	NOUN
clogic-200238	45	5	,	,	PUNCT
clogic-200238	45	6	this	this	PRON
clogic-200238	45	7	happens	happen	VERB
clogic-200238	45	8	by	by	ADP
clogic-200238	45	9	tokenization	tokenization	NOUN
clogic-200238	45	10	.	.	PUNCT
clogic-200238	46	1	sentences	sentence	NOUN
clogic-200238	46	2	and	and	CCONJ
clogic-200238	46	3	words	word	NOUN
clogic-200238	46	4	are	be	AUX
clogic-200238	46	5	broken	break	VERB
clogic-200238	46	6	into	into	ADP
clogic-200238	46	7	tokens	token	NOUN
clogic-200238	46	8	–	–	PUNCT
clogic-200238	46	9	“	"	PUNCT
clogic-200238	46	10	the	the	PRON
clogic-200238	46	11	”	"	PUNCT
clogic-200238	46	12	“	"	PUNCT
clogic-200238	46	13	dog	dog	NOUN
clogic-200238	46	14	”	"	PUNCT
clogic-200238	46	15	“	"	PUNCT
clogic-200238	46	16	wags	wag	NOUN
clogic-200238	46	17	”	"	PUNCT
clogic-200238	46	18	“	"	PUNCT
clogic-200238	46	19	its	its	PRON
clogic-200238	46	20	”	"	PUNCT
clogic-200238	46	21	“	"	PUNCT
clogic-200238	46	22	tail	tail	NOUN
clogic-200238	46	23	.	.	PUNCT
clogic-200238	46	24	”	"	PUNCT
clogic-200238	47	1	some	some	DET
clogic-200238	47	2	tokenizers	tokenizer	NOUN
clogic-200238	47	3	break	break	VERB
clogic-200238	47	4	down	down	ADP
clogic-200238	47	5	sentences	sentence	NOUN
clogic-200238	47	6	into	into	ADP
clogic-200238	47	7	words	word	NOUN
clogic-200238	47	8	,	,	PUNCT
clogic-200238	47	9	though	though	SCONJ
clogic-200238	47	10	most	most	ADJ
clogic-200238	47	11	break	break	VERB
clogic-200238	47	12	them	they	PRON
clogic-200238	47	13	into	into	ADP
clogic-200238	47	14	sub	sub	ADJ
clogic-200238	47	15	-	-	ADJ
clogic-200238	47	16	word	word	ADJ
clogic-200238	47	17	portions	portion	NOUN
clogic-200238	47	18	,	,	PUNCT
clogic-200238	47	19	by	by	ADP
clogic-200238	47	20	syllable	syllable	NOUN
clogic-200238	47	21	,	,	PUNCT
clogic-200238	47	22	by	by	ADP
clogic-200238	47	23	punctuation	punctuation	NOUN
clogic-200238	47	24	(	(	PUNCT
clogic-200238	47	25	including	include	VERB
clogic-200238	47	26	spaces	space	NOUN
clogic-200238	47	27	and	and	CCONJ
clogic-200238	47	28	apostrophes	apostrophe	NOUN
clogic-200238	47	29	)	)	PUNCT
clogic-200238	47	30	,	,	PUNCT
clogic-200238	47	31	or	or	CCONJ
clogic-200238	47	32	other	other	ADJ
clogic-200238	47	33	codes	code	NOUN
clogic-200238	47	34	.	.	PUNCT
clogic-200238	48	1	the	the	DET
clogic-200238	48	2	exact	exact	ADJ
clogic-200238	48	3	choice	choice	NOUN
clogic-200238	48	4	of	of	ADP
clogic-200238	48	5	tokenization	tokenization	NOUN
clogic-200238	48	6	method	method	NOUN
clogic-200238	48	7	depends	depend	VERB
clogic-200238	48	8	on	on	ADP
clogic-200238	48	9	the	the	DET
clogic-200238	48	10	desired	desire	VERB
clogic-200238	48	11	output	output	NOUN
clogic-200238	48	12	of	of	ADP
clogic-200238	48	13	the	the	DET
clogic-200238	48	14	model	model	NOUN
clogic-200238	48	15	.	.	PUNCT
clogic-200238	49	1	basically	basically	ADV
clogic-200238	49	2	,	,	PUNCT
clogic-200238	49	3	to	to	PART
clogic-200238	49	4	train	train	VERB
clogic-200238	49	5	a	a	DET
clogic-200238	49	6	large	large	ADJ
clogic-200238	49	7	language	language	NOUN
clogic-200238	49	8	model	model	NOUN
clogic-200238	49	9	means	mean	VERB
clogic-200238	49	10	to	to	PART
clogic-200238	49	11	find	find	VERB
clogic-200238	49	12	the	the	DET
clogic-200238	49	13	statistical	statistical	ADJ
clogic-200238	49	14	relationship	relationship	NOUN
clogic-200238	49	15	between	between	ADP
clogic-200238	49	16	the	the	DET
clogic-200238	49	17	tokens	token	NOUN
clogic-200238	49	18	.	.	PUNCT
clogic-200238	49	19	gpt-3	gpt-3	NOUN
clogic-200238	49	20	uses	use	VERB
clogic-200238	49	21	a	a	DET
clogic-200238	49	22	tokenizer	tokenizer	NOUN
clogic-200238	49	23	roughly	roughly	ADV
clogic-200238	49	24	equivalent	equivalent	ADJ
clogic-200238	49	25	to	to	ADP
clogic-200238	49	26	4	4	NUM
clogic-200238	49	27	characters	character	NOUN
clogic-200238	49	28	of	of	ADP
clogic-200238	49	29	text	text	NOUN
clogic-200238	49	30	in	in	ADP
clogic-200238	49	31	english	english	PROPN
clogic-200238	49	32	;	;	PUNCT
clogic-200238	49	33	the	the	DET
clogic-200238	49	34	8	8	NUM
clogic-200238	49	35	https://thedatascientist.com/what-deep-learning-is-and-isnt/	https://thedatascientist.com/what-deep-learning-is-and-isnt/	NOUN
clogic-200238	49	36	cultural	cultural	ADJ
clogic-200238	49	37	logic	logic	NOUN
clogic-200238	49	38	35	35	NUM
clogic-200238	49	39	sentence	sentence	NOUN
clogic-200238	49	40	“	"	PUNCT
clogic-200238	49	41	the	the	DET
clogic-200238	49	42	dog	dog	NOUN
clogic-200238	49	43	wags	wag	VERB
clogic-200238	49	44	its	its	PRON
clogic-200238	49	45	tail	tail	NOUN
clogic-200238	49	46	”	"	PUNCT
clogic-200238	49	47	is	be	AUX
clogic-200238	49	48	tokenized	tokenize	VERB
clogic-200238	49	49	as	as	SCONJ
clogic-200238	49	50	the	the	DET
clogic-200238	49	51	dog	dog	NOUN
clogic-200238	49	52	wags	wag	VERB
clogic-200238	49	53	its	its	PRON
clogic-200238	49	54	tail.9	tail.9	PROPN
clogic-200238	49	55	the	the	DET
clogic-200238	49	56	tokens	token	NOUN
clogic-200238	49	57	are	be	AUX
clogic-200238	49	58	given	give	VERB
clogic-200238	49	59	numerical	numerical	ADJ
clogic-200238	49	60	ids	id	NOUN
clogic-200238	49	61	–	–	PUNCT
clogic-200238	49	62	in	in	ADP
clogic-200238	49	63	this	this	DET
clogic-200238	49	64	case	case	NOUN
clogic-200238	50	1	[	[	X
clogic-200238	50	2	1169	1169	NUM
clogic-200238	50	3	,	,	PUNCT
clogic-200238	50	4	3290	3290	NUM
clogic-200238	50	5	,	,	PUNCT
clogic-200238	50	6	266	266	NUM
clogic-200238	50	7	,	,	PUNCT
clogic-200238	50	8	663	663	NUM
clogic-200238	50	9	,	,	PUNCT
clogic-200238	50	10	7894	7894	NUM
clogic-200238	50	11	]	]	PUNCT
clogic-200238	50	12	–	–	PUNCT
clogic-200238	50	13	which	which	PRON
clogic-200238	50	14	correspond	correspond	VERB
clogic-200238	50	15	to	to	ADP
clogic-200238	50	16	a	a	DET
clogic-200238	50	17	list	list	NOUN
clogic-200238	50	18	of	of	ADP
clogic-200238	50	19	every	every	DET
clogic-200238	50	20	possible	possible	ADJ
clogic-200238	50	21	token	token	VERB
clogic-200238	50	22	in	in	ADP
clogic-200238	50	23	the	the	DET
clogic-200238	50	24	english	english	ADJ
clogic-200238	50	25	language	language	NOUN
clogic-200238	50	26	.	.	PUNCT
clogic-200238	51	1	the	the	DET
clogic-200238	51	2	neural	neural	ADJ
clogic-200238	51	3	network	network	NOUN
clogic-200238	51	4	is	be	AUX
clogic-200238	51	5	then	then	ADV
clogic-200238	51	6	trained	train	VERB
clogic-200238	51	7	on	on	ADP
clogic-200238	51	8	the	the	DET
clogic-200238	51	9	statistical	statistical	ADJ
clogic-200238	51	10	relationship	relationship	NOUN
clogic-200238	51	11	between	between	ADP
clogic-200238	51	12	the	the	DET
clogic-200238	51	13	tokens	token	NOUN
clogic-200238	51	14	–	–	PUNCT
clogic-200238	51	15	which	which	PRON
clogic-200238	51	16	occur	occur	VERB
clogic-200238	51	17	next	next	ADV
clogic-200238	51	18	to	to	ADP
clogic-200238	51	19	each	each	DET
clogic-200238	51	20	other	other	ADJ
clogic-200238	51	21	,	,	PUNCT
clogic-200238	51	22	which	which	PRON
clogic-200238	51	23	come	come	VERB
clogic-200238	51	24	before	before	ADP
clogic-200238	51	25	or	or	CCONJ
clogic-200238	51	26	after	after	ADP
clogic-200238	51	27	others	other	NOUN
clogic-200238	51	28	.	.	PUNCT
clogic-200238	52	1	slowly	slowly	ADV
clogic-200238	52	2	,	,	PUNCT
clogic-200238	52	3	using	use	VERB
clogic-200238	52	4	a	a	DET
clogic-200238	52	5	gradient	gradient	NOUN
clogic-200238	52	6	,	,	PUNCT
clogic-200238	52	7	the	the	DET
clogic-200238	52	8	network	network	NOUN
clogic-200238	52	9	adjusts	adjust	VERB
clogic-200238	52	10	the	the	DET
clogic-200238	52	11	values	value	NOUN
clogic-200238	52	12	of	of	ADP
clogic-200238	52	13	the	the	DET
clogic-200238	52	14	vectors	vector	NOUN
clogic-200238	52	15	(	(	PUNCT
clogic-200238	52	16	the	the	DET
clogic-200238	52	17	nodes	node	NOUN
clogic-200238	52	18	)	)	PUNCT
clogic-200238	52	19	to	to	AUX
clogic-200238	52	20	more	more	ADV
clogic-200238	52	21	closely	closely	ADV
clogic-200238	52	22	match	match	VERB
clogic-200238	52	23	with	with	ADP
clogic-200238	52	24	what	what	PRON
clogic-200238	52	25	the	the	DET
clogic-200238	52	26	output	output	NOUN
clogic-200238	52	27	should	should	AUX
clogic-200238	52	28	be	be	AUX
clogic-200238	52	29	against	against	ADP
clogic-200238	52	30	what	what	PRON
clogic-200238	52	31	the	the	DET
clogic-200238	52	32	model	model	NOUN
clogic-200238	52	33	actually	actually	ADV
clogic-200238	52	34	produces	produce	VERB
clogic-200238	52	35	.	.	PUNCT
clogic-200238	53	1	neutral	neutral	ADJ
clogic-200238	53	2	networks	network	NOUN
clogic-200238	53	3	begin	begin	VERB
clogic-200238	53	4	with	with	ADP
clogic-200238	53	5	arbitrary	arbitrary	ADJ
clogic-200238	53	6	values	value	NOUN
clogic-200238	53	7	for	for	ADP
clogic-200238	53	8	the	the	DET
clogic-200238	53	9	nodes	node	NOUN
clogic-200238	53	10	in	in	ADP
clogic-200238	53	11	the	the	DET
clogic-200238	53	12	network	network	NOUN
clogic-200238	53	13	–	–	PUNCT
clogic-200238	53	14	totally	totally	ADV
clogic-200238	53	15	random	random	ADJ
clogic-200238	53	16	values	value	NOUN
clogic-200238	53	17	of	of	ADP
clogic-200238	53	18	vectors	vector	NOUN
clogic-200238	53	19	–	–	PUNCT
clogic-200238	53	20	which	which	PRON
clogic-200238	53	21	become	become	VERB
clogic-200238	53	22	less	less	ADV
clogic-200238	53	23	random	random	ADJ
clogic-200238	53	24	as	as	SCONJ
clogic-200238	53	25	tokenized	tokenized	ADJ
clogic-200238	53	26	items	item	NOUN
clogic-200238	53	27	are	be	AUX
clogic-200238	53	28	passed	pass	VERB
clogic-200238	53	29	through	through	ADP
clogic-200238	53	30	and	and	CCONJ
clogic-200238	53	31	the	the	DET
clogic-200238	53	32	output	output	NOUN
clogic-200238	53	33	is	be	AUX
clogic-200238	53	34	compared	compare	VERB
clogic-200238	53	35	to	to	ADP
clogic-200238	53	36	the	the	DET
clogic-200238	53	37	expected	expect	VERB
clogic-200238	53	38	output	output	NOUN
clogic-200238	53	39	(	(	PUNCT
clogic-200238	53	40	training	training	NOUN
clogic-200238	53	41	-	-	PUNCT
clogic-200238	53	42	testing	testing	NOUN
clogic-200238	53	43	split	split	NOUN
clogic-200238	53	44	of	of	ADP
clogic-200238	53	45	the	the	DET
clogic-200238	53	46	data	datum	NOUN
clogic-200238	53	47	)	)	PUNCT
clogic-200238	53	48	.	.	PUNCT
clogic-200238	54	1	networks	network	NOUN
clogic-200238	54	2	“	"	PUNCT
clogic-200238	54	3	adjust	adjust	VERB
clogic-200238	54	4	themselves	themselves	PRON
clogic-200238	54	5	”	"	PUNCT
clogic-200238	54	6	based	base	VERB
clogic-200238	54	7	on	on	ADP
clogic-200238	54	8	how	how	SCONJ
clogic-200238	54	9	much	much	ADJ
clogic-200238	54	10	error	error	NOUN
clogic-200238	54	11	is	be	AUX
clogic-200238	54	12	calculated	calculate	VERB
clogic-200238	54	13	after	after	SCONJ
clogic-200238	54	14	it	it	PRON
clogic-200238	54	15	produces	produce	VERB
clogic-200238	54	16	an	an	DET
clogic-200238	54	17	output	output	NOUN
clogic-200238	54	18	.	.	PUNCT
clogic-200238	55	1	suppose	suppose	VERB
clogic-200238	55	2	that	that	SCONJ
clogic-200238	55	3	some	some	DET
clogic-200238	55	4	token	token	ADJ
clogic-200238	55	5	input	input	NOUN
clogic-200238	55	6	of	of	ADP
clogic-200238	55	7	1	1	NUM
clogic-200238	55	8	should	should	AUX
clogic-200238	55	9	give	give	VERB
clogic-200238	55	10	an	an	DET
clogic-200238	55	11	output	output	NOUN
clogic-200238	55	12	of	of	ADP
clogic-200238	55	13	5	5	NUM
clogic-200238	55	14	,	,	PUNCT
clogic-200238	55	15	and	and	CCONJ
clogic-200238	55	16	the	the	DET
clogic-200238	55	17	model	model	NOUN
clogic-200238	55	18	gave	give	VERB
clogic-200238	55	19	an	an	DET
clogic-200238	55	20	output	output	NOUN
clogic-200238	55	21	of	of	ADP
clogic-200238	55	22	3	3	NUM
clogic-200238	55	23	.	.	PUNCT
clogic-200238	56	1	the	the	DET
clogic-200238	56	2	model	model	NOUN
clogic-200238	56	3	will	will	AUX
clogic-200238	56	4	adjust	adjust	VERB
clogic-200238	56	5	the	the	DET
clogic-200238	56	6	nodes	node	NOUN
clogic-200238	56	7	that	that	SCONJ
clogic-200238	56	8	that	that	DET
clogic-200238	56	9	token	token	NOUN
clogic-200238	56	10	passed	pass	VERB
clogic-200238	56	11	through	through	ADP
clogic-200238	56	12	to	to	PART
clogic-200238	56	13	make	make	VERB
clogic-200238	56	14	its	its	PRON
clogic-200238	56	15	output	output	NOUN
clogic-200238	56	16	5	5	NUM
clogic-200238	56	17	instead	instead	ADV
clogic-200238	56	18	of	of	ADP
clogic-200238	56	19	3	3	NUM
clogic-200238	56	20	.	.	PUNCT
clogic-200238	57	1	every	every	DET
clogic-200238	57	2	model	model	NOUN
clogic-200238	57	3	has	have	VERB
clogic-200238	57	4	some	some	DET
clogic-200238	57	5	loss	loss	NOUN
clogic-200238	57	6	,	,	PUNCT
clogic-200238	57	7	and	and	CCONJ
clogic-200238	57	8	no	no	DET
clogic-200238	57	9	model	model	NOUN
clogic-200238	57	10	will	will	AUX
clogic-200238	57	11	be	be	AUX
clogic-200238	57	12	trained	train	VERB
clogic-200238	57	13	perfectly	perfectly	ADV
clogic-200238	57	14	,	,	PUNCT
clogic-200238	57	15	so	so	CCONJ
clogic-200238	57	16	maybe	maybe	ADV
clogic-200238	57	17	only	only	ADV
clogic-200238	57	18	4.6	4.6	NUM
clogic-200238	57	19	or	or	CCONJ
clogic-200238	57	20	4.8	4.8	NUM
clogic-200238	57	21	is	be	AUX
clogic-200238	57	22	achieved	achieve	VERB
clogic-200238	57	23	by	by	ADP
clogic-200238	57	24	the	the	DET
clogic-200238	57	25	corrected	correct	VERB
clogic-200238	57	26	model	model	NOUN
clogic-200238	57	27	.	.	PUNCT
clogic-200238	58	1	loss	loss	NOUN
clogic-200238	58	2	functions	function	NOUN
clogic-200238	58	3	are	be	AUX
clogic-200238	58	4	built	build	VERB
clogic-200238	58	5	into	into	ADP
clogic-200238	58	6	models	model	NOUN
clogic-200238	58	7	which	which	PRON
clogic-200238	58	8	impact	impact	VERB
clogic-200238	58	9	how	how	SCONJ
clogic-200238	58	10	much	much	ADJ
clogic-200238	58	11	and	and	CCONJ
clogic-200238	58	12	how	how	SCONJ
clogic-200238	58	13	quickly	quickly	ADV
clogic-200238	58	14	the	the	DET
clogic-200238	58	15	model	model	NOUN
clogic-200238	58	16	“	"	PUNCT
clogic-200238	58	17	learns	learns	PROPN
clogic-200238	58	18	”	"	PUNCT
clogic-200238	58	19	from	from	ADP
clogic-200238	58	20	its	its	PRON
clogic-200238	58	21	loss	loss	NOUN
clogic-200238	58	22	.	.	PUNCT
clogic-200238	59	1	if	if	SCONJ
clogic-200238	59	2	a	a	DET
clogic-200238	59	3	model	model	NOUN
clogic-200238	59	4	was	be	AUX
clogic-200238	59	5	off	off	ADV
clogic-200238	59	6	by	by	ADP
clogic-200238	59	7	2	2	NUM
clogic-200238	59	8	(	(	PUNCT
clogic-200238	59	9	in	in	ADP
clogic-200238	59	10	our	our	PRON
clogic-200238	59	11	case	case	NOUN
clogic-200238	59	12	above	above	ADP
clogic-200238	59	13	)	)	PUNCT
clogic-200238	59	14	,	,	PUNCT
clogic-200238	59	15	we	we	PRON
clogic-200238	59	16	do	do	AUX
clogic-200238	59	17	n’t	not	PART
clogic-200238	59	18	want	want	VERB
clogic-200238	59	19	it	it	PRON
clogic-200238	59	20	to	to	PART
clogic-200238	59	21	overcorrect	overcorrect	VERB
clogic-200238	59	22	and	and	CCONJ
clogic-200238	59	23	yield	yield	VERB
clogic-200238	59	24	an	an	DET
clogic-200238	59	25	output	output	NOUN
clogic-200238	59	26	of	of	ADP
clogic-200238	59	27	7	7	NUM
clogic-200238	59	28	or	or	CCONJ
clogic-200238	59	29	8	8	NUM
clogic-200238	59	30	(	(	PUNCT
clogic-200238	59	31	if	if	SCONJ
clogic-200238	59	32	the	the	DET
clogic-200238	59	33	ceiling	ceiling	NOUN
clogic-200238	59	34	is	be	AUX
clogic-200238	59	35	10	10	NUM
clogic-200238	59	36	)	)	PUNCT
clogic-200238	59	37	,	,	PUNCT
clogic-200238	59	38	and	and	CCONJ
clogic-200238	59	39	given	give	VERB
clogic-200238	59	40	that	that	SCONJ
clogic-200238	59	41	a	a	DET
clogic-200238	59	42	model	model	NOUN
clogic-200238	59	43	is	be	AUX
clogic-200238	59	44	trained	train	VERB
clogic-200238	59	45	in	in	ADP
clogic-200238	59	46	many	many	ADJ
clogic-200238	59	47	cycles	cycle	NOUN
clogic-200238	59	48	(	(	PUNCT
clogic-200238	59	49	called	call	VERB
clogic-200238	59	50	epochs	epoch	NOUN
clogic-200238	59	51	)	)	PUNCT
clogic-200238	59	52	,	,	PUNCT
clogic-200238	59	53	we	we	PRON
clogic-200238	59	54	want	want	VERB
clogic-200238	59	55	to	to	PART
clogic-200238	59	56	track	track	VERB
clogic-200238	59	57	the	the	DET
clogic-200238	59	58	loss	loss	NOUN
clogic-200238	59	59	value	value	NOUN
clogic-200238	59	60	.	.	PUNCT
clogic-200238	60	1	we	we	PRON
clogic-200238	60	2	want	want	VERB
clogic-200238	60	3	the	the	DET
clogic-200238	60	4	model	model	NOUN
clogic-200238	60	5	to	to	PART
clogic-200238	60	6	correct	correct	VERB
clogic-200238	60	7	itself	itself	PRON
clogic-200238	60	8	just	just	ADV
clogic-200238	60	9	enough	enough	ADV
clogic-200238	60	10	to	to	PART
clogic-200238	60	11	move	move	VERB
clogic-200238	60	12	in	in	ADP
clogic-200238	60	13	the	the	DET
clogic-200238	60	14	right	right	ADJ
clogic-200238	60	15	direction	direction	NOUN
clogic-200238	60	16	without	without	ADP
clogic-200238	60	17	overcorrecting	overcorrecte	VERB
clogic-200238	60	18	.	.	PUNCT
clogic-200238	61	1	iii	iii	NUM
clogic-200238	61	2	transformers	transformer	NOUN
clogic-200238	61	3	and	and	CCONJ
clogic-200238	61	4	large	large	ADJ
clogic-200238	61	5	language	language	NOUN
clogic-200238	61	6	models	model	NOUN
clogic-200238	61	7	10	10	NUM
clogic-200238	61	8	recursive	recursive	ADJ
clogic-200238	61	9	neural	neural	ADJ
clogic-200238	61	10	networks	network	NOUN
clogic-200238	61	11	(	(	PUNCT
clogic-200238	61	12	rnn	rnn	PROPN
clogic-200238	61	13	)	)	PUNCT
clogic-200238	61	14	learn	learn	VERB
clogic-200238	61	15	token	token	VERB
clogic-200238	61	16	by	by	ADP
clogic-200238	61	17	token	token	NOUN
clogic-200238	61	18	.	.	PUNCT
clogic-200238	62	1	the	the	DET
clogic-200238	62	2	model	model	NOUN
clogic-200238	62	3	takes	take	VERB
clogic-200238	62	4	some	some	DET
clogic-200238	62	5	input	input	NOUN
clogic-200238	62	6	,	,	PUNCT
clogic-200238	62	7	adjusts	adjust	VERB
clogic-200238	62	8	it	it	PRON
clogic-200238	62	9	,	,	PUNCT
clogic-200238	62	10	gives	give	VERB
clogic-200238	62	11	an	an	DET
clogic-200238	62	12	output	output	NOUN
clogic-200238	62	13	,	,	PUNCT
clogic-200238	62	14	checks	check	VERB
clogic-200238	62	15	how	how	SCONJ
clogic-200238	62	16	accurate	accurate	ADJ
clogic-200238	62	17	it	it	PRON
clogic-200238	62	18	was	be	AUX
clogic-200238	62	19	,	,	PUNCT
clogic-200238	62	20	and	and	CCONJ
clogic-200238	62	21	adjusts	adjust	VERB
clogic-200238	62	22	accordingly	accordingly	ADV
clogic-200238	62	23	before	before	ADP
clogic-200238	62	24	moving	move	VERB
clogic-200238	62	25	on	on	ADP
clogic-200238	62	26	to	to	ADP
clogic-200238	62	27	the	the	DET
clogic-200238	62	28	next	next	ADJ
clogic-200238	62	29	token	token	NOUN
clogic-200238	62	30	.	.	PUNCT
clogic-200238	63	1	the	the	DET
clogic-200238	63	2	“	"	PUNCT
clogic-200238	63	3	recurrence	recurrence	NOUN
clogic-200238	63	4	’	'	PUNCT
clogic-200238	63	5	”	"	PUNCT
clogic-200238	63	6	of	of	ADP
clogic-200238	63	7	the	the	DET
clogic-200238	63	8	rnn	rnn	NOUN
clogic-200238	63	9	is	be	AUX
clogic-200238	63	10	the	the	DET
clogic-200238	63	11	step	step	NOUN
clogic-200238	63	12	-	-	PUNCT
clogic-200238	63	13	by	by	ADP
clogic-200238	63	14	-	-	PUNCT
clogic-200238	63	15	step	step	NOUN
clogic-200238	63	16	self	self	NOUN
clogic-200238	63	17	-	-	PUNCT
clogic-200238	63	18	modification	modification	NOUN
clogic-200238	63	19	of	of	ADP
clogic-200238	63	20	the	the	DET
clogic-200238	63	21	model	model	NOUN
clogic-200238	63	22	to	to	ADP
clogic-200238	63	23	its	its	PRON
clogic-200238	63	24	calculated	calculated	ADJ
clogic-200238	63	25	loss	loss	NOUN
clogic-200238	63	26	.	.	PUNCT
clogic-200238	64	1	in	in	ADP
clogic-200238	64	2	the	the	DET
clogic-200238	64	3	image	image	NOUN
clogic-200238	64	4	above	above	ADV
clogic-200238	64	5	,	,	PUNCT
clogic-200238	64	6	the	the	DET
clogic-200238	64	7	model	model	NOUN
clogic-200238	64	8	takes	take	VERB
clogic-200238	64	9	some	some	DET
clogic-200238	64	10	input	input	NOUN
clogic-200238	64	11	x	x	X
clogic-200238	64	12	,	,	PUNCT
clogic-200238	64	13	gives	give	VERB
clogic-200238	64	14	an	an	DET
clogic-200238	64	15	output	output	NOUN
clogic-200238	64	16	h	h	NOUN
clogic-200238	64	17	,	,	PUNCT
clogic-200238	64	18	and	and	CCONJ
clogic-200238	64	19	learns	learn	VERB
clogic-200238	64	20	from	from	ADP
clogic-200238	64	21	the	the	DET
clogic-200238	64	22	loss	loss	NOUN
clogic-200238	64	23	to	to	PART
clogic-200238	64	24	adjust	adjust	VERB
clogic-200238	64	25	the	the	DET
clogic-200238	64	26	next	next	ADJ
clogic-200238	64	27	input	input	NOUN
clogic-200238	64	28	-	-	PUNCT
clogic-200238	64	29	output	output	NOUN
clogic-200238	64	30	cycle	cycle	NOUN
clogic-200238	64	31	.	.	PUNCT
clogic-200238	65	1	9	9	NUM
clogic-200238	65	2	accessed	access	VERB
clogic-200238	65	3	here	here	ADV
clogic-200238	65	4	:	:	PUNCT
clogic-200238	65	5	https://platform.openai.com/tokenizer	https://platform.openai.com/tokenizer	X
clogic-200238	65	6	on	on	ADP
clogic-200238	65	7	september	september	PROPN
clogic-200238	65	8	30	30	NUM
clogic-200238	65	9	,	,	PUNCT
clogic-200238	65	10	2023	2023	NUM
clogic-200238	65	11	.	.	PUNCT
clogic-200238	66	1	10	10	NUM
clogic-200238	66	2	accessed	access	VERB
clogic-200238	66	3	here	here	ADV
clogic-200238	66	4	:	:	PUNCT
clogic-200238	66	5	https://www.datacamp.com/tutorial/tutorial-for-recurrent-neural-network	https://www.datacamp.com/tutorial/tutorial-for-recurrent-neural-network	NOUN
clogic-200238	66	6	on	on	ADP
clogic-200238	66	7	september	september	PROPN
clogic-200238	66	8	30	30	NUM
clogic-200238	66	9	,	,	PUNCT
clogic-200238	66	10	2023	2023	NUM
clogic-200238	66	11	.	.	PUNCT
clogic-200238	67	1	more	more	ADJ
clogic-200238	67	2	36	36	NUM
clogic-200238	67	3	however	however	ADV
clogic-200238	67	4	,	,	PUNCT
clogic-200238	67	5	because	because	SCONJ
clogic-200238	67	6	they	they	PRON
clogic-200238	67	7	adjust	adjust	VERB
clogic-200238	67	8	themselves	themselves	PRON
clogic-200238	67	9	so	so	ADV
clogic-200238	67	10	often	often	ADV
clogic-200238	67	11	,	,	PUNCT
clogic-200238	67	12	rnns	rnn	NOUN
clogic-200238	67	13	have	have	VERB
clogic-200238	67	14	poor	poor	ADJ
clogic-200238	67	15	“	"	PUNCT
clogic-200238	67	16	long	long	ADJ
clogic-200238	67	17	term	term	NOUN
clogic-200238	67	18	memory	memory	NOUN
clogic-200238	67	19	.	.	PUNCT
clogic-200238	67	20	”	"	PUNCT
clogic-200238	68	1	another	another	DET
clogic-200238	68	2	more	more	ADV
clogic-200238	68	3	concerning	concern	VERB
clogic-200238	68	4	problem	problem	NOUN
clogic-200238	68	5	is	be	AUX
clogic-200238	68	6	that	that	PRON
clogic-200238	68	7	of	of	ADP
clogic-200238	68	8	vanishing	vanish	VERB
clogic-200238	68	9	and	and	CCONJ
clogic-200238	68	10	exploding	explode	VERB
clogic-200238	68	11	gradients	gradient	NOUN
clogic-200238	68	12	.	.	PUNCT
clogic-200238	69	1	as	as	SCONJ
clogic-200238	69	2	the	the	DET
clogic-200238	69	3	model	model	NOUN
clogic-200238	69	4	adjusts	adjust	VERB
clogic-200238	69	5	itself	itself	PRON
clogic-200238	69	6	,	,	PUNCT
clogic-200238	69	7	it	it	PRON
clogic-200238	69	8	balances	balance	VERB
clogic-200238	69	9	the	the	DET
clogic-200238	69	10	many	many	ADJ
clogic-200238	69	11	layers	layer	NOUN
clogic-200238	69	12	of	of	ADP
clogic-200238	69	13	networks	network	NOUN
clogic-200238	69	14	that	that	PRON
clogic-200238	69	15	have	have	VERB
clogic-200238	69	16	varying	vary	VERB
clogic-200238	69	17	levels	level	NOUN
clogic-200238	69	18	of	of	ADP
clogic-200238	69	19	loss	loss	NOUN
clogic-200238	69	20	.	.	PUNCT
clogic-200238	70	1	to	to	PART
clogic-200238	70	2	say	say	VERB
clogic-200238	70	3	a	a	DET
clogic-200238	70	4	gradient	gradient	NOUN
clogic-200238	70	5	is	be	AUX
clogic-200238	70	6	vanishing	vanish	VERB
clogic-200238	70	7	is	be	AUX
clogic-200238	70	8	to	to	PART
clogic-200238	70	9	say	say	VERB
clogic-200238	70	10	that	that	SCONJ
clogic-200238	70	11	some	some	DET
clogic-200238	70	12	layers	layer	NOUN
clogic-200238	70	13	are	be	AUX
clogic-200238	70	14	not	not	PART
clogic-200238	70	15	adjusting	adjust	VERB
clogic-200238	70	16	themselves	themselves	PRON
clogic-200238	70	17	as	as	ADV
clogic-200238	70	18	much	much	ADV
clogic-200238	70	19	as	as	SCONJ
clogic-200238	70	20	they	they	PRON
clogic-200238	70	21	should	should	AUX
clogic-200238	70	22	(	(	PUNCT
clogic-200238	70	23	the	the	DET
clogic-200238	70	24	gradient	gradient	NOUN
clogic-200238	70	25	of	of	ADP
clogic-200238	70	26	adjustment	adjustment	NOUN
clogic-200238	70	27	is	be	AUX
clogic-200238	70	28	small	small	ADJ
clogic-200238	70	29	,	,	PUNCT
clogic-200238	70	30	and	and	CCONJ
clogic-200238	70	31	becomes	become	VERB
clogic-200238	70	32	smaller	small	ADJ
clogic-200238	70	33	every	every	DET
clogic-200238	70	34	iteration	iteration	NOUN
clogic-200238	70	35	)	)	PUNCT
clogic-200238	70	36	.	.	PUNCT
clogic-200238	71	1	to	to	PART
clogic-200238	71	2	say	say	VERB
clogic-200238	71	3	a	a	DET
clogic-200238	71	4	gradient	gradient	NOUN
clogic-200238	71	5	is	be	AUX
clogic-200238	71	6	exploding	explode	VERB
clogic-200238	71	7	is	be	AUX
clogic-200238	71	8	to	to	PART
clogic-200238	71	9	say	say	VERB
clogic-200238	71	10	too	too	ADV
clogic-200238	71	11	much	much	ADJ
clogic-200238	71	12	adjusting	adjusting	NOUN
clogic-200238	71	13	is	be	AUX
clogic-200238	71	14	occurring	occur	VERB
clogic-200238	71	15	.	.	PUNCT
clogic-200238	72	1	in	in	ADP
clogic-200238	72	2	2017	2017	NUM
clogic-200238	72	3	,	,	PUNCT
clogic-200238	72	4	a	a	DET
clogic-200238	72	5	group	group	NOUN
clogic-200238	72	6	of	of	ADP
clogic-200238	72	7	ai	ai	ADJ
clogic-200238	72	8	researchers	researcher	NOUN
clogic-200238	72	9	at	at	ADP
clogic-200238	72	10	google	google	PROPN
clogic-200238	72	11	published	publish	VERB
clogic-200238	72	12	a	a	DET
clogic-200238	72	13	pre	pre	ADJ
clogic-200238	72	14	-	-	ADJ
clogic-200238	72	15	print	print	ADJ
clogic-200238	72	16	paper	paper	NOUN
clogic-200238	72	17	entitled	entitle	VERB
clogic-200238	72	18	“	"	PUNCT
clogic-200238	72	19	attention	attention	NOUN
clogic-200238	72	20	is	be	AUX
clogic-200238	72	21	all	all	PRON
clogic-200238	72	22	you	you	PRON
clogic-200238	72	23	need	need	VERB
clogic-200238	72	24	”	"	PUNCT
clogic-200238	72	25	where	where	SCONJ
clogic-200238	72	26	they	they	PRON
clogic-200238	72	27	presented	present	VERB
clogic-200238	72	28	a	a	DET
clogic-200238	72	29	novel	novel	ADJ
clogic-200238	72	30	architecture	architecture	NOUN
clogic-200238	72	31	for	for	ADP
clogic-200238	72	32	neural	neural	ADJ
clogic-200238	72	33	networks	network	NOUN
clogic-200238	72	34	called	call	VERB
clogic-200238	72	35	the	the	DET
clogic-200238	72	36	transformer.11	transformer.11	NOUN
clogic-200238	72	37	the	the	DET
clogic-200238	72	38	main	main	ADJ
clogic-200238	72	39	two	two	NUM
clogic-200238	72	40	structures	structure	NOUN
clogic-200238	72	41	in	in	ADP
clogic-200238	72	42	this	this	DET
clogic-200238	72	43	architecture	architecture	NOUN
clogic-200238	72	44	were	be	AUX
clogic-200238	72	45	an	an	DET
clogic-200238	72	46	encoder	encoder	NOUN
clogic-200238	72	47	and	and	CCONJ
clogic-200238	72	48	decoder	decoder	NOUN
clogic-200238	72	49	.	.	PUNCT
clogic-200238	73	1	the	the	DET
clogic-200238	73	2	transformer	transformer	NOUN
clogic-200238	73	3	’s	’s	PART
clogic-200238	73	4	encoder	encoder	NOUN
clogic-200238	73	5	not	not	PART
clogic-200238	73	6	only	only	ADV
clogic-200238	73	7	tokenized	tokenized	ADJ
clogic-200238	73	8	parts	part	NOUN
clogic-200238	73	9	of	of	ADP
clogic-200238	73	10	words	word	NOUN
clogic-200238	73	11	but	but	CCONJ
clogic-200238	73	12	built	build	VERB
clogic-200238	73	13	matrices	matrix	NOUN
clogic-200238	73	14	which	which	PRON
clogic-200238	73	15	also	also	ADV
clogic-200238	73	16	described	describe	VERB
clogic-200238	73	17	the	the	DET
clogic-200238	73	18	relationship	relationship	NOUN
clogic-200238	73	19	of	of	ADP
clogic-200238	73	20	that	that	PRON
clogic-200238	73	21	token	token	VERB
clogic-200238	73	22	to	to	ADP
clogic-200238	73	23	all	all	DET
clogic-200238	73	24	the	the	DET
clogic-200238	73	25	other	other	ADJ
clogic-200238	73	26	tokens	token	NOUN
clogic-200238	73	27	in	in	ADP
clogic-200238	73	28	a	a	DET
clogic-200238	73	29	given	give	VERB
clogic-200238	73	30	sequence	sequence	NOUN
clogic-200238	73	31	.	.	PUNCT
clogic-200238	74	1	not	not	PART
clogic-200238	74	2	only	only	ADV
clogic-200238	74	3	did	do	AUX
clogic-200238	74	4	words	word	NOUN
clogic-200238	74	5	become	become	VERB
clogic-200238	74	6	single	single	ADJ
clogic-200238	74	7	numbers	number	NOUN
clogic-200238	74	8	like	like	ADP
clogic-200238	74	9	425	425	NUM
clogic-200238	74	10	,	,	PUNCT
clogic-200238	74	11	but	but	CCONJ
clogic-200238	74	12	they	they	PRON
clogic-200238	74	13	became	become	VERB
clogic-200238	74	14	matrices	matrix	NOUN
clogic-200238	74	15	,	,	PUNCT
clogic-200238	74	16	such	such	ADJ
clogic-200238	74	17	as	as	ADP
clogic-200238	74	18	”	"	PUNCT
clogic-200238	74	19	:	:	PUNCT
clogic-200238	74	20	!	!	PUNCT
clogic-200238	75	1	1	1	NUM
clogic-200238	75	2	2	2	NUM
clogic-200238	75	3	0	0	NUM
clogic-200238	75	4	3	3	NUM
clogic-200238	75	5	&	&	CCONJ
clogic-200238	75	6	each	each	DET
clogic-200238	75	7	number	number	NOUN
clogic-200238	75	8	in	in	ADP
clogic-200238	75	9	the	the	DET
clogic-200238	75	10	matrix	matrix	NOUN
clogic-200238	75	11	represents	represent	VERB
clogic-200238	75	12	that	that	SCONJ
clogic-200238	75	13	token	token	PROPN
clogic-200238	75	14	’s	’s	PART
clogic-200238	75	15	relationship	relationship	NOUN
clogic-200238	75	16	to	to	ADP
clogic-200238	75	17	another	another	DET
clogic-200238	75	18	token	token	NOUN
clogic-200238	75	19	.	.	PUNCT
clogic-200238	76	1	by	by	ADP
clogic-200238	76	2	cleverly	cleverly	ADV
clogic-200238	76	3	multiplying	multiply	VERB
clogic-200238	76	4	the	the	DET
clogic-200238	76	5	right	right	ADJ
clogic-200238	76	6	matrices	matrix	NOUN
clogic-200238	76	7	together	together	ADV
clogic-200238	76	8	,	,	PUNCT
clogic-200238	76	9	a	a	DET
clogic-200238	76	10	much	much	ADV
clogic-200238	76	11	more	more	ADV
clogic-200238	76	12	intelligent	intelligent	ADJ
clogic-200238	76	13	neural	neural	ADJ
clogic-200238	76	14	network	network	NOUN
clogic-200238	76	15	can	can	AUX
clogic-200238	76	16	be	be	AUX
clogic-200238	76	17	created	create	VERB
clogic-200238	76	18	because	because	SCONJ
clogic-200238	76	19	more	more	ADJ
clogic-200238	76	20	information	information	NOUN
clogic-200238	76	21	is	be	AUX
clogic-200238	76	22	gathered	gather	VERB
clogic-200238	76	23	from	from	ADP
clogic-200238	76	24	the	the	DET
clogic-200238	76	25	data	datum	NOUN
clogic-200238	76	26	(	(	PUNCT
clogic-200238	76	27	not	not	PART
clogic-200238	76	28	just	just	ADV
clogic-200238	76	29	the	the	DET
clogic-200238	76	30	immediate	immediate	ADJ
clogic-200238	76	31	relationship	relationship	NOUN
clogic-200238	76	32	of	of	ADP
clogic-200238	76	33	one	one	NUM
clogic-200238	76	34	word	word	NOUN
clogic-200238	77	1	[	[	X
clogic-200238	77	2	token	token	X
clogic-200238	77	3	]	]	PUNCT
clogic-200238	77	4	to	to	ADP
clogic-200238	77	5	another	another	PRON
clogic-200238	78	1	but	but	CCONJ
clogic-200238	78	2	the	the	DET
clogic-200238	78	3	relationship	relationship	NOUN
clogic-200238	78	4	of	of	ADP
clogic-200238	78	5	every	every	DET
clogic-200238	78	6	word	word	NOUN
clogic-200238	78	7	to	to	ADP
clogic-200238	78	8	every	every	DET
clogic-200238	78	9	other	other	ADJ
clogic-200238	78	10	word	word	NOUN
clogic-200238	78	11	)	)	PUNCT
clogic-200238	78	12	.	.	PUNCT
clogic-200238	79	1	by	by	ADP
clogic-200238	79	2	following	follow	VERB
clogic-200238	79	3	a	a	DET
clogic-200238	79	4	specific	specific	ADJ
clogic-200238	79	5	series	series	NOUN
clogic-200238	79	6	of	of	ADP
clogic-200238	79	7	encodings	encoding	NOUN
clogic-200238	79	8	,	,	PUNCT
clogic-200238	79	9	decodings	decoding	NOUN
clogic-200238	79	10	,	,	PUNCT
clogic-200238	79	11	and	and	CCONJ
clogic-200238	79	12	normalizations	normalization	NOUN
clogic-200238	79	13	,	,	PUNCT
clogic-200238	79	14	the	the	DET
clogic-200238	79	15	transformer	transformer	NOUN
clogic-200238	79	16	can	can	AUX
clogic-200238	79	17	far	far	ADV
clogic-200238	79	18	more	more	ADV
clogic-200238	79	19	accurately	accurately	ADV
clogic-200238	79	20	and	and	CCONJ
clogic-200238	79	21	efficiently	efficiently	ADV
clogic-200238	79	22	capture	capture	VERB
clogic-200238	79	23	the	the	DET
clogic-200238	79	24	truth	truth	NOUN
clogic-200238	79	25	of	of	ADP
clogic-200238	79	26	the	the	DET
clogic-200238	79	27	training	training	NOUN
clogic-200238	79	28	data	datum	NOUN
clogic-200238	79	29	.	.	PUNCT
clogic-200238	80	1	the	the	DET
clogic-200238	80	2	original	original	ADJ
clogic-200238	80	3	transformer	transformer	NOUN
clogic-200238	80	4	in	in	ADP
clogic-200238	80	5	the	the	DET
clogic-200238	80	6	2017	2017	NUM
clogic-200238	80	7	paper	paper	NOUN
clogic-200238	80	8	was	be	AUX
clogic-200238	80	9	built	build	VERB
clogic-200238	80	10	for	for	ADP
clogic-200238	80	11	translation	translation	NOUN
clogic-200238	80	12	tasks	task	NOUN
clogic-200238	80	13	,	,	PUNCT
clogic-200238	80	14	trained	train	VERB
clogic-200238	80	15	on	on	ADP
clogic-200238	80	16	a	a	DET
clogic-200238	80	17	massive	massive	ADJ
clogic-200238	80	18	german	german	ADJ
clogic-200238	80	19	-	-	PUNCT
clogic-200238	80	20	english	english	ADJ
clogic-200238	80	21	dataset	dataset	NOUN
clogic-200238	80	22	.	.	PUNCT
clogic-200238	81	1	within	within	ADP
clogic-200238	81	2	7	7	NUM
clogic-200238	81	3	months	month	NOUN
clogic-200238	81	4	,	,	PUNCT
clogic-200238	81	5	another	another	DET
clogic-200238	81	6	breakthrough	breakthrough	NOUN
clogic-200238	81	7	took	take	VERB
clogic-200238	81	8	place	place	NOUN
clogic-200238	81	9	with	with	ADP
clogic-200238	81	10	the	the	DET
clogic-200238	81	11	unveiling	unveiling	NOUN
clogic-200238	81	12	of	of	ADP
clogic-200238	81	13	a	a	DET
clogic-200238	81	14	technique	technique	NOUN
clogic-200238	81	15	called	call	VERB
clogic-200238	81	16	generative	generative	ADJ
clogic-200238	81	17	pre	pre	ADJ
clogic-200238	81	18	-	-	NOUN
clogic-200238	81	19	training	training	ADJ
clogic-200238	81	20	,	,	PUNCT
clogic-200238	81	21	gpt.12	gpt.12	NOUN
clogic-200238	81	22	developed	develop	VERB
clogic-200238	81	23	by	by	ADP
clogic-200238	81	24	openai	openai	NOUN
clogic-200238	81	25	,	,	PUNCT
clogic-200238	81	26	generative	generative	ADJ
clogic-200238	81	27	pre	pre	ADJ
clogic-200238	81	28	-	-	ADJ
clogic-200238	81	29	training	training	ADJ
clogic-200238	81	30	differs	differ	NOUN
clogic-200238	81	31	from	from	ADP
clogic-200238	81	32	the	the	DET
clogic-200238	81	33	approach	approach	NOUN
clogic-200238	81	34	taken	take	VERB
clogic-200238	81	35	by	by	ADP
clogic-200238	81	36	the	the	DET
clogic-200238	81	37	google	google	PROPN
clogic-200238	81	38	team	team	NOUN
clogic-200238	81	39	in	in	ADP
clogic-200238	81	40	that	that	SCONJ
clogic-200238	81	41	it	it	PRON
clogic-200238	81	42	uses	use	VERB
clogic-200238	81	43	vast	vast	ADJ
clogic-200238	81	44	amounts	amount	NOUN
clogic-200238	81	45	of	of	ADP
clogic-200238	81	46	unstructured	unstructured	ADJ
clogic-200238	81	47	,	,	PUNCT
clogic-200238	81	48	raw	raw	ADJ
clogic-200238	81	49	text	text	NOUN
clogic-200238	81	50	,	,	PUNCT
clogic-200238	81	51	which	which	PRON
clogic-200238	81	52	is	be	AUX
clogic-200238	81	53	fine	fine	ADV
clogic-200238	81	54	tuned	tune	VERB
clogic-200238	81	55	on	on	ADP
clogic-200238	81	56	more	more	ADV
clogic-200238	81	57	clear	clear	ADJ
clogic-200238	81	58	and	and	CCONJ
clogic-200238	81	59	higher	high	ADJ
clogic-200238	81	60	quality	quality	NOUN
clogic-200238	81	61	data	datum	NOUN
clogic-200238	81	62	.	.	PUNCT
clogic-200238	82	1	what	what	PRON
clogic-200238	82	2	is	be	AUX
clogic-200238	82	3	meant	mean	VERB
clogic-200238	82	4	by	by	ADP
clogic-200238	82	5	“	"	PUNCT
clogic-200238	82	6	higher	high	ADJ
clogic-200238	82	7	quality	quality	NOUN
clogic-200238	82	8	data	datum	NOUN
clogic-200238	82	9	”	"	PUNCT
clogic-200238	82	10	is	be	AUX
clogic-200238	82	11	data	datum	NOUN
clogic-200238	82	12	which	which	PRON
clogic-200238	82	13	has	have	VERB
clogic-200238	82	14	a	a	DET
clogic-200238	82	15	calculable	calculable	ADJ
clogic-200238	82	16	loss	loss	NOUN
clogic-200238	82	17	.	.	PUNCT
clogic-200238	83	1	this	this	PRON
clogic-200238	83	2	is	be	AUX
clogic-200238	83	3	like	like	ADP
clogic-200238	83	4	having	have	VERB
clogic-200238	83	5	a	a	DET
clogic-200238	83	6	list	list	NOUN
clogic-200238	83	7	of	of	ADP
clogic-200238	83	8	multiple	multiple	ADJ
clogic-200238	83	9	-	-	PUNCT
clogic-200238	83	10	choice	choice	NOUN
clogic-200238	83	11	questions	question	NOUN
clogic-200238	83	12	in	in	ADP
clogic-200238	83	13	one	one	NUM
clogic-200238	83	14	column	column	NOUN
clogic-200238	83	15	and	and	CCONJ
clogic-200238	83	16	the	the	DET
clogic-200238	83	17	answers	answer	NOUN
clogic-200238	83	18	in	in	ADP
clogic-200238	83	19	a	a	DET
clogic-200238	83	20	second	second	ADJ
clogic-200238	83	21	column	column	NOUN
clogic-200238	83	22	.	.	PUNCT
clogic-200238	84	1	this	this	DET
clogic-200238	84	2	file	file	NOUN
clogic-200238	84	3	is	be	AUX
clogic-200238	84	4	split	split	VERB
clogic-200238	84	5	–	–	PUNCT
clogic-200238	84	6	often	often	ADV
clogic-200238	84	7	in	in	ADP
clogic-200238	84	8	a	a	DET
clogic-200238	84	9	70	70	NUM
clogic-200238	84	10	-	-	SYM
clogic-200238	84	11	30	30	NUM
clogic-200238	84	12	fashion	fashion	NOUN
clogic-200238	84	13	–	–	PUNCT
clogic-200238	84	14	to	to	PART
clogic-200238	84	15	give	give	VERB
clogic-200238	84	16	the	the	DET
clogic-200238	84	17	model	model	NOUN
clogic-200238	84	18	examples	example	NOUN
clogic-200238	84	19	of	of	ADP
clogic-200238	84	20	correct	correct	ADJ
clogic-200238	84	21	answers	answer	NOUN
clogic-200238	84	22	against	against	ADP
clogic-200238	84	23	which	which	PRON
clogic-200238	84	24	it	it	PRON
clogic-200238	84	25	can	can	AUX
clogic-200238	84	26	compare	compare	VERB
clogic-200238	84	27	itself	itself	PRON
clogic-200238	84	28	to	to	ADP
clogic-200238	84	29	.	.	PUNCT
clogic-200238	85	1	the	the	DET
clogic-200238	85	2	initial	initial	ADJ
clogic-200238	85	3	unsupervised	unsupervised	ADJ
clogic-200238	85	4	training	training	NOUN
clogic-200238	85	5	on	on	ADP
clogic-200238	85	6	raw	raw	ADJ
clogic-200238	85	7	data	datum	NOUN
clogic-200238	85	8	is	be	AUX
clogic-200238	85	9	analogous	analogous	ADJ
clogic-200238	85	10	to	to	ADP
clogic-200238	85	11	loading	load	VERB
clogic-200238	85	12	up	up	ADP
clogic-200238	85	13	the	the	DET
clogic-200238	85	14	model	model	NOUN
clogic-200238	85	15	with	with	ADP
clogic-200238	85	16	a	a	DET
clogic-200238	85	17	working	work	VERB
clogic-200238	85	18	vocabulary	vocabulary	NOUN
clogic-200238	85	19	and	and	CCONJ
clogic-200238	85	20	only	only	ADV
clogic-200238	85	21	giving	give	VERB
clogic-200238	85	22	a	a	DET
clogic-200238	85	23	little	little	ADJ
clogic-200238	85	24	bit	bit	NOUN
clogic-200238	85	25	of	of	ADP
clogic-200238	85	26	training	training	NOUN
clogic-200238	85	27	on	on	ADP
clogic-200238	85	28	loss	loss	NOUN
clogic-200238	85	29	accuracy	accuracy	NOUN
clogic-200238	85	30	.	.	PUNCT
clogic-200238	86	1	the	the	DET
clogic-200238	86	2	generative	generative	NOUN
clogic-200238	86	3	in	in	ADP
clogic-200238	86	4	gpt	gpt	NOUN
clogic-200238	86	5	refers	refer	VERB
clogic-200238	86	6	to	to	ADP
clogic-200238	86	7	the	the	DET
clogic-200238	86	8	ability	ability	NOUN
clogic-200238	86	9	to	to	PART
clogic-200238	86	10	generate	generate	VERB
clogic-200238	86	11	text	text	NOUN
clogic-200238	86	12	.	.	PUNCT
clogic-200238	87	1	as	as	SCONJ
clogic-200238	87	2	opposed	oppose	VERB
clogic-200238	87	3	to	to	ADP
clogic-200238	87	4	the	the	DET
clogic-200238	87	5	sequence	sequence	NOUN
clogic-200238	87	6	-	-	PUNCT
clogic-200238	87	7	tosequence	tosequence	NOUN
clogic-200238	87	8	task	task	NOUN
clogic-200238	87	9	of	of	ADP
clogic-200238	87	10	translation	translation	NOUN
clogic-200238	87	11	one	one	NUM
clogic-200238	87	12	sequence	sequence	NOUN
clogic-200238	87	13	of	of	ADP
clogic-200238	87	14	english	english	ADJ
clogic-200238	87	15	tokens	token	NOUN
clogic-200238	87	16	into	into	ADP
clogic-200238	87	17	a	a	DET
clogic-200238	87	18	sequence	sequence	NOUN
clogic-200238	87	19	of	of	ADP
clogic-200238	87	20	german	german	ADJ
clogic-200238	87	21	tokens	token	NOUN
clogic-200238	87	22	,	,	PUNCT
clogic-200238	87	23	encoding	encode	VERB
clogic-200238	87	24	the	the	DET
clogic-200238	87	25	tokens	token	NOUN
clogic-200238	87	26	,	,	PUNCT
clogic-200238	87	27	running	run	VERB
clogic-200238	87	28	them	they	PRON
clogic-200238	87	29	through	through	ADP
clogic-200238	87	30	the	the	DET
clogic-200238	87	31	neural	neural	ADJ
clogic-200238	87	32	networks	network	NOUN
clogic-200238	87	33	and	and	CCONJ
clogic-200238	87	34	decoding	decode	VERB
clogic-200238	87	35	them	they	PRON
clogic-200238	87	36	,	,	PUNCT
clogic-200238	87	37	the	the	DET
clogic-200238	87	38	gpt	gpt	NOUN
clogic-200238	87	39	just	just	ADV
clogic-200238	87	40	produces	produce	VERB
clogic-200238	87	41	new	new	ADJ
clogic-200238	87	42	tokens	token	NOUN
clogic-200238	87	43	.	.	PUNCT
clogic-200238	88	1	the	the	DET
clogic-200238	88	2	decision	decision	NOUN
clogic-200238	88	3	to	to	PART
clogic-200238	88	4	train	train	VERB
clogic-200238	88	5	a	a	DET
clogic-200238	88	6	model	model	NOUN
clogic-200238	88	7	on	on	ADP
clogic-200238	88	8	vast	vast	ADJ
clogic-200238	88	9	amounts	amount	NOUN
clogic-200238	88	10	of	of	ADP
clogic-200238	88	11	unstructured	unstructured	ADJ
clogic-200238	88	12	text	text	NOUN
clogic-200238	88	13	poses	pose	VERB
clogic-200238	88	14	problems	problem	NOUN
clogic-200238	88	15	.	.	PUNCT
clogic-200238	89	1	when	when	SCONJ
clogic-200238	89	2	models	model	NOUN
clogic-200238	89	3	are	be	AUX
clogic-200238	89	4	trained	train	VERB
clogic-200238	89	5	on	on	ADP
clogic-200238	89	6	highly	highly	ADV
clogic-200238	89	7	specified	specified	ADJ
clogic-200238	89	8	and	and	CCONJ
clogic-200238	89	9	controlled	control	VERB
clogic-200238	89	10	data	datum	NOUN
clogic-200238	89	11	,	,	PUNCT
clogic-200238	89	12	which	which	PRON
clogic-200238	89	13	is	be	AUX
clogic-200238	89	14	split	split	VERB
clogic-200238	89	15	into	into	ADP
clogic-200238	89	16	a	a	DET
clogic-200238	89	17	training	training	NOUN
clogic-200238	89	18	and	and	CCONJ
clogic-200238	89	19	testing	testing	NOUN
clogic-200238	89	20	batch	batch	NOUN
clogic-200238	89	21	and	and	CCONJ
clogic-200238	89	22	provides	provide	VERB
clogic-200238	89	23	a	a	DET
clogic-200238	89	24	rubric	rubric	NOUN
clogic-200238	89	25	against	against	ADP
clogic-200238	89	26	which	which	PRON
clogic-200238	89	27	the	the	DET
clogic-200238	89	28	model	model	NOUN
clogic-200238	89	29	compares	compare	VERB
clogic-200238	89	30	itself	itself	PRON
clogic-200238	89	31	,	,	PUNCT
clogic-200238	89	32	the	the	DET
clogic-200238	89	33	outputs	output	NOUN
clogic-200238	89	34	are	be	AUX
clogic-200238	89	35	more	more	ADV
clogic-200238	89	36	accurate	accurate	ADJ
clogic-200238	89	37	.	.	PUNCT
clogic-200238	90	1	unstructured	unstructured	ADJ
clogic-200238	90	2	language	language	NOUN
clogic-200238	90	3	in	in	ADP
clogic-200238	90	4	itself	itself	PRON
clogic-200238	90	5	does	do	AUX
clogic-200238	90	6	not	not	PART
clogic-200238	90	7	have	have	VERB
clogic-200238	90	8	a	a	DET
clogic-200238	90	9	goal	goal	NOUN
clogic-200238	90	10	in	in	ADP
clogic-200238	90	11	the	the	DET
clogic-200238	90	12	sense	sense	NOUN
clogic-200238	90	13	that	that	SCONJ
clogic-200238	90	14	it	it	PRON
clogic-200238	90	15	can	can	AUX
clogic-200238	90	16	be	be	AUX
clogic-200238	90	17	split	split	VERB
clogic-200238	90	18	into	into	ADP
clogic-200238	90	19	a	a	DET
clogic-200238	90	20	training	training	NOUN
clogic-200238	90	21	and	and	CCONJ
clogic-200238	90	22	testing	testing	NOUN
clogic-200238	90	23	batch	batch	NOUN
clogic-200238	90	24	,	,	PUNCT
clogic-200238	90	25	so	so	ADV
clogic-200238	90	26	already	already	ADV
clogic-200238	90	27	the	the	DET
clogic-200238	90	28	model	model	NOUN
clogic-200238	90	29	is	be	AUX
clogic-200238	90	30	training	train	VERB
clogic-200238	90	31	itself	itself	PRON
clogic-200238	90	32	just	just	ADV
clogic-200238	90	33	to	to	PART
clogic-200238	90	34	follow	follow	VERB
clogic-200238	90	35	basic	basic	ADJ
clogic-200238	90	36	spelling	spelling	NOUN
clogic-200238	90	37	and	and	CCONJ
clogic-200238	90	38	11	11	NUM
clogic-200238	90	39	ashish	ashish	ADJ
clogic-200238	90	40	vaswani	vaswani	X
clogic-200238	90	41	et	et	PROPN
clogic-200238	90	42	al	al	PROPN
clogic-200238	90	43	.	.	PROPN
clogic-200238	90	44	,	,	PUNCT
clogic-200238	90	45	“	"	PUNCT
clogic-200238	90	46	attention	attention	NOUN
clogic-200238	90	47	is	be	AUX
clogic-200238	90	48	all	all	PRON
clogic-200238	90	49	you	you	PRON
clogic-200238	90	50	need	need	VERB
clogic-200238	90	51	,	,	PUNCT
clogic-200238	90	52	”	"	PUNCT
clogic-200238	90	53	12	12	NUM
clogic-200238	90	54	june	june	PROPN
clogic-200238	90	55	,	,	PUNCT
clogic-200238	90	56	2017	2017	NUM
clogic-200238	90	57	:	:	PUNCT
clogic-200238	90	58	https://arxiv.org/pdf/1706.03762v1	https://arxiv.org/pdf/1706.03762v1	NOUN
clogic-200238	90	59	.	.	PUNCT
clogic-200238	91	1	12	12	NUM
clogic-200238	91	2	alec	alec	PROPN
clogic-200238	91	3	radford	radford	PROPN
clogic-200238	91	4	et	et	PROPN
clogic-200238	91	5	al	al	PROPN
clogic-200238	91	6	.	.	PROPN
clogic-200238	91	7	,	,	PUNCT
clogic-200238	91	8	“	"	PUNCT
clogic-200238	91	9	improving	improve	VERB
clogic-200238	91	10	language	language	NOUN
clogic-200238	91	11	understanding	understanding	NOUN
clogic-200238	91	12	by	by	ADP
clogic-200238	91	13	generative	generative	ADJ
clogic-200238	91	14	pre	pre	ADJ
clogic-200238	91	15	-	-	NOUN
clogic-200238	91	16	training	training	ADJ
clogic-200238	91	17	,	,	PUNCT
clogic-200238	91	18	”	"	PUNCT
clogic-200238	91	19	11	11	NUM
clogic-200238	91	20	june	june	PROPN
clogic-200238	91	21	,	,	PUNCT
clogic-200238	91	22	2018	2018	NUM
clogic-200238	91	23	,	,	PUNCT
clogic-200238	91	24	accessible	accessible	ADJ
clogic-200238	91	25	here	here	ADV
clogic-200238	91	26	:	:	PUNCT
clogic-200238	91	27	https://cdn.openai.com/research-covers/language-unsupervised/language_understanding_paper.pdf	https://cdn.openai.com/research-covers/language-unsupervised/language_understanding_paper.pdf	PROPN
clogic-200238	91	28	cultural	cultural	ADJ
clogic-200238	91	29	logic	logic	NOUN
clogic-200238	91	30	37	37	NUM
clogic-200238	91	31	grammatical	grammatical	ADJ
clogic-200238	91	32	conventions	convention	NOUN
clogic-200238	91	33	.	.	PUNCT
clogic-200238	92	1	only	only	ADV
clogic-200238	92	2	in	in	ADP
clogic-200238	92	3	the	the	DET
clogic-200238	92	4	fine	fine	ADJ
clogic-200238	92	5	-	-	PUNCT
clogic-200238	92	6	tuning	tune	VERB
clogic-200238	92	7	stage	stage	NOUN
clogic-200238	92	8	does	do	AUX
clogic-200238	92	9	the	the	DET
clogic-200238	92	10	model	model	NOUN
clogic-200238	92	11	start	start	VERB
clogic-200238	92	12	to	to	PART
clogic-200238	92	13	do	do	VERB
clogic-200238	92	14	things	thing	NOUN
clogic-200238	92	15	,	,	PUNCT
clogic-200238	92	16	rather	rather	ADV
clogic-200238	92	17	than	than	ADP
clogic-200238	92	18	aimlessly	aimlessly	ADV
clogic-200238	92	19	generate	generate	VERB
clogic-200238	92	20	new	new	ADJ
clogic-200238	92	21	tokens	token	NOUN
clogic-200238	92	22	(	(	PUNCT
clogic-200238	92	23	words	word	NOUN
clogic-200238	92	24	)	)	PUNCT
clogic-200238	92	25	.	.	PUNCT
clogic-200238	93	1	there	there	PRON
clogic-200238	93	2	is	be	VERB
clogic-200238	93	3	far	far	ADV
clogic-200238	93	4	more	more	ADV
clogic-200238	93	5	unstructured	unstructured	ADJ
clogic-200238	93	6	text	text	NOUN
clogic-200238	93	7	than	than	ADP
clogic-200238	93	8	structured	structured	ADJ
clogic-200238	93	9	data	datum	NOUN
clogic-200238	93	10	available	available	ADJ
clogic-200238	93	11	to	to	PART
clogic-200238	93	12	train	train	VERB
clogic-200238	93	13	models	model	NOUN
clogic-200238	93	14	on	on	ADP
clogic-200238	93	15	.	.	PUNCT
clogic-200238	94	1	the	the	DET
clogic-200238	94	2	human	human	ADJ
clogic-200238	94	3	element	element	NOUN
clogic-200238	94	4	now	now	ADV
clogic-200238	94	5	comes	come	VERB
clogic-200238	94	6	back	back	ADV
clogic-200238	94	7	into	into	ADP
clogic-200238	94	8	view	view	NOUN
clogic-200238	94	9	when	when	SCONJ
clogic-200238	94	10	we	we	PRON
clogic-200238	94	11	stop	stop	VERB
clogic-200238	94	12	to	to	PART
clogic-200238	94	13	consider	consider	VERB
clogic-200238	94	14	where	where	SCONJ
clogic-200238	94	15	all	all	DET
clogic-200238	94	16	this	this	DET
clogic-200238	94	17	data	data	NOUN
clogic-200238	94	18	is	be	AUX
clogic-200238	94	19	actually	actually	ADV
clogic-200238	94	20	coming	come	VERB
clogic-200238	94	21	from	from	ADP
clogic-200238	94	22	.	.	PUNCT
clogic-200238	95	1	iv	iv	X
clogic-200238	95	2	on	on	ADP
clogic-200238	95	3	hallucinations	hallucination	NOUN
clogic-200238	95	4	one	one	NUM
clogic-200238	95	5	of	of	ADP
clogic-200238	95	6	the	the	DET
clogic-200238	95	7	most	most	ADV
clogic-200238	95	8	vexing	vexing	ADJ
clogic-200238	95	9	problems	problem	NOUN
clogic-200238	95	10	for	for	ADP
clogic-200238	95	11	ai	ai	PROPN
clogic-200238	95	12	adopters	adopter	NOUN
clogic-200238	95	13	is	be	AUX
clogic-200238	95	14	its	its	PRON
clogic-200238	95	15	hallucinations	hallucination	NOUN
clogic-200238	95	16	.	.	PUNCT
clogic-200238	96	1	in	in	ADP
clogic-200238	96	2	2013	2013	NUM
clogic-200238	96	3	,	,	PUNCT
clogic-200238	96	4	workers	worker	NOUN
clogic-200238	96	5	at	at	ADP
clogic-200238	96	6	a	a	DET
clogic-200238	96	7	german	german	ADJ
clogic-200238	96	8	construction	construction	NOUN
clogic-200238	96	9	company	company	NOUN
clogic-200238	96	10	noticed	notice	VERB
clogic-200238	96	11	something	something	PRON
clogic-200238	96	12	odd	odd	ADJ
clogic-200238	96	13	about	about	ADP
clogic-200238	96	14	their	their	PRON
clogic-200238	96	15	xerox	xerox	NOUN
clogic-200238	96	16	photocopier	photocopier	NOUN
clogic-200238	96	17	:	:	PUNCT
clogic-200238	96	18	when	when	SCONJ
clogic-200238	96	19	they	they	PRON
clogic-200238	96	20	made	make	VERB
clogic-200238	96	21	a	a	DET
clogic-200238	96	22	copy	copy	NOUN
clogic-200238	96	23	of	of	ADP
clogic-200238	96	24	the	the	DET
clogic-200238	96	25	floor	floor	NOUN
clogic-200238	96	26	plan	plan	NOUN
clogic-200238	96	27	of	of	ADP
clogic-200238	96	28	a	a	DET
clogic-200238	96	29	house	house	NOUN
clogic-200238	96	30	,	,	PUNCT
clogic-200238	96	31	the	the	DET
clogic-200238	96	32	copy	copy	NOUN
clogic-200238	96	33	differed	differ	VERB
clogic-200238	96	34	from	from	ADP
clogic-200238	96	35	the	the	DET
clogic-200238	96	36	original	original	NOUN
clogic-200238	96	37	in	in	ADP
clogic-200238	96	38	a	a	DET
clogic-200238	96	39	subtle	subtle	ADJ
clogic-200238	96	40	but	but	CCONJ
clogic-200238	96	41	significant	significant	ADJ
clogic-200238	96	42	way	way	NOUN
clogic-200238	96	43	.	.	PUNCT
clogic-200238	97	1	in	in	ADP
clogic-200238	97	2	the	the	DET
clogic-200238	97	3	original	original	ADJ
clogic-200238	97	4	floor	floor	NOUN
clogic-200238	97	5	plan	plan	NOUN
clogic-200238	97	6	,	,	PUNCT
clogic-200238	97	7	each	each	PRON
clogic-200238	97	8	of	of	ADP
clogic-200238	97	9	the	the	DET
clogic-200238	97	10	house	house	NOUN
clogic-200238	97	11	’s	’s	PART
clogic-200238	97	12	three	three	NUM
clogic-200238	97	13	rooms	room	NOUN
clogic-200238	97	14	was	be	AUX
clogic-200238	97	15	accompanied	accompany	VERB
clogic-200238	97	16	by	by	ADP
clogic-200238	97	17	a	a	DET
clogic-200238	97	18	rectangle	rectangle	NOUN
clogic-200238	97	19	specifying	specify	VERB
clogic-200238	97	20	its	its	PRON
clogic-200238	97	21	area	area	NOUN
clogic-200238	97	22	:	:	PUNCT
clogic-200238	97	23	the	the	DET
clogic-200238	97	24	rooms	room	NOUN
clogic-200238	97	25	were	be	AUX
clogic-200238	97	26	14.13	14.13	NUM
clogic-200238	97	27	,	,	PUNCT
clogic-200238	97	28	21.11	21.11	NUM
clogic-200238	97	29	,	,	PUNCT
clogic-200238	97	30	and	and	CCONJ
clogic-200238	97	31	17.42	17.42	NUM
clogic-200238	97	32	square	square	ADJ
clogic-200238	97	33	metres	metre	NOUN
clogic-200238	97	34	,	,	PUNCT
clogic-200238	97	35	respectively	respectively	ADV
clogic-200238	97	36	.	.	PUNCT
clogic-200238	98	1	however	however	ADV
clogic-200238	98	2	,	,	PUNCT
clogic-200238	98	3	in	in	ADP
clogic-200238	98	4	the	the	DET
clogic-200238	98	5	photocopy	photocopy	NOUN
clogic-200238	98	6	,	,	PUNCT
clogic-200238	98	7	all	all	DET
clogic-200238	98	8	three	three	NUM
clogic-200238	98	9	rooms	room	NOUN
clogic-200238	98	10	were	be	AUX
clogic-200238	98	11	labelled	label	VERB
clogic-200238	98	12	as	as	ADP
clogic-200238	98	13	being	be	AUX
clogic-200238	98	14	14.13	14.13	NUM
clogic-200238	98	15	square	square	ADJ
clogic-200238	98	16	metres	metre	NOUN
clogic-200238	98	17	in	in	ADP
clogic-200238	98	18	size	size	NOUN
clogic-200238	98	19	.	.	PUNCT
clogic-200238	99	1	the	the	DET
clogic-200238	99	2	company	company	NOUN
clogic-200238	99	3	contacted	contact	VERB
clogic-200238	99	4	the	the	DET
clogic-200238	99	5	computer	computer	NOUN
clogic-200238	99	6	scientist	scientist	NOUN
clogic-200238	99	7	david	david	PROPN
clogic-200238	99	8	kriesel	kriesel	PROPN
clogic-200238	99	9	to	to	PART
clogic-200238	99	10	investigate	investigate	VERB
clogic-200238	99	11	this	this	DET
clogic-200238	99	12	seemingly	seemingly	ADV
clogic-200238	99	13	inconceivable	inconceivable	ADJ
clogic-200238	99	14	result	result	NOUN
clogic-200238	99	15	.	.	PUNCT
clogic-200238	100	1	they	they	PRON
clogic-200238	100	2	needed	need	VERB
clogic-200238	100	3	a	a	DET
clogic-200238	100	4	computer	computer	NOUN
clogic-200238	100	5	scientist	scientist	NOUN
clogic-200238	100	6	because	because	SCONJ
clogic-200238	100	7	a	a	DET
clogic-200238	100	8	modern	modern	ADJ
clogic-200238	100	9	xerox	xerox	PROPN
clogic-200238	100	10	photocopier	photocopier	NOUN
clogic-200238	100	11	does	do	AUX
clogic-200238	100	12	n’t	not	PART
clogic-200238	100	13	use	use	VERB
clogic-200238	100	14	the	the	DET
clogic-200238	100	15	physical	physical	ADJ
clogic-200238	100	16	xerographic	xerographic	ADJ
clogic-200238	100	17	process	process	NOUN
clogic-200238	100	18	popularized	popularize	VERB
clogic-200238	100	19	in	in	ADP
clogic-200238	100	20	the	the	DET
clogic-200238	100	21	nineteen	nineteen	NUM
clogic-200238	100	22	-	-	PUNCT
clogic-200238	100	23	sixties	sixty	NOUN
clogic-200238	100	24	.	.	PUNCT
clogic-200238	101	1	instead	instead	ADV
clogic-200238	101	2	,	,	PUNCT
clogic-200238	101	3	it	it	PRON
clogic-200238	101	4	scans	scan	VERB
clogic-200238	101	5	the	the	DET
clogic-200238	101	6	document	document	NOUN
clogic-200238	101	7	digitally	digitally	ADV
clogic-200238	101	8	,	,	PUNCT
clogic-200238	101	9	and	and	CCONJ
clogic-200238	101	10	then	then	ADV
clogic-200238	101	11	prints	print	VERB
clogic-200238	101	12	the	the	DET
clogic-200238	101	13	resulting	result	VERB
clogic-200238	101	14	image	image	NOUN
clogic-200238	101	15	file	file	NOUN
clogic-200238	101	16	.	.	PUNCT
clogic-200238	102	1	combine	combine	VERB
clogic-200238	102	2	that	that	PRON
clogic-200238	102	3	with	with	ADP
clogic-200238	102	4	the	the	DET
clogic-200238	102	5	fact	fact	NOUN
clogic-200238	102	6	that	that	SCONJ
clogic-200238	102	7	virtually	virtually	ADV
clogic-200238	102	8	every	every	DET
clogic-200238	102	9	digital	digital	ADJ
clogic-200238	102	10	image	image	NOUN
clogic-200238	102	11	file	file	NOUN
clogic-200238	102	12	is	be	AUX
clogic-200238	102	13	compressed	compress	VERB
clogic-200238	102	14	to	to	PART
clogic-200238	102	15	save	save	VERB
clogic-200238	102	16	space	space	NOUN
clogic-200238	102	17	,	,	PUNCT
clogic-200238	102	18	and	and	CCONJ
clogic-200238	102	19	a	a	DET
clogic-200238	102	20	solution	solution	NOUN
clogic-200238	102	21	to	to	ADP
clogic-200238	102	22	the	the	DET
clogic-200238	102	23	mystery	mystery	NOUN
clogic-200238	102	24	begins	begin	VERB
clogic-200238	102	25	to	to	PART
clogic-200238	102	26	suggest	suggest	VERB
clogic-200238	102	27	itself.13	itself.13	NOUN
clogic-200238	102	28	this	this	PRON
clogic-200238	102	29	is	be	AUX
clogic-200238	102	30	the	the	DET
clogic-200238	102	31	exact	exact	ADJ
clogic-200238	102	32	same	same	ADJ
clogic-200238	102	33	process	process	NOUN
clogic-200238	102	34	that	that	PRON
clogic-200238	102	35	creates	create	VERB
clogic-200238	102	36	hallucinations	hallucination	NOUN
clogic-200238	102	37	.	.	PUNCT
clogic-200238	103	1	through	through	ADP
clogic-200238	103	2	the	the	DET
clogic-200238	103	3	process	process	NOUN
clogic-200238	103	4	of	of	ADP
clogic-200238	103	5	statistical	statistical	ADJ
clogic-200238	103	6	embedding	embedding	NOUN
clogic-200238	103	7	and	and	CCONJ
clogic-200238	103	8	tokenization	tokenization	NOUN
clogic-200238	103	9	,	,	PUNCT
clogic-200238	103	10	the	the	DET
clogic-200238	103	11	actual	actual	ADJ
clogic-200238	103	12	semantic	semantic	ADJ
clogic-200238	103	13	meaning	meaning	NOUN
clogic-200238	103	14	(	(	PUNCT
clogic-200238	103	15	the	the	DET
clogic-200238	103	16	information	information	NOUN
clogic-200238	103	17	)	)	PUNCT
clogic-200238	103	18	of	of	ADP
clogic-200238	103	19	the	the	DET
clogic-200238	103	20	words	word	NOUN
clogic-200238	103	21	used	use	VERB
clogic-200238	103	22	to	to	PART
clogic-200238	103	23	train	train	VERB
clogic-200238	103	24	models	model	NOUN
clogic-200238	103	25	like	like	ADP
clogic-200238	103	26	chatgpt	chatgpt	NOUN
clogic-200238	103	27	is	be	AUX
clogic-200238	103	28	lost	lose	VERB
clogic-200238	103	29	.	.	PUNCT
clogic-200238	104	1	hallucinations	hallucination	NOUN
clogic-200238	104	2	are	be	AUX
clogic-200238	104	3	just	just	ADV
clogic-200238	104	4	new	new	ADJ
clogic-200238	104	5	text	text	NOUN
clogic-200238	104	6	being	be	AUX
clogic-200238	104	7	generated	generate	VERB
clogic-200238	104	8	with	with	ADP
clogic-200238	104	9	enough	enough	ADJ
clogic-200238	104	10	statistical	statistical	ADJ
clogic-200238	104	11	weight	weight	NOUN
clogic-200238	104	12	that	that	PRON
clogic-200238	104	13	they	they	PRON
clogic-200238	104	14	sound	sound	VERB
clogic-200238	104	15	correct.14	correct.14	PROPN
clogic-200238	104	16	chatgpt	chatgpt	NOUN
clogic-200238	104	17	is	be	AUX
clogic-200238	104	18	a	a	DET
clogic-200238	104	19	statistical	statistical	ADJ
clogic-200238	104	20	representation	representation	NOUN
clogic-200238	104	21	of	of	ADP
clogic-200238	104	22	the	the	DET
clogic-200238	104	23	english	english	ADJ
clogic-200238	104	24	language	language	NOUN
clogic-200238	104	25	,	,	PUNCT
clogic-200238	104	26	fine	fine	ADV
clogic-200238	104	27	-	-	PUNCT
clogic-200238	104	28	tuned	tune	VERB
clogic-200238	104	29	to	to	PART
clogic-200238	104	30	complete	complete	VERB
clogic-200238	104	31	certain	certain	ADJ
clogic-200238	104	32	tasks	task	NOUN
clogic-200238	104	33	,	,	PUNCT
clogic-200238	104	34	nothing	nothing	PRON
clogic-200238	104	35	more	more	ADJ
clogic-200238	104	36	.	.	PUNCT
clogic-200238	105	1	“	"	PUNCT
clogic-200238	105	2	it	it	PRON
clogic-200238	105	3	”	"	PUNCT
clogic-200238	105	4	knows	know	VERB
clogic-200238	105	5	nothing	nothing	PRON
clogic-200238	105	6	about	about	ADP
clogic-200238	105	7	the	the	DET
clogic-200238	105	8	meaning	meaning	NOUN
clogic-200238	105	9	of	of	ADP
clogic-200238	105	10	the	the	DET
clogic-200238	105	11	words	word	NOUN
clogic-200238	105	12	it	it	PRON
clogic-200238	105	13	produces	produce	VERB
clogic-200238	105	14	because	because	SCONJ
clogic-200238	105	15	it	it	PRON
clogic-200238	105	16	knows	know	VERB
clogic-200238	105	17	nothing	nothing	PRON
clogic-200238	105	18	about	about	ADP
clogic-200238	105	19	the	the	DET
clogic-200238	105	20	meaning	meaning	NOUN
clogic-200238	105	21	of	of	ADP
clogic-200238	105	22	the	the	DET
clogic-200238	105	23	inputs	input	NOUN
clogic-200238	105	24	,	,	PUNCT
clogic-200238	105	25	just	just	ADV
clogic-200238	105	26	the	the	DET
clogic-200238	105	27	tokenization	tokenization	NOUN
clogic-200238	105	28	of	of	ADP
clogic-200238	105	29	words	word	NOUN
clogic-200238	105	30	and	and	CCONJ
clogic-200238	105	31	the	the	DET
clogic-200238	105	32	relationship	relationship	NOUN
clogic-200238	105	33	between	between	ADP
clogic-200238	105	34	the	the	DET
clogic-200238	105	35	tokens	token	NOUN
clogic-200238	105	36	.	.	PUNCT
clogic-200238	106	1	“	"	PUNCT
clogic-200238	106	2	it	it	PRON
clogic-200238	106	3	”	"	PUNCT
clogic-200238	106	4	is	be	AUX
clogic-200238	106	5	a	a	DET
clogic-200238	106	6	long	long	ADJ
clogic-200238	106	7	polynomial	polynomial	ADJ
clogic-200238	106	8	equation	equation	NOUN
clogic-200238	106	9	.	.	PUNCT
clogic-200238	107	1	therefore	therefore	ADV
clogic-200238	107	2	,	,	PUNCT
clogic-200238	107	3	hallucinations	hallucination	NOUN
clogic-200238	107	4	are	be	AUX
clogic-200238	107	5	not	not	PART
clogic-200238	107	6	bugs	bug	NOUN
clogic-200238	107	7	and	and	CCONJ
clogic-200238	107	8	flaws	flaw	NOUN
clogic-200238	107	9	,	,	PUNCT
clogic-200238	107	10	but	but	CCONJ
clogic-200238	107	11	fundamental	fundamental	ADJ
clogic-200238	107	12	features	feature	NOUN
clogic-200238	107	13	of	of	ADP
clogic-200238	107	14	how	how	SCONJ
clogic-200238	107	15	the	the	DET
clogic-200238	107	16	model	model	NOUN
clogic-200238	107	17	“	"	PUNCT
clogic-200238	107	18	learns	learn	NOUN
clogic-200238	107	19	”	"	PUNCT
clogic-200238	107	20	in	in	ADP
clogic-200238	107	21	the	the	DET
clogic-200238	107	22	first	first	ADJ
clogic-200238	107	23	place	place	NOUN
clogic-200238	107	24	.	.	PUNCT
clogic-200238	108	1	to	to	PART
clogic-200238	108	2	reduce	reduce	VERB
clogic-200238	108	3	the	the	DET
clogic-200238	108	4	statistical	statistical	ADJ
clogic-200238	108	5	learning	learning	NOUN
clogic-200238	108	6	the	the	DET
clogic-200238	108	7	model	model	NOUN
clogic-200238	108	8	does	do	AUX
clogic-200238	108	9	in	in	ADP
clogic-200238	108	10	an	an	DET
clogic-200238	108	11	effort	effort	NOUN
clogic-200238	108	12	to	to	PART
clogic-200238	108	13	reduce	reduce	VERB
clogic-200238	108	14	the	the	DET
clogic-200238	108	15	statistical	statistical	ADJ
clogic-200238	108	16	hallucination	hallucination	NOUN
clogic-200238	108	17	would	would	AUX
clogic-200238	108	18	also	also	ADV
clogic-200238	108	19	reduce	reduce	VERB
clogic-200238	108	20	the	the	DET
clogic-200238	108	21	amount	amount	NOUN
clogic-200238	108	22	of	of	ADP
clogic-200238	108	23	leaning	lean	VERB
clogic-200238	108	24	in	in	ADP
clogic-200238	108	25	the	the	DET
clogic-200238	108	26	first	first	ADJ
clogic-200238	108	27	place	place	NOUN
clogic-200238	108	28	!	!	PUNCT
clogic-200238	109	1	these	these	DET
clogic-200238	109	2	ml	ml	NOUN
clogic-200238	109	3	models	model	NOUN
clogic-200238	109	4	are	be	AUX
clogic-200238	109	5	crystallizations	crystallization	NOUN
clogic-200238	109	6	of	of	ADP
clogic-200238	109	7	past	past	ADJ
clogic-200238	109	8	artifacts	artifact	NOUN
clogic-200238	109	9	–	–	PUNCT
clogic-200238	109	10	past	past	ADJ
clogic-200238	109	11	speech	speech	NOUN
clogic-200238	109	12	,	,	PUNCT
clogic-200238	109	13	text	text	NOUN
clogic-200238	109	14	,	,	PUNCT
clogic-200238	109	15	images	image	NOUN
clogic-200238	109	16	,	,	PUNCT
clogic-200238	109	17	audio	audio	NOUN
clogic-200238	109	18	–	–	PUNCT
clogic-200238	109	19	which	which	PRON
clogic-200238	109	20	are	be	AUX
clogic-200238	109	21	statistically	statistically	ADV
clogic-200238	109	22	mobilized	mobilize	VERB
clogic-200238	109	23	for	for	ADP
clogic-200238	109	24	present	present	ADJ
clogic-200238	109	25	use	use	NOUN
clogic-200238	109	26	.	.	PUNCT
clogic-200238	110	1	in	in	ADP
clogic-200238	110	2	ai	ai	PROPN
clogic-200238	110	3	that	that	PRON
clogic-200238	110	4	performs	perform	VERB
clogic-200238	110	5	analytical	analytical	ADJ
clogic-200238	110	6	tasks	task	NOUN
clogic-200238	110	7	,	,	PUNCT
clogic-200238	110	8	looking	look	VERB
clogic-200238	110	9	for	for	ADP
clogic-200238	110	10	statistical	statistical	ADJ
clogic-200238	110	11	correlations	correlation	NOUN
clogic-200238	110	12	,	,	PUNCT
clogic-200238	110	13	far	far	ADV
clogic-200238	110	14	fewer	few	ADJ
clogic-200238	110	15	hallucinations	hallucination	NOUN
clogic-200238	110	16	happen	happen	VERB
clogic-200238	110	17	because	because	SCONJ
clogic-200238	110	18	the	the	DET
clogic-200238	110	19	model	model	NOUN
clogic-200238	110	20	is	be	AUX
clogic-200238	110	21	not	not	PART
clogic-200238	110	22	trying	try	VERB
clogic-200238	110	23	to	to	PART
clogic-200238	110	24	generate	generate	VERB
clogic-200238	110	25	new	new	ADJ
clogic-200238	110	26	information	information	NOUN
clogic-200238	110	27	.	.	PUNCT
clogic-200238	111	1	the	the	DET
clogic-200238	111	2	generative	generative	NOUN
clogic-200238	111	3	in	in	ADP
clogic-200238	111	4	gpt	gpt	NOUN
clogic-200238	111	5	is	be	AUX
clogic-200238	111	6	causing	cause	VERB
clogic-200238	111	7	the	the	DET
clogic-200238	111	8	statistical	statistical	ADJ
clogic-200238	111	9	missteps	misstep	NOUN
clogic-200238	111	10	.	.	PUNCT
clogic-200238	112	1	researchers	researcher	NOUN
clogic-200238	112	2	have	have	AUX
clogic-200238	112	3	been	be	AUX
clogic-200238	112	4	taking	take	VERB
clogic-200238	112	5	steps	step	NOUN
clogic-200238	112	6	to	to	PART
clogic-200238	112	7	lessen	lessen	VERB
clogic-200238	112	8	the	the	DET
clogic-200238	112	9	hallucinations	hallucination	NOUN
clogic-200238	112	10	,	,	PUNCT
clogic-200238	112	11	including	include	VERB
clogic-200238	112	12	feeding	feed	VERB
clogic-200238	112	13	it	it	PRON
clogic-200238	112	14	better	well	ADJ
clogic-200238	112	15	raw	raw	ADJ
clogic-200238	112	16	data	datum	NOUN
clogic-200238	112	17	,	,	PUNCT
clogic-200238	112	18	and	and	CCONJ
clogic-200238	112	19	especially	especially	ADV
clogic-200238	112	20	using	use	VERB
clogic-200238	112	21	machine	machine	NOUN
clogic-200238	112	22	-	-	PUNCT
clogic-200238	112	23	readable	readable	ADJ
clogic-200238	112	24	13	13	NUM
clogic-200238	112	25	ted	te	VERB
clogic-200238	112	26	chiang	chiang	PROPN
clogic-200238	112	27	,	,	PUNCT
clogic-200238	112	28	“	"	PUNCT
clogic-200238	112	29	chatgpt	chatgpt	NOUN
clogic-200238	112	30	is	be	AUX
clogic-200238	112	31	a	a	DET
clogic-200238	112	32	blurry	blurry	ADJ
clogic-200238	112	33	jpeg	jpeg	NOUN
clogic-200238	112	34	of	of	ADP
clogic-200238	112	35	the	the	DET
clogic-200238	112	36	web	web	NOUN
clogic-200238	112	37	,	,	PUNCT
clogic-200238	112	38	”	"	PUNCT
clogic-200238	112	39	the	the	DET
clogic-200238	112	40	new	new	ADJ
clogic-200238	112	41	yorker	yorker	PROPN
clogic-200238	112	42	9	9	NUM
clogic-200238	112	43	february	february	PROPN
clogic-200238	112	44	,	,	PUNCT
clogic-200238	112	45	2023	2023	NUM
clogic-200238	112	46	,	,	PUNCT
clogic-200238	112	47	available	available	ADJ
clogic-200238	112	48	at	at	ADP
clogic-200238	112	49	:	:	PUNCT
clogic-200238	112	50	https://www.newyorker.com/tech/annals-of-technology/chatgpt-is-a-blurry-jpeg-of-the-web	https://www.newyorker.com/tech/annals-of-technology/chatgpt-is-a-blurry-jpeg-of-the-web	PROPN
clogic-200238	112	51	.	.	PROPN
clogic-200238	113	1	14	14	NUM
clogic-200238	113	2	lei	lei	PROPN
clogic-200238	113	3	huang	huang	PROPN
clogic-200238	113	4	et	et	PROPN
clogic-200238	113	5	al	al	PROPN
clogic-200238	113	6	.	.	PROPN
clogic-200238	113	7	,	,	PUNCT
clogic-200238	113	8	“	"	PUNCT
clogic-200238	113	9	a	a	DET
clogic-200238	113	10	survey	survey	NOUN
clogic-200238	113	11	on	on	ADP
clogic-200238	113	12	hallucination	hallucination	NOUN
clogic-200238	113	13	in	in	ADP
clogic-200238	113	14	large	large	ADJ
clogic-200238	113	15	language	language	NOUN
clogic-200238	113	16	models	model	NOUN
clogic-200238	113	17	:	:	PUNCT
clogic-200238	113	18	principles	principle	NOUN
clogic-200238	113	19	,	,	PUNCT
clogic-200238	113	20	taxonomy	taxonomy	NOUN
clogic-200238	113	21	,	,	PUNCT
clogic-200238	113	22	challenges	challenge	NOUN
clogic-200238	113	23	,	,	PUNCT
clogic-200238	113	24	and	and	CCONJ
clogic-200238	113	25	open	open	ADJ
clogic-200238	113	26	questions	question	NOUN
clogic-200238	113	27	,	,	PUNCT
clogic-200238	113	28	”	"	PUNCT
clogic-200238	113	29	arxiv	arxiv	PROPN
clogic-200238	113	30	pre	pre	PROPN
clogic-200238	113	31	-	-	NOUN
clogic-200238	113	32	print	print	ADJ
clogic-200238	113	33	,	,	PUNCT
clogic-200238	113	34	9	9	NUM
clogic-200238	113	35	,	,	PUNCT
clogic-200238	113	36	november	november	PROPN
clogic-200238	113	37	,	,	PUNCT
clogic-200238	113	38	2023	2023	NUM
clogic-200238	113	39	:	:	PUNCT
clogic-200238	113	40	https://arxiv.org/abs/2311.05232	https://arxiv.org/abs/2311.05232	NOUN
clogic-200238	113	41	.	.	PUNCT
clogic-200238	114	1	more	more	ADJ
clogic-200238	114	2	38	38	NUM
clogic-200238	114	3	knowledge	knowledge	NOUN
clogic-200238	114	4	models	model	NOUN
clogic-200238	114	5	to	to	PART
clogic-200238	114	6	prevent	prevent	VERB
clogic-200238	114	7	obvious	obvious	ADJ
clogic-200238	114	8	hallucinations.15	hallucinations.15	PROPN
clogic-200238	114	9	microsoft	microsoft	PROPN
clogic-200238	114	10	’s	’s	PART
clogic-200238	114	11	bing	bing	NOUN
clogic-200238	114	12	ai	ai	VERB
clogic-200238	114	13	tries	try	NOUN
clogic-200238	114	14	to	to	PART
clogic-200238	114	15	solve	solve	VERB
clogic-200238	114	16	the	the	DET
clogic-200238	114	17	problem	problem	NOUN
clogic-200238	114	18	by	by	ADP
clogic-200238	114	19	using	use	VERB
clogic-200238	114	20	internet	internet	NOUN
clogic-200238	114	21	access	access	NOUN
clogic-200238	114	22	to	to	PART
clogic-200238	114	23	search	search	VERB
clogic-200238	114	24	the	the	DET
clogic-200238	114	25	web	web	NOUN
clogic-200238	114	26	for	for	ADP
clogic-200238	114	27	answers	answer	NOUN
clogic-200238	114	28	,	,	PUNCT
clogic-200238	114	29	rather	rather	ADV
clogic-200238	114	30	than	than	SCONJ
clogic-200238	114	31	only	only	ADV
clogic-200238	114	32	rely	rely	VERB
clogic-200238	114	33	on	on	ADP
clogic-200238	114	34	the	the	DET
clogic-200238	114	35	pretraining	pretraine	VERB
clogic-200238	114	36	web	web	NOUN
clogic-200238	114	37	data.16	data.16	PROPN
clogic-200238	114	38	3	3	NUM
clogic-200238	114	39	.	.	PUNCT
clogic-200238	115	1	the	the	DET
clogic-200238	115	2	political	political	ADJ
clogic-200238	115	3	economy	economy	NOUN
clogic-200238	115	4	of	of	ADP
clogic-200238	115	5	ai	ai	INTJ
clogic-200238	115	6	i	i	PRON
clogic-200238	115	7	excursus	excursus	NOUN
clogic-200238	115	8	on	on	ADP
clogic-200238	115	9	data	datum	NOUN
clogic-200238	115	10	what	what	PRON
clogic-200238	115	11	even	even	ADV
clogic-200238	115	12	is	be	AUX
clogic-200238	115	13	data	datum	NOUN
clogic-200238	115	14	?	?	PUNCT
clogic-200238	116	1	data	datum	NOUN
clogic-200238	116	2	is	be	AUX
clogic-200238	116	3	information	information	NOUN
clogic-200238	116	4	about	about	ADP
clogic-200238	116	5	some	some	DET
clogic-200238	116	6	aspect	aspect	NOUN
clogic-200238	116	7	of	of	ADP
clogic-200238	116	8	the	the	DET
clogic-200238	116	9	world	world	NOUN
clogic-200238	116	10	captured	capture	VERB
clogic-200238	116	11	by	by	ADP
clogic-200238	116	12	an	an	DET
clogic-200238	116	13	artifact	artifact	ADJ
clogic-200238	116	14	–	–	PUNCT
clogic-200238	116	15	paper	paper	NOUN
clogic-200238	116	16	,	,	PUNCT
clogic-200238	116	17	computer	computer	NOUN
clogic-200238	116	18	binary	binary	NOUN
clogic-200238	116	19	,	,	PUNCT
clogic-200238	116	20	stone	stone	NOUN
clogic-200238	116	21	tablet	tablet	NOUN
clogic-200238	116	22	,	,	PUNCT
clogic-200238	116	23	etc	etc	X
clogic-200238	116	24	.	.	X
clogic-200238	116	25	when	when	SCONJ
clogic-200238	116	26	we	we	PRON
clogic-200238	116	27	speak	speak	VERB
clogic-200238	116	28	of	of	ADP
clogic-200238	116	29	data	datum	NOUN
clogic-200238	116	30	for	for	ADP
clogic-200238	116	31	machine	machine	NOUN
clogic-200238	116	32	learning	learning	NOUN
clogic-200238	116	33	,	,	PUNCT
clogic-200238	116	34	we	we	PRON
clogic-200238	116	35	refer	refer	VERB
clogic-200238	116	36	to	to	ADP
clogic-200238	116	37	large	large	ADJ
clogic-200238	116	38	amounts	amount	NOUN
clogic-200238	116	39	of	of	ADP
clogic-200238	116	40	unstructured	unstructured	ADJ
clogic-200238	116	41	data	datum	NOUN
clogic-200238	116	42	,	,	PUNCT
clogic-200238	116	43	like	like	ADP
clogic-200238	116	44	this	this	DET
clogic-200238	116	45	paper	paper	NOUN
clogic-200238	116	46	,	,	PUNCT
clogic-200238	116	47	free	free	ADJ
clogic-200238	116	48	text	text	NOUN
clogic-200238	116	49	,	,	PUNCT
clogic-200238	116	50	and	and	CCONJ
clogic-200238	116	51	structured	structured	ADJ
clogic-200238	116	52	data	datum	NOUN
clogic-200238	116	53	often	often	ADV
clogic-200238	116	54	in	in	ADP
clogic-200238	116	55	a	a	DET
clogic-200238	116	56	spreadsheet	spreadsheet	NOUN
clogic-200238	116	57	format	format	NOUN
clogic-200238	116	58	(	(	PUNCT
clogic-200238	116	59	excel	excel	PROPN
clogic-200238	116	60	,	,	PUNCT
clogic-200238	116	61	csv	csv	ADJ
clogic-200238	116	62	,	,	PUNCT
clogic-200238	116	63	tsv	tsv	NOUN
clogic-200238	116	64	)	)	PUNCT
clogic-200238	116	65	.	.	PUNCT
clogic-200238	117	1	high	high	ADJ
clogic-200238	117	2	quality	quality	NOUN
clogic-200238	117	3	data	datum	NOUN
clogic-200238	117	4	is	be	AUX
clogic-200238	117	5	data	datum	NOUN
clogic-200238	117	6	which	which	PRON
clogic-200238	117	7	has	have	AUX
clogic-200238	117	8	been	be	AUX
clogic-200238	117	9	turned	turn	VERB
clogic-200238	117	10	from	from	ADP
clogic-200238	117	11	an	an	DET
clogic-200238	117	12	unstructured	unstructured	ADJ
clogic-200238	117	13	to	to	ADP
clogic-200238	117	14	a	a	DET
clogic-200238	117	15	structured	structured	ADJ
clogic-200238	117	16	form	form	NOUN
clogic-200238	117	17	.	.	PUNCT
clogic-200238	118	1	for	for	ADP
clogic-200238	118	2	example	example	NOUN
clogic-200238	118	3	,	,	PUNCT
clogic-200238	118	4	a	a	DET
clogic-200238	118	5	question	question	NOUN
clogic-200238	118	6	-	-	PUNCT
clogic-200238	118	7	answer	answer	NOUN
clogic-200238	118	8	dialogue	dialogue	NOUN
clogic-200238	118	9	between	between	ADP
clogic-200238	118	10	two	two	NUM
clogic-200238	118	11	people	people	NOUN
clogic-200238	118	12	in	in	ADP
clogic-200238	118	13	a	a	DET
clogic-200238	118	14	pdf	pdf	NOUN
clogic-200238	118	15	is	be	AUX
clogic-200238	118	16	unstructured	unstructure	VERB
clogic-200238	118	17	,	,	PUNCT
clogic-200238	118	18	but	but	CCONJ
clogic-200238	118	19	the	the	DET
clogic-200238	118	20	same	same	ADJ
clogic-200238	118	21	dialogue	dialogue	NOUN
clogic-200238	118	22	in	in	ADP
clogic-200238	118	23	an	an	DET
clogic-200238	118	24	excel	excel	NOUN
clogic-200238	118	25	format	format	NOUN
clogic-200238	118	26	,	,	PUNCT
clogic-200238	118	27	where	where	SCONJ
clogic-200238	118	28	one	one	NUM
clogic-200238	118	29	column	column	NOUN
clogic-200238	118	30	corresponds	correspond	VERB
clogic-200238	118	31	to	to	ADP
clogic-200238	118	32	the	the	DET
clogic-200238	118	33	question	question	NOUN
clogic-200238	118	34	and	and	CCONJ
clogic-200238	118	35	the	the	DET
clogic-200238	118	36	other	other	ADJ
clogic-200238	118	37	the	the	DET
clogic-200238	118	38	answer	answer	NOUN
clogic-200238	118	39	,	,	PUNCT
clogic-200238	118	40	is	be	AUX
clogic-200238	118	41	structured	structure	VERB
clogic-200238	118	42	.	.	PUNCT
clogic-200238	119	1	in	in	ADP
clogic-200238	119	2	the	the	DET
clogic-200238	119	3	last	last	ADJ
clogic-200238	119	4	decade	decade	NOUN
clogic-200238	119	5	,	,	PUNCT
clogic-200238	119	6	with	with	ADP
clogic-200238	119	7	the	the	DET
clogic-200238	119	8	rise	rise	NOUN
clogic-200238	119	9	of	of	ADP
clogic-200238	119	10	big	big	ADJ
clogic-200238	119	11	data	datum	NOUN
clogic-200238	119	12	,	,	PUNCT
clogic-200238	119	13	scientists	scientist	NOUN
clogic-200238	119	14	and	and	CCONJ
clogic-200238	119	15	capitalists	capitalist	NOUN
clogic-200238	119	16	alike	alike	ADV
clogic-200238	119	17	have	have	AUX
clogic-200238	119	18	sacrificed	sacrifice	VERB
clogic-200238	119	19	a	a	DET
clogic-200238	119	20	notion	notion	NOUN
clogic-200238	119	21	of	of	ADP
clogic-200238	119	22	testable	testable	ADJ
clogic-200238	119	23	truth	truth	NOUN
clogic-200238	119	24	for	for	ADP
clogic-200238	119	25	statistical	statistical	ADJ
clogic-200238	119	26	truth	truth	NOUN
clogic-200238	119	27	.	.	PUNCT
clogic-200238	120	1	if	if	SCONJ
clogic-200238	120	2	the	the	DET
clogic-200238	120	3	data	datum	NOUN
clogic-200238	120	4	says	say	VERB
clogic-200238	120	5	so	so	ADV
clogic-200238	120	6	,	,	PUNCT
clogic-200238	120	7	it	it	PRON
clogic-200238	120	8	must	must	AUX
clogic-200238	120	9	be	be	AUX
clogic-200238	120	10	true	true	ADJ
clogic-200238	120	11	,	,	PUNCT
clogic-200238	120	12	the	the	DET
clogic-200238	120	13	refrain	refrain	NOUN
clogic-200238	120	14	goes	go	VERB
clogic-200238	120	15	.	.	PUNCT
clogic-200238	121	1	with	with	ADP
clogic-200238	121	2	the	the	DET
clogic-200238	121	3	rise	rise	NOUN
clogic-200238	121	4	of	of	ADP
clogic-200238	121	5	computer	computer	NOUN
clogic-200238	121	6	-	-	PUNCT
clogic-200238	121	7	readable	readable	ADJ
clogic-200238	121	8	data	datum	NOUN
clogic-200238	121	9	,	,	PUNCT
clogic-200238	121	10	scientific	scientific	ADJ
clogic-200238	121	11	analyses	analysis	NOUN
clogic-200238	121	12	are	be	AUX
clogic-200238	121	13	increasingly	increasingly	ADV
clogic-200238	121	14	meta	meta	ADJ
clogic-200238	121	15	-	-	PUNCT
clogic-200238	121	16	analyses	analysis	NOUN
clogic-200238	121	17	,	,	PUNCT
clogic-200238	121	18	which	which	PRON
clogic-200238	121	19	take	take	VERB
clogic-200238	121	20	the	the	DET
clogic-200238	121	21	data	datum	NOUN
clogic-200238	121	22	and	and	CCONJ
clogic-200238	121	23	findings	finding	NOUN
clogic-200238	121	24	of	of	ADP
clogic-200238	121	25	individual	individual	ADJ
clogic-200238	121	26	experiments	experiment	NOUN
clogic-200238	121	27	and	and	CCONJ
clogic-200238	121	28	surveys	survey	NOUN
clogic-200238	121	29	and	and	CCONJ
clogic-200238	121	30	perform	perform	VERB
clogic-200238	121	31	statistical	statistical	ADJ
clogic-200238	121	32	operations	operation	NOUN
clogic-200238	121	33	on	on	ADP
clogic-200238	121	34	them	they	PRON
clogic-200238	121	35	to	to	PART
clogic-200238	121	36	make	make	VERB
clogic-200238	121	37	discoveries	discovery	NOUN
clogic-200238	121	38	.	.	PUNCT
clogic-200238	122	1	on	on	ADP
clogic-200238	122	2	first	first	ADJ
clogic-200238	122	3	glance	glance	NOUN
clogic-200238	122	4	,	,	PUNCT
clogic-200238	122	5	this	this	PRON
clogic-200238	122	6	may	may	AUX
clogic-200238	122	7	not	not	PART
clogic-200238	122	8	seem	seem	VERB
clogic-200238	122	9	like	like	ADP
clogic-200238	122	10	a	a	DET
clogic-200238	122	11	problem	problem	NOUN
clogic-200238	122	12	–	–	PUNCT
clogic-200238	122	13	more	more	ADJ
clogic-200238	122	14	data	datum	NOUN
clogic-200238	122	15	about	about	ADP
clogic-200238	122	16	something	something	PRON
clogic-200238	122	17	should	should	AUX
clogic-200238	122	18	give	give	VERB
clogic-200238	122	19	us	we	PRON
clogic-200238	122	20	more	more	ADJ
clogic-200238	122	21	truth	truth	NOUN
clogic-200238	122	22	about	about	ADP
clogic-200238	122	23	it	it	PRON
clogic-200238	122	24	,	,	PUNCT
clogic-200238	122	25	right	right	ADJ
clogic-200238	122	26	?	?	PUNCT
clogic-200238	123	1	as	as	SCONJ
clogic-200238	123	2	the	the	DET
clogic-200238	123	3	saying	saying	NOUN
clogic-200238	123	4	goes	go	VERB
clogic-200238	123	5	,	,	PUNCT
clogic-200238	123	6	however	however	ADV
clogic-200238	123	7	,	,	PUNCT
clogic-200238	123	8	“	"	PUNCT
clogic-200238	123	9	there	there	PRON
clogic-200238	123	10	are	be	VERB
clogic-200238	123	11	three	three	NUM
clogic-200238	123	12	kinds	kind	NOUN
clogic-200238	123	13	of	of	ADP
clogic-200238	123	14	lies	lie	NOUN
clogic-200238	123	15	:	:	PUNCT
clogic-200238	123	16	lies	lie	NOUN
clogic-200238	123	17	,	,	PUNCT
clogic-200238	123	18	damned	damned	ADV
clogic-200238	123	19	lies	lie	NOUN
clogic-200238	123	20	,	,	PUNCT
clogic-200238	123	21	and	and	CCONJ
clogic-200238	123	22	statistics	statistic	NOUN
clogic-200238	123	23	.	.	PUNCT
clogic-200238	123	24	”	"	PUNCT
clogic-200238	124	1	in	in	ADP
clogic-200238	124	2	the	the	DET
clogic-200238	124	3	mid-2010s	mid-2010	NOUN
clogic-200238	124	4	,	,	PUNCT
clogic-200238	124	5	a	a	DET
clogic-200238	124	6	crisis	crisis	NOUN
clogic-200238	124	7	was	be	AUX
clogic-200238	124	8	discovered	discover	VERB
clogic-200238	124	9	in	in	ADP
clogic-200238	124	10	the	the	DET
clogic-200238	124	11	life	life	NOUN
clogic-200238	124	12	sciences	science	NOUN
clogic-200238	124	13	called	call	VERB
clogic-200238	124	14	the	the	DET
clogic-200238	124	15	replication	replication	NOUN
clogic-200238	124	16	crisis	crisis	NOUN
clogic-200238	124	17	.	.	PUNCT
clogic-200238	125	1	“	"	PUNCT
clogic-200238	125	2	more	more	ADJ
clogic-200238	125	3	than	than	ADP
clogic-200238	125	4	70	70	NUM
clogic-200238	125	5	%	%	NOUN
clogic-200238	125	6	of	of	ADP
clogic-200238	125	7	researchers	researcher	NOUN
clogic-200238	125	8	have	have	AUX
clogic-200238	125	9	tried	try	VERB
clogic-200238	125	10	and	and	CCONJ
clogic-200238	125	11	failed	fail	VERB
clogic-200238	125	12	to	to	PART
clogic-200238	125	13	reproduce	reproduce	VERB
clogic-200238	125	14	another	another	DET
clogic-200238	125	15	scientist	scientist	NOUN
clogic-200238	125	16	’s	’s	PART
clogic-200238	125	17	experiments	experiment	NOUN
clogic-200238	125	18	,	,	PUNCT
clogic-200238	125	19	and	and	CCONJ
clogic-200238	125	20	more	more	ADJ
clogic-200238	125	21	than	than	ADP
clogic-200238	125	22	half	half	NOUN
clogic-200238	125	23	have	have	AUX
clogic-200238	125	24	failed	fail	VERB
clogic-200238	125	25	to	to	PART
clogic-200238	125	26	reproduce	reproduce	VERB
clogic-200238	125	27	their	their	PRON
clogic-200238	125	28	own	own	ADJ
clogic-200238	125	29	experiments	experiment	NOUN
clogic-200238	125	30	,	,	PUNCT
clogic-200238	125	31	”	"	PUNCT
clogic-200238	125	32	an	an	DET
clogic-200238	125	33	article	article	NOUN
clogic-200238	125	34	in	in	ADP
clogic-200238	125	35	nature	nature	NOUN
clogic-200238	125	36	claimed	claim	VERB
clogic-200238	125	37	in	in	ADP
clogic-200238	125	38	2016.17	2016.17	NUM
clogic-200238	125	39	many	many	ADJ
clogic-200238	125	40	researchers	researcher	NOUN
clogic-200238	125	41	,	,	PUNCT
clogic-200238	125	42	it	it	PRON
clogic-200238	125	43	has	have	AUX
clogic-200238	125	44	been	be	AUX
clogic-200238	125	45	found	find	VERB
clogic-200238	125	46	,	,	PUNCT
clogic-200238	125	47	engage	engage	VERB
clogic-200238	125	48	,	,	PUNCT
clogic-200238	125	49	knowingly	knowingly	ADV
clogic-200238	125	50	or	or	CCONJ
clogic-200238	125	51	not	not	PART
clogic-200238	125	52	,	,	PUNCT
clogic-200238	125	53	in	in	ADP
clogic-200238	125	54	“	"	PUNCT
clogic-200238	125	55	p	p	NOUN
clogic-200238	125	56	-	-	PUNCT
clogic-200238	125	57	hacking	hack	VERB
clogic-200238	125	58	,	,	PUNCT
clogic-200238	125	59	”	"	PUNCT
clogic-200238	125	60	a	a	DET
clogic-200238	125	61	practice	practice	NOUN
clogic-200238	125	62	of	of	ADP
clogic-200238	125	63	selectively	selectively	ADV
clogic-200238	125	64	reporting	report	VERB
clogic-200238	125	65	the	the	DET
clogic-200238	125	66	data	datum	NOUN
clogic-200238	125	67	they	they	PRON
clogic-200238	125	68	produce	produce	VERB
clogic-200238	125	69	in	in	ADP
clogic-200238	125	70	their	their	PRON
clogic-200238	125	71	experiments	experiment	NOUN
clogic-200238	125	72	.	.	PUNCT
clogic-200238	126	1	suppose	suppose	VERB
clogic-200238	126	2	that	that	SCONJ
clogic-200238	126	3	a	a	DET
clogic-200238	126	4	new	new	ADJ
clogic-200238	126	5	drug	drug	NOUN
clogic-200238	126	6	is	be	AUX
clogic-200238	126	7	being	be	AUX
clogic-200238	126	8	tested	test	VERB
clogic-200238	126	9	in	in	ADP
clogic-200238	126	10	10	10	NUM
clogic-200238	126	11	separate	separate	ADJ
clogic-200238	126	12	clinical	clinical	ADJ
clogic-200238	126	13	trials	trial	NOUN
clogic-200238	126	14	.	.	PUNCT
clogic-200238	127	1	in	in	ADP
clogic-200238	127	2	only	only	ADV
clogic-200238	127	3	one	one	NUM
clogic-200238	127	4	of	of	ADP
clogic-200238	127	5	those	those	DET
clogic-200238	127	6	trials	trial	NOUN
clogic-200238	127	7	,	,	PUNCT
clogic-200238	127	8	the	the	DET
clogic-200238	127	9	drug	drug	NOUN
clogic-200238	127	10	was	be	AUX
clogic-200238	127	11	able	able	ADJ
clogic-200238	127	12	to	to	PART
clogic-200238	127	13	boost	boost	VERB
clogic-200238	127	14	the	the	DET
clogic-200238	127	15	participant	participant	NOUN
clogic-200238	127	16	’s	’s	PART
clogic-200238	127	17	immunity	immunity	NOUN
clogic-200238	127	18	to	to	ADP
clogic-200238	127	19	a	a	DET
clogic-200238	127	20	particular	particular	ADJ
clogic-200238	127	21	infection	infection	NOUN
clogic-200238	127	22	.	.	PUNCT
clogic-200238	128	1	a	a	DET
clogic-200238	128	2	researcher	researcher	NOUN
clogic-200238	128	3	might	might	AUX
clogic-200238	128	4	p	p	NOUN
clogic-200238	128	5	-	-	PUNCT
clogic-200238	128	6	hack	hack	VERB
clogic-200238	128	7	their	their	PRON
clogic-200238	128	8	results	result	NOUN
clogic-200238	128	9	by	by	ADP
clogic-200238	128	10	only	only	ADV
clogic-200238	128	11	publishing	publish	VERB
clogic-200238	128	12	that	that	SCONJ
clogic-200238	128	13	one	one	NUM
clogic-200238	128	14	trial	trial	NOUN
clogic-200238	128	15	’s	’s	PART
clogic-200238	128	16	results	result	NOUN
clogic-200238	128	17	.	.	PUNCT
clogic-200238	129	1	even	even	ADV
clogic-200238	129	2	though	though	SCONJ
clogic-200238	129	3	the	the	DET
clogic-200238	129	4	drug	drug	NOUN
clogic-200238	129	5	was	be	AUX
clogic-200238	129	6	ineffective	ineffective	ADJ
clogic-200238	129	7	in	in	ADP
clogic-200238	129	8	over	over	ADP
clogic-200238	129	9	90	90	NUM
clogic-200238	129	10	%	%	NOUN
clogic-200238	129	11	of	of	ADP
clogic-200238	129	12	participants	participant	NOUN
clogic-200238	129	13	in	in	ADP
clogic-200238	129	14	reality	reality	NOUN
clogic-200238	129	15	,	,	PUNCT
clogic-200238	129	16	it	it	PRON
clogic-200238	129	17	was	be	AUX
clogic-200238	129	18	effective	effective	ADJ
clogic-200238	129	19	in	in	ADP
clogic-200238	129	20	5	5	NUM
clogic-200238	129	21	%	%	NOUN
clogic-200238	129	22	,	,	PUNCT
clogic-200238	129	23	which	which	PRON
clogic-200238	129	24	is	be	AUX
clogic-200238	129	25	itself	itself	PRON
clogic-200238	129	26	the	the	DET
clogic-200238	129	27	margin	margin	NOUN
clogic-200238	129	28	of	of	ADP
clogic-200238	129	29	error	error	NOUN
clogic-200238	129	30	!	!	PUNCT
clogic-200238	130	1	by	by	ADP
clogic-200238	130	2	putting	put	VERB
clogic-200238	130	3	the	the	DET
clogic-200238	130	4	unwanted	unwanted	ADJ
clogic-200238	130	5	data	datum	NOUN
clogic-200238	130	6	in	in	ADP
clogic-200238	130	7	the	the	DET
clogic-200238	130	8	file	file	NOUN
clogic-200238	130	9	drawer	drawer	NOUN
clogic-200238	130	10	,	,	PUNCT
clogic-200238	130	11	never	never	ADV
clogic-200238	130	12	to	to	PART
clogic-200238	130	13	be	be	AUX
clogic-200238	130	14	seen	see	VERB
clogic-200238	130	15	,	,	PUNCT
clogic-200238	130	16	the	the	DET
clogic-200238	130	17	drug	drug	NOUN
clogic-200238	130	18	’s	’s	PART
clogic-200238	130	19	efficacy	efficacy	NOUN
clogic-200238	130	20	went	go	VERB
clogic-200238	130	21	from	from	ADP
clogic-200238	130	22	a	a	DET
clogic-200238	130	23	margin	margin	NOUN
clogic-200238	130	24	of	of	ADP
clogic-200238	130	25	error	error	NOUN
clogic-200238	130	26	to	to	ADP
clogic-200238	130	27	a	a	DET
clogic-200238	130	28	breakthrough.18	breakthrough.18	PROPN
clogic-200238	130	29	modern	modern	ADJ
clogic-200238	130	30	science	science	NOUN
clogic-200238	130	31	and	and	CCONJ
clogic-200238	130	32	machine	machine	NOUN
clogic-200238	130	33	learning	learning	NOUN
clogic-200238	130	34	relies	rely	VERB
clogic-200238	130	35	on	on	ADP
clogic-200238	130	36	statistics	statistic	NOUN
clogic-200238	130	37	,	,	PUNCT
clogic-200238	130	38	but	but	CCONJ
clogic-200238	130	39	even	even	ADV
clogic-200238	130	40	the	the	DET
clogic-200238	130	41	exact	exact	ADJ
clogic-200238	130	42	relationship	relationship	NOUN
clogic-200238	130	43	between	between	ADP
clogic-200238	130	44	statistics	statistic	NOUN
clogic-200238	130	45	and	and	CCONJ
clogic-200238	130	46	probability	probability	NOUN
clogic-200238	130	47	itself	itself	PRON
clogic-200238	130	48	is	be	AUX
clogic-200238	130	49	not	not	PART
clogic-200238	130	50	a	a	DET
clogic-200238	130	51	settled	settle	VERB
clogic-200238	130	52	topic.19	topic.19	NOUN
clogic-200238	130	53	15	15	NUM
clogic-200238	130	54	suriya	suriya	PROPN
clogic-200238	130	55	gunasekar	gunasekar	PROPN
clogic-200238	130	56	,	,	PUNCT
clogic-200238	130	57	“	"	PUNCT
clogic-200238	130	58	textbooks	textbook	NOUN
clogic-200238	130	59	are	be	AUX
clogic-200238	130	60	all	all	PRON
clogic-200238	130	61	you	you	PRON
clogic-200238	130	62	need	need	VERB
clogic-200238	130	63	,	,	PUNCT
clogic-200238	130	64	”	"	PUNCT
clogic-200238	130	65	arxiv	arxiv	NOUN
clogic-200238	130	66	,	,	PUNCT
clogic-200238	130	67	20	20	NUM
clogic-200238	130	68	june	june	PROPN
clogic-200238	130	69	,	,	PUNCT
clogic-200238	130	70	2023	2023	NUM
clogic-200238	130	71	:	:	PUNCT
clogic-200238	131	1	https://arxiv.org/pdf/2306.11644.pdf	https://arxiv.org/pdf/2306.11644.pdf	PROPN
clogic-200238	131	2	.	.	PUNCT
clogic-200238	131	3	and	and	CCONJ
clogic-200238	131	4	konstantinos	konstantinos	PROPN
clogic-200238	131	5	andriopoulos	andriopoulos	PROPN
clogic-200238	131	6	and	and	CCONJ
clogic-200238	131	7	johan	johan	PROPN
clogic-200238	131	8	pouwelse	pouwelse	PROPN
clogic-200238	131	9	,	,	PUNCT
clogic-200238	131	10	“	"	PUNCT
clogic-200238	131	11	augmenting	augment	VERB
clogic-200238	131	12	llms	llm	NOUN
clogic-200238	131	13	with	with	ADP
clogic-200238	131	14	knowledge	knowledge	NOUN
clogic-200238	131	15	,	,	PUNCT
clogic-200238	131	16	”	"	PUNCT
clogic-200238	131	17	arxiv	arxiv	PROPN
clogic-200238	131	18	pre	pre	PROPN
clogic-200238	131	19	-	-	NOUN
clogic-200238	131	20	print	print	ADJ
clogic-200238	131	21	,	,	PUNCT
clogic-200238	131	22	28	28	NUM
clogic-200238	131	23	september	september	PROPN
clogic-200238	131	24	2023	2023	NUM
clogic-200238	131	25	:	:	PUNCT
clogic-200238	132	1	https://arxiv.org/pdf/2309.16459.pdf	https://arxiv.org/pdf/2309.16459.pdf	X
clogic-200238	132	2	.	.	PUNCT
clogic-200238	133	1	16	16	NUM
clogic-200238	133	2	kevin	kevin	PROPN
clogic-200238	133	3	caramancion	caramancion	PROPN
clogic-200238	133	4	,	,	PUNCT
clogic-200238	133	5	“	"	PUNCT
clogic-200238	133	6	news	news	NOUN
clogic-200238	133	7	verifiers	verifier	NOUN
clogic-200238	133	8	showdown	showdown	VERB
clogic-200238	133	9	:	:	PUNCT
clogic-200238	133	10	a	a	DET
clogic-200238	133	11	comparative	comparative	ADJ
clogic-200238	133	12	performance	performance	NOUN
clogic-200238	133	13	evaluation	evaluation	NOUN
clogic-200238	133	14	of	of	ADP
clogic-200238	133	15	chatgpt	chatgpt	NOUN
clogic-200238	133	16	3.5	3.5	NUM
clogic-200238	133	17	,	,	PUNCT
clogic-200238	133	18	chatgpt	chatgpt	NOUN
clogic-200238	133	19	4.0	4.0	NUM
clogic-200238	133	20	,	,	PUNCT
clogic-200238	133	21	bing	bing	NOUN
clogic-200238	133	22	ai	ai	VERB
clogic-200238	133	23	,	,	PUNCT
clogic-200238	133	24	and	and	CCONJ
clogic-200238	133	25	bard	bard	ADJ
clogic-200238	133	26	in	in	ADP
clogic-200238	133	27	news	news	NOUN
clogic-200238	133	28	fact	fact	NOUN
clogic-200238	133	29	-	-	PUNCT
clogic-200238	133	30	checking	checking	NOUN
clogic-200238	133	31	,	,	PUNCT
clogic-200238	133	32	”	"	PUNCT
clogic-200238	133	33	arxiv	arxiv	NOUN
clogic-200238	133	34	,	,	PUNCT
clogic-200238	133	35	18	18	NUM
clogic-200238	133	36	june	june	PROPN
clogic-200238	133	37	,	,	PUNCT
clogic-200238	133	38	2023	2023	NUM
clogic-200238	133	39	:	:	PUNCT
clogic-200238	133	40	https://arxiv.org/ftp/arxiv/papers	https://arxiv.org/ftp/arxiv/papers	PROPN
clogic-200238	133	41	/2306/2306.17176.pdf	/2306/2306.17176.pdf	PUNCT
clogic-200238	133	42	.	.	PROPN
clogic-200238	134	1	17	17	NUM
clogic-200238	134	2	monya	monya	PROPN
clogic-200238	134	3	baker	baker	PROPN
clogic-200238	134	4	,	,	PUNCT
clogic-200238	134	5	“	"	PUNCT
clogic-200238	134	6	is	be	AUX
clogic-200238	134	7	there	there	PRON
clogic-200238	134	8	a	a	DET
clogic-200238	134	9	reproducibility	reproducibility	NOUN
clogic-200238	134	10	crisis	crisis	NOUN
clogic-200238	134	11	?	?	PUNCT
clogic-200238	134	12	”	"	PUNCT
clogic-200238	134	13	nature	nature	NOUN
clogic-200238	134	14	533	533	NUM
clogic-200238	134	15	(	(	PUNCT
clogic-200238	134	16	2016	2016	NUM
clogic-200238	134	17	):	):	PUNCT
clogic-200238	134	18	452	452	NUM
clogic-200238	134	19	-	-	SYM
clogic-200238	134	20	454	454	NUM
clogic-200238	134	21	,	,	PUNCT
clogic-200238	134	22	452	452	NUM
clogic-200238	134	23	.	.	NOUN
clogic-200238	134	24	18	18	NUM
clogic-200238	134	25	for	for	ADP
clogic-200238	134	26	more	more	ADJ
clogic-200238	134	27	,	,	PUNCT
clogic-200238	134	28	see	see	VERB
clogic-200238	134	29	megan	megan	NOUN
clogic-200238	134	30	head	head	NOUN
clogic-200238	134	31	et	et	PROPN
clogic-200238	134	32	al	al	PROPN
clogic-200238	134	33	.	.	PROPN
clogic-200238	134	34	,	,	PUNCT
clogic-200238	134	35	“	"	PUNCT
clogic-200238	134	36	the	the	DET
clogic-200238	134	37	extent	extent	NOUN
clogic-200238	134	38	and	and	CCONJ
clogic-200238	134	39	consequences	consequence	NOUN
clogic-200238	134	40	of	of	ADP
clogic-200238	134	41	p	p	NOUN
clogic-200238	134	42	-	-	PUNCT
clogic-200238	134	43	hacking	hack	VERB
clogic-200238	134	44	in	in	ADP
clogic-200238	134	45	science	science	NOUN
clogic-200238	134	46	,	,	PUNCT
clogic-200238	134	47	”	"	PUNCT
clogic-200238	134	48	plos	plos	X
clogic-200238	134	49	biology	biology	NOUN
clogic-200238	134	50	13	13	NUM
clogic-200238	134	51	,	,	PUNCT
clogic-200238	134	52	no	no	INTJ
clogic-200238	134	53	.	.	NOUN
clogic-200238	134	54	3	3	NUM
clogic-200238	134	55	(	(	PUNCT
clogic-200238	134	56	2015	2015	NUM
clogic-200238	134	57	):	):	PUNCT
clogic-200238	134	58	https://journals.plos.org/plosbiology/article?id=10.1371/journal.pbio.1002106	https://journals.plos.org/plosbiology/article?id=10.1371/journal.pbio.1002106	PROPN
clogic-200238	134	59	.	.	PUNCT
clogic-200238	135	1	19	19	NUM
clogic-200238	135	2	joque	joque	NOUN
clogic-200238	135	3	,	,	PUNCT
clogic-200238	135	4	102	102	NUM
clogic-200238	135	5	-	-	SYM
clogic-200238	135	6	103	103	NUM
clogic-200238	135	7	.	.	PUNCT
clogic-200238	136	1	https://arxiv.org/ftp/arxiv/papers	https://arxiv.org/ftp/arxiv/paper	VERB
clogic-200238	136	2	cultural	cultural	ADJ
clogic-200238	136	3	logic	logic	NOUN
clogic-200238	136	4	39	39	NUM
clogic-200238	136	5	since	since	SCONJ
clogic-200238	136	6	data	datum	NOUN
clogic-200238	136	7	is	be	AUX
clogic-200238	136	8	information	information	NOUN
clogic-200238	136	9	about	about	ADP
clogic-200238	136	10	the	the	DET
clogic-200238	136	11	world	world	NOUN
clogic-200238	136	12	captured	capture	VERB
clogic-200238	136	13	in	in	ADP
clogic-200238	136	14	some	some	DET
clogic-200238	136	15	artifact	artifact	NOUN
clogic-200238	136	16	,	,	PUNCT
clogic-200238	136	17	those	those	DET
clogic-200238	136	18	artifacts	artifact	NOUN
clogic-200238	136	19	must	must	AUX
clogic-200238	136	20	have	have	AUX
clogic-200238	136	21	been	be	AUX
clogic-200238	136	22	produced	produce	VERB
clogic-200238	136	23	somewhere	somewhere	ADV
clogic-200238	136	24	,	,	PUNCT
clogic-200238	136	25	at	at	ADP
clogic-200238	136	26	some	some	DET
clogic-200238	136	27	time	time	NOUN
clogic-200238	136	28	,	,	PUNCT
clogic-200238	136	29	by	by	ADP
clogic-200238	136	30	some	some	DET
clogic-200238	136	31	person	person	NOUN
clogic-200238	136	32	(	(	PUNCT
clogic-200238	136	33	via	via	ADP
clogic-200238	136	34	machine	machine	NOUN
clogic-200238	136	35	)	)	PUNCT
clogic-200238	136	36	.	.	PUNCT
clogic-200238	137	1	recently	recently	ADV
clogic-200238	137	2	,	,	PUNCT
clogic-200238	137	3	openai	openai	NOUN
clogic-200238	137	4	was	be	AUX
clogic-200238	137	5	hit	hit	VERB
clogic-200238	137	6	with	with	ADP
clogic-200238	137	7	a	a	DET
clogic-200238	137	8	lawsuit	lawsuit	NOUN
clogic-200238	137	9	over	over	ADP
clogic-200238	137	10	violation	violation	NOUN
clogic-200238	137	11	of	of	ADP
clogic-200238	137	12	european	european	PROPN
clogic-200238	137	13	privacy	privacy	PROPN
clogic-200238	137	14	law	law	NOUN
clogic-200238	137	15	.	.	PUNCT
clogic-200238	138	1	the	the	DET
clogic-200238	138	2	complaint	complaint	NOUN
clogic-200238	138	3	states	state	VERB
clogic-200238	138	4	that	that	SCONJ
clogic-200238	138	5	“	"	PUNCT
clogic-200238	138	6	it	it	PRON
clogic-200238	138	7	appears	appear	VERB
clogic-200238	138	8	that	that	SCONJ
clogic-200238	138	9	openai	openai	NOUN
clogic-200238	138	10	systematically	systematically	ADV
clogic-200238	138	11	ignores	ignore	VERB
clogic-200238	138	12	the	the	DET
clogic-200238	138	13	provisions	provision	NOUN
clogic-200238	138	14	of	of	ADP
clogic-200238	138	15	[	[	X
clogic-200238	138	16	european	european	ADJ
clogic-200238	138	17	law	law	NOUN
clogic-200238	138	18	]	]	PUNCT
clogic-200238	138	19	regarding	regard	VERB
clogic-200238	138	20	the	the	DET
clogic-200238	138	21	processing	processing	NOUN
clogic-200238	138	22	of	of	ADP
clogic-200238	138	23	data	datum	NOUN
clogic-200238	138	24	for	for	ADP
clogic-200238	138	25	the	the	DET
clogic-200238	138	26	purposes	purpose	NOUN
clogic-200238	138	27	of	of	ADP
clogic-200238	138	28	training	training	NOUN
clogic-200238	138	29	models	model	NOUN
clogic-200238	138	30	within	within	ADP
clogic-200238	138	31	chatgpt	chatgpt	NOUN
clogic-200238	138	32	.	.	PUNCT
clogic-200238	139	1	”20	”20	PROPN
clogic-200238	139	2	from	from	ADP
clogic-200238	139	3	copywrite	copywrite	PROPN
clogic-200238	139	4	infringement	infringement	NOUN
clogic-200238	139	5	to	to	ADP
clogic-200238	139	6	privacy	privacy	NOUN
clogic-200238	139	7	violation	violation	NOUN
clogic-200238	139	8	,	,	PUNCT
clogic-200238	139	9	llm	llm	PROPN
clogic-200238	139	10	companies	company	NOUN
clogic-200238	139	11	have	have	AUX
clogic-200238	139	12	been	be	AUX
clogic-200238	139	13	tangled	tangle	VERB
clogic-200238	139	14	in	in	ADP
clogic-200238	139	15	legal	legal	ADJ
clogic-200238	139	16	issues	issue	NOUN
clogic-200238	139	17	,	,	PUNCT
clogic-200238	139	18	which	which	PRON
clogic-200238	139	19	has	have	AUX
clogic-200238	139	20	pushed	push	VERB
clogic-200238	139	21	companies	company	NOUN
clogic-200238	139	22	to	to	PART
clogic-200238	139	23	pay	pay	VERB
clogic-200238	139	24	for	for	ADP
clogic-200238	139	25	custom	custom	NOUN
clogic-200238	139	26	curation	curation	NOUN
clogic-200238	139	27	of	of	ADP
clogic-200238	139	28	datasets	dataset	NOUN
clogic-200238	139	29	.	.	PUNCT
clogic-200238	140	1	ii	ii	NOUN
clogic-200238	140	2	the	the	DET
clogic-200238	140	3	materiality	materiality	NOUN
clogic-200238	140	4	of	of	ADP
clogic-200238	140	5	llms	llm	NOUN
clogic-200238	140	6	:	:	PUNCT
clogic-200238	140	7	data	datum	NOUN
clogic-200238	140	8	workers	worker	NOUN
clogic-200238	140	9	and	and	CCONJ
clogic-200238	140	10	the	the	DET
clogic-200238	140	11	global	global	ADJ
clogic-200238	140	12	south	south	NOUN
clogic-200238	140	13	it	it	PRON
clogic-200238	140	14	is	be	AUX
clogic-200238	140	15	commonly	commonly	ADV
clogic-200238	140	16	known	know	VERB
clogic-200238	140	17	that	that	SCONJ
clogic-200238	140	18	lots	lot	NOUN
clogic-200238	140	19	of	of	ADP
clogic-200238	140	20	technological	technological	ADJ
clogic-200238	140	21	advancements	advancement	NOUN
clogic-200238	140	22	and	and	CCONJ
clogic-200238	140	23	devices	device	NOUN
clogic-200238	140	24	rely	rely	VERB
clogic-200238	140	25	on	on	ADP
clogic-200238	140	26	materials	material	NOUN
clogic-200238	140	27	extracted	extract	VERB
clogic-200238	140	28	from	from	ADP
clogic-200238	140	29	the	the	DET
clogic-200238	140	30	global	global	ADJ
clogic-200238	140	31	south	south	NOUN
clogic-200238	140	32	.	.	PUNCT
clogic-200238	141	1	although	although	SCONJ
clogic-200238	141	2	containing	contain	VERB
clogic-200238	141	3	an	an	DET
clogic-200238	141	4	estimated	estimate	VERB
clogic-200238	141	5	$	$	SYM
clogic-200238	141	6	24	24	NUM
clogic-200238	141	7	trillion	trillion	NUM
clogic-200238	141	8	in	in	ADP
clogic-200238	141	9	untapped	untapped	ADJ
clogic-200238	141	10	resources	resource	NOUN
clogic-200238	141	11	,	,	PUNCT
clogic-200238	141	12	countries	country	NOUN
clogic-200238	141	13	such	such	ADJ
clogic-200238	141	14	as	as	ADP
clogic-200238	141	15	nigeria	nigeria	PROPN
clogic-200238	141	16	and	and	CCONJ
clogic-200238	141	17	the	the	DET
clogic-200238	141	18	democratic	democratic	PROPN
clogic-200238	141	19	republic	republic	PROPN
clogic-200238	141	20	of	of	ADP
clogic-200238	141	21	congo	congo	PROPN
clogic-200238	141	22	are	be	AUX
clogic-200238	141	23	“	"	PUNCT
clogic-200238	141	24	mired	mire	VERB
clogic-200238	141	25	”	"	PUNCT
clogic-200238	141	26	in	in	ADP
clogic-200238	141	27	poverty	poverty	NOUN
clogic-200238	141	28	and	and	CCONJ
clogic-200238	141	29	violence.21	violence.21	NOUN
clogic-200238	141	30	for	for	ADP
clogic-200238	141	31	workers	worker	NOUN
clogic-200238	141	32	in	in	ADP
clogic-200238	141	33	china	china	PROPN
clogic-200238	141	34	who	who	PRON
clogic-200238	141	35	assemble	assemble	VERB
clogic-200238	141	36	the	the	DET
clogic-200238	141	37	finished	finished	ADJ
clogic-200238	141	38	technological	technological	ADJ
clogic-200238	141	39	product	product	NOUN
clogic-200238	141	40	,	,	PUNCT
clogic-200238	141	41	the	the	DET
clogic-200238	141	42	situation	situation	NOUN
clogic-200238	141	43	is	be	AUX
clogic-200238	141	44	just	just	ADV
clogic-200238	141	45	as	as	ADP
clogic-200238	141	46	concerning	concern	VERB
clogic-200238	141	47	,	,	PUNCT
clogic-200238	141	48	where	where	SCONJ
clogic-200238	141	49	workers	worker	NOUN
clogic-200238	141	50	as	as	ADV
clogic-200238	141	51	young	young	ADJ
clogic-200238	141	52	as	as	ADP
clogic-200238	141	53	14	14	NUM
clogic-200238	141	54	have	have	AUX
clogic-200238	141	55	been	be	AUX
clogic-200238	141	56	employed	employ	VERB
clogic-200238	141	57	to	to	PART
clogic-200238	141	58	manufacture	manufacture	VERB
clogic-200238	141	59	iphones.22	iphones.22	NOUN
clogic-200238	141	60	it	it	PRON
clogic-200238	141	61	is	be	AUX
clogic-200238	141	62	also	also	ADV
clogic-200238	141	63	the	the	DET
clogic-200238	141	64	case	case	NOUN
clogic-200238	141	65	that	that	SCONJ
clogic-200238	141	66	the	the	DET
clogic-200238	141	67	global	global	PROPN
clogic-200238	141	68	south	south	PROPN
clogic-200238	141	69	is	be	AUX
clogic-200238	141	70	a	a	DET
clogic-200238	141	71	site	site	NOUN
clogic-200238	141	72	of	of	ADP
clogic-200238	141	73	extraction	extraction	NOUN
clogic-200238	141	74	for	for	ADP
clogic-200238	141	75	big	big	ADJ
clogic-200238	141	76	data	datum	NOUN
clogic-200238	141	77	.	.	PUNCT
clogic-200238	142	1	large	large	ADJ
clogic-200238	142	2	,	,	PUNCT
clogic-200238	142	3	carefully	carefully	ADV
clogic-200238	142	4	curated	curate	VERB
clogic-200238	142	5	datasets	dataset	NOUN
clogic-200238	142	6	do	do	AUX
clogic-200238	142	7	not	not	PART
clogic-200238	142	8	fall	fall	VERB
clogic-200238	142	9	from	from	ADP
clogic-200238	142	10	the	the	DET
clogic-200238	142	11	sky	sky	NOUN
clogic-200238	142	12	.	.	PUNCT
clogic-200238	143	1	really	really	ADV
clogic-200238	143	2	,	,	PUNCT
clogic-200238	143	3	“	"	PUNCT
clogic-200238	143	4	the	the	DET
clogic-200238	143	5	magic	magic	NOUN
clogic-200238	143	6	of	of	ADP
clogic-200238	143	7	machine	machine	NOUN
clogic-200238	143	8	learning	learning	NOUN
clogic-200238	143	9	is	be	AUX
clogic-200238	143	10	the	the	DET
clogic-200238	143	11	grind	grind	NOUN
clogic-200238	143	12	of	of	ADP
clogic-200238	143	13	data	datum	NOUN
clogic-200238	143	14	labeling	labeling	NOUN
clogic-200238	143	15	,	,	PUNCT
clogic-200238	143	16	”	"	PUNCT
clogic-200238	143	17	phil	phil	PROPN
clogic-200238	143	18	jones	jones	PROPN
clogic-200238	143	19	accurately	accurately	ADV
clogic-200238	143	20	observes	observe	VERB
clogic-200238	143	21	in	in	ADP
clogic-200238	143	22	his	his	PRON
clogic-200238	143	23	2021	2021	NUM
clogic-200238	143	24	,	,	PUNCT
clogic-200238	143	25	work	work	NOUN
clogic-200238	143	26	without	without	ADP
clogic-200238	143	27	the	the	DET
clogic-200238	143	28	worker.23	worker.23	NOUN
clogic-200238	143	29	even	even	ADV
clogic-200238	143	30	if	if	SCONJ
clogic-200238	143	31	ml	ml	NOUN
clogic-200238	143	32	models	model	NOUN
clogic-200238	143	33	are	be	AUX
clogic-200238	143	34	able	able	ADJ
clogic-200238	143	35	to	to	PART
clogic-200238	143	36	annotate	annotate	VERB
clogic-200238	143	37	datasets	dataset	NOUN
clogic-200238	143	38	,	,	PUNCT
clogic-200238	143	39	those	those	DET
clogic-200238	143	40	models	model	NOUN
clogic-200238	143	41	themselves	themselves	PRON
clogic-200238	143	42	must	must	AUX
clogic-200238	143	43	have	have	AUX
clogic-200238	143	44	been	be	AUX
clogic-200238	143	45	trained	train	VERB
clogic-200238	143	46	on	on	ADP
clogic-200238	143	47	some	some	DET
clogic-200238	143	48	data	datum	NOUN
clogic-200238	143	49	to	to	PART
clogic-200238	143	50	begin	begin	VERB
clogic-200238	143	51	with	with	ADP
clogic-200238	143	52	;	;	PUNCT
clogic-200238	143	53	and	and	CCONJ
clogic-200238	143	54	when	when	SCONJ
clogic-200238	143	55	introducing	introduce	VERB
clogic-200238	143	56	new	new	ADJ
clogic-200238	143	57	tasks	task	NOUN
clogic-200238	143	58	to	to	ADP
clogic-200238	143	59	models	model	NOUN
clogic-200238	143	60	,	,	PUNCT
clogic-200238	143	61	like	like	ADP
clogic-200238	143	62	sorting	sort	VERB
clogic-200238	143	63	hate	hate	NOUN
clogic-200238	143	64	speech	speech	NOUN
clogic-200238	143	65	from	from	ADP
clogic-200238	143	66	non	non	ADJ
clogic-200238	143	67	-	-	ADJ
clogic-200238	143	68	hate	hate	ADJ
clogic-200238	143	69	speech	speech	NOUN
clogic-200238	143	70	,	,	PUNCT
clogic-200238	143	71	initial	initial	ADJ
clogic-200238	143	72	high	high	ADJ
clogic-200238	143	73	-	-	PUNCT
clogic-200238	143	74	quality	quality	NOUN
clogic-200238	143	75	datasets	dataset	NOUN
clogic-200238	143	76	need	need	VERB
clogic-200238	143	77	to	to	PART
clogic-200238	143	78	be	be	AUX
clogic-200238	143	79	used	use	VERB
clogic-200238	143	80	in	in	ADP
clogic-200238	143	81	model	model	NOUN
clogic-200238	143	82	training	training	NOUN
clogic-200238	143	83	.	.	PUNCT
clogic-200238	144	1	these	these	DET
clogic-200238	144	2	tasks	task	NOUN
clogic-200238	144	3	,	,	PUNCT
clogic-200238	144	4	called	call	VERB
clogic-200238	144	5	“	"	PUNCT
clogic-200238	144	6	human	human	ADJ
clogic-200238	144	7	intelligence	intelligence	NOUN
clogic-200238	144	8	tasks	task	NOUN
clogic-200238	144	9	,	,	PUNCT
clogic-200238	144	10	”	"	PUNCT
clogic-200238	144	11	are	be	AUX
clogic-200238	144	12	primarily	primarily	ADV
clogic-200238	144	13	done	do	VERB
clogic-200238	144	14	by	by	ADP
clogic-200238	144	15	workers	worker	NOUN
clogic-200238	144	16	in	in	ADP
clogic-200238	144	17	the	the	DET
clogic-200238	144	18	global	global	ADJ
clogic-200238	144	19	south	south	NOUN
clogic-200238	144	20	.	.	PUNCT
clogic-200238	145	1	“	"	PUNCT
clogic-200238	145	2	in	in	ADP
clogic-200238	145	3	the	the	DET
clogic-200238	145	4	same	same	ADJ
clogic-200238	145	5	hour	hour	NOUN
clogic-200238	145	6	it	it	PRON
clogic-200238	145	7	takes	take	VERB
clogic-200238	145	8	amazon	amazon	PROPN
clogic-200238	145	9	ceo	ceo	PROPN
clogic-200238	145	10	jeff	jeff	PROPN
clogic-200238	145	11	bezos	bezos	PROPN
clogic-200238	145	12	to	to	PART
clogic-200238	145	13	make	make	VERB
clogic-200238	145	14	$	$	SYM
clogic-200238	145	15	13	13	NUM
clogic-200238	145	16	million	million	NUM
clogic-200238	145	17	,	,	PUNCT
clogic-200238	145	18	a	a	DET
clogic-200238	145	19	refugee	refugee	NOUN
clogic-200238	145	20	earns	earn	VERB
clogic-200238	145	21	mere	mere	ADJ
clogic-200238	145	22	cents	cent	NOUN
clogic-200238	145	23	teaching	teach	VERB
clogic-200238	145	24	his	his	PRON
clogic-200238	145	25	algorithm	algorithm	NOUN
clogic-200238	145	26	to	to	PART
clogic-200238	145	27	spot	spot	VERB
clogic-200238	145	28	a	a	DET
clogic-200238	145	29	car	car	NOUN
clogic-200238	145	30	.	.	PUNCT
clogic-200238	146	1	”24	”24	VERB
clogic-200238	146	2	sama	sama	NOUN
clogic-200238	146	3	(	(	PUNCT
clogic-200238	146	4	formerly	formerly	ADV
clogic-200238	146	5	samasource	samasource	NOUN
clogic-200238	146	6	)	)	PUNCT
clogic-200238	146	7	trains	train	VERB
clogic-200238	146	8	workers	worker	NOUN
clogic-200238	146	9	in	in	ADP
clogic-200238	146	10	kenya	kenya	PROPN
clogic-200238	146	11	to	to	PART
clogic-200238	146	12	annotate	annotate	VERB
clogic-200238	146	13	data	datum	NOUN
clogic-200238	146	14	for	for	ADP
clogic-200238	146	15	meta	meta	X
clogic-200238	146	16	(	(	PUNCT
clogic-200238	146	17	formerly	formerly	ADV
clogic-200238	146	18	facebook	facebook	NOUN
clogic-200238	146	19	)	)	PUNCT
clogic-200238	146	20	,	,	PUNCT
clogic-200238	146	21	mostly	mostly	ADV
clogic-200238	146	22	regarding	regard	VERB
clogic-200238	146	23	hate	hate	NOUN
clogic-200238	146	24	and	and	CCONJ
clogic-200238	146	25	explicit	explicit	ADJ
clogic-200238	146	26	content	content	NOUN
clogic-200238	146	27	.	.	PUNCT
clogic-200238	147	1	openai	openai	PROPN
clogic-200238	147	2	also	also	ADV
clogic-200238	147	3	contracted	contract	VERB
clogic-200238	147	4	with	with	ADP
clogic-200238	147	5	sama	sama	NOUN
clogic-200238	147	6	for	for	ADP
clogic-200238	147	7	the	the	DET
clogic-200238	147	8	same	same	ADJ
clogic-200238	147	9	purpose	purpose	NOUN
clogic-200238	147	10	–	–	PUNCT
clogic-200238	147	11	to	to	PART
clogic-200238	147	12	make	make	VERB
clogic-200238	147	13	chatgpt	chatgpt	NOUN
clogic-200238	147	14	less	less	ADV
clogic-200238	147	15	hateful	hateful	ADJ
clogic-200238	147	16	and	and	CCONJ
clogic-200238	147	17	toxic	toxic	ADJ
clogic-200238	147	18	–	–	PUNCT
clogic-200238	147	19	paying	pay	VERB
clogic-200238	147	20	sama	sama	NOUN
clogic-200238	147	21	employed	employ	VERB
clogic-200238	147	22	kenyan	kenyan	ADJ
clogic-200238	147	23	workers	worker	NOUN
clogic-200238	147	24	less	less	ADJ
clogic-200238	147	25	than	than	ADP
clogic-200238	147	26	$	$	SYM
clogic-200238	147	27	2	2	NUM
clogic-200238	147	28	an	an	DET
clogic-200238	147	29	hour.25	hour.25	NOUN
clogic-200238	147	30	in	in	ADP
clogic-200238	147	31	2022	2022	NUM
clogic-200238	147	32	,	,	PUNCT
clogic-200238	147	33	a	a	DET
clogic-200238	147	34	lawsuit	lawsuit	NOUN
clogic-200238	147	35	was	be	AUX
clogic-200238	147	36	filed	file	VERB
clogic-200238	147	37	against	against	ADP
clogic-200238	147	38	sama	sama	NOUN
clogic-200238	147	39	and	and	CCONJ
clogic-200238	147	40	meta	meta	NOUN
clogic-200238	147	41	for	for	ADP
clogic-200238	147	42	exposing	expose	VERB
clogic-200238	147	43	workers	worker	NOUN
clogic-200238	147	44	to	to	ADP
clogic-200238	147	45	such	such	ADJ
clogic-200238	147	46	graphic	graphic	ADJ
clogic-200238	147	47	content	content	NOUN
clogic-200238	147	48	for	for	ADP
clogic-200238	147	49	multiple	multiple	ADJ
clogic-200238	147	50	hours	hour	NOUN
clogic-200238	147	51	a	a	DET
clogic-200238	147	52	day	day	NOUN
clogic-200238	147	53	.	.	PUNCT
clogic-200238	148	1	“	"	PUNCT
clogic-200238	148	2	it	it	PRON
clogic-200238	148	3	is	be	AUX
clogic-200238	148	4	completely	completely	ADV
clogic-200238	148	5	inaccurate	inaccurate	ADJ
clogic-200238	148	6	,	,	PUNCT
clogic-200238	148	7	”	"	PUNCT
clogic-200238	148	8	sama	sama	NOUN
clogic-200238	148	9	responded	respond	VERB
clogic-200238	148	10	,	,	PUNCT
clogic-200238	148	11	“	"	PUNCT
clogic-200238	148	12	to	to	PART
clogic-200238	148	13	suggest	suggest	VERB
clogic-200238	148	14	that	that	SCONJ
clogic-200238	148	15	sama	sama	PROPN
clogic-200238	148	16	employees	employee	NOUN
clogic-200238	148	17	were	be	AUX
clogic-200238	148	18	hired	hire	VERB
clogic-200238	148	19	under	under	ADP
clogic-200238	148	20	false	false	ADJ
clogic-200238	148	21	pretenses	pretense	NOUN
clogic-200238	148	22	or	or	CCONJ
clogic-200238	148	23	were	be	AUX
clogic-200238	148	24	provided	provide	VERB
clogic-200238	148	25	inaccurate	inaccurate	ADJ
clogic-200238	148	26	information	information	NOUN
clogic-200238	148	27	regarding	regard	VERB
clogic-200238	148	28	content	content	NOUN
clogic-200238	148	29	moderation	moderation	NOUN
clogic-200238	148	30	work	work	NOUN
clogic-200238	148	31	.	.	PUNCT
clogic-200238	149	1	”26	”26	VERB
clogic-200238	149	2	20	20	NUM
clogic-200238	149	3	emma	emma	PROPN
clogic-200238	149	4	wooollacott	wooollacott	PROPN
clogic-200238	149	5	,	,	PUNCT
clogic-200238	149	6	“	"	PUNCT
clogic-200238	149	7	openai	openai	NOUN
clogic-200238	149	8	hit	hit	VERB
clogic-200238	149	9	with	with	ADP
clogic-200238	149	10	new	new	ADJ
clogic-200238	149	11	lawsuit	lawsuit	NOUN
clogic-200238	149	12	over	over	ADP
clogic-200238	149	13	chatgpt	chatgpt	NOUN
clogic-200238	149	14	training	training	NOUN
clogic-200238	149	15	data	datum	NOUN
clogic-200238	149	16	,	,	PUNCT
clogic-200238	149	17	”	"	PUNCT
clogic-200238	149	18	forbes	forbes	PROPN
clogic-200238	149	19	,	,	PUNCT
clogic-200238	149	20	september	september	PROPN
clogic-200238	149	21	1	1	NUM
clogic-200238	149	22	,	,	PUNCT
clogic-200238	149	23	2023	2023	NUM
clogic-200238	149	24	,	,	PUNCT
clogic-200238	149	25	available	available	ADJ
clogic-200238	149	26	at	at	ADP
clogic-200238	149	27	:	:	PUNCT
clogic-200238	149	28	https://www.forbes.com/sites/emmawoollacott/2023/09/01/openai-hit-with-new-lawsuit-over-chatgpttraining-data/?sh=4607498a6d84	https://www.forbes.com/sites/emmawoollacott/2023/09/01/openai-hit-with-new-lawsuit-over-chatgpttraining-data/?sh=4607498a6d84	PROPN
clogic-200238	149	29	.	.	PUNCT
clogic-200238	150	1	21	21	NUM
clogic-200238	150	2	katie	katie	PROPN
clogic-200238	150	3	brigham	brigham	PROPN
clogic-200238	150	4	,	,	PUNCT
clogic-200238	150	5	“	"	PUNCT
clogic-200238	150	6	how	how	SCONJ
clogic-200238	150	7	conflict	conflict	NOUN
clogic-200238	150	8	minerals	mineral	NOUN
clogic-200238	150	9	make	make	VERB
clogic-200238	150	10	it	it	PRON
clogic-200238	150	11	into	into	ADP
clogic-200238	150	12	our	our	PRON
clogic-200238	150	13	phones	phone	NOUN
clogic-200238	150	14	,	,	PUNCT
clogic-200238	150	15	”	"	PUNCT
clogic-200238	150	16	cnbc	cnbc	PROPN
clogic-200238	150	17	15	15	NUM
clogic-200238	150	18	february	february	PROPN
clogic-200238	150	19	,	,	PUNCT
clogic-200238	150	20	2023	2023	NUM
clogic-200238	150	21	,	,	PUNCT
clogic-200238	150	22	available	available	ADJ
clogic-200238	150	23	at	at	ADP
clogic-200238	150	24	:	:	PUNCT
clogic-200238	150	25	https://www.cnbc.com/2023/02/15/how-conflict-minerals-make-it-into-our	https://www.cnbc.com/2023/02/15/how-conflict-minerals-make-it-into-our	VERB
clogic-200238	150	26	phones.html#:~:text=tin%2c%20	phones.html#:~:text=tin%2c%20	PROPN
clogic-200238	150	27	tantalum%2c%20tungsten%20and%20gold	tantalum%2c%20tungsten%20and%20gold	NOUN
clogic-200238	150	28	,	,	PUNCT
clogic-200238	150	29	the%20democratic%20republic%20of%20congo	the%20democratic%20republic%20of%20congo	PROPN
clogic-200238	150	30	.	.	PUNCT
clogic-200238	150	31	22	22	NUM
clogic-200238	150	32	reuters	reuter	NOUN
clogic-200238	150	33	staff	staff	NOUN
clogic-200238	150	34	,	,	PUNCT
clogic-200238	150	35	“	"	PUNCT
clogic-200238	150	36	foxconn	foxconn	NOUN
clogic-200238	150	37	says	say	VERB
clogic-200238	150	38	underage	underage	ADJ
clogic-200238	150	39	workers	worker	NOUN
clogic-200238	150	40	used	use	VERB
clogic-200238	150	41	in	in	ADP
clogic-200238	150	42	china	china	PROPN
clogic-200238	150	43	plant	plant	NOUN
clogic-200238	150	44	,	,	PUNCT
clogic-200238	150	45	”	"	PUNCT
clogic-200238	150	46	reuters	reuters	PROPN
clogic-200238	150	47	16	16	NUM
clogic-200238	150	48	october	october	PROPN
clogic-200238	150	49	,	,	PUNCT
clogic-200238	150	50	2012	2012	NUM
clogic-200238	150	51	,	,	PUNCT
clogic-200238	150	52	available	available	ADJ
clogic-200238	150	53	at	at	ADP
clogic-200238	150	54	:	:	PUNCT
clogic-200238	150	55	https://www.reuters.com/article/us-foxconn-teenagers/foxconn-says-underage-workers-used-in-china-plantidinbre89f1u620121017	https://www.reuters.com/article/us-foxconn-teenagers/foxconn-says-underage-workers-used-in-china-plantidinbre89f1u620121017	X
clogic-200238	150	56	.	.	PUNCT
clogic-200238	151	1	23	23	NUM
clogic-200238	151	2	phil	phil	PROPN
clogic-200238	151	3	jones	jones	PROPN
clogic-200238	151	4	,	,	PUNCT
clogic-200238	151	5	work	work	NOUN
clogic-200238	151	6	without	without	ADP
clogic-200238	151	7	the	the	DET
clogic-200238	151	8	worker	worker	NOUN
clogic-200238	151	9	:	:	PUNCT
clogic-200238	151	10	labour	labour	NOUN
clogic-200238	151	11	in	in	ADP
clogic-200238	151	12	the	the	DET
clogic-200238	151	13	age	age	NOUN
clogic-200238	151	14	of	of	ADP
clogic-200238	151	15	platform	platform	NOUN
clogic-200238	151	16	capitalism	capitalism	NOUN
clogic-200238	151	17	(	(	PUNCT
clogic-200238	151	18	london	london	PROPN
clogic-200238	151	19	:	:	PUNCT
clogic-200238	151	20	verso	verso	ADJ
clogic-200238	151	21	,	,	PUNCT
clogic-200238	151	22	2021	2021	NUM
clogic-200238	151	23	)	)	PUNCT
clogic-200238	151	24	,	,	PUNCT
clogic-200238	151	25	2	2	NUM
clogic-200238	151	26	.	.	SYM
clogic-200238	151	27	24	24	NUM
clogic-200238	151	28	jones	jone	NOUN
clogic-200238	151	29	,	,	PUNCT
clogic-200238	151	30	11	11	NUM
clogic-200238	151	31	.	.	PUNCT
clogic-200238	151	32	25	25	NUM
clogic-200238	151	33	billy	billy	PROPN
clogic-200238	151	34	perrigo	perrigo	PROPN
clogic-200238	151	35	,	,	PUNCT
clogic-200238	151	36	“	"	PUNCT
clogic-200238	151	37	exclusive	exclusive	ADJ
clogic-200238	151	38	:	:	PUNCT
clogic-200238	151	39	openai	openai	NOUN
clogic-200238	151	40	used	use	VERB
clogic-200238	151	41	kenyan	kenyan	ADJ
clogic-200238	151	42	workers	worker	NOUN
clogic-200238	151	43	on	on	ADP
clogic-200238	151	44	less	less	ADJ
clogic-200238	151	45	than	than	ADP
clogic-200238	151	46	$	$	SYM
clogic-200238	151	47	2	2	NUM
clogic-200238	151	48	per	per	ADP
clogic-200238	151	49	hour	hour	NOUN
clogic-200238	151	50	to	to	PART
clogic-200238	151	51	make	make	VERB
clogic-200238	151	52	chatgpt	chatgpt	NOUN
clogic-200238	151	53	less	less	ADV
clogic-200238	151	54	toxic	toxic	ADJ
clogic-200238	151	55	,	,	PUNCT
clogic-200238	151	56	”	"	PUNCT
clogic-200238	151	57	time	time	NOUN
clogic-200238	151	58	18	18	NUM
clogic-200238	151	59	january	january	PROPN
clogic-200238	151	60	,	,	PUNCT
clogic-200238	151	61	2023	2023	NUM
clogic-200238	151	62	,	,	PUNCT
clogic-200238	151	63	available	available	ADJ
clogic-200238	151	64	:	:	PUNCT
clogic-200238	151	65	https://time.com/6247678/openai-chatgpt-kenya-workers/.	https://time.com/6247678/openai-chatgpt-kenya-workers/.	NOUN
clogic-200238	151	66	26	26	NUM
clogic-200238	151	67	annie	annie	NOUN
clogic-200238	151	68	njanja	njanja	NOUN
clogic-200238	151	69	,	,	PUNCT
clogic-200238	151	70	“	"	PUNCT
clogic-200238	151	71	meta	meta	X
clogic-200238	151	72	and	and	CCONJ
clogic-200238	151	73	sama	sama	NOUN
clogic-200238	151	74	face	face	VERB
clogic-200238	151	75	legal	legal	ADJ
clogic-200238	151	76	action	action	NOUN
clogic-200238	151	77	in	in	ADP
clogic-200238	151	78	kenya	kenya	NOUN
clogic-200238	151	79	for	for	ADP
clogic-200238	151	80	alleged	allege	VERB
clogic-200238	151	81	poor	poor	ADJ
clogic-200238	151	82	working	working	NOUN
clogic-200238	151	83	conditions	condition	NOUN
clogic-200238	151	84	,	,	PUNCT
clogic-200238	151	85	”	"	PUNCT
clogic-200238	151	86	techcrunch	techcrunch	NOUN
clogic-200238	151	87	31	31	NUM
clogic-200238	151	88	,	,	PUNCT
clogic-200238	151	89	march	march	NOUN
clogic-200238	151	90	,	,	PUNCT
clogic-200238	151	91	2022	2022	NUM
clogic-200238	151	92	,	,	PUNCT
clogic-200238	151	93	available	available	ADJ
clogic-200238	151	94	here	here	ADV
clogic-200238	151	95	:	:	PUNCT
clogic-200238	151	96	https://techcrunch.com/2022/03/30/meta-and-sama-face-legal-action-in-kenya-foralleged-poor-work-conditions/.	https://techcrunch.com/2022/03/30/meta-and-sama-face-legal-action-in-kenya-foralleged-poor-work-conditions/.	NOUN
clogic-200238	151	97	more	more	ADV
clogic-200238	151	98	40	40	NUM
clogic-200238	151	99	in	in	ADP
clogic-200238	151	100	india	india	PROPN
clogic-200238	151	101	,	,	PUNCT
clogic-200238	151	102	the	the	DET
clogic-200238	151	103	situation	situation	NOUN
clogic-200238	151	104	is	be	AUX
clogic-200238	151	105	almost	almost	ADV
clogic-200238	151	106	as	as	ADV
clogic-200238	151	107	desperate	desperate	ADJ
clogic-200238	151	108	as	as	ADP
clogic-200238	151	109	kenya	kenya	NOUN
clogic-200238	151	110	;	;	PUNCT
clogic-200238	151	111	the	the	DET
clogic-200238	151	112	amazon	amazon	NOUN
clogic-200238	151	113	mechanical	mechanical	ADJ
clogic-200238	151	114	turk	turk	PROPN
clogic-200238	151	115	and	and	CCONJ
clogic-200238	151	116	clickworker	clickworker	NOUN
clogic-200238	151	117	platforms	platform	NOUN
clogic-200238	151	118	rule	rule	VERB
clogic-200238	151	119	the	the	DET
clogic-200238	151	120	data	datum	NOUN
clogic-200238	151	121	annotation	annotation	NOUN
clogic-200238	151	122	market.27	market.27	PROPN
clogic-200238	151	123	on	on	ADP
clogic-200238	151	124	the	the	DET
clogic-200238	151	125	one	one	NUM
clogic-200238	151	126	hand	hand	NOUN
clogic-200238	151	127	,	,	PUNCT
clogic-200238	151	128	it	it	PRON
clogic-200238	151	129	is	be	AUX
clogic-200238	151	130	true	true	ADJ
clogic-200238	151	131	that	that	SCONJ
clogic-200238	151	132	workers	worker	NOUN
clogic-200238	151	133	have	have	VERB
clogic-200238	151	134	access	access	NOUN
clogic-200238	151	135	to	to	ADP
clogic-200238	151	136	decent	decent	ADJ
clogic-200238	151	137	paying	paying	NOUN
clogic-200238	151	138	jobs	job	NOUN
clogic-200238	151	139	,	,	PUNCT
clogic-200238	151	140	but	but	CCONJ
clogic-200238	151	141	on	on	ADP
clogic-200238	151	142	the	the	DET
clogic-200238	151	143	other	other	ADJ
clogic-200238	151	144	hand	hand	NOUN
clogic-200238	151	145	,	,	PUNCT
clogic-200238	151	146	their	their	PRON
clogic-200238	151	147	labor	labor	NOUN
clogic-200238	151	148	is	be	AUX
clogic-200238	151	149	undoubtably	undoubtably	ADV
clogic-200238	151	150	bring	bring	VERB
clogic-200238	151	151	exploited	exploit	VERB
clogic-200238	151	152	by	by	ADP
clogic-200238	151	153	the	the	DET
clogic-200238	151	154	companies	company	NOUN
clogic-200238	151	155	paying	pay	VERB
clogic-200238	151	156	them	they	PRON
clogic-200238	151	157	in	in	ADP
clogic-200238	151	158	the	the	DET
clogic-200238	151	159	first	first	ADJ
clogic-200238	151	160	place	place	NOUN
clogic-200238	151	161	–	–	PUNCT
clogic-200238	151	162	recall	recall	VERB
clogic-200238	151	163	how	how	SCONJ
clogic-200238	151	164	much	much	ADJ
clogic-200238	151	165	jeff	jeff	PROPN
clogic-200238	151	166	bezos	bezos	PROPN
clogic-200238	151	167	makes	make	VERB
clogic-200238	151	168	per	per	ADP
clogic-200238	151	169	hour	hour	NOUN
clogic-200238	151	170	.	.	PUNCT
clogic-200238	152	1	the	the	DET
clogic-200238	152	2	decent	decent	ADJ
clogic-200238	152	3	rate	rate	NOUN
clogic-200238	152	4	that	that	PRON
clogic-200238	152	5	these	these	DET
clogic-200238	152	6	workers	worker	NOUN
clogic-200238	152	7	are	be	AUX
clogic-200238	152	8	paid	pay	VERB
clogic-200238	152	9	,	,	PUNCT
clogic-200238	152	10	however	however	ADV
clogic-200238	152	11	,	,	PUNCT
clogic-200238	152	12	can	can	AUX
clogic-200238	152	13	easily	easily	ADV
clogic-200238	152	14	plummet	plummet	VERB
clogic-200238	152	15	;	;	PUNCT
clogic-200238	152	16	because	because	SCONJ
clogic-200238	152	17	lots	lot	NOUN
clogic-200238	152	18	of	of	ADP
clogic-200238	152	19	the	the	DET
clogic-200238	152	20	work	work	NOUN
clogic-200238	152	21	is	be	AUX
clogic-200238	152	22	job	job	NOUN
clogic-200238	152	23	-	-	PUNCT
clogic-200238	152	24	based	base	VERB
clogic-200238	152	25	,	,	PUNCT
clogic-200238	152	26	workers	worker	NOUN
clogic-200238	152	27	often	often	ADV
clogic-200238	152	28	find	find	VERB
clogic-200238	152	29	themselves	themselves	PRON
clogic-200238	152	30	working	work	VERB
clogic-200238	152	31	beyond	beyond	ADP
clogic-200238	152	32	the	the	DET
clogic-200238	152	33	expected	expect	VERB
clogic-200238	152	34	time	time	NOUN
clogic-200238	152	35	it	it	PRON
clogic-200238	152	36	takes	take	VERB
clogic-200238	152	37	to	to	PART
clogic-200238	152	38	annotate	annotate	VERB
clogic-200238	152	39	some	some	DET
clogic-200238	152	40	particular	particular	ADJ
clogic-200238	152	41	dataset	dataset	NOUN
clogic-200238	152	42	,	,	PUNCT
clogic-200238	152	43	drastically	drastically	ADV
clogic-200238	152	44	lowering	lower	VERB
clogic-200238	152	45	their	their	PRON
clogic-200238	152	46	actual	actual	ADJ
clogic-200238	152	47	rate	rate	NOUN
clogic-200238	152	48	per	per	ADP
clogic-200238	152	49	hour	hour	NOUN
clogic-200238	152	50	.	.	PUNCT
clogic-200238	153	1	tech	tech	NOUN
clogic-200238	153	2	workers	worker	NOUN
clogic-200238	153	3	themselves	themselves	PRON
clogic-200238	153	4	are	be	AUX
clogic-200238	153	5	unaware	unaware	ADJ
clogic-200238	153	6	of	of	ADP
clogic-200238	153	7	the	the	DET
clogic-200238	153	8	conditions	condition	NOUN
clogic-200238	153	9	of	of	ADP
clogic-200238	153	10	the	the	DET
clogic-200238	153	11	workers	worker	NOUN
clogic-200238	153	12	that	that	PRON
clogic-200238	153	13	annotate	annotate	VERB
clogic-200238	153	14	the	the	DET
clogic-200238	153	15	datasets	dataset	NOUN
clogic-200238	153	16	they	they	PRON
clogic-200238	153	17	work	work	VERB
clogic-200238	153	18	with	with	ADP
clogic-200238	153	19	on	on	ADP
clogic-200238	153	20	an	an	DET
clogic-200238	153	21	everyday	everyday	ADJ
clogic-200238	153	22	basis	basis	NOUN
clogic-200238	153	23	.	.	PUNCT
clogic-200238	154	1	an	an	DET
clogic-200238	154	2	amazon	amazon	NOUN
clogic-200238	154	3	review	review	NOUN
clogic-200238	154	4	for	for	ADP
clogic-200238	154	5	jones	jones	PROPN
clogic-200238	154	6	’s	’s	PART
clogic-200238	154	7	book	book	NOUN
clogic-200238	154	8	reads	read	VERB
clogic-200238	154	9	,	,	PUNCT
clogic-200238	154	10	“	"	PUNCT
clogic-200238	154	11	i	i	PRON
clogic-200238	154	12	’ve	’ve	AUX
clogic-200238	154	13	worked	work	VERB
clogic-200238	154	14	in	in	ADP
clogic-200238	154	15	tech	tech	NOUN
clogic-200238	154	16	for	for	ADP
clogic-200238	154	17	a	a	DET
clogic-200238	154	18	decade	decade	NOUN
clogic-200238	154	19	and	and	CCONJ
clogic-200238	154	20	thought	think	VERB
clogic-200238	154	21	i	i	PRON
clogic-200238	154	22	was	be	AUX
clogic-200238	154	23	pretty	pretty	ADJ
clogic-200238	154	24	in	in	ADP
clogic-200238	154	25	tune	tune	NOUN
clogic-200238	154	26	with	with	ADP
clogic-200238	154	27	how	how	SCONJ
clogic-200238	154	28	advanced	advanced	ADJ
clogic-200238	154	29	ai	ai	VERB
clogic-200238	154	30	and	and	CCONJ
clogic-200238	154	31	ml	ml	INTJ
clogic-200238	154	32	was	be	AUX
clogic-200238	154	33	…	…	PUNCT
clogic-200238	154	34	turns	turn	VERB
clogic-200238	154	35	out	out	ADP
clogic-200238	154	36	,	,	PUNCT
clogic-200238	154	37	most	most	ADJ
clogic-200238	154	38	of	of	ADP
clogic-200238	154	39	these	these	DET
clogic-200238	154	40	advanced	advanced	ADJ
clogic-200238	154	41	systems	system	NOUN
clogic-200238	154	42	are	be	AUX
clogic-200238	154	43	backed	back	VERB
clogic-200238	154	44	by	by	ADP
clogic-200238	154	45	millions	million	NOUN
clogic-200238	154	46	of	of	ADP
clogic-200238	154	47	underpaid	underpaid	ADJ
clogic-200238	154	48	and	and	CCONJ
clogic-200238	154	49	underemployed	underemployed	ADJ
clogic-200238	154	50	workers	worker	NOUN
clogic-200238	154	51	.	.	PUNCT
clogic-200238	155	1	”28	”28	VERB
clogic-200238	155	2	this	this	DET
clogic-200238	155	3	“	"	PUNCT
clogic-200238	155	4	uneven	uneven	ADJ
clogic-200238	155	5	geographic	geographic	ADJ
clogic-200238	155	6	development	development	NOUN
clogic-200238	155	7	”	"	PUNCT
clogic-200238	155	8	is	be	AUX
clogic-200238	155	9	nothing	nothing	PRON
clogic-200238	155	10	new	new	ADJ
clogic-200238	155	11	in	in	ADP
clogic-200238	155	12	the	the	DET
clogic-200238	155	13	history	history	NOUN
clogic-200238	155	14	of	of	ADP
clogic-200238	155	15	global	global	ADJ
clogic-200238	155	16	economics	economic	NOUN
clogic-200238	155	17	.	.	PUNCT
clogic-200238	156	1	ai	ai	AUX
clogic-200238	156	2	researchers	researcher	NOUN
clogic-200238	156	3	have	have	AUX
clogic-200238	156	4	begun	begin	VERB
clogic-200238	156	5	asking	ask	VERB
clogic-200238	156	6	about	about	ADP
clogic-200238	156	7	the	the	DET
clogic-200238	156	8	ethics	ethic	NOUN
clogic-200238	156	9	of	of	ADP
clogic-200238	156	10	paying	pay	VERB
clogic-200238	156	11	for	for	SCONJ
clogic-200238	156	12	workers	worker	NOUN
clogic-200238	156	13	to	to	PART
clogic-200238	156	14	curate	curate	VERB
clogic-200238	156	15	these	these	DET
clogic-200238	156	16	datasets.29	datasets.29	NOUN
clogic-200238	156	17	but	but	CCONJ
clogic-200238	156	18	to	to	PART
clogic-200238	156	19	question	question	VERB
clogic-200238	156	20	the	the	DET
clogic-200238	156	21	ethics	ethic	NOUN
clogic-200238	156	22	of	of	ADP
clogic-200238	156	23	this	this	DET
clogic-200238	156	24	particular	particular	ADJ
clogic-200238	156	25	line	line	NOUN
clogic-200238	156	26	of	of	ADP
clogic-200238	156	27	work	work	NOUN
clogic-200238	156	28	is	be	AUX
clogic-200238	156	29	to	to	PART
clogic-200238	156	30	ask	ask	VERB
clogic-200238	156	31	about	about	ADP
clogic-200238	156	32	the	the	DET
clogic-200238	156	33	ethics	ethic	NOUN
clogic-200238	156	34	of	of	ADP
clogic-200238	156	35	capitalism	capitalism	NOUN
clogic-200238	156	36	generally	generally	ADV
clogic-200238	156	37	,	,	PUNCT
clogic-200238	156	38	and	and	CCONJ
clogic-200238	156	39	its	its	PRON
clogic-200238	156	40	(	(	PUNCT
clogic-200238	156	41	neo)colonialist	neo)colonialist	NOUN
clogic-200238	156	42	regime	regime	NOUN
clogic-200238	156	43	.	.	PUNCT
clogic-200238	157	1	it	it	PRON
clogic-200238	157	2	is	be	AUX
clogic-200238	157	3	a	a	DET
clogic-200238	157	4	feature	feature	NOUN
clogic-200238	157	5	of	of	ADP
clogic-200238	157	6	capitalism	capitalism	NOUN
clogic-200238	157	7	that	that	SCONJ
clogic-200238	157	8	“	"	PUNCT
clogic-200238	157	9	centres	centre	VERB
clogic-200238	157	10	exploit	exploit	VERB
clogic-200238	157	11	peripheries	periphery	NOUN
clogic-200238	157	12	,	,	PUNCT
clogic-200238	157	13	metropoli	metropoli	NOUN
clogic-200238	157	14	exploit	exploit	PROPN
clogic-200238	157	15	hinterlands	hinterland	NOUN
clogic-200238	157	16	,	,	PUNCT
clogic-200238	157	17	the	the	DET
clogic-200238	157	18	first	first	ADJ
clogic-200238	157	19	world	world	NOUN
clogic-200238	157	20	subjugates	subjugate	VERB
clogic-200238	157	21	and	and	CCONJ
clogic-200238	157	22	mercifully	mercifully	ADV
clogic-200238	157	23	exploits	exploit	VERB
clogic-200238	157	24	the	the	DET
clogic-200238	157	25	third	third	ADJ
clogic-200238	157	26	,	,	PUNCT
clogic-200238	157	27	”	"	PUNCT
clogic-200238	157	28	writes	write	VERB
clogic-200238	157	29	marxist	marxist	ADJ
clogic-200238	157	30	geographer	geographer	NOUN
clogic-200238	157	31	david	david	PROPN
clogic-200238	157	32	harvey.30	harvey.30	PROPN
clogic-200238	157	33	harvey	harvey	PROPN
clogic-200238	157	34	argues	argue	VERB
clogic-200238	157	35	that	that	SCONJ
clogic-200238	157	36	the	the	DET
clogic-200238	157	37	uneven	uneven	ADJ
clogic-200238	157	38	distribution	distribution	NOUN
clogic-200238	157	39	of	of	ADP
clogic-200238	157	40	capital	capital	NOUN
clogic-200238	157	41	,	,	PUNCT
clogic-200238	157	42	land	land	NOUN
clogic-200238	157	43	,	,	PUNCT
clogic-200238	157	44	and	and	CCONJ
clogic-200238	157	45	labor	labor	NOUN
clogic-200238	157	46	cause	cause	VERB
clogic-200238	157	47	uneven	uneven	ADJ
clogic-200238	157	48	spaces	space	NOUN
clogic-200238	157	49	of	of	ADP
clogic-200238	157	50	exploitation	exploitation	NOUN
clogic-200238	157	51	and	and	CCONJ
clogic-200238	157	52	contradiction	contradiction	NOUN
clogic-200238	157	53	,	,	PUNCT
clogic-200238	157	54	such	such	ADJ
clogic-200238	157	55	that	that	SCONJ
clogic-200238	157	56	some	some	DET
clogic-200238	157	57	sites	site	NOUN
clogic-200238	157	58	become	become	VERB
clogic-200238	157	59	subjugated	subjugate	VERB
clogic-200238	157	60	to	to	ADP
clogic-200238	157	61	others	other	NOUN
clogic-200238	157	62	.	.	PUNCT
clogic-200238	158	1	just	just	ADV
clogic-200238	158	2	as	as	SCONJ
clogic-200238	158	3	capitalists	capitalist	NOUN
clogic-200238	158	4	within	within	ADP
clogic-200238	158	5	a	a	DET
clogic-200238	158	6	single	single	ADJ
clogic-200238	158	7	city	city	NOUN
clogic-200238	158	8	exploit	exploit	VERB
clogic-200238	158	9	the	the	DET
clogic-200238	158	10	proletariat	proletariat	NOUN
clogic-200238	158	11	of	of	ADP
clogic-200238	158	12	that	that	DET
clogic-200238	158	13	city	city	NOUN
clogic-200238	158	14	,	,	PUNCT
clogic-200238	158	15	entire	entire	ADJ
clogic-200238	158	16	countries	country	NOUN
clogic-200238	158	17	exploit	exploit	VERB
clogic-200238	158	18	the	the	DET
clogic-200238	158	19	labor	labor	NOUN
clogic-200238	158	20	of	of	ADP
clogic-200238	158	21	other	other	ADJ
clogic-200238	158	22	countries	country	NOUN
clogic-200238	158	23	.	.	PUNCT
clogic-200238	159	1	capital	capital	NOUN
clogic-200238	159	2	sees	see	VERB
clogic-200238	159	3	the	the	DET
clogic-200238	159	4	world	world	NOUN
clogic-200238	159	5	as	as	ADP
clogic-200238	159	6	a	a	DET
clogic-200238	159	7	planetary	planetary	ADJ
clogic-200238	159	8	mine	mine	NOUN
clogic-200238	159	9	,	,	PUNCT
clogic-200238	159	10	ready	ready	ADJ
clogic-200238	159	11	to	to	PART
clogic-200238	159	12	extract	extract	VERB
clogic-200238	159	13	material	material	NOUN
clogic-200238	159	14	from	from	ADP
clogic-200238	159	15	the	the	DET
clogic-200238	159	16	earth	earth	NOUN
clogic-200238	159	17	and	and	CCONJ
clogic-200238	159	18	value	value	NOUN
clogic-200238	159	19	from	from	ADP
clogic-200238	159	20	the	the	DET
clogic-200238	159	21	workers.31	workers.31	PROPN
clogic-200238	159	22	artificial	artificial	ADJ
clogic-200238	159	23	intelligence	intelligence	NOUN
clogic-200238	159	24	seems	seem	VERB
clogic-200238	159	25	like	like	SCONJ
clogic-200238	159	26	it	it	PRON
clogic-200238	159	27	saves	save	VERB
clogic-200238	159	28	time	time	NOUN
clogic-200238	159	29	,	,	PUNCT
clogic-200238	159	30	but	but	CCONJ
clogic-200238	159	31	only	only	ADV
clogic-200238	159	32	because	because	SCONJ
clogic-200238	159	33	that	that	DET
clogic-200238	159	34	time	time	NOUN
clogic-200238	159	35	was	be	AUX
clogic-200238	159	36	accumulated	accumulate	VERB
clogic-200238	159	37	in	in	ADP
clogic-200238	159	38	the	the	DET
clogic-200238	159	39	data	datum	NOUN
clogic-200238	159	40	used	use	VERB
clogic-200238	159	41	to	to	PART
clogic-200238	159	42	train	train	VERB
clogic-200238	159	43	the	the	DET
clogic-200238	159	44	model	model	NOUN
clogic-200238	159	45	in	in	ADP
clogic-200238	159	46	the	the	DET
clogic-200238	159	47	first	first	ADJ
clogic-200238	159	48	place	place	NOUN
clogic-200238	159	49	.	.	PUNCT
clogic-200238	160	1	the	the	DET
clogic-200238	160	2	“	"	PUNCT
clogic-200238	160	3	time	time	NOUN
clogic-200238	160	4	”	"	PUNCT
clogic-200238	160	5	stored	store	VERB
clogic-200238	160	6	in	in	ADP
clogic-200238	160	7	the	the	DET
clogic-200238	160	8	data	data	NOUN
clogic-200238	160	9	is	be	AUX
clogic-200238	160	10	both	both	DET
clogic-200238	160	11	the	the	DET
clogic-200238	160	12	time	time	NOUN
clogic-200238	160	13	spent	spend	VERB
clogic-200238	160	14	to	to	PART
clogic-200238	160	15	originally	originally	ADV
clogic-200238	160	16	produce	produce	VERB
clogic-200238	160	17	the	the	DET
clogic-200238	160	18	content	content	NOUN
clogic-200238	160	19	–	–	PUNCT
clogic-200238	160	20	that	that	SCONJ
clogic-200238	160	21	it	it	PRON
clogic-200238	160	22	took	take	VERB
clogic-200238	160	23	decades	decade	NOUN
clogic-200238	160	24	to	to	PART
clogic-200238	160	25	put	put	VERB
clogic-200238	160	26	together	together	ADV
clogic-200238	160	27	the	the	DET
clogic-200238	160	28	wikipedia	wikipedia	PROPN
clogic-200238	160	29	and	and	CCONJ
clogic-200238	160	30	web	web	NOUN
clogic-200238	160	31	data	datum	NOUN
clogic-200238	160	32	used	use	VERB
clogic-200238	160	33	to	to	PART
clogic-200238	160	34	train	train	VERB
clogic-200238	160	35	chatgpt	chatgpt	NOUN
clogic-200238	160	36	–	–	PUNCT
clogic-200238	160	37	and	and	CCONJ
clogic-200238	160	38	the	the	DET
clogic-200238	160	39	time	time	NOUN
clogic-200238	160	40	paid	pay	VERB
clogic-200238	160	41	for	for	ADP
clogic-200238	160	42	to	to	PART
clogic-200238	160	43	clean	clean	VERB
clogic-200238	160	44	up	up	ADP
clogic-200238	160	45	massive	massive	ADJ
clogic-200238	160	46	datasets	dataset	NOUN
clogic-200238	160	47	.	.	PUNCT
clogic-200238	161	1	iii	iii	X
clogic-200238	161	2	the	the	DET
clogic-200238	161	3	circuit	circuit	NOUN
clogic-200238	161	4	of	of	ADP
clogic-200238	161	5	ml	ml	NOUN
clogic-200238	161	6	capital	capital	NOUN
clogic-200238	161	7	i	i	PRON
clogic-200238	161	8	put	put	VERB
clogic-200238	161	9	forward	forward	ADV
clogic-200238	161	10	two	two	NUM
clogic-200238	161	11	marxist	marxist	ADJ
clogic-200238	161	12	theses	thesis	NOUN
clogic-200238	161	13	:	:	PUNCT
clogic-200238	161	14	first	first	ADV
clogic-200238	161	15	,	,	PUNCT
clogic-200238	161	16	that	that	SCONJ
clogic-200238	161	17	the	the	DET
clogic-200238	161	18	mobilization	mobilization	NOUN
clogic-200238	161	19	of	of	ADP
clogic-200238	161	20	data	datum	NOUN
clogic-200238	161	21	for	for	ADP
clogic-200238	161	22	the	the	DET
clogic-200238	161	23	purpose	purpose	NOUN
clogic-200238	161	24	of	of	ADP
clogic-200238	161	25	training	training	NOUN
clogic-200238	161	26	gpt	gpt	NOUN
clogic-200238	161	27	models	model	NOUN
clogic-200238	161	28	is	be	AUX
clogic-200238	161	29	analogous	analogous	ADJ
clogic-200238	161	30	to	to	ADP
clogic-200238	161	31	the	the	DET
clogic-200238	161	32	commodification	commodification	NOUN
clogic-200238	161	33	of	of	ADP
clogic-200238	161	34	natural	natural	ADJ
clogic-200238	161	35	resources	resource	NOUN
clogic-200238	161	36	,	,	PUNCT
clogic-200238	161	37	where	where	SCONJ
clogic-200238	161	38	humans	human	NOUN
clogic-200238	161	39	come	come	VERB
clogic-200238	161	40	upon	upon	SCONJ
clogic-200238	161	41	objects	object	NOUN
clogic-200238	161	42	which	which	PRON
clogic-200238	161	43	were	be	AUX
clogic-200238	161	44	not	not	PART
clogic-200238	161	45	built	build	VERB
clogic-200238	161	46	for	for	ADP
clogic-200238	161	47	but	but	CCONJ
clogic-200238	161	48	nevertheless	nevertheless	ADV
clogic-200238	161	49	have	have	VERB
clogic-200238	161	50	economic	economic	ADJ
clogic-200238	161	51	value	value	NOUN
clogic-200238	161	52	;	;	PUNCT
clogic-200238	161	53	and	and	CCONJ
clogic-200238	161	54	second	second	ADJ
clogic-200238	161	55	,	,	PUNCT
clogic-200238	161	56	that	that	SCONJ
clogic-200238	161	57	the	the	DET
clogic-200238	161	58	data	datum	NOUN
clogic-200238	161	59	produced	produce	VERB
clogic-200238	161	60	by	by	ADP
clogic-200238	161	61	data	datum	NOUN
clogic-200238	161	62	annotators	annotator	NOUN
clogic-200238	161	63	is	be	AUX
clogic-200238	161	64	a	a	DET
clogic-200238	161	65	paradigmatic	paradigmatic	ADJ
clogic-200238	161	66	example	example	NOUN
clogic-200238	161	67	of	of	ADP
clogic-200238	161	68	commodity	commodity	NOUN
clogic-200238	161	69	production	production	NOUN
clogic-200238	161	70	.	.	PUNCT
clogic-200238	162	1	my	my	PRON
clogic-200238	162	2	characterization	characterization	NOUN
clogic-200238	162	3	of	of	ADP
clogic-200238	162	4	data	datum	NOUN
clogic-200238	162	5	accords	accord	NOUN
clogic-200238	162	6	with	with	ADP
clogic-200238	162	7	existing	exist	VERB
clogic-200238	162	8	accounts	account	NOUN
clogic-200238	162	9	of	of	ADP
clogic-200238	162	10	data	datum	NOUN
clogic-200238	162	11	capitalism	capitalism	NOUN
clogic-200238	162	12	.	.	PUNCT
clogic-200238	163	1	jathan	jathan	PROPN
clogic-200238	163	2	sadowski	sadowski	PROPN
clogic-200238	163	3	,	,	PUNCT
clogic-200238	163	4	for	for	ADP
clogic-200238	163	5	example	example	NOUN
clogic-200238	163	6	,	,	PUNCT
clogic-200238	163	7	describes	describe	VERB
clogic-200238	163	8	how	how	SCONJ
clogic-200238	163	9	data	datum	NOUN
clogic-200238	163	10	can	can	AUX
clogic-200238	163	11	serve	serve	VERB
clogic-200238	163	12	both	both	PRON
clogic-200238	163	13	as	as	ADP
clogic-200238	163	14	a	a	DET
clogic-200238	163	15	commodity	commodity	NOUN
clogic-200238	163	16	and	and	CCONJ
clogic-200238	163	17	as	as	ADP
clogic-200238	163	18	capital	capital	NOUN
clogic-200238	163	19	itself	itself	PRON
clogic-200238	163	20	.	.	PUNCT
clogic-200238	164	1	on	on	ADP
clogic-200238	164	2	the	the	DET
clogic-200238	164	3	one	one	NUM
clogic-200238	164	4	hand	hand	NOUN
clogic-200238	164	5	,	,	PUNCT
clogic-200238	164	6	data	datum	NOUN
clogic-200238	164	7	is	be	AUX
clogic-200238	164	8	a	a	DET
clogic-200238	164	9	commodity	commodity	NOUN
clogic-200238	164	10	when	when	SCONJ
clogic-200238	164	11	it	it	PRON
clogic-200238	164	12	is	be	AUX
clogic-200238	164	13	bought	buy	VERB
clogic-200238	164	14	and	and	CCONJ
clogic-200238	164	15	sold	sell	VERB
clogic-200238	164	16	in	in	ADP
clogic-200238	164	17	the	the	DET
clogic-200238	164	18	sphere	sphere	NOUN
clogic-200238	164	19	of	of	ADP
clogic-200238	164	20	exchange	exchange	NOUN
clogic-200238	164	21	,	,	PUNCT
clogic-200238	164	22	but	but	CCONJ
clogic-200238	164	23	it	it	PRON
clogic-200238	164	24	27	27	NUM
clogic-200238	164	25	rina	rina	NOUN
clogic-200238	164	26	chandran	chandran	PROPN
clogic-200238	164	27	et	et	PROPN
clogic-200238	164	28	al	al	PROPN
clogic-200238	164	29	.	.	PROPN
clogic-200238	164	30	,	,	PUNCT
clogic-200238	164	31	“	"	PUNCT
clogic-200238	164	32	feature	feature	NOUN
clogic-200238	164	33	-	-	PUNCT
clogic-200238	164	34	ai	ai	NOUN
clogic-200238	164	35	boom	boom	NOUN
clogic-200238	164	36	is	be	AUX
clogic-200238	164	37	deam	deam	VERB
clogic-200238	164	38	and	and	CCONJ
clogic-200238	164	39	nightmare	nightmare	NOUN
clogic-200238	164	40	for	for	ADP
clogic-200238	164	41	workers	worker	NOUN
clogic-200238	164	42	in	in	ADP
clogic-200238	164	43	global	global	ADJ
clogic-200238	164	44	south	south	NOUN
clogic-200238	164	45	,	,	PUNCT
clogic-200238	164	46	”	"	PUNCT
clogic-200238	164	47	reuters	reuters	PROPN
clogic-200238	164	48	14	14	NUM
clogic-200238	164	49	march	march	NOUN
clogic-200238	164	50	,	,	PUNCT
clogic-200238	164	51	2023	2023	NUM
clogic-200238	164	52	,	,	PUNCT
clogic-200238	164	53	available	available	ADJ
clogic-200238	164	54	at	at	ADP
clogic-200238	164	55	https://www.reuters.com/article/global-tech-workers-idafl5n2xi2x8	https://www.reuters.com/article/global-tech-workers-idafl5n2xi2x8	ADJ
clogic-200238	164	56	.	.	PUNCT
clogic-200238	165	1	28	28	NUM
clogic-200238	165	2	amazon	amazon	PROPN
clogic-200238	165	3	review	review	NOUN
clogic-200238	165	4	,	,	PUNCT
clogic-200238	165	5	available	available	ADJ
clogic-200238	165	6	at	at	ADP
clogic-200238	165	7	https://www.amazon.com/work-without-worker-platformcapitalism/dp/1839760435	https://www.amazon.com/work-without-worker-platformcapitalism/dp/1839760435	ADJ
clogic-200238	165	8	.	.	PUNCT
clogic-200238	165	9	29	29	NUM
clogic-200238	165	10	nana	nana	PROPN
clogic-200238	165	11	nwachukwu	nwachukwu	PROPN
clogic-200238	165	12	and	and	CCONJ
clogic-200238	165	13	jennafer	jennafer	PROPN
clogic-200238	165	14	roberts	roberts	PROPN
clogic-200238	165	15	,	,	PUNCT
clogic-200238	165	16	“	"	PUNCT
clogic-200238	165	17	the	the	DET
clogic-200238	165	18	glamorisation	glamorisation	NOUN
clogic-200238	165	19	of	of	ADP
clogic-200238	165	20	unpaid	unpaid	ADJ
clogic-200238	165	21	labor	labor	NOUN
clogic-200238	165	22	:	:	PUNCT
clogic-200238	165	23	ai	ai	VERB
clogic-200238	165	24	and	and	CCONJ
clogic-200238	165	25	its	its	PRON
clogic-200238	165	26	influencers	influencer	NOUN
clogic-200238	165	27	,	,	PUNCT
clogic-200238	165	28	”	"	PUNCT
clogic-200238	165	29	16	16	NUM
clogic-200238	165	30	september	september	PROPN
clogic-200238	165	31	2023	2023	NUM
clogic-200238	165	32	:	:	PUNCT
clogic-200238	166	1	https://arxiv.org/pdf/2308.02399.pdf	https://arxiv.org/pdf/2308.02399.pdf	PROPN
clogic-200238	166	2	30	30	NUM
clogic-200238	166	3	david	david	PROPN
clogic-200238	166	4	harvey	harvey	PROPN
clogic-200238	166	5	,	,	PUNCT
clogic-200238	166	6	the	the	DET
clogic-200238	166	7	limits	limit	NOUN
clogic-200238	166	8	to	to	ADP
clogic-200238	166	9	capital	capital	NOUN
clogic-200238	166	10	(	(	PUNCT
clogic-200238	166	11	verso	verso	ADJ
clogic-200238	166	12	:	:	PUNCT
clogic-200238	166	13	london	london	PROPN
clogic-200238	166	14	,	,	PUNCT
clogic-200238	166	15	2018	2018	NUM
clogic-200238	166	16	[	[	X
clogic-200238	166	17	1982	1982	NUM
clogic-200238	166	18	]	]	SYM
clogic-200238	166	19	)	)	PUNCT
clogic-200238	166	20	,	,	PUNCT
clogic-200238	166	21	439	439	NUM
clogic-200238	166	22	.	.	NOUN
clogic-200238	166	23	31	31	NUM
clogic-200238	166	24	martín	martín	NOUN
clogic-200238	166	25	arboleda	arboleda	PROPN
clogic-200238	166	26	,	,	PUNCT
clogic-200238	166	27	planetary	planetary	ADJ
clogic-200238	166	28	mine	mine	NOUN
clogic-200238	166	29	:	:	PUNCT
clogic-200238	166	30	territories	territory	NOUN
clogic-200238	166	31	of	of	ADP
clogic-200238	166	32	extraction	extraction	NOUN
clogic-200238	166	33	under	under	ADP
clogic-200238	166	34	late	late	ADJ
clogic-200238	166	35	capitalism	capitalism	NOUN
clogic-200238	166	36	(	(	PUNCT
clogic-200238	166	37	london	london	PROPN
clogic-200238	166	38	:	:	PUNCT
clogic-200238	166	39	verso	verso	ADJ
clogic-200238	166	40	,	,	PUNCT
clogic-200238	166	41	2020	2020	NUM
clogic-200238	166	42	)	)	PUNCT
clogic-200238	166	43	.	.	PUNCT
clogic-200238	167	1	cultural	cultural	ADJ
clogic-200238	167	2	logic	logic	NOUN
clogic-200238	167	3	41	41	NUM
clogic-200238	167	4	becomes	become	VERB
clogic-200238	167	5	constant	constant	ADJ
clogic-200238	167	6	capital	capital	NOUN
clogic-200238	167	7	when	when	SCONJ
clogic-200238	167	8	used	use	VERB
clogic-200238	167	9	in	in	ADP
clogic-200238	167	10	the	the	DET
clogic-200238	167	11	production	production	NOUN
clogic-200238	167	12	process	process	NOUN
clogic-200238	167	13	–	–	PUNCT
clogic-200238	167	14	in	in	ADP
clogic-200238	167	15	this	this	DET
clogic-200238	167	16	case	case	NOUN
clogic-200238	167	17	,	,	PUNCT
clogic-200238	167	18	training	training	NOUN
clogic-200238	167	19	models	model	NOUN
clogic-200238	167	20	.	.	PUNCT
clogic-200238	168	1	“	"	PUNCT
clogic-200238	168	2	on	on	ADP
clogic-200238	168	3	the	the	DET
clogic-200238	168	4	one	one	NUM
clogic-200238	168	5	hand	hand	NOUN
clogic-200238	168	6	,	,	PUNCT
clogic-200238	168	7	data	datum	NOUN
clogic-200238	168	8	is	be	AUX
clogic-200238	168	9	cast	cast	VERB
clogic-200238	168	10	as	as	ADP
clogic-200238	168	11	a	a	DET
clogic-200238	168	12	digital	digital	ADJ
clogic-200238	168	13	raw	raw	ADJ
clogic-200238	168	14	material	material	NOUN
clogic-200238	168	15	…	…	PUNCT
clogic-200238	168	16	on	on	ADP
clogic-200238	168	17	the	the	DET
clogic-200238	168	18	other	other	ADJ
clogic-200238	168	19	hand	hand	NOUN
clogic-200238	168	20	,	,	PUNCT
clogic-200238	168	21	data	datum	NOUN
clogic-200238	168	22	is	be	AUX
clogic-200238	168	23	cast	cast	VERB
clogic-200238	168	24	as	as	ADP
clogic-200238	168	25	a	a	DET
clogic-200238	168	26	commodity	commodity	NOUN
clogic-200238	168	27	produced	produce	VERB
clogic-200238	168	28	by	by	ADP
clogic-200238	168	29	digital	digital	ADJ
clogic-200238	168	30	labour	labour	NOUN
clogic-200238	168	31	of	of	ADP
clogic-200238	168	32	people	people	NOUN
clogic-200238	168	33	posting	post	VERB
clogic-200238	168	34	on	on	ADP
clogic-200238	168	35	facebook	facebook	NOUN
clogic-200238	168	36	,	,	PUNCT
clogic-200238	168	37	clicking	click	VERB
clogic-200238	168	38	on	on	ADP
clogic-200238	168	39	google	google	NOUN
clogic-200238	168	40	,	,	PUNCT
clogic-200238	168	41	exercising	exercise	VERB
clogic-200238	168	42	with	with	ADP
clogic-200238	168	43	fitbits	fitbit	NOUN
clogic-200238	168	44	,	,	PUNCT
clogic-200238	168	45	”	"	PUNCT
clogic-200238	168	46	and	and	CCONJ
clogic-200238	168	47	consciously	consciously	ADV
clogic-200238	168	48	annotating	annotate	VERB
clogic-200238	168	49	datasets.32	datasets.32	NOUN
clogic-200238	168	50	let	let	VERB
clogic-200238	168	51	us	we	PRON
clogic-200238	168	52	examine	examine	VERB
clogic-200238	168	53	what	what	PRON
clogic-200238	168	54	the	the	DET
clogic-200238	168	55	circuits	circuit	NOUN
clogic-200238	168	56	of	of	ADP
clogic-200238	168	57	data	datum	NOUN
clogic-200238	168	58	looks	look	VERB
clogic-200238	168	59	like	like	ADP
clogic-200238	168	60	from	from	ADP
clogic-200238	168	61	these	these	DET
clogic-200238	168	62	two	two	NUM
clogic-200238	168	63	perspectives	perspective	NOUN
clogic-200238	168	64	.	.	PUNCT
clogic-200238	169	1	from	from	ADP
clogic-200238	169	2	the	the	DET
clogic-200238	169	3	point	point	NOUN
clogic-200238	169	4	of	of	ADP
clogic-200238	169	5	view	view	NOUN
clogic-200238	169	6	of	of	ADP
clogic-200238	169	7	the	the	DET
clogic-200238	169	8	manufacturers	manufacturer	NOUN
clogic-200238	169	9	of	of	ADP
clogic-200238	169	10	data	datum	NOUN
clogic-200238	169	11	(	(	PUNCT
clogic-200238	169	12	like	like	INTJ
clogic-200238	169	13	sama	sama	NOUN
clogic-200238	169	14	)	)	PUNCT
clogic-200238	169	15	,	,	PUNCT
clogic-200238	169	16	some	some	DET
clogic-200238	169	17	initial	initial	ADJ
clogic-200238	169	18	portion	portion	NOUN
clogic-200238	169	19	of	of	ADP
clogic-200238	169	20	money	money	NOUN
clogic-200238	169	21	(	(	PUNCT
clogic-200238	169	22	m	m	NOUN
clogic-200238	169	23	)	)	PUNCT
clogic-200238	169	24	buys	buy	VERB
clogic-200238	169	25	commodities	commodity	NOUN
clogic-200238	169	26	(	(	PUNCT
clogic-200238	169	27	labor	labor	NOUN
clogic-200238	169	28	power	power	NOUN
clogic-200238	169	29	l	l	PROPN
clogic-200238	169	30	and	and	CCONJ
clogic-200238	169	31	means	mean	NOUN
clogic-200238	169	32	of	of	ADP
clogic-200238	169	33	production	production	NOUN
clogic-200238	169	34	mp	mp	PROPN
clogic-200238	169	35	)	)	PUNCT
clogic-200238	169	36	which	which	PRON
clogic-200238	169	37	produce	produce	VERB
clogic-200238	169	38	annotated	annotated	ADJ
clogic-200238	169	39	datasets	dataset	NOUN
clogic-200238	169	40	(	(	PUNCT
clogic-200238	169	41	c	c	NOUN
clogic-200238	169	42	’	'	PUNCT
clogic-200238	169	43	)	)	PUNCT
clogic-200238	169	44	which	which	PRON
clogic-200238	169	45	are	be	AUX
clogic-200238	169	46	sold	sell	VERB
clogic-200238	169	47	to	to	ADP
clogic-200238	169	48	companies	company	NOUN
clogic-200238	169	49	like	like	ADP
clogic-200238	169	50	openai	openai	NOUN
clogic-200238	169	51	and	and	CCONJ
clogic-200238	169	52	meta	meta	VERB
clogic-200238	169	53	for	for	ADP
clogic-200238	169	54	an	an	DET
clogic-200238	169	55	amount	amount	NOUN
clogic-200238	169	56	of	of	ADP
clogic-200238	169	57	money	money	NOUN
clogic-200238	169	58	(	(	PUNCT
clogic-200238	169	59	m	m	NOUN
clogic-200238	169	60	’	'	PUNCT
clogic-200238	169	61	)	)	PUNCT
clogic-200238	169	62	greater	great	ADJ
clogic-200238	169	63	than	than	SCONJ
clogic-200238	169	64	initially	initially	ADV
clogic-200238	169	65	invested	invest	VERB
clogic-200238	169	66	.	.	PUNCT
clogic-200238	170	1	in	in	ADP
clogic-200238	170	2	this	this	DET
clogic-200238	170	3	circuit	circuit	NOUN
clogic-200238	170	4	,	,	PUNCT
clogic-200238	170	5	those	those	DET
clogic-200238	170	6	datasets	dataset	NOUN
clogic-200238	170	7	act	act	VERB
clogic-200238	170	8	as	as	ADP
clogic-200238	170	9	finished	finish	VERB
clogic-200238	170	10	commodities	commodity	NOUN
clogic-200238	170	11	(	(	PUNCT
clogic-200238	170	12	c	c	NOUN
clogic-200238	170	13	’	'	PUNCT
clogic-200238	170	14	)	)	PUNCT
clogic-200238	170	15	,	,	PUNCT
clogic-200238	170	16	the	the	DET
clogic-200238	170	17	output	output	NOUN
clogic-200238	170	18	of	of	ADP
clogic-200238	170	19	the	the	DET
clogic-200238	170	20	production	production	NOUN
clogic-200238	170	21	process	process	NOUN
clogic-200238	170	22	(	(	PUNCT
clogic-200238	170	23	p	p	NOUN
clogic-200238	170	24	)	)	PUNCT
clogic-200238	170	25	.	.	PUNCT
clogic-200238	171	1	in	in	ADP
clogic-200238	171	2	the	the	DET
clogic-200238	171	3	circuit	circuit	NOUN
clogic-200238	171	4	of	of	ADP
clogic-200238	171	5	ai	ai	VERB
clogic-200238	171	6	companies	company	NOUN
clogic-200238	171	7	like	like	ADP
clogic-200238	171	8	openai	openai	NOUN
clogic-200238	171	9	,	,	PUNCT
clogic-200238	171	10	the	the	DET
clogic-200238	171	11	data	data	NOUN
clogic-200238	171	12	serves	serve	VERB
clogic-200238	171	13	as	as	ADP
clogic-200238	171	14	part	part	NOUN
clogic-200238	171	15	of	of	ADP
clogic-200238	171	16	the	the	DET
clogic-200238	171	17	means	mean	NOUN
clogic-200238	171	18	of	of	ADP
clogic-200238	171	19	production	production	NOUN
clogic-200238	171	20	(	(	PUNCT
clogic-200238	171	21	mp	mp	NOUN
clogic-200238	171	22	)	)	PUNCT
clogic-200238	171	23	used	use	VERB
clogic-200238	171	24	to	to	PART
clogic-200238	171	25	produce	produce	VERB
clogic-200238	171	26	(	(	PUNCT
clogic-200238	171	27	train	train	NOUN
clogic-200238	171	28	)	)	PUNCT
clogic-200238	171	29	their	their	PRON
clogic-200238	171	30	models	model	NOUN
clogic-200238	171	31	.	.	PUNCT
clogic-200238	172	1	openai	openai	PROPN
clogic-200238	172	2	pays	pay	VERB
clogic-200238	172	3	sama	sama	PROPN
clogic-200238	172	4	some	some	DET
clogic-200238	172	5	initial	initial	ADJ
clogic-200238	172	6	portion	portion	NOUN
clogic-200238	172	7	of	of	ADP
clogic-200238	172	8	money	money	NOUN
clogic-200238	172	9	(	(	PUNCT
clogic-200238	172	10	m	m	NOUN
clogic-200238	172	11	)	)	PUNCT
clogic-200238	172	12	for	for	ADP
clogic-200238	172	13	the	the	DET
clogic-200238	172	14	datasets	dataset	NOUN
clogic-200238	172	15	(	(	PUNCT
clogic-200238	172	16	mp	mp	NOUN
clogic-200238	172	17	)	)	PUNCT
clogic-200238	172	18	to	to	PART
clogic-200238	172	19	produce	produce	VERB
clogic-200238	172	20	the	the	DET
clogic-200238	172	21	trained	train	VERB
clogic-200238	172	22	gpt	gpt	NOUN
clogic-200238	172	23	(	(	PUNCT
clogic-200238	172	24	c	c	NOUN
clogic-200238	172	25	’	'	PUNCT
clogic-200238	172	26	)	)	PUNCT
clogic-200238	172	27	which	which	PRON
clogic-200238	172	28	is	be	AUX
clogic-200238	172	29	then	then	ADV
clogic-200238	172	30	sold	sell	VERB
clogic-200238	172	31	as	as	ADP
clogic-200238	172	32	a	a	DET
clogic-200238	172	33	service	service	NOUN
clogic-200238	172	34	to	to	ADP
clogic-200238	172	35	users	user	NOUN
clogic-200238	172	36	at	at	ADP
clogic-200238	172	37	a	a	DET
clogic-200238	172	38	rate	rate	NOUN
clogic-200238	172	39	of	of	ADP
clogic-200238	172	40	$	$	SYM
clogic-200238	172	41	20	20	NUM
clogic-200238	172	42	per	per	ADP
clogic-200238	172	43	month	month	NOUN
clogic-200238	172	44	and	and	CCONJ
clogic-200238	172	45	large	large	ADJ
clogic-200238	172	46	corporations	corporation	NOUN
clogic-200238	172	47	for	for	ADP
clogic-200238	172	48	a	a	DET
clogic-200238	172	49	high	high	ADJ
clogic-200238	172	50	cost	cost	NOUN
clogic-200238	172	51	,	,	PUNCT
clogic-200238	172	52	like	like	ADP
clogic-200238	172	53	microsoft	microsoft	PROPN
clogic-200238	172	54	,	,	PUNCT
clogic-200238	172	55	slack	slack	VERB
clogic-200238	172	56	,	,	PUNCT
clogic-200238	172	57	coca	coca	PROPN
clogic-200238	172	58	-	-	PUNCT
clogic-200238	172	59	cola	cola	PROPN
clogic-200238	172	60	and	and	CCONJ
clogic-200238	172	61	many	many	ADJ
clogic-200238	172	62	others	other	NOUN
clogic-200238	172	63	.	.	PUNCT
clogic-200238	173	1	as	as	ADP
clogic-200238	173	2	a	a	DET
clogic-200238	173	3	reminder	reminder	NOUN
clogic-200238	173	4	,	,	PUNCT
clogic-200238	173	5	the	the	DET
clogic-200238	173	6	circuit	circuit	NOUN
clogic-200238	173	7	for	for	ADP
clogic-200238	173	8	workers	worker	NOUN
clogic-200238	173	9	(	(	PUNCT
clogic-200238	173	10	c	c	X
clogic-200238	173	11	-	-	PUNCT
clogic-200238	173	12	m	m	NOUN
clogic-200238	173	13	-	-	PUNCT
clogic-200238	173	14	c	c	NOUN
clogic-200238	173	15	)	)	PUNCT
clogic-200238	173	16	yields	yield	VERB
clogic-200238	173	17	no	no	DET
clogic-200238	173	18	surplus	surplus	NOUN
clogic-200238	173	19	.	.	PUNCT
clogic-200238	174	1	workers	worker	NOUN
clogic-200238	174	2	begin	begin	VERB
clogic-200238	174	3	with	with	ADP
clogic-200238	174	4	a	a	DET
clogic-200238	174	5	portion	portion	NOUN
clogic-200238	174	6	of	of	ADP
clogic-200238	174	7	labor	labor	NOUN
clogic-200238	174	8	they	they	PRON
clogic-200238	174	9	will	will	AUX
clogic-200238	174	10	expend	expend	VERB
clogic-200238	174	11	throughout	throughout	ADP
clogic-200238	174	12	the	the	DET
clogic-200238	174	13	day	day	NOUN
clogic-200238	174	14	(	(	PUNCT
clogic-200238	174	15	c	c	NOUN
clogic-200238	174	16	)	)	PUNCT
clogic-200238	174	17	,	,	PUNCT
clogic-200238	174	18	which	which	PRON
clogic-200238	174	19	is	be	AUX
clogic-200238	174	20	sold	sell	VERB
clogic-200238	174	21	for	for	ADP
clogic-200238	174	22	a	a	DET
clogic-200238	174	23	wage	wage	NOUN
clogic-200238	174	24	(	(	PUNCT
clogic-200238	174	25	m	m	NOUN
clogic-200238	174	26	)	)	PUNCT
clogic-200238	174	27	,	,	PUNCT
clogic-200238	174	28	which	which	PRON
clogic-200238	174	29	allows	allow	VERB
clogic-200238	174	30	them	they	PRON
clogic-200238	174	31	to	to	PART
clogic-200238	174	32	buy	buy	VERB
clogic-200238	174	33	food	food	NOUN
clogic-200238	174	34	,	,	PUNCT
clogic-200238	174	35	shelter	shelter	NOUN
clogic-200238	174	36	,	,	PUNCT
clogic-200238	174	37	and	and	CCONJ
clogic-200238	174	38	other	other	ADJ
clogic-200238	174	39	things	thing	NOUN
clogic-200238	174	40	required	require	VERB
clogic-200238	174	41	for	for	SCONJ
clogic-200238	174	42	them	they	PRON
clogic-200238	174	43	to	to	PART
clogic-200238	174	44	be	be	AUX
clogic-200238	174	45	able	able	ADJ
clogic-200238	174	46	to	to	PART
clogic-200238	174	47	come	come	VERB
clogic-200238	174	48	to	to	PART
clogic-200238	174	49	work	work	VERB
clogic-200238	174	50	the	the	DET
clogic-200238	174	51	next	next	ADJ
clogic-200238	174	52	day	day	NOUN
clogic-200238	174	53	,	,	PUNCT
clogic-200238	174	54	ready	ready	ADJ
clogic-200238	174	55	to	to	PART
clogic-200238	174	56	expend	expend	VERB
clogic-200238	174	57	another	another	DET
clogic-200238	174	58	portion	portion	NOUN
clogic-200238	174	59	of	of	ADP
clogic-200238	174	60	labor	labor	NOUN
clogic-200238	174	61	(	(	PUNCT
clogic-200238	174	62	c	c	NOUN
clogic-200238	174	63	)	)	PUNCT
clogic-200238	174	64	.	.	PUNCT
clogic-200238	175	1	the	the	DET
clogic-200238	175	2	initial	initial	ADJ
clogic-200238	175	3	commodification	commodification	NOUN
clogic-200238	175	4	of	of	ADP
clogic-200238	175	5	data	datum	NOUN
clogic-200238	175	6	focused	focus	VERB
clogic-200238	175	7	on	on	ADP
clogic-200238	175	8	its	its	PRON
clogic-200238	175	9	use	use	NOUN
clogic-200238	175	10	for	for	ADP
clogic-200238	175	11	advertising	advertising	NOUN
clogic-200238	175	12	.	.	PUNCT
clogic-200238	176	1	indeed	indeed	ADV
clogic-200238	176	2	,	,	PUNCT
clogic-200238	176	3	much	much	ADJ
clogic-200238	176	4	of	of	ADP
clogic-200238	176	5	the	the	DET
clogic-200238	176	6	data	datum	NOUN
clogic-200238	176	7	that	that	PRON
clogic-200238	176	8	is	be	AUX
clogic-200238	176	9	collected	collect	VERB
clogic-200238	176	10	by	by	ADP
clogic-200238	176	11	the	the	DET
clogic-200238	176	12	websites	website	NOUN
clogic-200238	176	13	we	we	PRON
clogic-200238	176	14	browse	browse	VERB
clogic-200238	176	15	every	every	DET
clogic-200238	176	16	day	day	NOUN
clogic-200238	176	17	is	be	AUX
clogic-200238	176	18	still	still	ADV
clogic-200238	176	19	primarily	primarily	ADV
clogic-200238	176	20	used	use	VERB
clogic-200238	176	21	for	for	ADP
clogic-200238	176	22	that	that	DET
clogic-200238	176	23	purpose	purpose	NOUN
clogic-200238	176	24	.	.	PUNCT
clogic-200238	177	1	companies	company	NOUN
clogic-200238	177	2	that	that	PRON
clogic-200238	177	3	pay	pay	VERB
clogic-200238	177	4	for	for	ADP
clogic-200238	177	5	ai	ai	PROPN
clogic-200238	177	6	services	service	NOUN
clogic-200238	177	7	,	,	PUNCT
clogic-200238	177	8	like	like	ADP
clogic-200238	177	9	amazon	amazon	NOUN
clogic-200238	177	10	,	,	PUNCT
clogic-200238	177	11	primarily	primarily	ADV
clogic-200238	177	12	use	use	VERB
clogic-200238	177	13	those	those	DET
clogic-200238	177	14	services	service	NOUN
clogic-200238	177	15	for	for	ADP
clogic-200238	177	16	increasing	increase	VERB
clogic-200238	177	17	their	their	PRON
clogic-200238	177	18	ability	ability	NOUN
clogic-200238	177	19	to	to	PART
clogic-200238	177	20	advertise	advertise	VERB
clogic-200238	177	21	better	well	ADV
clogic-200238	177	22	.	.	PUNCT
clogic-200238	178	1	companies	company	NOUN
clogic-200238	178	2	do	do	AUX
clogic-200238	178	3	not	not	PART
clogic-200238	178	4	arbitrarily	arbitrarily	ADV
clogic-200238	178	5	make	make	VERB
clogic-200238	178	6	money	money	NOUN
clogic-200238	178	7	by	by	ADP
clogic-200238	178	8	spying	spy	VERB
clogic-200238	178	9	on	on	ADP
clogic-200238	178	10	you	you	PRON
clogic-200238	178	11	;	;	PUNCT
clogic-200238	178	12	they	they	PRON
clogic-200238	178	13	do	do	VERB
clogic-200238	178	14	so	so	ADV
clogic-200238	178	15	by	by	ADP
clogic-200238	178	16	selling	sell	VERB
clogic-200238	178	17	commodities	commodity	NOUN
clogic-200238	178	18	(	(	PUNCT
clogic-200238	178	19	this	this	DET
clogic-200238	178	20	point	point	NOUN
clogic-200238	178	21	is	be	AUX
clogic-200238	178	22	often	often	ADV
clogic-200238	178	23	lost	lose	VERB
clogic-200238	178	24	in	in	ADP
clogic-200238	178	25	non	non	ADJ
clogic-200238	178	26	-	-	ADJ
clogic-200238	178	27	marxist	marxist	ADJ
clogic-200238	178	28	discussions	discussion	NOUN
clogic-200238	178	29	of	of	ADP
clogic-200238	178	30	internet	internet	NOUN
clogic-200238	178	31	ethics	ethic	NOUN
clogic-200238	178	32	)	)	PUNCT
clogic-200238	178	33	.	.	PUNCT
clogic-200238	179	1	even	even	ADV
clogic-200238	179	2	when	when	SCONJ
clogic-200238	179	3	companies	company	NOUN
clogic-200238	179	4	make	make	VERB
clogic-200238	179	5	money	money	NOUN
clogic-200238	179	6	by	by	ADP
clogic-200238	179	7	collecting	collect	VERB
clogic-200238	179	8	data	datum	NOUN
clogic-200238	179	9	,	,	PUNCT
clogic-200238	179	10	it	it	PRON
clogic-200238	179	11	is	be	AUX
clogic-200238	179	12	only	only	ADV
clogic-200238	179	13	when	when	SCONJ
clogic-200238	179	14	that	that	DET
clogic-200238	179	15	data	datum	NOUN
clogic-200238	179	16	is	be	AUX
clogic-200238	179	17	sold	sell	VERB
clogic-200238	179	18	to	to	ADP
clogic-200238	179	19	someone	someone	PRON
clogic-200238	179	20	that	that	PRON
clogic-200238	179	21	it	it	PRON
clogic-200238	179	22	actually	actually	ADV
clogic-200238	179	23	has	have	VERB
clogic-200238	179	24	value	value	NOUN
clogic-200238	179	25	.	.	PUNCT
clogic-200238	180	1	the	the	DET
clogic-200238	180	2	people	people	NOUN
clogic-200238	180	3	who	who	PRON
clogic-200238	180	4	buy	buy	VERB
clogic-200238	180	5	data	data	NOUN
clogic-200238	180	6	use	use	VERB
clogic-200238	180	7	it	it	PRON
clogic-200238	180	8	as	as	ADP
clogic-200238	180	9	constant	constant	ADJ
clogic-200238	180	10	capital	capital	NOUN
clogic-200238	180	11	in	in	ADP
clogic-200238	180	12	the	the	DET
clogic-200238	180	13	production	production	NOUN
clogic-200238	180	14	of	of	ADP
clogic-200238	180	15	advertising	advertising	NOUN
clogic-200238	180	16	or	or	CCONJ
clogic-200238	180	17	general	general	ADJ
clogic-200238	180	18	business	business	NOUN
clogic-200238	180	19	services	service	NOUN
clogic-200238	180	20	.	.	PUNCT
clogic-200238	181	1	some	some	DET
clogic-200238	181	2	marxist	marxist	ADJ
clogic-200238	181	3	and	and	CCONJ
clogic-200238	181	4	leftist	leftist	ADJ
clogic-200238	181	5	analyses	analysis	NOUN
clogic-200238	181	6	of	of	ADP
clogic-200238	181	7	modern	modern	ADJ
clogic-200238	181	8	political	political	ADJ
clogic-200238	181	9	economy	economy	NOUN
clogic-200238	181	10	have	have	AUX
clogic-200238	181	11	hypothesized	hypothesize	VERB
clogic-200238	181	12	that	that	SCONJ
clogic-200238	181	13	today	today	NOUN
clogic-200238	181	14	’s	’s	PART
clogic-200238	181	15	global	global	ADJ
clogic-200238	181	16	economy	economy	NOUN
clogic-200238	181	17	operates	operate	VERB
clogic-200238	181	18	in	in	ADP
clogic-200238	181	19	such	such	DET
clogic-200238	181	20	a	a	DET
clogic-200238	181	21	radically	radically	ADV
clogic-200238	181	22	different	different	ADJ
clogic-200238	181	23	way	way	NOUN
clogic-200238	181	24	than	than	ADP
clogic-200238	181	25	marx	marx	PROPN
clogic-200238	181	26	’s	’s	PART
clogic-200238	181	27	time	time	NOUN
clogic-200238	181	28	that	that	SCONJ
clogic-200238	181	29	his	his	PRON
clogic-200238	181	30	critique	critique	NOUN
clogic-200238	181	31	of	of	ADP
clogic-200238	181	32	production	production	NOUN
clogic-200238	181	33	and	and	CCONJ
clogic-200238	181	34	commodity	commodity	NOUN
clogic-200238	181	35	circulation	circulation	NOUN
clogic-200238	181	36	are	be	AUX
clogic-200238	181	37	outdated	outdate	VERB
clogic-200238	181	38	.	.	PUNCT
clogic-200238	182	1	maxime	maxime	PROPN
clogic-200238	182	2	ouellet	ouellet	PROPN
clogic-200238	182	3	,	,	PUNCT
clogic-200238	182	4	for	for	ADP
clogic-200238	182	5	example	example	NOUN
clogic-200238	182	6	,	,	PUNCT
clogic-200238	182	7	has	have	AUX
clogic-200238	182	8	argued	argue	VERB
clogic-200238	182	9	that	that	SCONJ
clogic-200238	182	10	“	"	PUNCT
clogic-200238	182	11	under	under	ADP
clogic-200238	182	12	cognitive	cognitive	ADJ
clogic-200238	182	13	capitalism	capitalism	NOUN
clogic-200238	182	14	,	,	PUNCT
clogic-200238	182	15	the	the	DET
clogic-200238	182	16	labor	labor	NOUN
clogic-200238	182	17	theory	theory	NOUN
clogic-200238	182	18	of	of	ADP
clogic-200238	182	19	value	value	NOUN
clogic-200238	182	20	…	…	PUNCT
clogic-200238	182	21	gives	give	VERB
clogic-200238	182	22	way	way	NOUN
clogic-200238	182	23	to	to	ADP
clogic-200238	182	24	knowledge	knowledge	NOUN
clogic-200238	182	25	or	or	CCONJ
clogic-200238	182	26	affects	affect	VERB
clogic-200238	182	27	as	as	ADP
clogic-200238	182	28	the	the	DET
clogic-200238	182	29	main	main	ADJ
clogic-200238	182	30	source	source	NOUN
clogic-200238	182	31	of	of	ADP
clogic-200238	182	32	value	value	NOUN
clogic-200238	182	33	.	.	PUNCT
clogic-200238	183	1	”33	”33	NOUN
clogic-200238	183	2	marx	marx	PROPN
clogic-200238	183	3	never	never	ADV
clogic-200238	183	4	had	have	VERB
clogic-200238	183	5	a	a	DET
clogic-200238	183	6	labor	labor	NOUN
clogic-200238	183	7	theory	theory	NOUN
clogic-200238	183	8	of	of	ADP
clogic-200238	183	9	value	value	NOUN
clogic-200238	183	10	;	;	PUNCT
clogic-200238	183	11	he	he	PRON
clogic-200238	183	12	had	have	VERB
clogic-200238	183	13	a	a	DET
clogic-200238	183	14	value	value	NOUN
clogic-200238	183	15	theory	theory	NOUN
clogic-200238	183	16	of	of	ADP
clogic-200238	183	17	labor	labor	NOUN
clogic-200238	183	18	–	–	PUNCT
clogic-200238	183	19	a	a	DET
clogic-200238	183	20	theory	theory	NOUN
clogic-200238	183	21	of	of	ADP
clogic-200238	183	22	how	how	SCONJ
clogic-200238	183	23	value	value	NOUN
clogic-200238	183	24	is	be	AUX
clogic-200238	183	25	regulated	regulate	VERB
clogic-200238	183	26	and	and	CCONJ
clogic-200238	183	27	“	"	PUNCT
clogic-200238	183	28	created	create	VERB
clogic-200238	183	29	”	"	PUNCT
clogic-200238	183	30	by	by	ADP
clogic-200238	183	31	social	social	ADJ
clogic-200238	183	32	processes	process	NOUN
clogic-200238	183	33	of	of	ADP
clogic-200238	183	34	both	both	DET
clogic-200238	183	35	production	production	NOUN
clogic-200238	183	36	32	32	NUM
clogic-200238	183	37	jathan	jathan	PROPN
clogic-200238	183	38	sadowski	sadowski	PROPN
clogic-200238	183	39	,	,	PUNCT
clogic-200238	183	40	“	"	PUNCT
clogic-200238	183	41	when	when	SCONJ
clogic-200238	183	42	data	datum	NOUN
clogic-200238	183	43	is	be	AUX
clogic-200238	183	44	capital	capital	NOUN
clogic-200238	183	45	:	:	PUNCT
clogic-200238	183	46	datafication	datafication	ADJ
clogic-200238	183	47	,	,	PUNCT
clogic-200238	183	48	accumulation	accumulation	NOUN
clogic-200238	183	49	,	,	PUNCT
clogic-200238	183	50	and	and	CCONJ
clogic-200238	183	51	extraction	extraction	NOUN
clogic-200238	183	52	,	,	PUNCT
clogic-200238	183	53	”	"	PUNCT
clogic-200238	183	54	big	big	ADJ
clogic-200238	183	55	data	datum	NOUN
clogic-200238	183	56	&	&	CCONJ
clogic-200238	183	57	society	society	PROPN
clogic-200238	183	58	januaryjune	januaryjune	NOUN
clogic-200238	183	59	(	(	PUNCT
clogic-200238	183	60	2019	2019	NUM
clogic-200238	183	61	):	):	PUNCT
clogic-200238	183	62	1	1	NUM
clogic-200238	183	63	-	-	SYM
clogic-200238	183	64	12	12	NUM
clogic-200238	183	65	.	.	PUNCT
clogic-200238	184	1	33	33	NUM
clogic-200238	184	2	maxime	maxime	NOUN
clogic-200238	184	3	ouellet	ouellet	NOUN
clogic-200238	184	4	,	,	PUNCT
clogic-200238	184	5	“	"	PUNCT
clogic-200238	184	6	revisiting	revisit	VERB
clogic-200238	184	7	marx	marx	PROPN
clogic-200238	184	8	’s	’s	PART
clogic-200238	184	9	value	value	NOUN
clogic-200238	184	10	theory	theory	NOUN
clogic-200238	184	11	:	:	PUNCT
clogic-200238	184	12	elements	element	NOUN
clogic-200238	184	13	of	of	ADP
clogic-200238	184	14	a	a	DET
clogic-200238	184	15	critical	critical	ADJ
clogic-200238	184	16	theory	theory	NOUN
clogic-200238	184	17	of	of	ADP
clogic-200238	184	18	immaterial	immaterial	ADJ
clogic-200238	184	19	labor	labor	NOUN
clogic-200238	184	20	in	in	ADP
clogic-200238	184	21	information	information	NOUN
clogic-200238	184	22	capitalism	capitalism	NOUN
clogic-200238	184	23	,	,	PUNCT
clogic-200238	184	24	”	"	PUNCT
clogic-200238	184	25	the	the	DET
clogic-200238	184	26	information	information	NOUN
clogic-200238	184	27	society	society	NOUN
clogic-200238	184	28	31	31	NUM
clogic-200238	184	29	,	,	PUNCT
clogic-200238	184	30	no	no	INTJ
clogic-200238	184	31	.	.	NOUN
clogic-200238	184	32	1	1	NUM
clogic-200238	184	33	(	(	PUNCT
clogic-200238	184	34	2015	2015	NUM
clogic-200238	184	35	):	):	PUNCT
clogic-200238	184	36	20	20	NUM
clogic-200238	184	37	-	-	SYM
clogic-200238	184	38	27	27	NUM
clogic-200238	184	39	.	.	PUNCT
clogic-200238	185	1	more	more	ADV
clogic-200238	185	2	42	42	NUM
clogic-200238	185	3	and	and	CCONJ
clogic-200238	185	4	exchange.34	exchange.34	NOUN
clogic-200238	185	5	further	far	ADV
clogic-200238	185	6	,	,	PUNCT
clogic-200238	185	7	the	the	DET
clogic-200238	185	8	idea	idea	NOUN
clogic-200238	185	9	that	that	SCONJ
clogic-200238	185	10	knowledge	knowledge	NOUN
clogic-200238	185	11	/	/	SYM
clogic-200238	185	12	cognitive	cognitive	ADJ
clogic-200238	185	13	workers	worker	NOUN
clogic-200238	185	14	do	do	AUX
clogic-200238	185	15	immaterial	immaterial	ADJ
clogic-200238	185	16	work	work	NOUN
clogic-200238	185	17	is	be	AUX
clogic-200238	185	18	nonsense	nonsense	NOUN
clogic-200238	185	19	,	,	PUNCT
clogic-200238	185	20	since	since	SCONJ
clogic-200238	185	21	they	they	PRON
clogic-200238	185	22	do	do	AUX
clogic-200238	185	23	,	,	PUNCT
clogic-200238	185	24	in	in	ADP
clogic-200238	185	25	fact	fact	NOUN
clogic-200238	185	26	,	,	PUNCT
clogic-200238	185	27	produce	produce	VERB
clogic-200238	185	28	artifacts	artifact	NOUN
clogic-200238	185	29	–	–	PUNCT
clogic-200238	185	30	spreadsheets	spreadsheet	NOUN
clogic-200238	185	31	,	,	PUNCT
clogic-200238	185	32	business	business	NOUN
clogic-200238	185	33	presentations	presentation	NOUN
clogic-200238	185	34	,	,	PUNCT
clogic-200238	185	35	perform	perform	VERB
clogic-200238	185	36	information	information	NOUN
clogic-200238	185	37	-	-	PUNCT
clogic-200238	185	38	services	service	NOUN
clogic-200238	185	39	,	,	PUNCT
clogic-200238	185	40	etc	etc	X
clogic-200238	185	41	.	.	X
clogic-200238	186	1	it	it	PRON
clogic-200238	186	2	is	be	AUX
clogic-200238	186	3	true	true	ADJ
clogic-200238	186	4	that	that	SCONJ
clogic-200238	186	5	the	the	DET
clogic-200238	186	6	nature	nature	NOUN
clogic-200238	186	7	of	of	ADP
clogic-200238	186	8	how	how	SCONJ
clogic-200238	186	9	they	they	PRON
clogic-200238	186	10	interact	interact	VERB
clogic-200238	186	11	with	with	ADP
clogic-200238	186	12	their	their	PRON
clogic-200238	186	13	work	work	NOUN
clogic-200238	186	14	is	be	AUX
clogic-200238	186	15	different	different	ADJ
clogic-200238	186	16	than	than	ADP
clogic-200238	186	17	in	in	ADP
clogic-200238	186	18	marx	marx	PROPN
clogic-200238	186	19	’s	’s	PART
clogic-200238	186	20	analysis	analysis	NOUN
clogic-200238	186	21	–	–	PUNCT
clogic-200238	186	22	their	their	PRON
clogic-200238	186	23	cognitive	cognitive	ADJ
clogic-200238	186	24	powers	power	NOUN
clogic-200238	186	25	are	be	AUX
clogic-200238	186	26	overtaken	overtake	VERB
clogic-200238	186	27	as	as	ADP
clogic-200238	186	28	a	a	DET
clogic-200238	186	29	site	site	NOUN
clogic-200238	186	30	of	of	ADP
clogic-200238	186	31	production	production	NOUN
clogic-200238	186	32	,	,	PUNCT
clogic-200238	186	33	as	as	SCONJ
clogic-200238	186	34	opposed	oppose	VERB
clogic-200238	186	35	to	to	ADP
clogic-200238	186	36	the	the	DET
clogic-200238	186	37	factory	factory	NOUN
clogic-200238	186	38	assembly	assembly	NOUN
clogic-200238	186	39	line	line	NOUN
clogic-200238	186	40	;	;	PUNCT
clogic-200238	186	41	however	however	ADV
clogic-200238	186	42	,	,	PUNCT
clogic-200238	186	43	premises	premise	NOUN
clogic-200238	186	44	of	of	ADP
clogic-200238	186	45	marx	marx	NOUN
clogic-200238	186	46	’s	’s	PART
clogic-200238	186	47	analysis	analysis	NOUN
clogic-200238	186	48	have	have	AUX
clogic-200238	186	49	not	not	PART
clogic-200238	186	50	been	be	AUX
clogic-200238	186	51	disproven.35	disproven.35	ADJ
clogic-200238	186	52	ouellet	ouellet	NOUN
clogic-200238	186	53	goes	go	VERB
clogic-200238	186	54	on	on	ADP
clogic-200238	186	55	to	to	PART
clogic-200238	186	56	say	say	VERB
clogic-200238	186	57	that	that	SCONJ
clogic-200238	186	58	“	"	PUNCT
clogic-200238	186	59	the	the	DET
clogic-200238	186	60	fact	fact	NOUN
clogic-200238	186	61	remains	remain	VERB
clogic-200238	186	62	that	that	SCONJ
clogic-200238	186	63	the	the	DET
clogic-200238	186	64	increasingly	increasingly	ADV
clogic-200238	186	65	obsolete	obsolete	ADJ
clogic-200238	186	66	nature	nature	NOUN
clogic-200238	186	67	of	of	ADP
clogic-200238	186	68	labor	labor	NOUN
clogic-200238	186	69	under	under	ADP
clogic-200238	186	70	informational	informational	ADJ
clogic-200238	186	71	capitalism	capitalism	NOUN
clogic-200238	186	72	has	have	AUX
clogic-200238	186	73	now	now	ADV
clogic-200238	186	74	made	make	VERB
clogic-200238	186	75	it	it	PRON
clogic-200238	186	76	objectively	objectively	ADV
clogic-200238	186	77	possible	possible	ADJ
clogic-200238	186	78	to	to	PART
clogic-200238	186	79	contemplate	contemplate	VERB
clogic-200238	186	80	the	the	DET
clogic-200238	186	81	bases	basis	NOUN
clogic-200238	186	82	for	for	ADP
clogic-200238	186	83	a	a	DET
clogic-200238	186	84	post	post	ADJ
clogic-200238	186	85	-	-	ADJ
clogic-200238	186	86	capitalist	capitalist	ADJ
clogic-200238	186	87	society	society	NOUN
clogic-200238	186	88	.	.	PUNCT
clogic-200238	187	1	”36	”36	NOUN
clogic-200238	187	2	this	this	PRON
clogic-200238	187	3	is	be	AUX
clogic-200238	187	4	a	a	DET
clogic-200238	187	5	drastically	drastically	ADV
clogic-200238	187	6	misinformed	misinformed	ADJ
clogic-200238	187	7	view	view	NOUN
clogic-200238	187	8	because	because	SCONJ
clogic-200238	187	9	it	it	PRON
clogic-200238	187	10	forgets	forget	VERB
clogic-200238	187	11	the	the	DET
clogic-200238	187	12	material	material	NOUN
clogic-200238	187	13	reality	reality	NOUN
clogic-200238	187	14	of	of	ADP
clogic-200238	187	15	information	information	NOUN
clogic-200238	187	16	.	.	PUNCT
clogic-200238	188	1	knowledge	knowledge	NOUN
clogic-200238	188	2	(	(	PUNCT
clogic-200238	188	3	or	or	CCONJ
clogic-200238	188	4	cognitive	cognitive	ADJ
clogic-200238	188	5	)	)	PUNCT
clogic-200238	188	6	workers	worker	NOUN
clogic-200238	188	7	are	be	AUX
clogic-200238	188	8	paid	pay	VERB
clogic-200238	188	9	to	to	PART
clogic-200238	188	10	perform	perform	VERB
clogic-200238	188	11	services	service	NOUN
clogic-200238	188	12	and	and	CCONJ
clogic-200238	188	13	produce	produce	VERB
clogic-200238	188	14	artifacts	artifact	NOUN
clogic-200238	188	15	,	,	PUNCT
clogic-200238	188	16	and	and	CCONJ
clogic-200238	188	17	anyone	anyone	PRON
clogic-200238	188	18	who	who	PRON
clogic-200238	188	19	has	have	AUX
clogic-200238	188	20	worked	work	VERB
clogic-200238	188	21	in	in	ADP
clogic-200238	188	22	one	one	NUM
clogic-200238	188	23	of	of	ADP
clogic-200238	188	24	these	these	DET
clogic-200238	188	25	jobs	job	NOUN
clogic-200238	188	26	knows	know	VERB
clogic-200238	188	27	that	that	PRON
clogic-200238	188	28	.	.	PUNCT
clogic-200238	189	1	iv	iv	VERB
clogic-200238	189	2	a	a	DET
clogic-200238	189	3	critique	critique	NOUN
clogic-200238	189	4	of	of	ADP
clogic-200238	189	5	accelerationism	accelerationism	NOUN
clogic-200238	189	6	a	a	DET
clogic-200238	189	7	more	more	ADV
clogic-200238	189	8	concerning	concern	VERB
clogic-200238	189	9	trend	trend	NOUN
clogic-200238	189	10	in	in	ADP
clogic-200238	189	11	leftist	leftist	ADJ
clogic-200238	189	12	political	political	ADJ
clogic-200238	189	13	thought	thought	NOUN
clogic-200238	189	14	has	have	AUX
clogic-200238	189	15	been	be	AUX
clogic-200238	189	16	the	the	DET
clogic-200238	189	17	theory	theory	NOUN
clogic-200238	189	18	of	of	ADP
clogic-200238	189	19	accelerationism	accelerationism	NOUN
clogic-200238	189	20	.	.	PUNCT
clogic-200238	190	1	revolutions	revolution	NOUN
clogic-200238	190	2	happen	happen	VERB
clogic-200238	190	3	when	when	SCONJ
clogic-200238	190	4	contradictions	contradiction	NOUN
clogic-200238	190	5	sharpen	sharpen	VERB
clogic-200238	190	6	,	,	PUNCT
clogic-200238	190	7	accelerationists	accelerationist	NOUN
clogic-200238	190	8	argue	argue	VERB
clogic-200238	190	9	,	,	PUNCT
clogic-200238	190	10	namely	namely	ADV
clogic-200238	190	11	the	the	DET
clogic-200238	190	12	contradiction	contradiction	NOUN
clogic-200238	190	13	between	between	ADP
clogic-200238	190	14	the	the	DET
clogic-200238	190	15	forces	force	NOUN
clogic-200238	190	16	of	of	ADP
clogic-200238	190	17	production	production	NOUN
clogic-200238	190	18	and	and	CCONJ
clogic-200238	190	19	the	the	DET
clogic-200238	190	20	mode	mode	NOUN
clogic-200238	190	21	of	of	ADP
clogic-200238	190	22	production	production	NOUN
clogic-200238	190	23	.	.	PUNCT
clogic-200238	191	1	marx	marx	PROPN
clogic-200238	191	2	writes	write	VERB
clogic-200238	191	3	in	in	ADP
clogic-200238	191	4	the	the	DET
clogic-200238	191	5	1859	1859	NUM
clogic-200238	191	6	contribution	contribution	NOUN
clogic-200238	191	7	to	to	ADP
clogic-200238	191	8	the	the	DET
clogic-200238	191	9	critique	critique	NOUN
clogic-200238	191	10	of	of	ADP
clogic-200238	191	11	the	the	DET
clogic-200238	191	12	political	political	ADJ
clogic-200238	191	13	economy	economy	NOUN
clogic-200238	191	14	,	,	PUNCT
clogic-200238	191	15	in	in	ADP
clogic-200238	191	16	the	the	DET
clogic-200238	191	17	social	social	ADJ
clogic-200238	191	18	production	production	NOUN
clogic-200238	191	19	which	which	PRON
clogic-200238	191	20	men	man	NOUN
clogic-200238	191	21	carry	carry	VERB
clogic-200238	191	22	on	on	ADP
clogic-200238	191	23	they	they	PRON
clogic-200238	191	24	enter	enter	VERB
clogic-200238	191	25	into	into	ADP
clogic-200238	191	26	definite	definite	ADJ
clogic-200238	191	27	relations	relation	NOUN
clogic-200238	191	28	that	that	PRON
clogic-200238	191	29	are	be	AUX
clogic-200238	191	30	indispensable	indispensable	ADJ
clogic-200238	191	31	and	and	CCONJ
clogic-200238	191	32	independent	independent	ADJ
clogic-200238	191	33	of	of	ADP
clogic-200238	191	34	their	their	PRON
clogic-200238	191	35	will	will	NOUN
clogic-200238	191	36	;	;	PUNCT
clogic-200238	191	37	these	these	DET
clogic-200238	191	38	relations	relation	NOUN
clogic-200238	191	39	of	of	ADP
clogic-200238	191	40	production	production	NOUN
clogic-200238	191	41	correspond	correspond	VERB
clogic-200238	191	42	to	to	ADP
clogic-200238	191	43	a	a	DET
clogic-200238	191	44	definite	definite	ADJ
clogic-200238	191	45	stage	stage	NOUN
clogic-200238	191	46	of	of	ADP
clogic-200238	191	47	development	development	NOUN
clogic-200238	191	48	of	of	ADP
clogic-200238	191	49	their	their	PRON
clogic-200238	191	50	material	material	ADJ
clogic-200238	191	51	powers	power	NOUN
clogic-200238	191	52	of	of	ADP
clogic-200238	191	53	production	production	NOUN
clogic-200238	191	54	.	.	PUNCT
clogic-200238	192	1	the	the	DET
clogic-200238	192	2	sum	sum	NOUN
clogic-200238	192	3	total	total	NOUN
clogic-200238	192	4	of	of	ADP
clogic-200238	192	5	these	these	DET
clogic-200238	192	6	relations	relation	NOUN
clogic-200238	192	7	of	of	ADP
clogic-200238	192	8	production	production	NOUN
clogic-200238	192	9	constitutes	constitute	VERB
clogic-200238	192	10	the	the	DET
clogic-200238	192	11	economic	economic	ADJ
clogic-200238	192	12	structure	structure	NOUN
clogic-200238	192	13	of	of	ADP
clogic-200238	192	14	society	society	NOUN
clogic-200238	192	15	–	–	PUNCT
clogic-200238	192	16	the	the	DET
clogic-200238	192	17	real	real	ADJ
clogic-200238	192	18	foundation	foundation	NOUN
clogic-200238	192	19	,	,	PUNCT
clogic-200238	192	20	on	on	ADP
clogic-200238	192	21	which	which	PRON
clogic-200238	192	22	rise	rise	VERB
clogic-200238	192	23	legal	legal	ADJ
clogic-200238	192	24	and	and	CCONJ
clogic-200238	192	25	political	political	ADJ
clogic-200238	192	26	superstructures	superstructure	NOUN
clogic-200238	192	27	and	and	CCONJ
clogic-200238	192	28	to	to	PART
clogic-200238	192	29	which	which	PRON
clogic-200238	192	30	correspond	correspond	VERB
clogic-200238	192	31	definite	definite	ADJ
clogic-200238	192	32	forms	form	NOUN
clogic-200238	192	33	of	of	ADP
clogic-200238	192	34	social	social	ADJ
clogic-200238	192	35	consciousness	consciousness	NOUN
clogic-200238	192	36	.	.	PUNCT
clogic-200238	193	1	this	this	PRON
clogic-200238	193	2	is	be	AUX
clogic-200238	193	3	a	a	DET
clogic-200238	193	4	classic	classic	ADJ
clogic-200238	193	5	distinction	distinction	NOUN
clogic-200238	193	6	of	of	ADP
clogic-200238	193	7	the	the	DET
clogic-200238	193	8	middle	middle	ADJ
clogic-200238	193	9	-	-	PUNCT
clogic-200238	193	10	marx	marx	NOUN
clogic-200238	193	11	–	–	PUNCT
clogic-200238	193	12	dividing	divide	VERB
clogic-200238	193	13	society	society	NOUN
clogic-200238	193	14	into	into	ADP
clogic-200238	193	15	an	an	DET
clogic-200238	193	16	economic	economic	ADJ
clogic-200238	193	17	and	and	CCONJ
clogic-200238	193	18	political	political	ADJ
clogic-200238	193	19	sphere	sphere	NOUN
clogic-200238	193	20	,	,	PUNCT
clogic-200238	193	21	where	where	SCONJ
clogic-200238	193	22	the	the	DET
clogic-200238	193	23	economic	economic	ADJ
clogic-200238	193	24	determines	determine	VERB
clogic-200238	193	25	the	the	DET
clogic-200238	193	26	political	political	ADJ
clogic-200238	193	27	.	.	PUNCT
clogic-200238	194	1	by	by	ADP
clogic-200238	194	2	“	"	PUNCT
clogic-200238	194	3	relations	relation	NOUN
clogic-200238	194	4	of	of	ADP
clogic-200238	194	5	production	production	NOUN
clogic-200238	194	6	,	,	PUNCT
clogic-200238	194	7	”	"	PUNCT
clogic-200238	194	8	marx	marx	PROPN
clogic-200238	194	9	means	mean	VERB
clogic-200238	194	10	the	the	DET
clogic-200238	194	11	actual	actual	ADJ
clogic-200238	194	12	conditions	condition	NOUN
clogic-200238	194	13	for	for	ADP
clogic-200238	194	14	the	the	DET
clogic-200238	194	15	relationships	relationship	NOUN
clogic-200238	194	16	people	people	NOUN
clogic-200238	194	17	have	have	VERB
clogic-200238	194	18	with	with	ADP
clogic-200238	194	19	each	each	DET
clogic-200238	194	20	other	other	ADJ
clogic-200238	194	21	.	.	PUNCT
clogic-200238	195	1	i	i	PRON
clogic-200238	195	2	have	have	VERB
clogic-200238	195	3	a	a	DET
clogic-200238	195	4	relationship	relationship	NOUN
clogic-200238	195	5	to	to	ADP
clogic-200238	195	6	my	my	PRON
clogic-200238	195	7	coworkers	coworker	NOUN
clogic-200238	195	8	because	because	SCONJ
clogic-200238	195	9	we	we	PRON
clogic-200238	195	10	sell	sell	VERB
clogic-200238	195	11	our	our	PRON
clogic-200238	195	12	labor	labor	NOUN
clogic-200238	195	13	to	to	ADP
clogic-200238	195	14	the	the	DET
clogic-200238	195	15	same	same	ADJ
clogic-200238	195	16	person	person	NOUN
clogic-200238	195	17	and	and	CCONJ
clogic-200238	195	18	perform	perform	VERB
clogic-200238	195	19	labor	labor	NOUN
clogic-200238	195	20	at	at	ADP
clogic-200238	195	21	the	the	DET
clogic-200238	195	22	same	same	ADJ
clogic-200238	195	23	time	time	NOUN
clogic-200238	195	24	.	.	PUNCT
clogic-200238	196	1	i	i	PRON
clogic-200238	196	2	have	have	VERB
clogic-200238	196	3	a	a	DET
clogic-200238	196	4	relation	relation	NOUN
clogic-200238	196	5	to	to	ADP
clogic-200238	196	6	the	the	DET
clogic-200238	196	7	barista	barista	NOUN
clogic-200238	196	8	only	only	ADV
clogic-200238	196	9	because	because	SCONJ
clogic-200238	196	10	i	i	PRON
clogic-200238	196	11	am	be	AUX
clogic-200238	196	12	purchasing	purchase	VERB
clogic-200238	196	13	a	a	DET
clogic-200238	196	14	commodity	commodity	NOUN
clogic-200238	196	15	,	,	PUNCT
clogic-200238	196	16	coffee	coffee	NOUN
clogic-200238	196	17	.	.	PUNCT
clogic-200238	197	1	this	this	PRON
clogic-200238	197	2	is	be	AUX
clogic-200238	197	3	what	what	PRON
clogic-200238	197	4	marx	marx	PROPN
clogic-200238	197	5	means	mean	VERB
clogic-200238	197	6	when	when	SCONJ
clogic-200238	197	7	he	he	PRON
clogic-200238	197	8	says	say	VERB
clogic-200238	197	9	that	that	SCONJ
clogic-200238	197	10	economic	economic	ADJ
clogic-200238	197	11	relations	relation	NOUN
clogic-200238	197	12	of	of	ADP
clogic-200238	197	13	production	production	NOUN
clogic-200238	197	14	(	(	PUNCT
clogic-200238	197	15	and	and	CCONJ
clogic-200238	197	16	consumption	consumption	NOUN
clogic-200238	197	17	)	)	PUNCT
clogic-200238	197	18	determine	determine	VERB
clogic-200238	197	19	other	other	ADJ
clogic-200238	197	20	spheres	sphere	NOUN
clogic-200238	197	21	of	of	ADP
clogic-200238	197	22	social	social	ADJ
clogic-200238	197	23	and	and	CCONJ
clogic-200238	197	24	political	political	ADJ
clogic-200238	197	25	consciousness	consciousness	NOUN
clogic-200238	197	26	.	.	PUNCT
clogic-200238	198	1	he	he	PRON
clogic-200238	198	2	goes	go	VERB
clogic-200238	198	3	on	on	ADP
clogic-200238	198	4	:	:	PUNCT
clogic-200238	198	5	the	the	DET
clogic-200238	198	6	mode	mode	NOUN
clogic-200238	198	7	of	of	ADP
clogic-200238	198	8	production	production	NOUN
clogic-200238	198	9	in	in	ADP
clogic-200238	198	10	material	material	NOUN
clogic-200238	198	11	life	life	NOUN
clogic-200238	198	12	determines	determine	VERB
clogic-200238	198	13	the	the	DET
clogic-200238	198	14	general	general	ADJ
clogic-200238	198	15	character	character	NOUN
clogic-200238	198	16	of	of	ADP
clogic-200238	198	17	the	the	DET
clogic-200238	198	18	social	social	ADJ
clogic-200238	198	19	,	,	PUNCT
clogic-200238	198	20	political	political	ADJ
clogic-200238	198	21	and	and	CCONJ
clogic-200238	198	22	spiritual	spiritual	ADJ
clogic-200238	198	23	processes	process	NOUN
clogic-200238	198	24	of	of	ADP
clogic-200238	198	25	life	life	NOUN
clogic-200238	198	26	.	.	PUNCT
clogic-200238	199	1	it	it	PRON
clogic-200238	199	2	is	be	AUX
clogic-200238	199	3	not	not	PART
clogic-200238	199	4	the	the	DET
clogic-200238	199	5	consciousness	consciousness	NOUN
clogic-200238	199	6	of	of	ADP
clogic-200238	199	7	men	man	NOUN
clogic-200238	199	8	that	that	PRON
clogic-200238	199	9	determines	determine	VERB
clogic-200238	199	10	their	their	PRON
clogic-200238	199	11	existence	existence	NOUN
clogic-200238	199	12	,	,	PUNCT
clogic-200238	199	13	but	but	CCONJ
clogic-200238	199	14	,	,	PUNCT
clogic-200238	199	15	on	on	ADP
clogic-200238	199	16	the	the	DET
clogic-200238	199	17	contrary	contrary	NOUN
clogic-200238	199	18	,	,	PUNCT
clogic-200238	199	19	their	their	PRON
clogic-200238	199	20	social	social	ADJ
clogic-200238	199	21	existence	existence	NOUN
clogic-200238	199	22	determines	determine	VERB
clogic-200238	199	23	their	their	PRON
clogic-200238	199	24	consciousness	consciousness	NOUN
clogic-200238	199	25	.	.	PUNCT
clogic-200238	200	1	at	at	ADP
clogic-200238	200	2	a	a	DET
clogic-200238	200	3	certain	certain	ADJ
clogic-200238	200	4	stage	stage	NOUN
clogic-200238	200	5	of	of	ADP
clogic-200238	200	6	their	their	PRON
clogic-200238	200	7	development	development	NOUN
clogic-200238	200	8	,	,	PUNCT
clogic-200238	200	9	the	the	DET
clogic-200238	200	10	material	material	NOUN
clogic-200238	200	11	forces	force	NOUN
clogic-200238	200	12	of	of	ADP
clogic-200238	200	13	production	production	NOUN
clogic-200238	200	14	in	in	ADP
clogic-200238	200	15	society	society	NOUN
clogic-200238	200	16	come	come	VERB
clogic-200238	200	17	in	in	ADP
clogic-200238	200	18	conflict	conflict	NOUN
clogic-200238	200	19	with	with	ADP
clogic-200238	200	20	the	the	DET
clogic-200238	200	21	existing	exist	VERB
clogic-200238	200	22	relations	relation	NOUN
clogic-200238	200	23	of	of	ADP
clogic-200238	200	24	production	production	NOUN
clogic-200238	200	25	,	,	PUNCT
clogic-200238	200	26	or	or	CCONJ
clogic-200238	200	27	–	–	PUNCT
clogic-200238	200	28	what	what	PRON
clogic-200238	200	29	is	be	AUX
clogic-200238	200	30	but	but	CCONJ
clogic-200238	200	31	a	a	DET
clogic-200238	200	32	legal	legal	ADJ
clogic-200238	200	33	expression	expression	NOUN
clogic-200238	200	34	for	for	ADP
clogic-200238	200	35	the	the	DET
clogic-200238	200	36	same	same	ADJ
clogic-200238	200	37	thing	thing	NOUN
clogic-200238	200	38	–	–	PUNCT
clogic-200238	200	39	with	with	ADP
clogic-200238	200	40	the	the	DET
clogic-200238	200	41	property	property	NOUN
clogic-200238	200	42	34	34	NUM
clogic-200238	200	43	for	for	ADP
clogic-200238	200	44	a	a	DET
clogic-200238	200	45	classic	classic	ADJ
clogic-200238	200	46	investigation	investigation	NOUN
clogic-200238	200	47	of	of	ADP
clogic-200238	200	48	the	the	DET
clogic-200238	200	49	value	value	NOUN
clogic-200238	200	50	form	form	NOUN
clogic-200238	200	51	,	,	PUNCT
clogic-200238	200	52	see	see	VERB
clogic-200238	200	53	samezo	samezo	PROPN
clogic-200238	200	54	kuruma	kuruma	PROPN
clogic-200238	200	55	,	,	PUNCT
clogic-200238	200	56	marx	marx	PROPN
clogic-200238	200	57	’s	’s	PART
clogic-200238	200	58	theory	theory	NOUN
clogic-200238	200	59	of	of	ADP
clogic-200238	200	60	the	the	DET
clogic-200238	200	61	genesis	genesis	NOUN
clogic-200238	200	62	of	of	ADP
clogic-200238	200	63	money	money	NOUN
clogic-200238	200	64	:	:	PUNCT
clogic-200238	200	65	how	how	SCONJ
clogic-200238	200	66	,	,	PUNCT
clogic-200238	200	67	why	why	SCONJ
clogic-200238	200	68	,	,	PUNCT
clogic-200238	200	69	and	and	CCONJ
clogic-200238	200	70	through	through	ADP
clogic-200238	200	71	what	what	PRON
clogic-200238	200	72	is	be	AUX
clogic-200238	200	73	a	a	DET
clogic-200238	200	74	commodity	commodity	NOUN
clogic-200238	200	75	money	money	NOUN
clogic-200238	200	76	?	?	PUNCT
clogic-200238	201	1	tr	tr	VERB
clogic-200238	201	2	.	.	PUNCT
clogic-200238	202	1	michael	michael	PROPN
clogic-200238	202	2	schauerte	schauerte	PROPN
clogic-200238	202	3	(	(	PUNCT
clogic-200238	202	4	leiden	leiden	PROPN
clogic-200238	202	5	:	:	PUNCT
clogic-200238	202	6	brill	brill	PROPN
clogic-200238	202	7	,	,	PUNCT
clogic-200238	202	8	2017	2017	NUM
clogic-200238	203	1	[	[	SYM
clogic-200238	203	2	1957	1957	NUM
clogic-200238	203	3	and	and	CCONJ
clogic-200238	203	4	1979	1979	NUM
clogic-200238	203	5	]	]	PUNCT
clogic-200238	203	6	)	)	PUNCT
clogic-200238	203	7	,	,	PUNCT
clogic-200238	203	8	and	and	CCONJ
clogic-200238	203	9	for	for	ADP
clogic-200238	203	10	a	a	DET
clogic-200238	203	11	recent	recent	ADJ
clogic-200238	203	12	discussion	discussion	NOUN
clogic-200238	203	13	see	see	VERB
clogic-200238	203	14	kiyoshi	kiyoshi	PROPN
clogic-200238	203	15	nagatani	nagatani	PROPN
clogic-200238	203	16	,	,	PUNCT
clogic-200238	203	17	“	"	PUNCT
clogic-200238	203	18	the	the	DET
clogic-200238	203	19	value	value	NOUN
clogic-200238	203	20	form	form	NOUN
clogic-200238	203	21	and	and	CCONJ
clogic-200238	203	22	the	the	DET
clogic-200238	203	23	fetishism	fetishism	NOUN
clogic-200238	203	24	of	of	ADP
clogic-200238	203	25	the	the	DET
clogic-200238	203	26	commodity	commodity	NOUN
clogic-200238	203	27	,	,	PUNCT
clogic-200238	203	28	”	"	PUNCT
clogic-200238	203	29	review	review	NOUN
clogic-200238	203	30	of	of	ADP
clogic-200238	203	31	radical	radical	ADJ
clogic-200238	203	32	economics	economic	NOUN
clogic-200238	203	33	0	0	NUM
clogic-200238	203	34	,	,	PUNCT
clogic-200238	203	35	no	no	INTJ
clogic-200238	203	36	.	.	NOUN
clogic-200238	203	37	0	0	NUM
clogic-200238	203	38	,	,	PUNCT
clogic-200238	203	39	available	available	ADJ
clogic-200238	203	40	at	at	ADP
clogic-200238	203	41	https://doi.org/10.1177/04866134231197451	https://doi.org/10.1177/04866134231197451	NUM
clogic-200238	203	42	.	.	PUNCT
clogic-200238	204	1	35	35	NUM
clogic-200238	204	2	franco	franco	PROPN
clogic-200238	204	3	berardi	berardi	PROPN
clogic-200238	204	4	calls	call	VERB
clogic-200238	204	5	this	this	DET
clogic-200238	204	6	semio	semio	ADJ
clogic-200238	204	7	-	-	PUNCT
clogic-200238	204	8	capitalism	capitalism	NOUN
clogic-200238	204	9	.	.	PUNCT
clogic-200238	205	1	for	for	ADP
clogic-200238	205	2	an	an	DET
clogic-200238	205	3	excellent	excellent	ADJ
clogic-200238	205	4	discussion	discussion	NOUN
clogic-200238	205	5	of	of	ADP
clogic-200238	205	6	the	the	DET
clogic-200238	205	7	cognitive	cognitive	ADJ
clogic-200238	205	8	shift	shift	NOUN
clogic-200238	205	9	of	of	ADP
clogic-200238	205	10	capital	capital	NOUN
clogic-200238	205	11	,	,	PUNCT
clogic-200238	205	12	see	see	VERB
clogic-200238	205	13	futurability	futurability	NOUN
clogic-200238	205	14	:	:	PUNCT
clogic-200238	205	15	the	the	DET
clogic-200238	205	16	age	age	NOUN
clogic-200238	205	17	of	of	ADP
clogic-200238	205	18	impotence	impotence	NOUN
clogic-200238	205	19	and	and	CCONJ
clogic-200238	205	20	the	the	DET
clogic-200238	205	21	horizon	horizon	NOUN
clogic-200238	205	22	of	of	ADP
clogic-200238	205	23	possibility	possibility	NOUN
clogic-200238	205	24	(	(	PUNCT
clogic-200238	205	25	london	london	PROPN
clogic-200238	205	26	:	:	PUNCT
clogic-200238	205	27	verso	verso	ADJ
clogic-200238	205	28	,	,	PUNCT
clogic-200238	205	29	2019	2019	NUM
clogic-200238	205	30	)	)	PUNCT
clogic-200238	205	31	and	and	CCONJ
clogic-200238	205	32	after	after	ADP
clogic-200238	205	33	the	the	DET
clogic-200238	205	34	future	future	NOUN
clogic-200238	205	35	(	(	PUNCT
clogic-200238	205	36	edinburgh	edinburgh	PROPN
clogic-200238	205	37	:	:	PUNCT
clogic-200238	205	38	ak	ak	PROPN
clogic-200238	205	39	press	press	PROPN
clogic-200238	205	40	,	,	PUNCT
clogic-200238	205	41	2011	2011	NUM
clogic-200238	205	42	)	)	PUNCT
clogic-200238	205	43	.	.	PUNCT
clogic-200238	206	1	36	36	NUM
clogic-200238	206	2	ouellet	ouellet	NOUN
clogic-200238	206	3	,	,	PUNCT
clogic-200238	206	4	26	26	NUM
clogic-200238	206	5	.	.	PUNCT
clogic-200238	207	1	cultural	cultural	ADJ
clogic-200238	207	2	logic	logic	NOUN
clogic-200238	207	3	43	43	NUM
clogic-200238	207	4	relations	relation	NOUN
clogic-200238	207	5	within	within	ADP
clogic-200238	207	6	which	which	PRON
clogic-200238	207	7	they	they	PRON
clogic-200238	207	8	had	have	AUX
clogic-200238	207	9	been	be	AUX
clogic-200238	207	10	at	at	ADP
clogic-200238	207	11	work	work	NOUN
clogic-200238	207	12	before	before	ADV
clogic-200238	207	13	.	.	PUNCT
clogic-200238	208	1	from	from	ADP
clogic-200238	208	2	forms	form	NOUN
clogic-200238	208	3	of	of	ADP
clogic-200238	208	4	development	development	NOUN
clogic-200238	208	5	of	of	ADP
clogic-200238	208	6	the	the	DET
clogic-200238	208	7	forces	force	NOUN
clogic-200238	208	8	of	of	ADP
clogic-200238	208	9	production	production	NOUN
clogic-200238	208	10	these	these	DET
clogic-200238	208	11	relations	relation	NOUN
clogic-200238	208	12	turn	turn	VERB
clogic-200238	208	13	into	into	ADP
clogic-200238	208	14	fetters	fetter	NOUN
clogic-200238	208	15	.	.	PUNCT
clogic-200238	209	1	then	then	ADV
clogic-200238	209	2	comes	come	VERB
clogic-200238	209	3	the	the	DET
clogic-200238	209	4	period	period	NOUN
clogic-200238	209	5	of	of	ADP
clogic-200238	209	6	social	social	ADJ
clogic-200238	209	7	revolution	revolution	NOUN
clogic-200238	209	8	.	.	PUNCT
clogic-200238	210	1	with	with	ADP
clogic-200238	210	2	the	the	DET
clogic-200238	210	3	change	change	NOUN
clogic-200238	210	4	of	of	ADP
clogic-200238	210	5	the	the	DET
clogic-200238	210	6	economic	economic	ADJ
clogic-200238	210	7	foundation	foundation	NOUN
clogic-200238	210	8	the	the	DET
clogic-200238	210	9	entire	entire	ADJ
clogic-200238	210	10	immense	immense	ADJ
clogic-200238	210	11	superstructure	superstructure	NOUN
clogic-200238	210	12	is	be	AUX
clogic-200238	210	13	more	more	ADV
clogic-200238	210	14	or	or	CCONJ
clogic-200238	210	15	less	less	ADV
clogic-200238	210	16	rapidly	rapidly	ADV
clogic-200238	210	17	transformed	transform	VERB
clogic-200238	210	18	.	.	PUNCT
clogic-200238	211	1	the	the	DET
clogic-200238	211	2	core	core	NOUN
clogic-200238	211	3	motor	motor	NOUN
clogic-200238	211	4	of	of	ADP
clogic-200238	211	5	change	change	NOUN
clogic-200238	211	6	for	for	ADP
clogic-200238	211	7	marx	marx	NOUN
clogic-200238	211	8	in	in	ADP
clogic-200238	211	9	this	this	DET
clogic-200238	211	10	passage	passage	NOUN
clogic-200238	211	11	is	be	AUX
clogic-200238	211	12	the	the	DET
clogic-200238	211	13	development	development	NOUN
clogic-200238	211	14	of	of	ADP
clogic-200238	211	15	economic	economic	ADJ
clogic-200238	211	16	relations	relation	NOUN
clogic-200238	211	17	,	,	PUNCT
clogic-200238	211	18	which	which	PRON
clogic-200238	211	19	inevitably	inevitably	ADV
clogic-200238	211	20	change	change	VERB
clogic-200238	211	21	social	social	ADJ
clogic-200238	211	22	ones	one	NOUN
clogic-200238	211	23	.	.	PUNCT
clogic-200238	212	1	for	for	ADP
clogic-200238	212	2	an	an	DET
clogic-200238	212	3	example	example	NOUN
clogic-200238	212	4	,	,	PUNCT
clogic-200238	212	5	we	we	PRON
clogic-200238	212	6	can	can	AUX
clogic-200238	212	7	turn	turn	VERB
clogic-200238	212	8	to	to	ADP
clogic-200238	212	9	the	the	DET
clogic-200238	212	10	introduction	introduction	NOUN
clogic-200238	212	11	of	of	ADP
clogic-200238	212	12	metal	metal	NOUN
clogic-200238	212	13	tools	tool	NOUN
clogic-200238	212	14	,	,	PUNCT
clogic-200238	212	15	particularly	particularly	ADV
clogic-200238	212	16	axes	axis	NOUN
clogic-200238	212	17	,	,	PUNCT
clogic-200238	212	18	to	to	ADP
clogic-200238	212	19	a	a	DET
clogic-200238	212	20	tribe	tribe	NOUN
clogic-200238	212	21	of	of	ADP
clogic-200238	212	22	australian	australian	ADJ
clogic-200238	212	23	aboriginals	aboriginal	NOUN
clogic-200238	212	24	,	,	PUNCT
clogic-200238	212	25	the	the	DET
clogic-200238	212	26	yir	yir	PROPN
clogic-200238	212	27	yoront	yoront	NOUN
clogic-200238	212	28	.	.	PUNCT
clogic-200238	213	1	stone	stone	NOUN
clogic-200238	213	2	axes	axis	NOUN
clogic-200238	213	3	were	be	AUX
clogic-200238	213	4	crucial	crucial	ADJ
clogic-200238	213	5	for	for	ADP
clogic-200238	213	6	the	the	DET
clogic-200238	213	7	material	material	NOUN
clogic-200238	213	8	production	production	NOUN
clogic-200238	213	9	of	of	ADP
clogic-200238	213	10	the	the	DET
clogic-200238	213	11	yir	yir	PROPN
clogic-200238	213	12	yoront	yoront	NOUN
clogic-200238	213	13	,	,	PUNCT
clogic-200238	213	14	a	a	DET
clogic-200238	213	15	paleolithic	paleolithic	ADJ
clogic-200238	213	16	culture	culture	NOUN
clogic-200238	213	17	,	,	PUNCT
clogic-200238	213	18	most	most	ADV
clogic-200238	213	19	importantly	importantly	ADV
clogic-200238	213	20	to	to	PART
clogic-200238	213	21	cut	cut	VERB
clogic-200238	213	22	firewood	firewood	NOUN
clogic-200238	213	23	.	.	PUNCT
clogic-200238	214	1	although	although	SCONJ
clogic-200238	214	2	women	woman	NOUN
clogic-200238	214	3	and	and	CCONJ
clogic-200238	214	4	children	child	NOUN
clogic-200238	214	5	could	could	AUX
clogic-200238	214	6	use	use	VERB
clogic-200238	214	7	axes	axis	NOUN
clogic-200238	214	8	,	,	PUNCT
clogic-200238	214	9	two	two	NUM
clogic-200238	214	10	activities	activity	NOUN
clogic-200238	214	11	with	with	ADP
clogic-200238	214	12	them	they	PRON
clogic-200238	214	13	were	be	AUX
clogic-200238	214	14	restricted	restrict	VERB
clogic-200238	214	15	to	to	ADP
clogic-200238	214	16	men	man	NOUN
clogic-200238	214	17	:	:	PUNCT
clogic-200238	214	18	gathering	gather	VERB
clogic-200238	214	19	wild	wild	ADJ
clogic-200238	214	20	honey	honey	NOUN
clogic-200238	214	21	(	(	PUNCT
clogic-200238	214	22	an	an	DET
clogic-200238	214	23	important	important	ADJ
clogic-200238	214	24	“	"	PUNCT
clogic-200238	214	25	prized	prized	ADJ
clogic-200238	214	26	”	"	PUNCT
clogic-200238	214	27	food	food	NOUN
clogic-200238	214	28	for	for	ADP
clogic-200238	214	29	the	the	DET
clogic-200238	214	30	tribe	tribe	NOUN
clogic-200238	214	31	)	)	PUNCT
clogic-200238	214	32	,	,	PUNCT
clogic-200238	214	33	and	and	CCONJ
clogic-200238	214	34	crafting	craft	VERB
clogic-200238	214	35	“	"	PUNCT
clogic-200238	214	36	secret	secret	ADJ
clogic-200238	214	37	paraphernalia	paraphernalia	NOUN
clogic-200238	214	38	.	.	PUNCT
clogic-200238	215	1	”37	”37	PUNCT
clogic-200238	215	2	playing	play	VERB
clogic-200238	215	3	an	an	DET
clogic-200238	215	4	important	important	ADJ
clogic-200238	215	5	material	material	ADJ
clogic-200238	215	6	role	role	NOUN
clogic-200238	215	7	,	,	PUNCT
clogic-200238	215	8	axes	axis	NOUN
clogic-200238	215	9	also	also	ADV
clogic-200238	215	10	generally	generally	ADV
clogic-200238	215	11	played	play	VERB
clogic-200238	215	12	an	an	DET
clogic-200238	215	13	important	important	ADJ
clogic-200238	215	14	cultural	cultural	ADJ
clogic-200238	215	15	role	role	NOUN
clogic-200238	215	16	:	:	PUNCT
clogic-200238	215	17	symbolizing	symbolize	VERB
clogic-200238	215	18	masculinity	masculinity	NOUN
clogic-200238	215	19	,	,	PUNCT
clogic-200238	215	20	serving	serve	VERB
clogic-200238	215	21	as	as	ADP
clogic-200238	215	22	a	a	DET
clogic-200238	215	23	totem	totem	NOUN
clogic-200238	215	24	for	for	ADP
clogic-200238	215	25	a	a	DET
clogic-200238	215	26	clan	clan	NOUN
clogic-200238	215	27	,	,	PUNCT
clogic-200238	215	28	and	and	CCONJ
clogic-200238	215	29	being	be	AUX
clogic-200238	215	30	an	an	DET
clogic-200238	215	31	item	item	NOUN
clogic-200238	215	32	around	around	ADP
clogic-200238	215	33	which	which	PRON
clogic-200238	215	34	particular	particular	ADJ
clogic-200238	215	35	families	family	NOUN
clogic-200238	215	36	identified	identify	VERB
clogic-200238	215	37	themselves	themselves	PRON
clogic-200238	215	38	.	.	PUNCT
clogic-200238	216	1	in	in	ADP
clogic-200238	216	2	the	the	DET
clogic-200238	216	3	1930s	1930	NOUN
clogic-200238	216	4	,	,	PUNCT
clogic-200238	216	5	many	many	ADJ
clogic-200238	216	6	changes	change	NOUN
clogic-200238	216	7	were	be	AUX
clogic-200238	216	8	introduced	introduce	VERB
clogic-200238	216	9	to	to	ADP
clogic-200238	216	10	the	the	DET
clogic-200238	216	11	yir	yir	PROPN
clogic-200238	216	12	yoront	yoront	NOUN
clogic-200238	216	13	people	people	NOUN
clogic-200238	216	14	as	as	SCONJ
clogic-200238	216	15	they	they	PRON
clogic-200238	216	16	made	make	VERB
clogic-200238	216	17	more	more	ADJ
clogic-200238	216	18	and	and	CCONJ
clogic-200238	216	19	more	more	ADJ
clogic-200238	216	20	contact	contact	NOUN
clogic-200238	216	21	with	with	ADP
clogic-200238	216	22	white	white	ADJ
clogic-200238	216	23	westerners	westerners	PROPN
clogic-200238	216	24	,	,	PUNCT
clogic-200238	216	25	one	one	NUM
clogic-200238	216	26	being	be	AUX
clogic-200238	216	27	the	the	DET
clogic-200238	216	28	rapid	rapid	ADJ
clogic-200238	216	29	increase	increase	NOUN
clogic-200238	216	30	of	of	ADP
clogic-200238	216	31	steel	steel	NOUN
clogic-200238	216	32	axes	axis	NOUN
clogic-200238	216	33	.	.	PUNCT
clogic-200238	217	1	a	a	DET
clogic-200238	217	2	missionary	missionary	ADJ
clogic-200238	217	3	,	,	PUNCT
clogic-200238	217	4	who	who	PRON
clogic-200238	217	5	lived	live	VERB
clogic-200238	217	6	with	with	ADP
clogic-200238	217	7	the	the	DET
clogic-200238	217	8	yir	yir	PROPN
clogic-200238	217	9	yoront	yoront	NOUN
clogic-200238	217	10	at	at	ADP
clogic-200238	217	11	that	that	DET
clogic-200238	217	12	time	time	NOUN
clogic-200238	217	13	,	,	PUNCT
clogic-200238	217	14	would	would	AUX
clogic-200238	217	15	gift	gift	VERB
clogic-200238	217	16	axes	axis	NOUN
clogic-200238	217	17	to	to	ADP
clogic-200238	217	18	women	woman	NOUN
clogic-200238	217	19	if	if	SCONJ
clogic-200238	217	20	they	they	PRON
clogic-200238	217	21	won	win	VERB
clogic-200238	217	22	his	his	PRON
clogic-200238	217	23	favor	favor	NOUN
clogic-200238	217	24	,	,	PUNCT
clogic-200238	217	25	and	and	CCONJ
clogic-200238	217	26	this	this	DET
clogic-200238	217	27	situation	situation	NOUN
clogic-200238	217	28	of	of	ADP
clogic-200238	217	29	a	a	DET
clogic-200238	217	30	woman	woman	NOUN
clogic-200238	217	31	possessing	possess	VERB
clogic-200238	217	32	an	an	DET
clogic-200238	217	33	axe	axe	NOUN
clogic-200238	217	34	was	be	AUX
clogic-200238	217	35	,	,	PUNCT
clogic-200238	217	36	at	at	ADP
clogic-200238	217	37	times	time	NOUN
clogic-200238	217	38	,	,	PUNCT
clogic-200238	217	39	highly	highly	ADV
clogic-200238	217	40	disruptive	disruptive	ADJ
clogic-200238	217	41	.	.	PUNCT
clogic-200238	218	1	since	since	SCONJ
clogic-200238	218	2	women	woman	NOUN
clogic-200238	218	3	and	and	CCONJ
clogic-200238	218	4	children	child	NOUN
clogic-200238	218	5	no	no	ADV
clogic-200238	218	6	longer	long	ADV
clogic-200238	218	7	had	have	VERB
clogic-200238	218	8	to	to	PART
clogic-200238	218	9	ask	ask	VERB
clogic-200238	218	10	permission	permission	NOUN
clogic-200238	218	11	to	to	PART
clogic-200238	218	12	borrow	borrow	VERB
clogic-200238	218	13	the	the	DET
clogic-200238	218	14	axe	axe	NOUN
clogic-200238	218	15	from	from	ADP
clogic-200238	218	16	the	the	DET
clogic-200238	218	17	men	man	NOUN
clogic-200238	218	18	–	–	PUNCT
clogic-200238	218	19	which	which	PRON
clogic-200238	218	20	they	they	PRON
clogic-200238	218	21	would	would	AUX
clogic-200238	218	22	eagerly	eagerly	ADV
clogic-200238	218	23	give	give	VERB
clogic-200238	218	24	–	–	PUNCT
clogic-200238	218	25	all	all	DET
clogic-200238	218	26	kinds	kind	NOUN
clogic-200238	218	27	of	of	ADP
clogic-200238	218	28	kinship	kinship	NOUN
clogic-200238	218	29	dynamics	dynamic	NOUN
clogic-200238	218	30	changed	change	VERB
clogic-200238	218	31	.	.	PUNCT
clogic-200238	219	1	the	the	DET
clogic-200238	219	2	distribution	distribution	NOUN
clogic-200238	219	3	of	of	ADP
clogic-200238	219	4	axes	axis	NOUN
clogic-200238	219	5	was	be	AUX
clogic-200238	219	6	simultaneously	simultaneously	ADV
clogic-200238	219	7	a	a	DET
clogic-200238	219	8	distribution	distribution	NOUN
clogic-200238	219	9	of	of	ADP
clogic-200238	219	10	ideological	ideological	ADJ
clogic-200238	219	11	power	power	NOUN
clogic-200238	219	12	.	.	PUNCT
clogic-200238	220	1	accelerationists	accelerationist	NOUN
clogic-200238	220	2	claim	claim	VERB
clogic-200238	220	3	that	that	SCONJ
clogic-200238	220	4	artificial	artificial	ADJ
clogic-200238	220	5	intelligence	intelligence	NOUN
clogic-200238	220	6	,	,	PUNCT
clogic-200238	220	7	automated	automate	VERB
clogic-200238	220	8	technological	technological	ADJ
clogic-200238	220	9	and	and	CCONJ
clogic-200238	220	10	mechanical	mechanical	ADJ
clogic-200238	220	11	systems	system	NOUN
clogic-200238	220	12	,	,	PUNCT
clogic-200238	220	13	represent	represent	VERB
clogic-200238	220	14	a	a	DET
clogic-200238	220	15	development	development	NOUN
clogic-200238	220	16	of	of	ADP
clogic-200238	220	17	the	the	DET
clogic-200238	220	18	forces	force	NOUN
clogic-200238	220	19	of	of	ADP
clogic-200238	220	20	production	production	NOUN
clogic-200238	220	21	so	so	ADV
clogic-200238	220	22	much	much	ADV
clogic-200238	220	23	that	that	SCONJ
clogic-200238	220	24	the	the	DET
clogic-200238	220	25	ideological	ideological	ADJ
clogic-200238	220	26	social	social	ADJ
clogic-200238	220	27	superstructure	superstructure	NOUN
clogic-200238	220	28	of	of	ADP
clogic-200238	220	29	the	the	DET
clogic-200238	220	30	political	political	ADJ
clogic-200238	220	31	capitalist	capitalist	ADJ
clogic-200238	220	32	regime	regime	NOUN
clogic-200238	220	33	must	must	AUX
clogic-200238	220	34	soon	soon	ADV
clogic-200238	220	35	crumble	crumble	VERB
clogic-200238	220	36	.	.	PUNCT
clogic-200238	221	1	the	the	DET
clogic-200238	221	2	way	way	NOUN
clogic-200238	221	3	to	to	PART
clogic-200238	221	4	get	get	VERB
clogic-200238	221	5	to	to	ADP
clogic-200238	221	6	the	the	DET
clogic-200238	221	7	revolutionary	revolutionary	ADJ
clogic-200238	221	8	society	society	NOUN
clogic-200238	221	9	is	be	AUX
clogic-200238	221	10	to	to	PART
clogic-200238	221	11	accelerate	accelerate	VERB
clogic-200238	221	12	the	the	DET
clogic-200238	221	13	contradiction	contradiction	NOUN
clogic-200238	221	14	between	between	ADP
clogic-200238	221	15	the	the	DET
clogic-200238	221	16	economic	economic	ADJ
clogic-200238	221	17	base	base	NOUN
clogic-200238	221	18	and	and	CCONJ
clogic-200238	221	19	political	political	ADJ
clogic-200238	221	20	superstructure	superstructure	NOUN
clogic-200238	221	21	so	so	SCONJ
clogic-200238	221	22	that	that	SCONJ
clogic-200238	221	23	the	the	DET
clogic-200238	221	24	superstructure	superstructure	NOUN
clogic-200238	221	25	has	have	VERB
clogic-200238	221	26	no	no	DET
clogic-200238	221	27	choice	choice	NOUN
clogic-200238	221	28	but	but	SCONJ
clogic-200238	221	29	to	to	PART
clogic-200238	221	30	bend	bend	VERB
clogic-200238	221	31	to	to	ADP
clogic-200238	221	32	the	the	DET
clogic-200238	221	33	will	will	NOUN
clogic-200238	221	34	of	of	ADP
clogic-200238	221	35	the	the	DET
clogic-200238	221	36	stewards	steward	NOUN
clogic-200238	221	37	of	of	ADP
clogic-200238	221	38	the	the	DET
clogic-200238	221	39	base	base	NOUN
clogic-200238	221	40	,	,	PUNCT
clogic-200238	221	41	the	the	DET
clogic-200238	221	42	proletariat	proletariat	PROPN
clogic-200238	221	43	.	.	PUNCT
clogic-200238	222	1	as	as	ADP
clogic-200238	222	2	the	the	DET
clogic-200238	222	3	forces	force	NOUN
clogic-200238	222	4	of	of	ADP
clogic-200238	222	5	production	production	NOUN
clogic-200238	222	6	,	,	PUNCT
clogic-200238	222	7	machinery	machinery	NOUN
clogic-200238	222	8	,	,	PUNCT
clogic-200238	222	9	marx	marx	PROPN
clogic-200238	222	10	writes	write	VERB
clogic-200238	222	11	in	in	ADP
clogic-200238	222	12	the	the	DET
clogic-200238	222	13	grundrisse	grundrisse	NOUN
clogic-200238	222	14	,	,	PUNCT
clogic-200238	222	15	is	be	AUX
clogic-200238	222	16	“	"	PUNCT
clogic-200238	222	17	the	the	DET
clogic-200238	222	18	appropriation	appropriation	NOUN
clogic-200238	222	19	of	of	ADP
clogic-200238	222	20	living	live	VERB
clogic-200238	222	21	labor	labor	NOUN
clogic-200238	222	22	by	by	ADP
clogic-200238	222	23	objectified	objectified	ADJ
clogic-200238	222	24	labor	labor	NOUN
clogic-200238	222	25	,	,	PUNCT
clogic-200238	222	26	”	"	PUNCT
clogic-200238	222	27	human	human	ADJ
clogic-200238	222	28	shoveling	shoveling	NOUN
clogic-200238	222	29	by	by	ADP
clogic-200238	222	30	machine	machine	NOUN
clogic-200238	222	31	(	(	PUNCT
clogic-200238	222	32	object	object	NOUN
clogic-200238	222	33	)	)	PUNCT
clogic-200238	222	34	shoveling.38	shoveling.38	NOUN
clogic-200238	222	35	the	the	DET
clogic-200238	222	36	development	development	NOUN
clogic-200238	222	37	of	of	ADP
clogic-200238	222	38	machinery	machinery	NOUN
clogic-200238	222	39	yields	yield	VERB
clogic-200238	222	40	a	a	DET
clogic-200238	222	41	change	change	NOUN
clogic-200238	222	42	not	not	PART
clogic-200238	222	43	only	only	ADV
clogic-200238	222	44	in	in	ADP
clogic-200238	222	45	the	the	DET
clogic-200238	222	46	distribution	distribution	NOUN
clogic-200238	222	47	of	of	ADP
clogic-200238	222	48	knowledge	knowledge	NOUN
clogic-200238	222	49	–	–	PUNCT
clogic-200238	222	50	which	which	PRON
clogic-200238	222	51	moves	move	VERB
clogic-200238	222	52	from	from	ADP
clogic-200238	222	53	workers	worker	NOUN
clogic-200238	222	54	’	’	PART
clogic-200238	222	55	minds	mind	NOUN
clogic-200238	222	56	to	to	PART
clogic-200238	222	57	objects	object	NOUN
clogic-200238	222	58	,	,	PUNCT
clogic-200238	222	59	but	but	CCONJ
clogic-200238	222	60	also	also	ADV
clogic-200238	222	61	a	a	DET
clogic-200238	222	62	change	change	NOUN
clogic-200238	222	63	in	in	ADP
clogic-200238	222	64	the	the	DET
clogic-200238	222	65	workers	worker	NOUN
clogic-200238	222	66	’	’	PART
clogic-200238	222	67	labor	labor	NOUN
clogic-200238	222	68	–	–	PUNCT
clogic-200238	222	69	no	no	ADV
clogic-200238	222	70	longer	long	ADV
clogic-200238	222	71	do	do	AUX
clogic-200238	222	72	they	they	PRON
clogic-200238	222	73	perform	perform	VERB
clogic-200238	222	74	those	those	DET
clogic-200238	222	75	now	now	ADV
clogic-200238	222	76	mechanistic	mechanistic	ADJ
clogic-200238	222	77	tasks	task	NOUN
clogic-200238	222	78	.	.	PUNCT
clogic-200238	223	1	the	the	DET
clogic-200238	223	2	accelerationist	accelerationist	NOUN
clogic-200238	223	3	thesis	thesis	NOUN
clogic-200238	223	4	is	be	AUX
clogic-200238	223	5	that	that	SCONJ
clogic-200238	223	6	modern	modern	ADJ
clogic-200238	223	7	development	development	NOUN
clogic-200238	223	8	of	of	ADP
clogic-200238	223	9	machines	machine	NOUN
clogic-200238	223	10	has	have	AUX
clogic-200238	223	11	changed	change	VERB
clogic-200238	223	12	how	how	SCONJ
clogic-200238	223	13	much	much	ADJ
clogic-200238	223	14	living	living	NOUN
clogic-200238	223	15	labor	labor	NOUN
clogic-200238	223	16	is	be	AUX
clogic-200238	223	17	required	require	VERB
clogic-200238	223	18	,	,	PUNCT
clogic-200238	223	19	that	that	SCONJ
clogic-200238	223	20	we	we	PRON
clogic-200238	223	21	can	can	AUX
clogic-200238	223	22	automate	automate	VERB
clogic-200238	223	23	away	away	ADV
clogic-200238	223	24	most	most	ADJ
clogic-200238	223	25	of	of	ADP
clogic-200238	223	26	our	our	PRON
clogic-200238	223	27	daily	daily	ADJ
clogic-200238	223	28	work	work	NOUN
clogic-200238	223	29	,	,	PUNCT
clogic-200238	223	30	eliminate	eliminate	VERB
clogic-200238	223	31	the	the	DET
clogic-200238	223	32	profit	profit	NOUN
clogic-200238	223	33	motive	motive	NOUN
clogic-200238	223	34	and	and	CCONJ
clogic-200238	223	35	surplus	surplus	ADJ
clogic-200238	223	36	extraction	extraction	NOUN
clogic-200238	223	37	,	,	PUNCT
clogic-200238	223	38	and	and	CCONJ
clogic-200238	223	39	foster	foster	VERB
clogic-200238	223	40	a	a	DET
clogic-200238	223	41	postcapitalist	postcapitalist	ADJ
clogic-200238	223	42	lifestyle	lifestyle	NOUN
clogic-200238	223	43	.	.	PUNCT
clogic-200238	224	1	the	the	DET
clogic-200238	224	2	main	main	ADJ
clogic-200238	224	3	problem	problem	NOUN
clogic-200238	224	4	with	with	ADP
clogic-200238	224	5	this	this	DET
clogic-200238	224	6	argument	argument	NOUN
clogic-200238	224	7	is	be	AUX
clogic-200238	224	8	that	that	SCONJ
clogic-200238	224	9	it	it	PRON
clogic-200238	224	10	forgets	forget	VERB
clogic-200238	224	11	the	the	DET
clogic-200238	224	12	material	material	NOUN
clogic-200238	224	13	production	production	NOUN
clogic-200238	224	14	of	of	ADP
clogic-200238	224	15	those	those	DET
clogic-200238	224	16	technologies	technology	NOUN
clogic-200238	224	17	themselves	themselves	PRON
clogic-200238	224	18	.	.	PUNCT
clogic-200238	225	1	admittedly	admittedly	ADV
clogic-200238	225	2	,	,	PUNCT
clogic-200238	225	3	with	with	ADP
clogic-200238	225	4	the	the	DET
clogic-200238	225	5	development	development	NOUN
clogic-200238	225	6	of	of	ADP
clogic-200238	225	7	machines	machine	NOUN
clogic-200238	225	8	which	which	PRON
clogic-200238	225	9	can	can	AUX
clogic-200238	225	10	make	make	VERB
clogic-200238	225	11	machines	machine	NOUN
clogic-200238	225	12	,	,	PUNCT
clogic-200238	225	13	we	we	PRON
clogic-200238	225	14	are	be	AUX
clogic-200238	225	15	able	able	ADJ
clogic-200238	225	16	to	to	PART
clogic-200238	225	17	reduce	reduce	VERB
clogic-200238	225	18	the	the	DET
clogic-200238	225	19	amount	amount	NOUN
clogic-200238	225	20	of	of	ADP
clogic-200238	225	21	required	require	VERB
clogic-200238	225	22	labor	labor	NOUN
clogic-200238	225	23	drastically	drastically	ADV
clogic-200238	225	24	.	.	PUNCT
clogic-200238	226	1	but	but	CCONJ
clogic-200238	226	2	,	,	PUNCT
clogic-200238	226	3	the	the	DET
clogic-200238	226	4	claim	claim	NOUN
clogic-200238	226	5	that	that	SCONJ
clogic-200238	226	6	artificial	artificial	ADJ
clogic-200238	226	7	intelligence	intelligence	NOUN
clogic-200238	226	8	represents	represent	VERB
clogic-200238	226	9	an	an	DET
clogic-200238	226	10	end	end	NOUN
clogic-200238	226	11	to	to	ADP
clogic-200238	226	12	cognitive	cognitive	ADJ
clogic-200238	226	13	work	work	NOUN
clogic-200238	226	14	,	,	PUNCT
clogic-200238	226	15	and	and	CCONJ
clogic-200238	226	16	to	to	ADP
clogic-200238	226	17	labor	labor	NOUN
clogic-200238	226	18	altogether	altogether	ADV
clogic-200238	226	19	as	as	SCONJ
clogic-200238	226	20	theorists	theorist	NOUN
clogic-200238	226	21	like	like	ADP
clogic-200238	226	22	ouellet	ouellet	NOUN
clogic-200238	226	23	claim	claim	NOUN
clogic-200238	226	24	,	,	PUNCT
clogic-200238	226	25	is	be	AUX
clogic-200238	226	26	false	false	ADJ
clogic-200238	226	27	.	.	PUNCT
clogic-200238	227	1	37	37	NUM
clogic-200238	227	2	lauriston	lauriston	NOUN
clogic-200238	227	3	sharp	sharp	ADJ
clogic-200238	227	4	,	,	PUNCT
clogic-200238	227	5	“	"	PUNCT
clogic-200238	227	6	steel	steel	NOUN
clogic-200238	227	7	axes	axis	NOUN
clogic-200238	227	8	for	for	ADP
clogic-200238	227	9	stone	stone	NOUN
clogic-200238	227	10	-	-	PUNCT
clogic-200238	227	11	age	age	NOUN
clogic-200238	227	12	australians	australian	NOUN
clogic-200238	227	13	,	,	PUNCT
clogic-200238	227	14	”	"	PUNCT
clogic-200238	227	15	human	human	ADJ
clogic-200238	227	16	organization	organization	NOUN
clogic-200238	227	17	11	11	NUM
clogic-200238	227	18	,	,	PUNCT
clogic-200238	227	19	no	no	INTJ
clogic-200238	227	20	.	.	NOUN
clogic-200238	227	21	2	2	NUM
clogic-200238	227	22	(	(	PUNCT
clogic-200238	227	23	summer	summer	NOUN
clogic-200238	227	24	,	,	PUNCT
clogic-200238	227	25	1952	1952	NUM
clogic-200238	227	26	):	):	PUNCT
clogic-200238	227	27	17	17	NUM
clogic-200238	227	28	-	-	SYM
clogic-200238	227	29	22	22	NUM
clogic-200238	227	30	,	,	PUNCT
clogic-200238	227	31	18	18	NUM
clogic-200238	227	32	.	.	X
clogic-200238	227	33	38	38	NUM
clogic-200238	227	34	karl	karl	PROPN
clogic-200238	227	35	marx	marx	PROPN
clogic-200238	227	36	,	,	PUNCT
clogic-200238	227	37	grundrisse	grundrisse	NOUN
clogic-200238	227	38	,	,	PUNCT
clogic-200238	227	39	tr	tr	VERB
clogic-200238	227	40	.	.	PROPN
clogic-200238	227	41	martin	martin	PROPN
clogic-200238	227	42	nicolaus	nicolaus	PROPN
clogic-200238	227	43	(	(	PUNCT
clogic-200238	227	44	london	london	PROPN
clogic-200238	227	45	:	:	PUNCT
clogic-200238	227	46	penguin	penguin	NOUN
clogic-200238	227	47	books	book	NOUN
clogic-200238	227	48	,	,	PUNCT
clogic-200238	227	49	1993	1993	NUM
clogic-200238	227	50	)	)	PUNCT
clogic-200238	227	51	,	,	PUNCT
clogic-200238	227	52	693	693	NUM
clogic-200238	227	53	.	.	PUNCT
clogic-200238	228	1	more	more	ADJ
clogic-200238	228	2	44	44	NUM
clogic-200238	228	3	4	4	NUM
clogic-200238	228	4	.	.	PUNCT
clogic-200238	229	1	the	the	DET
clogic-200238	229	2	ontology	ontology	NOUN
clogic-200238	229	3	of	of	ADP
clogic-200238	229	4	ai	ai	VERB
clogic-200238	229	5	i	i	PRON
clogic-200238	229	6	from	from	ADP
clogic-200238	229	7	objectification	objectification	NOUN
clogic-200238	229	8	…	…	PUNCT
clogic-200238	229	9	recently	recently	ADV
clogic-200238	229	10	,	,	PUNCT
clogic-200238	229	11	a	a	DET
clogic-200238	229	12	group	group	NOUN
clogic-200238	229	13	of	of	ADP
clogic-200238	229	14	researchers	researcher	NOUN
clogic-200238	229	15	at	at	ADP
clogic-200238	229	16	the	the	DET
clogic-200238	229	17	harvard	harvard	PROPN
clogic-200238	229	18	business	business	PROPN
clogic-200238	229	19	school	school	PROPN
clogic-200238	229	20	released	release	VERB
clogic-200238	229	21	a	a	DET
clogic-200238	229	22	working	work	VERB
clogic-200238	229	23	paper	paper	NOUN
clogic-200238	229	24	containing	contain	VERB
clogic-200238	229	25	results	result	NOUN
clogic-200238	229	26	of	of	ADP
clogic-200238	229	27	an	an	DET
clogic-200238	229	28	experiment	experiment	NOUN
clogic-200238	229	29	that	that	PRON
clogic-200238	229	30	measured	measure	VERB
clogic-200238	229	31	the	the	DET
clogic-200238	229	32	productivity	productivity	NOUN
clogic-200238	229	33	of	of	ADP
clogic-200238	229	34	consultants	consultant	NOUN
clogic-200238	229	35	who	who	PRON
clogic-200238	229	36	used	use	VERB
clogic-200238	229	37	ai	ai	VERB
clogic-200238	229	38	compared	compare	VERB
clogic-200238	229	39	to	to	ADP
clogic-200238	229	40	those	those	PRON
clogic-200238	229	41	who	who	PRON
clogic-200238	229	42	did	do	AUX
clogic-200238	229	43	not.39	not.39	NOUN
clogic-200238	229	44	out	out	ADP
clogic-200238	229	45	of	of	ADP
clogic-200238	229	46	758	758	NUM
clogic-200238	229	47	participants	participant	NOUN
clogic-200238	229	48	,	,	PUNCT
clogic-200238	229	49	workers	worker	NOUN
clogic-200238	229	50	with	with	ADP
clogic-200238	229	51	below	below	ADP
clogic-200238	229	52	average	average	ADJ
clogic-200238	229	53	productivity	productivity	NOUN
clogic-200238	229	54	had	have	VERB
clogic-200238	229	55	their	their	PRON
clogic-200238	229	56	productivity	productivity	NOUN
clogic-200238	229	57	improved	improve	VERB
clogic-200238	229	58	by	by	ADP
clogic-200238	229	59	43	43	NUM
clogic-200238	229	60	%	%	NOUN
clogic-200238	229	61	,	,	PUNCT
clogic-200238	229	62	and	and	CCONJ
clogic-200238	229	63	above	above	ADP
clogic-200238	229	64	average	average	ADJ
clogic-200238	229	65	workers	worker	NOUN
clogic-200238	229	66	were	be	AUX
clogic-200238	229	67	boosted	boost	VERB
clogic-200238	229	68	17%.40	17%.40	NUM
clogic-200238	229	69	the	the	DET
clogic-200238	229	70	trend	trend	NOUN
clogic-200238	229	71	in	in	ADP
clogic-200238	229	72	llm	llm	PROPN
clogic-200238	229	73	labor	labor	NOUN
clogic-200238	229	74	adoption	adoption	NOUN
clogic-200238	229	75	is	be	AUX
clogic-200238	229	76	not	not	PART
clogic-200238	229	77	necessarily	necessarily	ADV
clogic-200238	229	78	that	that	SCONJ
clogic-200238	229	79	workers	worker	NOUN
clogic-200238	229	80	are	be	AUX
clogic-200238	229	81	being	be	AUX
clogic-200238	229	82	replaced	replace	VERB
clogic-200238	229	83	(	(	PUNCT
clogic-200238	229	84	though	though	SCONJ
clogic-200238	229	85	that	that	PRON
clogic-200238	229	86	does	do	AUX
clogic-200238	229	87	happen	happen	VERB
clogic-200238	229	88	)	)	PUNCT
clogic-200238	229	89	,	,	PUNCT
clogic-200238	229	90	but	but	CCONJ
clogic-200238	229	91	generally	generally	ADV
clogic-200238	229	92	workers	worker	NOUN
clogic-200238	229	93	simply	simply	ADV
clogic-200238	229	94	become	become	VERB
clogic-200238	229	95	more	more	ADV
clogic-200238	229	96	productive	productive	ADJ
clogic-200238	229	97	.	.	PUNCT
clogic-200238	230	1	the	the	DET
clogic-200238	230	2	time	time	NOUN
clogic-200238	230	3	spent	spend	VERB
clogic-200238	230	4	replying	reply	VERB
clogic-200238	230	5	to	to	ADP
clogic-200238	230	6	emails	email	NOUN
clogic-200238	230	7	is	be	AUX
clogic-200238	230	8	drastically	drastically	ADV
clogic-200238	230	9	reduced	reduce	VERB
clogic-200238	230	10	–	–	PUNCT
clogic-200238	230	11	whether	whether	SCONJ
clogic-200238	230	12	a	a	DET
clogic-200238	230	13	worker	worker	NOUN
clogic-200238	230	14	prompts	prompt	VERB
clogic-200238	230	15	chatgpt	chatgpt	NOUN
clogic-200238	230	16	to	to	PART
clogic-200238	230	17	help	help	VERB
clogic-200238	230	18	them	they	PRON
clogic-200238	230	19	,	,	PUNCT
clogic-200238	230	20	or	or	CCONJ
clogic-200238	230	21	uses	use	VERB
clogic-200238	230	22	one	one	NUM
clogic-200238	230	23	of	of	ADP
clogic-200238	230	24	the	the	DET
clogic-200238	230	25	many	many	ADJ
clogic-200238	230	26	llm	llm	ADV
clogic-200238	230	27	-	-	PUNCT
clogic-200238	230	28	enabled	enable	VERB
clogic-200238	230	29	auto	auto	NOUN
clogic-200238	230	30	-	-	PUNCT
clogic-200238	230	31	reply	reply	NOUN
clogic-200238	230	32	applications	application	NOUN
clogic-200238	230	33	that	that	PRON
clogic-200238	230	34	already	already	ADV
clogic-200238	230	35	exist	exist	VERB
clogic-200238	230	36	.	.	PUNCT
clogic-200238	231	1	llm	llm	PROPN
clogic-200238	231	2	agents	agent	NOUN
clogic-200238	231	3	,	,	PUNCT
clogic-200238	231	4	like	like	ADP
clogic-200238	231	5	secretaries	secretary	NOUN
clogic-200238	231	6	,	,	PUNCT
clogic-200238	231	7	data	datum	NOUN
clogic-200238	231	8	analysts	analyst	NOUN
clogic-200238	231	9	,	,	PUNCT
clogic-200238	231	10	and	and	CCONJ
clogic-200238	231	11	travel	travel	NOUN
clogic-200238	231	12	agents	agent	NOUN
clogic-200238	231	13	,	,	PUNCT
clogic-200238	231	14	have	have	AUX
clogic-200238	231	15	become	become	VERB
clogic-200238	231	16	a	a	DET
clogic-200238	231	17	new	new	ADJ
clogic-200238	231	18	booming	booming	ADJ
clogic-200238	231	19	business.41	business.41	NOUN
clogic-200238	231	20	one	one	NUM
clogic-200238	231	21	group	group	NOUN
clogic-200238	231	22	of	of	ADP
clogic-200238	231	23	ai	ai	ADJ
clogic-200238	231	24	researchers	researcher	NOUN
clogic-200238	231	25	even	even	ADV
clogic-200238	231	26	created	create	VERB
clogic-200238	231	27	a	a	DET
clogic-200238	231	28	virtual	virtual	ADJ
clogic-200238	231	29	world	world	NOUN
clogic-200238	231	30	inhabited	inhabit	VERB
clogic-200238	231	31	by	by	ADP
clogic-200238	231	32	25	25	NUM
clogic-200238	231	33	generative	generative	NOUN
clogic-200238	231	34	ai	ai	PROPN
clogic-200238	231	35	agents	agent	NOUN
clogic-200238	231	36	,	,	PUNCT
clogic-200238	231	37	called	call	VERB
clogic-200238	231	38	smallville.42	smallville.42	PROPN
clogic-200238	231	39	large	large	ADJ
clogic-200238	231	40	language	language	NOUN
clogic-200238	231	41	models	model	NOUN
clogic-200238	231	42	are	be	AUX
clogic-200238	231	43	technical	technical	ADJ
clogic-200238	231	44	artifacts	artifact	NOUN
clogic-200238	231	45	,	,	PUNCT
clogic-200238	231	46	tools	tool	NOUN
clogic-200238	231	47	,	,	PUNCT
clogic-200238	231	48	which	which	PRON
clogic-200238	231	49	,	,	PUNCT
clogic-200238	231	50	like	like	ADP
clogic-200238	231	51	all	all	DET
clogic-200238	231	52	tools	tool	NOUN
clogic-200238	231	53	have	have	AUX
clogic-200238	231	54	been	be	AUX
clogic-200238	231	55	in	in	ADP
clogic-200238	231	56	the	the	DET
clogic-200238	231	57	history	history	NOUN
clogic-200238	231	58	of	of	ADP
clogic-200238	231	59	human	human	ADJ
clogic-200238	231	60	material	material	NOUN
clogic-200238	231	61	production	production	NOUN
clogic-200238	231	62	,	,	PUNCT
clogic-200238	231	63	save	save	VERB
clogic-200238	231	64	time	time	NOUN
clogic-200238	231	65	.	.	PUNCT
clogic-200238	232	1	llms	llm	NOUN
clogic-200238	232	2	like	like	ADP
clogic-200238	232	3	chatgpt	chatgpt	NOUN
clogic-200238	232	4	have	have	VERB
clogic-200238	232	5	a	a	DET
clogic-200238	232	6	unique	unique	ADJ
clogic-200238	232	7	ability	ability	NOUN
clogic-200238	232	8	to	to	PART
clogic-200238	232	9	generate	generate	VERB
clogic-200238	232	10	and	and	CCONJ
clogic-200238	232	11	produce	produce	VERB
clogic-200238	232	12	content	content	NOUN
clogic-200238	232	13	–	–	PUNCT
clogic-200238	232	14	text	text	NOUN
clogic-200238	232	15	,	,	PUNCT
clogic-200238	232	16	or	or	CCONJ
clogic-200238	232	17	computer	computer	NOUN
clogic-200238	232	18	code	code	NOUN
clogic-200238	232	19	,	,	PUNCT
clogic-200238	232	20	or	or	CCONJ
clogic-200238	232	21	images	image	NOUN
clogic-200238	232	22	.	.	PUNCT
clogic-200238	233	1	but	but	CCONJ
clogic-200238	233	2	,	,	PUNCT
clogic-200238	233	3	being	be	AUX
clogic-200238	233	4	artifacts	artifact	NOUN
clogic-200238	233	5	,	,	PUNCT
clogic-200238	233	6	llms	llm	NOUN
clogic-200238	233	7	are	be	AUX
clogic-200238	233	8	part	part	NOUN
clogic-200238	233	9	of	of	ADP
clogic-200238	233	10	the	the	DET
clogic-200238	233	11	“	"	PUNCT
clogic-200238	233	12	self	self	NOUN
clogic-200238	233	13	-	-	PUNCT
clogic-200238	233	14	propelling	propel	VERB
clogic-200238	233	15	life	life	NOUN
clogic-200238	233	16	of	of	ADP
clogic-200238	233	17	the	the	DET
clogic-200238	233	18	dead	dead	ADJ
clogic-200238	233	19	,	,	PUNCT
clogic-200238	233	20	”	"	PUNCT
clogic-200238	233	21	as	as	SCONJ
clogic-200238	233	22	hegel	hegel	PROPN
clogic-200238	233	23	would	would	AUX
clogic-200238	233	24	say.43	say.43	VERB
clogic-200238	233	25	llms	llm	NOUN
clogic-200238	233	26	,	,	PUNCT
clogic-200238	233	27	because	because	SCONJ
clogic-200238	233	28	they	they	PRON
clogic-200238	233	29	are	be	AUX
clogic-200238	233	30	trained	train	VERB
clogic-200238	233	31	on	on	ADP
clogic-200238	233	32	vast	vast	ADJ
clogic-200238	233	33	amounts	amount	NOUN
clogic-200238	233	34	of	of	ADP
clogic-200238	233	35	input	input	NOUN
clogic-200238	233	36	data	datum	NOUN
clogic-200238	233	37	,	,	PUNCT
clogic-200238	233	38	are	be	AUX
clogic-200238	233	39	congealed	congeal	VERB
clogic-200238	233	40	dead	dead	ADJ
clogic-200238	233	41	labor	labor	NOUN
clogic-200238	233	42	.	.	PUNCT
clogic-200238	234	1	what	what	PRON
clogic-200238	234	2	was	be	AUX
clogic-200238	234	3	once	once	ADV
clogic-200238	234	4	words	word	NOUN
clogic-200238	234	5	for	for	ADP
clogic-200238	234	6	informative	informative	ADJ
clogic-200238	234	7	or	or	CCONJ
clogic-200238	234	8	entertainment	entertainment	NOUN
clogic-200238	234	9	purposes	purpose	NOUN
clogic-200238	234	10	has	have	AUX
clogic-200238	234	11	been	be	AUX
clogic-200238	234	12	commodified	commodifie	VERB
clogic-200238	234	13	(	(	PUNCT
clogic-200238	234	14	through	through	ADP
clogic-200238	234	15	statistics	statistic	NOUN
clogic-200238	234	16	)	)	PUNCT
clogic-200238	234	17	by	by	ADP
clogic-200238	234	18	the	the	DET
clogic-200238	234	19	transformer	transformer	NOUN
clogic-200238	234	20	architecture	architecture	NOUN
clogic-200238	234	21	.	.	PUNCT
clogic-200238	235	1	for	for	ADP
clogic-200238	235	2	hegel	hegel	PROPN
clogic-200238	235	3	,	,	PUNCT
clogic-200238	235	4	products	product	NOUN
clogic-200238	235	5	of	of	ADP
clogic-200238	235	6	production	production	NOUN
clogic-200238	235	7	processes	process	NOUN
clogic-200238	235	8	are	be	AUX
clogic-200238	235	9	objectifications	objectification	NOUN
clogic-200238	235	10	of	of	ADP
clogic-200238	235	11	human	human	ADJ
clogic-200238	235	12	species	specie	NOUN
clogic-200238	235	13	-	-	PUNCT
clogic-200238	235	14	being	being	NOUN
clogic-200238	235	15	;	;	PUNCT
clogic-200238	235	16	human	human	ADJ
clogic-200238	235	17	abilities	ability	NOUN
clogic-200238	235	18	and	and	CCONJ
clogic-200238	235	19	knowledge	knowledge	NOUN
clogic-200238	235	20	are	be	AUX
clogic-200238	235	21	transformed	transform	VERB
clogic-200238	235	22	into	into	ADP
clogic-200238	235	23	objects	object	NOUN
clogic-200238	235	24	through	through	ADP
clogic-200238	235	25	the	the	DET
clogic-200238	235	26	process	process	NOUN
clogic-200238	235	27	of	of	ADP
clogic-200238	235	28	work	work	NOUN
clogic-200238	235	29	.	.	PUNCT
clogic-200238	236	1	another	another	DET
clogic-200238	236	2	way	way	NOUN
clogic-200238	236	3	of	of	ADP
clogic-200238	236	4	saying	say	VERB
clogic-200238	236	5	this	this	PRON
clogic-200238	236	6	is	be	AUX
clogic-200238	236	7	that	that	SCONJ
clogic-200238	236	8	as	as	SCONJ
clogic-200238	236	9	work	work	NOUN
clogic-200238	236	10	is	be	AUX
clogic-200238	236	11	realized	realize	VERB
clogic-200238	236	12	,	,	PUNCT
clogic-200238	236	13	made	make	VERB
clogic-200238	236	14	real	real	ADJ
clogic-200238	236	15	,	,	PUNCT
clogic-200238	236	16	knowledge	knowledge	NOUN
clogic-200238	236	17	is	be	AUX
clogic-200238	236	18	brought	bring	VERB
clogic-200238	236	19	into	into	ADP
clogic-200238	236	20	an	an	DET
clogic-200238	236	21	objective	objective	ADJ
clogic-200238	236	22	standing	standing	NOUN
clogic-200238	236	23	.	.	PUNCT
clogic-200238	237	1	in	in	ADP
clogic-200238	237	2	his	his	PRON
clogic-200238	237	3	famous	famous	ADJ
clogic-200238	237	4	exposition	exposition	NOUN
clogic-200238	237	5	of	of	ADP
clogic-200238	237	6	the	the	DET
clogic-200238	237	7	master	master	NOUN
clogic-200238	237	8	-	-	PUNCT
clogic-200238	237	9	slave	slave	NOUN
clogic-200238	237	10	dialectic	dialectic	NOUN
clogic-200238	237	11	,	,	PUNCT
clogic-200238	237	12	hegel	hegel	PROPN
clogic-200238	237	13	shows	show	VERB
clogic-200238	237	14	that	that	SCONJ
clogic-200238	237	15	although	although	SCONJ
clogic-200238	237	16	the	the	DET
clogic-200238	237	17	slave	slave	NOUN
clogic-200238	237	18	is	be	AUX
clogic-200238	237	19	subject	subject	ADJ
clogic-200238	237	20	to	to	ADP
clogic-200238	237	21	the	the	DET
clogic-200238	237	22	desires	desire	NOUN
clogic-200238	237	23	of	of	ADP
clogic-200238	237	24	the	the	DET
clogic-200238	237	25	master	master	NOUN
clogic-200238	237	26	,	,	PUNCT
clogic-200238	237	27	the	the	DET
clogic-200238	237	28	slave	slave	NOUN
clogic-200238	237	29	finds	find	VERB
clogic-200238	237	30	freedom	freedom	NOUN
clogic-200238	237	31	through	through	ADP
clogic-200238	237	32	their	their	PRON
clogic-200238	237	33	ability	ability	NOUN
clogic-200238	237	34	to	to	PART
clogic-200238	237	35	objectify	objectify	VERB
clogic-200238	237	36	their	their	PRON
clogic-200238	237	37	knowledge	knowledge	NOUN
clogic-200238	237	38	.	.	PUNCT
clogic-200238	238	1	the	the	DET
clogic-200238	238	2	power	power	NOUN
clogic-200238	238	3	to	to	PART
clogic-200238	238	4	turn	turn	VERB
clogic-200238	238	5	knowledge	knowledge	NOUN
clogic-200238	238	6	into	into	ADP
clogic-200238	238	7	artifacts	artifact	NOUN
clogic-200238	238	8	grants	grant	VERB
clogic-200238	238	9	the	the	DET
clogic-200238	238	10	slave	slave	NOUN
clogic-200238	238	11	freedom	freedom	NOUN
clogic-200238	238	12	,	,	PUNCT
clogic-200238	238	13	but	but	CCONJ
clogic-200238	238	14	only	only	ADV
clogic-200238	238	15	freedom	freedom	NOUN
clogic-200238	238	16	in	in	ADP
clogic-200238	238	17	the	the	DET
clogic-200238	238	18	mind	mind	NOUN
clogic-200238	238	19	,	,	PUNCT
clogic-200238	238	20	since	since	ADV
clogic-200238	238	21	,	,	PUNCT
clogic-200238	238	22	in	in	ADP
clogic-200238	238	23	reality	reality	NOUN
clogic-200238	238	24	,	,	PUNCT
clogic-200238	238	25	they	they	PRON
clogic-200238	238	26	are	be	AUX
clogic-200238	238	27	materially	materially	ADV
clogic-200238	238	28	subjugated	subjugate	VERB
clogic-200238	238	29	to	to	ADP
clogic-200238	238	30	the	the	DET
clogic-200238	238	31	master.44	master.44	NOUN
clogic-200238	238	32	the	the	DET
clogic-200238	238	33	slave	slave	NOUN
clogic-200238	238	34	,	,	PUNCT
clogic-200238	238	35	however	however	ADV
clogic-200238	238	36	,	,	PUNCT
clogic-200238	238	37	becomes	becomes	AUX
clogic-200238	238	38	alienated	alienate	VERB
clogic-200238	238	39	by	by	ADP
clogic-200238	238	40	the	the	DET
clogic-200238	238	41	fact	fact	NOUN
clogic-200238	238	42	that	that	SCONJ
clogic-200238	238	43	what	what	PRON
clogic-200238	238	44	they	they	PRON
clogic-200238	238	45	produce	produce	VERB
clogic-200238	238	46	is	be	AUX
clogic-200238	238	47	owned	own	VERB
clogic-200238	238	48	,	,	PUNCT
clogic-200238	238	49	used	use	VERB
clogic-200238	238	50	,	,	PUNCT
clogic-200238	238	51	and	and	CCONJ
clogic-200238	238	52	directed	direct	VERB
clogic-200238	238	53	by	by	ADP
clogic-200238	238	54	the	the	DET
clogic-200238	238	55	master	master	NOUN
clogic-200238	238	56	,	,	PUNCT
clogic-200238	238	57	an	an	DET
clogic-200238	238	58	external	external	ADJ
clogic-200238	238	59	force	force	NOUN
clogic-200238	238	60	.	.	PUNCT
clogic-200238	239	1	39	39	NUM
clogic-200238	239	2	fabrizio	fabrizio	PROPN
clogic-200238	239	3	dell’acqua	dell’acqua	NOUN
clogic-200238	239	4	et	et	PROPN
clogic-200238	239	5	al	al	PROPN
clogic-200238	239	6	.	.	PROPN
clogic-200238	239	7	,	,	PUNCT
clogic-200238	239	8	“	"	PUNCT
clogic-200238	239	9	navigating	navigate	VERB
clogic-200238	239	10	the	the	DET
clogic-200238	239	11	jagged	jagged	ADJ
clogic-200238	239	12	technological	technological	ADJ
clogic-200238	239	13	frontier	frontier	NOUN
clogic-200238	239	14	:	:	PUNCT
clogic-200238	239	15	field	field	NOUN
clogic-200238	239	16	experimental	experimental	ADJ
clogic-200238	239	17	evidence	evidence	NOUN
clogic-200238	239	18	of	of	ADP
clogic-200238	239	19	the	the	DET
clogic-200238	239	20	effects	effect	NOUN
clogic-200238	239	21	of	of	ADP
clogic-200238	239	22	ai	ai	NOUN
clogic-200238	239	23	on	on	ADP
clogic-200238	239	24	knowledge	knowledge	NOUN
clogic-200238	239	25	worker	worker	NOUN
clogic-200238	239	26	productivity	productivity	NOUN
clogic-200238	239	27	and	and	CCONJ
clogic-200238	239	28	quality	quality	NOUN
clogic-200238	239	29	,	,	PUNCT
clogic-200238	239	30	”	"	PUNCT
clogic-200238	239	31	harvard	harvard	PROPN
clogic-200238	239	32	business	business	PROPN
clogic-200238	239	33	school	school	PROPN
clogic-200238	239	34	,	,	PUNCT
clogic-200238	239	35	22	22	NUM
clogic-200238	239	36	september	september	PROPN
clogic-200238	239	37	,	,	PUNCT
clogic-200238	239	38	2023	2023	NUM
clogic-200238	239	39	,	,	PUNCT
clogic-200238	239	40	available	available	ADJ
clogic-200238	239	41	at	at	ADP
clogic-200238	239	42	:	:	PUNCT
clogic-200238	239	43	https://www.hbs.edu/ris/publication%20files/24-013_d9b45b68-9e74-42d6-a1c6-c72fb70c7282.pdf	https://www.hbs.edu/ris/publication%20files/24-013_d9b45b68-9e74-42d6-a1c6-c72fb70c7282.pdf	X
clogic-200238	239	44	.	.	X
clogic-200238	240	1	40	40	NUM
clogic-200238	240	2	dell’acqua	dell’acqua	NOUN
clogic-200238	240	3	et	et	PROPN
clogic-200238	240	4	al	al	PROPN
clogic-200238	240	5	.	.	PROPN
clogic-200238	240	6	,	,	PUNCT
clogic-200238	240	7	2	2	X
clogic-200238	240	8	.	.	NUM
clogic-200238	240	9	41	41	NUM
clogic-200238	240	10	zhiheng	zhiheng	NOUN
clogic-200238	240	11	xi	xi	PROPN
clogic-200238	240	12	et	et	PROPN
clogic-200238	240	13	al	al	PROPN
clogic-200238	240	14	.	.	PROPN
clogic-200238	240	15	,	,	PUNCT
clogic-200238	240	16	“	"	PUNCT
clogic-200238	240	17	the	the	DET
clogic-200238	240	18	rise	rise	NOUN
clogic-200238	240	19	of	of	ADP
clogic-200238	240	20	large	large	ADJ
clogic-200238	240	21	language	language	NOUN
clogic-200238	240	22	model	model	NOUN
clogic-200238	240	23	based	base	VERB
clogic-200238	240	24	agents	agent	NOUN
clogic-200238	240	25	:	:	PUNCT
clogic-200238	240	26	a	a	DET
clogic-200238	240	27	survey	survey	NOUN
clogic-200238	240	28	,	,	PUNCT
clogic-200238	240	29	”	"	PUNCT
clogic-200238	240	30	arxiv	arxiv	NOUN
clogic-200238	240	31	,	,	PUNCT
clogic-200238	240	32	19	19	NUM
clogic-200238	240	33	september	september	PROPN
clogic-200238	240	34	2023	2023	NUM
clogic-200238	240	35	:	:	PUNCT
clogic-200238	241	1	https://arxiv.org/pdf/2309.07864.pdf	https://arxiv.org/pdf/2309.07864.pdf	X
clogic-200238	241	2	.	.	PUNCT
clogic-200238	242	1	42	42	NUM
clogic-200238	242	2	joon	joon	PROPN
clogic-200238	242	3	sung	sung	PROPN
clogic-200238	242	4	park	park	PROPN
clogic-200238	242	5	et	et	PROPN
clogic-200238	242	6	al	al	PROPN
clogic-200238	242	7	.	.	PROPN
clogic-200238	242	8	,	,	PUNCT
clogic-200238	242	9	“	"	PUNCT
clogic-200238	242	10	generative	generative	ADJ
clogic-200238	242	11	agents	agent	NOUN
clogic-200238	242	12	:	:	PUNCT
clogic-200238	242	13	interactive	interactive	ADJ
clogic-200238	242	14	simulacra	simulacrum	NOUN
clogic-200238	242	15	of	of	ADP
clogic-200238	242	16	human	human	ADJ
clogic-200238	242	17	behavior	behavior	NOUN
clogic-200238	242	18	,	,	PUNCT
clogic-200238	242	19	”	"	PUNCT
clogic-200238	242	20	arxiv	arxiv	PROPN
clogic-200238	242	21	6	6	NUM
clogic-200238	242	22	august	august	PROPN
clogic-200238	242	23	,	,	PUNCT
clogic-200238	242	24	2023	2023	NUM
clogic-200238	242	25	:	:	PUNCT
clogic-200238	243	1	https://arxiv.org/pdf/2304.03442.pdf	https://arxiv.org/pdf/2304.03442.pdf	PROPN
clogic-200238	243	2	.	.	PROPN
clogic-200238	243	3	43	43	NUM
clogic-200238	243	4	hegel	hegel	PROPN
clogic-200238	243	5	,	,	PUNCT
clogic-200238	243	6	quotes	quote	VERB
clogic-200238	243	7	in	in	ADP
clogic-200238	243	8	georg	georg	NOUN
clogic-200238	243	9	lukacs	lukac	NOUN
clogic-200238	243	10	,	,	PUNCT
clogic-200238	243	11	the	the	DET
clogic-200238	243	12	young	young	ADJ
clogic-200238	243	13	hegel	hegel	NOUN
clogic-200238	243	14	:	:	PUNCT
clogic-200238	243	15	studies	study	NOUN
clogic-200238	243	16	in	in	ADP
clogic-200238	243	17	the	the	DET
clogic-200238	243	18	relations	relation	NOUN
clogic-200238	243	19	between	between	ADP
clogic-200238	243	20	dialectics	dialectic	NOUN
clogic-200238	243	21	and	and	CCONJ
clogic-200238	243	22	economics	economic	NOUN
clogic-200238	243	23	tr	tr	VERB
clogic-200238	243	24	.	.	PUNCT
clogic-200238	244	1	rodney	rodney	PROPN
clogic-200238	244	2	livingstone	livingstone	PROPN
clogic-200238	244	3	(	(	PUNCT
clogic-200238	244	4	london	london	PROPN
clogic-200238	244	5	:	:	PUNCT
clogic-200238	244	6	merlin	merlin	PROPN
clogic-200238	244	7	press	press	PROPN
clogic-200238	244	8	,	,	PUNCT
clogic-200238	244	9	1975	1975	NUM
clogic-200238	244	10	)	)	PUNCT
clogic-200238	244	11	,	,	PUNCT
clogic-200238	244	12	333	333	NUM
clogic-200238	244	13	.	.	PUNCT
clogic-200238	245	1	44	44	NUM
clogic-200238	245	2	“	"	PUNCT
clogic-200238	245	3	through	through	ADP
clogic-200238	245	4	work	work	NOUN
clogic-200238	245	5	,	,	PUNCT
clogic-200238	245	6	the	the	DET
clogic-200238	245	7	bondsman	bondsman	NOUN
clogic-200238	245	8	[	[	X
clogic-200238	245	9	slave	slave	NOUN
clogic-200238	245	10	]	]	PUNCT
clogic-200238	245	11	becomes	become	VERB
clogic-200238	245	12	conscious	conscious	ADJ
clogic-200238	245	13	of	of	ADP
clogic-200238	245	14	what	what	PRON
clogic-200238	245	15	he	he	PRON
clogic-200238	245	16	truly	truly	ADV
clogic-200238	245	17	is	be	AUX
clogic-200238	245	18	[	[	X
clogic-200238	245	19	a	a	DET
clogic-200238	245	20	consciousness	consciousness	NOUN
clogic-200238	245	21	with	with	ADP
clogic-200238	245	22	certain	certain	ADJ
clogic-200238	245	23	powers	power	NOUN
clogic-200238	245	24	]	]	PUNCT
clogic-200238	245	25	…	…	PUNCT
clogic-200238	245	26	.	.	PUNCT
clogic-200238	246	1	through	through	ADP
clogic-200238	246	2	this	this	DET
clogic-200238	246	3	rediscovery	rediscovery	NOUN
clogic-200238	246	4	of	of	ADP
clogic-200238	246	5	himself	himself	PRON
clogic-200238	246	6	by	by	ADP
clogic-200238	246	7	himself	himself	PRON
clogic-200238	246	8	,	,	PUNCT
clogic-200238	246	9	the	the	DET
clogic-200238	246	10	bondsman	bondsman	NOUN
clogic-200238	246	11	realizes	realize	VERB
clogic-200238	246	12	that	that	SCONJ
clogic-200238	246	13	it	it	PRON
clogic-200238	246	14	is	be	AUX
clogic-200238	246	15	precisely	precisely	ADV
clogic-200238	246	16	in	in	ADP
clogic-200238	246	17	his	his	PRON
clogic-200238	246	18	work	work	NOUN
clogic-200238	246	19	wherein	wherein	SCONJ
clogic-200238	246	20	he	he	PRON
clogic-200238	246	21	seemed	seem	VERB
clogic-200238	246	22	to	to	PART
clogic-200238	246	23	have	have	VERB
clogic-200238	246	24	only	only	ADV
clogic-200238	246	25	an	an	DET
clogic-200238	246	26	alienated	alienated	ADJ
clogic-200238	246	27	existence	existence	NOUN
clogic-200238	246	28	that	that	SCONJ
clogic-200238	246	29	he	he	PRON
clogic-200238	246	30	acquires	acquire	VERB
clogic-200238	246	31	a	a	DET
clogic-200238	246	32	mind	mind	NOUN
clogic-200238	246	33	of	of	ADP
clogic-200238	246	34	his	his	PRON
clogic-200238	246	35	own	own	ADJ
clogic-200238	246	36	.	.	PUNCT
clogic-200238	246	37	”	"	PUNCT
clogic-200238	246	38	hegel	hegel	PROPN
clogic-200238	246	39	,	,	PUNCT
clogic-200238	246	40	the	the	DET
clogic-200238	246	41	phenomenology	phenomenology	NOUN
clogic-200238	246	42	of	of	ADP
clogic-200238	246	43	spirit	spirit	NOUN
clogic-200238	246	44	tr	tr	VERB
clogic-200238	246	45	.	.	PUNCT
clogic-200238	246	46	a.	a.	PROPN
clogic-200238	246	47	v.	v.	PROPN
clogic-200238	246	48	miller	miller	PROPN
clogic-200238	246	49	(	(	PUNCT
clogic-200238	246	50	oxford	oxford	PROPN
clogic-200238	246	51	:	:	PUNCT
clogic-200238	246	52	oxford	oxford	PROPN
clogic-200238	246	53	university	university	PROPN
clogic-200238	246	54	press	press	NOUN
clogic-200238	246	55	,	,	PUNCT
clogic-200238	246	56	1977	1977	NUM
clogic-200238	246	57	)	)	PUNCT
clogic-200238	246	58	,	,	PUNCT
clogic-200238	246	59	118	118	NUM
clogic-200238	246	60	-	-	SYM
clogic-200238	246	61	119	119	NUM
clogic-200238	246	62	.	.	PUNCT
clogic-200238	247	1	cultural	cultural	ADJ
clogic-200238	247	2	logic	logic	NOUN
clogic-200238	247	3	45	45	NUM
clogic-200238	247	4	ii	ii	NOUN
clogic-200238	247	5	…	…	PUNCT
clogic-200238	247	6	to	to	PART
clogic-200238	247	7	alienation	alienation	NOUN
clogic-200238	247	8	in	in	ADP
clogic-200238	247	9	hegelian	hegelian	ADJ
clogic-200238	247	10	alienation	alienation	NOUN
clogic-200238	247	11	,	,	PUNCT
clogic-200238	247	12	spirit	spirit	NOUN
clogic-200238	247	13	no	no	ADV
clogic-200238	247	14	longer	long	ADV
clogic-200238	247	15	recognizes	recognize	VERB
clogic-200238	247	16	itself	itself	PRON
clogic-200238	247	17	in	in	ADP
clogic-200238	247	18	the	the	DET
clogic-200238	247	19	thing	thing	NOUN
clogic-200238	247	20	which	which	PRON
clogic-200238	247	21	it	it	PRON
clogic-200238	247	22	has	have	VERB
clogic-200238	247	23	produced.45	produced.45	ADP
clogic-200238	247	24	this	this	PRON
clogic-200238	247	25	is	be	AUX
clogic-200238	247	26	because	because	SCONJ
clogic-200238	247	27	,	,	PUNCT
clogic-200238	247	28	marx	marx	PROPN
clogic-200238	247	29	argues	argue	VERB
clogic-200238	247	30	,	,	PUNCT
clogic-200238	247	31	capitalist	capitalist	ADJ
clogic-200238	247	32	relations	relation	NOUN
clogic-200238	247	33	of	of	ADP
clogic-200238	247	34	production	production	NOUN
clogic-200238	247	35	have	have	AUX
clogic-200238	247	36	separated	separate	VERB
clogic-200238	247	37	man	man	NOUN
clogic-200238	247	38	from	from	ADP
clogic-200238	247	39	the	the	DET
clogic-200238	247	40	fruits	fruit	NOUN
clogic-200238	247	41	of	of	ADP
clogic-200238	247	42	his	his	PRON
clogic-200238	247	43	labors	labor	NOUN
clogic-200238	247	44	in	in	ADP
clogic-200238	247	45	the	the	DET
clogic-200238	247	46	capitalist	capitalist	NOUN
clogic-200238	247	47	’s	’s	PART
clogic-200238	247	48	ownership	ownership	NOUN
clogic-200238	247	49	of	of	ADP
clogic-200238	247	50	private	private	ADJ
clogic-200238	247	51	property	property	NOUN
clogic-200238	247	52	.	.	PUNCT
clogic-200238	248	1	because	because	SCONJ
clogic-200238	248	2	the	the	DET
clogic-200238	248	3	products	product	NOUN
clogic-200238	248	4	that	that	PRON
clogic-200238	248	5	the	the	DET
clogic-200238	248	6	laborer	laborer	NOUN
clogic-200238	248	7	produces	produce	VERB
clogic-200238	248	8	are	be	AUX
clogic-200238	248	9	always	always	ADV
clogic-200238	248	10	already	already	ADV
clogic-200238	248	11	owned	own	VERB
clogic-200238	248	12	by	by	ADP
clogic-200238	248	13	the	the	DET
clogic-200238	248	14	capitalist	capitalist	NOUN
clogic-200238	248	15	,	,	PUNCT
clogic-200238	248	16	even	even	ADV
clogic-200238	248	17	before	before	SCONJ
clogic-200238	248	18	they	they	PRON
clogic-200238	248	19	exist	exist	VERB
clogic-200238	248	20	,	,	PUNCT
clogic-200238	248	21	they	they	PRON
clogic-200238	248	22	only	only	ADV
clogic-200238	248	23	ever	ever	ADV
clogic-200238	248	24	appear	appear	VERB
clogic-200238	248	25	to	to	ADP
clogic-200238	248	26	the	the	DET
clogic-200238	248	27	worker	worker	NOUN
clogic-200238	248	28	as	as	ADP
clogic-200238	248	29	alien	alien	ADJ
clogic-200238	248	30	things	thing	NOUN
clogic-200238	248	31	–	–	PUNCT
clogic-200238	248	32	crystalized	crystalize	VERB
clogic-200238	248	33	bits	bit	NOUN
clogic-200238	248	34	of	of	ADP
clogic-200238	248	35	alienation	alienation	NOUN
clogic-200238	248	36	in	in	ADP
clogic-200238	248	37	material	material	NOUN
clogic-200238	248	38	form	form	NOUN
clogic-200238	248	39	.	.	PUNCT
clogic-200238	249	1	for	for	ADP
clogic-200238	249	2	hegel	hegel	PROPN
clogic-200238	249	3	,	,	PUNCT
clogic-200238	249	4	the	the	DET
clogic-200238	249	5	objectification	objectification	NOUN
clogic-200238	249	6	of	of	ADP
clogic-200238	249	7	labor	labor	NOUN
clogic-200238	249	8	in	in	ADP
clogic-200238	249	9	an	an	DET
clogic-200238	249	10	artifact	artifact	NOUN
clogic-200238	249	11	which	which	PRON
clogic-200238	249	12	is	be	AUX
clogic-200238	249	13	used	use	VERB
clogic-200238	249	14	,	,	PUNCT
clogic-200238	249	15	enjoyed	enjoy	VERB
clogic-200238	249	16	,	,	PUNCT
clogic-200238	249	17	by	by	ADP
clogic-200238	249	18	someone	someone	PRON
clogic-200238	249	19	else	else	ADV
clogic-200238	249	20	is	be	AUX
clogic-200238	249	21	a	a	DET
clogic-200238	249	22	manifestation	manifestation	NOUN
clogic-200238	249	23	of	of	ADP
clogic-200238	249	24	alienation	alienation	NOUN
clogic-200238	249	25	.	.	PUNCT
clogic-200238	250	1	for	for	ADP
clogic-200238	250	2	marx	marx	PROPN
clogic-200238	250	3	,	,	PUNCT
clogic-200238	250	4	however	however	ADV
clogic-200238	250	5	,	,	PUNCT
clogic-200238	250	6	alienation	alienation	NOUN
clogic-200238	250	7	occurs	occur	VERB
clogic-200238	250	8	only	only	ADV
clogic-200238	250	9	when	when	SCONJ
clogic-200238	250	10	such	such	ADJ
clogic-200238	250	11	objectified	objectified	ADJ
clogic-200238	250	12	artifacts	artifact	NOUN
clogic-200238	250	13	are	be	AUX
clogic-200238	250	14	separated	separate	VERB
clogic-200238	250	15	by	by	ADP
clogic-200238	250	16	the	the	DET
clogic-200238	250	17	laborer	laborer	NOUN
clogic-200238	250	18	in	in	ADP
clogic-200238	250	19	the	the	DET
clogic-200238	250	20	wage	wage	NOUN
clogic-200238	250	21	relation	relation	NOUN
clogic-200238	250	22	.	.	PUNCT
clogic-200238	251	1	in	in	ADP
clogic-200238	251	2	simpler	simple	ADJ
clogic-200238	251	3	terms	term	NOUN
clogic-200238	251	4	,	,	PUNCT
clogic-200238	251	5	the	the	DET
clogic-200238	251	6	hegelian	hegelian	ADJ
clogic-200238	251	7	laborer	laborer	NOUN
clogic-200238	251	8	objectifies	objectify	VERB
clogic-200238	251	9	their	their	PRON
clogic-200238	251	10	knowledge	knowledge	NOUN
clogic-200238	251	11	in	in	ADP
clogic-200238	251	12	some	some	DET
clogic-200238	251	13	produced	produce	VERB
clogic-200238	251	14	artifact	artifact	NOUN
clogic-200238	251	15	which	which	PRON
clogic-200238	251	16	is	be	AUX
clogic-200238	251	17	given	give	VERB
clogic-200238	251	18	to	to	ADP
clogic-200238	251	19	others	other	NOUN
clogic-200238	251	20	to	to	PART
clogic-200238	251	21	freely	freely	ADV
clogic-200238	251	22	use	use	VERB
clogic-200238	251	23	;	;	PUNCT
clogic-200238	251	24	the	the	DET
clogic-200238	251	25	marxist	marxist	ADJ
clogic-200238	251	26	laborer	laborer	NOUN
clogic-200238	251	27	is	be	AUX
clogic-200238	251	28	alienated	alienate	VERB
clogic-200238	251	29	from	from	ADP
clogic-200238	251	30	their	their	PRON
clogic-200238	251	31	knowledge	knowledge	NOUN
clogic-200238	251	32	because	because	SCONJ
clogic-200238	251	33	it	it	PRON
clogic-200238	251	34	is	be	AUX
clogic-200238	251	35	bought	buy	VERB
clogic-200238	251	36	by	by	ADP
clogic-200238	251	37	a	a	DET
clogic-200238	251	38	capitalist	capitalist	NOUN
clogic-200238	251	39	in	in	ADP
clogic-200238	251	40	the	the	DET
clogic-200238	251	41	form	form	NOUN
clogic-200238	251	42	of	of	ADP
clogic-200238	251	43	a	a	DET
clogic-200238	251	44	wage	wage	NOUN
clogic-200238	251	45	.	.	PUNCT
clogic-200238	252	1	the	the	DET
clogic-200238	252	2	laborer	laborer	NOUN
clogic-200238	252	3	,	,	PUNCT
clogic-200238	252	4	for	for	ADP
clogic-200238	252	5	marx	marx	PROPN
clogic-200238	252	6	,	,	PUNCT
clogic-200238	252	7	is	be	AUX
clogic-200238	252	8	always	always	ADV
clogic-200238	252	9	already	already	ADV
clogic-200238	252	10	cut	cut	VERB
clogic-200238	252	11	off	off	ADP
clogic-200238	252	12	from	from	ADP
clogic-200238	252	13	the	the	DET
clogic-200238	252	14	products	product	NOUN
clogic-200238	252	15	of	of	ADP
clogic-200238	252	16	their	their	PRON
clogic-200238	252	17	labor	labor	NOUN
clogic-200238	252	18	because	because	SCONJ
clogic-200238	252	19	that	that	DET
clogic-200238	252	20	labor	labor	NOUN
clogic-200238	252	21	has	have	AUX
clogic-200238	252	22	itself	itself	PRON
clogic-200238	252	23	been	be	AUX
clogic-200238	252	24	bought	buy	VERB
clogic-200238	252	25	by	by	ADP
clogic-200238	252	26	someone	someone	PRON
clogic-200238	252	27	else.46	else.46	PROPN
clogic-200238	252	28	marx	marx	PROPN
clogic-200238	252	29	writes	write	VERB
clogic-200238	252	30	that	that	SCONJ
clogic-200238	252	31	in	in	ADP
clogic-200238	252	32	bourgeois	bourgeois	ADJ
clogic-200238	252	33	society	society	NOUN
clogic-200238	252	34	,	,	PUNCT
clogic-200238	252	35	the	the	DET
clogic-200238	252	36	laborer	laborer	NOUN
clogic-200238	252	37	is	be	AUX
clogic-200238	252	38	alienated	alienate	VERB
clogic-200238	252	39	in	in	ADP
clogic-200238	252	40	(	(	PUNCT
clogic-200238	252	41	at	at	ADP
clogic-200238	252	42	least	least	ADJ
clogic-200238	252	43	)	)	PUNCT
clogic-200238	252	44	four	four	NUM
clogic-200238	252	45	ways	way	NOUN
clogic-200238	252	46	,	,	PUNCT
clogic-200238	252	47	notes	note	VERB
clogic-200238	252	48	scholar	scholar	PROPN
clogic-200238	252	49	marcello	marcello	PROPN
clogic-200238	252	50	musto	musto	PROPN
clogic-200238	252	51	;	;	PUNCT
clogic-200238	252	52	(	(	PUNCT
clogic-200238	252	53	1	1	X
clogic-200238	252	54	)	)	PUNCT
clogic-200238	252	55	by	by	ADP
clogic-200238	252	56	the	the	DET
clogic-200238	252	57	product	product	NOUN
clogic-200238	252	58	of	of	ADP
clogic-200238	252	59	his	his	PRON
clogic-200238	252	60	labor	labor	NOUN
clogic-200238	252	61	,	,	PUNCT
clogic-200238	252	62	which	which	PRON
clogic-200238	252	63	becomes	become	VERB
clogic-200238	252	64	“	"	PUNCT
clogic-200238	252	65	an	an	DET
clogic-200238	252	66	alien	alien	ADJ
clogic-200238	252	67	object	object	NOUN
clogic-200238	252	68	that	that	PRON
clogic-200238	252	69	has	have	VERB
clogic-200238	252	70	power	power	NOUN
clogic-200238	252	71	over	over	ADP
clogic-200238	252	72	him	he	PRON
clogic-200238	252	73	”	"	PUNCT
clogic-200238	252	74	;	;	PUNCT
clogic-200238	252	75	(	(	PUNCT
clogic-200238	252	76	2	2	X
clogic-200238	252	77	)	)	PUNCT
clogic-200238	252	78	in	in	ADP
clogic-200238	252	79	his	his	PRON
clogic-200238	252	80	working	working	NOUN
clogic-200238	252	81	activity	activity	NOUN
clogic-200238	252	82	,	,	PUNCT
clogic-200238	252	83	which	which	PRON
clogic-200238	252	84	he	he	PRON
clogic-200238	252	85	perceives	perceive	VERB
clogic-200238	252	86	as	as	ADP
clogic-200238	252	87	“	"	PUNCT
clogic-200238	252	88	directed	direct	VERB
clogic-200238	252	89	against	against	ADP
clogic-200238	252	90	himself	himself	PRON
clogic-200238	252	91	,	,	PUNCT
clogic-200238	252	92	”	"	PUNCT
clogic-200238	252	93	as	as	SCONJ
clogic-200238	252	94	if	if	SCONJ
clogic-200238	252	95	it	it	PRON
clogic-200238	252	96	“	"	PUNCT
clogic-200238	252	97	does	do	AUX
clogic-200238	252	98	not	not	PART
clogic-200238	252	99	belong	belong	VERB
clogic-200238	252	100	to	to	ADP
clogic-200238	252	101	him	he	PRON
clogic-200238	252	102	”	"	PUNCT
clogic-200238	252	103	;	;	PUNCT
clogic-200238	252	104	(	(	PUNCT
clogic-200238	252	105	3	3	X
clogic-200238	252	106	)	)	PUNCT
clogic-200238	252	107	by	by	ADP
clogic-200238	252	108	“	"	PUNCT
clogic-200238	252	109	man	man	NOUN
clogic-200238	252	110	’s	’s	PART
clogic-200238	252	111	species	species	NOUN
clogic-200238	252	112	-	-	PUNCT
clogic-200238	252	113	being	being	NOUN
clogic-200238	252	114	,	,	PUNCT
clogic-200238	252	115	”	"	PUNCT
clogic-200238	252	116	which	which	PRON
clogic-200238	252	117	is	be	AUX
clogic-200238	252	118	transformed	transform	VERB
clogic-200238	252	119	into	into	ADP
clogic-200238	252	120	“	"	PUNCT
clogic-200238	252	121	a	a	DET
clogic-200238	252	122	being	be	AUX
clogic-200238	252	123	alien	alien	ADJ
clogic-200238	252	124	to	to	ADP
clogic-200238	252	125	him	he	PRON
clogic-200238	252	126	”	"	PUNCT
clogic-200238	252	127	;	;	PUNCT
clogic-200238	252	128	and	and	CCONJ
clogic-200238	252	129	(	(	PUNCT
clogic-200238	252	130	4	4	X
clogic-200238	252	131	)	)	PUNCT
clogic-200238	252	132	by	by	ADP
clogic-200238	252	133	other	other	ADJ
clogic-200238	252	134	human	human	ADJ
clogic-200238	252	135	beings	being	NOUN
clogic-200238	252	136	,	,	PUNCT
clogic-200238	252	137	and	and	CCONJ
clogic-200238	252	138	in	in	ADP
clogic-200238	252	139	relation	relation	NOUN
clogic-200238	252	140	“	"	PUNCT
clogic-200238	252	141	to	to	ADP
clogic-200238	252	142	their	their	PRON
clogic-200238	252	143	labor	labor	NOUN
clogic-200238	252	144	and	and	CCONJ
clogic-200238	252	145	the	the	DET
clogic-200238	252	146	object	object	NOUN
clogic-200238	252	147	of	of	ADP
clogic-200238	252	148	the	the	DET
clogic-200238	252	149	labor	labor	NOUN
clogic-200238	252	150	.	.	PUNCT
clogic-200238	253	1	”47	”47	PROPN
clogic-200238	253	2	machinery	machinery	NOUN
clogic-200238	253	3	,	,	PUNCT
clogic-200238	253	4	marx	marx	PROPN
clogic-200238	253	5	writes	write	VERB
clogic-200238	253	6	in	in	ADP
clogic-200238	253	7	the	the	DET
clogic-200238	253	8	grundrisse	grundrisse	NOUN
clogic-200238	253	9	,	,	PUNCT
clogic-200238	253	10	confronts	confront	VERB
clogic-200238	253	11	the	the	DET
clogic-200238	253	12	worker	worker	NOUN
clogic-200238	253	13	as	as	ADP
clogic-200238	253	14	an	an	DET
clogic-200238	253	15	alien	alien	ADJ
clogic-200238	253	16	thing	thing	NOUN
clogic-200238	253	17	,	,	PUNCT
clogic-200238	253	18	a	a	DET
clogic-200238	253	19	calcified	calcify	VERB
clogic-200238	253	20	objectified	objectified	ADJ
clogic-200238	253	21	piece	piece	NOUN
clogic-200238	253	22	of	of	ADP
clogic-200238	253	23	knowledge	knowledge	NOUN
clogic-200238	253	24	which	which	PRON
clogic-200238	253	25	was	be	AUX
clogic-200238	253	26	once	once	ADV
clogic-200238	253	27	in	in	ADP
clogic-200238	253	28	the	the	DET
clogic-200238	253	29	mind	mind	NOUN
clogic-200238	253	30	of	of	ADP
clogic-200238	253	31	another	another	DET
clogic-200238	253	32	worker	worker	NOUN
clogic-200238	253	33	,	,	PUNCT
clogic-200238	253	34	now	now	ADV
clogic-200238	253	35	an	an	DET
clogic-200238	253	36	independent	independent	ADJ
clogic-200238	253	37	material	material	NOUN
clogic-200238	253	38	entity.48	entity.48	PROPN
clogic-200238	253	39	in	in	ADP
clogic-200238	253	40	a	a	DET
clogic-200238	253	41	sense	sense	NOUN
clogic-200238	253	42	,	,	PUNCT
clogic-200238	253	43	machinery	machinery	NOUN
clogic-200238	253	44	is	be	AUX
clogic-200238	253	45	a	a	DET
clogic-200238	253	46	privatization	privatization	NOUN
clogic-200238	253	47	and	and	CCONJ
clogic-200238	253	48	commodification	commodification	NOUN
clogic-200238	253	49	of	of	ADP
clogic-200238	253	50	what	what	PRON
clogic-200238	253	51	marx	marx	PROPN
clogic-200238	253	52	called	call	VERB
clogic-200238	253	53	the	the	DET
clogic-200238	253	54	general	general	ADJ
clogic-200238	253	55	intellect	intellect	NOUN
clogic-200238	253	56	–	–	PUNCT
clogic-200238	253	57	the	the	DET
clogic-200238	253	58	free	free	ADJ
clogic-200238	253	59	social	social	ADJ
clogic-200238	253	60	commons	common	NOUN
clogic-200238	253	61	of	of	ADP
clogic-200238	253	62	scientific	scientific	ADJ
clogic-200238	253	63	and	and	CCONJ
clogic-200238	253	64	social	social	ADJ
clogic-200238	253	65	discourse	discourse	NOUN
clogic-200238	253	66	.	.	PUNCT
clogic-200238	254	1	although	although	SCONJ
clogic-200238	254	2	particular	particular	ADJ
clogic-200238	254	3	inventions	invention	NOUN
clogic-200238	254	4	and	and	CCONJ
clogic-200238	254	5	could	could	AUX
clogic-200238	254	6	be	be	AUX
clogic-200238	254	7	commodified	commodified	ADJ
clogic-200238	254	8	,	,	PUNCT
clogic-200238	254	9	never	never	ADV
clogic-200238	254	10	did	do	AUX
clogic-200238	254	11	marx	marx	PROPN
clogic-200238	254	12	think	think	VERB
clogic-200238	254	13	that	that	SCONJ
clogic-200238	254	14	the	the	DET
clogic-200238	254	15	entire	entire	ADJ
clogic-200238	254	16	commons	common	NOUN
clogic-200238	254	17	could	could	AUX
clogic-200238	254	18	itself	itself	PRON
clogic-200238	254	19	be	be	AUX
clogic-200238	254	20	privatized	privatize	VERB
clogic-200238	254	21	.	.	PUNCT
clogic-200238	255	1	as	as	SCONJ
clogic-200238	255	2	slavoj	slavoj	PROPN
clogic-200238	255	3	žižek	žižek	VERB
clogic-200238	255	4	as	as	SCONJ
clogic-200238	255	5	pointed	point	VERB
clogic-200238	255	6	out	out	ADP
clogic-200238	255	7	,	,	PUNCT
clogic-200238	255	8	this	this	PRON
clogic-200238	255	9	is	be	AUX
clogic-200238	255	10	exactly	exactly	ADV
clogic-200238	255	11	the	the	DET
clogic-200238	255	12	situation	situation	NOUN
clogic-200238	255	13	with	with	ADP
clogic-200238	255	14	facebook	facebook	PROPN
clogic-200238	255	15	,	,	PUNCT
clogic-200238	255	16	microsoft	microsoft	PROPN
clogic-200238	255	17	,	,	PUNCT
clogic-200238	255	18	and	and	CCONJ
clogic-200238	255	19	x	x	X
clogic-200238	255	20	(	(	PUNCT
clogic-200238	255	21	formerly	formerly	ADV
clogic-200238	255	22	twitter	twitter	NOUN
clogic-200238	255	23	):	):	PUNCT
clogic-200238	255	24	our	our	PRON
clogic-200238	255	25	commons	common	NOUN
clogic-200238	255	26	of	of	ADP
clogic-200238	255	27	social	social	ADJ
clogic-200238	255	28	discourse	discourse	NOUN
clogic-200238	255	29	is	be	AUX
clogic-200238	255	30	being	be	AUX
clogic-200238	255	31	rented	rent	VERB
clogic-200238	255	32	to	to	ADP
clogic-200238	255	33	us	we	PRON
clogic-200238	255	34	.	.	PUNCT
clogic-200238	256	1	49	49	NUM
clogic-200238	256	2	in	in	ADP
clogic-200238	256	3	order	order	NOUN
clogic-200238	256	4	to	to	PART
clogic-200238	256	5	participate	participate	VERB
clogic-200238	256	6	,	,	PUNCT
clogic-200238	256	7	we	we	PRON
clogic-200238	256	8	must	must	AUX
clogic-200238	256	9	buy	buy	VERB
clogic-200238	256	10	smartphones	smartphone	NOUN
clogic-200238	256	11	or	or	CCONJ
clogic-200238	256	12	computers	computer	NOUN
clogic-200238	256	13	,	,	PUNCT
clogic-200238	256	14	and	and	CCONJ
clogic-200238	256	15	we	we	PRON
clogic-200238	256	16	must	must	AUX
clogic-200238	256	17	pay	pay	VERB
clogic-200238	256	18	rent	rent	NOUN
clogic-200238	256	19	back	back	ADV
clogic-200238	256	20	to	to	ADP
clogic-200238	256	21	these	these	DET
clogic-200238	256	22	companies	company	NOUN
clogic-200238	256	23	for	for	ADP
clogic-200238	256	24	access	access	NOUN
clogic-200238	256	25	:	:	PUNCT
clogic-200238	256	26	rent	rent	NOUN
clogic-200238	256	27	in	in	ADP
clogic-200238	256	28	the	the	DET
clogic-200238	256	29	form	form	NOUN
clogic-200238	256	30	of	of	ADP
clogic-200238	256	31	literal	literal	ADJ
clogic-200238	256	32	money	money	NOUN
clogic-200238	256	33	payments	payment	NOUN
clogic-200238	256	34	or	or	CCONJ
clogic-200238	256	35	rent	rent	NOUN
clogic-200238	256	36	in	in	ADP
clogic-200238	256	37	the	the	DET
clogic-200238	256	38	form	form	NOUN
clogic-200238	256	39	of	of	ADP
clogic-200238	256	40	information	information	NOUN
clogic-200238	256	41	,	,	PUNCT
clogic-200238	256	42	our	our	PRON
clogic-200238	256	43	personal	personal	ADJ
clogic-200238	256	44	data	datum	NOUN
clogic-200238	256	45	.	.	PUNCT
clogic-200238	257	1	45	45	NUM
clogic-200238	257	2	louis	louis	PROPN
clogic-200238	257	3	dupre	dupre	PROPN
clogic-200238	257	4	,	,	PUNCT
clogic-200238	257	5	“	"	PUNCT
clogic-200238	257	6	hegel	hegel	PROPN
clogic-200238	257	7	’s	’s	PART
clogic-200238	257	8	concept	concept	NOUN
clogic-200238	257	9	of	of	ADP
clogic-200238	257	10	alienation	alienation	NOUN
clogic-200238	257	11	and	and	CCONJ
clogic-200238	257	12	marx	marx	PROPN
clogic-200238	257	13	’s	’s	PART
clogic-200238	257	14	reinterpretation	reinterpretation	NOUN
clogic-200238	257	15	,	,	PUNCT
clogic-200238	257	16	”	"	PUNCT
clogic-200238	257	17	hegel	hegel	PROPN
clogic-200238	257	18	-	-	PUNCT
clogic-200238	257	19	studien	studien	PROPN
clogic-200238	257	20	7	7	NUM
clogic-200238	257	21	(	(	PUNCT
clogic-200238	257	22	1972	1972	NUM
clogic-200238	257	23	):	):	PUNCT
clogic-200238	257	24	217	217	NUM
clogic-200238	257	25	-	-	SYM
clogic-200238	257	26	236	236	NUM
clogic-200238	257	27	,	,	PUNCT
clogic-200238	257	28	220	220	NUM
clogic-200238	257	29	.	.	NOUN
clogic-200238	257	30	46	46	NUM
clogic-200238	257	31	“	"	PUNCT
clogic-200238	257	32	marx	marx	PROPN
clogic-200238	257	33	…	…	PUNCT
clogic-200238	257	34	distinguishes	distinguish	VERB
clogic-200238	257	35	sharply	sharply	ADV
clogic-200238	257	36	between	between	ADP
clogic-200238	257	37	objectification	objectification	NOUN
clogic-200238	257	38	in	in	ADP
clogic-200238	257	39	work	work	NOUN
clogic-200238	257	40	in	in	ADP
clogic-200238	257	41	general	general	ADJ
clogic-200238	257	42	and	and	CCONJ
clogic-200238	257	43	the	the	DET
clogic-200238	257	44	alienation	alienation	NOUN
clogic-200238	257	45	of	of	ADP
clogic-200238	257	46	subject	subject	NOUN
clogic-200238	257	47	and	and	CCONJ
clogic-200238	257	48	object	object	NOUN
clogic-200238	257	49	in	in	ADP
clogic-200238	257	50	the	the	DET
clogic-200238	257	51	capitalist	capitalist	ADJ
clogic-200238	257	52	form	form	NOUN
clogic-200238	257	53	of	of	ADP
clogic-200238	257	54	work	work	NOUN
clogic-200238	257	55	,	,	PUNCT
clogic-200238	257	56	”	"	PUNCT
clogic-200238	257	57	lukacs	lukac	NOUN
clogic-200238	257	58	,	,	PUNCT
clogic-200238	257	59	552	552	NUM
clogic-200238	257	60	.	.	PUNCT
clogic-200238	258	1	47	47	NUM
clogic-200238	258	2	marcello	marcello	PROPN
clogic-200238	258	3	musto	musto	PROPN
clogic-200238	258	4	,	,	PUNCT
clogic-200238	258	5	“	"	PUNCT
clogic-200238	258	6	for	for	ADP
clogic-200238	258	7	karl	karl	PROPN
clogic-200238	258	8	marx	marx	PROPN
clogic-200238	258	9	,	,	PUNCT
clogic-200238	258	10	alienation	alienation	NOUN
clogic-200238	258	11	was	be	AUX
clogic-200238	258	12	central	central	ADJ
clogic-200238	258	13	to	to	ADP
clogic-200238	258	14	understanding	understand	VERB
clogic-200238	258	15	capitalism	capitalism	NOUN
clogic-200238	258	16	,	,	PUNCT
clogic-200238	258	17	”	"	PUNCT
clogic-200238	258	18	jacobin	jacobin	PROPN
clogic-200238	258	19	18	18	NUM
clogic-200238	258	20	,	,	PUNCT
clogic-200238	258	21	december	december	PROPN
clogic-200238	258	22	,	,	PUNCT
clogic-200238	258	23	2021	2021	NUM
clogic-200238	258	24	,	,	PUNCT
clogic-200238	258	25	available	available	ADJ
clogic-200238	258	26	at	at	ADP
clogic-200238	258	27	:	:	PUNCT
clogic-200238	258	28	https://jacobin.com/2021/12/alienation-reification-commodity-fetishism-philosophy-capitalism	https://jacobin.com/2021/12/alienation-reification-commodity-fetishism-philosophy-capitalism	PROPN
clogic-200238	258	29	.	.	PUNCT
clogic-200238	259	1	48	48	NUM
clogic-200238	259	2	marx	marx	PROPN
clogic-200238	259	3	,	,	PUNCT
clogic-200238	259	4	grundrisse	grundrisse	NOUN
clogic-200238	259	5	,	,	PUNCT
clogic-200238	259	6	695	695	NUM
clogic-200238	259	7	.	.	X
clogic-200238	259	8	49	49	NUM
clogic-200238	259	9	slavoj	slavoj	PROPN
clogic-200238	259	10	žižek	žižek	PROPN
clogic-200238	259	11	,	,	PUNCT
clogic-200238	259	12	the	the	DET
clogic-200238	259	13	relevance	relevance	NOUN
clogic-200238	259	14	of	of	ADP
clogic-200238	259	15	the	the	DET
clogic-200238	259	16	communist	communist	ADJ
clogic-200238	259	17	manifesto	manifesto	NOUN
clogic-200238	259	18	(	(	PUNCT
clogic-200238	259	19	cambridge	cambridge	NOUN
clogic-200238	259	20	:	:	PUNCT
clogic-200238	259	21	polity	polity	NOUN
clogic-200238	259	22	press	press	NOUN
clogic-200238	259	23	,	,	PUNCT
clogic-200238	259	24	2019	2019	NUM
clogic-200238	259	25	)	)	PUNCT
clogic-200238	259	26	,	,	PUNCT
clogic-200238	259	27	5	5	NUM
clogic-200238	259	28	-	-	SYM
clogic-200238	259	29	7	7	NUM
clogic-200238	259	30	.	.	PUNCT
clogic-200238	260	1	more	more	ADJ
clogic-200238	260	2	46	46	NUM
clogic-200238	260	3	5	5	NUM
clogic-200238	260	4	.	.	PUNCT
clogic-200238	261	1	conclusion	conclusion	VERB
clogic-200238	261	2	artificial	artificial	ADJ
clogic-200238	261	3	intelligence	intelligence	NOUN
clogic-200238	261	4	is	be	AUX
clogic-200238	261	5	not	not	PART
clogic-200238	261	6	a	a	DET
clogic-200238	261	7	mysterious	mysterious	ADJ
clogic-200238	261	8	,	,	PUNCT
clogic-200238	261	9	mystical	mystical	ADJ
clogic-200238	261	10	black	black	ADJ
clogic-200238	261	11	box	box	PROPN
clogic-200238	261	12	–	–	PUNCT
clogic-200238	261	13	far	far	ADV
clogic-200238	261	14	from	from	ADP
clogic-200238	261	15	it	it	PRON
clogic-200238	261	16	.	.	PUNCT
clogic-200238	262	1	ai	ai	VERB
clogic-200238	262	2	is	be	AUX
clogic-200238	262	3	a	a	DET
clogic-200238	262	4	complex	complex	ADJ
clogic-200238	262	5	social	social	ADJ
clogic-200238	262	6	phenomenon	phenomenon	NOUN
clogic-200238	262	7	,	,	PUNCT
clogic-200238	262	8	only	only	ADV
clogic-200238	262	9	achievable	achievable	ADJ
clogic-200238	262	10	because	because	SCONJ
clogic-200238	262	11	of	of	ADP
clogic-200238	262	12	mass	mass	ADJ
clogic-200238	262	13	industrialization	industrialization	NOUN
clogic-200238	262	14	and	and	CCONJ
clogic-200238	262	15	global	global	ADJ
clogic-200238	262	16	labor	labor	NOUN
clogic-200238	262	17	disparity	disparity	NOUN
clogic-200238	262	18	.	.	PUNCT
clogic-200238	263	1	by	by	ADP
clogic-200238	263	2	reading	read	VERB
clogic-200238	263	3	this	this	DET
clogic-200238	263	4	phenomenon	phenomenon	NOUN
clogic-200238	263	5	through	through	ADP
clogic-200238	263	6	marxist	marxist	ADJ
clogic-200238	263	7	theory	theory	NOUN
clogic-200238	263	8	,	,	PUNCT
clogic-200238	263	9	we	we	PRON
clogic-200238	263	10	are	be	AUX
clogic-200238	263	11	able	able	ADJ
clogic-200238	263	12	to	to	PART
clogic-200238	263	13	understand	understand	VERB
clogic-200238	263	14	the	the	DET
clogic-200238	263	15	concrete	concrete	ADJ
clogic-200238	263	16	social	social	ADJ
clogic-200238	263	17	reality	reality	NOUN
clogic-200238	263	18	that	that	SCONJ
clogic-200238	263	19	the	the	DET
clogic-200238	263	20	fetishized	fetishized	ADJ
clogic-200238	263	21	sheen	sheen	NOUN
clogic-200238	263	22	of	of	ADP
clogic-200238	263	23	ai	ai	PRON
clogic-200238	263	24	hides	hide	NOUN
clogic-200238	263	25	.	.	PUNCT
clogic-200238	264	1	machines	machine	NOUN
clogic-200238	264	2	,	,	PUNCT
clogic-200238	264	3	at	at	ADP
clogic-200238	264	4	their	their	PRON
clogic-200238	264	5	best	good	ADJ
clogic-200238	264	6	,	,	PUNCT
clogic-200238	264	7	aim	aim	VERB
clogic-200238	264	8	at	at	ADP
clogic-200238	264	9	replicating	replicate	VERB
clogic-200238	264	10	human	human	ADJ
clogic-200238	264	11	behavior	behavior	NOUN
clogic-200238	264	12	–	–	PUNCT
clogic-200238	264	13	and	and	CCONJ
clogic-200238	264	14	ai	ai	INTJ
clogic-200238	264	15	is	be	AUX
clogic-200238	264	16	only	only	ADV
clogic-200238	264	17	a	a	DET
clogic-200238	264	18	more	more	ADV
clogic-200238	264	19	effective	effective	ADJ
clogic-200238	264	20	type	type	NOUN
clogic-200238	264	21	of	of	ADP
clogic-200238	264	22	this	this	DET
clogic-200238	264	23	generic	generic	ADJ
clogic-200238	264	24	paradigm	paradigm	NOUN
clogic-200238	264	25	of	of	ADP
clogic-200238	264	26	machinery	machinery	NOUN
clogic-200238	264	27	.	.	PUNCT
clogic-200238	265	1	without	without	ADP
clogic-200238	265	2	an	an	DET
clogic-200238	265	3	understanding	understanding	NOUN
clogic-200238	265	4	of	of	ADP
clogic-200238	265	5	how	how	SCONJ
clogic-200238	265	6	a	a	DET
clogic-200238	265	7	machine	machine	NOUN
clogic-200238	265	8	or	or	CCONJ
clogic-200238	265	9	machine	machine	NOUN
clogic-200238	265	10	learning	learn	VERB
clogic-200238	265	11	model	model	NOUN
clogic-200238	265	12	functions	function	NOUN
clogic-200238	265	13	,	,	PUNCT
clogic-200238	265	14	how	how	SCONJ
clogic-200238	265	15	much	much	ADJ
clogic-200238	265	16	data	datum	NOUN
clogic-200238	265	17	it	it	PRON
clogic-200238	265	18	needs	need	VERB
clogic-200238	265	19	,	,	PUNCT
clogic-200238	265	20	who	who	PRON
clogic-200238	265	21	is	be	AUX
clogic-200238	265	22	annotating	annotate	VERB
clogic-200238	265	23	that	that	DET
clogic-200238	265	24	data	datum	NOUN
clogic-200238	265	25	,	,	PUNCT
clogic-200238	265	26	theorists	theorist	NOUN
clogic-200238	265	27	may	may	AUX
clogic-200238	265	28	not	not	PART
clogic-200238	265	29	understand	understand	VERB
clogic-200238	265	30	that	that	SCONJ
clogic-200238	265	31	the	the	DET
clogic-200238	265	32	world	world	NOUN
clogic-200238	265	33	is	be	AUX
clogic-200238	265	34	deeper	deep	ADJ
clogic-200238	265	35	than	than	ADP
clogic-200238	265	36	the	the	DET
clogic-200238	265	37	enduser	enduser	NOUN
clogic-200238	265	38	’s	’s	PART
clogic-200238	265	39	computer	computer	NOUN
clogic-200238	265	40	screen	screen	NOUN
clogic-200238	265	41	.	.	PUNCT
clogic-200238	266	1	author	author	NOUN
clogic-200238	266	2	cameron	cameron	PROPN
clogic-200238	266	3	more	more	ADV
clogic-200238	266	4	is	be	AUX
clogic-200238	266	5	an	an	DET
clogic-200238	266	6	independent	independent	ADJ
clogic-200238	266	7	researcher	researcher	NOUN
clogic-200238	266	8	based	base	VERB
clogic-200238	266	9	in	in	ADP
clogic-200238	266	10	buffalo	buffalo	PROPN
clogic-200238	266	11	,	,	PUNCT
clogic-200238	266	12	ny	ny	PROPN
clogic-200238	266	13	.	.	PUNCT
clogic-200238	267	1	he	he	PRON
clogic-200238	267	2	graduated	graduate	VERB
clogic-200238	267	3	with	with	ADP
clogic-200238	267	4	a	a	DET
clogic-200238	267	5	master	master	NOUN
clogic-200238	267	6	’s	’s	PART
clogic-200238	267	7	degree	degree	NOUN
clogic-200238	267	8	in	in	ADP
clogic-200238	267	9	philosophy	philosophy	NOUN
clogic-200238	267	10	from	from	ADP
clogic-200238	267	11	the	the	DET
clogic-200238	267	12	state	state	NOUN
clogic-200238	267	13	university	university	PROPN
clogic-200238	267	14	of	of	ADP
clogic-200238	267	15	new	new	PROPN
clogic-200238	267	16	york	york	PROPN
clogic-200238	267	17	at	at	ADP
clogic-200238	267	18	buffalo	buffalo	PROPN
clogic-200238	267	19	and	and	CCONJ
clogic-200238	267	20	works	work	VERB
clogic-200238	267	21	professionally	professionally	ADV
clogic-200238	267	22	as	as	ADP
clogic-200238	267	23	an	an	DET
clogic-200238	267	24	applied	applied	ADJ
clogic-200238	267	25	ontologist	ontologist	NOUN
clogic-200238	267	26	.	.	PUNCT
clogic-200238	268	1	his	his	PRON
clogic-200238	268	2	work	work	NOUN
clogic-200238	268	3	focuses	focus	VERB
clogic-200238	268	4	on	on	ADP
clogic-200238	268	5	sigmund	sigmund	PROPN
clogic-200238	268	6	freud	freud	PROPN
clogic-200238	268	7	,	,	PUNCT
clogic-200238	268	8	german	german	ADJ
clogic-200238	268	9	idealism	idealism	NOUN
clogic-200238	268	10	,	,	PUNCT
clogic-200238	268	11	martin	martin	PROPN
clogic-200238	268	12	heidegger	heidegger	PROPN
clogic-200238	268	13	,	,	PUNCT
clogic-200238	268	14	and	and	CCONJ
clogic-200238	268	15	continental	continental	ADJ
clogic-200238	268	16	philosophy	philosophy	NOUN
clogic-200238	268	17	generally	generally	ADV
clogic-200238	268	18	.	.	PUNCT
clogic-200238	269	1	since	since	SCONJ
clogic-200238	269	2	1997	1997	NUM
clogic-200238	269	3	issn	issn	PROPN
clogic-200238	269	4	1097	1097	NUM
clogic-200238	269	5	-	-	SYM
clogic-200238	269	6	3087	3087	NUM
clogic-200238	269	7	https://ojs.library.ubc.ca/index.php/clogic/index	https://ojs.library.ubc.ca/index.php/clogic/index	NOUN
clogic-200238	269	8	editors	editor	NOUN
clogic-200238	269	9	rich	rich	ADJ
clogic-200238	269	10	gibson	gibson	PROPN
clogic-200238	269	11	san	san	PROPN
clogic-200238	269	12	diego	diego	PROPN
clogic-200238	269	13	state	state	PROPN
clogic-200238	269	14	university	university	PROPN
clogic-200238	269	15	martha	martha	PROPN
clogic-200238	269	16	gimenez	gimenez	PROPN
clogic-200238	269	17	university	university	PROPN
clogic-200238	269	18	of	of	ADP
clogic-200238	269	19	colorado	colorado	PROPN
clogic-200238	269	20	(	(	PUNCT
clogic-200238	269	21	retired	retire	VERB
clogic-200238	269	22	)	)	PUNCT
clogic-200238	269	23	gregory	gregory	PROPN
clogic-200238	269	24	meyerson	meyerson	PROPN
clogic-200238	269	25	north	north	PROPN
clogic-200238	269	26	carolina	carolina	PROPN
clogic-200238	269	27	a&t	a&t	PROPN
clogic-200238	269	28	state	state	PROPN
clogic-200238	269	29	university	university	PROPN
clogic-200238	269	30	joseph	joseph	PROPN
clogic-200238	269	31	g.	g.	PROPN
clogic-200238	269	32	ramsey	ramsey	PROPN
clogic-200238	269	33	university	university	PROPN
clogic-200238	269	34	of	of	ADP
clogic-200238	269	35	massachusetts	massachusetts	PROPN
clogic-200238	269	36	boston	boston	PROPN
clogic-200238	269	37	e.	e.	PROPN
clogic-200238	269	38	wayne	wayne	PROPN
clogic-200238	269	39	ross	ross	PROPN
clogic-200238	269	40	university	university	PROPN
clogic-200238	269	41	of	of	ADP
clogic-200238	269	42	british	british	PROPN
clogic-200238	269	43	columbia	columbia	PROPN
clogic-200238	269	44	david	david	PROPN
clogic-200238	269	45	siar	siar	PROPN
clogic-200238	269	46	winston	winston	PROPN
clogic-200238	269	47	-	-	PUNCT
clogic-200238	269	48	salem	salem	PROPN
clogic-200238	269	49	state	state	NOUN
clogic-200238	269	50	university	university	PROPN
clogic-200238	269	51	(	(	PUNCT
clogic-200238	269	52	retired	retire	VERB
clogic-200238	269	53	)	)	PUNCT
clogic-200238	269	54	advisory	advisory	ADJ
clogic-200238	269	55	group	group	NOUN
clogic-200238	269	56	robert	robert	PROPN
clogic-200238	269	57	albritton	albritton	PROPN
clogic-200238	269	58	,	,	PUNCT
clogic-200238	269	59	york	york	PROPN
clogic-200238	269	60	university	university	PROPN
clogic-200238	269	61	,	,	PUNCT
clogic-200238	269	62	canada	canada	PROPN
clogic-200238	269	63	theodore	theodore	PROPN
clogic-200238	269	64	w.	w.	PROPN
clogic-200238	269	65	allen	allen	PROPN
clogic-200238	269	66	,	,	PUNCT
clogic-200238	269	67	brooklyn	brooklyn	PROPN
clogic-200238	269	68	public	public	PROPN
clogic-200238	269	69	library	library	NOUN
clogic-200238	269	70	(	(	PUNCT
clogic-200238	269	71	1919	1919	NUM
clogic-200238	269	72	2005	2005	NUM
clogic-200238	269	73	)	)	PUNCT
clogic-200238	269	74	crystal	crystal	NOUN
clogic-200238	269	75	bartolovich	bartolovich	PROPN
clogic-200238	269	76	,	,	PUNCT
clogic-200238	269	77	syracuse	syracuse	PROPN
clogic-200238	269	78	university	university	PROPN
clogic-200238	269	79	rosalyn	rosalyn	PROPN
clogic-200238	269	80	baxandall	baxandall	PROPN
clogic-200238	269	81	,	,	PUNCT
clogic-200238	269	82	state	state	PROPN
clogic-200238	269	83	university	university	PROPN
clogic-200238	269	84	of	of	ADP
clogic-200238	269	85	new	new	PROPN
clogic-200238	269	86	york	york	PROPN
clogic-200238	269	87	,	,	PUNCT
clogic-200238	269	88	old	old	ADJ
clogic-200238	269	89	westbury	westbury	NOUN
clogic-200238	269	90	vladimir	vladimir	PROPN
clogic-200238	269	91	bilenkin	bilenkin	PROPN
clogic-200238	269	92	,	,	PUNCT
clogic-200238	269	93	north	north	PROPN
clogic-200238	269	94	carolina	carolina	PROPN
clogic-200238	269	95	state	state	PROPN
clogic-200238	269	96	university	university	PROPN
clogic-200238	269	97	jamie	jamie	PROPN
clogic-200238	269	98	owen	owen	PROPN
clogic-200238	269	99	daniel	daniel	PROPN
clogic-200238	269	100	,	,	PUNCT
clogic-200238	269	101	director	director	NOUN
clogic-200238	269	102	of	of	ADP
clogic-200238	269	103	organizing	organizing	NOUN
clogic-200238	269	104	,	,	PUNCT
clogic-200238	269	105	upi	upi	PROPN
clogic-200238	269	106	local	local	ADJ
clogic-200238	269	107	4100	4100	NUM
clogic-200238	269	108	,	,	PUNCT
clogic-200238	269	109	ift	ift	NOUN
clogic-200238	269	110	/	/	SYM
clogic-200238	269	111	aft	aft	PROPN
clogic-200238	269	112	/	/	SYM
clogic-200238	269	113	afl	afl	PROPN
clogic-200238	269	114	-	-	PUNCT
clogic-200238	269	115	cio	cio	PROPN
clogic-200238	269	116	anthony	anthony	PROPN
clogic-200238	269	117	dawahare	dawahare	PROPN
clogic-200238	269	118	,	,	PUNCT
clogic-200238	269	119	california	california	PROPN
clogic-200238	269	120	state	state	PROPN
clogic-200238	269	121	university	university	PROPN
clogic-200238	269	122	,	,	PUNCT
clogic-200238	269	123	northridge	northridge	PROPN
clogic-200238	269	124	greg	greg	PROPN
clogic-200238	269	125	dawes	dawes	PROPN
clogic-200238	269	126	,	,	PUNCT
clogic-200238	269	127	north	north	PROPN
clogic-200238	269	128	carolina	carolina	PROPN
clogic-200238	269	129	state	state	PROPN
clogic-200238	269	130	university	university	PROPN
clogic-200238	269	131	teresa	teresa	PROPN
clogic-200238	269	132	l.	l.	PROPN
clogic-200238	269	133	ebert	ebert	PROPN
clogic-200238	269	134	,	,	PUNCT
clogic-200238	269	135	state	state	PROPN
clogic-200238	269	136	university	university	PROPN
clogic-200238	269	137	of	of	ADP
clogic-200238	269	138	new	new	PROPN
clogic-200238	269	139	york	york	PROPN
clogic-200238	269	140	,	,	PUNCT
clogic-200238	269	141	albany	albany	PROPN
clogic-200238	269	142	barbara	barbara	PROPN
clogic-200238	269	143	foley	foley	PROPN
clogic-200238	269	144	,	,	PUNCT
clogic-200238	269	145	rutgers	rutgers	PROPN
clogic-200238	269	146	university	university	PROPN
clogic-200238	269	147	marcial	marcial	PROPN
clogic-200238	269	148	gonzález	gonzález	PROPN
clogic-200238	269	149	,	,	PUNCT
clogic-200238	269	150	university	university	PROPN
clogic-200238	269	151	of	of	ADP
clogic-200238	269	152	california	california	PROPN
clogic-200238	269	153	,	,	PUNCT
clogic-200238	269	154	berkeley	berkeley	PROPN
clogic-200238	269	155	rosemary	rosemary	PROPN
clogic-200238	269	156	hennessy	hennessy	PROPN
clogic-200238	269	157	,	,	PUNCT
clogic-200238	269	158	state	state	NOUN
clogic-200238	269	159	university	university	PROPN
clogic-200238	269	160	of	of	ADP
clogic-200238	269	161	new	new	PROPN
clogic-200238	269	162	york	york	PROPN
clogic-200238	269	163	,	,	PUNCT
clogic-200238	269	164	albany	albany	PROPN
clogic-200238	269	165	mike	mike	PROPN
clogic-200238	269	166	hill	hill	PROPN
clogic-200238	269	167	,	,	PUNCT
clogic-200238	269	168	state	state	PROPN
clogic-200238	269	169	university	university	PROPN
clogic-200238	269	170	of	of	ADP
clogic-200238	269	171	new	new	PROPN
clogic-200238	269	172	york	york	PROPN
clogic-200238	269	173	,	,	PUNCT
clogic-200238	269	174	albany	albany	PROPN
clogic-200238	269	175	peter	peter	PROPN
clogic-200238	269	176	hitchcock	hitchcock	PROPN
clogic-200238	269	177	,	,	PUNCT
clogic-200238	269	178	graduate	graduate	ADJ
clogic-200238	269	179	center	center	NOUN
clogic-200238	269	180	-	-	PUNCT
clogic-200238	269	181	city	city	NOUN
clogic-200238	269	182	university	university	NOUN
clogic-200238	269	183	of	of	ADP
clogic-200238	269	184	new	new	PROPN
clogic-200238	269	185	york	york	PROPN
clogic-200238	269	186	amitava	amitava	PROPN
clogic-200238	269	187	kumar	kumar	PROPN
clogic-200238	269	188	,	,	PUNCT
clogic-200238	269	189	vassar	vassar	PROPN
clogic-200238	269	190	college	college	PROPN
clogic-200238	269	191	neil	neil	PROPN
clogic-200238	269	192	larsen	larsen	PROPN
clogic-200238	269	193	,	,	PUNCT
clogic-200238	269	194	university	university	PROPN
clogic-200238	269	195	of	of	ADP
clogic-200238	269	196	california	california	PROPN
clogic-200238	269	197	,	,	PUNCT
clogic-200238	269	198	davis	davis	PROPN
clogic-200238	269	199	john	john	PROPN
clogic-200238	269	200	mcclendon	mcclendon	PROPN
clogic-200238	269	201	,	,	PUNCT
clogic-200238	269	202	michigan	michigan	PROPN
clogic-200238	269	203	state	state	PROPN
clogic-200238	269	204	university	university	PROPN
clogic-200238	269	205	bill	bill	PROPN
clogic-200238	269	206	v.	v.	PROPN
clogic-200238	269	207	mullen	mullen	PROPN
clogic-200238	269	208	,	,	PUNCT
clogic-200238	269	209	university	university	PROPN
clogic-200238	269	210	of	of	ADP
clogic-200238	269	211	texas	texas	PROPN
clogic-200238	269	212	,	,	PUNCT
clogic-200238	269	213	san	san	PROPN
clogic-200238	269	214	antonio	antonio	PROPN
clogic-200238	269	215	richard	richard	PROPN
clogic-200238	269	216	ohmann	ohmann	PROPN
clogic-200238	269	217	,	,	PUNCT
clogic-200238	269	218	wesleyan	wesleyan	PROPN
clogic-200238	269	219	university	university	PROPN
clogic-200238	269	220	bertell	bertell	PROPN
clogic-200238	269	221	ollman	ollman	NOUN
clogic-200238	269	222	,	,	PUNCT
clogic-200238	269	223	new	new	PROPN
clogic-200238	269	224	york	york	PROPN
clogic-200238	269	225	university	university	PROPN
clogic-200238	269	226	vijay	vijay	NOUN
clogic-200238	269	227	prashad	prashad	VERB
clogic-200238	269	228	,	,	PUNCT
clogic-200238	269	229	trinity	trinity	PROPN
clogic-200238	269	230	college	college	PROPN
clogic-200238	269	231	russell	russell	PROPN
clogic-200238	269	232	reissing	reissing	PROPN
clogic-200238	269	233	,	,	PUNCT
clogic-200238	269	234	university	university	PROPN
clogic-200238	269	235	of	of	ADP
clogic-200238	269	236	toledo	toledo	PROPN
clogic-200238	269	237	modhumita	modhumita	PROPN
clogic-200238	269	238	roy	roy	PROPN
clogic-200238	269	239	,	,	PUNCT
clogic-200238	269	240	tufts	tufts	PROPN
clogic-200238	269	241	university	university	PROPN
clogic-200238	269	242	e.	e.	PROPN
clogic-200238	269	243	san	san	PROPN
clogic-200238	269	244	juan	juan	PROPN
clogic-200238	269	245	,	,	PUNCT
clogic-200238	269	246	jr	jr	PROPN
clogic-200238	269	247	.	.	PROPN
clogic-200238	269	248	,	,	PUNCT
clogic-200238	269	249	philippines	philippines	PROPN
clogic-200238	269	250	cultural	cultural	ADJ
clogic-200238	269	251	study	study	NOUN
clogic-200238	269	252	center	center	NOUN
clogic-200238	269	253	sean	sean	PROPN
clogic-200238	269	254	sayers	sayer	NOUN
clogic-200238	269	255	,	,	PUNCT
clogic-200238	269	256	university	university	NOUN
clogic-200238	269	257	of	of	ADP
clogic-200238	269	258	kent	kent	PROPN
clogic-200238	269	259	helena	helena	PROPN
clogic-200238	269	260	sheehan	sheehan	PROPN
clogic-200238	269	261	,	,	PUNCT
clogic-200238	269	262	dublin	dublin	PROPN
clogic-200238	269	263	city	city	PROPN
clogic-200238	269	264	university	university	PROPN
clogic-200238	269	265	david	david	PROPN
clogic-200238	269	266	slavin	slavin	PROPN
clogic-200238	269	267	,	,	PUNCT
clogic-200238	269	268	westfield	westfield	PROPN
clogic-200238	269	269	state	state	PROPN
clogic-200238	269	270	college	college	PROPN
clogic-200238	269	271	&	&	CCONJ
clogic-200238	269	272	emory	emory	PROPN
clogic-200238	269	273	university	university	PROPN
clogic-200238	269	274	paul	paul	PROPN
clogic-200238	269	275	smith	smith	PROPN
clogic-200238	269	276	,	,	PUNCT
clogic-200238	269	277	george	george	PROPN
clogic-200238	269	278	mason	mason	PROPN
clogic-200238	269	279	university	university	PROPN
clogic-200238	269	280	alan	alan	PROPN
clogic-200238	269	281	spector	spector	PROPN
clogic-200238	269	282	,	,	PUNCT
clogic-200238	269	283	purdue	purdue	PROPN
clogic-200238	269	284	university	university	NOUN
clogic-200238	269	285	calumet	calumet	NOUN
clogic-200238	269	286	michael	michael	PROPN
clogic-200238	269	287	sprinker	sprinker	PROPN
clogic-200238	269	288	,	,	PUNCT
clogic-200238	269	289	state	state	NOUN
clogic-200238	269	290	university	university	PROPN
clogic-200238	269	291	of	of	ADP
clogic-200238	269	292	new	new	PROPN
clogic-200238	269	293	york	york	PROPN
clogic-200238	269	294	,	,	PUNCT
clogic-200238	269	295	stony	stony	PROPN
clogic-200238	269	296	brook	brook	PROPN
clogic-200238	269	297	(	(	PUNCT
clogic-200238	269	298	1950	1950	NUM
clogic-200238	269	299	-	-	SYM
clogic-200238	269	300	1999	1999	NUM
clogic-200238	269	301	)	)	PUNCT
clogic-200238	269	302	carol	carol	NOUN
clogic-200238	269	303	a.	a.	PROPN
clogic-200238	269	304	stabile	stabile	PROPN
clogic-200238	269	305	,	,	PUNCT
clogic-200238	269	306	university	university	PROPN
clogic-200238	269	307	of	of	ADP
clogic-200238	269	308	wisconsin	wisconsin	PROPN
clogic-200238	269	309	-	-	PUNCT
clogic-200238	269	310	milwaukee	milwaukee	PROPN
clogic-200238	269	311	richard	richard	PROPN
clogic-200238	269	312	stahler	stahler	NOUN
clogic-200238	269	313	-	-	PUNCT
clogic-200238	269	314	sholk	sholk	NOUN
clogic-200238	269	315	,	,	PUNCT
clogic-200238	269	316	eastern	eastern	PROPN
clogic-200238	269	317	michigan	michigan	PROPN
clogic-200238	269	318	university	university	PROPN
clogic-200238	269	319	kenneth	kenneth	PROPN
clogic-200238	269	320	surin	surin	PROPN
clogic-200238	269	321	,	,	PUNCT
clogic-200238	269	322	duke	duke	PROPN
clogic-200238	269	323	university	university	PROPN
clogic-200238	269	324	jeffrey	jeffrey	PROPN
clogic-200238	269	325	williams	williams	PROPN
clogic-200238	269	326	,	,	PUNCT
clogic-200238	269	327	carnegie	carnegie	PROPN
clogic-200238	269	328	mellon	mellon	PROPN
clogic-200238	269	329	university	university	PROPN
clogic-200238	269	330	richard	richard	PROPN
clogic-200238	269	331	wolff	wolff	PROPN
clogic-200238	269	332	,	,	PUNCT
clogic-200238	269	333	university	university	PROPN
clogic-200238	269	334	of	of	ADP
clogic-200238	269	335	massachusetts	massachusetts	PROPN
clogic-200238	269	336	,	,	PUNCT
clogic-200238	269	337	amherst	amherst	PROPN
clogic-200238	269	338	michael	michael	PROPN
clogic-200238	269	339	yates	yates	PROPN
clogic-200238	269	340	,	,	PUNCT
clogic-200238	269	341	university	university	PROPN
clogic-200238	269	342	of	of	ADP
clogic-200238	269	343	pittsburgh	pittsburgh	PROPN
clogic-200238	269	344	,	,	PUNCT
clogic-200238	269	345	johnstown	johnstown	PROPN