id	sid	tid	token	lemma	pos
dad-14138	1	1	dialogue	dialogue	NOUN
dad-14138	1	2	&	&	CCONJ
dad-14138	1	3	discourse	discourse	PROPN
dad-14138	1	4	16(2	16(2	NUM
dad-14138	1	5	)	)	PUNCT
dad-14138	1	6	(	(	PUNCT
dad-14138	1	7	2025	2025	NUM
dad-14138	1	8	)	)	PUNCT
dad-14138	1	9	74–110	74–110	PROPN
dad-14138	1	10	doi	doi	NOUN
dad-14138	1	11	:	:	PUNCT
dad-14138	1	12	10.5210	10.5210	NUM
dad-14138	1	13	/	/	SYM
dad-14138	1	14	dad.2025.203	dad.2025.203	NOUN
dad-14138	1	15	enhancing	enhance	VERB
dad-14138	1	16	long	long	ADJ
dad-14138	1	17	-	-	PUNCT
dad-14138	1	18	term	term	NOUN
dad-14138	1	19	rag	rag	NOUN
dad-14138	1	20	chatbots	chatbot	NOUN
dad-14138	1	21	with	with	ADP
dad-14138	1	22	psychological	psychological	ADJ
dad-14138	1	23	models	model	NOUN
dad-14138	1	24	of	of	ADP
dad-14138	1	25	memory	memory	NOUN
dad-14138	1	26	importance	importance	NOUN
dad-14138	1	27	and	and	CCONJ
dad-14138	1	28	forgetting	forget	VERB
dad-14138	1	29	ryuichi	ryuichi	PROPN
dad-14138	1	30	sumida	sumida	PROPN
dad-14138	1	31	sumida@sap.ist.i.kyoto-u.ac.jp	sumida@sap.ist.i.kyoto-u.ac.jp	PROPN
dad-14138	1	32	graduate	graduate	NOUN
dad-14138	1	33	school	school	NOUN
dad-14138	1	34	of	of	ADP
dad-14138	1	35	informatics	informatics	PROPN
dad-14138	1	36	kyoto	kyoto	PROPN
dad-14138	1	37	university	university	PROPN
dad-14138	1	38	koji	koji	PROPN
dad-14138	1	39	inoue	inoue	PROPN
dad-14138	1	40	inoue@sap.ist.i.kyoto-u.ac.jp	inoue@sap.ist.i.kyoto-u.ac.jp	PROPN
dad-14138	1	41	graduate	graduate	PROPN
dad-14138	1	42	school	school	NOUN
dad-14138	1	43	of	of	ADP
dad-14138	1	44	informatics	informatics	PROPN
dad-14138	1	45	kyoto	kyoto	PROPN
dad-14138	1	46	university	university	PROPN
dad-14138	1	47	tatsuya	tatsuya	PROPN
dad-14138	1	48	kawahara	kawahara	PROPN
dad-14138	1	49	kawahara@i.kyoto-u.ac.jp	kawahara@i.kyoto-u.ac.jp	PROPN
dad-14138	1	50	graduate	graduate	PROPN
dad-14138	1	51	school	school	NOUN
dad-14138	1	52	of	of	ADP
dad-14138	1	53	informatics	informatics	PROPN
dad-14138	1	54	kyoto	kyoto	PROPN
dad-14138	1	55	university	university	PROPN
dad-14138	1	56	editor	editor	NOUN
dad-14138	1	57	:	:	PUNCT
dad-14138	1	58	david	david	PROPN
dad-14138	1	59	traum	traum	PROPN
dad-14138	1	60	submitted	submit	VERB
dad-14138	1	61	01/2025	01/2025	PROPN
dad-14138	1	62	;	;	PUNCT
dad-14138	1	63	accepted	accept	VERB
dad-14138	1	64	11/2025	11/2025	NUM
dad-14138	1	65	;	;	PUNCT
dad-14138	1	66	published	publish	VERB
dad-14138	1	67	online	online	ADJ
dad-14138	2	1	12/2025	12/2025	NUM
dad-14138	2	2	abstract	abstract	NOUN
dad-14138	2	3	this	this	DET
dad-14138	2	4	study	study	NOUN
dad-14138	2	5	addresses	address	VERB
dad-14138	2	6	the	the	DET
dad-14138	2	7	issue	issue	NOUN
dad-14138	2	8	of	of	ADP
dad-14138	2	9	what	what	PRON
dad-14138	2	10	a	a	DET
dad-14138	2	11	retrieval	retrieval	NOUN
dad-14138	2	12	-	-	PUNCT
dad-14138	2	13	augmented	augment	VERB
dad-14138	2	14	generation	generation	NOUN
dad-14138	2	15	(	(	PUNCT
dad-14138	2	16	rag	rag	NOUN
dad-14138	2	17	)	)	PUNCT
dad-14138	2	18	chatbot	chatbot	NOUN
dad-14138	2	19	should	should	AUX
dad-14138	2	20	remember	remember	VERB
dad-14138	2	21	and	and	CCONJ
dad-14138	2	22	what	what	PRON
dad-14138	2	23	it	it	PRON
dad-14138	2	24	should	should	AUX
dad-14138	2	25	forget	forget	VERB
dad-14138	2	26	,	,	PUNCT
dad-14138	2	27	based	base	VERB
dad-14138	2	28	on	on	ADP
dad-14138	2	29	findings	finding	NOUN
dad-14138	2	30	from	from	ADP
dad-14138	2	31	psychology	psychology	NOUN
dad-14138	2	32	.	.	PUNCT
dad-14138	3	1	rag	rag	NOUN
dad-14138	3	2	retrieves	retrieve	VERB
dad-14138	3	3	relevant	relevant	ADJ
dad-14138	3	4	memories	memory	NOUN
dad-14138	3	5	from	from	ADP
dad-14138	3	6	past	past	ADJ
dad-14138	3	7	interactions	interaction	NOUN
dad-14138	3	8	to	to	PART
dad-14138	3	9	generate	generate	VERB
dad-14138	3	10	responses	response	NOUN
dad-14138	3	11	,	,	PUNCT
dad-14138	3	12	and	and	CCONJ
dad-14138	3	13	its	its	PRON
dad-14138	3	14	effectiveness	effectiveness	NOUN
dad-14138	3	15	has	have	AUX
dad-14138	3	16	been	be	AUX
dad-14138	3	17	demonstrated	demonstrate	VERB
dad-14138	3	18	.	.	PUNCT
dad-14138	4	1	as	as	SCONJ
dad-14138	4	2	conversations	conversation	NOUN
dad-14138	4	3	continue	continue	VERB
dad-14138	4	4	,	,	PUNCT
dad-14138	4	5	however	however	ADV
dad-14138	4	6	,	,	PUNCT
dad-14138	4	7	the	the	DET
dad-14138	4	8	amount	amount	NOUN
dad-14138	4	9	of	of	ADP
dad-14138	4	10	stored	store	VERB
dad-14138	4	11	memory	memory	NOUN
dad-14138	4	12	keeps	keep	VERB
dad-14138	4	13	growing	grow	VERB
dad-14138	4	14	,	,	PUNCT
dad-14138	4	15	which	which	PRON
dad-14138	4	16	not	not	PART
dad-14138	4	17	only	only	ADV
dad-14138	4	18	requires	require	VERB
dad-14138	4	19	large	large	ADJ
dad-14138	4	20	storage	storage	NOUN
dad-14138	4	21	capacity	capacity	NOUN
dad-14138	4	22	but	but	CCONJ
dad-14138	4	23	also	also	ADV
dad-14138	4	24	risks	risk	VERB
dad-14138	4	25	retaining	retain	VERB
dad-14138	4	26	unnecessary	unnecessary	ADJ
dad-14138	4	27	information	information	NOUN
dad-14138	4	28	,	,	PUNCT
dad-14138	4	29	potentially	potentially	ADV
dad-14138	4	30	deteriorating	deteriorate	VERB
dad-14138	4	31	retrieval	retrieval	NOUN
dad-14138	4	32	performance	performance	NOUN
dad-14138	4	33	.	.	PUNCT
dad-14138	5	1	to	to	PART
dad-14138	5	2	tackle	tackle	VERB
dad-14138	5	3	this	this	DET
dad-14138	5	4	problem	problem	NOUN
dad-14138	5	5	,	,	PUNCT
dad-14138	5	6	we	we	PRON
dad-14138	5	7	propose	propose	VERB
dad-14138	5	8	lufy	lufy	ADV
dad-14138	5	9	(	(	PUNCT
dad-14138	5	10	long	long	ADJ
dad-14138	5	11	-	-	PUNCT
dad-14138	5	12	term	term	NOUN
dad-14138	5	13	understanding	understanding	NOUN
dad-14138	5	14	and	and	CCONJ
dad-14138	5	15	identifying	identify	VERB
dad-14138	5	16	key	key	ADJ
dad-14138	5	17	exchanges	exchange	NOUN
dad-14138	5	18	)	)	PUNCT
dad-14138	5	19	,	,	PUNCT
dad-14138	5	20	a	a	DET
dad-14138	5	21	rag	rag	NOUN
dad-14138	5	22	chatbot	chatbot	NOUN
dad-14138	5	23	that	that	PRON
dad-14138	5	24	evaluates	evaluate	VERB
dad-14138	5	25	six	six	NUM
dad-14138	5	26	distinct	distinct	ADJ
dad-14138	5	27	memory	memory	NOUN
dad-14138	5	28	-	-	PUNCT
dad-14138	5	29	related	relate	VERB
dad-14138	5	30	metrics	metric	NOUN
dad-14138	5	31	derived	derive	VERB
dad-14138	5	32	from	from	ADP
dad-14138	5	33	psychological	psychological	ADJ
dad-14138	5	34	models	model	NOUN
dad-14138	5	35	and	and	CCONJ
dad-14138	5	36	real	real	ADJ
dad-14138	5	37	-	-	PUNCT
dad-14138	5	38	world	world	NOUN
dad-14138	5	39	data	datum	NOUN
dad-14138	5	40	.	.	PUNCT
dad-14138	6	1	instead	instead	ADV
dad-14138	6	2	of	of	ADP
dad-14138	6	3	simply	simply	ADV
dad-14138	6	4	summing	sum	VERB
dad-14138	6	5	these	these	DET
dad-14138	6	6	metrics	metric	NOUN
dad-14138	6	7	,	,	PUNCT
dad-14138	6	8	it	it	PRON
dad-14138	6	9	uses	uses	AUX
dad-14138	6	10	learned	learn	VERB
dad-14138	6	11	weights	weight	NOUN
dad-14138	6	12	to	to	PART
dad-14138	6	13	determine	determine	VERB
dad-14138	6	14	the	the	DET
dad-14138	6	15	contribution	contribution	NOUN
dad-14138	6	16	of	of	ADP
dad-14138	6	17	each	each	DET
dad-14138	6	18	one	one	NUM
dad-14138	6	19	.	.	PUNCT
dad-14138	7	1	by	by	ADP
dad-14138	7	2	using	use	VERB
dad-14138	7	3	these	these	DET
dad-14138	7	4	weighted	weight	VERB
dad-14138	7	5	scores	score	NOUN
dad-14138	7	6	,	,	PUNCT
dad-14138	7	7	the	the	DET
dad-14138	7	8	system	system	NOUN
dad-14138	7	9	can	can	AUX
dad-14138	7	10	prioritize	prioritize	VERB
dad-14138	7	11	and	and	CCONJ
dad-14138	7	12	retain	retain	VERB
dad-14138	7	13	relevant	relevant	ADJ
dad-14138	7	14	memories	memory	NOUN
dad-14138	7	15	while	while	SCONJ
dad-14138	7	16	gradually	gradually	ADV
dad-14138	7	17	forgetting	forget	VERB
dad-14138	7	18	less	less	ADV
dad-14138	7	19	important	important	ADJ
dad-14138	7	20	ones	one	NOUN
dad-14138	7	21	during	during	ADP
dad-14138	7	22	both	both	CCONJ
dad-14138	7	23	retrieval	retrieval	NOUN
dad-14138	7	24	and	and	CCONJ
dad-14138	7	25	memory	memory	NOUN
dad-14138	7	26	management	management	NOUN
dad-14138	7	27	.	.	PUNCT
dad-14138	8	1	to	to	PART
dad-14138	8	2	evaluate	evaluate	VERB
dad-14138	8	3	the	the	DET
dad-14138	8	4	effectiveness	effectiveness	NOUN
dad-14138	8	5	of	of	ADP
dad-14138	8	6	lufy	lufy	NOUN
dad-14138	8	7	in	in	ADP
dad-14138	8	8	long	long	ADJ
dad-14138	8	9	-	-	PUNCT
dad-14138	8	10	term	term	NOUN
dad-14138	8	11	conversations	conversation	NOUN
dad-14138	8	12	,	,	PUNCT
dad-14138	8	13	we	we	PRON
dad-14138	8	14	conducted	conduct	VERB
dad-14138	8	15	experiments	experiment	NOUN
dad-14138	8	16	with	with	ADP
dad-14138	8	17	human	human	ADJ
dad-14138	8	18	participants	participant	NOUN
dad-14138	8	19	,	,	PUNCT
dad-14138	8	20	who	who	PRON
dad-14138	8	21	engaged	engage	VERB
dad-14138	8	22	in	in	ADP
dad-14138	8	23	textbased	textbased	ADJ
dad-14138	8	24	conversations	conversation	NOUN
dad-14138	8	25	with	with	ADP
dad-14138	8	26	three	three	NUM
dad-14138	8	27	types	type	NOUN
dad-14138	8	28	of	of	ADP
dad-14138	8	29	chatbots	chatbot	NOUN
dad-14138	8	30	,	,	PUNCT
dad-14138	8	31	each	each	PRON
dad-14138	8	32	using	use	VERB
dad-14138	8	33	different	different	ADJ
dad-14138	8	34	forgetting	forget	VERB
dad-14138	8	35	mechanisms	mechanism	NOUN
dad-14138	8	36	,	,	PUNCT
dad-14138	8	37	for	for	ADP
dad-14138	8	38	at	at	ADV
dad-14138	8	39	least	least	ADV
dad-14138	8	40	two	two	NUM
dad-14138	8	41	hours	hour	NOUN
dad-14138	8	42	.	.	PUNCT
dad-14138	9	1	the	the	DET
dad-14138	9	2	length	length	NOUN
dad-14138	9	3	of	of	ADP
dad-14138	9	4	these	these	DET
dad-14138	9	5	conversations	conversation	NOUN
dad-14138	9	6	was	be	AUX
dad-14138	9	7	more	more	ADJ
dad-14138	9	8	than	than	ADP
dad-14138	9	9	4.5	4.5	NUM
dad-14138	9	10	times	time	NOUN
dad-14138	9	11	longer	long	ADJ
dad-14138	9	12	than	than	ADP
dad-14138	9	13	the	the	DET
dad-14138	9	14	longest	long	ADJ
dad-14138	9	15	conversations	conversation	NOUN
dad-14138	9	16	reported	report	VERB
dad-14138	9	17	in	in	ADP
dad-14138	9	18	previous	previous	ADJ
dad-14138	9	19	studies	study	NOUN
dad-14138	9	20	.	.	PUNCT
dad-14138	10	1	the	the	DET
dad-14138	10	2	results	result	NOUN
dad-14138	10	3	showed	show	VERB
dad-14138	10	4	that	that	SCONJ
dad-14138	10	5	prioritizing	prioritize	VERB
dad-14138	10	6	emotionally	emotionally	ADV
dad-14138	10	7	engaging	engaging	ADJ
dad-14138	10	8	memories	memory	NOUN
dad-14138	10	9	while	while	SCONJ
dad-14138	10	10	forgetting	forget	VERB
dad-14138	10	11	most	most	ADJ
dad-14138	10	12	of	of	ADP
dad-14138	10	13	the	the	DET
dad-14138	10	14	conversation	conversation	NOUN
dad-14138	10	15	significantly	significantly	ADV
dad-14138	10	16	enhanced	enhance	VERB
dad-14138	10	17	user	user	NOUN
dad-14138	10	18	satisfaction	satisfaction	NOUN
dad-14138	10	19	.	.	PUNCT
dad-14138	11	1	keywords	keyword	NOUN
dad-14138	11	2	:	:	PUNCT
dad-14138	11	3	retrieval	retrieval	NOUN
dad-14138	11	4	-	-	PUNCT
dad-14138	11	5	augmented	augment	VERB
dad-14138	11	6	generation	generation	NOUN
dad-14138	11	7	(	(	PUNCT
dad-14138	11	8	rag	rag	NOUN
dad-14138	11	9	)	)	PUNCT
dad-14138	11	10	,	,	PUNCT
dad-14138	11	11	long	long	ADJ
dad-14138	11	12	-	-	PUNCT
dad-14138	11	13	term	term	NOUN
dad-14138	11	14	conversational	conversational	ADJ
dad-14138	11	15	ai	ai	NOUN
dad-14138	11	16	,	,	PUNCT
dad-14138	11	17	forgetting	forget	VERB
dad-14138	11	18	mechanism	mechanism	NOUN
dad-14138	11	19	,	,	PUNCT
dad-14138	11	20	psychological	psychological	ADJ
dad-14138	11	21	models	model	NOUN
dad-14138	11	22	1	1	NUM
dad-14138	11	23	.	.	PUNCT
dad-14138	12	1	introduction	introduction	NOUN
dad-14138	12	2	in	in	ADP
dad-14138	12	3	human	human	ADJ
dad-14138	12	4	conversations	conversation	NOUN
dad-14138	12	5	,	,	PUNCT
dad-14138	12	6	what	what	PRON
dad-14138	12	7	we	we	PRON
dad-14138	12	8	remember	remember	VERB
dad-14138	12	9	remains	remain	VERB
dad-14138	12	10	a	a	DET
dad-14138	12	11	mystery	mystery	NOUN
dad-14138	12	12	.	.	PUNCT
dad-14138	13	1	similarly	similarly	ADV
dad-14138	13	2	,	,	PUNCT
dad-14138	13	3	in	in	ADP
dad-14138	13	4	the	the	DET
dad-14138	13	5	realm	realm	NOUN
dad-14138	13	6	of	of	ADP
dad-14138	13	7	chatbots	chatbot	NOUN
dad-14138	13	8	,	,	PUNCT
dad-14138	13	9	particularly	particularly	ADV
dad-14138	13	10	retrieval	retrieval	NOUN
dad-14138	13	11	-	-	PUNCT
dad-14138	13	12	augmented	augment	VERB
dad-14138	13	13	generation	generation	NOUN
dad-14138	13	14	(	(	PUNCT
dad-14138	13	15	rag	rag	NOUN
dad-14138	13	16	)	)	PUNCT
dad-14138	13	17	chatbots	chatbot	NOUN
dad-14138	13	18	,	,	PUNCT
dad-14138	13	19	the	the	DET
dad-14138	13	20	challenge	challenge	NOUN
dad-14138	13	21	lies	lie	VERB
dad-14138	13	22	not	not	PART
dad-14138	13	23	only	only	ADV
dad-14138	13	24	in	in	ADP
dad-14138	13	25	retaining	retain	VERB
dad-14138	13	26	long	long	ADJ
dad-14138	13	27	-	-	PUNCT
dad-14138	13	28	term	term	NOUN
dad-14138	13	29	memory	memory	NOUN
dad-14138	13	30	but	but	CCONJ
dad-14138	13	31	also	also	ADV
dad-14138	13	32	in	in	ADP
dad-14138	13	33	deciding	decide	VERB
dad-14138	13	34	what	what	PRON
dad-14138	13	35	to	to	PART
dad-14138	13	36	forget	forget	VERB
dad-14138	13	37	.	.	PUNCT
dad-14138	14	1	rag	rag	NOUN
dad-14138	14	2	retrieves	retrieve	VERB
dad-14138	14	3	related	related	ADJ
dad-14138	14	4	memories	memory	NOUN
dad-14138	14	5	from	from	ADP
dad-14138	14	6	past	past	ADJ
dad-14138	14	7	conversations	conversation	NOUN
dad-14138	14	8	and	and	CCONJ
dad-14138	14	9	uses	use	VERB
dad-14138	14	10	them	they	PRON
dad-14138	14	11	to	to	PART
dad-14138	14	12	generate	generate	VERB
dad-14138	14	13	a	a	DET
dad-14138	14	14	response	response	NOUN
dad-14138	14	15	,	,	PUNCT
dad-14138	14	16	and	and	CCONJ
dad-14138	14	17	it	it	PRON
dad-14138	14	18	has	have	AUX
dad-14138	14	19	been	be	AUX
dad-14138	14	20	shown	show	VERB
dad-14138	14	21	to	to	PART
dad-14138	14	22	be	be	AUX
dad-14138	14	23	effective	effective	ADJ
dad-14138	14	24	(	(	PUNCT
dad-14138	14	25	xu	xu	INTJ
dad-14138	14	26	et	et	PROPN
dad-14138	14	27	al	al	PROPN
dad-14138	14	28	.	.	PROPN
dad-14138	14	29	,	,	PUNCT
dad-14138	14	30	2022	2022	NUM
dad-14138	14	31	)	)	PUNCT
dad-14138	14	32	.	.	PUNCT
dad-14138	15	1	compared	compare	VERB
dad-14138	15	2	to	to	ADP
dad-14138	15	3	inputting	inputte	VERB
dad-14138	15	4	the	the	DET
dad-14138	15	5	entire	entire	ADJ
dad-14138	15	6	conversation	conversation	NOUN
dad-14138	15	7	©	©	PROPN
dad-14138	15	8	2025	2025	NUM
dad-14138	15	9	ryuichi	ryuichi	PROPN
dad-14138	15	10	sumida	sumida	PROPN
dad-14138	15	11	,	,	PUNCT
dad-14138	15	12	koji	koji	PROPN
dad-14138	15	13	inoue	inoue	PROPN
dad-14138	15	14	,	,	PUNCT
dad-14138	15	15	tatsuya	tatsuya	PROPN
dad-14138	15	16	kawahara	kawahara	PROPN
dad-14138	15	17	this	this	PRON
dad-14138	15	18	is	be	AUX
dad-14138	15	19	an	an	DET
dad-14138	15	20	open	open	ADJ
dad-14138	15	21	-	-	PUNCT
dad-14138	15	22	access	access	NOUN
dad-14138	15	23	article	article	NOUN
dad-14138	15	24	distributed	distribute	VERB
dad-14138	15	25	under	under	ADP
dad-14138	15	26	the	the	DET
dad-14138	15	27	terms	term	NOUN
dad-14138	15	28	of	of	ADP
dad-14138	15	29	a	a	DET
dad-14138	15	30	creative	creative	ADJ
dad-14138	15	31	commons	common	NOUN
dad-14138	15	32	attribution	attribution	NOUN
dad-14138	15	33	license	license	NOUN
dad-14138	15	34	(	(	PUNCT
dad-14138	15	35	http	http	NOUN
dad-14138	15	36	:	:	PUNCT
dad-14138	15	37	//creativecommons.org	//creativecommons.org	SYM
dad-14138	15	38	/	/	SYM
dad-14138	15	39	licenses	license	NOUN
dad-14138	15	40	/	/	SYM
dad-14138	15	41	by/3.0/	by/3.0/	NOUN
dad-14138	15	42	)	)	PUNCT
dad-14138	15	43	.	.	PUNCT
dad-14138	16	1	enhancing	enhance	VERB
dad-14138	16	2	long	long	ADJ
dad-14138	16	3	-	-	PUNCT
dad-14138	16	4	term	term	NOUN
dad-14138	16	5	rag	rag	NOUN
dad-14138	16	6	chatbots	chatbot	NOUN
dad-14138	16	7	with	with	ADP
dad-14138	16	8	psychological	psychological	ADJ
dad-14138	16	9	models	model	NOUN
dad-14138	16	10	dataset	dataset	VERB
dad-14138	16	11	avg	avg	PROPN
dad-14138	16	12	.	.	PROPN
dad-14138	16	13	turns	turn	VERB
dad-14138	16	14	avg	avg	PROPN
dad-14138	16	15	.	.	PROPN
dad-14138	16	16	words	words	PROPN
dad-14138	17	1	conv	conv	ADJ
dad-14138	17	2	.	.	PUNCT
dad-14138	18	1	setting	set	VERB
dad-14138	18	2	daily	daily	ADJ
dad-14138	18	3	dialog	dialog	NOUN
dad-14138	18	4	(	(	PUNCT
dad-14138	18	5	li	li	PROPN
dad-14138	18	6	et	et	PROPN
dad-14138	18	7	al	al	PROPN
dad-14138	18	8	.	.	PROPN
dad-14138	18	9	,	,	PUNCT
dad-14138	18	10	2017	2017	NUM
dad-14138	18	11	)	)	PUNCT
dad-14138	18	12	7.9	7.9	NUM
dad-14138	18	13	115.3	115.3	NUM
dad-14138	18	14	human	human	ADJ
dad-14138	18	15	-	-	PUNCT
dad-14138	18	16	human	human	NOUN
dad-14138	18	17	soda	soda	NOUN
dad-14138	18	18	(	(	PUNCT
dad-14138	18	19	kim	kim	PROPN
dad-14138	18	20	et	et	PROPN
dad-14138	18	21	al	al	PROPN
dad-14138	18	22	.	.	PROPN
dad-14138	18	23	,	,	PUNCT
dad-14138	18	24	2023	2023	NUM
dad-14138	18	25	)	)	PUNCT
dad-14138	18	26	7.6	7.6	NUM
dad-14138	18	27	122.4	122.4	NUM
dad-14138	18	28	chatbot	chatbot	NOUN
dad-14138	18	29	-	-	PUNCT
dad-14138	18	30	chatbot	chatbot	NOUN
dad-14138	18	31	carecall	carecall	NOUN
dad-14138	18	32	(	(	PUNCT
dad-14138	18	33	bae	bae	PROPN
dad-14138	18	34	et	et	PROPN
dad-14138	18	35	al	al	PROPN
dad-14138	18	36	.	.	PROPN
dad-14138	18	37	,	,	PUNCT
dad-14138	18	38	2022	2022	NUM
dad-14138	18	39	)	)	PUNCT
dad-14138	18	40	104.5	104.5	NUM
dad-14138	18	41	515.2	515.2	NUM
dad-14138	18	42	human	human	ADJ
dad-14138	18	43	-	-	PUNCT
dad-14138	18	44	chatbot	chatbot	NOUN
dad-14138	18	45	conversation	conversation	NOUN
dad-14138	18	46	chronicles	chronicle	NOUN
dad-14138	18	47	(	(	PUNCT
dad-14138	18	48	jang	jang	PROPN
dad-14138	18	49	et	et	PROPN
dad-14138	18	50	al	al	PROPN
dad-14138	18	51	.	.	PROPN
dad-14138	18	52	,	,	PUNCT
dad-14138	18	53	2023	2023	NUM
dad-14138	18	54	)	)	PUNCT
dad-14138	18	55	58.5	58.5	NUM
dad-14138	18	56	1,054.8	1,054.8	NUM
dad-14138	18	57	chatbot	chatbot	NOUN
dad-14138	18	58	-	-	PUNCT
dad-14138	18	59	chatbot	chatbot	NOUN
dad-14138	18	60	msc	msc	PROPN
dad-14138	18	61	(	(	PUNCT
dad-14138	18	62	xu	xu	INTJ
dad-14138	18	63	et	et	PROPN
dad-14138	18	64	al	al	PROPN
dad-14138	18	65	.	.	PROPN
dad-14138	18	66	,	,	PUNCT
dad-14138	18	67	2022	2022	NUM
dad-14138	18	68	)	)	PUNCT
dad-14138	18	69	53.3	53.3	NUM
dad-14138	18	70	1,225.9	1,225.9	NUM
dad-14138	18	71	human	human	ADJ
dad-14138	18	72	-	-	PUNCT
dad-14138	18	73	human	human	ADJ
dad-14138	18	74	lufy	lufy	NOUN
dad-14138	18	75	-	-	PUNCT
dad-14138	18	76	dataset	dataset	VERB
dad-14138	18	77	(	(	PUNCT
dad-14138	18	78	ours	ours	ADJ
dad-14138	18	79	)	)	PUNCT
dad-14138	18	80	253.8	253.8	NUM
dad-14138	18	81	5,538.5	5,538.5	NUM
dad-14138	18	82	human	human	ADJ
dad-14138	18	83	-	-	PUNCT
dad-14138	18	84	chatbot	chatbot	NOUN
dad-14138	18	85	table	table	NOUN
dad-14138	18	86	1	1	NUM
dad-14138	18	87	:	:	PUNCT
dad-14138	18	88	average	average	ADJ
dad-14138	18	89	turns	turn	NOUN
dad-14138	18	90	and	and	CCONJ
dad-14138	18	91	words	word	NOUN
dad-14138	18	92	per	per	ADP
dad-14138	18	93	conversation	conversation	NOUN
dad-14138	18	94	of	of	ADP
dad-14138	18	95	lufy	lufy	ADV
dad-14138	18	96	-	-	PUNCT
dad-14138	18	97	dataset	dataset	NOUN
dad-14138	18	98	compared	compare	VERB
dad-14138	18	99	to	to	ADP
dad-14138	18	100	existing	exist	VERB
dad-14138	18	101	text	text	NOUN
dad-14138	18	102	-	-	PUNCT
dad-14138	18	103	totext	totext	ADJ
dad-14138	18	104	dialog	dialog	NOUN
dad-14138	18	105	datasets	dataset	NOUN
dad-14138	18	106	.	.	PUNCT
dad-14138	19	1	the	the	DET
dad-14138	19	2	average	average	ADJ
dad-14138	19	3	length	length	NOUN
dad-14138	19	4	of	of	ADP
dad-14138	19	5	a	a	DET
dad-14138	19	6	conversation	conversation	NOUN
dad-14138	19	7	in	in	ADP
dad-14138	19	8	ours	ours	PRON
dad-14138	19	9	is	be	AUX
dad-14138	19	10	4.5x	4.5x	NUM
dad-14138	19	11	that	that	PRON
dad-14138	19	12	of	of	ADP
dad-14138	19	13	msc	msc	PROPN
dad-14138	19	14	(	(	PUNCT
dad-14138	19	15	xu	xu	INTJ
dad-14138	19	16	et	et	PROPN
dad-14138	19	17	al	al	PROPN
dad-14138	19	18	.	.	PROPN
dad-14138	19	19	,	,	PUNCT
dad-14138	19	20	2022	2022	NUM
dad-14138	19	21	)	)	PUNCT
dad-14138	19	22	,	,	PUNCT
dad-14138	19	23	distributed	distribute	VERB
dad-14138	19	24	over	over	ADP
dad-14138	19	25	4.8x	4.8x	NUM
dad-14138	19	26	more	more	ADJ
dad-14138	19	27	turns	turn	NOUN
dad-14138	19	28	.	.	PUNCT
dad-14138	20	1	history	history	NOUN
dad-14138	20	2	into	into	ADP
dad-14138	20	3	a	a	DET
dad-14138	20	4	large	large	ADJ
dad-14138	20	5	language	language	NOUN
dad-14138	20	6	model	model	NOUN
dad-14138	20	7	(	(	PUNCT
dad-14138	20	8	llm	llm	PROPN
dad-14138	20	9	)	)	PUNCT
dad-14138	20	10	,	,	PUNCT
dad-14138	20	11	retrieving	retrieve	VERB
dad-14138	20	12	relevant	relevant	ADJ
dad-14138	20	13	information	information	NOUN
dad-14138	20	14	is	be	AUX
dad-14138	20	15	not	not	PART
dad-14138	20	16	only	only	ADV
dad-14138	20	17	efficient	efficient	ADJ
dad-14138	20	18	and	and	CCONJ
dad-14138	20	19	effective	effective	ADJ
dad-14138	20	20	(	(	PUNCT
dad-14138	20	21	yu	yu	PROPN
dad-14138	20	22	et	et	PROPN
dad-14138	20	23	al	al	PROPN
dad-14138	20	24	.	.	PROPN
dad-14138	20	25	,	,	PUNCT
dad-14138	20	26	2024	2024	NUM
dad-14138	20	27	)	)	PUNCT
dad-14138	20	28	but	but	CCONJ
dad-14138	20	29	also	also	ADV
dad-14138	20	30	enhances	enhance	VERB
dad-14138	20	31	the	the	DET
dad-14138	20	32	chatbot	chatbot	NOUN
dad-14138	20	33	’s	’s	PART
dad-14138	20	34	ability	ability	NOUN
dad-14138	20	35	to	to	PART
dad-14138	20	36	remember	remember	VERB
dad-14138	20	37	and	and	CCONJ
dad-14138	20	38	actively	actively	ADV
dad-14138	20	39	utilize	utilize	VERB
dad-14138	20	40	the	the	DET
dad-14138	20	41	user	user	NOUN
dad-14138	20	42	’s	’s	PART
dad-14138	20	43	past	past	ADJ
dad-14138	20	44	information	information	NOUN
dad-14138	20	45	,	,	PUNCT
dad-14138	20	46	improving	improve	VERB
dad-14138	20	47	the	the	DET
dad-14138	20	48	level	level	NOUN
dad-14138	20	49	of	of	ADP
dad-14138	20	50	engagement	engagement	NOUN
dad-14138	20	51	and	and	CCONJ
dad-14138	20	52	contributing	contribute	VERB
dad-14138	20	53	to	to	ADP
dad-14138	20	54	long	long	ADJ
dad-14138	20	55	-	-	PUNCT
dad-14138	20	56	term	term	NOUN
dad-14138	20	57	rapport	rapport	NOUN
dad-14138	20	58	between	between	ADP
dad-14138	20	59	the	the	DET
dad-14138	20	60	chatbot	chatbot	NOUN
dad-14138	20	61	and	and	CCONJ
dad-14138	20	62	the	the	DET
dad-14138	20	63	user	user	NOUN
dad-14138	20	64	(	(	PUNCT
dad-14138	20	65	campos	campos	PROPN
dad-14138	20	66	et	et	PROPN
dad-14138	20	67	al	al	PROPN
dad-14138	20	68	.	.	PROPN
dad-14138	20	69	,	,	PUNCT
dad-14138	20	70	2018	2018	NUM
dad-14138	20	71	)	)	PUNCT
dad-14138	20	72	.	.	PUNCT
dad-14138	21	1	as	as	SCONJ
dad-14138	21	2	highlighted	highlight	VERB
dad-14138	21	3	in	in	ADP
dad-14138	21	4	previous	previous	ADJ
dad-14138	21	5	studies	study	NOUN
dad-14138	21	6	(	(	PUNCT
dad-14138	21	7	choi	choi	PROPN
dad-14138	21	8	et	et	PROPN
dad-14138	21	9	al	al	PROPN
dad-14138	21	10	.	.	PROPN
dad-14138	21	11	,	,	PUNCT
dad-14138	21	12	2023	2023	NUM
dad-14138	21	13	)	)	PUNCT
dad-14138	21	14	,	,	PUNCT
dad-14138	21	15	however	however	ADV
dad-14138	21	16	,	,	PUNCT
dad-14138	21	17	a	a	DET
dad-14138	21	18	challenge	challenge	NOUN
dad-14138	21	19	arises	arise	VERB
dad-14138	21	20	:	:	PUNCT
dad-14138	21	21	as	as	SCONJ
dad-14138	21	22	conversations	conversation	NOUN
dad-14138	21	23	progress	progress	NOUN
dad-14138	21	24	,	,	PUNCT
dad-14138	21	25	memory	memory	NOUN
dad-14138	21	26	constantly	constantly	ADV
dad-14138	21	27	increases	increase	VERB
dad-14138	21	28	.	.	PUNCT
dad-14138	22	1	this	this	PRON
dad-14138	22	2	not	not	PART
dad-14138	22	3	only	only	ADV
dad-14138	22	4	demands	demand	VERB
dad-14138	22	5	significant	significant	ADJ
dad-14138	22	6	storage	storage	NOUN
dad-14138	22	7	space	space	NOUN
dad-14138	22	8	but	but	CCONJ
dad-14138	22	9	also	also	ADV
dad-14138	22	10	involves	involve	VERB
dad-14138	22	11	retaining	retain	VERB
dad-14138	22	12	a	a	DET
dad-14138	22	13	lot	lot	NOUN
dad-14138	22	14	of	of	ADP
dad-14138	22	15	unnecessary	unnecessary	ADJ
dad-14138	22	16	information	information	NOUN
dad-14138	22	17	,	,	PUNCT
dad-14138	22	18	which	which	PRON
dad-14138	22	19	could	could	AUX
dad-14138	22	20	lead	lead	VERB
dad-14138	22	21	to	to	ADP
dad-14138	22	22	degrading	degrade	VERB
dad-14138	22	23	retrieval	retrieval	NOUN
dad-14138	22	24	performance	performance	NOUN
dad-14138	22	25	.	.	PUNCT
dad-14138	23	1	a	a	DET
dad-14138	23	2	simple	simple	ADJ
dad-14138	23	3	example	example	NOUN
dad-14138	23	4	would	would	AUX
dad-14138	23	5	be	be	AUX
dad-14138	23	6	that	that	SCONJ
dad-14138	23	7	humans	human	NOUN
dad-14138	23	8	do	do	AUX
dad-14138	23	9	not	not	PART
dad-14138	23	10	remember	remember	VERB
dad-14138	23	11	every	every	DET
dad-14138	23	12	single	single	ADJ
dad-14138	23	13	meal	meal	NOUN
dad-14138	23	14	they	they	PRON
dad-14138	23	15	have	have	AUX
dad-14138	23	16	had	have	VERB
dad-14138	23	17	in	in	ADP
dad-14138	23	18	their	their	PRON
dad-14138	23	19	entire	entire	ADJ
dad-14138	23	20	lives	life	NOUN
dad-14138	23	21	;	;	PUNCT
dad-14138	23	22	instead	instead	ADV
dad-14138	23	23	remember	remember	VERB
dad-14138	23	24	only	only	ADV
dad-14138	23	25	their	their	PRON
dad-14138	23	26	favorites	favorite	NOUN
dad-14138	23	27	or	or	CCONJ
dad-14138	23	28	particularly	particularly	ADV
dad-14138	23	29	memorable	memorable	ADJ
dad-14138	23	30	ones	one	NOUN
dad-14138	23	31	.	.	PUNCT
dad-14138	24	1	this	this	PRON
dad-14138	24	2	necessitates	necessitate	VERB
dad-14138	24	3	selective	selective	ADJ
dad-14138	24	4	memory	memory	NOUN
dad-14138	24	5	in	in	ADP
dad-14138	24	6	chatbots	chatbot	NOUN
dad-14138	24	7	,	,	PUNCT
dad-14138	24	8	much	much	ADV
dad-14138	24	9	like	like	ADP
dad-14138	24	10	the	the	DET
dad-14138	24	11	human	human	ADJ
dad-14138	24	12	cognitive	cognitive	ADJ
dad-14138	24	13	process	process	NOUN
dad-14138	24	14	,	,	PUNCT
dad-14138	24	15	where	where	SCONJ
dad-14138	24	16	only	only	ADV
dad-14138	24	17	the	the	DET
dad-14138	24	18	important	important	ADJ
dad-14138	24	19	elements	element	NOUN
dad-14138	24	20	of	of	ADP
dad-14138	24	21	a	a	DET
dad-14138	24	22	conversation	conversation	NOUN
dad-14138	24	23	are	be	AUX
dad-14138	24	24	remembered	remember	VERB
dad-14138	24	25	.	.	PUNCT
dad-14138	25	1	studies	study	NOUN
dad-14138	25	2	have	have	AUX
dad-14138	25	3	shown	show	VERB
dad-14138	25	4	that	that	SCONJ
dad-14138	25	5	humans	human	NOUN
dad-14138	25	6	typically	typically	ADV
dad-14138	25	7	recall	recall	VERB
dad-14138	25	8	only	only	ADV
dad-14138	25	9	about	about	ADV
dad-14138	25	10	10	10	NUM
dad-14138	25	11	%	%	NOUN
dad-14138	25	12	of	of	ADP
dad-14138	25	13	a	a	DET
dad-14138	25	14	conversation	conversation	NOUN
dad-14138	25	15	(	(	PUNCT
dad-14138	25	16	stafford	stafford	PROPN
dad-14138	25	17	and	and	CCONJ
dad-14138	25	18	daly	daly	PROPN
dad-14138	25	19	,	,	PUNCT
dad-14138	25	20	1984	1984	NUM
dad-14138	25	21	)	)	PUNCT
dad-14138	25	22	,	,	PUNCT
dad-14138	25	23	making	make	VERB
dad-14138	25	24	it	it	PRON
dad-14138	25	25	crucial	crucial	ADJ
dad-14138	25	26	to	to	PART
dad-14138	25	27	develop	develop	VERB
dad-14138	25	28	methods	method	NOUN
dad-14138	25	29	that	that	PRON
dad-14138	25	30	approximate	approximate	VERB
dad-14138	25	31	which	which	DET
dad-14138	25	32	10	10	NUM
dad-14138	25	33	%	%	NOUN
dad-14138	25	34	of	of	ADP
dad-14138	25	35	memories	memory	NOUN
dad-14138	25	36	are	be	AUX
dad-14138	25	37	likely	likely	ADJ
dad-14138	25	38	to	to	PART
dad-14138	25	39	be	be	AUX
dad-14138	25	40	most	most	ADV
dad-14138	25	41	useful	useful	ADJ
dad-14138	25	42	to	to	PART
dad-14138	25	43	retain	retain	VERB
dad-14138	25	44	.	.	PUNCT
dad-14138	26	1	this	this	DET
dad-14138	26	2	challenge	challenge	NOUN
dad-14138	26	3	raises	raise	VERB
dad-14138	26	4	the	the	DET
dad-14138	26	5	key	key	ADJ
dad-14138	26	6	question	question	NOUN
dad-14138	26	7	:	:	PUNCT
dad-14138	26	8	how	how	SCONJ
dad-14138	26	9	can	can	AUX
dad-14138	26	10	chatbots	chatbot	NOUN
dad-14138	26	11	efficiently	efficiently	ADV
dad-14138	26	12	identify	identify	VERB
dad-14138	26	13	and	and	CCONJ
dad-14138	26	14	prioritize	prioritize	VERB
dad-14138	26	15	these	these	DET
dad-14138	26	16	valuable	valuable	ADJ
dad-14138	26	17	memories	memory	NOUN
dad-14138	26	18	,	,	PUNCT
dad-14138	26	19	while	while	SCONJ
dad-14138	26	20	discarding	discard	VERB
dad-14138	26	21	irrelevant	irrelevant	ADJ
dad-14138	26	22	information	information	NOUN
dad-14138	26	23	?	?	PUNCT
dad-14138	27	1	to	to	PART
dad-14138	27	2	address	address	VERB
dad-14138	27	3	this	this	DET
dad-14138	27	4	problem	problem	NOUN
dad-14138	27	5	,	,	PUNCT
dad-14138	27	6	we	we	PRON
dad-14138	27	7	propose	propose	VERB
dad-14138	27	8	lufy	lufy	ADV
dad-14138	27	9	:	:	PUNCT
dad-14138	27	10	long	long	ADJ
dad-14138	27	11	-	-	PUNCT
dad-14138	27	12	term	term	NOUN
dad-14138	27	13	understanding	understanding	NOUN
dad-14138	27	14	and	and	CCONJ
dad-14138	27	15	identifying	identify	VERB
dad-14138	27	16	key	key	ADJ
dad-14138	27	17	exchanges	exchange	NOUN
dad-14138	27	18	in	in	ADP
dad-14138	27	19	one	one	NUM
dad-14138	27	20	-	-	PUNCT
dad-14138	27	21	on	on	ADP
dad-14138	27	22	-	-	PUNCT
dad-14138	27	23	one	one	NUM
dad-14138	27	24	conversations	conversation	NOUN
dad-14138	27	25	.	.	PUNCT
dad-14138	28	1	building	build	VERB
dad-14138	28	2	upon	upon	SCONJ
dad-14138	28	3	real	real	ADJ
dad-14138	28	4	-	-	PUNCT
dad-14138	28	5	world	world	NOUN
dad-14138	28	6	data	datum	NOUN
dad-14138	28	7	and	and	CCONJ
dad-14138	28	8	psychological	psychological	ADJ
dad-14138	28	9	insights	insight	NOUN
dad-14138	28	10	,	,	PUNCT
dad-14138	28	11	lufy	lufy	NOUN
dad-14138	28	12	improves	improve	VERB
dad-14138	28	13	existing	exist	VERB
dad-14138	28	14	rag	rag	NOUN
dad-14138	28	15	models	model	NOUN
dad-14138	28	16	by	by	ADP
dad-14138	28	17	calculating	calculate	VERB
dad-14138	28	18	six	six	NUM
dad-14138	28	19	distinct	distinct	ADJ
dad-14138	28	20	memory	memory	NOUN
dad-14138	28	21	metrics	metric	NOUN
dad-14138	28	22	,	,	PUNCT
dad-14138	28	23	whereas	whereas	SCONJ
dad-14138	28	24	the	the	DET
dad-14138	28	25	conventional	conventional	ADJ
dad-14138	28	26	simple	simple	ADJ
dad-14138	28	27	models	model	NOUN
dad-14138	28	28	like	like	ADP
dad-14138	28	29	memorybank	memorybank	PROPN
dad-14138	28	30	(	(	PUNCT
dad-14138	28	31	zhong	zhong	PROPN
dad-14138	28	32	et	et	PROPN
dad-14138	28	33	al	al	PROPN
dad-14138	28	34	.	.	PROPN
dad-14138	28	35	,	,	PUNCT
dad-14138	28	36	2024	2024	NUM
dad-14138	28	37	)	)	PUNCT
dad-14138	28	38	only	only	ADV
dad-14138	28	39	account	account	VERB
dad-14138	28	40	for	for	ADP
dad-14138	28	41	frequency	frequency	NOUN
dad-14138	28	42	and	and	CCONJ
dad-14138	28	43	recency	recency	NOUN
dad-14138	28	44	of	of	ADP
dad-14138	28	45	memory	memory	NOUN
dad-14138	28	46	recall	recall	NOUN
dad-14138	28	47	.	.	PUNCT
dad-14138	29	1	additionally	additionally	ADV
dad-14138	29	2	,	,	PUNCT
dad-14138	29	3	lufy	lufy	NOUN
dad-14138	29	4	does	do	AUX
dad-14138	29	5	not	not	PART
dad-14138	29	6	merely	merely	ADV
dad-14138	29	7	sum	sum	VERB
dad-14138	29	8	these	these	DET
dad-14138	29	9	metrics	metric	NOUN
dad-14138	29	10	but	but	CCONJ
dad-14138	29	11	uses	use	VERB
dad-14138	29	12	learned	learn	VERB
dad-14138	29	13	weights	weight	NOUN
dad-14138	29	14	to	to	PART
dad-14138	29	15	balance	balance	VERB
dad-14138	29	16	their	their	PRON
dad-14138	29	17	impact	impact	NOUN
dad-14138	29	18	.	.	PUNCT
dad-14138	30	1	these	these	DET
dad-14138	30	2	weighted	weight	VERB
dad-14138	30	3	scores	score	NOUN
dad-14138	30	4	are	be	AUX
dad-14138	30	5	then	then	ADV
dad-14138	30	6	used	use	VERB
dad-14138	30	7	in	in	ADP
dad-14138	30	8	both	both	CCONJ
dad-14138	30	9	the	the	DET
dad-14138	30	10	retrieval	retrieval	NOUN
dad-14138	30	11	and	and	CCONJ
dad-14138	30	12	forgetting	forget	VERB
dad-14138	30	13	modules	module	NOUN
dad-14138	30	14	,	,	PUNCT
dad-14138	30	15	ensuring	ensure	VERB
dad-14138	30	16	that	that	SCONJ
dad-14138	30	17	the	the	DET
dad-14138	30	18	chatbot	chatbot	NOUN
dad-14138	30	19	effectively	effectively	ADV
dad-14138	30	20	prioritizes	prioritize	VERB
dad-14138	30	21	relevant	relevant	ADJ
dad-14138	30	22	memories	memory	NOUN
dad-14138	30	23	while	while	SCONJ
dad-14138	30	24	gradually	gradually	ADV
dad-14138	30	25	forgetting	forget	VERB
dad-14138	30	26	less	less	ADV
dad-14138	30	27	important	important	ADJ
dad-14138	30	28	ones	one	NOUN
dad-14138	30	29	.	.	PUNCT
dad-14138	31	1	to	to	PART
dad-14138	31	2	empirically	empirically	ADV
dad-14138	31	3	validate	validate	VERB
dad-14138	31	4	our	our	PRON
dad-14138	31	5	proposed	propose	VERB
dad-14138	31	6	model	model	NOUN
dad-14138	31	7	and	and	CCONJ
dad-14138	31	8	its	its	PRON
dad-14138	31	9	effectiveness	effectiveness	NOUN
dad-14138	31	10	in	in	ADP
dad-14138	31	11	enhancing	enhance	VERB
dad-14138	31	12	long	long	ADJ
dad-14138	31	13	-	-	PUNCT
dad-14138	31	14	term	term	NOUN
dad-14138	31	15	conversational	conversational	ADJ
dad-14138	31	16	memory	memory	NOUN
dad-14138	31	17	,	,	PUNCT
dad-14138	31	18	we	we	PRON
dad-14138	31	19	conducted	conduct	VERB
dad-14138	31	20	an	an	DET
dad-14138	31	21	experiment	experiment	NOUN
dad-14138	31	22	involving	involve	VERB
dad-14138	31	23	human	human	ADJ
dad-14138	31	24	participants	participant	NOUN
dad-14138	31	25	.	.	PUNCT
dad-14138	32	1	in	in	ADP
dad-14138	32	2	this	this	DET
dad-14138	32	3	experiment	experiment	NOUN
dad-14138	32	4	,	,	PUNCT
dad-14138	32	5	participants	participant	NOUN
dad-14138	32	6	engaged	engage	VERB
dad-14138	32	7	in	in	ADP
dad-14138	32	8	text	text	NOUN
dad-14138	32	9	-	-	PUNCT
dad-14138	32	10	based	base	VERB
dad-14138	32	11	conversations	conversation	NOUN
dad-14138	32	12	with	with	ADP
dad-14138	32	13	chatbots	chatbot	NOUN
dad-14138	32	14	equipped	equip	VERB
dad-14138	32	15	with	with	ADP
dad-14138	32	16	different	different	ADJ
dad-14138	32	17	forgetting	forgetting	NOUN
dad-14138	32	18	modules	module	NOUN
dad-14138	32	19	,	,	PUNCT
dad-14138	32	20	each	each	PRON
dad-14138	32	21	for	for	ADP
dad-14138	32	22	at	at	ADV
dad-14138	32	23	least	least	ADV
dad-14138	32	24	two	two	NUM
dad-14138	32	25	hours	hour	NOUN
dad-14138	32	26	.	.	PUNCT
dad-14138	33	1	this	this	DET
dad-14138	33	2	duration	duration	NOUN
dad-14138	33	3	is	be	AUX
dad-14138	33	4	at	at	ADV
dad-14138	33	5	least	least	ADV
dad-14138	33	6	4.5	4.5	NUM
dad-14138	33	7	times	time	NOUN
dad-14138	33	8	longer	long	ADJ
dad-14138	33	9	than	than	ADP
dad-14138	33	10	that	that	PRON
dad-14138	33	11	of	of	ADP
dad-14138	33	12	the	the	DET
dad-14138	33	13	most	most	ADV
dad-14138	33	14	extensive	extensive	ADJ
dad-14138	33	15	existing	exist	VERB
dad-14138	33	16	studies	study	NOUN
dad-14138	33	17	of	of	ADP
dad-14138	33	18	conversational	conversational	ADJ
dad-14138	33	19	abilities	ability	NOUN
dad-14138	33	20	to	to	ADP
dad-14138	33	21	date	date	NOUN
dad-14138	33	22	,	,	PUNCT
dad-14138	33	23	as	as	SCONJ
dad-14138	33	24	shown	show	VERB
dad-14138	33	25	in	in	ADP
dad-14138	33	26	table	table	NOUN
dad-14138	33	27	1	1	NUM
dad-14138	33	28	.	.	PUNCT
dad-14138	34	1	our	our	PRON
dad-14138	34	2	results	result	NOUN
dad-14138	34	3	show	show	VERB
dad-14138	34	4	that	that	SCONJ
dad-14138	34	5	prioritizing	prioritize	VERB
dad-14138	34	6	arousing	arouse	VERB
dad-14138	34	7	memories	memory	NOUN
dad-14138	34	8	while	while	SCONJ
dad-14138	34	9	discarding	discard	VERB
dad-14138	34	10	most	most	ADJ
dad-14138	34	11	of	of	ADP
dad-14138	34	12	the	the	DET
dad-14138	34	13	conversation	conversation	NOUN
dad-14138	34	14	content	content	NOUN
dad-14138	34	15	significantly	significantly	ADV
dad-14138	34	16	enhances	enhance	VERB
dad-14138	34	17	user	user	NOUN
dad-14138	34	18	experience	experience	NOUN
dad-14138	34	19	.	.	PUNCT
dad-14138	35	1	this	this	DET
dad-14138	35	2	enhancement	enhancement	NOUN
dad-14138	35	3	is	be	AUX
dad-14138	35	4	evaluated	evaluate	VERB
dad-14138	35	5	by	by	ADP
dad-14138	35	6	human	human	ADJ
dad-14138	35	7	assessments	assessment	NOUN
dad-14138	35	8	,	,	PUNCT
dad-14138	35	9	sentiment	sentiment	NOUN
dad-14138	35	10	analysis	analysis	NOUN
dad-14138	35	11	,	,	PUNCT
dad-14138	35	12	and	and	CCONJ
dad-14138	35	13	gpt-4	gpt-4	ADJ
dad-14138	35	14	evaluations	evaluation	NOUN
dad-14138	35	15	.	.	PUNCT
dad-14138	36	1	furthermore	furthermore	ADV
dad-14138	36	2	,	,	PUNCT
dad-14138	36	3	our	our	PRON
dad-14138	36	4	method	method	NOUN
dad-14138	36	5	improved	improve	VERB
dad-14138	36	6	the	the	DET
dad-14138	36	7	precision	precision	NOUN
dad-14138	36	8	of	of	ADP
dad-14138	36	9	information	information	NOUN
dad-14138	36	10	75	75	NUM
dad-14138	36	11	ryuichi	ryuichi	PROPN
dad-14138	36	12	sumida	sumida	PROPN
dad-14138	36	13	,	,	PUNCT
dad-14138	36	14	inoue	inoue	PROPN
dad-14138	36	15	and	and	CCONJ
dad-14138	36	16	kawahara	kawahara	PROPN
dad-14138	36	17	retrieval	retrieval	NOUN
dad-14138	36	18	by	by	ADP
dad-14138	36	19	over	over	ADP
dad-14138	36	20	17	17	NUM
dad-14138	36	21	%	%	NOUN
dad-14138	36	22	compared	compare	VERB
dad-14138	36	23	to	to	ADP
dad-14138	36	24	the	the	DET
dad-14138	36	25	naive	naive	ADJ
dad-14138	36	26	rag	rag	NOUN
dad-14138	36	27	system	system	NOUN
dad-14138	36	28	with	with	ADP
dad-14138	36	29	no	no	DET
dad-14138	36	30	forgetting	forget	VERB
dad-14138	36	31	mechanism	mechanism	NOUN
dad-14138	36	32	,	,	PUNCT
dad-14138	36	33	highlighting	highlight	VERB
dad-14138	36	34	its	its	PRON
dad-14138	36	35	potential	potential	NOUN
dad-14138	36	36	for	for	ADP
dad-14138	36	37	more	more	ADV
dad-14138	36	38	accurate	accurate	ADJ
dad-14138	36	39	and	and	CCONJ
dad-14138	36	40	relevant	relevant	ADJ
dad-14138	36	41	conversational	conversational	ADJ
dad-14138	36	42	responses	response	NOUN
dad-14138	36	43	.	.	PUNCT
dad-14138	37	1	we	we	PRON
dad-14138	37	2	developed	develop	VERB
dad-14138	37	3	this	this	DET
dad-14138	37	4	comprehensive	comprehensive	ADJ
dad-14138	37	5	dataset	dataset	NOUN
dad-14138	37	6	of	of	ADP
dad-14138	37	7	human	human	ADJ
dad-14138	37	8	-	-	PUNCT
dad-14138	37	9	chatbot	chatbot	NOUN
dad-14138	37	10	conversations	conversation	NOUN
dad-14138	37	11	along	along	ADP
dad-14138	37	12	with	with	ADP
dad-14138	37	13	annotations	annotation	NOUN
dad-14138	37	14	for	for	ADP
dad-14138	37	15	the	the	DET
dad-14138	37	16	important	important	ADJ
dad-14138	37	17	utterances	utterance	NOUN
dad-14138	37	18	.	.	PUNCT
dad-14138	38	1	our	our	PRON
dad-14138	38	2	approach	approach	NOUN
dad-14138	38	3	to	to	ADP
dad-14138	38	4	data	data	NOUN
dad-14138	38	5	collection	collection	NOUN
dad-14138	38	6	is	be	AUX
dad-14138	38	7	designed	design	VERB
dad-14138	38	8	to	to	PART
dad-14138	38	9	uphold	uphold	VERB
dad-14138	38	10	rigorous	rigorous	ADJ
dad-14138	38	11	privacy	privacy	NOUN
dad-14138	38	12	and	and	CCONJ
dad-14138	38	13	ethical	ethical	ADJ
dad-14138	38	14	standards	standard	NOUN
dad-14138	38	15	,	,	PUNCT
dad-14138	38	16	with	with	ADP
dad-14138	38	17	consenting	consent	VERB
dad-14138	38	18	participants	participant	NOUN
dad-14138	38	19	and	and	CCONJ
dad-14138	38	20	robust	robust	ADJ
dad-14138	38	21	de	de	ADJ
dad-14138	38	22	-	-	NOUN
dad-14138	38	23	identification	identification	NOUN
dad-14138	38	24	procedures	procedure	NOUN
dad-14138	38	25	where	where	SCONJ
dad-14138	38	26	relevant	relevant	ADJ
dad-14138	38	27	.	.	PUNCT
dad-14138	39	1	the	the	DET
dad-14138	39	2	organization	organization	NOUN
dad-14138	39	3	of	of	ADP
dad-14138	39	4	this	this	DET
dad-14138	39	5	paper	paper	NOUN
dad-14138	39	6	is	be	AUX
dad-14138	39	7	structured	structure	VERB
dad-14138	39	8	as	as	SCONJ
dad-14138	39	9	follows	follow	VERB
dad-14138	39	10	:	:	PUNCT
dad-14138	39	11	section	section	NOUN
dad-14138	39	12	2	2	NUM
dad-14138	39	13	introduces	introduce	NOUN
dad-14138	39	14	findings	finding	NOUN
dad-14138	39	15	from	from	ADP
dad-14138	39	16	psychology	psychology	NOUN
dad-14138	39	17	and	and	CCONJ
dad-14138	39	18	explains	explain	VERB
dad-14138	39	19	how	how	SCONJ
dad-14138	39	20	to	to	PART
dad-14138	39	21	derive	derive	VERB
dad-14138	39	22	metrics	metric	NOUN
dad-14138	39	23	from	from	ADP
dad-14138	39	24	these	these	DET
dad-14138	39	25	findings	finding	NOUN
dad-14138	39	26	.	.	PUNCT
dad-14138	40	1	section	section	NOUN
dad-14138	40	2	3	3	NUM
dad-14138	40	3	details	detail	NOUN
dad-14138	40	4	methods	method	NOUN
dad-14138	40	5	for	for	ADP
dad-14138	40	6	assessing	assess	VERB
dad-14138	40	7	the	the	DET
dad-14138	40	8	importance	importance	NOUN
dad-14138	40	9	of	of	ADP
dad-14138	40	10	user	user	NOUN
dad-14138	40	11	utterances	utterance	NOUN
dad-14138	40	12	using	use	VERB
dad-14138	40	13	the	the	DET
dad-14138	40	14	metrics	metric	NOUN
dad-14138	40	15	introduced	introduce	VERB
dad-14138	40	16	in	in	ADP
dad-14138	40	17	section	section	NOUN
dad-14138	40	18	2	2	NUM
dad-14138	40	19	.	.	PUNCT
dad-14138	40	20	section	section	NOUN
dad-14138	40	21	4	4	NUM
dad-14138	40	22	explores	explore	VERB
dad-14138	40	23	the	the	DET
dad-14138	40	24	integration	integration	NOUN
dad-14138	40	25	of	of	ADP
dad-14138	40	26	the	the	DET
dad-14138	40	27	importance	importance	NOUN
dad-14138	40	28	metric	metric	ADJ
dad-14138	40	29	and	and	CCONJ
dad-14138	40	30	forgetting	forget	VERB
dad-14138	40	31	mechanisms	mechanism	NOUN
dad-14138	40	32	into	into	ADP
dad-14138	40	33	rag	rag	NOUN
dad-14138	40	34	chatbots	chatbot	NOUN
dad-14138	40	35	.	.	PUNCT
dad-14138	41	1	section	section	NOUN
dad-14138	41	2	5	5	NUM
dad-14138	41	3	presents	present	VERB
dad-14138	41	4	the	the	DET
dad-14138	41	5	user	user	NOUN
dad-14138	41	6	experiment	experiment	NOUN
dad-14138	41	7	and	and	CCONJ
dad-14138	41	8	its	its	PRON
dad-14138	41	9	results	result	NOUN
dad-14138	41	10	.	.	PUNCT
dad-14138	42	1	section	section	NOUN
dad-14138	42	2	6	6	NUM
dad-14138	42	3	reviews	review	NOUN
dad-14138	42	4	relevant	relevant	ADJ
dad-14138	42	5	prior	prior	ADJ
dad-14138	42	6	work	work	NOUN
dad-14138	42	7	in	in	ADP
dad-14138	42	8	cognitive	cognitive	ADJ
dad-14138	42	9	memory	memory	NOUN
dad-14138	42	10	theory	theory	NOUN
dad-14138	42	11	and	and	CCONJ
dad-14138	42	12	conversational	conversational	ADJ
dad-14138	42	13	ai	ai	NOUN
dad-14138	42	14	.	.	PUNCT
dad-14138	43	1	this	this	DET
dad-14138	43	2	paper	paper	NOUN
dad-14138	43	3	culminates	culminate	VERB
dad-14138	43	4	with	with	ADP
dad-14138	43	5	conclusions	conclusion	NOUN
dad-14138	43	6	and	and	CCONJ
dad-14138	43	7	future	future	ADJ
dad-14138	43	8	works	work	NOUN
dad-14138	43	9	presented	present	VERB
dad-14138	43	10	in	in	ADP
dad-14138	43	11	section	section	NOUN
dad-14138	43	12	7	7	NUM
dad-14138	43	13	.	.	NOUN
dad-14138	43	14	2	2	NUM
dad-14138	43	15	.	.	X
dad-14138	43	16	psychology	psychology	NOUN
dad-14138	43	17	of	of	ADP
dad-14138	43	18	memorizing	memorize	VERB
dad-14138	43	19	conversations	conversation	NOUN
dad-14138	43	20	memorybank	memorybank	NOUN
dad-14138	43	21	(	(	PUNCT
dad-14138	43	22	zhong	zhong	PROPN
dad-14138	43	23	et	et	PROPN
dad-14138	43	24	al	al	PROPN
dad-14138	43	25	.	.	PROPN
dad-14138	43	26	,	,	PUNCT
dad-14138	43	27	2024	2024	NUM
dad-14138	43	28	)	)	PUNCT
dad-14138	43	29	introduced	introduce	VERB
dad-14138	43	30	the	the	DET
dad-14138	43	31	idea	idea	NOUN
dad-14138	43	32	of	of	ADP
dad-14138	43	33	assessing	assess	VERB
dad-14138	43	34	the	the	DET
dad-14138	43	35	importance	importance	NOUN
dad-14138	43	36	of	of	ADP
dad-14138	43	37	a	a	DET
dad-14138	43	38	memory	memory	NOUN
dad-14138	43	39	based	base	VERB
dad-14138	43	40	on	on	ADP
dad-14138	43	41	the	the	DET
dad-14138	43	42	number	number	NOUN
dad-14138	43	43	of	of	ADP
dad-14138	43	44	times	time	NOUN
dad-14138	43	45	a	a	DET
dad-14138	43	46	memory	memory	NOUN
dad-14138	43	47	is	be	AUX
dad-14138	43	48	used	use	VERB
dad-14138	43	49	and	and	CCONJ
dad-14138	43	50	the	the	DET
dad-14138	43	51	elapsed	elapse	VERB
dad-14138	43	52	time	time	NOUN
dad-14138	43	53	since	since	SCONJ
dad-14138	43	54	the	the	DET
dad-14138	43	55	memory	memory	NOUN
dad-14138	43	56	was	be	AUX
dad-14138	43	57	last	last	ADV
dad-14138	43	58	used	use	VERB
dad-14138	43	59	.	.	PUNCT
dad-14138	44	1	this	this	DET
dad-14138	44	2	idea	idea	NOUN
dad-14138	44	3	was	be	AUX
dad-14138	44	4	inspired	inspire	VERB
dad-14138	44	5	by	by	ADP
dad-14138	44	6	the	the	DET
dad-14138	44	7	ebbinghaus	ebbinghaus	NOUN
dad-14138	44	8	forgetting	forget	VERB
dad-14138	44	9	curve	curve	NOUN
dad-14138	44	10	theory	theory	NOUN
dad-14138	44	11	(	(	PUNCT
dad-14138	44	12	ebbinghaus	ebbinghaus	PROPN
dad-14138	44	13	,	,	PUNCT
dad-14138	44	14	1885	1885	NUM
dad-14138	44	15	)	)	PUNCT
dad-14138	44	16	,	,	PUNCT
dad-14138	44	17	a	a	DET
dad-14138	44	18	theory	theory	NOUN
dad-14138	44	19	that	that	SCONJ
dad-14138	44	20	the	the	DET
dad-14138	44	21	more	more	ADJ
dad-14138	44	22	times	time	NOUN
dad-14138	44	23	information	information	NOUN
dad-14138	44	24	is	be	AUX
dad-14138	44	25	reviewed	review	VERB
dad-14138	44	26	or	or	CCONJ
dad-14138	44	27	learned	learn	VERB
dad-14138	44	28	,	,	PUNCT
dad-14138	44	29	the	the	PRON
dad-14138	44	30	slower	slow	ADJ
dad-14138	44	31	the	the	DET
dad-14138	44	32	rate	rate	NOUN
dad-14138	44	33	of	of	ADP
dad-14138	44	34	forgetting	forget	VERB
dad-14138	44	35	.	.	PUNCT
dad-14138	45	1	in	in	ADP
dad-14138	45	2	this	this	DET
dad-14138	45	3	model	model	NOUN
dad-14138	45	4	,	,	PUNCT
dad-14138	45	5	the	the	DET
dad-14138	45	6	importance	importance	NOUN
dad-14138	45	7	of	of	ADP
dad-14138	45	8	a	a	DET
dad-14138	45	9	memory	memory	NOUN
dad-14138	45	10	is	be	AUX
dad-14138	45	11	represented	represent	VERB
dad-14138	45	12	as	as	ADP
dad-14138	45	13	:	:	PUNCT
dad-14138	45	14	importance	importance	NOUN
dad-14138	45	15	=	=	SYM
dad-14138	45	16	e−	e−	PROPN
dad-14138	45	17	∆t	∆t	PROPN
dad-14138	45	18	s	s	PART
dad-14138	45	19	.	.	PUNCT
dad-14138	46	1	(	(	PUNCT
dad-14138	46	2	1	1	X
dad-14138	46	3	)	)	PUNCT
dad-14138	46	4	here	here	ADV
dad-14138	46	5	,	,	PUNCT
dad-14138	46	6	∆t	∆t	PROPN
dad-14138	46	7	represents	represent	VERB
dad-14138	46	8	the	the	DET
dad-14138	46	9	time	time	NOUN
dad-14138	46	10	elapsed	elapse	VERB
dad-14138	46	11	since	since	SCONJ
dad-14138	46	12	the	the	DET
dad-14138	46	13	memory	memory	NOUN
dad-14138	46	14	was	be	AUX
dad-14138	46	15	last	last	ADV
dad-14138	46	16	retrieved	retrieve	VERB
dad-14138	46	17	,	,	PUNCT
dad-14138	46	18	and	and	CCONJ
dad-14138	46	19	s	s	VERB
dad-14138	46	20	is	be	AUX
dad-14138	46	21	the	the	DET
dad-14138	46	22	number	number	NOUN
dad-14138	46	23	of	of	ADP
dad-14138	46	24	times	time	NOUN
dad-14138	46	25	the	the	DET
dad-14138	46	26	memory	memory	NOUN
dad-14138	46	27	is	be	AUX
dad-14138	46	28	retrieved	retrieve	VERB
dad-14138	46	29	.	.	PUNCT
dad-14138	47	1	in	in	ADP
dad-14138	47	2	memorybank	memorybank	PROPN
dad-14138	47	3	,	,	PUNCT
dad-14138	47	4	the	the	DET
dad-14138	47	5	initial	initial	ADJ
dad-14138	47	6	value	value	NOUN
dad-14138	47	7	of	of	ADP
dad-14138	47	8	s	s	NOUN
dad-14138	47	9	is	be	AUX
dad-14138	47	10	set	set	VERB
dad-14138	47	11	to	to	ADP
dad-14138	47	12	1	1	NUM
dad-14138	47	13	upon	upon	SCONJ
dad-14138	47	14	its	its	PRON
dad-14138	47	15	first	first	ADJ
dad-14138	47	16	mention	mention	NOUN
dad-14138	47	17	in	in	ADP
dad-14138	47	18	a	a	DET
dad-14138	47	19	conversation	conversation	NOUN
dad-14138	47	20	.	.	PUNCT
dad-14138	48	1	when	when	SCONJ
dad-14138	48	2	a	a	DET
dad-14138	48	3	memory	memory	NOUN
dad-14138	48	4	item	item	NOUN
dad-14138	48	5	is	be	AUX
dad-14138	48	6	recalled	recall	VERB
dad-14138	48	7	during	during	ADP
dad-14138	48	8	conversations	conversation	NOUN
dad-14138	48	9	,	,	PUNCT
dad-14138	48	10	s	s	VERB
dad-14138	48	11	is	be	AUX
dad-14138	48	12	increased	increase	VERB
dad-14138	48	13	by	by	ADP
dad-14138	48	14	1	1	NUM
dad-14138	48	15	and	and	CCONJ
dad-14138	48	16	∆t	∆t	PROPN
dad-14138	48	17	is	be	AUX
dad-14138	48	18	reset	reset	ADJ
dad-14138	48	19	to	to	ADP
dad-14138	48	20	0	0	NUM
dad-14138	48	21	.	.	PUNCT
dad-14138	49	1	nevertheless	nevertheless	ADV
dad-14138	49	2	,	,	PUNCT
dad-14138	49	3	as	as	SCONJ
dad-14138	49	4	acknowledged	acknowledge	VERB
dad-14138	49	5	in	in	ADP
dad-14138	49	6	their	their	PRON
dad-14138	49	7	study	study	NOUN
dad-14138	49	8	,	,	PUNCT
dad-14138	49	9	this	this	PRON
dad-14138	49	10	represents	represent	VERB
dad-14138	49	11	a	a	DET
dad-14138	49	12	preliminary	preliminary	ADJ
dad-14138	49	13	and	and	CCONJ
dad-14138	49	14	oversimplified	oversimplified	ADJ
dad-14138	49	15	model	model	NOUN
dad-14138	49	16	for	for	ADP
dad-14138	49	17	memory	memory	NOUN
dad-14138	49	18	’s	’s	PART
dad-14138	49	19	importance	importance	NOUN
dad-14138	49	20	updating	updating	NOUN
dad-14138	49	21	.	.	PUNCT
dad-14138	50	1	most	most	ADV
dad-14138	50	2	importantly	importantly	ADV
dad-14138	50	3	,	,	PUNCT
dad-14138	50	4	their	their	PRON
dad-14138	50	5	work	work	NOUN
dad-14138	50	6	did	do	AUX
dad-14138	50	7	not	not	PART
dad-14138	50	8	include	include	VERB
dad-14138	50	9	experiments	experiment	NOUN
dad-14138	50	10	to	to	PART
dad-14138	50	11	validate	validate	VERB
dad-14138	50	12	their	their	PRON
dad-14138	50	13	proposed	propose	VERB
dad-14138	50	14	concept	concept	NOUN
dad-14138	50	15	.	.	PUNCT
dad-14138	51	1	despite	despite	SCONJ
dad-14138	51	2	the	the	DET
dad-14138	51	3	innovative	innovative	ADJ
dad-14138	51	4	approach	approach	NOUN
dad-14138	51	5	taken	take	VERB
dad-14138	51	6	by	by	ADP
dad-14138	51	7	memorybank	memorybank	PROPN
dad-14138	51	8	,	,	PUNCT
dad-14138	51	9	the	the	DET
dad-14138	51	10	model	model	NOUN
dad-14138	51	11	’s	’s	PART
dad-14138	51	12	simplicity	simplicity	NOUN
dad-14138	51	13	overlooks	overlook	VERB
dad-14138	51	14	critical	critical	ADJ
dad-14138	51	15	aspects	aspect	NOUN
dad-14138	51	16	of	of	ADP
dad-14138	51	17	how	how	SCONJ
dad-14138	51	18	memories	memory	NOUN
dad-14138	51	19	are	be	AUX
dad-14138	51	20	valued	value	VERB
dad-14138	51	21	and	and	CCONJ
dad-14138	51	22	retained	retain	VERB
dad-14138	51	23	.	.	PUNCT
dad-14138	52	1	this	this	DET
dad-14138	52	2	oversight	oversight	NOUN
dad-14138	52	3	becomes	become	VERB
dad-14138	52	4	especially	especially	ADV
dad-14138	52	5	apparent	apparent	ADJ
dad-14138	52	6	when	when	SCONJ
dad-14138	52	7	considering	consider	VERB
dad-14138	52	8	the	the	DET
dad-14138	52	9	concept	concept	NOUN
dad-14138	52	10	of	of	ADP
dad-14138	52	11	flashbulb	flashbulb	NOUN
dad-14138	52	12	memories	memory	NOUN
dad-14138	52	13	,	,	PUNCT
dad-14138	52	14	as	as	SCONJ
dad-14138	52	15	described	describe	VERB
dad-14138	52	16	by	by	ADP
dad-14138	52	17	(	(	PUNCT
dad-14138	52	18	brown	brown	ADJ
dad-14138	52	19	and	and	CCONJ
dad-14138	52	20	kulik	kulik	NOUN
dad-14138	52	21	,	,	PUNCT
dad-14138	52	22	1977	1977	NUM
dad-14138	52	23	)	)	PUNCT
dad-14138	52	24	.	.	PUNCT
dad-14138	53	1	these	these	DET
dad-14138	53	2	memories	memory	NOUN
dad-14138	53	3	,	,	PUNCT
dad-14138	53	4	such	such	ADJ
dad-14138	53	5	as	as	ADP
dad-14138	53	6	the	the	DET
dad-14138	53	7	news	news	NOUN
dad-14138	53	8	of	of	ADP
dad-14138	53	9	the	the	DET
dad-14138	53	10	9/11	9/11	NUM
dad-14138	53	11	terrorist	terrorist	NOUN
dad-14138	53	12	attacks	attack	NOUN
dad-14138	53	13	,	,	PUNCT
dad-14138	53	14	maintain	maintain	VERB
dad-14138	53	15	their	their	PRON
dad-14138	53	16	vividness	vividness	NOUN
dad-14138	53	17	and	and	CCONJ
dad-14138	53	18	strength	strength	NOUN
dad-14138	53	19	regardless	regardless	ADV
dad-14138	53	20	of	of	ADP
dad-14138	53	21	recall	recall	NOUN
dad-14138	53	22	frequency	frequency	NOUN
dad-14138	53	23	.	.	PUNCT
dad-14138	54	1	the	the	DET
dad-14138	54	2	current	current	ADJ
dad-14138	54	3	method	method	NOUN
dad-14138	54	4	of	of	ADP
dad-14138	54	5	uniformly	uniformly	ADV
dad-14138	54	6	updating	update	VERB
dad-14138	54	7	s	s	PART
dad-14138	54	8	fails	fail	VERB
dad-14138	54	9	to	to	PART
dad-14138	54	10	reflect	reflect	VERB
dad-14138	54	11	the	the	DET
dad-14138	54	12	intricate	intricate	ADJ
dad-14138	54	13	nature	nature	NOUN
dad-14138	54	14	of	of	ADP
dad-14138	54	15	memory	memory	NOUN
dad-14138	54	16	consolidation	consolidation	NOUN
dad-14138	54	17	and	and	CCONJ
dad-14138	54	18	the	the	DET
dad-14138	54	19	differential	differential	ADJ
dad-14138	54	20	impact	impact	NOUN
dad-14138	54	21	of	of	ADP
dad-14138	54	22	emotionally	emotionally	ADV
dad-14138	54	23	charged	charge	VERB
dad-14138	54	24	events	event	NOUN
dad-14138	54	25	.	.	PUNCT
dad-14138	55	1	in	in	ADP
dad-14138	55	2	the	the	DET
dad-14138	55	3	following	following	NOUN
dad-14138	55	4	,	,	PUNCT
dad-14138	55	5	we	we	PRON
dad-14138	55	6	explain	explain	VERB
dad-14138	55	7	pivotal	pivotal	ADJ
dad-14138	55	8	insights	insight	NOUN
dad-14138	55	9	from	from	ADP
dad-14138	55	10	psychology	psychology	NOUN
dad-14138	55	11	that	that	PRON
dad-14138	55	12	offer	offer	VERB
dad-14138	55	13	valuable	valuable	ADJ
dad-14138	55	14	perspectives	perspective	NOUN
dad-14138	55	15	on	on	ADP
dad-14138	55	16	conversations	conversation	NOUN
dad-14138	55	17	,	,	PUNCT
dad-14138	55	18	particularly	particularly	ADV
dad-14138	55	19	focusing	focus	VERB
dad-14138	55	20	on	on	ADP
dad-14138	55	21	memory	memory	NOUN
dad-14138	55	22	consolidation	consolidation	NOUN
dad-14138	55	23	and	and	CCONJ
dad-14138	55	24	retention	retention	NOUN
dad-14138	55	25	mechanisms	mechanism	NOUN
dad-14138	55	26	.	.	PUNCT
dad-14138	56	1	additionally	additionally	ADV
dad-14138	56	2	,	,	PUNCT
dad-14138	56	3	we	we	PRON
dad-14138	56	4	demonstrate	demonstrate	VERB
dad-14138	56	5	how	how	SCONJ
dad-14138	56	6	these	these	DET
dad-14138	56	7	findings	finding	NOUN
dad-14138	56	8	can	can	AUX
dad-14138	56	9	be	be	AUX
dad-14138	56	10	applied	apply	VERB
dad-14138	56	11	to	to	PART
dad-14138	56	12	numerically	numerically	ADV
dad-14138	56	13	score	score	VERB
dad-14138	56	14	the	the	DET
dad-14138	56	15	importance	importance	NOUN
dad-14138	56	16	of	of	ADP
dad-14138	56	17	an	an	DET
dad-14138	56	18	utterance	utterance	NOUN
dad-14138	56	19	.	.	PUNCT
dad-14138	57	1	first	first	ADV
dad-14138	57	2	,	,	PUNCT
dad-14138	57	3	emotional	emotional	ADJ
dad-14138	57	4	arousal	arousal	NOUN
dad-14138	57	5	greatly	greatly	ADV
dad-14138	57	6	enhances	enhance	VERB
dad-14138	57	7	memory	memory	NOUN
dad-14138	57	8	consolidation	consolidation	NOUN
dad-14138	57	9	(	(	PUNCT
dad-14138	57	10	brown	brown	NOUN
dad-14138	57	11	and	and	CCONJ
dad-14138	57	12	kulik	kulik	PROPN
dad-14138	57	13	,	,	PUNCT
dad-14138	57	14	1977	1977	NUM
dad-14138	57	15	;	;	PUNCT
dad-14138	57	16	conway	conway	PROPN
dad-14138	57	17	et	et	PROPN
dad-14138	57	18	al	al	PROPN
dad-14138	57	19	.	.	PROPN
dad-14138	57	20	,	,	PUNCT
dad-14138	57	21	1994	1994	NUM
dad-14138	57	22	;	;	PUNCT
dad-14138	57	23	mcgaugh	mcgaugh	NOUN
dad-14138	57	24	,	,	PUNCT
dad-14138	57	25	2003	2003	NUM
dad-14138	57	26	;	;	PUNCT
dad-14138	57	27	reisberg	reisberg	PROPN
dad-14138	57	28	and	and	CCONJ
dad-14138	57	29	hertel	hertel	PROPN
dad-14138	57	30	,	,	PUNCT
dad-14138	57	31	2003	2003	NUM
dad-14138	57	32	)	)	PUNCT
dad-14138	57	33	,	,	PUNCT
dad-14138	57	34	a	a	DET
dad-14138	57	35	phenomenon	phenomenon	NOUN
dad-14138	57	36	well	well	ADV
dad-14138	57	37	-	-	PUNCT
dad-14138	57	38	documented	document	VERB
dad-14138	57	39	in	in	ADP
dad-14138	57	40	studies	study	NOUN
dad-14138	57	41	like	like	ADP
dad-14138	57	42	flashbulb	flashbulb	NOUN
dad-14138	57	43	memories	memory	NOUN
dad-14138	57	44	(	(	PUNCT
dad-14138	57	45	brown	brown	NOUN
dad-14138	57	46	and	and	CCONJ
dad-14138	57	47	kulik	kulik	PROPN
dad-14138	57	48	,	,	PUNCT
dad-14138	57	49	1977	1977	NUM
dad-14138	57	50	)	)	PUNCT
dad-14138	57	51	.	.	PUNCT
dad-14138	58	1	emotionally	emotionally	ADV
dad-14138	58	2	charged	charge	VERB
dad-14138	58	3	events	event	NOUN
dad-14138	58	4	,	,	PUNCT
dad-14138	58	5	such	such	ADJ
dad-14138	58	6	as	as	ADP
dad-14138	58	7	dramatic	dramatic	ADJ
dad-14138	58	8	personal	personal	ADJ
dad-14138	58	9	experiences	experience	NOUN
dad-14138	58	10	like	like	ADP
dad-14138	58	11	a	a	DET
dad-14138	58	12	breakup	breakup	NOUN
dad-14138	58	13	or	or	CCONJ
dad-14138	58	14	receiving	receive	VERB
dad-14138	58	15	college	college	NOUN
dad-14138	58	16	admissions	admission	NOUN
dad-14138	58	17	,	,	PUNCT
dad-14138	58	18	are	be	AUX
dad-14138	58	19	more	more	ADV
dad-14138	58	20	likely	likely	ADJ
dad-14138	58	21	to	to	PART
dad-14138	58	22	be	be	AUX
dad-14138	58	23	remembered	remember	VERB
dad-14138	58	24	.	.	PUNCT
dad-14138	59	1	we	we	PRON
dad-14138	59	2	used	use	VERB
dad-14138	59	3	roberta	roberta	PROPN
dad-14138	59	4	(	(	PUNCT
dad-14138	59	5	liu	liu	PROPN
dad-14138	59	6	et	et	PROPN
dad-14138	59	7	al	al	PROPN
dad-14138	59	8	.	.	PROPN
dad-14138	59	9	,	,	PUNCT
dad-14138	59	10	2019	2019	NUM
dad-14138	59	11	)	)	PUNCT
dad-14138	59	12	finetuned	finetune	VERB
dad-14138	59	13	with	with	ADP
dad-14138	59	14	emobank	emobank	PROPN
dad-14138	59	15	(	(	PUNCT
dad-14138	59	16	buechel	buechel	NOUN
dad-14138	59	17	and	and	CCONJ
dad-14138	59	18	hahn	hahn	PROPN
dad-14138	59	19	,	,	PUNCT
dad-14138	59	20	2017	2017	NUM
dad-14138	59	21	)	)	PUNCT
dad-14138	59	22	,	,	PUNCT
dad-14138	59	23	a	a	DET
dad-14138	59	24	10k	10k	NOUN
dad-14138	59	25	text	text	NOUN
dad-14138	59	26	corpus	corpus	NOUN
dad-14138	59	27	manually	manually	ADV
dad-14138	59	28	annotated	annotate	VERB
dad-14138	59	29	with	with	ADP
dad-14138	59	30	emotion	emotion	NOUN
dad-14138	59	31	,	,	PUNCT
dad-14138	59	32	to	to	PART
dad-14138	59	33	measure	measure	VERB
dad-14138	59	34	arousal	arousal	NOUN
dad-14138	59	35	in	in	ADP
dad-14138	59	36	user	user	NOUN
dad-14138	59	37	’s	’s	PART
dad-14138	59	38	utterance	utterance	NOUN
dad-14138	59	39	.	.	PUNCT
dad-14138	60	1	76	76	NUM
dad-14138	60	2	enhancing	enhance	VERB
dad-14138	60	3	long	long	ADJ
dad-14138	60	4	-	-	PUNCT
dad-14138	60	5	term	term	NOUN
dad-14138	60	6	rag	rag	NOUN
dad-14138	60	7	chatbots	chatbot	NOUN
dad-14138	60	8	with	with	ADP
dad-14138	60	9	psychological	psychological	ADJ
dad-14138	60	10	models	model	NOUN
dad-14138	60	11	second	second	ADV
dad-14138	61	1	,	,	PUNCT
dad-14138	61	2	the	the	DET
dad-14138	61	3	element	element	NOUN
dad-14138	61	4	of	of	ADP
dad-14138	61	5	surprise	surprise	NOUN
dad-14138	61	6	plays	play	VERB
dad-14138	61	7	a	a	DET
dad-14138	61	8	crucial	crucial	ADJ
dad-14138	61	9	role	role	NOUN
dad-14138	61	10	in	in	ADP
dad-14138	61	11	memory	memory	NOUN
dad-14138	61	12	retention	retention	NOUN
dad-14138	61	13	.	.	PUNCT
dad-14138	62	1	events	event	NOUN
dad-14138	62	2	that	that	PRON
dad-14138	62	3	deviate	deviate	VERB
dad-14138	62	4	from	from	ADP
dad-14138	62	5	expectations	expectation	NOUN
dad-14138	62	6	are	be	AUX
dad-14138	62	7	more	more	ADV
dad-14138	62	8	memorable	memorable	ADJ
dad-14138	62	9	(	(	PUNCT
dad-14138	62	10	breton	breton	NOUN
dad-14138	62	11	-	-	PUNCT
dad-14138	62	12	provencher	provencher	PROPN
dad-14138	62	13	et	et	PROPN
dad-14138	62	14	al	al	PROPN
dad-14138	62	15	.	.	PROPN
dad-14138	62	16	,	,	PUNCT
dad-14138	62	17	2022	2022	NUM
dad-14138	62	18	)	)	PUNCT
dad-14138	62	19	.	.	PUNCT
dad-14138	63	1	to	to	PART
dad-14138	63	2	quantify	quantify	VERB
dad-14138	63	3	this	this	DET
dad-14138	63	4	element	element	NOUN
dad-14138	63	5	of	of	ADP
dad-14138	63	6	surprise	surprise	NOUN
dad-14138	63	7	,	,	PUNCT
dad-14138	63	8	we	we	PRON
dad-14138	63	9	used	use	VERB
dad-14138	63	10	the	the	DET
dad-14138	63	11	system	system	NOUN
dad-14138	63	12	’s	’s	PART
dad-14138	63	13	utterance	utterance	NOUN
dad-14138	63	14	as	as	ADP
dad-14138	63	15	context	context	NOUN
dad-14138	63	16	to	to	PART
dad-14138	63	17	evaluate	evaluate	VERB
dad-14138	63	18	the	the	DET
dad-14138	63	19	perplexity	perplexity	NOUN
dad-14138	63	20	of	of	ADP
dad-14138	63	21	the	the	DET
dad-14138	63	22	user	user	NOUN
dad-14138	63	23	’s	’s	PART
dad-14138	63	24	utterance	utterance	NOUN
dad-14138	63	25	,	,	PUNCT
dad-14138	63	26	a	a	DET
dad-14138	63	27	measure	measure	NOUN
dad-14138	63	28	of	of	ADP
dad-14138	63	29	how	how	SCONJ
dad-14138	63	30	predictable	predictable	ADJ
dad-14138	63	31	a	a	DET
dad-14138	63	32	piece	piece	NOUN
dad-14138	63	33	of	of	ADP
dad-14138	63	34	text	text	NOUN
dad-14138	63	35	is	be	AUX
dad-14138	63	36	.	.	PUNCT
dad-14138	64	1	we	we	PRON
dad-14138	64	2	employed	employ	VERB
dad-14138	64	3	the	the	DET
dad-14138	64	4	gpt2	gpt2	PROPN
dad-14138	64	5	-	-	PUNCT
dad-14138	64	6	large	large	ADJ
dad-14138	64	7	model	model	NOUN
dad-14138	64	8	to	to	PART
dad-14138	64	9	calculate	calculate	VERB
dad-14138	64	10	the	the	DET
dad-14138	64	11	perplexity	perplexity	NOUN
dad-14138	64	12	,	,	PUNCT
dad-14138	64	13	using	use	VERB
dad-14138	64	14	the	the	DET
dad-14138	64	15	chatbot	chatbot	NOUN
dad-14138	64	16	’s	’s	PART
dad-14138	64	17	utterance	utterance	NOUN
dad-14138	64	18	as	as	ADP
dad-14138	64	19	context	context	NOUN
dad-14138	64	20	.	.	PUNCT
dad-14138	65	1	third	third	ADV
dad-14138	65	2	,	,	PUNCT
dad-14138	65	3	the	the	DET
dad-14138	65	4	concept	concept	NOUN
dad-14138	65	5	of	of	ADP
dad-14138	65	6	retrieval	retrieval	NOUN
dad-14138	65	7	-	-	PUNCT
dad-14138	65	8	induced	induce	VERB
dad-14138	65	9	forgetting	forget	VERB
dad-14138	65	10	(	(	PUNCT
dad-14138	65	11	rif	rif	PROPN
dad-14138	65	12	)	)	PUNCT
dad-14138	65	13	suggests	suggest	VERB
dad-14138	65	14	that	that	SCONJ
dad-14138	65	15	selectively	selectively	ADV
dad-14138	65	16	recalling	recall	VERB
dad-14138	65	17	certain	certain	ADJ
dad-14138	65	18	memories	memory	NOUN
dad-14138	65	19	strengthens	strengthen	VERB
dad-14138	65	20	those	those	DET
dad-14138	65	21	memories	memory	NOUN
dad-14138	65	22	while	while	SCONJ
dad-14138	65	23	making	make	VERB
dad-14138	65	24	related	related	ADJ
dad-14138	65	25	but	but	CCONJ
dad-14138	65	26	unmentioned	unmentioned	ADJ
dad-14138	65	27	memories	memory	NOUN
dad-14138	65	28	more	more	ADV
dad-14138	65	29	likely	likely	ADJ
dad-14138	65	30	to	to	PART
dad-14138	65	31	be	be	AUX
dad-14138	65	32	forgotten	forget	VERB
dad-14138	65	33	(	(	PUNCT
dad-14138	65	34	hirst	hirst	PROPN
dad-14138	65	35	and	and	CCONJ
dad-14138	65	36	echterhoff	echterhoff	ADJ
dad-14138	65	37	,	,	PUNCT
dad-14138	65	38	2012	2012	NUM
dad-14138	65	39	)	)	PUNCT
dad-14138	65	40	.	.	PUNCT
dad-14138	66	1	aligning	align	VERB
dad-14138	66	2	our	our	PRON
dad-14138	66	3	method	method	NOUN
dad-14138	66	4	with	with	ADP
dad-14138	66	5	the	the	DET
dad-14138	66	6	concept	concept	NOUN
dad-14138	66	7	of	of	ADP
dad-14138	66	8	rif	rif	PROPN
dad-14138	66	9	(	(	PUNCT
dad-14138	66	10	hirst	hirst	PROPN
dad-14138	66	11	and	and	CCONJ
dad-14138	66	12	echterhoff	echterhoff	ADJ
dad-14138	66	13	,	,	PUNCT
dad-14138	66	14	2012	2012	NUM
dad-14138	66	15	)	)	PUNCT
dad-14138	66	16	,	,	PUNCT
dad-14138	66	17	we	we	PRON
dad-14138	66	18	retrieved	retrieve	VERB
dad-14138	66	19	the	the	DET
dad-14138	66	20	top	top	ADJ
dad-14138	66	21	2	2	NUM
dad-14138	66	22	memories	memory	NOUN
dad-14138	66	23	despite	despite	SCONJ
dad-14138	66	24	the	the	DET
dad-14138	66	25	higher	high	ADJ
dad-14138	66	26	effectiveness	effectiveness	NOUN
dad-14138	66	27	observed	observe	VERB
dad-14138	66	28	with	with	ADP
dad-14138	66	29	the	the	DET
dad-14138	66	30	top	top	ADJ
dad-14138	66	31	5	5	NUM
dad-14138	66	32	(	(	PUNCT
dad-14138	66	33	see	see	VERB
dad-14138	66	34	appendix	appendix	VERB
dad-14138	66	35	a	a	PRON
dad-14138	66	36	for	for	ADP
dad-14138	66	37	further	further	ADJ
dad-14138	66	38	analysis	analysis	NOUN
dad-14138	66	39	of	of	ADP
dad-14138	66	40	top	top	ADJ
dad-14138	66	41	-	-	PUNCT
dad-14138	66	42	k	k	NOUN
dad-14138	66	43	retrieval	retrieval	NOUN
dad-14138	66	44	)	)	PUNCT
dad-14138	66	45	.	.	PUNCT
dad-14138	67	1	the	the	DET
dad-14138	67	2	memory	memory	NOUN
dad-14138	67	3	ranked	rank	VERB
dad-14138	67	4	as	as	ADP
dad-14138	67	5	the	the	DET
dad-14138	67	6	most	most	ADV
dad-14138	67	7	relevant	relevant	ADJ
dad-14138	67	8	(	(	PUNCT
dad-14138	67	9	r1	r1	PROPN
dad-14138	67	10	)	)	PUNCT
dad-14138	67	11	is	be	AUX
dad-14138	67	12	used	use	VERB
dad-14138	67	13	for	for	ADP
dad-14138	67	14	response	response	NOUN
dad-14138	67	15	generation	generation	NOUN
dad-14138	67	16	to	to	PART
dad-14138	67	17	reinforce	reinforce	VERB
dad-14138	67	18	its	its	PRON
dad-14138	67	19	strength	strength	NOUN
dad-14138	67	20	,	,	PUNCT
dad-14138	67	21	while	while	SCONJ
dad-14138	67	22	the	the	DET
dad-14138	67	23	second	second	ADJ
dad-14138	67	24	most	most	ADV
dad-14138	67	25	relevant	relevant	ADJ
dad-14138	67	26	memory	memory	NOUN
dad-14138	67	27	(	(	PUNCT
dad-14138	67	28	r2	r2	PROPN
dad-14138	67	29	)	)	PUNCT
dad-14138	67	30	is	be	AUX
dad-14138	67	31	retrieved	retrieve	VERB
dad-14138	67	32	but	but	CCONJ
dad-14138	67	33	not	not	PART
dad-14138	67	34	used	use	VERB
dad-14138	67	35	for	for	ADP
dad-14138	67	36	response	response	NOUN
dad-14138	67	37	generation	generation	NOUN
dad-14138	67	38	to	to	PART
dad-14138	67	39	encourage	encourage	VERB
dad-14138	67	40	forgetting	forget	VERB
dad-14138	67	41	,	,	PUNCT
dad-14138	67	42	in	in	ADP
dad-14138	67	43	accordance	accordance	NOUN
dad-14138	67	44	with	with	ADP
dad-14138	67	45	rif	rif	PROPN
dad-14138	67	46	principles	principle	NOUN
dad-14138	67	47	.	.	PUNCT
dad-14138	68	1	we	we	PRON
dad-14138	68	2	note	note	VERB
dad-14138	68	3	,	,	PUNCT
dad-14138	68	4	however	however	ADV
dad-14138	68	5	,	,	PUNCT
dad-14138	68	6	that	that	SCONJ
dad-14138	68	7	retrieving	retrieve	VERB
dad-14138	68	8	the	the	DET
dad-14138	68	9	top	top	ADJ
dad-14138	68	10	two	two	NUM
dad-14138	68	11	memories	memory	NOUN
dad-14138	68	12	relative	relative	ADJ
dad-14138	68	13	to	to	ADP
dad-14138	68	14	the	the	DET
dad-14138	68	15	user	user	NOUN
dad-14138	68	16	’s	’s	PART
dad-14138	68	17	current	current	ADJ
dad-14138	68	18	utterance	utterance	NOUN
dad-14138	68	19	does	do	AUX
dad-14138	68	20	not	not	PART
dad-14138	68	21	guarantee	guarantee	VERB
dad-14138	68	22	that	that	SCONJ
dad-14138	68	23	r1	r1	NOUN
dad-14138	68	24	and	and	CCONJ
dad-14138	68	25	r2	r2	PROPN
dad-14138	68	26	are	be	AUX
dad-14138	68	27	semantically	semantically	ADV
dad-14138	68	28	similar	similar	ADJ
dad-14138	68	29	to	to	ADP
dad-14138	68	30	each	each	DET
dad-14138	68	31	other	other	ADJ
dad-14138	68	32	.	.	PUNCT
dad-14138	69	1	cosine	cosine	NOUN
dad-14138	69	2	similarity	similarity	NOUN
dad-14138	69	3	is	be	AUX
dad-14138	69	4	computed	compute	VERB
dad-14138	69	5	relative	relative	ADJ
dad-14138	69	6	to	to	ADP
dad-14138	69	7	the	the	DET
dad-14138	69	8	query	query	NOUN
dad-14138	69	9	,	,	PUNCT
dad-14138	69	10	not	not	PART
dad-14138	69	11	between	between	ADP
dad-14138	69	12	memories	memory	NOUN
dad-14138	69	13	themselves	themselves	PRON
dad-14138	69	14	,	,	PUNCT
dad-14138	69	15	so	so	ADV
dad-14138	69	16	r2	r2	PROPN
dad-14138	69	17	may	may	AUX
dad-14138	69	18	not	not	PART
dad-14138	69	19	represent	represent	VERB
dad-14138	69	20	a	a	DET
dad-14138	69	21	“	"	PUNCT
dad-14138	69	22	competitor	competitor	NOUN
dad-14138	69	23	”	"	PUNCT
dad-14138	69	24	memory	memory	NOUN
dad-14138	69	25	in	in	ADP
dad-14138	69	26	the	the	DET
dad-14138	69	27	strict	strict	ADJ
dad-14138	69	28	psychological	psychological	ADJ
dad-14138	69	29	sense	sense	NOUN
dad-14138	69	30	of	of	ADP
dad-14138	69	31	retrieval	retrieval	NOUN
dad-14138	69	32	-	-	PUNCT
dad-14138	69	33	induced	induce	VERB
dad-14138	69	34	forgetting	forgetting	NOUN
dad-14138	69	35	.	.	PUNCT
dad-14138	70	1	our	our	PRON
dad-14138	70	2	use	use	NOUN
dad-14138	70	3	of	of	ADP
dad-14138	70	4	r2	r2	PROPN
dad-14138	70	5	therefore	therefore	ADV
dad-14138	70	6	approximates	approximate	VERB
dad-14138	70	7	the	the	DET
dad-14138	70	8	competitive	competitive	ADJ
dad-14138	70	9	retrieval	retrieval	NOUN
dad-14138	70	10	structure	structure	NOUN
dad-14138	70	11	of	of	ADP
dad-14138	70	12	rif	rif	PROPN
dad-14138	70	13	but	but	CCONJ
dad-14138	70	14	does	do	AUX
dad-14138	70	15	not	not	PART
dad-14138	70	16	assume	assume	VERB
dad-14138	70	17	semantic	semantic	ADJ
dad-14138	70	18	closeness	closeness	NOUN
dad-14138	70	19	between	between	ADP
dad-14138	70	20	r1	r1	PROPN
dad-14138	70	21	and	and	CCONJ
dad-14138	70	22	r2	r2	NOUN
dad-14138	70	23	,	,	PUNCT
dad-14138	70	24	and	and	CCONJ
dad-14138	70	25	future	future	ADJ
dad-14138	70	26	work	work	NOUN
dad-14138	70	27	could	could	AUX
dad-14138	70	28	refine	refine	VERB
dad-14138	70	29	this	this	PRON
dad-14138	70	30	by	by	ADP
dad-14138	70	31	identifying	identify	VERB
dad-14138	70	32	memories	memory	NOUN
dad-14138	70	33	most	most	ADV
dad-14138	70	34	similar	similar	ADJ
dad-14138	70	35	to	to	ADP
dad-14138	70	36	r1	r1	NOUN
dad-14138	70	37	directly	directly	ADV
dad-14138	70	38	.	.	PUNCT
dad-14138	71	1	fourth	fourth	ADJ
dad-14138	71	2	,	,	PUNCT
dad-14138	71	3	motivated	motivate	VERB
dad-14138	71	4	by	by	ADP
dad-14138	71	5	prior	prior	ADJ
dad-14138	71	6	work	work	NOUN
dad-14138	71	7	suggesting	suggest	VERB
dad-14138	71	8	that	that	SCONJ
dad-14138	71	9	approximately	approximately	ADV
dad-14138	71	10	70	70	NUM
dad-14138	71	11	%	%	NOUN
dad-14138	71	12	of	of	ADP
dad-14138	71	13	conversational	conversational	ADJ
dad-14138	71	14	time	time	NOUN
dad-14138	71	15	is	be	AUX
dad-14138	71	16	devoted	devote	VERB
dad-14138	71	17	to	to	ADP
dad-14138	71	18	discussing	discuss	VERB
dad-14138	71	19	contemporary	contemporary	ADJ
dad-14138	71	20	events	event	NOUN
dad-14138	71	21	(	(	PUNCT
dad-14138	71	22	dunbar	dunbar	NOUN
dad-14138	71	23	et	et	PROPN
dad-14138	71	24	al	al	PROPN
dad-14138	71	25	.	.	PROPN
dad-14138	71	26	,	,	PUNCT
dad-14138	71	27	1997	1997	NUM
dad-14138	71	28	)	)	PUNCT
dad-14138	71	29	,	,	PUNCT
dad-14138	71	30	we	we	PRON
dad-14138	71	31	incorporated	incorporate	VERB
dad-14138	71	32	recency	recency	NOUN
dad-14138	71	33	as	as	ADP
dad-14138	71	34	a	a	DET
dad-14138	71	35	key	key	ADJ
dad-14138	71	36	factor	factor	NOUN
dad-14138	71	37	in	in	ADP
dad-14138	71	38	our	our	PRON
dad-14138	71	39	retrieval	retrieval	NOUN
dad-14138	71	40	strategy	strategy	NOUN
dad-14138	71	41	(	(	PUNCT
dad-14138	71	42	section	section	NOUN
dad-14138	71	43	4.1.1	4.1.1	NUM
dad-14138	71	44	)	)	PUNCT
dad-14138	71	45	.	.	PUNCT
dad-14138	72	1	to	to	PART
dad-14138	72	2	evaluate	evaluate	VERB
dad-14138	72	3	this	this	DET
dad-14138	72	4	assumption	assumption	NOUN
dad-14138	72	5	,	,	PUNCT
dad-14138	72	6	we	we	PRON
dad-14138	72	7	conducted	conduct	VERB
dad-14138	72	8	an	an	DET
dad-14138	72	9	empirical	empirical	ADJ
dad-14138	72	10	analysis	analysis	NOUN
dad-14138	72	11	of	of	ADP
dad-14138	72	12	the	the	DET
dad-14138	72	13	dataset	dataset	NOUN
dad-14138	72	14	collected	collect	VERB
dad-14138	72	15	from	from	ADP
dad-14138	72	16	our	our	PRON
dad-14138	72	17	human	human	ADJ
dad-14138	72	18	experiment	experiment	NOUN
dad-14138	72	19	(	(	PUNCT
dad-14138	72	20	described	describe	VERB
dad-14138	72	21	in	in	ADP
dad-14138	72	22	chapter	chapter	NOUN
dad-14138	72	23	5	5	NUM
dad-14138	72	24	)	)	PUNCT
dad-14138	72	25	.	.	PUNCT
dad-14138	73	1	our	our	PRON
dad-14138	73	2	findings	finding	NOUN
dad-14138	73	3	indicate	indicate	VERB
dad-14138	73	4	that	that	SCONJ
dad-14138	73	5	only	only	ADV
dad-14138	73	6	22.9	22.9	NUM
dad-14138	73	7	%	%	NOUN
dad-14138	73	8	of	of	ADP
dad-14138	73	9	user	user	NOUN
dad-14138	73	10	utterances	utterance	NOUN
dad-14138	73	11	reference	reference	VERB
dad-14138	73	12	contemporary	contemporary	ADJ
dad-14138	73	13	events	event	NOUN
dad-14138	73	14	,	,	PUNCT
dad-14138	73	15	substantially	substantially	ADV
dad-14138	73	16	lower	low	ADJ
dad-14138	73	17	than	than	ADP
dad-14138	73	18	the	the	DET
dad-14138	73	19	literature	literature	NOUN
dad-14138	73	20	estimate	estimate	NOUN
dad-14138	73	21	.	.	PUNCT
dad-14138	74	1	further	further	ADJ
dad-14138	74	2	methodological	methodological	ADJ
dad-14138	74	3	details	detail	NOUN
dad-14138	74	4	and	and	CCONJ
dad-14138	74	5	results	result	NOUN
dad-14138	74	6	are	be	AUX
dad-14138	74	7	provided	provide	VERB
dad-14138	74	8	in	in	ADP
dad-14138	74	9	appendix	appendix	PROPN
dad-14138	74	10	b.	b.	PROPN
dad-14138	75	1	nevertheless	nevertheless	ADV
dad-14138	75	2	,	,	PUNCT
dad-14138	75	3	this	this	DET
dad-14138	75	4	proportion	proportion	NOUN
dad-14138	75	5	still	still	ADV
dad-14138	75	6	constitutes	constitute	VERB
dad-14138	75	7	a	a	DET
dad-14138	75	8	meaningful	meaningful	ADJ
dad-14138	75	9	share	share	NOUN
dad-14138	75	10	of	of	ADP
dad-14138	75	11	conversational	conversational	ADJ
dad-14138	75	12	content	content	NOUN
dad-14138	75	13	,	,	PUNCT
dad-14138	75	14	justifying	justify	VERB
dad-14138	75	15	our	our	PRON
dad-14138	75	16	inclusion	inclusion	NOUN
dad-14138	75	17	of	of	ADP
dad-14138	75	18	recency	recency	NOUN
dad-14138	75	19	in	in	ADP
dad-14138	75	20	the	the	DET
dad-14138	75	21	system	system	NOUN
dad-14138	75	22	design	design	NOUN
dad-14138	75	23	.	.	PUNCT
dad-14138	76	1	lastly	lastly	ADV
dad-14138	76	2	,	,	PUNCT
dad-14138	76	3	the	the	DET
dad-14138	76	4	capacity	capacity	NOUN
dad-14138	76	5	for	for	ADP
dad-14138	76	6	immediate	immediate	ADJ
dad-14138	76	7	recall	recall	NOUN
dad-14138	76	8	in	in	ADP
dad-14138	76	9	social	social	ADJ
dad-14138	76	10	interactions	interaction	NOUN
dad-14138	76	11	is	be	AUX
dad-14138	76	12	surprisingly	surprisingly	ADV
dad-14138	76	13	limited	limited	ADJ
dad-14138	76	14	;	;	PUNCT
dad-14138	76	15	studies	study	NOUN
dad-14138	76	16	show	show	VERB
dad-14138	76	17	that	that	SCONJ
dad-14138	76	18	individuals	individual	NOUN
dad-14138	76	19	typically	typically	ADV
dad-14138	76	20	remember	remember	VERB
dad-14138	76	21	only	only	ADV
dad-14138	76	22	about	about	ADV
dad-14138	76	23	10	10	NUM
dad-14138	76	24	%	%	NOUN
dad-14138	76	25	of	of	ADP
dad-14138	76	26	the	the	DET
dad-14138	76	27	content	content	NOUN
dad-14138	76	28	from	from	ADP
dad-14138	76	29	a	a	DET
dad-14138	76	30	conversation	conversation	NOUN
dad-14138	76	31	(	(	PUNCT
dad-14138	76	32	stafford	stafford	PROPN
dad-14138	76	33	and	and	CCONJ
dad-14138	76	34	daly	daly	PROPN
dad-14138	76	35	,	,	PUNCT
dad-14138	76	36	1984	1984	NUM
dad-14138	76	37	)	)	PUNCT
dad-14138	76	38	.	.	PUNCT
dad-14138	77	1	while	while	SCONJ
dad-14138	77	2	our	our	PRON
dad-14138	77	3	model	model	NOUN
dad-14138	77	4	adopts	adopt	VERB
dad-14138	77	5	this	this	DET
dad-14138	77	6	10	10	NUM
dad-14138	77	7	%	%	NOUN
dad-14138	77	8	capacity	capacity	NOUN
dad-14138	77	9	limit	limit	NOUN
dad-14138	77	10	as	as	ADP
dad-14138	77	11	a	a	DET
dad-14138	77	12	starting	starting	NOUN
dad-14138	77	13	point	point	NOUN
dad-14138	77	14	,	,	PUNCT
dad-14138	77	15	we	we	PRON
dad-14138	77	16	do	do	AUX
dad-14138	77	17	not	not	PART
dad-14138	77	18	claim	claim	VERB
dad-14138	77	19	it	it	PRON
dad-14138	77	20	to	to	PART
dad-14138	77	21	be	be	AUX
dad-14138	77	22	a	a	DET
dad-14138	77	23	psychologically	psychologically	ADV
dad-14138	77	24	essential	essential	ADJ
dad-14138	77	25	threshold	threshold	NOUN
dad-14138	77	26	.	.	PUNCT
dad-14138	78	1	rather	rather	ADV
dad-14138	78	2	,	,	PUNCT
dad-14138	78	3	it	it	PRON
dad-14138	78	4	serves	serve	VERB
dad-14138	78	5	as	as	ADP
dad-14138	78	6	a	a	DET
dad-14138	78	7	first	first	ADJ
dad-14138	78	8	approximation	approximation	NOUN
dad-14138	78	9	that	that	PRON
dad-14138	78	10	allows	allow	VERB
dad-14138	78	11	us	we	PRON
dad-14138	78	12	to	to	PART
dad-14138	78	13	explore	explore	VERB
dad-14138	78	14	the	the	DET
dad-14138	78	15	consequences	consequence	NOUN
dad-14138	78	16	of	of	ADP
dad-14138	78	17	limited	limited	ADJ
dad-14138	78	18	memory	memory	NOUN
dad-14138	78	19	,	,	PUNCT
dad-14138	78	20	and	and	CCONJ
dad-14138	78	21	future	future	ADJ
dad-14138	78	22	work	work	NOUN
dad-14138	78	23	could	could	AUX
dad-14138	78	24	investigate	investigate	VERB
dad-14138	78	25	alternative	alternative	ADJ
dad-14138	78	26	thresholds	threshold	NOUN
dad-14138	78	27	or	or	CCONJ
dad-14138	78	28	adaptive	adaptive	ADJ
dad-14138	78	29	selection	selection	NOUN
dad-14138	78	30	strategies	strategy	NOUN
dad-14138	78	31	to	to	PART
dad-14138	78	32	refine	refine	VERB
dad-14138	78	33	this	this	DET
dad-14138	78	34	modeling	modeling	NOUN
dad-14138	78	35	choice	choice	NOUN
dad-14138	78	36	.	.	PUNCT
dad-14138	79	1	while	while	SCONJ
dad-14138	79	2	our	our	PRON
dad-14138	79	3	metrics	metric	NOUN
dad-14138	79	4	focus	focus	VERB
dad-14138	79	5	on	on	ADP
dad-14138	79	6	observable	observable	ADJ
dad-14138	79	7	,	,	PUNCT
dad-14138	79	8	surface	surface	NOUN
dad-14138	79	9	-	-	PUNCT
dad-14138	79	10	level	level	NOUN
dad-14138	79	11	utterance	utterance	NOUN
dad-14138	79	12	properties	property	NOUN
dad-14138	79	13	such	such	ADJ
dad-14138	79	14	as	as	ADP
dad-14138	79	15	emotional	emotional	ADJ
dad-14138	79	16	arousal	arousal	NOUN
dad-14138	79	17	or	or	CCONJ
dad-14138	79	18	surprise	surprise	NOUN
dad-14138	79	19	,	,	PUNCT
dad-14138	79	20	we	we	PRON
dad-14138	79	21	acknowledge	acknowledge	VERB
dad-14138	79	22	that	that	SCONJ
dad-14138	79	23	human	human	ADJ
dad-14138	79	24	memory	memory	NOUN
dad-14138	79	25	in	in	ADP
dad-14138	79	26	dialogue	dialogue	NOUN
dad-14138	79	27	often	often	ADV
dad-14138	79	28	involves	involve	VERB
dad-14138	79	29	more	more	ADJ
dad-14138	79	30	complex	complex	ADJ
dad-14138	79	31	dynamics	dynamic	NOUN
dad-14138	79	32	—	—	PUNCT
dad-14138	79	33	including	include	VERB
dad-14138	79	34	unspoken	unspoken	ADJ
dad-14138	79	35	implications	implication	NOUN
dad-14138	79	36	(	(	PUNCT
dad-14138	79	37	fatihi	fatihi	NOUN
dad-14138	79	38	,	,	PUNCT
dad-14138	79	39	2025	2025	NUM
dad-14138	79	40	)	)	PUNCT
dad-14138	79	41	,	,	PUNCT
dad-14138	79	42	avoidance	avoidance	NOUN
dad-14138	79	43	strategies	strategy	NOUN
dad-14138	79	44	(	(	PUNCT
dad-14138	79	45	endler	endler	NOUN
dad-14138	79	46	and	and	CCONJ
dad-14138	79	47	parker	parker	PROPN
dad-14138	79	48	,	,	PUNCT
dad-14138	79	49	1994	1994	NUM
dad-14138	79	50	)	)	PUNCT
dad-14138	79	51	,	,	PUNCT
dad-14138	79	52	and	and	CCONJ
dad-14138	79	53	relational	relational	ADJ
dad-14138	79	54	cues	cue	NOUN
dad-14138	79	55	(	(	PUNCT
dad-14138	79	56	walther	walther	NOUN
dad-14138	79	57	and	and	CCONJ
dad-14138	79	58	tidwell	tidwell	NOUN
dad-14138	79	59	,	,	PUNCT
dad-14138	79	60	1995	1995	NUM
dad-14138	79	61	)	)	PUNCT
dad-14138	79	62	.	.	PUNCT
dad-14138	80	1	modeling	model	VERB
dad-14138	80	2	such	such	ADJ
dad-14138	80	3	phenomena	phenomenon	NOUN
dad-14138	80	4	would	would	AUX
dad-14138	80	5	require	require	VERB
dad-14138	80	6	integrating	integrate	VERB
dad-14138	80	7	theories	theory	NOUN
dad-14138	80	8	of	of	ADP
dad-14138	80	9	discourse	discourse	NOUN
dad-14138	80	10	structure	structure	NOUN
dad-14138	80	11	,	,	PUNCT
dad-14138	80	12	social	social	ADJ
dad-14138	80	13	cognition	cognition	NOUN
dad-14138	80	14	,	,	PUNCT
dad-14138	80	15	or	or	CCONJ
dad-14138	80	16	pragmatic	pragmatic	ADJ
dad-14138	80	17	inference	inference	NOUN
dad-14138	80	18	,	,	PUNCT
dad-14138	80	19	which	which	PRON
dad-14138	80	20	remain	remain	VERB
dad-14138	80	21	beyond	beyond	ADP
dad-14138	80	22	the	the	DET
dad-14138	80	23	scope	scope	NOUN
dad-14138	80	24	of	of	ADP
dad-14138	80	25	this	this	DET
dad-14138	80	26	study	study	NOUN
dad-14138	80	27	.	.	PUNCT
dad-14138	81	1	finally	finally	ADV
dad-14138	81	2	,	,	PUNCT
dad-14138	81	3	we	we	PRON
dad-14138	81	4	note	note	VERB
dad-14138	81	5	an	an	DET
dad-14138	81	6	important	important	ADJ
dad-14138	81	7	conceptual	conceptual	ADJ
dad-14138	81	8	distinction	distinction	NOUN
dad-14138	81	9	relevant	relevant	ADJ
dad-14138	81	10	to	to	ADP
dad-14138	81	11	how	how	SCONJ
dad-14138	81	12	psychological	psychological	ADJ
dad-14138	81	13	theories	theory	NOUN
dad-14138	81	14	are	be	AUX
dad-14138	81	15	applied	apply	VERB
dad-14138	81	16	in	in	ADP
dad-14138	81	17	this	this	DET
dad-14138	81	18	work	work	NOUN
dad-14138	81	19	.	.	PUNCT
dad-14138	82	1	research	research	NOUN
dad-14138	82	2	on	on	ADP
dad-14138	82	3	memory	memory	NOUN
dad-14138	82	4	—	—	PUNCT
dad-14138	82	5	such	such	ADJ
dad-14138	82	6	as	as	ADP
dad-14138	82	7	emotional	emotional	ADJ
dad-14138	82	8	arousal	arousal	NOUN
dad-14138	82	9	,	,	PUNCT
dad-14138	82	10	surprise	surprise	NOUN
dad-14138	82	11	,	,	PUNCT
dad-14138	82	12	or	or	CCONJ
dad-14138	82	13	flashbulb	flashbulb	NOUN
dad-14138	82	14	memory	memory	NOUN
dad-14138	82	15	—	—	PUNCT
dad-14138	82	16	typically	typically	ADV
dad-14138	82	17	concerns	concern	VERB
dad-14138	82	18	the	the	DET
dad-14138	82	19	encoding	encoding	NOUN
dad-14138	82	20	of	of	ADP
dad-14138	82	21	real	real	ADJ
dad-14138	82	22	-	-	PUNCT
dad-14138	82	23	world	world	NOUN
dad-14138	82	24	events	event	NOUN
dad-14138	82	25	.	.	PUNCT
dad-14138	83	1	however	however	ADV
dad-14138	83	2	,	,	PUNCT
dad-14138	83	3	conversational	conversational	ADJ
dad-14138	83	4	ai	ai	NOUN
dad-14138	83	5	systems	system	NOUN
dad-14138	83	6	do	do	AUX
dad-14138	83	7	not	not	PART
dad-14138	83	8	observe	observe	VERB
dad-14138	83	9	events	event	NOUN
dad-14138	83	10	directly	directly	ADV
dad-14138	83	11	;	;	PUNCT
dad-14138	83	12	they	they	PRON
dad-14138	83	13	observe	observe	VERB
dad-14138	83	14	only	only	ADV
dad-14138	83	15	their	their	PRON
dad-14138	83	16	linguistic	linguistic	ADJ
dad-14138	83	17	expression	expression	NOUN
dad-14138	83	18	.	.	PUNCT
dad-14138	84	1	in	in	ADP
dad-14138	84	2	this	this	DET
dad-14138	84	3	study	study	NOUN
dad-14138	84	4	,	,	PUNCT
dad-14138	84	5	we	we	PRON
dad-14138	84	6	therefore	therefore	ADV
dad-14138	84	7	treat	treat	VERB
dad-14138	84	8	an	an	DET
dad-14138	84	9	utterance	utterance	NOUN
dad-14138	84	10	pair	pair	NOUN
dad-14138	84	11	as	as	ADP
dad-14138	84	12	a	a	DET
dad-14138	84	13	practical	practical	ADJ
dad-14138	84	14	proxy	proxy	NOUN
dad-14138	84	15	for	for	ADP
dad-14138	84	16	an	an	DET
dad-14138	84	17	event	event	NOUN
dad-14138	84	18	.	.	PUNCT
dad-14138	85	1	we	we	PRON
dad-14138	85	2	acknowledge	acknowledge	VERB
dad-14138	85	3	that	that	SCONJ
dad-14138	85	4	a	a	DET
dad-14138	85	5	single	single	ADJ
dad-14138	85	6	event	event	NOUN
dad-14138	85	7	may	may	AUX
dad-14138	85	8	unfold	unfold	VERB
dad-14138	85	9	across	across	ADP
dad-14138	85	10	multiple	multiple	ADJ
dad-14138	85	11	utterances	utterance	NOUN
dad-14138	85	12	,	,	PUNCT
dad-14138	85	13	and	and	CCONJ
dad-14138	85	14	likewise	likewise	ADV
dad-14138	85	15	,	,	PUNCT
dad-14138	85	16	an	an	DET
dad-14138	85	17	individual	individual	ADJ
dad-14138	85	18	utterance	utterance	NOUN
dad-14138	85	19	may	may	AUX
dad-14138	85	20	reference	reference	VERB
dad-14138	85	21	only	only	ADV
dad-14138	85	22	part	part	NOUN
dad-14138	85	23	of	of	ADP
dad-14138	85	24	77	77	NUM
dad-14138	85	25	ryuichi	ryuichi	PROPN
dad-14138	85	26	sumida	sumida	PROPN
dad-14138	85	27	,	,	PUNCT
dad-14138	85	28	inoue	inoue	PROPN
dad-14138	85	29	and	and	CCONJ
dad-14138	85	30	kawahara	kawahara	VERB
dad-14138	85	31	an	an	DET
dad-14138	85	32	event	event	NOUN
dad-14138	85	33	.	.	PUNCT
dad-14138	86	1	our	our	PRON
dad-14138	86	2	goal	goal	NOUN
dad-14138	86	3	is	be	AUX
dad-14138	86	4	not	not	PART
dad-14138	86	5	to	to	PART
dad-14138	86	6	equate	equate	VERB
dad-14138	86	7	utterances	utterance	NOUN
dad-14138	86	8	with	with	ADP
dad-14138	86	9	events	event	NOUN
dad-14138	86	10	,	,	PUNCT
dad-14138	86	11	but	but	CCONJ
dad-14138	86	12	to	to	PART
dad-14138	86	13	model	model	VERB
dad-14138	86	14	the	the	DET
dad-14138	86	15	cues	cue	NOUN
dad-14138	86	16	available	available	ADJ
dad-14138	86	17	to	to	ADP
dad-14138	86	18	the	the	DET
dad-14138	86	19	system	system	NOUN
dad-14138	86	20	through	through	ADP
dad-14138	86	21	language	language	NOUN
dad-14138	86	22	.	.	PUNCT
dad-14138	87	1	thus	thus	ADV
dad-14138	87	2	,	,	PUNCT
dad-14138	87	3	the	the	DET
dad-14138	87	4	psychological	psychological	ADJ
dad-14138	87	5	principles	principle	NOUN
dad-14138	87	6	we	we	PRON
dad-14138	87	7	draw	draw	VERB
dad-14138	87	8	upon	upon	SCONJ
dad-14138	87	9	are	be	AUX
dad-14138	87	10	applied	apply	VERB
dad-14138	87	11	to	to	PART
dad-14138	87	12	expressed	express	VERB
dad-14138	87	13	events	event	NOUN
dad-14138	87	14	rather	rather	ADV
dad-14138	87	15	than	than	ADP
dad-14138	87	16	the	the	DET
dad-14138	87	17	events	event	NOUN
dad-14138	87	18	themselves	themselves	PRON
dad-14138	87	19	.	.	PUNCT
dad-14138	88	1	future	future	ADJ
dad-14138	88	2	work	work	NOUN
dad-14138	88	3	could	could	AUX
dad-14138	88	4	extend	extend	VERB
dad-14138	88	5	this	this	DET
dad-14138	88	6	approach	approach	NOUN
dad-14138	88	7	by	by	ADP
dad-14138	88	8	modeling	model	VERB
dad-14138	88	9	multi	multi	ADJ
dad-14138	88	10	-	-	ADJ
dad-14138	88	11	utterance	utterance	ADJ
dad-14138	88	12	segments	segment	NOUN
dad-14138	88	13	as	as	ADP
dad-14138	88	14	unified	unified	ADJ
dad-14138	88	15	event	event	NOUN
dad-14138	88	16	representations	representation	NOUN
dad-14138	88	17	.	.	PUNCT
dad-14138	89	1	3	3	X
dad-14138	89	2	.	.	X
dad-14138	89	3	quantifying	quantify	VERB
dad-14138	89	4	memory	memory	NOUN
dad-14138	89	5	importance	importance	NOUN
dad-14138	89	6	3.1	3.1	NUM
dad-14138	89	7	metrics	metric	NOUN
dad-14138	89	8	for	for	ADP
dad-14138	89	9	assessing	assess	VERB
dad-14138	89	10	memory	memory	NOUN
dad-14138	89	11	importance	importance	NOUN
dad-14138	89	12	building	building	NOUN
dad-14138	89	13	upon	upon	SCONJ
dad-14138	89	14	the	the	DET
dad-14138	89	15	psychological	psychological	ADJ
dad-14138	89	16	principles	principle	NOUN
dad-14138	89	17	of	of	ADP
dad-14138	89	18	emotional	emotional	ADJ
dad-14138	89	19	arousal	arousal	NOUN
dad-14138	89	20	,	,	PUNCT
dad-14138	89	21	surprise	surprise	NOUN
dad-14138	89	22	,	,	PUNCT
dad-14138	89	23	and	and	CCONJ
dad-14138	89	24	retrieval	retrieval	NOUN
dad-14138	89	25	-	-	PUNCT
dad-14138	89	26	induced	induce	VERB
dad-14138	89	27	forgetting	forgetting	NOUN
dad-14138	89	28	,	,	PUNCT
dad-14138	89	29	we	we	PRON
dad-14138	89	30	propose	propose	VERB
dad-14138	89	31	the	the	DET
dad-14138	89	32	following	follow	VERB
dad-14138	89	33	metrics	metric	NOUN
dad-14138	89	34	for	for	ADP
dad-14138	89	35	determining	determine	VERB
dad-14138	89	36	the	the	DET
dad-14138	89	37	importance	importance	NOUN
dad-14138	89	38	of	of	ADP
dad-14138	89	39	memories	memory	NOUN
dad-14138	89	40	.	.	PUNCT
dad-14138	90	1	specifically	specifically	ADV
dad-14138	90	2	,	,	PUNCT
dad-14138	90	3	we	we	PRON
dad-14138	90	4	translate	translate	VERB
dad-14138	90	5	these	these	DET
dad-14138	90	6	following	follow	VERB
dad-14138	90	7	insights	insight	NOUN
dad-14138	90	8	into	into	ADP
dad-14138	90	9	quantifiable	quantifiable	ADJ
dad-14138	90	10	metrics	metric	NOUN
dad-14138	90	11	:	:	PUNCT
dad-14138	90	12	•	•	NUM
dad-14138	90	13	emotional	emotional	ADJ
dad-14138	90	14	arousal	arousal	NOUN
dad-14138	90	15	(	(	PUNCT
dad-14138	90	16	a	a	PRON
dad-14138	90	17	):	):	PUNCT
dad-14138	90	18	measured	measure	VERB
dad-14138	90	19	using	use	VERB
dad-14138	90	20	roberta	roberta	PROPN
dad-14138	90	21	(	(	PUNCT
dad-14138	90	22	liu	liu	PROPN
dad-14138	90	23	et	et	PROPN
dad-14138	90	24	al	al	PROPN
dad-14138	90	25	.	.	PROPN
dad-14138	90	26	,	,	PUNCT
dad-14138	90	27	2019	2019	NUM
dad-14138	90	28	)	)	PUNCT
dad-14138	90	29	fine	fine	ADV
dad-14138	90	30	-	-	PUNCT
dad-14138	90	31	tuned	tune	VERB
dad-14138	90	32	with	with	ADP
dad-14138	90	33	emobank	emobank	PROPN
dad-14138	90	34	(	(	PUNCT
dad-14138	90	35	buechel	buechel	NOUN
dad-14138	90	36	and	and	CCONJ
dad-14138	90	37	hahn	hahn	PROPN
dad-14138	90	38	,	,	PUNCT
dad-14138	90	39	2017	2017	NUM
dad-14138	90	40	)	)	PUNCT
dad-14138	90	41	,	,	PUNCT
dad-14138	90	42	capturing	capture	VERB
dad-14138	90	43	the	the	DET
dad-14138	90	44	intensity	intensity	NOUN
dad-14138	90	45	of	of	ADP
dad-14138	90	46	emotions	emotion	NOUN
dad-14138	90	47	in	in	ADP
dad-14138	90	48	the	the	DET
dad-14138	90	49	user	user	NOUN
dad-14138	90	50	’s	’s	PART
dad-14138	90	51	utterance	utterance	NOUN
dad-14138	90	52	.	.	PUNCT
dad-14138	91	1	•	•	NUM
dad-14138	91	2	surprise	surprise	NOUN
dad-14138	91	3	element	element	NOUN
dad-14138	91	4	(	(	PUNCT
dad-14138	91	5	p	p	NOUN
dad-14138	91	6	):	):	PUNCT
dad-14138	91	7	assessed	assess	VERB
dad-14138	91	8	with	with	ADP
dad-14138	91	9	perplexity	perplexity	NOUN
dad-14138	91	10	using	use	VERB
dad-14138	91	11	the	the	DET
dad-14138	91	12	gpt2	gpt2	PROPN
dad-14138	91	13	-	-	PUNCT
dad-14138	91	14	large	large	ADJ
dad-14138	91	15	model	model	NOUN
dad-14138	91	16	,	,	PUNCT
dad-14138	91	17	representing	represent	VERB
dad-14138	91	18	the	the	DET
dad-14138	91	19	unpredictability	unpredictability	NOUN
dad-14138	91	20	of	of	ADP
dad-14138	91	21	the	the	DET
dad-14138	91	22	utterance	utterance	NOUN
dad-14138	91	23	.	.	PUNCT
dad-14138	92	1	•	•	NUM
dad-14138	92	2	llm	llm	ADV
dad-14138	92	3	-	-	PUNCT
dad-14138	92	4	estimated	estimate	VERB
dad-14138	92	5	importance	importance	NOUN
dad-14138	92	6	(	(	PUNCT
dad-14138	92	7	l	l	NOUN
dad-14138	92	8	):	):	PUNCT
dad-14138	92	9	derived	derive	VERB
dad-14138	92	10	from	from	ADP
dad-14138	92	11	the	the	DET
dad-14138	92	12	language	language	NOUN
dad-14138	92	13	model	model	NOUN
dad-14138	92	14	’s	’s	PART
dad-14138	92	15	estimation	estimation	NOUN
dad-14138	92	16	of	of	ADP
dad-14138	92	17	the	the	DET
dad-14138	92	18	importance	importance	NOUN
dad-14138	92	19	of	of	ADP
dad-14138	92	20	the	the	DET
dad-14138	92	21	user	user	NOUN
dad-14138	92	22	’s	’s	PART
dad-14138	92	23	utterance	utterance	NOUN
dad-14138	92	24	.	.	PUNCT
dad-14138	93	1	•	•	NOUN
dad-14138	93	2	retrieval	retrieval	NOUN
dad-14138	93	3	-	-	PUNCT
dad-14138	93	4	induced	induce	VERB
dad-14138	93	5	forgetting	forgetting	NOUN
dad-14138	93	6	(	(	PUNCT
dad-14138	93	7	r1	r1	PROPN
dad-14138	93	8	,	,	PUNCT
dad-14138	93	9	r2	r2	PROPN
dad-14138	93	10	):	):	PUNCT
dad-14138	93	11	we	we	PRON
dad-14138	93	12	define	define	VERB
dad-14138	93	13	r1	r1	NOUN
dad-14138	93	14	and	and	CCONJ
dad-14138	93	15	r2	r2	NOUN
dad-14138	93	16	as	as	ADP
dad-14138	93	17	counters	counter	NOUN
dad-14138	93	18	that	that	PRON
dad-14138	93	19	track	track	VERB
dad-14138	93	20	how	how	SCONJ
dad-14138	93	21	often	often	ADV
dad-14138	93	22	a	a	DET
dad-14138	93	23	memory	memory	NOUN
dad-14138	93	24	was	be	AUX
dad-14138	93	25	retrieved	retrieve	VERB
dad-14138	93	26	as	as	ADP
dad-14138	93	27	the	the	DET
dad-14138	93	28	most	most	ADV
dad-14138	93	29	relevant	relevant	ADJ
dad-14138	93	30	and	and	CCONJ
dad-14138	93	31	the	the	DET
dad-14138	93	32	second	second	ADJ
dad-14138	93	33	most	most	ADV
dad-14138	93	34	relevant	relevant	ADJ
dad-14138	93	35	,	,	PUNCT
dad-14138	93	36	respectively	respectively	ADV
dad-14138	93	37	.	.	PUNCT
dad-14138	94	1	although	although	SCONJ
dad-14138	94	2	both	both	PRON
dad-14138	94	3	emotional	emotional	ADJ
dad-14138	94	4	arousal	arousal	NOUN
dad-14138	94	5	and	and	CCONJ
dad-14138	94	6	surprise	surprise	NOUN
dad-14138	94	7	metrics	metric	NOUN
dad-14138	94	8	are	be	AUX
dad-14138	94	9	inspired	inspire	VERB
dad-14138	94	10	by	by	ADP
dad-14138	94	11	psychological	psychological	ADJ
dad-14138	94	12	theories	theory	NOUN
dad-14138	94	13	tied	tie	VERB
dad-14138	94	14	to	to	ADP
dad-14138	94	15	event	event	NOUN
dad-14138	94	16	memorability	memorability	NOUN
dad-14138	94	17	,	,	PUNCT
dad-14138	94	18	our	our	PRON
dad-14138	94	19	operationalization	operationalization	NOUN
dad-14138	94	20	derives	derive	VERB
dad-14138	94	21	directly	directly	ADV
dad-14138	94	22	from	from	ADP
dad-14138	94	23	the	the	DET
dad-14138	94	24	user	user	NOUN
dad-14138	94	25	’s	’s	PART
dad-14138	94	26	linguistic	linguistic	ADJ
dad-14138	94	27	expression	expression	NOUN
dad-14138	94	28	.	.	PUNCT
dad-14138	95	1	in	in	ADP
dad-14138	95	2	particular	particular	ADJ
dad-14138	95	3	,	,	PUNCT
dad-14138	95	4	the	the	DET
dad-14138	95	5	arousal	arousal	NOUN
dad-14138	95	6	metric	metric	NOUN
dad-14138	95	7	is	be	AUX
dad-14138	95	8	computed	compute	VERB
dad-14138	95	9	from	from	ADP
dad-14138	95	10	utterance	utterance	NOUN
dad-14138	95	11	text	text	NOUN
dad-14138	95	12	via	via	ADP
dad-14138	95	13	emotion	emotion	NOUN
dad-14138	95	14	classification	classification	NOUN
dad-14138	95	15	,	,	PUNCT
dad-14138	95	16	and	and	CCONJ
dad-14138	95	17	surprise	surprise	NOUN
dad-14138	95	18	is	be	AUX
dad-14138	95	19	based	base	VERB
dad-14138	95	20	on	on	ADP
dad-14138	95	21	linguistic	linguistic	ADJ
dad-14138	95	22	predictability	predictability	NOUN
dad-14138	95	23	(	(	PUNCT
dad-14138	95	24	perplexity	perplexity	NOUN
dad-14138	95	25	)	)	PUNCT
dad-14138	95	26	.	.	PUNCT
dad-14138	96	1	as	as	ADP
dad-14138	96	2	such	such	ADJ
dad-14138	96	3	,	,	PUNCT
dad-14138	96	4	these	these	DET
dad-14138	96	5	measures	measure	NOUN
dad-14138	96	6	reflect	reflect	VERB
dad-14138	96	7	how	how	SCONJ
dad-14138	96	8	events	event	NOUN
dad-14138	96	9	are	be	AUX
dad-14138	96	10	expressed	express	VERB
dad-14138	96	11	in	in	ADP
dad-14138	96	12	speech	speech	NOUN
dad-14138	96	13	,	,	PUNCT
dad-14138	96	14	not	not	PART
dad-14138	96	15	just	just	ADV
dad-14138	96	16	the	the	DET
dad-14138	96	17	events	event	NOUN
dad-14138	96	18	themselves	themselves	PRON
dad-14138	96	19	.	.	PUNCT
dad-14138	97	1	while	while	SCONJ
dad-14138	97	2	the	the	DET
dad-14138	97	3	above	above	ADJ
dad-14138	97	4	mentioned	mention	VERB
dad-14138	97	5	metrics	metric	NOUN
dad-14138	97	6	draw	draw	VERB
dad-14138	97	7	directly	directly	ADV
dad-14138	97	8	from	from	ADP
dad-14138	97	9	well	well	ADV
dad-14138	97	10	-	-	PUNCT
dad-14138	97	11	established	establish	VERB
dad-14138	97	12	psychological	psychological	ADJ
dad-14138	97	13	findings	finding	NOUN
dad-14138	97	14	,	,	PUNCT
dad-14138	97	15	we	we	PRON
dad-14138	97	16	incorporate	incorporate	VERB
dad-14138	97	17	an	an	DET
dad-14138	97	18	additional	additional	ADJ
dad-14138	97	19	metric	metric	ADJ
dad-14138	97	20	—	—	PUNCT
dad-14138	97	21	llm	llm	ADV
dad-14138	97	22	-	-	PUNCT
dad-14138	97	23	estimated	estimate	VERB
dad-14138	97	24	importance	importance	NOUN
dad-14138	97	25	—	—	PUNCT
dad-14138	97	26	to	to	PART
dad-14138	97	27	capture	capture	VERB
dad-14138	97	28	broader	broad	ADJ
dad-14138	97	29	contextual	contextual	ADJ
dad-14138	97	30	relevance	relevance	NOUN
dad-14138	97	31	and	and	CCONJ
dad-14138	97	32	coherence	coherence	NOUN
dad-14138	97	33	that	that	PRON
dad-14138	97	34	may	may	AUX
dad-14138	97	35	not	not	PART
dad-14138	97	36	be	be	AUX
dad-14138	97	37	easily	easily	ADV
dad-14138	97	38	quantifiable	quantifiable	ADJ
dad-14138	97	39	through	through	ADP
dad-14138	97	40	arousal	arousal	NOUN
dad-14138	97	41	,	,	PUNCT
dad-14138	97	42	surprise	surprise	NOUN
dad-14138	97	43	,	,	PUNCT
dad-14138	97	44	or	or	CCONJ
dad-14138	97	45	retrieval	retrieval	NOUN
dad-14138	97	46	patterns	pattern	NOUN
dad-14138	97	47	alone	alone	ADV
dad-14138	97	48	.	.	PUNCT
dad-14138	98	1	this	this	DET
dad-14138	98	2	score	score	NOUN
dad-14138	98	3	reflects	reflect	VERB
dad-14138	98	4	an	an	DET
dad-14138	98	5	llm	llm	NOUN
dad-14138	98	6	’s	’s	PART
dad-14138	98	7	judgment	judgment	NOUN
dad-14138	98	8	about	about	ADP
dad-14138	98	9	whether	whether	SCONJ
dad-14138	98	10	a	a	DET
dad-14138	98	11	given	give	VERB
dad-14138	98	12	exchange	exchange	NOUN
dad-14138	98	13	will	will	AUX
dad-14138	98	14	be	be	AUX
dad-14138	98	15	useful	useful	ADJ
dad-14138	98	16	or	or	CCONJ
dad-14138	98	17	influential	influential	ADJ
dad-14138	98	18	in	in	ADP
dad-14138	98	19	future	future	ADJ
dad-14138	98	20	conversations	conversation	NOUN
dad-14138	98	21	,	,	PUNCT
dad-14138	98	22	simulating	simulate	VERB
dad-14138	98	23	a	a	DET
dad-14138	98	24	kind	kind	NOUN
dad-14138	98	25	of	of	ADP
dad-14138	98	26	narrative	narrative	NOUN
dad-14138	98	27	salience	salience	NOUN
dad-14138	98	28	or	or	CCONJ
dad-14138	98	29	pragmatic	pragmatic	ADJ
dad-14138	98	30	relevance	relevance	NOUN
dad-14138	98	31	.	.	PUNCT
dad-14138	99	1	this	this	DET
dad-14138	99	2	component	component	NOUN
dad-14138	99	3	is	be	AUX
dad-14138	99	4	inspired	inspire	VERB
dad-14138	99	5	by	by	ADP
dad-14138	99	6	the	the	DET
dad-14138	99	7	“	"	PUNCT
dad-14138	99	8	generative	generative	ADJ
dad-14138	99	9	agents	agent	NOUN
dad-14138	99	10	”	"	PUNCT
dad-14138	99	11	study	study	NOUN
dad-14138	99	12	(	(	PUNCT
dad-14138	99	13	park	park	NOUN
dad-14138	99	14	et	et	PROPN
dad-14138	99	15	al	al	PROPN
dad-14138	99	16	.	.	PROPN
dad-14138	99	17	,	,	PUNCT
dad-14138	99	18	2023	2023	NUM
dad-14138	99	19	)	)	PUNCT
dad-14138	99	20	,	,	PUNCT
dad-14138	99	21	which	which	PRON
dad-14138	99	22	demonstrated	demonstrate	VERB
dad-14138	99	23	that	that	SCONJ
dad-14138	99	24	llms	llm	NOUN
dad-14138	99	25	can	can	AUX
dad-14138	99	26	be	be	AUX
dad-14138	99	27	used	use	VERB
dad-14138	99	28	to	to	PART
dad-14138	99	29	simulate	simulate	VERB
dad-14138	99	30	aspects	aspect	NOUN
dad-14138	99	31	of	of	ADP
dad-14138	99	32	human	human	ADJ
dad-14138	99	33	memory	memory	NOUN
dad-14138	99	34	and	and	CCONJ
dad-14138	99	35	behavior	behavior	NOUN
dad-14138	99	36	in	in	ADP
dad-14138	99	37	a	a	DET
dad-14138	99	38	plausible	plausible	ADJ
dad-14138	99	39	and	and	CCONJ
dad-14138	99	40	interpretable	interpretable	ADJ
dad-14138	99	41	manner	manner	NOUN
dad-14138	99	42	.	.	PUNCT
dad-14138	100	1	specifically	specifically	ADV
dad-14138	100	2	,	,	PUNCT
dad-14138	100	3	that	that	DET
dad-14138	100	4	study	study	NOUN
dad-14138	100	5	used	use	VERB
dad-14138	100	6	llms	llm	NOUN
dad-14138	100	7	to	to	PART
dad-14138	100	8	assess	assess	VERB
dad-14138	100	9	the	the	DET
dad-14138	100	10	salience	salience	NOUN
dad-14138	100	11	of	of	ADP
dad-14138	100	12	events	event	NOUN
dad-14138	100	13	in	in	ADP
dad-14138	100	14	an	an	DET
dad-14138	100	15	agent	agent	NOUN
dad-14138	100	16	’s	’s	PART
dad-14138	100	17	life	life	NOUN
dad-14138	100	18	based	base	VERB
dad-14138	100	19	on	on	ADP
dad-14138	100	20	their	their	PRON
dad-14138	100	21	likely	likely	ADJ
dad-14138	100	22	future	future	ADJ
dad-14138	100	23	consequences	consequence	NOUN
dad-14138	100	24	.	.	PUNCT
dad-14138	101	1	we	we	PRON
dad-14138	101	2	adopt	adopt	VERB
dad-14138	101	3	a	a	DET
dad-14138	101	4	similar	similar	ADJ
dad-14138	101	5	prompting	prompt	VERB
dad-14138	101	6	approach	approach	NOUN
dad-14138	101	7	(	(	PUNCT
dad-14138	101	8	see	see	VERB
dad-14138	101	9	figure	figure	NOUN
dad-14138	101	10	1	1	NUM
dad-14138	101	11	)	)	PUNCT
dad-14138	101	12	,	,	PUNCT
dad-14138	101	13	framing	frame	VERB
dad-14138	101	14	importance	importance	NOUN
dad-14138	101	15	in	in	ADP
dad-14138	101	16	terms	term	NOUN
dad-14138	101	17	of	of	ADP
dad-14138	101	18	both	both	CCONJ
dad-14138	101	19	personal	personal	ADJ
dad-14138	101	20	relevance	relevance	NOUN
dad-14138	101	21	and	and	CCONJ
dad-14138	101	22	conversational	conversational	ADJ
dad-14138	101	23	utility	utility	NOUN
dad-14138	101	24	.	.	PUNCT
dad-14138	102	1	while	while	SCONJ
dad-14138	102	2	not	not	PART
dad-14138	102	3	derived	derive	VERB
dad-14138	102	4	from	from	ADP
dad-14138	102	5	a	a	DET
dad-14138	102	6	specific	specific	ADJ
dad-14138	102	7	psychological	psychological	ADJ
dad-14138	102	8	theory	theory	NOUN
dad-14138	102	9	,	,	PUNCT
dad-14138	102	10	this	this	DET
dad-14138	102	11	llm	llm	NOUN
dad-14138	102	12	-	-	PUNCT
dad-14138	102	13	based	base	VERB
dad-14138	102	14	metric	metric	ADJ
dad-14138	102	15	acts	act	NOUN
dad-14138	102	16	as	as	ADP
dad-14138	102	17	a	a	DET
dad-14138	102	18	learned	learn	VERB
dad-14138	102	19	heuristic	heuristic	NOUN
dad-14138	102	20	that	that	PRON
dad-14138	102	21	approximates	approximate	VERB
dad-14138	102	22	human	human	ADJ
dad-14138	102	23	-	-	PUNCT
dad-14138	102	24	like	like	ADJ
dad-14138	102	25	memory	memory	NOUN
dad-14138	102	26	prioritization	prioritization	NOUN
dad-14138	102	27	,	,	PUNCT
dad-14138	102	28	especially	especially	ADV
dad-14138	102	29	in	in	ADP
dad-14138	102	30	ambiguous	ambiguous	ADJ
dad-14138	102	31	cases	case	NOUN
dad-14138	102	32	where	where	SCONJ
dad-14138	102	33	emotion	emotion	NOUN
dad-14138	102	34	or	or	CCONJ
dad-14138	102	35	surprise	surprise	NOUN
dad-14138	102	36	is	be	AUX
dad-14138	102	37	low	low	ADJ
dad-14138	102	38	but	but	CCONJ
dad-14138	102	39	contextual	contextual	ADJ
dad-14138	102	40	relevance	relevance	NOUN
dad-14138	102	41	is	be	AUX
dad-14138	102	42	high	high	ADJ
dad-14138	102	43	.	.	PUNCT
dad-14138	103	1	it	it	PRON
dad-14138	103	2	serves	serve	VERB
dad-14138	103	3	to	to	PART
dad-14138	103	4	complement	complement	VERB
dad-14138	103	5	,	,	PUNCT
dad-14138	103	6	rather	rather	ADV
dad-14138	103	7	than	than	ADP
dad-14138	103	8	replace	replace	VERB
dad-14138	103	9	,	,	PUNCT
dad-14138	103	10	our	our	PRON
dad-14138	103	11	psychologically	psychologically	ADV
dad-14138	103	12	grounded	ground	VERB
dad-14138	103	13	metrics	metric	NOUN
dad-14138	103	14	.	.	PUNCT
dad-14138	104	1	78	78	NUM
dad-14138	104	2	enhancing	enhance	VERB
dad-14138	104	3	long	long	ADJ
dad-14138	104	4	-	-	PUNCT
dad-14138	104	5	term	term	NOUN
dad-14138	104	6	rag	rag	NOUN
dad-14138	104	7	chatbots	chatbot	NOUN
dad-14138	104	8	with	with	ADP
dad-14138	104	9	psychological	psychological	ADJ
dad-14138	104	10	models	model	NOUN
dad-14138	104	11	on	on	ADP
dad-14138	104	12	a	a	DET
dad-14138	104	13	scale	scale	NOUN
dad-14138	104	14	of	of	ADP
dad-14138	104	15	1	1	NUM
dad-14138	104	16	to	to	PART
dad-14138	104	17	10	10	NUM
dad-14138	104	18	,	,	PUNCT
dad-14138	104	19	where	where	SCONJ
dad-14138	104	20	1	1	NUM
dad-14138	104	21	is	be	AUX
dad-14138	104	22	purely	purely	ADV
dad-14138	104	23	mundane	mundane	ADJ
dad-14138	104	24	(	(	PUNCT
dad-14138	104	25	like	like	ADP
dad-14138	104	26	brushing	brush	VERB
dad-14138	104	27	your	your	PRON
dad-14138	104	28	teeth	tooth	NOUN
dad-14138	104	29	or	or	CCONJ
dad-14138	104	30	making	make	VERB
dad-14138	104	31	your	your	PRON
dad-14138	104	32	bed	bed	NOUN
dad-14138	104	33	)	)	PUNCT
dad-14138	104	34	and	and	CCONJ
dad-14138	104	35	10	10	NUM
dad-14138	104	36	is	be	AUX
dad-14138	104	37	extremely	extremely	ADV
dad-14138	104	38	important	important	ADJ
dad-14138	104	39	(	(	PUNCT
dad-14138	104	40	like	like	ADP
dad-14138	104	41	a	a	DET
dad-14138	104	42	breakup	breakup	NOUN
dad-14138	104	43	or	or	CCONJ
dad-14138	104	44	a	a	DET
dad-14138	104	45	college	college	NOUN
dad-14138	104	46	acceptance	acceptance	NOUN
dad-14138	104	47	)	)	PUNCT
dad-14138	104	48	,	,	PUNCT
dad-14138	104	49	please	please	INTJ
dad-14138	104	50	rate	rate	VERB
dad-14138	104	51	the	the	DET
dad-14138	104	52	importance	importance	NOUN
dad-14138	104	53	of	of	ADP
dad-14138	104	54	the	the	DET
dad-14138	104	55	following	follow	VERB
dad-14138	104	56	conversation	conversation	NOUN
dad-14138	104	57	.	.	PUNCT
dad-14138	105	1	rate	rate	NOUN
dad-14138	105	2	it	it	PRON
dad-14138	105	3	based	base	VERB
dad-14138	105	4	on	on	ADP
dad-14138	105	5	whether	whether	SCONJ
dad-14138	105	6	it	it	PRON
dad-14138	105	7	will	will	AUX
dad-14138	105	8	be	be	AUX
dad-14138	105	9	useful	useful	ADJ
dad-14138	105	10	in	in	ADP
dad-14138	105	11	later	late	ADJ
dad-14138	105	12	conversations	conversation	NOUN
dad-14138	105	13	or	or	CCONJ
dad-14138	105	14	not	not	PART
dad-14138	105	15	.	.	PUNCT
dad-14138	106	1	here	here	ADV
dad-14138	106	2	is	be	AUX
dad-14138	106	3	a	a	DET
dad-14138	106	4	summary	summary	NOUN
dad-14138	106	5	of	of	ADP
dad-14138	106	6	the	the	DET
dad-14138	106	7	past	past	ADJ
dad-14138	106	8	conversations	conversation	NOUN
dad-14138	106	9	:	:	PUNCT
dad-14138	106	10	{	{	PUNCT
dad-14138	106	11	key_summary	key_summary	NOUN
dad-14138	106	12	}	}	PUNCT
dad-14138	106	13	here	here	ADV
dad-14138	106	14	is	be	AUX
dad-14138	106	15	the	the	DET
dad-14138	106	16	conversation	conversation	NOUN
dad-14138	106	17	:	:	PUNCT
dad-14138	106	18	{	{	PUNCT
dad-14138	106	19	content	content	NOUN
dad-14138	106	20	}	}	PUNCT
dad-14138	106	21	be	be	AUX
dad-14138	106	22	sure	sure	ADJ
dad-14138	106	23	to	to	PART
dad-14138	106	24	provide	provide	VERB
dad-14138	106	25	both	both	PRON
dad-14138	106	26	a	a	DET
dad-14138	106	27	score	score	NOUN
dad-14138	106	28	and	and	CCONJ
dad-14138	106	29	a	a	DET
dad-14138	106	30	brief	brief	ADJ
dad-14138	106	31	reason	reason	NOUN
dad-14138	106	32	for	for	ADP
dad-14138	106	33	your	your	PRON
dad-14138	106	34	rating	rating	NOUN
dad-14138	106	35	.	.	PUNCT
dad-14138	107	1	figure	figure	NOUN
dad-14138	107	2	1	1	NUM
dad-14138	107	3	:	:	PUNCT
dad-14138	107	4	prompt	prompt	ADJ
dad-14138	107	5	for	for	ADP
dad-14138	107	6	llm	llm	ADV
dad-14138	107	7	-	-	PUNCT
dad-14138	107	8	estimated	estimate	VERB
dad-14138	107	9	importance	importance	NOUN
dad-14138	107	10	figure	figure	NOUN
dad-14138	107	11	2	2	NUM
dad-14138	107	12	:	:	PUNCT
dad-14138	107	13	process	process	NOUN
dad-14138	107	14	of	of	ADP
dad-14138	107	15	determining	determine	VERB
dad-14138	107	16	the	the	DET
dad-14138	107	17	importance	importance	NOUN
dad-14138	107	18	of	of	ADP
dad-14138	107	19	a	a	DET
dad-14138	107	20	memory	memory	NOUN
dad-14138	107	21	using	use	VERB
dad-14138	107	22	various	various	ADJ
dad-14138	107	23	psychological	psychological	ADJ
dad-14138	107	24	metrics	metric	NOUN
dad-14138	107	25	.	.	PUNCT
dad-14138	108	1	the	the	DET
dad-14138	108	2	weights	weight	NOUN
dad-14138	108	3	wa	wa	PROPN
dad-14138	108	4	,	,	PUNCT
dad-14138	108	5	wp	wp	PROPN
dad-14138	108	6	,	,	PUNCT
dad-14138	108	7	wl	wl	PROPN
dad-14138	108	8	,	,	PUNCT
dad-14138	108	9	wr1	wr1	PROPN
dad-14138	108	10	,	,	PUNCT
dad-14138	108	11	and	and	CCONJ
dad-14138	108	12	wr2	wr2	PROPN
dad-14138	108	13	are	be	AUX
dad-14138	108	14	assigned	assign	VERB
dad-14138	108	15	based	base	VERB
dad-14138	108	16	on	on	ADP
dad-14138	108	17	the	the	DET
dad-14138	108	18	relative	relative	ADJ
dad-14138	108	19	impact	impact	NOUN
dad-14138	108	20	of	of	ADP
dad-14138	108	21	each	each	DET
dad-14138	108	22	metric	metric	NOUN
dad-14138	108	23	,	,	PUNCT
dad-14138	108	24	as	as	SCONJ
dad-14138	108	25	detailed	detailed	ADJ
dad-14138	108	26	in	in	ADP
dad-14138	108	27	section	section	NOUN
dad-14138	108	28	3	3	NUM
dad-14138	108	29	.	.	NOUN
dad-14138	108	30	3.2	3.2	NUM
dad-14138	108	31	normalization	normalization	NOUN
dad-14138	108	32	of	of	ADP
dad-14138	108	33	metrics	metric	NOUN
dad-14138	108	34	to	to	PART
dad-14138	108	35	ensure	ensure	VERB
dad-14138	108	36	consistency	consistency	NOUN
dad-14138	108	37	across	across	ADP
dad-14138	108	38	the	the	DET
dad-14138	108	39	different	different	ADJ
dad-14138	108	40	metrics	metric	NOUN
dad-14138	108	41	,	,	PUNCT
dad-14138	108	42	we	we	PRON
dad-14138	108	43	apply	apply	VERB
dad-14138	108	44	a	a	DET
dad-14138	108	45	normalization	normalization	NOUN
dad-14138	108	46	process	process	NOUN
dad-14138	108	47	,	,	PUNCT
dad-14138	108	48	ensuring	ensure	VERB
dad-14138	108	49	all	all	DET
dad-14138	108	50	five	five	NUM
dad-14138	108	51	metrics	metric	NOUN
dad-14138	108	52	—	—	PUNCT
dad-14138	108	53	a	a	NOUN
dad-14138	108	54	,	,	PUNCT
dad-14138	108	55	p	p	X
dad-14138	108	56	,	,	PUNCT
dad-14138	108	57	l	l	NOUN
dad-14138	108	58	,	,	PUNCT
dad-14138	108	59	r1	r1	NOUN
dad-14138	108	60	,	,	PUNCT
dad-14138	108	61	and	and	CCONJ
dad-14138	108	62	r2	r2	PROPN
dad-14138	108	63	—	—	PUNCT
dad-14138	108	64	are	be	AUX
dad-14138	108	65	scaled	scale	VERB
dad-14138	108	66	with	with	ADP
dad-14138	108	67	the	the	DET
dad-14138	108	68	same	same	ADJ
dad-14138	108	69	average	average	ADJ
dad-14138	108	70	,	,	PUNCT
dad-14138	108	71	minimum	minimum	ADJ
dad-14138	108	72	,	,	PUNCT
dad-14138	108	73	and	and	CCONJ
dad-14138	108	74	maximum	maximum	ADJ
dad-14138	108	75	values	value	NOUN
dad-14138	108	76	.	.	PUNCT
dad-14138	109	1	79	79	NUM
dad-14138	109	2	ryuichi	ryuichi	PROPN
dad-14138	109	3	sumida	sumida	PROPN
dad-14138	109	4	,	,	PUNCT
dad-14138	109	5	inoue	inoue	PROPN
dad-14138	109	6	and	and	CCONJ
dad-14138	109	7	kawahara	kawahara	NOUN
dad-14138	109	8	among	among	ADP
dad-14138	109	9	these	these	DET
dad-14138	109	10	metrics	metric	NOUN
dad-14138	109	11	,	,	PUNCT
dad-14138	109	12	perplexity	perplexity	NOUN
dad-14138	109	13	(	(	PUNCT
dad-14138	109	14	p	p	NOUN
dad-14138	109	15	)	)	PUNCT
dad-14138	109	16	is	be	AUX
dad-14138	109	17	the	the	DET
dad-14138	109	18	only	only	ADJ
dad-14138	109	19	one	one	NUM
dad-14138	109	20	that	that	PRON
dad-14138	109	21	can	can	AUX
dad-14138	109	22	reach	reach	VERB
dad-14138	109	23	notably	notably	ADV
dad-14138	109	24	high	high	ADJ
dad-14138	109	25	values	value	NOUN
dad-14138	109	26	.	.	PUNCT
dad-14138	110	1	in	in	ADP
dad-14138	110	2	cases	case	NOUN
dad-14138	110	3	where	where	SCONJ
dad-14138	110	4	perplexity	perplexity	NOUN
dad-14138	110	5	exceeds	exceed	VERB
dad-14138	110	6	a	a	DET
dad-14138	110	7	threshold	threshold	NOUN
dad-14138	110	8	of	of	ADP
dad-14138	110	9	160	160	NUM
dad-14138	110	10	,	,	PUNCT
dad-14138	110	11	which	which	PRON
dad-14138	110	12	covers	cover	VERB
dad-14138	110	13	more	more	ADJ
dad-14138	110	14	than	than	ADP
dad-14138	110	15	95	95	NUM
dad-14138	110	16	%	%	NOUN
dad-14138	110	17	of	of	ADP
dad-14138	110	18	utterances	utterance	NOUN
dad-14138	110	19	,	,	PUNCT
dad-14138	110	20	the	the	DET
dad-14138	110	21	value	value	NOUN
dad-14138	110	22	is	be	AUX
dad-14138	110	23	capped	cap	VERB
dad-14138	110	24	to	to	PART
dad-14138	110	25	avoid	avoid	VERB
dad-14138	110	26	extreme	extreme	ADJ
dad-14138	110	27	outliers	outlier	NOUN
dad-14138	110	28	.	.	PUNCT
dad-14138	111	1	this	this	DET
dad-14138	111	2	threshold	threshold	NOUN
dad-14138	111	3	was	be	AUX
dad-14138	111	4	selected	select	VERB
dad-14138	111	5	based	base	VERB
dad-14138	111	6	on	on	ADP
dad-14138	111	7	the	the	DET
dad-14138	111	8	distribution	distribution	NOUN
dad-14138	111	9	of	of	ADP
dad-14138	111	10	perplexity	perplexity	NOUN
dad-14138	111	11	values	value	NOUN
dad-14138	111	12	,	,	PUNCT
dad-14138	111	13	but	but	CCONJ
dad-14138	111	14	future	future	ADJ
dad-14138	111	15	research	research	NOUN
dad-14138	111	16	could	could	AUX
dad-14138	111	17	refine	refine	VERB
dad-14138	111	18	this	this	DET
dad-14138	111	19	limit	limit	NOUN
dad-14138	111	20	to	to	PART
dad-14138	111	21	better	well	ADV
dad-14138	111	22	handle	handle	VERB
dad-14138	111	23	unusually	unusually	ADV
dad-14138	111	24	high	high	ADJ
dad-14138	111	25	scores	score	NOUN
dad-14138	111	26	.	.	PUNCT
dad-14138	112	1	using	use	VERB
dad-14138	112	2	data	datum	NOUN
dad-14138	112	3	from	from	ADP
dad-14138	112	4	the	the	DET
dad-14138	112	5	human	human	ADJ
dad-14138	112	6	-	-	PUNCT
dad-14138	112	7	rag	rag	NOUN
dad-14138	112	8	chatbot	chatbot	NOUN
dad-14138	112	9	conversations	conversation	NOUN
dad-14138	112	10	(	(	PUNCT
dad-14138	112	11	a	a	DET
dad-14138	112	12	set	set	NOUN
dad-14138	112	13	of	of	ADP
dad-14138	112	14	200	200	NUM
dad-14138	112	15	utterance	utterance	ADJ
dad-14138	112	16	pairs	pair	NOUN
dad-14138	112	17	)	)	PUNCT
dad-14138	112	18	,	,	PUNCT
dad-14138	112	19	we	we	PRON
dad-14138	112	20	then	then	ADV
dad-14138	112	21	normalized	normalize	VERB
dad-14138	112	22	all	all	DET
dad-14138	112	23	metrics	metric	NOUN
dad-14138	112	24	to	to	PART
dad-14138	112	25	ensure	ensure	VERB
dad-14138	112	26	uniform	uniform	ADJ
dad-14138	112	27	scaling	scaling	NOUN
dad-14138	112	28	.	.	PUNCT
dad-14138	113	1	3.3	3.3	NUM
dad-14138	113	2	definition	definition	NOUN
dad-14138	113	3	of	of	ADP
dad-14138	113	4	memory	memory	NOUN
dad-14138	113	5	importance	importance	NOUN
dad-14138	113	6	as	as	SCONJ
dad-14138	113	7	illustrated	illustrate	VERB
dad-14138	113	8	in	in	ADP
dad-14138	113	9	figure	figure	NOUN
dad-14138	113	10	2	2	NUM
dad-14138	113	11	,	,	PUNCT
dad-14138	113	12	the	the	DET
dad-14138	113	13	importance	importance	NOUN
dad-14138	113	14	assignment	assignment	NOUN
dad-14138	113	15	process	process	NOUN
dad-14138	113	16	involves	involve	VERB
dad-14138	113	17	three	three	NUM
dad-14138	113	18	key	key	ADJ
dad-14138	113	19	steps	step	NOUN
dad-14138	113	20	.	.	PUNCT
dad-14138	114	1	step	step	NOUN
dad-14138	114	2	1	1	NUM
dad-14138	114	3	:	:	PUNCT
dad-14138	114	4	metric	metric	ADJ
dad-14138	114	5	calculation	calculation	NOUN
dad-14138	114	6	—	—	PUNCT
dad-14138	114	7	for	for	ADP
dad-14138	114	8	each	each	DET
dad-14138	114	9	chatbot	chatbot	NOUN
dad-14138	114	10	-	-	PUNCT
dad-14138	114	11	user	user	NOUN
dad-14138	114	12	utterance	utterance	NOUN
dad-14138	114	13	pair	pair	NOUN
dad-14138	114	14	(	(	PUNCT
dad-14138	114	15	defined	define	VERB
dad-14138	114	16	as	as	ADP
dad-14138	114	17	a	a	DET
dad-14138	114	18	memory	memory	NOUN
dad-14138	114	19	)	)	PUNCT
dad-14138	114	20	,	,	PUNCT
dad-14138	114	21	the	the	DET
dad-14138	114	22	psychological	psychological	ADJ
dad-14138	114	23	metrics	metric	NOUN
dad-14138	114	24	outlined	outline	VERB
dad-14138	114	25	above	above	ADV
dad-14138	114	26	are	be	AUX
dad-14138	114	27	calculated	calculate	VERB
dad-14138	114	28	.	.	PUNCT
dad-14138	115	1	step	step	NOUN
dad-14138	115	2	2	2	NUM
dad-14138	115	3	:	:	PUNCT
dad-14138	115	4	strength	strength	NOUN
dad-14138	115	5	determination	determination	NOUN
dad-14138	115	6	—	—	PUNCT
dad-14138	115	7	next	next	ADV
dad-14138	115	8	,	,	PUNCT
dad-14138	115	9	the	the	DET
dad-14138	115	10	strength	strength	NOUN
dad-14138	115	11	s	s	NOUN
dad-14138	115	12	is	be	AUX
dad-14138	115	13	computed	compute	VERB
dad-14138	115	14	by	by	ADP
dad-14138	115	15	summing	sum	VERB
dad-14138	115	16	the	the	DET
dad-14138	115	17	weighted	weight	VERB
dad-14138	115	18	metrics	metric	NOUN
dad-14138	115	19	.	.	PUNCT
dad-14138	116	1	s	s	PART
dad-14138	117	1	=	=	PUNCT
dad-14138	117	2	wa	wa	X
dad-14138	117	3	·	·	PUNCT
dad-14138	117	4	a	a	DET
dad-14138	117	5	+	+	NUM
dad-14138	117	6	wp	wp	X
dad-14138	117	7	·	·	PUNCT
dad-14138	117	8	p	p	X
dad-14138	117	9	+	+	CCONJ
dad-14138	117	10	wl	wl	X
dad-14138	117	11	·	·	PUNCT
dad-14138	117	12	l+	l+	PUNCT
dad-14138	117	13	wr1	wr1	NOUN
dad-14138	117	14	·	·	PUNCT
dad-14138	117	15	r1−	r1−	PROPN
dad-14138	117	16	wr2	wr2	PROPN
dad-14138	117	17	·	·	SYM
dad-14138	117	18	r2	r2	PROPN
dad-14138	117	19	(	(	PUNCT
dad-14138	117	20	2	2	NUM
dad-14138	117	21	)	)	PUNCT
dad-14138	117	22	here	here	ADV
dad-14138	117	23	,	,	PUNCT
dad-14138	117	24	a	a	PRON
dad-14138	117	25	,	,	PUNCT
dad-14138	117	26	p	p	NOUN
dad-14138	117	27	,	,	PUNCT
dad-14138	117	28	and	and	CCONJ
dad-14138	117	29	l	l	NOUN
dad-14138	117	30	correspond	correspond	NOUN
dad-14138	117	31	to	to	ADP
dad-14138	117	32	metrics	metric	NOUN
dad-14138	117	33	for	for	ADP
dad-14138	117	34	emotional	emotional	ADJ
dad-14138	117	35	arousal	arousal	NOUN
dad-14138	117	36	,	,	PUNCT
dad-14138	117	37	surprise	surprise	NOUN
dad-14138	117	38	(	(	PUNCT
dad-14138	117	39	perplexity	perplexity	NOUN
dad-14138	117	40	)	)	PUNCT
dad-14138	117	41	,	,	PUNCT
dad-14138	117	42	and	and	CCONJ
dad-14138	117	43	llmestimated	llmestimate	VERB
dad-14138	117	44	importance	importance	NOUN
dad-14138	117	45	,	,	PUNCT
dad-14138	117	46	respectively	respectively	ADV
dad-14138	117	47	.	.	PUNCT
dad-14138	118	1	r1	r1	PROPN
dad-14138	118	2	and	and	CCONJ
dad-14138	118	3	r2	r2	PROPN
dad-14138	118	4	are	be	AUX
dad-14138	118	5	counters	counter	NOUN
dad-14138	118	6	indicating	indicate	VERB
dad-14138	118	7	how	how	SCONJ
dad-14138	118	8	often	often	ADV
dad-14138	118	9	a	a	DET
dad-14138	118	10	memory	memory	NOUN
dad-14138	118	11	was	be	AUX
dad-14138	118	12	retrieved	retrieve	VERB
dad-14138	118	13	as	as	ADP
dad-14138	118	14	the	the	DET
dad-14138	118	15	most	most	ADJ
dad-14138	118	16	or	or	CCONJ
dad-14138	118	17	second	second	ADV
dad-14138	118	18	-	-	PUNCT
dad-14138	118	19	most	most	ADV
dad-14138	118	20	relevant	relevant	ADJ
dad-14138	118	21	,	,	PUNCT
dad-14138	118	22	respectively	respectively	ADV
dad-14138	118	23	.	.	PUNCT
dad-14138	119	1	r1	r1	PROPN
dad-14138	119	2	contributes	contribute	VERB
dad-14138	119	3	positively	positively	ADV
dad-14138	119	4	to	to	ADP
dad-14138	119	5	strength	strength	NOUN
dad-14138	119	6	,	,	PUNCT
dad-14138	119	7	reinforcing	reinforce	VERB
dad-14138	119	8	the	the	DET
dad-14138	119	9	memory	memory	NOUN
dad-14138	119	10	,	,	PUNCT
dad-14138	119	11	while	while	SCONJ
dad-14138	119	12	r2	r2	PROPN
dad-14138	119	13	has	have	VERB
dad-14138	119	14	a	a	DET
dad-14138	119	15	negative	negative	ADJ
dad-14138	119	16	effect	effect	NOUN
dad-14138	119	17	on	on	ADP
dad-14138	119	18	strength	strength	NOUN
dad-14138	119	19	,	,	PUNCT
dad-14138	119	20	in	in	ADP
dad-14138	119	21	accordance	accordance	NOUN
dad-14138	119	22	with	with	ADP
dad-14138	119	23	retrievalinduced	retrievalinduced	ADJ
dad-14138	119	24	forgetting	forgetting	NOUN
dad-14138	119	25	theory	theory	NOUN
dad-14138	119	26	.	.	PUNCT
dad-14138	120	1	thus	thus	ADV
dad-14138	120	2	,	,	PUNCT
dad-14138	120	3	even	even	ADV
dad-14138	120	4	though	though	SCONJ
dad-14138	120	5	both	both	PRON
dad-14138	120	6	r1	r1	NOUN
dad-14138	120	7	and	and	CCONJ
dad-14138	120	8	r2	r2	PROPN
dad-14138	120	9	stem	stem	VERB
dad-14138	120	10	from	from	ADP
dad-14138	120	11	retrieval	retrieval	NOUN
dad-14138	120	12	events	event	NOUN
dad-14138	120	13	,	,	PUNCT
dad-14138	120	14	they	they	PRON
dad-14138	120	15	have	have	VERB
dad-14138	120	16	opposite	opposite	ADJ
dad-14138	120	17	cognitive	cognitive	ADJ
dad-14138	120	18	effects	effect	NOUN
dad-14138	120	19	:	:	PUNCT
dad-14138	120	20	r1	r1	NOUN
dad-14138	120	21	supports	support	VERB
dad-14138	120	22	retention	retention	NOUN
dad-14138	120	23	;	;	PUNCT
dad-14138	120	24	r2	r2	PROPN
dad-14138	120	25	promotes	promote	VERB
dad-14138	120	26	forgetting	forget	VERB
dad-14138	120	27	.	.	PUNCT
dad-14138	121	1	step	step	VERB
dad-14138	121	2	3	3	NUM
dad-14138	121	3	:	:	PUNCT
dad-14138	121	4	importance	importance	NOUN
dad-14138	121	5	calculation	calculation	NOUN
dad-14138	121	6	—	—	PUNCT
dad-14138	121	7	finally	finally	ADV
dad-14138	121	8	,	,	PUNCT
dad-14138	121	9	using	use	VERB
dad-14138	121	10	the	the	DET
dad-14138	121	11	calculated	calculate	VERB
dad-14138	121	12	strength	strength	NOUN
dad-14138	121	13	,	,	PUNCT
dad-14138	121	14	the	the	DET
dad-14138	121	15	overall	overall	ADJ
dad-14138	121	16	importance	importance	NOUN
dad-14138	121	17	of	of	ADP
dad-14138	121	18	a	a	DET
dad-14138	121	19	memory	memory	NOUN
dad-14138	121	20	is	be	AUX
dad-14138	121	21	determined	determine	VERB
dad-14138	121	22	.	.	PUNCT
dad-14138	122	1	following	follow	VERB
dad-14138	122	2	the	the	DET
dad-14138	122	3	ebbinghaus	ebbinghaus	NOUN
dad-14138	122	4	forgetting	forget	VERB
dad-14138	122	5	curve	curve	NOUN
dad-14138	122	6	formulation	formulation	NOUN
dad-14138	122	7	introduced	introduce	VERB
dad-14138	122	8	in	in	ADP
dad-14138	122	9	equation	equation	NOUN
dad-14138	122	10	(	(	PUNCT
dad-14138	122	11	1	1	NUM
dad-14138	122	12	)	)	PUNCT
dad-14138	122	13	,	,	PUNCT
dad-14138	122	14	we	we	PRON
dad-14138	122	15	compute	compute	VERB
dad-14138	122	16	importance	importance	NOUN
dad-14138	122	17	as	as	ADP
dad-14138	122	18	:	:	PUNCT
dad-14138	122	19	importance	importance	NOUN
dad-14138	122	20	=	=	SYM
dad-14138	122	21	e−	e−	PROPN
dad-14138	122	22	∆t	∆t	PROPN
dad-14138	122	23	s	s	PART
dad-14138	122	24	,	,	PUNCT
dad-14138	122	25	(	(	PUNCT
dad-14138	122	26	3	3	X
dad-14138	122	27	)	)	PUNCT
dad-14138	122	28	where	where	SCONJ
dad-14138	122	29	∆t	∆t	PROPN
dad-14138	122	30	is	be	AUX
dad-14138	122	31	the	the	DET
dad-14138	122	32	time	time	NOUN
dad-14138	122	33	since	since	SCONJ
dad-14138	122	34	the	the	DET
dad-14138	122	35	memory	memory	NOUN
dad-14138	122	36	was	be	AUX
dad-14138	122	37	last	last	ADJ
dad-14138	122	38	accessed	access	VERB
dad-14138	122	39	,	,	PUNCT
dad-14138	122	40	and	and	CCONJ
dad-14138	122	41	s	s	VERB
dad-14138	122	42	is	be	AUX
dad-14138	122	43	the	the	DET
dad-14138	122	44	composite	composite	ADJ
dad-14138	122	45	strength	strength	NOUN
dad-14138	122	46	defined	define	VERB
dad-14138	122	47	in	in	ADP
dad-14138	122	48	equation	equation	NOUN
dad-14138	122	49	(	(	PUNCT
dad-14138	122	50	2	2	NUM
dad-14138	122	51	)	)	PUNCT
dad-14138	122	52	.	.	PUNCT
dad-14138	123	1	although	although	SCONJ
dad-14138	123	2	structurally	structurally	ADV
dad-14138	123	3	identical	identical	ADJ
dad-14138	123	4	to	to	ADP
dad-14138	123	5	equation	equation	NOUN
dad-14138	123	6	(	(	PUNCT
dad-14138	123	7	1	1	NUM
dad-14138	123	8	)	)	PUNCT
dad-14138	123	9	,	,	PUNCT
dad-14138	123	10	this	this	DET
dad-14138	123	11	formulation	formulation	NOUN
dad-14138	123	12	reflects	reflect	VERB
dad-14138	123	13	a	a	DET
dad-14138	123	14	more	more	ADV
dad-14138	123	15	operational	operational	ADJ
dad-14138	123	16	use	use	NOUN
dad-14138	123	17	:	:	PUNCT
dad-14138	123	18	s	s	VERB
dad-14138	123	19	integrates	integrate	NOUN
dad-14138	123	20	multiple	multiple	ADJ
dad-14138	123	21	psychologically	psychologically	ADV
dad-14138	123	22	inspired	inspire	VERB
dad-14138	123	23	metrics	metric	NOUN
dad-14138	123	24	,	,	PUNCT
dad-14138	123	25	going	go	VERB
dad-14138	123	26	beyond	beyond	ADP
dad-14138	123	27	access	access	NOUN
dad-14138	123	28	frequency	frequency	NOUN
dad-14138	123	29	to	to	PART
dad-14138	123	30	capture	capture	VERB
dad-14138	123	31	the	the	DET
dad-14138	123	32	nuanced	nuanced	ADJ
dad-14138	123	33	salience	salience	NOUN
dad-14138	123	34	of	of	ADP
dad-14138	123	35	a	a	DET
dad-14138	123	36	memory	memory	NOUN
dad-14138	123	37	.	.	PUNCT
dad-14138	124	1	3.4	3.4	NUM
dad-14138	124	2	weight	weight	NOUN
dad-14138	124	3	estimation	estimation	NOUN
dad-14138	124	4	to	to	PART
dad-14138	124	5	quantify	quantify	VERB
dad-14138	124	6	the	the	DET
dad-14138	124	7	relative	relative	ADJ
dad-14138	124	8	impact	impact	NOUN
dad-14138	124	9	of	of	ADP
dad-14138	124	10	each	each	DET
dad-14138	124	11	memory	memory	NOUN
dad-14138	124	12	metric	metric	NOUN
dad-14138	124	13	(	(	PUNCT
dad-14138	124	14	arousal	arousal	NOUN
dad-14138	124	15	,	,	PUNCT
dad-14138	124	16	perplexity	perplexity	NOUN
dad-14138	124	17	,	,	PUNCT
dad-14138	124	18	etc	etc	X
dad-14138	124	19	.	.	X
dad-14138	124	20	)	)	PUNCT
dad-14138	125	1	on	on	ADP
dad-14138	125	2	the	the	DET
dad-14138	125	3	overall	overall	ADJ
dad-14138	125	4	strength	strength	NOUN
dad-14138	125	5	,	,	PUNCT
dad-14138	125	6	we	we	PRON
dad-14138	125	7	need	need	VERB
dad-14138	125	8	to	to	PART
dad-14138	125	9	estimate	estimate	VERB
dad-14138	125	10	the	the	DET
dad-14138	125	11	weights	weight	NOUN
dad-14138	125	12	(	(	PUNCT
dad-14138	125	13	wa	wa	PROPN
dad-14138	125	14	,	,	PUNCT
dad-14138	125	15	wp	wp	PROPN
dad-14138	125	16	,	,	PUNCT
dad-14138	125	17	wl	wl	PROPN
dad-14138	125	18	,	,	PUNCT
dad-14138	125	19	wr1	wr1	PROPN
dad-14138	125	20	,	,	PUNCT
dad-14138	125	21	wr2	wr2	PROPN
dad-14138	125	22	)	)	PUNCT
dad-14138	125	23	in	in	ADP
dad-14138	125	24	equation	equation	NOUN
dad-14138	125	25	(	(	PUNCT
dad-14138	125	26	2	2	NUM
dad-14138	125	27	)	)	PUNCT
dad-14138	125	28	.	.	PUNCT
dad-14138	126	1	we	we	PRON
dad-14138	126	2	achieve	achieve	VERB
dad-14138	126	3	this	this	PRON
dad-14138	126	4	by	by	ADP
dad-14138	126	5	fitting	fit	VERB
dad-14138	126	6	these	these	DET
dad-14138	126	7	parameters	parameter	NOUN
dad-14138	126	8	to	to	ADP
dad-14138	126	9	real	real	ADJ
dad-14138	126	10	-	-	PUNCT
dad-14138	126	11	world	world	NOUN
dad-14138	126	12	conversational	conversational	ADJ
dad-14138	126	13	data	datum	NOUN
dad-14138	126	14	annotated	annotate	VERB
dad-14138	126	15	for	for	ADP
dad-14138	126	16	importance	importance	NOUN
dad-14138	126	17	.	.	PUNCT
dad-14138	127	1	in	in	ADP
dad-14138	127	2	this	this	DET
dad-14138	127	3	study	study	NOUN
dad-14138	127	4	,	,	PUNCT
dad-14138	127	5	to	to	PART
dad-14138	127	6	fit	fit	VERB
dad-14138	127	7	the	the	DET
dad-14138	127	8	three	three	NUM
dad-14138	127	9	initial	initial	ADJ
dad-14138	127	10	parameters	parameter	NOUN
dad-14138	127	11	(	(	PUNCT
dad-14138	127	12	wa	wa	PROPN
dad-14138	127	13	,	,	PUNCT
dad-14138	127	14	wp	wp	PROPN
dad-14138	127	15	,	,	PUNCT
dad-14138	127	16	wl	wl	PROPN
dad-14138	127	17	)	)	PUNCT
dad-14138	127	18	,	,	PUNCT
dad-14138	127	19	part	part	NOUN
dad-14138	127	20	of	of	ADP
dad-14138	127	21	the	the	DET
dad-14138	127	22	candor	candor	NOUN
dad-14138	127	23	corpus	corpus	PROPN
dad-14138	127	24	(	(	PUNCT
dad-14138	127	25	reece	reece	PROPN
dad-14138	127	26	et	et	PROPN
dad-14138	127	27	al	al	PROPN
dad-14138	127	28	.	.	PROPN
dad-14138	127	29	,	,	PUNCT
dad-14138	127	30	2023	2023	NUM
dad-14138	127	31	)	)	PUNCT
dad-14138	127	32	(	(	PUNCT
dad-14138	127	33	a	a	DET
dad-14138	127	34	total	total	NOUN
dad-14138	127	35	of	of	ADP
dad-14138	127	36	300	300	NUM
dad-14138	127	37	utterance	utterance	NOUN
dad-14138	127	38	pairs	pair	NOUN
dad-14138	127	39	,	,	PUNCT
dad-14138	127	40	transcribed	transcribe	VERB
dad-14138	127	41	from	from	ADP
dad-14138	127	42	audio	audio	NOUN
dad-14138	127	43	)	)	PUNCT
dad-14138	127	44	was	be	AUX
dad-14138	127	45	used	use	VERB
dad-14138	127	46	.	.	PUNCT
dad-14138	128	1	while	while	SCONJ
dad-14138	128	2	keeping	keep	VERB
dad-14138	128	3	these	these	DET
dad-14138	128	4	three	three	NUM
dad-14138	128	5	parameters	parameter	NOUN
dad-14138	128	6	fixed	fix	VERB
dad-14138	128	7	,	,	PUNCT
dad-14138	128	8	we	we	PRON
dad-14138	128	9	used	use	VERB
dad-14138	128	10	human	human	ADJ
dad-14138	128	11	-	-	PUNCT
dad-14138	128	12	rag	rag	NOUN
dad-14138	128	13	chatbot	chatbot	NOUN
dad-14138	128	14	conversations	conversation	NOUN
dad-14138	128	15	(	(	PUNCT
dad-14138	128	16	a	a	DET
dad-14138	128	17	total	total	NOUN
dad-14138	128	18	of	of	ADP
dad-14138	128	19	200	200	NUM
dad-14138	128	20	utterance	utterance	NOUN
dad-14138	128	21	pairs	pair	NOUN
dad-14138	128	22	)	)	PUNCT
dad-14138	128	23	,	,	PUNCT
dad-14138	128	24	which	which	PRON
dad-14138	128	25	were	be	AUX
dad-14138	128	26	collected	collect	VERB
dad-14138	128	27	prior	prior	ADV
dad-14138	128	28	to	to	ADP
dad-14138	128	29	the	the	DET
dad-14138	128	30	user	user	NOUN
dad-14138	128	31	experiment	experiment	NOUN
dad-14138	128	32	to	to	PART
dad-14138	128	33	fit	fit	VERB
dad-14138	128	34	the	the	DET
dad-14138	128	35	latter	latter	ADJ
dad-14138	128	36	two	two	NUM
dad-14138	128	37	parameters	parameter	NOUN
dad-14138	128	38	(	(	PUNCT
dad-14138	128	39	wr1	wr1	PROPN
dad-14138	128	40	,	,	PUNCT
dad-14138	128	41	wr2	wr2	PROPN
dad-14138	128	42	)	)	PUNCT
dad-14138	128	43	.	.	PUNCT
dad-14138	129	1	the	the	DET
dad-14138	129	2	candor	candor	NOUN
dad-14138	129	3	corpus	corpus	NOUN
dad-14138	129	4	was	be	AUX
dad-14138	129	5	selected	select	VERB
dad-14138	129	6	for	for	ADP
dad-14138	129	7	its	its	PRON
dad-14138	129	8	diverse	diverse	ADJ
dad-14138	129	9	set	set	NOUN
dad-14138	129	10	of	of	ADP
dad-14138	129	11	conversations	conversation	NOUN
dad-14138	129	12	,	,	PUNCT
dad-14138	129	13	while	while	SCONJ
dad-14138	129	14	the	the	DET
dad-14138	129	15	human	human	ADJ
dad-14138	129	16	-	-	PUNCT
dad-14138	129	17	rag	rag	NOUN
dad-14138	129	18	conversations	conversation	NOUN
dad-14138	129	19	allowed	allow	VERB
dad-14138	129	20	for	for	ADP
dad-14138	129	21	precise	precise	ADJ
dad-14138	129	22	tracking	tracking	NOUN
dad-14138	129	23	of	of	ADP
dad-14138	129	24	memory	memory	NOUN
dad-14138	129	25	usage	usage	NOUN
dad-14138	129	26	,	,	PUNCT
dad-14138	129	27	which	which	PRON
dad-14138	129	28	is	be	AUX
dad-14138	129	29	not	not	PART
dad-14138	129	30	available	available	ADJ
dad-14138	129	31	in	in	ADP
dad-14138	129	32	the	the	DET
dad-14138	129	33	candor	candor	NOUN
dad-14138	129	34	corpus	corpus	NOUN
dad-14138	129	35	.	.	PUNCT
dad-14138	130	1	for	for	ADP
dad-14138	130	2	both	both	DET
dad-14138	130	3	datasets	dataset	NOUN
dad-14138	130	4	,	,	PUNCT
dad-14138	130	5	we	we	PRON
dad-14138	130	6	tasked	task	VERB
dad-14138	130	7	annotators	annotator	NOUN
dad-14138	130	8	with	with	ADP
dad-14138	130	9	labeling	label	VERB
dad-14138	130	10	the	the	DET
dad-14138	130	11	conversations	conversation	NOUN
dad-14138	130	12	on	on	ADP
dad-14138	130	13	a	a	DET
dad-14138	130	14	binary	binary	ADJ
dad-14138	130	15	scale	scale	NOUN
dad-14138	130	16	of	of	ADP
dad-14138	130	17	1	1	NUM
dad-14138	130	18	and	and	CCONJ
dad-14138	130	19	0	0	NUM
dad-14138	130	20	,	,	PUNCT
dad-14138	130	21	where	where	SCONJ
dad-14138	130	22	10	10	NUM
dad-14138	130	23	%	%	NOUN
dad-14138	130	24	of	of	ADP
dad-14138	130	25	the	the	DET
dad-14138	130	26	conversations	conversation	NOUN
dad-14138	130	27	were	be	AUX
dad-14138	130	28	labeled	label	VERB
dad-14138	130	29	as	as	ADP
dad-14138	130	30	1	1	NUM
dad-14138	130	31	(	(	PUNCT
dad-14138	130	32	important	important	ADJ
dad-14138	130	33	)	)	PUNCT
dad-14138	130	34	to	to	PART
dad-14138	130	35	mimic	mimic	VERB
dad-14138	130	36	human	human	ADJ
dad-14138	130	37	behavior	behavior	NOUN
dad-14138	130	38	(	(	PUNCT
dad-14138	130	39	stafford	stafford	PROPN
dad-14138	130	40	80	80	NUM
dad-14138	130	41	enhancing	enhance	VERB
dad-14138	130	42	long	long	ADJ
dad-14138	130	43	-	-	PUNCT
dad-14138	130	44	term	term	NOUN
dad-14138	130	45	rag	rag	NOUN
dad-14138	130	46	chatbots	chatbot	NOUN
dad-14138	130	47	with	with	ADP
dad-14138	130	48	psychological	psychological	ADJ
dad-14138	130	49	models	model	NOUN
dad-14138	130	50	metric	metric	ADJ
dad-14138	130	51	symbol	symbol	NOUN
dad-14138	130	52	weight	weight	NOUN
dad-14138	130	53	arousal	arousal	NOUN
dad-14138	130	54	wa	wa	PROPN
dad-14138	130	55	2.76	2.76	NUM
dad-14138	130	56	perplexity	perplexity	NOUN
dad-14138	130	57	wp	wp	PROPN
dad-14138	130	58	-0.28	-0.28	NUM
dad-14138	130	59	llm	llm	ADV
dad-14138	130	60	estimated	estimate	VERB
dad-14138	130	61	importance	importance	NOUN
dad-14138	130	62	wl	wl	NOUN
dad-14138	130	63	0.44	0.44	NUM
dad-14138	130	64	most	most	ADV
dad-14138	130	65	relevant	relevant	ADJ
dad-14138	130	66	memory	memory	NOUN
dad-14138	130	67	count	count	NOUN
dad-14138	130	68	wr1	wr1	PROPN
dad-14138	130	69	1.02	1.02	NUM
dad-14138	130	70	2nd	2nd	NOUN
dad-14138	130	71	most	most	ADV
dad-14138	130	72	relevant	relevant	ADJ
dad-14138	130	73	memory	memory	NOUN
dad-14138	130	74	count	count	NOUN
dad-14138	130	75	wr2	wr2	PROPN
dad-14138	130	76	-0.012	-0.012	PROPN
dad-14138	130	77	table	table	NOUN
dad-14138	130	78	2	2	NUM
dad-14138	130	79	:	:	PUNCT
dad-14138	130	80	estimated	estimate	VERB
dad-14138	130	81	weights	weight	NOUN
dad-14138	130	82	for	for	ADP
dad-14138	130	83	the	the	DET
dad-14138	130	84	memory	memory	NOUN
dad-14138	130	85	-	-	PUNCT
dad-14138	130	86	related	relate	VERB
dad-14138	130	87	psychological	psychological	ADJ
dad-14138	130	88	metrics	metric	NOUN
dad-14138	130	89	.	.	PUNCT
dad-14138	131	1	arousal	arousal	NOUN
dad-14138	131	2	has	have	VERB
dad-14138	131	3	the	the	DET
dad-14138	131	4	highest	high	ADJ
dad-14138	131	5	weight	weight	NOUN
dad-14138	131	6	relative	relative	NOUN
dad-14138	131	7	to	to	ADP
dad-14138	131	8	other	other	ADJ
dad-14138	131	9	metrics	metric	NOUN
dad-14138	131	10	.	.	PUNCT
dad-14138	132	1	and	and	CCONJ
dad-14138	132	2	daly	daly	PROPN
dad-14138	132	3	,	,	PUNCT
dad-14138	132	4	1984	1984	NUM
dad-14138	132	5	)	)	PUNCT
dad-14138	132	6	.	.	PUNCT
dad-14138	133	1	annotators	annotator	NOUN
dad-14138	133	2	were	be	AUX
dad-14138	133	3	instructed	instruct	VERB
dad-14138	133	4	to	to	PART
dad-14138	133	5	label	label	VERB
dad-14138	133	6	utterances	utterance	NOUN
dad-14138	133	7	as	as	ADP
dad-14138	133	8	important	important	ADJ
dad-14138	133	9	if	if	SCONJ
dad-14138	133	10	they	they	PRON
dad-14138	133	11	believed	believe	VERB
dad-14138	133	12	the	the	DET
dad-14138	133	13	information	information	NOUN
dad-14138	133	14	contained	contain	VERB
dad-14138	133	15	in	in	ADP
dad-14138	133	16	the	the	DET
dad-14138	133	17	utterance	utterance	NOUN
dad-14138	133	18	would	would	AUX
dad-14138	133	19	be	be	AUX
dad-14138	133	20	used	use	VERB
dad-14138	133	21	in	in	ADP
dad-14138	133	22	future	future	ADJ
dad-14138	133	23	conversations	conversation	NOUN
dad-14138	133	24	.	.	PUNCT
dad-14138	134	1	however	however	ADV
dad-14138	134	2	,	,	PUNCT
dad-14138	134	3	we	we	PRON
dad-14138	134	4	also	also	ADV
dad-14138	134	5	left	leave	VERB
dad-14138	134	6	some	some	DET
dad-14138	134	7	ambiguity	ambiguity	NOUN
dad-14138	134	8	,	,	PUNCT
dad-14138	134	9	as	as	SCONJ
dad-14138	134	10	the	the	DET
dad-14138	134	11	notion	notion	NOUN
dad-14138	134	12	of	of	ADP
dad-14138	134	13	what	what	PRON
dad-14138	134	14	is	be	AUX
dad-14138	134	15	”	"	PUNCT
dad-14138	134	16	important	important	ADJ
dad-14138	134	17	”	"	PUNCT
dad-14138	134	18	is	be	AUX
dad-14138	134	19	not	not	PART
dad-14138	134	20	clearly	clearly	ADV
dad-14138	134	21	defined	define	VERB
dad-14138	134	22	,	,	PUNCT
dad-14138	134	23	and	and	CCONJ
dad-14138	134	24	exploring	explore	VERB
dad-14138	134	25	this	this	DET
dad-14138	134	26	ambiguity	ambiguity	NOUN
dad-14138	134	27	is	be	AUX
dad-14138	134	28	part	part	NOUN
dad-14138	134	29	of	of	ADP
dad-14138	134	30	our	our	PRON
dad-14138	134	31	study	study	NOUN
dad-14138	134	32	.	.	PUNCT
dad-14138	135	1	to	to	PART
dad-14138	135	2	assess	assess	VERB
dad-14138	135	3	the	the	DET
dad-14138	135	4	reliability	reliability	NOUN
dad-14138	135	5	of	of	ADP
dad-14138	135	6	our	our	PRON
dad-14138	135	7	annotation	annotation	NOUN
dad-14138	135	8	process	process	NOUN
dad-14138	135	9	,	,	PUNCT
dad-14138	135	10	we	we	PRON
dad-14138	135	11	measured	measure	VERB
dad-14138	135	12	inter	inter	ADJ
dad-14138	135	13	-	-	ADJ
dad-14138	135	14	annotator	annotator	ADJ
dad-14138	135	15	agreement	agreement	NOUN
dad-14138	135	16	using	use	VERB
dad-14138	135	17	fleiss	fleiss	PROPN
dad-14138	135	18	’	'	PUNCT
dad-14138	135	19	kappa	kappa	PROPN
dad-14138	135	20	(	(	PUNCT
dad-14138	135	21	fleiss	fleiss	PROPN
dad-14138	135	22	,	,	PUNCT
dad-14138	135	23	1971	1971	NUM
dad-14138	135	24	)	)	PUNCT
dad-14138	135	25	.	.	PUNCT
dad-14138	136	1	for	for	ADP
dad-14138	136	2	both	both	CCONJ
dad-14138	136	3	the	the	DET
dad-14138	136	4	candor	candor	NOUN
dad-14138	136	5	corpus	corpus	NOUN
dad-14138	136	6	and	and	CCONJ
dad-14138	136	7	the	the	DET
dad-14138	136	8	human	human	ADJ
dad-14138	136	9	-	-	PUNCT
dad-14138	136	10	rag	rag	NOUN
dad-14138	136	11	chatbot	chatbot	NOUN
dad-14138	136	12	conversations	conversation	NOUN
dad-14138	136	13	,	,	PUNCT
dad-14138	136	14	three	three	NUM
dad-14138	136	15	annotators	annotator	NOUN
dad-14138	136	16	independently	independently	ADV
dad-14138	136	17	labeled	label	VERB
dad-14138	136	18	each	each	DET
dad-14138	136	19	utterance	utterance	NOUN
dad-14138	136	20	as	as	ADP
dad-14138	136	21	either	either	CCONJ
dad-14138	136	22	important	important	ADJ
dad-14138	136	23	or	or	CCONJ
dad-14138	136	24	unimportant	unimportant	ADJ
dad-14138	136	25	.	.	PUNCT
dad-14138	137	1	the	the	DET
dad-14138	137	2	fleiss	fleiss	PROPN
dad-14138	137	3	’	'	PUNCT
dad-14138	137	4	kappa	kappa	ADJ
dad-14138	137	5	score	score	NOUN
dad-14138	137	6	was	be	AUX
dad-14138	137	7	0.42	0.42	NUM
dad-14138	137	8	for	for	ADP
dad-14138	137	9	both	both	DET
dad-14138	137	10	datasets	dataset	NOUN
dad-14138	137	11	,	,	PUNCT
dad-14138	137	12	indicating	indicate	VERB
dad-14138	137	13	moderate	moderate	ADJ
dad-14138	137	14	agreement	agreement	NOUN
dad-14138	137	15	among	among	ADP
dad-14138	137	16	annotators	annotator	NOUN
dad-14138	137	17	.	.	PUNCT
dad-14138	138	1	to	to	PART
dad-14138	138	2	connect	connect	VERB
dad-14138	138	3	the	the	DET
dad-14138	138	4	annotated	annotate	VERB
dad-14138	138	5	importance	importance	NOUN
dad-14138	138	6	labels	label	NOUN
dad-14138	138	7	(	(	PUNCT
dad-14138	138	8	0	0	NUM
dad-14138	138	9	or	or	CCONJ
dad-14138	138	10	1	1	NUM
dad-14138	138	11	)	)	PUNCT
dad-14138	138	12	with	with	ADP
dad-14138	138	13	the	the	DET
dad-14138	138	14	strength	strength	NOUN
dad-14138	138	15	calculated	calculate	VERB
dad-14138	138	16	using	use	VERB
dad-14138	138	17	the	the	DET
dad-14138	138	18	three	three	NUM
dad-14138	138	19	steps	step	NOUN
dad-14138	138	20	in	in	ADP
dad-14138	138	21	section	section	NOUN
dad-14138	138	22	3.3	3.3	NUM
dad-14138	138	23	,	,	PUNCT
dad-14138	138	24	we	we	PRON
dad-14138	138	25	need	need	VERB
dad-14138	138	26	to	to	PART
dad-14138	138	27	account	account	VERB
dad-14138	138	28	for	for	ADP
dad-14138	138	29	the	the	DET
dad-14138	138	30	lag	lag	NOUN
dad-14138	138	31	time	time	NOUN
dad-14138	138	32	(	(	PUNCT
dad-14138	138	33	∆t	∆t	NOUN
dad-14138	138	34	)	)	PUNCT
dad-14138	138	35	.	.	PUNCT
dad-14138	139	1	in	in	ADP
dad-14138	139	2	our	our	PRON
dad-14138	139	3	setup	setup	NOUN
dad-14138	139	4	,	,	PUNCT
dad-14138	139	5	the	the	DET
dad-14138	139	6	lag	lag	NOUN
dad-14138	139	7	time	time	NOUN
dad-14138	139	8	is	be	AUX
dad-14138	139	9	defined	define	VERB
dad-14138	139	10	as	as	ADP
dad-14138	139	11	one	one	NUM
dad-14138	139	12	time	time	NOUN
dad-14138	139	13	step	step	NOUN
dad-14138	139	14	.	.	PUNCT
dad-14138	140	1	this	this	PRON
dad-14138	140	2	is	be	AUX
dad-14138	140	3	because	because	SCONJ
dad-14138	140	4	the	the	DET
dad-14138	140	5	annotation	annotation	NOUN
dad-14138	140	6	occurs	occur	VERB
dad-14138	140	7	after	after	ADP
dad-14138	140	8	the	the	DET
dad-14138	140	9	conversation	conversation	NOUN
dad-14138	140	10	(	(	PUNCT
dad-14138	140	11	at	at	ADP
dad-14138	140	12	time	time	NOUN
dad-14138	140	13	t	t	NOUN
dad-14138	140	14	=	=	SYM
dad-14138	140	15	2	2	NUM
dad-14138	140	16	)	)	PUNCT
dad-14138	140	17	,	,	PUNCT
dad-14138	140	18	and	and	CCONJ
dad-14138	140	19	the	the	DET
dad-14138	140	20	last	last	ADJ
dad-14138	140	21	time	time	NOUN
dad-14138	140	22	the	the	DET
dad-14138	140	23	memory	memory	NOUN
dad-14138	140	24	could	could	AUX
dad-14138	140	25	have	have	AUX
dad-14138	140	26	been	be	AUX
dad-14138	140	27	used	use	VERB
dad-14138	140	28	was	be	AUX
dad-14138	140	29	during	during	ADP
dad-14138	140	30	the	the	DET
dad-14138	140	31	conversation	conversation	NOUN
dad-14138	140	32	itself	itself	PRON
dad-14138	140	33	(	(	PUNCT
dad-14138	140	34	at	at	ADP
dad-14138	140	35	time	time	NOUN
dad-14138	140	36	t	t	NOUN
dad-14138	140	37	=	=	SYM
dad-14138	140	38	1	1	NUM
dad-14138	140	39	)	)	PUNCT
dad-14138	140	40	.	.	PUNCT
dad-14138	141	1	therefore	therefore	ADV
dad-14138	141	2	,	,	PUNCT
dad-14138	141	3	we	we	PRON
dad-14138	141	4	substitute	substitute	VERB
dad-14138	141	5	∆t	∆t	PROPN
dad-14138	142	1	=	=	SYM
dad-14138	142	2	1	1	NUM
dad-14138	142	3	into	into	ADP
dad-14138	142	4	equation	equation	NOUN
dad-14138	142	5	(	(	PUNCT
dad-14138	142	6	3	3	NUM
dad-14138	142	7	)	)	PUNCT
dad-14138	142	8	.	.	PUNCT
dad-14138	143	1	this	this	PRON
dad-14138	143	2	simplifies	simplify	VERB
dad-14138	143	3	the	the	DET
dad-14138	143	4	equation	equation	NOUN
dad-14138	143	5	to	to	PART
dad-14138	143	6	:	:	PUNCT
dad-14138	143	7	importance	importance	NOUN
dad-14138	143	8	=	=	SYM
dad-14138	143	9	e−1	e−1	PROPN
dad-14138	143	10	/	/	SYM
dad-14138	143	11	s	s	X
dad-14138	143	12	(	(	PUNCT
dad-14138	143	13	4	4	NUM
dad-14138	143	14	)	)	PUNCT
dad-14138	143	15	where	where	SCONJ
dad-14138	143	16	s	s	NOUN
dad-14138	143	17	is	be	AUX
dad-14138	143	18	defined	define	VERB
dad-14138	143	19	in	in	ADP
dad-14138	143	20	equation	equation	NOUN
dad-14138	143	21	(	(	PUNCT
dad-14138	143	22	2	2	NUM
dad-14138	143	23	)	)	PUNCT
dad-14138	143	24	as	as	ADP
dad-14138	143	25	the	the	DET
dad-14138	143	26	weighted	weighted	ADJ
dad-14138	143	27	sum	sum	NOUN
dad-14138	143	28	of	of	ADP
dad-14138	143	29	the	the	DET
dad-14138	143	30	metrics	metric	NOUN
dad-14138	143	31	.	.	PUNCT
dad-14138	144	1	with	with	ADP
dad-14138	144	2	the	the	DET
dad-14138	144	3	simplified	simplified	ADJ
dad-14138	144	4	importance	importance	NOUN
dad-14138	144	5	(	(	PUNCT
dad-14138	144	6	equation	equation	NOUN
dad-14138	144	7	(	(	PUNCT
dad-14138	144	8	4	4	NUM
dad-14138	144	9	)	)	PUNCT
dad-14138	144	10	)	)	PUNCT
dad-14138	144	11	and	and	CCONJ
dad-14138	144	12	the	the	DET
dad-14138	144	13	annotated	annotated	ADJ
dad-14138	144	14	data	datum	NOUN
dad-14138	144	15	,	,	PUNCT
dad-14138	144	16	we	we	PRON
dad-14138	144	17	can	can	AUX
dad-14138	144	18	now	now	ADV
dad-14138	144	19	estimate	estimate	VERB
dad-14138	144	20	the	the	DET
dad-14138	144	21	weights	weight	NOUN
dad-14138	144	22	.	.	PUNCT
dad-14138	145	1	we	we	PRON
dad-14138	145	2	used	use	VERB
dad-14138	145	3	the	the	DET
dad-14138	145	4	levenberg	levenberg	PROPN
dad-14138	145	5	–	–	PUNCT
dad-14138	145	6	marquardt	marquardt	PROPN
dad-14138	145	7	algorithm	algorithm	PROPN
dad-14138	145	8	and	and	CCONJ
dad-14138	145	9	utilized	utilize	VERB
dad-14138	145	10	l2	l2	NOUN
dad-14138	145	11	-	-	PUNCT
dad-14138	145	12	regularized	regularize	VERB
dad-14138	145	13	squared	square	VERB
dad-14138	145	14	loss	loss	NOUN
dad-14138	145	15	as	as	ADP
dad-14138	145	16	the	the	DET
dad-14138	145	17	loss	loss	NOUN
dad-14138	145	18	function	function	NOUN
dad-14138	145	19	,	,	PUNCT
dad-14138	145	20	with	with	ADP
dad-14138	145	21	p0	p0	NOUN
dad-14138	145	22	(	(	PUNCT
dad-14138	145	23	initial	initial	ADJ
dad-14138	145	24	guesses	guess	NOUN
dad-14138	145	25	)	)	PUNCT
dad-14138	145	26	to	to	PART
dad-14138	145	27	be	be	AUX
dad-14138	145	28	[	[	X
dad-14138	145	29	1	1	NUM
dad-14138	145	30	,	,	PUNCT
dad-14138	145	31	1	1	NUM
dad-14138	145	32	,	,	PUNCT
dad-14138	145	33	1	1	NUM
dad-14138	145	34	]	]	PUNCT
dad-14138	145	35	,	,	PUNCT
dad-14138	145	36	although	although	SCONJ
dad-14138	145	37	we	we	PRON
dad-14138	145	38	did	do	AUX
dad-14138	145	39	not	not	PART
dad-14138	145	40	find	find	VERB
dad-14138	145	41	the	the	DET
dad-14138	145	42	initial	initial	ADJ
dad-14138	145	43	guesses	guess	NOUN
dad-14138	145	44	to	to	PART
dad-14138	145	45	affect	affect	VERB
dad-14138	145	46	the	the	DET
dad-14138	145	47	outcome	outcome	NOUN
dad-14138	145	48	of	of	ADP
dad-14138	145	49	the	the	DET
dad-14138	145	50	learned	learn	VERB
dad-14138	145	51	parameters	parameter	NOUN
dad-14138	145	52	.	.	PUNCT
dad-14138	146	1	the	the	DET
dad-14138	146	2	results	result	NOUN
dad-14138	146	3	of	of	ADP
dad-14138	146	4	the	the	DET
dad-14138	146	5	fitted	fit	VERB
dad-14138	146	6	parameters	parameter	NOUN
dad-14138	146	7	are	be	AUX
dad-14138	146	8	given	give	VERB
dad-14138	146	9	in	in	ADP
dad-14138	146	10	table	table	NOUN
dad-14138	146	11	2	2	NUM
dad-14138	146	12	.	.	PUNCT
dad-14138	146	13	notably	notably	ADV
dad-14138	146	14	,	,	PUNCT
dad-14138	146	15	arousal	arousal	NOUN
dad-14138	146	16	(	(	PUNCT
dad-14138	146	17	a	a	PRON
dad-14138	146	18	)	)	PUNCT
dad-14138	146	19	exhibits	exhibit	VERB
dad-14138	146	20	the	the	DET
dad-14138	146	21	highest	high	ADJ
dad-14138	146	22	weight	weight	NOUN
dad-14138	146	23	among	among	ADP
dad-14138	146	24	metrics	metric	NOUN
dad-14138	146	25	,	,	PUNCT
dad-14138	146	26	suggesting	suggest	VERB
dad-14138	146	27	that	that	SCONJ
dad-14138	146	28	arousal	arousal	NOUN
dad-14138	146	29	plays	play	VERB
dad-14138	146	30	a	a	DET
dad-14138	146	31	crucial	crucial	ADJ
dad-14138	146	32	role	role	NOUN
dad-14138	146	33	in	in	ADP
dad-14138	146	34	determining	determine	VERB
dad-14138	146	35	the	the	DET
dad-14138	146	36	memorability	memorability	NOUN
dad-14138	146	37	and	and	CCONJ
dad-14138	146	38	importance	importance	NOUN
dad-14138	146	39	of	of	ADP
dad-14138	146	40	an	an	DET
dad-14138	146	41	utterance	utterance	NOUN
dad-14138	146	42	.	.	PUNCT
dad-14138	147	1	the	the	DET
dad-14138	147	2	negative	negative	ADJ
dad-14138	147	3	weight	weight	NOUN
dad-14138	147	4	for	for	ADP
dad-14138	147	5	perplexity	perplexity	NOUN
dad-14138	147	6	(	(	PUNCT
dad-14138	147	7	wp	wp	NOUN
dad-14138	147	8	=	=	PUNCT
dad-14138	147	9	−0.28	−0.28	NOUN
dad-14138	147	10	)	)	PUNCT
dad-14138	147	11	reflects	reflect	VERB
dad-14138	147	12	that	that	SCONJ
dad-14138	147	13	lower	low	ADJ
dad-14138	147	14	perplexity	perplexity	NOUN
dad-14138	147	15	correlates	correlate	VERB
dad-14138	147	16	with	with	ADP
dad-14138	147	17	higher	high	ADJ
dad-14138	147	18	importance	importance	NOUN
dad-14138	147	19	.	.	PUNCT
dad-14138	148	1	this	this	DET
dad-14138	148	2	counterintuitive	counterintuitive	ADJ
dad-14138	148	3	result	result	NOUN
dad-14138	148	4	stems	stem	VERB
dad-14138	148	5	from	from	ADP
dad-14138	148	6	the	the	DET
dad-14138	148	7	nature	nature	NOUN
dad-14138	148	8	of	of	ADP
dad-14138	148	9	the	the	DET
dad-14138	148	10	utterances	utterance	NOUN
dad-14138	148	11	labeled	label	VERB
dad-14138	148	12	as	as	ADP
dad-14138	148	13	important	important	ADJ
dad-14138	148	14	.	.	PUNCT
dad-14138	149	1	to	to	PART
dad-14138	149	2	better	well	ADV
dad-14138	149	3	understand	understand	VERB
dad-14138	149	4	this	this	PRON
dad-14138	149	5	,	,	PUNCT
dad-14138	149	6	we	we	PRON
dad-14138	149	7	used	use	VERB
dad-14138	149	8	an	an	DET
dad-14138	149	9	llm	llm	NOUN
dad-14138	149	10	to	to	PART
dad-14138	149	11	categorize	categorize	VERB
dad-14138	149	12	each	each	DET
dad-14138	149	13	utterance	utterance	NOUN
dad-14138	149	14	as	as	ADP
dad-14138	149	15	profile	profile	ADV
dad-14138	149	16	-	-	PUNCT
dad-14138	149	17	related	relate	VERB
dad-14138	149	18	,	,	PUNCT
dad-14138	149	19	episode	episode	NOUN
dad-14138	149	20	-	-	PUNCT
dad-14138	149	21	related	relate	VERB
dad-14138	149	22	,	,	PUNCT
dad-14138	149	23	or	or	CCONJ
dad-14138	149	24	others	other	NOUN
dad-14138	149	25	,	,	PUNCT
dad-14138	149	26	using	use	VERB
dad-14138	149	27	the	the	DET
dad-14138	149	28	prompt	prompt	NOUN
dad-14138	149	29	provided	provide	VERB
dad-14138	149	30	in	in	ADP
dad-14138	149	31	appendix	appendix	ADJ
dad-14138	149	32	c.2	c.2	PROPN
dad-14138	149	33	.	.	PUNCT
dad-14138	150	1	over	over	ADP
dad-14138	150	2	half	half	NOUN
dad-14138	150	3	of	of	ADP
dad-14138	150	4	these	these	DET
dad-14138	150	5	utterances	utterance	NOUN
dad-14138	150	6	(	(	PUNCT
dad-14138	150	7	52.3	52.3	NUM
dad-14138	150	8	%	%	NOUN
dad-14138	150	9	)	)	PUNCT
dad-14138	150	10	contained	contain	VERB
dad-14138	150	11	profile	profile	ADV
dad-14138	150	12	-	-	PUNCT
dad-14138	150	13	related	relate	VERB
dad-14138	150	14	information	information	NOUN
dad-14138	150	15	,	,	PUNCT
dad-14138	150	16	such	such	ADJ
dad-14138	150	17	as	as	ADP
dad-14138	150	18	names	name	NOUN
dad-14138	150	19	,	,	PUNCT
dad-14138	150	20	preferences	preference	NOUN
dad-14138	150	21	,	,	PUNCT
dad-14138	150	22	or	or	CCONJ
dad-14138	150	23	other	other	ADJ
dad-14138	150	24	biographical	biographical	ADJ
dad-14138	150	25	details	detail	NOUN
dad-14138	150	26	,	,	PUNCT
dad-14138	150	27	which	which	PRON
dad-14138	150	28	are	be	AUX
dad-14138	150	29	generally	generally	ADV
dad-14138	150	30	predictable	predictable	ADJ
dad-14138	150	31	and	and	CCONJ
dad-14138	150	32	contextually	contextually	ADV
dad-14138	150	33	coherent	coherent	ADJ
dad-14138	150	34	,	,	PUNCT
dad-14138	150	35	resulting	result	VERB
dad-14138	150	36	in	in	ADP
dad-14138	150	37	lower	low	ADJ
dad-14138	150	38	perplexity	perplexity	NOUN
dad-14138	150	39	(	(	PUNCT
dad-14138	150	40	37.7	37.7	NUM
dad-14138	150	41	)	)	PUNCT
dad-14138	150	42	compared	compare	VERB
dad-14138	150	43	to	to	ADP
dad-14138	150	44	the	the	DET
dad-14138	150	45	average	average	ADJ
dad-14138	150	46	perplexity	perplexity	NOUN
dad-14138	150	47	of	of	ADP
dad-14138	150	48	39.5	39.5	NUM
dad-14138	150	49	.	.	PUNCT
dad-14138	151	1	similarly	similarly	ADV
dad-14138	151	2	,	,	PUNCT
dad-14138	151	3	a	a	DET
dad-14138	151	4	significant	significant	ADJ
dad-14138	151	5	portion	portion	NOUN
dad-14138	151	6	of	of	ADP
dad-14138	151	7	the	the	DET
dad-14138	151	8	utterances	utterance	NOUN
dad-14138	151	9	(	(	PUNCT
dad-14138	151	10	27.3	27.3	NUM
dad-14138	151	11	%	%	NOUN
dad-14138	151	12	)	)	PUNCT
dad-14138	151	13	were	be	AUX
dad-14138	151	14	related	relate	VERB
dad-14138	151	15	to	to	ADP
dad-14138	151	16	episodes	episode	NOUN
dad-14138	151	17	or	or	CCONJ
dad-14138	151	18	events	event	NOUN
dad-14138	151	19	,	,	PUNCT
dad-14138	151	20	which	which	PRON
dad-14138	151	21	also	also	ADV
dad-14138	151	22	exhibited	exhibit	VERB
dad-14138	151	23	low	low	ADJ
dad-14138	151	24	perplexity	perplexity	NOUN
dad-14138	151	25	(	(	PUNCT
dad-14138	151	26	28.7	28.7	NUM
dad-14138	151	27	)	)	PUNCT
dad-14138	151	28	due	due	ADP
dad-14138	151	29	to	to	ADP
dad-14138	151	30	their	their	PRON
dad-14138	151	31	alignment	alignment	NOUN
dad-14138	151	32	with	with	ADP
dad-14138	151	33	prior	prior	ADJ
dad-14138	151	34	conversational	conversational	ADJ
dad-14138	151	35	context	context	NOUN
dad-14138	151	36	.	.	PUNCT
dad-14138	152	1	however	however	ADV
dad-14138	152	2	,	,	PUNCT
dad-14138	152	3	the	the	DET
dad-14138	152	4	weight	weight	NOUN
dad-14138	152	5	of	of	ADP
dad-14138	152	6	the	the	DET
dad-14138	152	7	perplexity	perplexity	NOUN
dad-14138	152	8	is	be	AUX
dad-14138	152	9	much	much	ADV
dad-14138	152	10	smaller	small	ADJ
dad-14138	152	11	then	then	ADV
dad-14138	152	12	those	those	PRON
dad-14138	152	13	for	for	ADP
dad-14138	152	14	others	other	NOUN
dad-14138	152	15	.	.	PUNCT
dad-14138	153	1	that	that	PRON
dad-14138	153	2	said	say	VERB
dad-14138	153	3	,	,	PUNCT
dad-14138	153	4	we	we	PRON
dad-14138	153	5	also	also	ADV
dad-14138	153	6	recognize	recognize	VERB
dad-14138	153	7	limitations	limitation	NOUN
dad-14138	153	8	in	in	ADP
dad-14138	153	9	using	use	VERB
dad-14138	153	10	perplexity	perplexity	NOUN
dad-14138	153	11	as	as	ADP
dad-14138	153	12	a	a	DET
dad-14138	153	13	proxy	proxy	NOUN
dad-14138	153	14	for	for	ADP
dad-14138	153	15	psychological	psychological	ADJ
dad-14138	153	16	81	81	NUM
dad-14138	153	17	ryuichi	ryuichi	PROPN
dad-14138	153	18	sumida	sumida	PROPN
dad-14138	153	19	,	,	PUNCT
dad-14138	153	20	inoue	inoue	PROPN
dad-14138	153	21	and	and	CCONJ
dad-14138	153	22	kawahara	kawahara	PROPN
dad-14138	153	23	surprise	surprise	NOUN
dad-14138	153	24	.	.	PUNCT
dad-14138	154	1	although	although	SCONJ
dad-14138	154	2	perplexity	perplexity	NOUN
dad-14138	154	3	reflects	reflect	VERB
dad-14138	154	4	how	how	SCONJ
dad-14138	154	5	unexpected	unexpected	ADJ
dad-14138	154	6	a	a	DET
dad-14138	154	7	sentence	sentence	NOUN
dad-14138	154	8	is	be	AUX
dad-14138	154	9	to	to	ADP
dad-14138	154	10	a	a	DET
dad-14138	154	11	language	language	NOUN
dad-14138	154	12	model	model	NOUN
dad-14138	154	13	,	,	PUNCT
dad-14138	154	14	it	it	PRON
dad-14138	154	15	does	do	AUX
dad-14138	154	16	not	not	PART
dad-14138	154	17	necessarily	necessarily	ADV
dad-14138	154	18	align	align	VERB
dad-14138	154	19	with	with	ADP
dad-14138	154	20	how	how	SCONJ
dad-14138	154	21	humans	human	NOUN
dad-14138	154	22	experience	experience	VERB
dad-14138	154	23	surprise	surprise	NOUN
dad-14138	154	24	or	or	CCONJ
dad-14138	154	25	novelty	novelty	NOUN
dad-14138	154	26	.	.	PUNCT
dad-14138	155	1	for	for	ADP
dad-14138	155	2	example	example	NOUN
dad-14138	155	3	,	,	PUNCT
dad-14138	155	4	the	the	DET
dad-14138	155	5	sentence	sentence	NOUN
dad-14138	155	6	“	"	PUNCT
dad-14138	155	7	i	i	PRON
dad-14138	155	8	saw	see	VERB
dad-14138	155	9	a	a	DET
dad-14138	155	10	car	car	NOUN
dad-14138	155	11	accident	accident	NOUN
dad-14138	155	12	right	right	ADV
dad-14138	155	13	in	in	ADP
dad-14138	155	14	front	front	NOUN
dad-14138	155	15	of	of	ADP
dad-14138	155	16	my	my	PRON
dad-14138	155	17	eyes	eye	NOUN
dad-14138	155	18	”	"	PUNCT
dad-14138	155	19	is	be	AUX
dad-14138	155	20	syntactically	syntactically	ADV
dad-14138	155	21	conventional	conventional	ADJ
dad-14138	155	22	and	and	CCONJ
dad-14138	155	23	therefore	therefore	ADV
dad-14138	155	24	has	have	VERB
dad-14138	155	25	low	low	ADJ
dad-14138	155	26	perplexity	perplexity	NOUN
dad-14138	155	27	,	,	PUNCT
dad-14138	155	28	but	but	CCONJ
dad-14138	155	29	the	the	DET
dad-14138	155	30	event	event	NOUN
dad-14138	155	31	it	it	PRON
dad-14138	155	32	describes	describe	VERB
dad-14138	155	33	is	be	AUX
dad-14138	155	34	rare	rare	ADJ
dad-14138	155	35	and	and	CCONJ
dad-14138	155	36	emotionally	emotionally	ADV
dad-14138	155	37	salient	salient	NOUN
dad-14138	155	38	.	.	PUNCT
dad-14138	156	1	this	this	PRON
dad-14138	156	2	highlights	highlight	VERB
dad-14138	156	3	a	a	DET
dad-14138	156	4	key	key	ADJ
dad-14138	156	5	mismatch	mismatch	NOUN
dad-14138	156	6	:	:	PUNCT
dad-14138	156	7	perplexity	perplexity	NOUN
dad-14138	156	8	captures	capture	VERB
dad-14138	156	9	linguistic	linguistic	ADJ
dad-14138	156	10	predictability	predictability	NOUN
dad-14138	156	11	from	from	ADP
dad-14138	156	12	large	large	ADJ
dad-14138	156	13	-	-	PUNCT
dad-14138	156	14	scale	scale	NOUN
dad-14138	156	15	training	training	NOUN
dad-14138	156	16	corpora	corpus	NOUN
dad-14138	156	17	,	,	PUNCT
dad-14138	156	18	but	but	CCONJ
dad-14138	156	19	not	not	PART
dad-14138	156	20	experiential	experiential	ADJ
dad-14138	156	21	rarity	rarity	NOUN
dad-14138	156	22	or	or	CCONJ
dad-14138	156	23	semantic	semantic	ADJ
dad-14138	156	24	impact	impact	NOUN
dad-14138	156	25	.	.	PUNCT
dad-14138	157	1	thus	thus	ADV
dad-14138	157	2	,	,	PUNCT
dad-14138	157	3	while	while	SCONJ
dad-14138	157	4	our	our	PRON
dad-14138	157	5	model	model	NOUN
dad-14138	157	6	finds	find	VERB
dad-14138	157	7	a	a	DET
dad-14138	157	8	weak	weak	ADJ
dad-14138	157	9	negative	negative	ADJ
dad-14138	157	10	correlation	correlation	NOUN
dad-14138	157	11	between	between	ADP
dad-14138	157	12	perplexity	perplexity	NOUN
dad-14138	157	13	and	and	CCONJ
dad-14138	157	14	importance	importance	NOUN
dad-14138	157	15	in	in	ADP
dad-14138	157	16	our	our	PRON
dad-14138	157	17	dataset	dataset	NOUN
dad-14138	157	18	,	,	PUNCT
dad-14138	157	19	this	this	PRON
dad-14138	157	20	should	should	AUX
dad-14138	157	21	not	not	PART
dad-14138	157	22	be	be	AUX
dad-14138	157	23	interpreted	interpret	VERB
dad-14138	157	24	as	as	ADP
dad-14138	157	25	a	a	DET
dad-14138	157	26	general	general	ADJ
dad-14138	157	27	psychological	psychological	ADJ
dad-14138	157	28	principle	principle	NOUN
dad-14138	157	29	.	.	PUNCT
dad-14138	158	1	future	future	ADJ
dad-14138	158	2	work	work	NOUN
dad-14138	158	3	could	could	AUX
dad-14138	158	4	explore	explore	VERB
dad-14138	158	5	metrics	metric	NOUN
dad-14138	158	6	that	that	PRON
dad-14138	158	7	better	well	ADJ
dad-14138	158	8	capture	capture	VERB
dad-14138	158	9	event	event	NOUN
dad-14138	158	10	-	-	PUNCT
dad-14138	158	11	level	level	NOUN
dad-14138	158	12	novelty	novelty	NOUN
dad-14138	158	13	or	or	CCONJ
dad-14138	158	14	incorporate	incorporate	VERB
dad-14138	158	15	richer	rich	ADJ
dad-14138	158	16	contextual	contextual	ADJ
dad-14138	158	17	information	information	NOUN
dad-14138	158	18	beyond	beyond	ADP
dad-14138	158	19	text	text	NOUN
dad-14138	158	20	.	.	PUNCT
dad-14138	159	1	4	4	X
dad-14138	159	2	.	.	X
dad-14138	159	3	system	system	NOUN
dad-14138	159	4	overview	overview	NOUN
dad-14138	159	5	lufy	lufy	ADV
dad-14138	159	6	is	be	AUX
dad-14138	159	7	composed	compose	VERB
dad-14138	159	8	of	of	ADP
dad-14138	159	9	two	two	NUM
dad-14138	159	10	main	main	ADJ
dad-14138	159	11	components	component	NOUN
dad-14138	159	12	:	:	PUNCT
dad-14138	159	13	(	(	PUNCT
dad-14138	159	14	1	1	X
dad-14138	159	15	)	)	PUNCT
dad-14138	159	16	the	the	DET
dad-14138	159	17	response	response	NOUN
dad-14138	159	18	generation	generation	NOUN
dad-14138	159	19	module	module	NOUN
dad-14138	159	20	,	,	PUNCT
dad-14138	159	21	and	and	CCONJ
dad-14138	159	22	(	(	PUNCT
dad-14138	159	23	2	2	X
dad-14138	159	24	)	)	PUNCT
dad-14138	159	25	the	the	DET
dad-14138	159	26	forgetting	forget	VERB
dad-14138	159	27	module	module	NOUN
dad-14138	159	28	.	.	PUNCT
dad-14138	160	1	the	the	DET
dad-14138	160	2	forgetting	forget	VERB
dad-14138	160	3	process	process	NOUN
dad-14138	160	4	is	be	AUX
dad-14138	160	5	invoked	invoke	VERB
dad-14138	160	6	after	after	ADP
dad-14138	160	7	the	the	DET
dad-14138	160	8	conversation	conversation	NOUN
dad-14138	160	9	when	when	SCONJ
dad-14138	160	10	the	the	DET
dad-14138	160	11	user	user	NOUN
dad-14138	160	12	has	have	AUX
dad-14138	160	13	done	do	VERB
dad-14138	160	14	talking	talk	VERB
dad-14138	160	15	.	.	PUNCT
dad-14138	161	1	4.1	4.1	NUM
dad-14138	161	2	response	response	NOUN
dad-14138	161	3	generation	generation	NOUN
dad-14138	161	4	as	as	SCONJ
dad-14138	161	5	depicted	depict	VERB
dad-14138	161	6	in	in	ADP
dad-14138	161	7	figure	figure	NOUN
dad-14138	161	8	3	3	NUM
dad-14138	161	9	,	,	PUNCT
dad-14138	161	10	the	the	DET
dad-14138	161	11	response	response	NOUN
dad-14138	161	12	generation	generation	NOUN
dad-14138	161	13	process	process	NOUN
dad-14138	161	14	consists	consist	VERB
dad-14138	161	15	of	of	ADP
dad-14138	161	16	two	two	NUM
dad-14138	161	17	main	main	ADJ
dad-14138	161	18	parts	part	NOUN
dad-14138	161	19	:	:	PUNCT
dad-14138	161	20	the	the	DET
dad-14138	161	21	retrieval	retrieval	ADJ
dad-14138	161	22	part	part	NOUN
dad-14138	161	23	and	and	CCONJ
dad-14138	161	24	prompt	prompt	ADJ
dad-14138	161	25	construction	construction	NOUN
dad-14138	161	26	via	via	ADP
dad-14138	161	27	concatenation	concatenation	NOUN
dad-14138	161	28	of	of	ADP
dad-14138	161	29	key	key	ADJ
dad-14138	161	30	information	information	NOUN
dad-14138	161	31	(	(	PUNCT
dad-14138	161	32	context	context	NOUN
dad-14138	161	33	,	,	PUNCT
dad-14138	161	34	summary	summary	NOUN
dad-14138	161	35	,	,	PUNCT
dad-14138	161	36	and	and	CCONJ
dad-14138	161	37	memory	memory	NOUN
dad-14138	161	38	)	)	PUNCT
dad-14138	161	39	.	.	PUNCT
dad-14138	162	1	we	we	PRON
dad-14138	162	2	provide	provide	VERB
dad-14138	162	3	a	a	DET
dad-14138	162	4	detailed	detailed	ADJ
dad-14138	162	5	explanation	explanation	NOUN
dad-14138	162	6	of	of	ADP
dad-14138	162	7	the	the	DET
dad-14138	162	8	retrieval	retrieval	NOUN
dad-14138	162	9	method	method	NOUN
dad-14138	162	10	,	,	PUNCT
dad-14138	162	11	as	as	SCONJ
dad-14138	162	12	it	it	PRON
dad-14138	162	13	is	be	AUX
dad-14138	162	14	central	central	ADJ
dad-14138	162	15	to	to	ADP
dad-14138	162	16	the	the	DET
dad-14138	162	17	rag	rag	NOUN
dad-14138	162	18	chatbots	chatbot	NOUN
dad-14138	162	19	.	.	PUNCT
dad-14138	163	1	4.1.1	4.1.1	NUM
dad-14138	163	2	retrieval	retrieval	NOUN
dad-14138	163	3	method	method	NOUN
dad-14138	163	4	memory	memory	NOUN
dad-14138	163	5	storage	storage	NOUN
dad-14138	163	6	we	we	PRON
dad-14138	163	7	store	store	VERB
dad-14138	163	8	three	three	NUM
dad-14138	163	9	types	type	NOUN
dad-14138	163	10	of	of	ADP
dad-14138	163	11	information	information	NOUN
dad-14138	163	12	,	,	PUNCT
dad-14138	163	13	which	which	PRON
dad-14138	163	14	together	together	ADV
dad-14138	163	15	constitute	constitute	VERB
dad-14138	163	16	the	the	DET
dad-14138	163	17	chatbot	chatbot	NOUN
dad-14138	163	18	’s	’s	PART
dad-14138	163	19	memory	memory	NOUN
dad-14138	163	20	:	:	PUNCT
dad-14138	163	21	figure	figure	VERB
dad-14138	163	22	3	3	NUM
dad-14138	163	23	:	:	PUNCT
dad-14138	163	24	overview	overview	NOUN
dad-14138	163	25	of	of	ADP
dad-14138	163	26	the	the	DET
dad-14138	163	27	response	response	NOUN
dad-14138	163	28	generation	generation	NOUN
dad-14138	163	29	pipeline	pipeline	NOUN
dad-14138	163	30	.	.	PUNCT
dad-14138	164	1	the	the	DET
dad-14138	164	2	user	user	NOUN
dad-14138	164	3	input	input	NOUN
dad-14138	164	4	is	be	AUX
dad-14138	164	5	embedded	embed	VERB
dad-14138	164	6	and	and	CCONJ
dad-14138	164	7	compared	compare	VERB
dad-14138	164	8	against	against	ADP
dad-14138	164	9	stored	store	VERB
dad-14138	164	10	memory	memory	NOUN
dad-14138	164	11	entries	entry	NOUN
dad-14138	164	12	based	base	VERB
dad-14138	164	13	on	on	ADP
dad-14138	164	14	cosine	cosine	NOUN
dad-14138	164	15	similarity	similarity	NOUN
dad-14138	164	16	and	and	CCONJ
dad-14138	164	17	an	an	DET
dad-14138	164	18	importance	importance	NOUN
dad-14138	164	19	score	score	NOUN
dad-14138	164	20	.	.	PUNCT
dad-14138	165	1	the	the	DET
dad-14138	165	2	top	top	ADV
dad-14138	165	3	-	-	PUNCT
dad-14138	165	4	ranked	rank	VERB
dad-14138	165	5	memory	memory	NOUN
dad-14138	165	6	combined	combine	VERB
dad-14138	165	7	with	with	ADP
dad-14138	165	8	recent	recent	ADJ
dad-14138	165	9	utterances	utterance	NOUN
dad-14138	165	10	and	and	CCONJ
dad-14138	165	11	a	a	DET
dad-14138	165	12	summary	summary	NOUN
dad-14138	165	13	of	of	ADP
dad-14138	165	14	prior	prior	ADJ
dad-14138	165	15	conversations	conversation	NOUN
dad-14138	165	16	,	,	PUNCT
dad-14138	165	17	is	be	AUX
dad-14138	165	18	passed	pass	VERB
dad-14138	165	19	to	to	ADP
dad-14138	165	20	the	the	DET
dad-14138	165	21	llm	llm	NOUN
dad-14138	165	22	for	for	ADP
dad-14138	165	23	response	response	NOUN
dad-14138	165	24	generation	generation	NOUN
dad-14138	165	25	.	.	PUNCT
dad-14138	166	1	82	82	NUM
dad-14138	166	2	enhancing	enhance	VERB
dad-14138	166	3	long	long	ADJ
dad-14138	166	4	-	-	PUNCT
dad-14138	166	5	term	term	NOUN
dad-14138	166	6	rag	rag	NOUN
dad-14138	166	7	chatbots	chatbot	NOUN
dad-14138	166	8	with	with	ADP
dad-14138	166	9	psychological	psychological	ADJ
dad-14138	166	10	models	model	NOUN
dad-14138	166	11	1	1	NUM
dad-14138	166	12	.	.	PUNCT
dad-14138	166	13	profile	profile	PROPN
dad-14138	166	14	information	information	NOUN
dad-14138	166	15	,	,	PUNCT
dad-14138	166	16	consisting	consist	VERB
dad-14138	166	17	of	of	ADP
dad-14138	166	18	structured	structured	ADJ
dad-14138	166	19	facts	fact	NOUN
dad-14138	166	20	about	about	ADP
dad-14138	166	21	the	the	DET
dad-14138	166	22	user	user	NOUN
dad-14138	166	23	such	such	ADJ
dad-14138	166	24	as	as	ADP
dad-14138	166	25	preferences	preference	NOUN
dad-14138	166	26	,	,	PUNCT
dad-14138	166	27	background	background	NOUN
dad-14138	166	28	traits	trait	NOUN
dad-14138	166	29	,	,	PUNCT
dad-14138	166	30	or	or	CCONJ
dad-14138	166	31	frequently	frequently	ADV
dad-14138	166	32	mentioned	mention	VERB
dad-14138	166	33	entities	entity	NOUN
dad-14138	166	34	(	(	PUNCT
dad-14138	166	35	e.g.	e.g.	ADV
dad-14138	166	36	,	,	PUNCT
dad-14138	166	37	“	"	PUNCT
dad-14138	166	38	likes	like	VERB
dad-14138	166	39	sushi	sushi	NOUN
dad-14138	166	40	,	,	PUNCT
dad-14138	166	41	”	"	PUNCT
dad-14138	166	42	“	"	PUNCT
dad-14138	166	43	has	have	VERB
dad-14138	166	44	a	a	DET
dad-14138	166	45	dog	dog	NOUN
dad-14138	166	46	named	name	VERB
dad-14138	166	47	luke	luke	PROPN
dad-14138	166	48	”	"	PUNCT
dad-14138	166	49	)	)	PUNCT
dad-14138	166	50	.	.	PUNCT
dad-14138	167	1	the	the	DET
dad-14138	167	2	profile	profile	NOUN
dad-14138	167	3	is	be	AUX
dad-14138	167	4	automatically	automatically	ADV
dad-14138	167	5	generated	generate	VERB
dad-14138	167	6	by	by	ADP
dad-14138	167	7	an	an	DET
dad-14138	167	8	llm	llm	NOUN
dad-14138	167	9	based	base	VERB
dad-14138	167	10	on	on	ADP
dad-14138	167	11	the	the	DET
dad-14138	167	12	accumulated	accumulate	VERB
dad-14138	167	13	conversation	conversation	NOUN
dad-14138	167	14	history	history	NOUN
dad-14138	167	15	.	.	PUNCT
dad-14138	168	1	it	it	PRON
dad-14138	168	2	is	be	AUX
dad-14138	168	3	continuously	continuously	ADV
dad-14138	168	4	updated	update	VERB
dad-14138	168	5	after	after	SCONJ
dad-14138	168	6	each	each	DET
dad-14138	168	7	session	session	NOUN
dad-14138	168	8	to	to	PART
dad-14138	168	9	reflect	reflect	VERB
dad-14138	168	10	new	new	ADJ
dad-14138	168	11	salient	salient	NOUN
dad-14138	168	12	user	user	NOUN
dad-14138	168	13	details	detail	NOUN
dad-14138	168	14	.	.	PUNCT
dad-14138	169	1	a	a	DET
dad-14138	169	2	‘	'	PUNCT
dad-14138	169	3	session	session	NOUN
dad-14138	169	4	’	'	PUNCT
dad-14138	169	5	refers	refer	VERB
dad-14138	169	6	to	to	ADP
dad-14138	169	7	a	a	DET
dad-14138	169	8	30	30	NUM
dad-14138	169	9	-	-	PUNCT
dad-14138	169	10	minute	minute	NOUN
dad-14138	169	11	human	human	ADJ
dad-14138	169	12	–	–	PUNCT
dad-14138	169	13	chatbot	chatbot	NOUN
dad-14138	169	14	interaction	interaction	NOUN
dad-14138	169	15	(	(	PUNCT
dad-14138	169	16	see	see	VERB
dad-14138	169	17	section	section	NOUN
dad-14138	169	18	5	5	NUM
dad-14138	169	19	for	for	ADP
dad-14138	169	20	full	full	ADJ
dad-14138	169	21	details	detail	NOUN
dad-14138	169	22	)	)	PUNCT
dad-14138	169	23	.	.	PUNCT
dad-14138	170	1	2	2	X
dad-14138	170	2	.	.	X
dad-14138	170	3	conversation	conversation	NOUN
dad-14138	170	4	summaries	summary	NOUN
dad-14138	170	5	,	,	PUNCT
dad-14138	170	6	which	which	PRON
dad-14138	170	7	are	be	AUX
dad-14138	170	8	generated	generate	VERB
dad-14138	170	9	at	at	ADP
dad-14138	170	10	the	the	DET
dad-14138	170	11	end	end	NOUN
dad-14138	170	12	of	of	ADP
dad-14138	170	13	each	each	DET
dad-14138	170	14	session	session	NOUN
dad-14138	170	15	to	to	PART
dad-14138	170	16	capture	capture	VERB
dad-14138	170	17	the	the	DET
dad-14138	170	18	overall	overall	ADJ
dad-14138	170	19	structure	structure	NOUN
dad-14138	170	20	and	and	CCONJ
dad-14138	170	21	key	key	ADJ
dad-14138	170	22	events	event	NOUN
dad-14138	170	23	of	of	ADP
dad-14138	170	24	the	the	DET
dad-14138	170	25	dialogue	dialogue	NOUN
dad-14138	170	26	.	.	PUNCT
dad-14138	171	1	3	3	X
dad-14138	171	2	.	.	X
dad-14138	171	3	utterance	utterance	NOUN
dad-14138	171	4	pairs	pair	NOUN
dad-14138	171	5	,	,	PUNCT
dad-14138	171	6	consisting	consist	VERB
dad-14138	171	7	of	of	ADP
dad-14138	171	8	user	user	NOUN
dad-14138	171	9	–	–	PUNCT
dad-14138	171	10	bot	bot	NOUN
dad-14138	171	11	exchanges	exchange	NOUN
dad-14138	171	12	,	,	PUNCT
dad-14138	171	13	which	which	PRON
dad-14138	171	14	preserve	preserve	VERB
dad-14138	171	15	granular	granular	ADJ
dad-14138	171	16	contextual	contextual	ADJ
dad-14138	171	17	and	and	CCONJ
dad-14138	171	18	episodic	episodic	ADJ
dad-14138	171	19	details	detail	NOUN
dad-14138	171	20	.	.	PUNCT
dad-14138	172	1	we	we	PRON
dad-14138	172	2	include	include	VERB
dad-14138	172	3	summaries	summary	NOUN
dad-14138	172	4	of	of	ADP
dad-14138	172	5	the	the	DET
dad-14138	172	6	conversations	conversation	NOUN
dad-14138	172	7	and	and	CCONJ
dad-14138	172	8	utterance	utterance	NOUN
dad-14138	172	9	pairs	pair	NOUN
dad-14138	172	10	in	in	ADP
dad-14138	172	11	memory	memory	NOUN
dad-14138	172	12	storage	storage	NOUN
dad-14138	172	13	to	to	PART
dad-14138	172	14	retain	retain	VERB
dad-14138	172	15	small	small	ADJ
dad-14138	172	16	details	detail	NOUN
dad-14138	172	17	about	about	ADP
dad-14138	172	18	the	the	DET
dad-14138	172	19	user	user	NOUN
dad-14138	172	20	that	that	PRON
dad-14138	172	21	are	be	AUX
dad-14138	172	22	unlikely	unlikely	ADJ
dad-14138	172	23	to	to	PART
dad-14138	172	24	appear	appear	VERB
dad-14138	172	25	in	in	ADP
dad-14138	172	26	the	the	DET
dad-14138	172	27	profile	profile	NOUN
dad-14138	172	28	information	information	NOUN
dad-14138	172	29	,	,	PUNCT
dad-14138	172	30	such	such	ADJ
dad-14138	172	31	as	as	ADP
dad-14138	172	32	episodic	episodic	ADJ
dad-14138	172	33	memory	memory	NOUN
dad-14138	172	34	(	(	PUNCT
dad-14138	172	35	tulving	tulving	NOUN
dad-14138	172	36	,	,	PUNCT
dad-14138	172	37	2002	2002	NUM
dad-14138	172	38	)	)	PUNCT
dad-14138	172	39	,	,	PUNCT
dad-14138	172	40	which	which	PRON
dad-14138	172	41	is	be	AUX
dad-14138	172	42	made	make	VERB
dad-14138	172	43	up	up	ADP
dad-14138	172	44	of	of	ADP
dad-14138	172	45	past	past	ADJ
dad-14138	172	46	experiences	experience	NOUN
dad-14138	172	47	or	or	CCONJ
dad-14138	172	48	events	event	NOUN
dad-14138	172	49	they	they	PRON
dad-14138	172	50	personally	personally	ADV
dad-14138	172	51	remember	remember	VERB
dad-14138	172	52	.	.	PUNCT
dad-14138	173	1	the	the	DET
dad-14138	173	2	forgetting	forget	VERB
dad-14138	173	3	mechanism	mechanism	NOUN
dad-14138	173	4	is	be	AUX
dad-14138	173	5	applied	apply	VERB
dad-14138	173	6	to	to	ADP
dad-14138	173	7	conversation	conversation	NOUN
dad-14138	173	8	summaries	summary	NOUN
dad-14138	173	9	and	and	CCONJ
dad-14138	173	10	utterance	utterance	NOUN
dad-14138	173	11	pairs	pair	NOUN
dad-14138	173	12	,	,	PUNCT
dad-14138	173	13	while	while	SCONJ
dad-14138	173	14	profile	profile	NOUN
dad-14138	173	15	entries	entry	NOUN
dad-14138	173	16	are	be	AUX
dad-14138	173	17	retained	retain	VERB
dad-14138	173	18	and	and	CCONJ
dad-14138	173	19	refined	refine	VERB
dad-14138	173	20	over	over	ADP
dad-14138	173	21	time	time	NOUN
dad-14138	173	22	.	.	PUNCT
dad-14138	174	1	this	this	DET
dad-14138	174	2	structure	structure	NOUN
dad-14138	174	3	enables	enable	VERB
dad-14138	174	4	the	the	DET
dad-14138	174	5	system	system	NOUN
dad-14138	174	6	to	to	PART
dad-14138	174	7	maintain	maintain	VERB
dad-14138	174	8	both	both	PRON
dad-14138	174	9	stable	stable	ADJ
dad-14138	174	10	user	user	NOUN
dad-14138	174	11	traits	trait	NOUN
dad-14138	174	12	and	and	CCONJ
dad-14138	174	13	specific	specific	ADJ
dad-14138	174	14	,	,	PUNCT
dad-14138	174	15	temporally	temporally	ADV
dad-14138	174	16	grounded	ground	VERB
dad-14138	174	17	memories	memory	NOUN
dad-14138	174	18	.	.	PUNCT
dad-14138	175	1	embedding	embed	VERB
dad-14138	175	2	we	we	PRON
dad-14138	175	3	use	use	VERB
dad-14138	175	4	a	a	DET
dad-14138	175	5	standard	standard	ADJ
dad-14138	175	6	llm	llm	NOUN
dad-14138	175	7	embedding	embed	VERB
dad-14138	175	8	(	(	PUNCT
dad-14138	175	9	text	text	NOUN
dad-14138	175	10	-	-	PUNCT
dad-14138	175	11	embedding	embed	VERB
dad-14138	175	12	-	-	PUNCT
dad-14138	175	13	ada-002	ada-002	NOUN
dad-14138	175	14	from	from	ADP
dad-14138	175	15	openai	openai	NOUN
dad-14138	175	16	)	)	PUNCT
dad-14138	175	17	.	.	PUNCT
dad-14138	176	1	embeddings	embedding	NOUN
dad-14138	176	2	of	of	ADP
dad-14138	176	3	the	the	DET
dad-14138	176	4	summaries	summary	NOUN
dad-14138	176	5	and	and	CCONJ
dad-14138	176	6	utterance	utterance	NOUN
dad-14138	176	7	pairs	pair	NOUN
dad-14138	176	8	are	be	AUX
dad-14138	176	9	stored	store	VERB
dad-14138	176	10	.	.	PUNCT
dad-14138	177	1	retrieval	retrieval	VERB
dad-14138	177	2	the	the	DET
dad-14138	177	3	foundation	foundation	NOUN
dad-14138	177	4	of	of	ADP
dad-14138	177	5	the	the	DET
dad-14138	177	6	rag	rag	NOUN
dad-14138	177	7	system	system	NOUN
dad-14138	177	8	is	be	AUX
dad-14138	177	9	its	its	PRON
dad-14138	177	10	retrieval	retrieval	NOUN
dad-14138	177	11	method	method	NOUN
dad-14138	177	12	.	.	PUNCT
dad-14138	178	1	this	this	DET
dad-14138	178	2	process	process	NOUN
dad-14138	178	3	is	be	AUX
dad-14138	178	4	initiated	initiate	VERB
dad-14138	178	5	upon	upon	SCONJ
dad-14138	178	6	receiving	receive	VERB
dad-14138	178	7	input	input	NOUN
dad-14138	178	8	from	from	ADP
dad-14138	178	9	a	a	DET
dad-14138	178	10	user	user	NOUN
dad-14138	178	11	,	,	PUNCT
dad-14138	178	12	to	to	PART
dad-14138	178	13	retrieve	retrieve	VERB
dad-14138	178	14	the	the	DET
dad-14138	178	15	memory	memory	NOUN
dad-14138	178	16	most	most	ADV
dad-14138	178	17	relevant	relevant	ADJ
dad-14138	178	18	to	to	ADP
dad-14138	178	19	the	the	DET
dad-14138	178	20	current	current	ADJ
dad-14138	178	21	conversation	conversation	NOUN
dad-14138	178	22	.	.	PUNCT
dad-14138	179	1	there	there	PRON
dad-14138	179	2	are	be	VERB
dad-14138	179	3	two	two	NUM
dad-14138	179	4	key	key	ADJ
dad-14138	179	5	aspects	aspect	NOUN
dad-14138	179	6	to	to	ADP
dad-14138	179	7	the	the	DET
dad-14138	179	8	retrieval	retrieval	NOUN
dad-14138	179	9	method	method	NOUN
dad-14138	179	10	:	:	PUNCT
dad-14138	179	11	1	1	X
dad-14138	179	12	.	.	PUNCT
dad-14138	179	13	cosine	cosine	NOUN
dad-14138	179	14	similarity	similarity	NOUN
dad-14138	179	15	threshold	threshold	NOUN
dad-14138	179	16	:	:	PUNCT
dad-14138	179	17	during	during	ADP
dad-14138	179	18	the	the	DET
dad-14138	179	19	retrieval	retrieval	NOUN
dad-14138	179	20	stage	stage	NOUN
dad-14138	179	21	,	,	PUNCT
dad-14138	179	22	we	we	PRON
dad-14138	179	23	use	use	VERB
dad-14138	179	24	cosine	cosine	NOUN
dad-14138	179	25	similarity	similarity	NOUN
dad-14138	179	26	to	to	PART
dad-14138	179	27	assess	assess	VERB
dad-14138	179	28	the	the	DET
dad-14138	179	29	relevance	relevance	NOUN
dad-14138	179	30	between	between	ADP
dad-14138	179	31	the	the	DET
dad-14138	179	32	embeddings	embedding	NOUN
dad-14138	179	33	of	of	ADP
dad-14138	179	34	recent	recent	ADJ
dad-14138	179	35	conversations	conversation	NOUN
dad-14138	179	36	and	and	CCONJ
dad-14138	179	37	the	the	DET
dad-14138	179	38	entries	entry	NOUN
dad-14138	179	39	in	in	ADP
dad-14138	179	40	the	the	DET
dad-14138	179	41	memory	memory	NOUN
dad-14138	179	42	database	database	NOUN
dad-14138	179	43	.	.	PUNCT
dad-14138	180	1	to	to	PART
dad-14138	180	2	ensure	ensure	VERB
dad-14138	180	3	a	a	DET
dad-14138	180	4	high	high	ADJ
dad-14138	180	5	level	level	NOUN
dad-14138	180	6	of	of	ADP
dad-14138	180	7	contextual	contextual	ADJ
dad-14138	180	8	relevance	relevance	NOUN
dad-14138	180	9	,	,	PUNCT
dad-14138	180	10	we	we	PRON
dad-14138	180	11	have	have	AUX
dad-14138	180	12	set	set	VERB
dad-14138	180	13	the	the	DET
dad-14138	180	14	threshold	threshold	NOUN
dad-14138	180	15	at	at	ADP
dad-14138	180	16	0.8	0.8	NUM
dad-14138	180	17	,	,	PUNCT
dad-14138	180	18	consistent	consistent	ADJ
dad-14138	180	19	with	with	ADP
dad-14138	180	20	commonly	commonly	ADV
dad-14138	180	21	used	use	VERB
dad-14138	180	22	standards	standard	NOUN
dad-14138	180	23	in	in	ADP
dad-14138	180	24	popular	popular	ADJ
dad-14138	180	25	rag	rag	NOUN
dad-14138	180	26	system	system	NOUN
dad-14138	180	27	frameworks	framework	NOUN
dad-14138	180	28	like	like	ADP
dad-14138	180	29	llamaindex	llamaindex	NOUN
dad-14138	180	30	.	.	PUNCT
dad-14138	181	1	this	this	DET
dad-14138	181	2	choice	choice	NOUN
dad-14138	181	3	is	be	AUX
dad-14138	181	4	further	far	ADV
dad-14138	181	5	validated	validate	VERB
dad-14138	181	6	by	by	ADP
dad-14138	181	7	our	our	PRON
dad-14138	181	8	analysis	analysis	NOUN
dad-14138	181	9	of	of	ADP
dad-14138	181	10	question	question	NOUN
dad-14138	181	11	and	and	CCONJ
dad-14138	181	12	answer	answer	NOUN
dad-14138	181	13	pairs	pair	NOUN
dad-14138	181	14	collected	collect	VERB
dad-14138	181	15	from	from	ADP
dad-14138	181	16	the	the	DET
dad-14138	181	17	user	user	NOUN
dad-14138	181	18	experiment	experiment	NOUN
dad-14138	181	19	.	.	PUNCT
dad-14138	182	1	the	the	DET
dad-14138	182	2	details	detail	NOUN
dad-14138	182	3	are	be	AUX
dad-14138	182	4	available	available	ADJ
dad-14138	182	5	in	in	ADP
dad-14138	182	6	appendix	appendix	PROPN
dad-14138	182	7	d.	d.	PROPN
dad-14138	182	8	2	2	NUM
dad-14138	182	9	.	.	PUNCT
dad-14138	182	10	final	final	ADJ
dad-14138	182	11	retrieval	retrieval	NOUN
dad-14138	182	12	score	score	NOUN
dad-14138	182	13	:	:	PUNCT
dad-14138	182	14	our	our	PRON
dad-14138	182	15	proposed	propose	VERB
dad-14138	182	16	method	method	NOUN
dad-14138	182	17	distinguishes	distinguish	VERB
dad-14138	182	18	itself	itself	PRON
dad-14138	182	19	from	from	ADP
dad-14138	182	20	previous	previous	ADJ
dad-14138	182	21	works	work	NOUN
dad-14138	182	22	by	by	ADP
dad-14138	182	23	integrating	integrate	VERB
dad-14138	182	24	importance	importance	NOUN
dad-14138	182	25	into	into	ADP
dad-14138	182	26	the	the	DET
dad-14138	182	27	retrieval	retrieval	NOUN
dad-14138	182	28	process	process	NOUN
dad-14138	182	29	.	.	PUNCT
dad-14138	183	1	the	the	DET
dad-14138	183	2	final	final	ADJ
dad-14138	183	3	retrieval	retrieval	NOUN
dad-14138	183	4	score	score	NOUN
dad-14138	183	5	is	be	AUX
dad-14138	183	6	computed	compute	VERB
dad-14138	183	7	using	use	VERB
dad-14138	183	8	a	a	DET
dad-14138	183	9	formula	formula	NOUN
dad-14138	183	10	as	as	SCONJ
dad-14138	183	11	follows	follow	VERB
dad-14138	183	12	:	:	PUNCT
dad-14138	183	13	score	score	NOUN
dad-14138	183	14	=	=	PUNCT
dad-14138	183	15	cos	cos	PROPN
dad-14138	183	16	.	.	PROPN
dad-14138	183	17	sim	sim	NOUN
dad-14138	183	18	.	.	PUNCT
dad-14138	184	1	+	+	CCONJ
dad-14138	184	2	α	α	NOUN
dad-14138	184	3	·	·	PUNCT
dad-14138	184	4	importance	importance	NOUN
dad-14138	184	5	(	(	PUNCT
dad-14138	184	6	5	5	NUM
dad-14138	184	7	)	)	PUNCT
dad-14138	184	8	since	since	SCONJ
dad-14138	184	9	cosine	cosine	NOUN
dad-14138	184	10	similarity	similarity	NOUN
dad-14138	184	11	values	value	NOUN
dad-14138	184	12	are	be	AUX
dad-14138	184	13	distributed	distribute	VERB
dad-14138	184	14	between	between	ADP
dad-14138	184	15	0.8	0.8	NUM
dad-14138	184	16	and	and	CCONJ
dad-14138	184	17	0.9	0.9	NUM
dad-14138	184	18	due	due	ADP
dad-14138	184	19	to	to	ADP
dad-14138	184	20	our	our	PRON
dad-14138	184	21	threshold	threshold	NOUN
dad-14138	184	22	(	(	PUNCT
dad-14138	184	23	a	a	DET
dad-14138	184	24	range	range	NOUN
dad-14138	184	25	of	of	ADP
dad-14138	184	26	0.1	0.1	NUM
dad-14138	184	27	)	)	PUNCT
dad-14138	184	28	,	,	PUNCT
dad-14138	184	29	while	while	SCONJ
dad-14138	184	30	importance	importance	NOUN
dad-14138	184	31	scores	score	NOUN
dad-14138	184	32	range	range	VERB
dad-14138	184	33	from	from	ADP
dad-14138	184	34	0	0	NUM
dad-14138	184	35	to	to	ADP
dad-14138	184	36	1	1	NUM
dad-14138	184	37	,	,	PUNCT
dad-14138	184	38	we	we	PRON
dad-14138	184	39	set	set	VERB
dad-14138	184	40	α	α	NOUN
dad-14138	184	41	=	=	NOUN
dad-14138	184	42	0.1	0.1	NUM
dad-14138	184	43	to	to	PART
dad-14138	184	44	approximately	approximately	ADV
dad-14138	184	45	normalize	normalize	VERB
dad-14138	184	46	their	their	PRON
dad-14138	184	47	influence	influence	NOUN
dad-14138	184	48	in	in	ADP
dad-14138	184	49	the	the	DET
dad-14138	184	50	final	final	ADJ
dad-14138	184	51	score	score	NOUN
dad-14138	184	52	.	.	PUNCT
dad-14138	185	1	this	this	DET
dad-14138	185	2	choice	choice	NOUN
dad-14138	185	3	does	do	AUX
dad-14138	185	4	not	not	PART
dad-14138	185	5	assume	assume	VERB
dad-14138	185	6	that	that	SCONJ
dad-14138	185	7	cosine	cosine	NOUN
dad-14138	185	8	similarity	similarity	NOUN
dad-14138	185	9	and	and	CCONJ
dad-14138	185	10	importance	importance	NOUN
dad-14138	185	11	are	be	AUX
dad-14138	185	12	inherently	inherently	ADV
dad-14138	185	13	of	of	ADP
dad-14138	185	14	equal	equal	ADJ
dad-14138	185	15	weight	weight	NOUN
dad-14138	185	16	;	;	PUNCT
dad-14138	185	17	rather	rather	ADV
dad-14138	185	18	,	,	PUNCT
dad-14138	185	19	it	it	PRON
dad-14138	185	20	heuristically	heuristically	ADV
dad-14138	185	21	balances	balance	VERB
dad-14138	185	22	the	the	DET
dad-14138	185	23	two	two	NUM
dad-14138	185	24	terms	term	NOUN
dad-14138	185	25	given	give	VERB
dad-14138	185	26	their	their	PRON
dad-14138	185	27	different	different	ADJ
dad-14138	185	28	scales	scale	NOUN
dad-14138	185	29	.	.	PUNCT
dad-14138	186	1	we	we	PRON
dad-14138	186	2	acknowledge	acknowledge	VERB
dad-14138	186	3	that	that	SCONJ
dad-14138	186	4	α	α	PRON
dad-14138	186	5	is	be	AUX
dad-14138	186	6	a	a	DET
dad-14138	186	7	tunable	tunable	ADJ
dad-14138	186	8	hyperparameter	hyperparameter	NOUN
dad-14138	186	9	,	,	PUNCT
dad-14138	186	10	and	and	CCONJ
dad-14138	186	11	further	further	ADJ
dad-14138	186	12	empirical	empirical	ADJ
dad-14138	186	13	tuning	tuning	NOUN
dad-14138	186	14	—	—	PUNCT
dad-14138	186	15	e.g.	e.g.	ADV
dad-14138	186	16	,	,	PUNCT
dad-14138	186	17	via	via	ADP
dad-14138	186	18	ablation	ablation	NOUN
dad-14138	186	19	or	or	CCONJ
dad-14138	186	20	grid	grid	NOUN
dad-14138	186	21	search	search	NOUN
dad-14138	186	22	—	—	PUNCT
dad-14138	186	23	could	could	AUX
dad-14138	186	24	yield	yield	VERB
dad-14138	186	25	better	well	ADJ
dad-14138	186	26	retrieval	retrieval	NOUN
dad-14138	186	27	performance	performance	NOUN
dad-14138	186	28	.	.	PUNCT
dad-14138	187	1	this	this	PRON
dad-14138	187	2	remains	remain	VERB
dad-14138	187	3	an	an	DET
dad-14138	187	4	area	area	NOUN
dad-14138	187	5	for	for	ADP
dad-14138	187	6	future	future	ADJ
dad-14138	187	7	exploration	exploration	NOUN
dad-14138	187	8	.	.	PUNCT
dad-14138	188	1	83	83	NUM
dad-14138	188	2	ryuichi	ryuichi	PROPN
dad-14138	188	3	sumida	sumida	PROPN
dad-14138	188	4	,	,	PUNCT
dad-14138	188	5	inoue	inoue	PROPN
dad-14138	188	6	and	and	CCONJ
dad-14138	188	7	kawahara	kawahara	NOUN
dad-14138	188	8	you	you	PRON
dad-14138	188	9	will	will	AUX
dad-14138	188	10	be	be	AUX
dad-14138	188	11	provided	provide	VERB
dad-14138	188	12	with	with	ADP
dad-14138	188	13	3	3	NUM
dad-14138	188	14	pieces	piece	NOUN
dad-14138	188	15	of	of	ADP
dad-14138	188	16	information	information	NOUN
dad-14138	188	17	:	:	PUNCT
dad-14138	188	18	1	1	X
dad-14138	188	19	.	.	X
dad-14138	188	20	key	key	ADJ
dad-14138	188	21	summary	summary	NOUN
dad-14138	188	22	:	:	PUNCT
dad-14138	188	23	a	a	DET
dad-14138	188	24	summary	summary	NOUN
dad-14138	188	25	of	of	ADP
dad-14138	188	26	past	past	ADJ
dad-14138	188	27	conversations	conversation	NOUN
dad-14138	188	28	.	.	PUNCT
dad-14138	189	1	2	2	X
dad-14138	189	2	.	.	X
dad-14138	189	3	recent	recent	ADJ
dad-14138	189	4	utterances	utterance	NOUN
dad-14138	189	5	:	:	PUNCT
dad-14138	189	6	the	the	DET
dad-14138	189	7	latest	late	ADJ
dad-14138	189	8	exchanges	exchange	NOUN
dad-14138	189	9	between	between	ADP
dad-14138	189	10	you	you	PRON
dad-14138	189	11	and	and	CCONJ
dad-14138	189	12	the	the	DET
dad-14138	189	13	user	user	NOUN
dad-14138	189	14	.	.	PUNCT
dad-14138	190	1	3	3	X
dad-14138	190	2	.	.	X
dad-14138	190	3	relevant	relevant	ADJ
dad-14138	190	4	memory	memory	NOUN
dad-14138	190	5	:	:	PUNCT
dad-14138	190	6	the	the	DET
dad-14138	190	7	memory	memory	NOUN
dad-14138	190	8	most	most	ADV
dad-14138	190	9	pertinent	pertinent	ADJ
dad-14138	190	10	to	to	ADP
dad-14138	190	11	the	the	DET
dad-14138	190	12	current	current	ADJ
dad-14138	190	13	conversation	conversation	NOUN
dad-14138	190	14	.	.	PUNCT
dad-14138	191	1	using	use	VERB
dad-14138	191	2	these	these	DET
dad-14138	191	3	details	detail	NOUN
dad-14138	191	4	,	,	PUNCT
dad-14138	191	5	you	you	PRON
dad-14138	191	6	are	be	AUX
dad-14138	191	7	tasked	task	VERB
dad-14138	191	8	with	with	ADP
dad-14138	191	9	generating	generate	VERB
dad-14138	191	10	an	an	DET
dad-14138	191	11	effective	effective	ADJ
dad-14138	191	12	response	response	NOUN
dad-14138	191	13	.	.	PUNCT
dad-14138	192	1	ensure	ensure	VERB
dad-14138	192	2	that	that	SCONJ
dad-14138	192	3	your	your	PRON
dad-14138	192	4	reply	reply	NOUN
dad-14138	192	5	maintains	maintain	VERB
dad-14138	192	6	a	a	DET
dad-14138	192	7	casual	casual	ADJ
dad-14138	192	8	tone	tone	NOUN
dad-14138	192	9	to	to	PART
dad-14138	192	10	mimic	mimic	VERB
dad-14138	192	11	a	a	DET
dad-14138	192	12	genuine	genuine	ADJ
dad-14138	192	13	interaction	interaction	NOUN
dad-14138	192	14	with	with	ADP
dad-14138	192	15	a	a	DET
dad-14138	192	16	friend	friend	NOUN
dad-14138	192	17	.	.	PUNCT
dad-14138	193	1	here	here	ADV
dad-14138	193	2	’s	’	VERB
dad-14138	193	3	the	the	DET
dad-14138	193	4	information	information	NOUN
dad-14138	193	5	:	:	PUNCT
dad-14138	193	6	key	key	ADJ
dad-14138	193	7	summary	summary	NOUN
dad-14138	193	8	of	of	ADP
dad-14138	193	9	past	past	ADJ
dad-14138	193	10	conversations	conversation	NOUN
dad-14138	193	11	:	:	PUNCT
dad-14138	193	12	{	{	PUNCT
dad-14138	193	13	key_summary	key_summary	ADJ
dad-14138	193	14	}	}	PUNCT
dad-14138	193	15	recent	recent	ADJ
dad-14138	193	16	utterances	utterance	NOUN
dad-14138	193	17	:	:	PUNCT
dad-14138	193	18	{	{	PUNCT
dad-14138	193	19	recent_utterances	recent_utterance	NOUN
dad-14138	193	20	}	}	PUNCT
dad-14138	193	21	memory	memory	NOUN
dad-14138	193	22	relevant	relevant	ADJ
dad-14138	193	23	to	to	ADP
dad-14138	193	24	current	current	ADJ
dad-14138	193	25	conversation	conversation	NOUN
dad-14138	193	26	:	:	PUNCT
dad-14138	193	27	{	{	PUNCT
dad-14138	193	28	related_memory	related_memory	ADJ
dad-14138	193	29	}	}	PUNCT
dad-14138	193	30	figure	figure	NOUN
dad-14138	193	31	4	4	NUM
dad-14138	193	32	:	:	PUNCT
dad-14138	193	33	prompt	prompt	ADJ
dad-14138	193	34	for	for	ADP
dad-14138	193	35	generating	generate	VERB
dad-14138	193	36	chatbot	chatbot	NOUN
dad-14138	193	37	responses	response	NOUN
dad-14138	193	38	.	.	PUNCT
dad-14138	194	1	figure	figure	VERB
dad-14138	194	2	5	5	NUM
dad-14138	194	3	:	:	PUNCT
dad-14138	194	4	overview	overview	NOUN
dad-14138	194	5	of	of	ADP
dad-14138	194	6	the	the	DET
dad-14138	194	7	forgetting	forget	VERB
dad-14138	194	8	process	process	NOUN
dad-14138	194	9	.	.	PUNCT
dad-14138	195	1	after	after	SCONJ
dad-14138	195	2	a	a	DET
dad-14138	195	3	conversation	conversation	NOUN
dad-14138	195	4	ends	end	VERB
dad-14138	195	5	,	,	PUNCT
dad-14138	195	6	memories	memory	NOUN
dad-14138	195	7	are	be	AUX
dad-14138	195	8	ranked	rank	VERB
dad-14138	195	9	by	by	ADP
dad-14138	195	10	computed	compute	VERB
dad-14138	195	11	importance	importance	NOUN
dad-14138	195	12	,	,	PUNCT
dad-14138	195	13	and	and	CCONJ
dad-14138	195	14	only	only	ADV
dad-14138	195	15	the	the	DET
dad-14138	195	16	top	top	ADJ
dad-14138	195	17	10	10	NUM
dad-14138	195	18	%	%	NOUN
dad-14138	195	19	are	be	AUX
dad-14138	195	20	retained	retain	VERB
dad-14138	195	21	.	.	PUNCT
dad-14138	196	1	4.1.2	4.1.2	NUM
dad-14138	196	2	information	information	NOUN
dad-14138	196	3	provided	provide	VERB
dad-14138	196	4	to	to	ADP
dad-14138	196	5	the	the	DET
dad-14138	196	6	llm	llm	NOUN
dad-14138	196	7	for	for	ADP
dad-14138	196	8	response	response	NOUN
dad-14138	196	9	generation	generation	NOUN
dad-14138	196	10	the	the	DET
dad-14138	196	11	llm	llm	NOUN
dad-14138	196	12	is	be	AUX
dad-14138	196	13	provided	provide	VERB
dad-14138	196	14	with	with	ADP
dad-14138	196	15	three	three	NUM
dad-14138	196	16	key	key	ADJ
dad-14138	196	17	pieces	piece	NOUN
dad-14138	196	18	of	of	ADP
dad-14138	196	19	information	information	NOUN
dad-14138	196	20	to	to	PART
dad-14138	196	21	generate	generate	VERB
dad-14138	196	22	responses	response	NOUN
dad-14138	196	23	:	:	PUNCT
dad-14138	196	24	a	a	DET
dad-14138	196	25	summary	summary	NOUN
dad-14138	196	26	of	of	ADP
dad-14138	196	27	past	past	ADJ
dad-14138	196	28	conversations	conversation	NOUN
dad-14138	196	29	,	,	PUNCT
dad-14138	196	30	the	the	DET
dad-14138	196	31	context	context	NOUN
dad-14138	196	32	(	(	PUNCT
dad-14138	196	33	recent	recent	ADJ
dad-14138	196	34	five	five	NUM
dad-14138	196	35	utterances	utterance	NOUN
dad-14138	196	36	)	)	PUNCT
dad-14138	196	37	,	,	PUNCT
dad-14138	196	38	and	and	CCONJ
dad-14138	196	39	memory	memory	NOUN
dad-14138	196	40	relevant	relevant	ADJ
dad-14138	196	41	to	to	ADP
dad-14138	196	42	the	the	DET
dad-14138	196	43	current	current	ADJ
dad-14138	196	44	context	context	NOUN
dad-14138	196	45	.	.	PUNCT
dad-14138	197	1	the	the	DET
dad-14138	197	2	prompt	prompt	NOUN
dad-14138	197	3	given	give	VERB
dad-14138	197	4	to	to	ADP
dad-14138	197	5	the	the	DET
dad-14138	197	6	llm	llm	PROPN
dad-14138	197	7	to	to	PART
dad-14138	197	8	generate	generate	VERB
dad-14138	197	9	a	a	DET
dad-14138	197	10	response	response	NOUN
dad-14138	197	11	is	be	AUX
dad-14138	197	12	shown	show	VERB
dad-14138	197	13	in	in	ADP
dad-14138	197	14	figure	figure	NOUN
dad-14138	197	15	4	4	NUM
dad-14138	197	16	.	.	X
dad-14138	197	17	84	84	NUM
dad-14138	197	18	enhancing	enhance	VERB
dad-14138	197	19	long	long	ADJ
dad-14138	197	20	-	-	PUNCT
dad-14138	197	21	term	term	NOUN
dad-14138	197	22	rag	rag	NOUN
dad-14138	197	23	chatbots	chatbot	NOUN
dad-14138	197	24	with	with	ADP
dad-14138	197	25	psychological	psychological	ADJ
dad-14138	197	26	models	model	NOUN
dad-14138	197	27	4.2	4.2	NUM
dad-14138	197	28	forgetting	forgetting	NOUN
dad-14138	197	29	process	process	NOUN
dad-14138	197	30	as	as	SCONJ
dad-14138	197	31	depicted	depict	VERB
dad-14138	197	32	in	in	ADP
dad-14138	197	33	figure	figure	NOUN
dad-14138	197	34	5	5	NUM
dad-14138	197	35	,	,	PUNCT
dad-14138	197	36	the	the	DET
dad-14138	197	37	forgetting	forget	VERB
dad-14138	197	38	process	process	NOUN
dad-14138	197	39	is	be	AUX
dad-14138	197	40	executed	execute	VERB
dad-14138	197	41	in	in	ADP
dad-14138	197	42	two	two	NUM
dad-14138	197	43	steps	step	NOUN
dad-14138	197	44	:	:	PUNCT
dad-14138	197	45	ranking	rank	VERB
dad-14138	197	46	the	the	DET
dad-14138	197	47	memories	memory	NOUN
dad-14138	197	48	according	accord	VERB
dad-14138	197	49	to	to	ADP
dad-14138	197	50	importance	importance	NOUN
dad-14138	197	51	,	,	PUNCT
dad-14138	197	52	and	and	CCONJ
dad-14138	197	53	retaining	retain	VERB
dad-14138	197	54	the	the	DET
dad-14138	197	55	top	top	ADJ
dad-14138	197	56	10	10	NUM
dad-14138	197	57	%	%	NOUN
dad-14138	197	58	important	important	ADJ
dad-14138	197	59	memories	memory	NOUN
dad-14138	197	60	.	.	PUNCT
dad-14138	198	1	the	the	DET
dad-14138	198	2	forgetting	forget	VERB
dad-14138	198	3	process	process	NOUN
dad-14138	198	4	is	be	AUX
dad-14138	198	5	executed	execute	VERB
dad-14138	198	6	only	only	ADV
dad-14138	198	7	after	after	SCONJ
dad-14138	198	8	the	the	DET
dad-14138	198	9	user	user	NOUN
dad-14138	198	10	finishes	finish	VERB
dad-14138	198	11	a	a	DET
dad-14138	198	12	conversation	conversation	NOUN
dad-14138	198	13	,	,	PUNCT
dad-14138	198	14	ensuring	ensure	VERB
dad-14138	198	15	that	that	SCONJ
dad-14138	198	16	memory	memory	NOUN
dad-14138	198	17	importance	importance	NOUN
dad-14138	198	18	—	—	PUNCT
dad-14138	198	19	calculated	calculate	VERB
dad-14138	198	20	using	use	VERB
dad-14138	198	21	retrieval	retrieval	NOUN
dad-14138	198	22	frequency	frequency	NOUN
dad-14138	198	23	and	and	CCONJ
dad-14138	198	24	other	other	ADJ
dad-14138	198	25	dynamic	dynamic	ADJ
dad-14138	198	26	metrics	metric	NOUN
dad-14138	198	27	—	—	PUNCT
dad-14138	198	28	reflects	reflect	VERB
dad-14138	198	29	the	the	DET
dad-14138	198	30	full	full	ADJ
dad-14138	198	31	interaction	interaction	NOUN
dad-14138	198	32	.	.	PUNCT
dad-14138	199	1	retention	retention	NOUN
dad-14138	199	2	rate	rate	NOUN
dad-14138	199	3	as	as	SCONJ
dad-14138	199	4	shown	show	VERB
dad-14138	199	5	in	in	ADP
dad-14138	199	6	table	table	NOUN
dad-14138	199	7	3	3	NUM
dad-14138	199	8	,	,	PUNCT
dad-14138	199	9	memorybank	memorybank	NOUN
dad-14138	199	10	and	and	CCONJ
dad-14138	199	11	lufy	lufy	NOUN
dad-14138	199	12	remembered	remember	VERB
dad-14138	199	13	a	a	DET
dad-14138	199	14	very	very	ADV
dad-14138	199	15	small	small	ADJ
dad-14138	199	16	portion	portion	NOUN
dad-14138	199	17	,	,	PUNCT
dad-14138	199	18	mostly	mostly	ADV
dad-14138	199	19	less	less	ADJ
dad-14138	199	20	than	than	ADP
dad-14138	199	21	10	10	NUM
dad-14138	199	22	%	%	NOUN
dad-14138	199	23	of	of	ADP
dad-14138	199	24	the	the	DET
dad-14138	199	25	conversations	conversation	NOUN
dad-14138	199	26	.	.	PUNCT
dad-14138	200	1	here	here	ADV
dad-14138	200	2	,	,	PUNCT
dad-14138	200	3	each	each	DET
dad-14138	200	4	session	session	NOUN
dad-14138	200	5	refers	refer	VERB
dad-14138	200	6	to	to	ADP
dad-14138	200	7	a	a	DET
dad-14138	200	8	30	30	NUM
dad-14138	200	9	-	-	PUNCT
dad-14138	200	10	minute	minute	NOUN
dad-14138	200	11	conversation	conversation	NOUN
dad-14138	200	12	between	between	ADP
dad-14138	200	13	a	a	DET
dad-14138	200	14	human	human	ADJ
dad-14138	200	15	participant	participant	NOUN
dad-14138	200	16	and	and	CCONJ
dad-14138	200	17	the	the	DET
dad-14138	200	18	chatbot	chatbot	NOUN
dad-14138	200	19	,	,	PUNCT
dad-14138	200	20	as	as	SCONJ
dad-14138	200	21	described	describe	VERB
dad-14138	200	22	in	in	ADP
dad-14138	200	23	section	section	NOUN
dad-14138	200	24	5	5	NUM
dad-14138	200	25	(	(	PUNCT
dad-14138	200	26	see	see	VERB
dad-14138	200	27	section	section	NOUN
dad-14138	200	28	5.1.1	5.1.1	NOUN
dad-14138	200	29	for	for	ADP
dad-14138	200	30	details	detail	NOUN
dad-14138	200	31	)	)	PUNCT
dad-14138	200	32	.	.	PUNCT
dad-14138	201	1	due	due	ADP
dad-14138	201	2	to	to	ADP
dad-14138	201	3	the	the	DET
dad-14138	201	4	discrete	discrete	ADJ
dad-14138	201	5	nature	nature	NOUN
dad-14138	201	6	of	of	ADP
dad-14138	201	7	memory	memory	NOUN
dad-14138	201	8	chunks	chunk	NOUN
dad-14138	201	9	(	(	PUNCT
dad-14138	201	10	i.e.	i.e.	X
dad-14138	201	11	,	,	PUNCT
dad-14138	201	12	both	both	CCONJ
dad-14138	201	13	the	the	DET
dad-14138	201	14	total	total	ADJ
dad-14138	201	15	number	number	NOUN
dad-14138	201	16	of	of	ADP
dad-14138	201	17	memories	memory	NOUN
dad-14138	201	18	and	and	CCONJ
dad-14138	201	19	the	the	DET
dad-14138	201	20	number	number	NOUN
dad-14138	201	21	of	of	ADP
dad-14138	201	22	deleted	delete	VERB
dad-14138	201	23	items	item	NOUN
dad-14138	201	24	are	be	AUX
dad-14138	201	25	whole	whole	ADJ
dad-14138	201	26	numbers	number	NOUN
dad-14138	201	27	)	)	PUNCT
dad-14138	201	28	,	,	PUNCT
dad-14138	201	29	the	the	DET
dad-14138	201	30	fraction	fraction	NOUN
dad-14138	201	31	of	of	ADP
dad-14138	201	32	retained	retain	VERB
dad-14138	201	33	memories	memory	NOUN
dad-14138	201	34	is	be	AUX
dad-14138	201	35	not	not	PART
dad-14138	201	36	always	always	ADV
dad-14138	201	37	exactly	exactly	ADV
dad-14138	201	38	10	10	NUM
dad-14138	201	39	%	%	NOUN
dad-14138	201	40	,	,	PUNCT
dad-14138	201	41	though	though	SCONJ
dad-14138	201	42	it	it	PRON
dad-14138	201	43	remains	remain	VERB
dad-14138	201	44	consistently	consistently	ADV
dad-14138	201	45	close	close	ADJ
dad-14138	201	46	.	.	PUNCT
dad-14138	202	1	for	for	ADP
dad-14138	202	2	instance	instance	NOUN
dad-14138	202	3	,	,	PUNCT
dad-14138	202	4	if	if	SCONJ
dad-14138	202	5	there	there	PRON
dad-14138	202	6	are	be	VERB
dad-14138	202	7	14	14	NUM
dad-14138	202	8	memories	memory	NOUN
dad-14138	202	9	and	and	CCONJ
dad-14138	202	10	10	10	NUM
dad-14138	202	11	%	%	NOUN
dad-14138	202	12	corresponds	correspond	VERB
dad-14138	202	13	to	to	ADP
dad-14138	202	14	1.4	1.4	NUM
dad-14138	202	15	items	item	NOUN
dad-14138	202	16	,	,	PUNCT
dad-14138	202	17	we	we	PRON
dad-14138	202	18	must	must	AUX
dad-14138	202	19	round	round	VERB
dad-14138	202	20	to	to	ADP
dad-14138	202	21	the	the	DET
dad-14138	202	22	nearest	near	ADJ
dad-14138	202	23	whole	whole	ADJ
dad-14138	202	24	number	number	NOUN
dad-14138	202	25	—	—	PUNCT
dad-14138	202	26	e.g.	e.g.	ADV
dad-14138	202	27	,	,	PUNCT
dad-14138	202	28	retaining	retain	VERB
dad-14138	202	29	only	only	ADV
dad-14138	202	30	1	1	NUM
dad-14138	202	31	item	item	NOUN
dad-14138	202	32	.	.	PUNCT
dad-14138	203	1	in	in	ADP
dad-14138	203	2	this	this	DET
dad-14138	203	3	case	case	NOUN
dad-14138	203	4	,	,	PUNCT
dad-14138	203	5	1	1	NUM
dad-14138	203	6	out	out	ADP
dad-14138	203	7	of	of	ADP
dad-14138	203	8	14	14	NUM
dad-14138	203	9	yields	yield	NOUN
dad-14138	203	10	approximately	approximately	ADV
dad-14138	203	11	7.1	7.1	NUM
dad-14138	203	12	%	%	NOUN
dad-14138	203	13	,	,	PUNCT
dad-14138	203	14	which	which	PRON
dad-14138	203	15	is	be	AUX
dad-14138	203	16	slightly	slightly	ADV
dad-14138	203	17	lower	low	ADJ
dad-14138	203	18	than	than	ADP
dad-14138	203	19	the	the	DET
dad-14138	203	20	intended	intend	VERB
dad-14138	203	21	10	10	NUM
dad-14138	203	22	%	%	NOUN
dad-14138	203	23	.	.	PUNCT
dad-14138	204	1	system	system	NOUN
dad-14138	204	2	s1	s1	PROPN
dad-14138	204	3	s2	s2	PROPN
dad-14138	204	4	s3	s3	PROPN
dad-14138	204	5	s4	s4	PROPN
dad-14138	204	6	number	number	NOUN
dad-14138	204	7	of	of	ADP
dad-14138	204	8	retained	retain	VERB
dad-14138	204	9	memories	memory	NOUN
dad-14138	204	10	naive	naive	ADJ
dad-14138	204	11	rag	rag	NOUN
dad-14138	204	12	28.5	28.5	NUM
dad-14138	204	13	63.2	63.2	NUM
dad-14138	204	14	97.9	97.9	NUM
dad-14138	204	15	131.2	131.2	NUM
dad-14138	204	16	memorybank	memorybank	NOUN
dad-14138	204	17	2.8	2.8	NUM
dad-14138	204	18	6.4	6.4	NUM
dad-14138	204	19	9.8	9.8	NUM
dad-14138	204	20	13.5	13.5	NUM
dad-14138	204	21	lufy	lufy	NOUN
dad-14138	204	22	2.8	2.8	NUM
dad-14138	204	23	6.1	6.1	NUM
dad-14138	204	24	9.7	9.7	NUM
dad-14138	204	25	12.8	12.8	NUM
dad-14138	204	26	retention	retention	NOUN
dad-14138	204	27	rate	rate	NOUN
dad-14138	204	28	(	(	PUNCT
dad-14138	204	29	%	%	INTJ
dad-14138	204	30	)	)	PUNCT
dad-14138	204	31	naive	naive	ADJ
dad-14138	204	32	rag	rag	NOUN
dad-14138	204	33	100	100	NUM
dad-14138	204	34	100	100	NUM
dad-14138	204	35	100	100	NUM
dad-14138	204	36	100	100	NUM
dad-14138	204	37	memorybank	memorybank	NOUN
dad-14138	204	38	9.90	9.90	NUM
dad-14138	204	39	9.88	9.88	NUM
dad-14138	204	40	9.91	9.91	NUM
dad-14138	204	41	9.99	9.99	NUM
dad-14138	204	42	lufy	lufy	NOUN
dad-14138	204	43	9.90	9.90	NUM
dad-14138	204	44	9.88	9.88	NUM
dad-14138	204	45	9.93	9.93	NUM
dad-14138	204	46	10.07	10.07	NUM
dad-14138	204	47	table	table	NOUN
dad-14138	204	48	3	3	NUM
dad-14138	204	49	:	:	PUNCT
dad-14138	204	50	comparison	comparison	NOUN
dad-14138	204	51	of	of	ADP
dad-14138	204	52	memory	memory	NOUN
dad-14138	204	53	retention	retention	NOUN
dad-14138	204	54	for	for	ADP
dad-14138	204	55	naive	naive	ADJ
dad-14138	204	56	rag	rag	NOUN
dad-14138	204	57	,	,	PUNCT
dad-14138	204	58	memorybank	memorybank	NOUN
dad-14138	204	59	,	,	PUNCT
dad-14138	204	60	and	and	CCONJ
dad-14138	204	61	lufy	lufy	NOUN
dad-14138	204	62	across	across	ADP
dad-14138	204	63	four	four	NUM
dad-14138	204	64	sessions	session	NOUN
dad-14138	204	65	.	.	PUNCT
dad-14138	205	1	the	the	DET
dad-14138	205	2	table	table	NOUN
dad-14138	205	3	shows	show	VERB
dad-14138	205	4	the	the	DET
dad-14138	205	5	cumulative	cumulative	ADJ
dad-14138	205	6	number	number	NOUN
dad-14138	205	7	of	of	ADP
dad-14138	205	8	memories	memory	NOUN
dad-14138	205	9	retained	retain	VERB
dad-14138	205	10	(	(	PUNCT
dad-14138	205	11	top	top	NOUN
dad-14138	205	12	)	)	PUNCT
dad-14138	205	13	and	and	CCONJ
dad-14138	205	14	the	the	DET
dad-14138	205	15	corresponding	correspond	VERB
dad-14138	205	16	retention	retention	NOUN
dad-14138	205	17	rate	rate	NOUN
dad-14138	205	18	in	in	ADP
dad-14138	205	19	percent	percent	NOUN
dad-14138	205	20	(	(	PUNCT
dad-14138	205	21	bottom	bottom	NOUN
dad-14138	205	22	)	)	PUNCT
dad-14138	205	23	.	.	PUNCT
dad-14138	206	1	system	system	NOUN
dad-14138	206	2	forgetting	forget	VERB
dad-14138	206	3	?	?	PUNCT
dad-14138	207	1	retrieval	retrieval	NOUN
dad-14138	207	2	method	method	NOUN
dad-14138	207	3	naive	naive	ADJ
dad-14138	207	4	rag	rag	NOUN
dad-14138	207	5	×	×	PROPN
dad-14138	207	6	cos	cos	PROPN
dad-14138	207	7	.	.	PROPN
dad-14138	207	8	sim	sim	PROPN
dad-14138	207	9	.	.	PUNCT
dad-14138	208	1	memorybank	memorybank	PROPN
dad-14138	208	2	(	(	PUNCT
dad-14138	208	3	zhong	zhong	PROPN
dad-14138	208	4	et	et	PROPN
dad-14138	208	5	al	al	PROPN
dad-14138	208	6	.	.	PROPN
dad-14138	208	7	,	,	PUNCT
dad-14138	208	8	2024	2024	NUM
dad-14138	208	9	)	)	PUNCT
dad-14138	208	10	✓	✓	PROPN
dad-14138	208	11	cos	cos	PROPN
dad-14138	208	12	.	.	PROPN
dad-14138	208	13	sim	sim	PROPN
dad-14138	208	14	.	.	PUNCT
dad-14138	209	1	lufy	lufy	NOUN
dad-14138	209	2	✓	✓	PROPN
dad-14138	209	3	cos	cos	PROPN
dad-14138	209	4	.	.	PROPN
dad-14138	209	5	sim	sim	NOUN
dad-14138	209	6	.	.	PUNCT
dad-14138	210	1	+	+	CCONJ
dad-14138	210	2	importance	importance	NOUN
dad-14138	210	3	table	table	NOUN
dad-14138	210	4	4	4	NUM
dad-14138	210	5	:	:	PUNCT
dad-14138	210	6	comparison	comparison	NOUN
dad-14138	210	7	of	of	ADP
dad-14138	210	8	systems	system	NOUN
dad-14138	210	9	in	in	ADP
dad-14138	210	10	terms	term	NOUN
dad-14138	210	11	of	of	ADP
dad-14138	210	12	forgetting	forget	VERB
dad-14138	210	13	and	and	CCONJ
dad-14138	210	14	retrieval	retrieval	NOUN
dad-14138	210	15	methods	method	NOUN
dad-14138	210	16	.	.	PUNCT
dad-14138	211	1	naive	naive	ADJ
dad-14138	211	2	rag	rag	NOUN
dad-14138	211	3	:	:	PUNCT
dad-14138	211	4	a	a	DET
dad-14138	211	5	conventional	conventional	ADJ
dad-14138	211	6	rag	rag	NOUN
dad-14138	211	7	chatbot	chatbot	NOUN
dad-14138	211	8	model	model	NOUN
dad-14138	211	9	that	that	PRON
dad-14138	211	10	exhibits	exhibit	VERB
dad-14138	211	11	no	no	DET
dad-14138	211	12	forgetting	forgetting	NOUN
dad-14138	211	13	,	,	PUNCT
dad-14138	211	14	memorybank	memorybank	NOUN
dad-14138	211	15	:	:	PUNCT
dad-14138	211	16	the	the	DET
dad-14138	211	17	model	model	NOUN
dad-14138	211	18	from	from	ADP
dad-14138	211	19	previous	previous	ADJ
dad-14138	211	20	work	work	NOUN
dad-14138	211	21	(	(	PUNCT
dad-14138	211	22	zhong	zhong	PROPN
dad-14138	211	23	et	et	PROPN
dad-14138	211	24	al	al	PROPN
dad-14138	211	25	.	.	PROPN
dad-14138	211	26	,	,	PUNCT
dad-14138	211	27	2024	2024	NUM
dad-14138	211	28	)	)	PUNCT
dad-14138	211	29	,	,	PUNCT
dad-14138	211	30	and	and	CCONJ
dad-14138	211	31	lufy	lufy	ADV
dad-14138	211	32	:	:	PUNCT
dad-14138	211	33	our	our	PRON
dad-14138	211	34	proposed	propose	VERB
dad-14138	211	35	model	model	NOUN
dad-14138	211	36	.	.	PUNCT
dad-14138	211	37	85	85	NUM
dad-14138	212	1	ryuichi	ryuichi	PROPN
dad-14138	212	2	sumida	sumida	PROPN
dad-14138	212	3	,	,	PUNCT
dad-14138	212	4	inoue	inoue	PROPN
dad-14138	212	5	and	and	CCONJ
dad-14138	212	6	kawahara	kawahara	PROPN
dad-14138	212	7	5	5	NUM
dad-14138	212	8	.	.	PUNCT
dad-14138	212	9	user	user	NOUN
dad-14138	212	10	experiment	experiment	NOUN
dad-14138	212	11	we	we	PRON
dad-14138	212	12	compared	compare	VERB
dad-14138	212	13	three	three	NUM
dad-14138	212	14	different	different	ADJ
dad-14138	212	15	rag	rag	NOUN
dad-14138	212	16	chatbots	chatbot	NOUN
dad-14138	212	17	:	:	PUNCT
dad-14138	212	18	naive	naive	ADJ
dad-14138	212	19	rag	rag	NOUN
dad-14138	212	20	,	,	PUNCT
dad-14138	212	21	memorybank	memorybank	NOUN
dad-14138	212	22	,	,	PUNCT
dad-14138	212	23	and	and	CCONJ
dad-14138	212	24	lufy	lufy	NOUN
dad-14138	212	25	.	.	PUNCT
dad-14138	213	1	naive	naive	ADJ
dad-14138	213	2	rag	rag	NOUN
dad-14138	213	3	stores	store	NOUN
dad-14138	213	4	all	all	DET
dad-14138	213	5	memories	memory	NOUN
dad-14138	213	6	,	,	PUNCT
dad-14138	213	7	while	while	SCONJ
dad-14138	213	8	memorybank	memorybank	PROPN
dad-14138	213	9	and	and	CCONJ
dad-14138	213	10	lufy	lufy	NOUN
dad-14138	213	11	are	be	AUX
dad-14138	213	12	equipped	equip	VERB
dad-14138	213	13	with	with	ADP
dad-14138	213	14	a	a	DET
dad-14138	213	15	forgetting	forget	VERB
dad-14138	213	16	mechanism	mechanism	NOUN
dad-14138	213	17	that	that	PRON
dad-14138	213	18	retains	retain	VERB
dad-14138	213	19	only	only	ADV
dad-14138	213	20	10	10	NUM
dad-14138	213	21	%	%	NOUN
dad-14138	213	22	of	of	ADP
dad-14138	213	23	memories	memory	NOUN
dad-14138	213	24	.	.	PUNCT
dad-14138	214	1	memorybank	memorybank	PROPN
dad-14138	214	2	assesses	assess	VERB
dad-14138	214	3	the	the	DET
dad-14138	214	4	importance	importance	NOUN
dad-14138	214	5	of	of	ADP
dad-14138	214	6	a	a	DET
dad-14138	214	7	memory	memory	NOUN
dad-14138	214	8	based	base	VERB
dad-14138	214	9	solely	solely	ADV
dad-14138	214	10	on	on	ADP
dad-14138	214	11	retrieval	retrieval	NOUN
dad-14138	214	12	counts	count	NOUN
dad-14138	214	13	,	,	PUNCT
dad-14138	214	14	whereas	whereas	SCONJ
dad-14138	214	15	lufy	lufy	NOUN
dad-14138	214	16	evaluates	evaluate	VERB
dad-14138	214	17	memory	memory	NOUN
dad-14138	214	18	importance	importance	NOUN
dad-14138	214	19	using	use	VERB
dad-14138	214	20	six	six	NUM
dad-14138	214	21	memory	memory	NOUN
dad-14138	214	22	-	-	PUNCT
dad-14138	214	23	related	relate	VERB
dad-14138	214	24	metrics	metric	NOUN
dad-14138	214	25	,	,	PUNCT
dad-14138	214	26	as	as	SCONJ
dad-14138	214	27	depicted	depict	VERB
dad-14138	214	28	in	in	ADP
dad-14138	214	29	figure	figure	NOUN
dad-14138	214	30	2	2	NUM
dad-14138	214	31	.	.	PUNCT
dad-14138	214	32	additionally	additionally	ADV
dad-14138	214	33	,	,	PUNCT
dad-14138	214	34	although	although	SCONJ
dad-14138	214	35	both	both	DET
dad-14138	214	36	naive	naive	ADJ
dad-14138	214	37	rag	rag	NOUN
dad-14138	214	38	and	and	CCONJ
dad-14138	214	39	memorybank	memorybank	NOUN
dad-14138	214	40	use	use	PROPN
dad-14138	214	41	cosine	cosine	NOUN
dad-14138	214	42	similarity	similarity	NOUN
dad-14138	214	43	only	only	ADV
dad-14138	214	44	to	to	PART
dad-14138	214	45	assess	assess	VERB
dad-14138	214	46	the	the	DET
dad-14138	214	47	relevance	relevance	NOUN
dad-14138	214	48	of	of	ADP
dad-14138	214	49	a	a	DET
dad-14138	214	50	memory	memory	NOUN
dad-14138	214	51	to	to	ADP
dad-14138	214	52	current	current	ADJ
dad-14138	214	53	conversations	conversation	NOUN
dad-14138	214	54	,	,	PUNCT
dad-14138	214	55	lufy	lufy	NOUN
dad-14138	214	56	also	also	ADV
dad-14138	214	57	considers	consider	VERB
dad-14138	214	58	importance	importance	NOUN
dad-14138	214	59	in	in	ADP
dad-14138	214	60	this	this	DET
dad-14138	214	61	assessment	assessment	NOUN
dad-14138	214	62	.	.	PUNCT
dad-14138	215	1	the	the	DET
dad-14138	215	2	differences	difference	NOUN
dad-14138	215	3	between	between	ADP
dad-14138	215	4	the	the	DET
dad-14138	215	5	three	three	NUM
dad-14138	215	6	systems	system	NOUN
dad-14138	215	7	are	be	AUX
dad-14138	215	8	summarized	summarize	VERB
dad-14138	215	9	in	in	ADP
dad-14138	215	10	table	table	NOUN
dad-14138	215	11	4	4	NUM
dad-14138	215	12	.	.	PUNCT
dad-14138	216	1	for	for	ADP
dad-14138	216	2	an	an	DET
dad-14138	216	3	illustrative	illustrative	ADJ
dad-14138	216	4	scenario	scenario	NOUN
dad-14138	216	5	highlighting	highlight	VERB
dad-14138	216	6	how	how	SCONJ
dad-14138	216	7	naive	naive	ADJ
dad-14138	216	8	rag	rag	NOUN
dad-14138	216	9	,	,	PUNCT
dad-14138	216	10	memorybank	memorybank	NOUN
dad-14138	216	11	,	,	PUNCT
dad-14138	216	12	and	and	CCONJ
dad-14138	216	13	lufy	lufy	NOUN
dad-14138	216	14	differ	differ	VERB
dad-14138	216	15	in	in	ADP
dad-14138	216	16	memory	memory	NOUN
dad-14138	216	17	retention	retention	NOUN
dad-14138	216	18	and	and	CCONJ
dad-14138	216	19	retrieval	retrieval	NOUN
dad-14138	216	20	behavior	behavior	NOUN
dad-14138	216	21	,	,	PUNCT
dad-14138	216	22	see	see	VERB
dad-14138	216	23	appendix	appendix	NOUN
dad-14138	216	24	g.	g.	VERB
dad-14138	217	1	our	our	PRON
dad-14138	217	2	study	study	NOUN
dad-14138	217	3	involved	involve	VERB
dad-14138	217	4	extended	extended	ADJ
dad-14138	217	5	multi	multi	ADJ
dad-14138	217	6	-	-	ADJ
dad-14138	217	7	day	day	NOUN
dad-14138	217	8	interactions	interaction	NOUN
dad-14138	217	9	that	that	PRON
dad-14138	217	10	exceeded	exceed	VERB
dad-14138	217	11	the	the	DET
dad-14138	217	12	length	length	NOUN
dad-14138	217	13	of	of	ADP
dad-14138	217	14	prior	prior	ADJ
dad-14138	217	15	dialog	dialog	NOUN
dad-14138	217	16	benchmarks	benchmark	NOUN
dad-14138	217	17	(	(	PUNCT
dad-14138	217	18	xu	xu	INTJ
dad-14138	217	19	et	et	PROPN
dad-14138	217	20	al	al	PROPN
dad-14138	217	21	.	.	PROPN
dad-14138	217	22	,	,	PUNCT
dad-14138	217	23	2022	2022	NUM
dad-14138	217	24	)	)	PUNCT
dad-14138	217	25	,	,	PUNCT
dad-14138	217	26	as	as	SCONJ
dad-14138	217	27	shown	show	VERB
dad-14138	217	28	in	in	ADP
dad-14138	217	29	table	table	NOUN
dad-14138	217	30	1	1	NUM
dad-14138	217	31	.	.	PUNCT
dad-14138	217	32	5.1	5.1	NUM
dad-14138	217	33	procedure	procedure	NOUN
dad-14138	217	34	5.1.1	5.1.1	NOUN
dad-14138	217	35	interaction	interaction	NOUN
dad-14138	217	36	phase	phase	NOUN
dad-14138	217	37	seventeen	seventeen	NUM
dad-14138	217	38	participants	participant	NOUN
dad-14138	217	39	each	each	PRON
dad-14138	217	40	engaged	engage	VERB
dad-14138	217	41	in	in	ADP
dad-14138	217	42	ten	ten	NUM
dad-14138	217	43	30	30	NUM
dad-14138	217	44	-	-	PUNCT
dad-14138	217	45	minute	minute	NOUN
dad-14138	217	46	conversations	conversation	NOUN
dad-14138	217	47	(	(	PUNCT
dad-14138	217	48	hereafter	hereafter	ADV
dad-14138	217	49	referred	refer	VERB
dad-14138	217	50	to	to	ADP
dad-14138	217	51	as	as	ADP
dad-14138	217	52	“	"	PUNCT
dad-14138	217	53	sessions	session	NOUN
dad-14138	217	54	”	"	PUNCT
dad-14138	217	55	)	)	PUNCT
dad-14138	217	56	over	over	ADP
dad-14138	217	57	the	the	DET
dad-14138	217	58	course	course	NOUN
dad-14138	217	59	of	of	ADP
dad-14138	217	60	4	4	NUM
dad-14138	217	61	days	day	NOUN
dad-14138	217	62	.	.	PUNCT
dad-14138	218	1	on	on	ADP
dad-14138	218	2	day	day	NOUN
dad-14138	218	3	1	1	NUM
dad-14138	218	4	,	,	PUNCT
dad-14138	218	5	participants	participant	NOUN
dad-14138	218	6	interacted	interact	VERB
dad-14138	218	7	with	with	ADP
dad-14138	218	8	a	a	DET
dad-14138	218	9	naive	naive	ADJ
dad-14138	218	10	rag	rag	NOUN
dad-14138	218	11	chatbot	chatbot	NOUN
dad-14138	218	12	—	—	PUNCT
dad-14138	218	13	a	a	DET
dad-14138	218	14	standard	standard	ADJ
dad-14138	218	15	rag	rag	NOUN
dad-14138	218	16	chatbot	chatbot	NOUN
dad-14138	218	17	that	that	PRON
dad-14138	218	18	uses	use	VERB
dad-14138	218	19	cosine	cosine	NOUN
dad-14138	218	20	similarity	similarity	NOUN
dad-14138	218	21	to	to	PART
dad-14138	218	22	retrieve	retrieve	VERB
dad-14138	218	23	relevant	relevant	ADJ
dad-14138	218	24	documents	document	NOUN
dad-14138	218	25	based	base	VERB
dad-14138	218	26	on	on	ADP
dad-14138	218	27	query	query	NOUN
dad-14138	218	28	embeddings	embedding	NOUN
dad-14138	218	29	and	and	CCONJ
dad-14138	218	30	has	have	VERB
dad-14138	218	31	no	no	DET
dad-14138	218	32	forgetting	forget	VERB
dad-14138	218	33	process	process	NOUN
dad-14138	218	34	.	.	PUNCT
dad-14138	219	1	the	the	DET
dad-14138	219	2	three	three	NUM
dad-14138	219	3	chatbots	chatbot	NOUN
dad-14138	219	4	—	—	PUNCT
dad-14138	219	5	naive	naive	ADJ
dad-14138	219	6	rag	rag	NOUN
dad-14138	219	7	,	,	PUNCT
dad-14138	219	8	memorybank	memorybank	NOUN
dad-14138	219	9	,	,	PUNCT
dad-14138	219	10	and	and	CCONJ
dad-14138	219	11	lufy	lufy	PROPN
dad-14138	219	12	—	—	PUNCT
dad-14138	219	13	were	be	AUX
dad-14138	219	14	all	all	PRON
dad-14138	219	15	equipped	equip	VERB
dad-14138	219	16	with	with	ADP
dad-14138	219	17	identical	identical	ADJ
dad-14138	219	18	memories	memory	NOUN
dad-14138	219	19	for	for	ADP
dad-14138	219	20	this	this	DET
dad-14138	219	21	first	first	ADJ
dad-14138	219	22	session	session	NOUN
dad-14138	219	23	,	,	PUNCT
dad-14138	219	24	although	although	SCONJ
dad-14138	219	25	the	the	DET
dad-14138	219	26	memories	memory	NOUN
dad-14138	219	27	underwent	undergo	VERB
dad-14138	219	28	different	different	ADJ
dad-14138	219	29	forgetting	forget	VERB
dad-14138	219	30	mechanisms	mechanism	NOUN
dad-14138	219	31	.	.	PUNCT
dad-14138	220	1	from	from	ADP
dad-14138	220	2	day	day	NOUN
dad-14138	220	3	2	2	NUM
dad-14138	220	4	to	to	ADP
dad-14138	220	5	day	day	NOUN
dad-14138	220	6	4	4	NUM
dad-14138	220	7	,	,	PUNCT
dad-14138	220	8	participants	participant	NOUN
dad-14138	220	9	interacted	interact	VERB
dad-14138	220	10	with	with	ADP
dad-14138	220	11	all	all	DET
dad-14138	220	12	three	three	NUM
dad-14138	220	13	chatbots	chatbot	NOUN
dad-14138	220	14	for	for	ADP
dad-14138	220	15	30	30	NUM
dad-14138	220	16	minutes	minute	NOUN
dad-14138	220	17	each	each	PRON
dad-14138	220	18	,	,	PUNCT
dad-14138	220	19	in	in	ADP
dad-14138	220	20	a	a	DET
dad-14138	220	21	randomized	randomized	ADJ
dad-14138	220	22	order	order	NOUN
dad-14138	220	23	,	,	PUNCT
dad-14138	220	24	to	to	PART
dad-14138	220	25	control	control	VERB
dad-14138	220	26	for	for	ADP
dad-14138	220	27	ordering	ordering	NOUN
dad-14138	220	28	effects	effect	NOUN
dad-14138	220	29	.	.	PUNCT
dad-14138	221	1	in	in	ADP
dad-14138	221	2	total	total	NOUN
dad-14138	221	3	,	,	PUNCT
dad-14138	221	4	there	there	PRON
dad-14138	221	5	were	be	VERB
dad-14138	221	6	four	four	NUM
dad-14138	221	7	sessions	session	NOUN
dad-14138	221	8	for	for	ADP
dad-14138	221	9	each	each	DET
dad-14138	221	10	chatbot	chatbot	NOUN
dad-14138	221	11	.	.	PUNCT
dad-14138	222	1	however	however	ADV
dad-14138	222	2	,	,	PUNCT
dad-14138	222	3	because	because	SCONJ
dad-14138	222	4	the	the	DET
dad-14138	222	5	first	first	ADJ
dad-14138	222	6	session	session	NOUN
dad-14138	222	7	(	(	PUNCT
dad-14138	222	8	day	day	NOUN
dad-14138	222	9	1	1	NUM
dad-14138	222	10	)	)	PUNCT
dad-14138	222	11	was	be	AUX
dad-14138	222	12	identical	identical	ADJ
dad-14138	222	13	for	for	ADP
dad-14138	222	14	all	all	DET
dad-14138	222	15	three	three	NUM
dad-14138	222	16	chatbots	chatbot	NOUN
dad-14138	222	17	,	,	PUNCT
dad-14138	222	18	participants	participant	NOUN
dad-14138	222	19	engaged	engage	VERB
dad-14138	222	20	in	in	ADP
dad-14138	222	21	a	a	DET
dad-14138	222	22	total	total	NOUN
dad-14138	222	23	of	of	ADP
dad-14138	222	24	10	10	NUM
dad-14138	222	25	sessions	session	NOUN
dad-14138	222	26	(	(	PUNCT
dad-14138	222	27	1	1	NUM
dad-14138	222	28	+	+	NUM
dad-14138	222	29	3×	3×	NUM
dad-14138	222	30	3	3	NUM
dad-14138	222	31	)	)	PUNCT
dad-14138	222	32	.	.	PUNCT
dad-14138	223	1	the	the	DET
dad-14138	223	2	day-1	day-1	NUM
dad-14138	223	3	chatbot	chatbot	NOUN
dad-14138	223	4	was	be	AUX
dad-14138	223	5	intentionally	intentionally	ADV
dad-14138	223	6	presented	present	VERB
dad-14138	223	7	without	without	ADP
dad-14138	223	8	a	a	DET
dad-14138	223	9	name	name	NOUN
dad-14138	223	10	.	.	PUNCT
dad-14138	224	1	participants	participant	NOUN
dad-14138	224	2	were	be	AUX
dad-14138	224	3	told	tell	VERB
dad-14138	224	4	only	only	ADV
dad-14138	224	5	that	that	SCONJ
dad-14138	224	6	they	they	PRON
dad-14138	224	7	would	would	AUX
dad-14138	224	8	have	have	VERB
dad-14138	224	9	a	a	DET
dad-14138	224	10	30	30	NUM
dad-14138	224	11	-	-	PUNCT
dad-14138	224	12	minute	minute	NOUN
dad-14138	224	13	conversation	conversation	NOUN
dad-14138	224	14	with	with	ADP
dad-14138	224	15	“	"	PUNCT
dad-14138	224	16	a	a	DET
dad-14138	224	17	chatbot	chatbot	NOUN
dad-14138	224	18	,	,	PUNCT
dad-14138	224	19	”	"	PUNCT
dad-14138	224	20	without	without	ADP
dad-14138	224	21	any	any	DET
dad-14138	224	22	persona	persona	NOUN
dad-14138	224	23	label	label	NOUN
dad-14138	224	24	or	or	CCONJ
dad-14138	224	25	identifying	identify	VERB
dad-14138	224	26	information	information	NOUN
dad-14138	224	27	.	.	PUNCT
dad-14138	225	1	this	this	PRON
dad-14138	225	2	ensured	ensure	VERB
dad-14138	225	3	that	that	SCONJ
dad-14138	225	4	they	they	PRON
dad-14138	225	5	understood	understand	VERB
dad-14138	225	6	they	they	PRON
dad-14138	225	7	were	be	AUX
dad-14138	225	8	interacting	interact	VERB
dad-14138	225	9	with	with	ADP
dad-14138	225	10	a	a	DET
dad-14138	225	11	single	single	ADJ
dad-14138	225	12	,	,	PUNCT
dad-14138	225	13	unnamed	unnamed	ADJ
dad-14138	225	14	system	system	NOUN
dad-14138	225	15	on	on	ADP
dad-14138	225	16	day	day	NOUN
dad-14138	225	17	1	1	NUM
dad-14138	225	18	,	,	PUNCT
dad-14138	225	19	rather	rather	ADV
dad-14138	225	20	than	than	ADP
dad-14138	225	21	three	three	NUM
dad-14138	225	22	separate	separate	ADJ
dad-14138	225	23	bots	bot	NOUN
dad-14138	225	24	.	.	PUNCT
dad-14138	226	1	beginning	begin	VERB
dad-14138	226	2	on	on	ADP
dad-14138	226	3	day	day	NOUN
dad-14138	226	4	2	2	NUM
dad-14138	226	5	,	,	PUNCT
dad-14138	226	6	each	each	PRON
dad-14138	226	7	of	of	ADP
dad-14138	226	8	the	the	DET
dad-14138	226	9	three	three	NUM
dad-14138	226	10	chatbots	chatbot	NOUN
dad-14138	226	11	was	be	AUX
dad-14138	226	12	assigned	assign	VERB
dad-14138	226	13	a	a	DET
dad-14138	226	14	distinct	distinct	ADJ
dad-14138	226	15	name	name	NOUN
dad-14138	226	16	,	,	PUNCT
dad-14138	226	17	and	and	CCONJ
dad-14138	226	18	participants	participant	NOUN
dad-14138	226	19	were	be	AUX
dad-14138	226	20	explicitly	explicitly	ADV
dad-14138	226	21	shown	show	VERB
dad-14138	226	22	which	which	PRON
dad-14138	226	23	named	name	VERB
dad-14138	226	24	bot	bot	NOUN
dad-14138	226	25	they	they	PRON
dad-14138	226	26	were	be	AUX
dad-14138	226	27	interacting	interact	VERB
dad-14138	226	28	with	with	ADP
dad-14138	226	29	in	in	ADP
dad-14138	226	30	each	each	DET
dad-14138	226	31	session	session	NOUN
dad-14138	226	32	.	.	PUNCT
dad-14138	227	1	at	at	ADP
dad-14138	227	2	the	the	DET
dad-14138	227	3	start	start	NOUN
dad-14138	227	4	of	of	ADP
dad-14138	227	5	day	day	NOUN
dad-14138	227	6	2	2	NUM
dad-14138	227	7	,	,	PUNCT
dad-14138	227	8	participants	participant	NOUN
dad-14138	227	9	were	be	AUX
dad-14138	227	10	explicitly	explicitly	ADV
dad-14138	227	11	informed	inform	VERB
dad-14138	227	12	that	that	SCONJ
dad-14138	227	13	all	all	DET
dad-14138	227	14	three	three	NUM
dad-14138	227	15	named	name	VERB
dad-14138	227	16	chatbots	chatbot	NOUN
dad-14138	227	17	had	have	VERB
dad-14138	227	18	access	access	NOUN
dad-14138	227	19	to	to	ADP
dad-14138	227	20	the	the	DET
dad-14138	227	21	same	same	ADJ
dad-14138	227	22	day-1	day-1	NUM
dad-14138	227	23	conversation	conversation	NOUN
dad-14138	227	24	history	history	NOUN
dad-14138	227	25	.	.	PUNCT
dad-14138	228	1	they	they	PRON
dad-14138	228	2	were	be	AUX
dad-14138	228	3	also	also	ADV
dad-14138	228	4	told	tell	VERB
dad-14138	228	5	that	that	SCONJ
dad-14138	228	6	the	the	DET
dad-14138	228	7	systems	system	NOUN
dad-14138	228	8	used	use	VERB
dad-14138	228	9	different	different	ADJ
dad-14138	228	10	underlying	underlying	ADJ
dad-14138	228	11	mechanisms	mechanism	NOUN
dad-14138	228	12	,	,	PUNCT
dad-14138	228	13	though	though	SCONJ
dad-14138	228	14	the	the	DET
dad-14138	228	15	specific	specific	ADJ
dad-14138	228	16	nature	nature	NOUN
dad-14138	228	17	of	of	ADP
dad-14138	228	18	these	these	DET
dad-14138	228	19	differences	difference	NOUN
dad-14138	228	20	was	be	AUX
dad-14138	228	21	not	not	PART
dad-14138	228	22	disclosed	disclose	VERB
dad-14138	228	23	.	.	PUNCT
dad-14138	229	1	this	this	DET
dad-14138	229	2	design	design	NOUN
dad-14138	229	3	made	make	VERB
dad-14138	229	4	the	the	DET
dad-14138	229	5	three	three	NUM
dad-14138	229	6	systems	system	NOUN
dad-14138	229	7	clearly	clearly	ADV
dad-14138	229	8	distinguishable	distinguishable	ADJ
dad-14138	229	9	from	from	ADP
dad-14138	229	10	day	day	NOUN
dad-14138	229	11	2	2	NUM
dad-14138	229	12	onward	onward	ADV
dad-14138	229	13	while	while	SCONJ
dad-14138	229	14	maintaining	maintain	VERB
dad-14138	229	15	a	a	DET
dad-14138	229	16	neutral	neutral	ADJ
dad-14138	229	17	,	,	PUNCT
dad-14138	229	18	shared	share	VERB
dad-14138	229	19	starting	starting	NOUN
dad-14138	229	20	point	point	NOUN
dad-14138	229	21	on	on	ADP
dad-14138	229	22	day	day	NOUN
dad-14138	229	23	1	1	NUM
dad-14138	229	24	.	.	PUNCT
dad-14138	230	1	each	each	DET
dad-14138	230	2	chatbot	chatbot	NOUN
dad-14138	230	3	maintained	maintain	VERB
dad-14138	230	4	a	a	DET
dad-14138	230	5	consistent	consistent	ADJ
dad-14138	230	6	identity	identity	NOUN
dad-14138	230	7	across	across	ADP
dad-14138	230	8	its	its	PRON
dad-14138	230	9	four	four	NUM
dad-14138	230	10	sessions	session	NOUN
dad-14138	230	11	,	,	PUNCT
dad-14138	230	12	though	though	SCONJ
dad-14138	230	13	none	none	NOUN
dad-14138	230	14	disclosed	disclose	VERB
dad-14138	230	15	its	its	PRON
dad-14138	230	16	underlying	underlying	ADJ
dad-14138	230	17	memory	memory	NOUN
dad-14138	230	18	mechanism	mechanism	NOUN
dad-14138	230	19	.	.	PUNCT
dad-14138	231	1	participants	participant	NOUN
dad-14138	231	2	generally	generally	ADV
dad-14138	231	3	treated	treat	VERB
dad-14138	231	4	the	the	DET
dad-14138	231	5	three	three	NUM
dad-14138	231	6	systems	system	NOUN
dad-14138	231	7	as	as	ADP
dad-14138	231	8	separate	separate	ADJ
dad-14138	231	9	interlocutors	interlocutor	NOUN
dad-14138	231	10	,	,	PUNCT
dad-14138	231	11	aided	aid	VERB
dad-14138	231	12	by	by	ADP
dad-14138	231	13	their	their	PRON
dad-14138	231	14	distinct	distinct	ADJ
dad-14138	231	15	names	name	NOUN
dad-14138	231	16	and	and	CCONJ
dad-14138	231	17	the	the	DET
dad-14138	231	18	divergent	divergent	ADJ
dad-14138	231	19	conversational	conversational	ADJ
dad-14138	231	20	trajectories	trajectory	NOUN
dad-14138	231	21	that	that	PRON
dad-14138	231	22	naturally	naturally	ADV
dad-14138	231	23	emerged	emerge	VERB
dad-14138	231	24	with	with	ADP
dad-14138	231	25	each	each	DET
dad-14138	231	26	bot	bot	NOUN
dad-14138	231	27	.	.	PUNCT
dad-14138	232	1	on	on	ADP
dad-14138	232	2	occasions	occasion	NOUN
dad-14138	232	3	when	when	SCONJ
dad-14138	232	4	participants	participant	NOUN
dad-14138	232	5	were	be	AUX
dad-14138	232	6	unsure	unsure	ADJ
dad-14138	232	7	which	which	DET
dad-14138	232	8	bot	bot	NOUN
dad-14138	232	9	they	they	PRON
dad-14138	232	10	were	be	AUX
dad-14138	232	11	speaking	speak	VERB
dad-14138	232	12	with	with	ADP
dad-14138	232	13	—	—	PUNCT
dad-14138	232	14	particularly	particularly	ADV
dad-14138	232	15	when	when	SCONJ
dad-14138	232	16	several	several	ADJ
dad-14138	232	17	days	day	NOUN
dad-14138	232	18	(	(	PUNCT
dad-14138	232	19	and	and	CCONJ
dad-14138	232	20	in	in	ADP
dad-14138	232	21	a	a	DET
dad-14138	232	22	few	few	ADJ
dad-14138	232	23	cases	case	NOUN
dad-14138	232	24	more	more	ADJ
dad-14138	232	25	than	than	ADP
dad-14138	232	26	a	a	DET
dad-14138	232	27	week	week	NOUN
dad-14138	232	28	)	)	PUNCT
dad-14138	232	29	had	have	AUX
dad-14138	232	30	elapsed	elapse	VERB
dad-14138	232	31	between	between	ADP
dad-14138	232	32	sessions	session	NOUN
dad-14138	232	33	—	—	PUNCT
dad-14138	232	34	we	we	PRON
dad-14138	232	35	provided	provide	VERB
dad-14138	232	36	a	a	DET
dad-14138	232	37	brief	brief	ADJ
dad-14138	232	38	summary	summary	NOUN
dad-14138	232	39	of	of	ADP
dad-14138	232	40	their	their	PRON
dad-14138	232	41	past	past	ADJ
dad-14138	232	42	conversations	conversation	NOUN
dad-14138	232	43	with	with	ADP
dad-14138	232	44	that	that	DET
dad-14138	232	45	specific	specific	ADJ
dad-14138	232	46	bot	bot	NOUN
dad-14138	232	47	at	at	ADP
dad-14138	232	48	the	the	DET
dad-14138	232	49	start	start	NOUN
dad-14138	232	50	of	of	ADP
dad-14138	232	51	the	the	DET
dad-14138	232	52	session	session	NOUN
dad-14138	232	53	.	.	PUNCT
dad-14138	233	1	these	these	DET
dad-14138	233	2	summaries	summary	NOUN
dad-14138	233	3	served	serve	VERB
dad-14138	233	4	as	as	ADP
dad-14138	233	5	gentle	gentle	ADJ
dad-14138	233	6	reminders	reminder	NOUN
dad-14138	233	7	of	of	ADP
dad-14138	233	8	the	the	DET
dad-14138	233	9	bot	bot	NOUN
dad-14138	233	10	’s	’s	PART
dad-14138	233	11	prior	prior	ADJ
dad-14138	233	12	interactions	interaction	NOUN
dad-14138	233	13	and	and	CCONJ
dad-14138	233	14	identity	identity	NOUN
dad-14138	233	15	,	,	PUNCT
dad-14138	233	16	helping	help	VERB
dad-14138	233	17	participants	participant	NOUN
dad-14138	233	18	engage	engage	VERB
dad-14138	233	19	with	with	ADP
dad-14138	233	20	each	each	DET
dad-14138	233	21	system	system	NOUN
dad-14138	233	22	as	as	ADP
dad-14138	233	23	a	a	DET
dad-14138	233	24	distinct	distinct	ADJ
dad-14138	233	25	conversational	conversational	ADJ
dad-14138	233	26	partner	partner	NOUN
dad-14138	233	27	with	with	ADP
dad-14138	233	28	its	its	PRON
dad-14138	233	29	own	own	ADJ
dad-14138	233	30	history	history	NOUN
dad-14138	233	31	.	.	PUNCT
dad-14138	234	1	86	86	NUM
dad-14138	234	2	enhancing	enhance	VERB
dad-14138	234	3	long	long	ADJ
dad-14138	234	4	-	-	PUNCT
dad-14138	234	5	term	term	NOUN
dad-14138	234	6	rag	rag	NOUN
dad-14138	234	7	chatbots	chatbot	NOUN
dad-14138	234	8	with	with	ADP
dad-14138	234	9	psychological	psychological	ADJ
dad-14138	234	10	models	model	NOUN
dad-14138	234	11	5.1.2	5.1.2	NUM
dad-14138	234	12	post	post	ADJ
dad-14138	234	13	-	-	ADJ
dad-14138	234	14	interaction	interaction	NOUN
dad-14138	234	15	phase	phase	NOUN
dad-14138	234	16	after	after	ADP
dad-14138	234	17	each	each	DET
dad-14138	234	18	session	session	NOUN
dad-14138	234	19	,	,	PUNCT
dad-14138	234	20	the	the	DET
dad-14138	234	21	participants	participant	NOUN
dad-14138	234	22	were	be	AUX
dad-14138	234	23	asked	ask	VERB
dad-14138	234	24	to	to	PART
dad-14138	234	25	create	create	VERB
dad-14138	234	26	three	three	NUM
dad-14138	234	27	question	question	NOUN
dad-14138	234	28	-	-	PUNCT
dad-14138	234	29	and	and	CCONJ
dad-14138	234	30	-	-	PUNCT
dad-14138	234	31	answer	answer	NOUN
dad-14138	234	32	(	(	PUNCT
dad-14138	234	33	qa	qa	NOUN
dad-14138	234	34	)	)	PUNCT
dad-14138	234	35	pairs	pair	NOUN
dad-14138	234	36	about	about	ADP
dad-14138	234	37	the	the	DET
dad-14138	234	38	conversation	conversation	NOUN
dad-14138	234	39	they	they	PRON
dad-14138	234	40	had	have	AUX
dad-14138	234	41	just	just	ADV
dad-14138	234	42	had	have	VERB
dad-14138	234	43	.	.	PUNCT
dad-14138	235	1	these	these	DET
dad-14138	235	2	questions	question	NOUN
dad-14138	235	3	contained	contain	VERB
dad-14138	235	4	information	information	NOUN
dad-14138	235	5	that	that	SCONJ
dad-14138	235	6	the	the	DET
dad-14138	235	7	participants	participant	NOUN
dad-14138	235	8	wanted	want	VERB
dad-14138	235	9	the	the	DET
dad-14138	235	10	chatbot	chatbot	NOUN
dad-14138	235	11	to	to	PART
dad-14138	235	12	remember	remember	VERB
dad-14138	235	13	about	about	ADP
dad-14138	235	14	them	they	PRON
dad-14138	235	15	.	.	PUNCT
dad-14138	236	1	additionally	additionally	ADV
dad-14138	236	2	,	,	PUNCT
dad-14138	236	3	the	the	DET
dad-14138	236	4	questions	question	NOUN
dad-14138	236	5	were	be	AUX
dad-14138	236	6	designed	design	VERB
dad-14138	236	7	to	to	PART
dad-14138	236	8	be	be	AUX
dad-14138	236	9	clearly	clearly	ADV
dad-14138	236	10	judged	judge	VERB
dad-14138	236	11	on	on	ADP
dad-14138	236	12	a	a	DET
dad-14138	236	13	binary	binary	ADJ
dad-14138	236	14	scale	scale	NOUN
dad-14138	236	15	(	(	PUNCT
dad-14138	236	16	1	1	NUM
dad-14138	236	17	:	:	PUNCT
dad-14138	236	18	correct	correct	ADJ
dad-14138	236	19	,	,	PUNCT
dad-14138	236	20	0	0	NUM
dad-14138	236	21	:	:	PUNCT
dad-14138	236	22	incorrect	incorrect	ADJ
dad-14138	236	23	)	)	PUNCT
dad-14138	236	24	and	and	CCONJ
dad-14138	236	25	to	to	PART
dad-14138	236	26	ensure	ensure	VERB
dad-14138	236	27	that	that	SCONJ
dad-14138	236	28	the	the	DET
dad-14138	236	29	answers	answer	NOUN
dad-14138	236	30	would	would	AUX
dad-14138	236	31	remain	remain	VERB
dad-14138	236	32	consistent	consistent	ADJ
dad-14138	236	33	in	in	ADP
dad-14138	236	34	future	future	ADJ
dad-14138	236	35	interactions	interaction	NOUN
dad-14138	236	36	.	.	PUNCT
dad-14138	237	1	if	if	SCONJ
dad-14138	237	2	the	the	DET
dad-14138	237	3	participants	participant	NOUN
dad-14138	237	4	’	'	PUNCT
dad-14138	237	5	questions	question	NOUN
dad-14138	237	6	did	do	AUX
dad-14138	237	7	not	not	PART
dad-14138	237	8	meet	meet	VERB
dad-14138	237	9	this	this	DET
dad-14138	237	10	criterion	criterion	NOUN
dad-14138	237	11	,	,	PUNCT
dad-14138	237	12	they	they	PRON
dad-14138	237	13	were	be	AUX
dad-14138	237	14	asked	ask	VERB
dad-14138	237	15	to	to	PART
dad-14138	237	16	revise	revise	VERB
dad-14138	237	17	them	they	PRON
dad-14138	237	18	.	.	PUNCT
dad-14138	238	1	an	an	DET
dad-14138	238	2	example	example	NOUN
dad-14138	238	3	of	of	ADP
dad-14138	238	4	a	a	DET
dad-14138	238	5	question	question	NOUN
dad-14138	238	6	that	that	PRON
dad-14138	238	7	meets	meet	VERB
dad-14138	238	8	this	this	DET
dad-14138	238	9	criterion	criterion	NOUN
dad-14138	238	10	is	be	AUX
dad-14138	238	11	’	'	PUNCT
dad-14138	238	12	what	what	PRON
dad-14138	238	13	is	be	AUX
dad-14138	238	14	my	my	PRON
dad-14138	238	15	pet	pet	NOUN
dad-14138	238	16	’s	’s	PART
dad-14138	238	17	name	name	NOUN
dad-14138	238	18	?	?	PUNCT
dad-14138	238	19	’	'	PUNCT
dad-14138	239	1	5.2	5.2	NUM
dad-14138	239	2	lufy	lufy	ADV
dad-14138	239	3	-	-	PUNCT
dad-14138	239	4	dataset	dataset	VERB
dad-14138	239	5	we	we	PRON
dad-14138	239	6	developed	develop	VERB
dad-14138	239	7	a	a	DET
dad-14138	239	8	comprehensive	comprehensive	ADJ
dad-14138	239	9	dataset	dataset	NOUN
dad-14138	239	10	of	of	ADP
dad-14138	239	11	human	human	ADJ
dad-14138	239	12	-	-	PUNCT
dad-14138	239	13	chatbot	chatbot	NOUN
dad-14138	239	14	conversations	conversation	NOUN
dad-14138	239	15	along	along	ADP
dad-14138	239	16	with	with	ADP
dad-14138	239	17	annotations	annotation	NOUN
dad-14138	239	18	for	for	ADP
dad-14138	239	19	the	the	DET
dad-14138	239	20	important	important	ADJ
dad-14138	239	21	utterances	utterance	NOUN
dad-14138	239	22	,	,	PUNCT
dad-14138	239	23	which	which	PRON
dad-14138	239	24	we	we	PRON
dad-14138	239	25	refer	refer	VERB
dad-14138	239	26	to	to	ADP
dad-14138	239	27	as	as	ADP
dad-14138	239	28	the	the	DET
dad-14138	239	29	lufy	lufy	ADV
dad-14138	239	30	-	-	PUNCT
dad-14138	239	31	dataset	dataset	NOUN
dad-14138	239	32	.	.	PUNCT
dad-14138	240	1	similar	similar	ADJ
dad-14138	240	2	to	to	ADP
dad-14138	240	3	the	the	DET
dad-14138	240	4	annotation	annotation	NOUN
dad-14138	240	5	procedure	procedure	NOUN
dad-14138	240	6	described	describe	VERB
dad-14138	240	7	in	in	ADP
dad-14138	240	8	section	section	NOUN
dad-14138	240	9	3	3	NUM
dad-14138	240	10	,	,	PUNCT
dad-14138	240	11	at	at	ADV
dad-14138	240	12	least	least	ADV
dad-14138	240	13	three	three	NUM
dad-14138	240	14	annotators	annotator	NOUN
dad-14138	240	15	reviewed	review	VERB
dad-14138	240	16	and	and	CCONJ
dad-14138	240	17	labeled	label	VERB
dad-14138	240	18	the	the	DET
dad-14138	240	19	conversations	conversation	NOUN
dad-14138	240	20	from	from	ADP
dad-14138	240	21	the	the	DET
dad-14138	240	22	user	user	NOUN
dad-14138	240	23	experiment	experiment	NOUN
dad-14138	240	24	using	use	VERB
dad-14138	240	25	a	a	DET
dad-14138	240	26	binary	binary	ADJ
dad-14138	240	27	scale	scale	NOUN
dad-14138	240	28	:	:	PUNCT
dad-14138	240	29	1	1	NUM
dad-14138	240	30	for	for	ADP
dad-14138	240	31	”	"	PUNCT
dad-14138	240	32	important	important	ADJ
dad-14138	240	33	”	"	PUNCT
dad-14138	240	34	and	and	CCONJ
dad-14138	240	35	0	0	NUM
dad-14138	240	36	for	for	ADP
dad-14138	240	37	”	"	PUNCT
dad-14138	240	38	unimportant	unimportant	ADJ
dad-14138	240	39	.	.	PUNCT
dad-14138	240	40	”	"	PUNCT
dad-14138	241	1	the	the	DET
dad-14138	241	2	fleiss	fleiss	PROPN
dad-14138	241	3	’	'	PUNCT
dad-14138	241	4	kappa	kappa	ADJ
dad-14138	241	5	score	score	NOUN
dad-14138	241	6	for	for	ADP
dad-14138	241	7	inter	inter	ADJ
dad-14138	241	8	-	-	ADJ
dad-14138	241	9	annotator	annotator	ADJ
dad-14138	241	10	agreement	agreement	NOUN
dad-14138	241	11	was	be	AUX
dad-14138	241	12	0.35	0.35	NUM
dad-14138	241	13	,	,	PUNCT
dad-14138	241	14	indicating	indicate	VERB
dad-14138	241	15	fair	fair	ADJ
dad-14138	241	16	agreement	agreement	NOUN
dad-14138	241	17	.	.	PUNCT
dad-14138	242	1	in	in	ADP
dad-14138	242	2	addition	addition	NOUN
dad-14138	242	3	to	to	ADP
dad-14138	242	4	the	the	DET
dad-14138	242	5	annotation	annotation	NOUN
dad-14138	242	6	of	of	ADP
dad-14138	242	7	important	important	ADJ
dad-14138	242	8	memories	memory	NOUN
dad-14138	242	9	,	,	PUNCT
dad-14138	242	10	participants	participant	NOUN
dad-14138	242	11	created	create	VERB
dad-14138	242	12	three	three	NUM
dad-14138	242	13	qa	qa	NOUN
dad-14138	242	14	pairs	pair	NOUN
dad-14138	242	15	for	for	ADP
dad-14138	242	16	each	each	DET
dad-14138	242	17	conversation	conversation	NOUN
dad-14138	242	18	they	they	PRON
dad-14138	242	19	had	have	VERB
dad-14138	242	20	with	with	ADP
dad-14138	242	21	the	the	DET
dad-14138	242	22	chatbot	chatbot	NOUN
dad-14138	242	23	.	.	PUNCT
dad-14138	243	1	thus	thus	ADV
dad-14138	243	2	,	,	PUNCT
dad-14138	243	3	the	the	DET
dad-14138	243	4	qa	qa	PROPN
dad-14138	243	5	pairs	pair	NOUN
dad-14138	243	6	directly	directly	ADV
dad-14138	243	7	correspond	correspond	VERB
dad-14138	243	8	to	to	ADP
dad-14138	243	9	their	their	PRON
dad-14138	243	10	respective	respective	ADJ
dad-14138	243	11	conversations	conversation	NOUN
dad-14138	243	12	.	.	PUNCT
dad-14138	244	1	examples	example	NOUN
dad-14138	244	2	are	be	AUX
dad-14138	244	3	illustrated	illustrate	VERB
dad-14138	244	4	in	in	ADP
dad-14138	244	5	table	table	NOUN
dad-14138	244	6	5	5	NUM
dad-14138	244	7	and	and	CCONJ
dad-14138	244	8	6	6	NUM
dad-14138	244	9	.	.	X
dad-14138	245	1	for	for	ADP
dad-14138	245	2	the	the	DET
dad-14138	245	3	de	de	ADJ
dad-14138	245	4	-	-	NOUN
dad-14138	245	5	identification	identification	NOUN
dad-14138	245	6	process	process	NOUN
dad-14138	245	7	,	,	PUNCT
dad-14138	245	8	multiple	multiple	ADJ
dad-14138	245	9	reviewers	reviewer	NOUN
dad-14138	245	10	examined	examine	VERB
dad-14138	245	11	the	the	DET
dad-14138	245	12	conversations	conversation	NOUN
dad-14138	245	13	to	to	PART
dad-14138	245	14	ensure	ensure	VERB
dad-14138	245	15	that	that	SCONJ
dad-14138	245	16	all	all	DET
dad-14138	245	17	personally	personally	ADV
dad-14138	245	18	identifiable	identifiable	ADJ
dad-14138	245	19	information	information	NOUN
dad-14138	245	20	(	(	PUNCT
dad-14138	245	21	pii	pii	PROPN
dad-14138	245	22	)	)	PUNCT
dad-14138	245	23	was	be	AUX
dad-14138	245	24	removed	remove	VERB
dad-14138	245	25	or	or	CCONJ
dad-14138	245	26	modified	modify	VERB
dad-14138	245	27	.	.	PUNCT
dad-14138	246	1	removal	removal	NOUN
dad-14138	246	2	of	of	ADP
dad-14138	246	3	direct	direct	ADJ
dad-14138	246	4	identifiers	identifier	NOUN
dad-14138	246	5	this	this	PRON
dad-14138	246	6	involves	involve	VERB
dad-14138	246	7	eliminating	eliminate	VERB
dad-14138	246	8	information	information	NOUN
dad-14138	246	9	that	that	PRON
dad-14138	246	10	can	can	AUX
dad-14138	246	11	directly	directly	ADV
dad-14138	246	12	identify	identify	VERB
dad-14138	246	13	an	an	DET
dad-14138	246	14	individual	individual	NOUN
dad-14138	246	15	,	,	PUNCT
dad-14138	246	16	such	such	ADJ
dad-14138	246	17	as	as	ADP
dad-14138	246	18	names	name	NOUN
dad-14138	246	19	,	,	PUNCT
dad-14138	246	20	phone	phone	NOUN
dad-14138	246	21	numbers	number	NOUN
dad-14138	246	22	,	,	PUNCT
dad-14138	246	23	and	and	CCONJ
dad-14138	246	24	addresses	address	NOUN
dad-14138	246	25	.	.	PUNCT
dad-14138	247	1	generalization	generalization	NOUN
dad-14138	247	2	specific	specific	ADJ
dad-14138	247	3	data	datum	NOUN
dad-14138	247	4	points	point	NOUN
dad-14138	247	5	are	be	AUX
dad-14138	247	6	replaced	replace	VERB
dad-14138	247	7	with	with	ADP
dad-14138	247	8	broader	broad	ADJ
dad-14138	247	9	categories	category	NOUN
dad-14138	247	10	to	to	PART
dad-14138	247	11	balance	balance	VERB
dad-14138	247	12	privacy	privacy	NOUN
dad-14138	247	13	and	and	CCONJ
dad-14138	247	14	data	datum	NOUN
dad-14138	247	15	utility	utility	NOUN
dad-14138	247	16	.	.	PUNCT
dad-14138	248	1	for	for	ADP
dad-14138	248	2	instance	instance	NOUN
dad-14138	248	3	,	,	PUNCT
dad-14138	248	4	exact	exact	ADJ
dad-14138	248	5	ages	age	NOUN
dad-14138	248	6	might	might	AUX
dad-14138	248	7	be	be	AUX
dad-14138	248	8	replaced	replace	VERB
dad-14138	248	9	with	with	ADP
dad-14138	248	10	age	age	NOUN
dad-14138	248	11	ranges	range	NOUN
dad-14138	248	12	(	(	PUNCT
dad-14138	248	13	e.g.	e.g.	ADV
dad-14138	248	14	,	,	PUNCT
dad-14138	248	15	“	"	PUNCT
dad-14138	248	16	29	29	NUM
dad-14138	248	17	”	"	PUNCT
dad-14138	248	18	becomes	become	VERB
dad-14138	248	19	“	"	PUNCT
dad-14138	248	20	20–30	20–30	NUM
dad-14138	248	21	”	"	PUNCT
dad-14138	248	22	)	)	PUNCT
dad-14138	248	23	,	,	PUNCT
dad-14138	248	24	or	or	CCONJ
dad-14138	248	25	full	full	ADJ
dad-14138	248	26	dates	date	NOUN
dad-14138	248	27	(	(	PUNCT
dad-14138	248	28	e.g.	e.g.	ADV
dad-14138	248	29	,	,	PUNCT
dad-14138	248	30	“	"	PUNCT
dad-14138	248	31	april	april	PROPN
dad-14138	248	32	15	15	NUM
dad-14138	248	33	,	,	PUNCT
dad-14138	248	34	1995	1995	NUM
dad-14138	248	35	”	"	PUNCT
dad-14138	248	36	)	)	PUNCT
dad-14138	248	37	might	might	AUX
dad-14138	248	38	be	be	AUX
dad-14138	248	39	replaced	replace	VERB
dad-14138	248	40	with	with	ADP
dad-14138	248	41	just	just	ADV
dad-14138	248	42	the	the	DET
dad-14138	248	43	year	year	NOUN
dad-14138	248	44	(	(	PUNCT
dad-14138	248	45	“	"	PUNCT
dad-14138	248	46	1995	1995	NUM
dad-14138	248	47	”	"	PUNCT
dad-14138	248	48	)	)	PUNCT
dad-14138	248	49	.	.	PUNCT
dad-14138	249	1	this	this	DET
dad-14138	249	2	process	process	NOUN
dad-14138	249	3	helps	help	VERB
dad-14138	249	4	prevent	prevent	VERB
dad-14138	249	5	re	re	NOUN
dad-14138	249	6	-	-	NOUN
dad-14138	249	7	identification	identification	NOUN
dad-14138	249	8	,	,	PUNCT
dad-14138	249	9	especially	especially	ADV
dad-14138	249	10	when	when	SCONJ
dad-14138	249	11	combined	combine	VERB
dad-14138	249	12	with	with	ADP
dad-14138	249	13	other	other	ADJ
dad-14138	249	14	quasi	quasi	NOUN
dad-14138	249	15	-	-	NOUN
dad-14138	249	16	identifiers	identifier	NOUN
dad-14138	249	17	.	.	PUNCT
dad-14138	250	1	the	the	DET
dad-14138	250	2	extent	extent	NOUN
dad-14138	250	3	of	of	ADP
dad-14138	250	4	generalization	generalization	NOUN
dad-14138	250	5	depends	depend	VERB
dad-14138	250	6	on	on	ADP
dad-14138	250	7	the	the	DET
dad-14138	250	8	dataset	dataset	NOUN
dad-14138	250	9	’s	’s	PART
dad-14138	250	10	intended	intend	VERB
dad-14138	250	11	use	use	NOUN
dad-14138	250	12	.	.	PUNCT
dad-14138	251	1	for	for	ADP
dad-14138	251	2	datasets	dataset	NOUN
dad-14138	251	3	used	use	VERB
dad-14138	251	4	in	in	ADP
dad-14138	251	5	model	model	NOUN
dad-14138	251	6	training	training	NOUN
dad-14138	251	7	or	or	CCONJ
dad-14138	251	8	longitudinal	longitudinal	ADJ
dad-14138	251	9	analysis	analysis	NOUN
dad-14138	251	10	,	,	PUNCT
dad-14138	251	11	overly	overly	ADV
dad-14138	251	12	aggressive	aggressive	ADJ
dad-14138	251	13	generalization	generalization	NOUN
dad-14138	251	14	might	might	AUX
dad-14138	251	15	reduce	reduce	VERB
dad-14138	251	16	usefulness	usefulness	NOUN
dad-14138	251	17	.	.	PUNCT
dad-14138	252	1	in	in	ADP
dad-14138	252	2	contrast	contrast	NOUN
dad-14138	252	3	,	,	PUNCT
dad-14138	252	4	applications	application	NOUN
dad-14138	252	5	with	with	ADP
dad-14138	252	6	stricter	strict	ADJ
dad-14138	252	7	privacy	privacy	NOUN
dad-14138	252	8	requirements	requirement	NOUN
dad-14138	252	9	may	may	AUX
dad-14138	252	10	necessitate	necessitate	VERB
dad-14138	252	11	more	more	ADV
dad-14138	252	12	coarse	coarse	ADV
dad-14138	252	13	-	-	PUNCT
dad-14138	252	14	grained	grain	VERB
dad-14138	252	15	representations	representation	NOUN
dad-14138	252	16	.	.	PUNCT
dad-14138	253	1	in	in	ADP
dad-14138	253	2	our	our	PRON
dad-14138	253	3	case	case	NOUN
dad-14138	253	4	,	,	PUNCT
dad-14138	253	5	since	since	SCONJ
dad-14138	253	6	the	the	DET
dad-14138	253	7	goal	goal	NOUN
dad-14138	253	8	was	be	AUX
dad-14138	253	9	to	to	PART
dad-14138	253	10	release	release	VERB
dad-14138	253	11	a	a	DET
dad-14138	253	12	publicly	publicly	ADV
dad-14138	253	13	available	available	ADJ
dad-14138	253	14	benchmark	benchmark	NOUN
dad-14138	253	15	while	while	SCONJ
dad-14138	253	16	preserving	preserve	VERB
dad-14138	253	17	meaningful	meaningful	ADJ
dad-14138	253	18	conversational	conversational	ADJ
dad-14138	253	19	structure	structure	NOUN
dad-14138	253	20	and	and	CCONJ
dad-14138	253	21	user	user	NOUN
dad-14138	253	22	traits	trait	NOUN
dad-14138	253	23	,	,	PUNCT
dad-14138	253	24	we	we	PRON
dad-14138	253	25	opted	opt	VERB
dad-14138	253	26	for	for	ADP
dad-14138	253	27	moderate	moderate	ADJ
dad-14138	253	28	generalization	generalization	NOUN
dad-14138	253	29	,	,	PUNCT
dad-14138	253	30	preserving	preserve	VERB
dad-14138	253	31	categories	category	NOUN
dad-14138	253	32	like	like	ADP
dad-14138	253	33	profession	profession	NOUN
dad-14138	253	34	or	or	CCONJ
dad-14138	253	35	age	age	NOUN
dad-14138	253	36	range	range	NOUN
dad-14138	253	37	where	where	SCONJ
dad-14138	253	38	appropriate	appropriate	ADJ
dad-14138	253	39	.	.	PUNCT
dad-14138	254	1	important	important	ADJ
dad-14138	254	2	?	?	PUNCT
dad-14138	254	3	speaker	speaker	NOUN
dad-14138	254	4	utterance	utterance	VERB
dad-14138	254	5	0	0	NUM
dad-14138	254	6	user	user	NOUN
dad-14138	254	7	hey	hey	INTJ
dad-14138	254	8	,	,	PUNCT
dad-14138	254	9	how	how	SCONJ
dad-14138	254	10	are	be	AUX
dad-14138	254	11	you	you	PRON
dad-14138	254	12	today	today	NOUN
dad-14138	254	13	?	?	PUNCT
dad-14138	254	14	0	0	NUM
dad-14138	255	1	bot	bot	NOUN
dad-14138	255	2	i	i	PRON
dad-14138	255	3	’m	’m	AUX
dad-14138	255	4	doing	do	VERB
dad-14138	255	5	well	well	ADV
dad-14138	255	6	,	,	PUNCT
dad-14138	255	7	thanks	thank	NOUN
dad-14138	255	8	!	!	PUNCT
dad-14138	256	1	what	what	PRON
dad-14138	256	2	’s	’	VERB
dad-14138	256	3	up	up	ADV
dad-14138	256	4	?	?	PUNCT
dad-14138	257	1	1	1	NUM
dad-14138	257	2	user	user	NOUN
dad-14138	257	3	i	i	PRON
dad-14138	257	4	just	just	ADV
dad-14138	257	5	found	find	VERB
dad-14138	257	6	out	out	ADP
dad-14138	257	7	i	i	PRON
dad-14138	257	8	got	get	VERB
dad-14138	257	9	into	into	ADP
dad-14138	257	10	harvard	harvard	PROPN
dad-14138	257	11	!	!	PUNCT
dad-14138	257	12	0	0	NUM
dad-14138	258	1	bot	bot	NOUN
dad-14138	258	2	wow	wow	INTJ
dad-14138	258	3	,	,	PUNCT
dad-14138	258	4	congratulations	congratulation	NOUN
dad-14138	258	5	!	!	PUNCT
dad-14138	259	1	that	that	PRON
dad-14138	259	2	’s	’	VERB
dad-14138	259	3	amazing	amazing	ADJ
dad-14138	259	4	!	!	PUNCT
dad-14138	259	5	0	0	NUM
dad-14138	260	1	user	user	NOUN
dad-14138	260	2	thanks	thank	NOUN
dad-14138	260	3	,	,	PUNCT
dad-14138	260	4	i	i	PRON
dad-14138	260	5	’m	’m	AUX
dad-14138	260	6	still	still	ADV
dad-14138	260	7	processing	process	VERB
dad-14138	260	8	it	it	PRON
dad-14138	260	9	all	all	PRON
dad-14138	260	10	.	.	PUNCT
dad-14138	260	11	.	.	PUNCT
dad-14138	260	12	.	.	PUNCT
dad-14138	260	13	.	.	PUNCT
dad-14138	261	1	conversation	conversation	NOUN
dad-14138	261	2	continues	continue	VERB
dad-14138	261	3	.	.	PUNCT
dad-14138	261	4	.	.	PUNCT
dad-14138	261	5	.	.	PUNCT
dad-14138	262	1	table	table	NOUN
dad-14138	262	2	5	5	NUM
dad-14138	262	3	:	:	PUNCT
dad-14138	263	1	example	example	NOUN
dad-14138	263	2	conversation	conversation	NOUN
dad-14138	263	3	of	of	ADP
dad-14138	263	4	the	the	DET
dad-14138	263	5	lufy	lufy	ADV
dad-14138	263	6	-	-	PUNCT
dad-14138	263	7	dataset	dataset	VERB
dad-14138	263	8	87	87	NUM
dad-14138	263	9	ryuichi	ryuichi	PROPN
dad-14138	263	10	sumida	sumida	PROPN
dad-14138	263	11	,	,	PUNCT
dad-14138	263	12	inoue	inoue	PROPN
dad-14138	263	13	and	and	CCONJ
dad-14138	263	14	kawahara	kawahara	PROPN
dad-14138	263	15	q1	q1	PROPN
dad-14138	263	16	which	which	DET
dad-14138	263	17	university	university	NOUN
dad-14138	263	18	did	do	VERB
dad-14138	263	19	{	{	PUNCT
dad-14138	263	20	user	user	NOUN
dad-14138	263	21	}	}	PUNCT
dad-14138	263	22	get	get	AUX
dad-14138	263	23	accepted	accept	VERB
dad-14138	263	24	to	to	ADP
dad-14138	263	25	?	?	PUNCT
dad-14138	264	1	a1	a1	PROPN
dad-14138	264	2	harvard	harvard	PROPN
dad-14138	264	3	.	.	PUNCT
dad-14138	265	1	q2	q2	PROPN
dad-14138	265	2	what	what	PRON
dad-14138	265	3	is	be	AUX
dad-14138	265	4	{	{	PUNCT
dad-14138	265	5	user	user	NOUN
dad-14138	265	6	}	}	PUNCT
dad-14138	265	7	’s	’s	PART
dad-14138	265	8	favorite	favorite	ADJ
dad-14138	265	9	dog	dog	NOUN
dad-14138	265	10	breed	breed	NOUN
dad-14138	265	11	?	?	PUNCT
dad-14138	266	1	a2	a2	PROPN
dad-14138	266	2	white	white	PROPN
dad-14138	266	3	schnauzer	schnauzer	PROPN
dad-14138	266	4	.	.	PUNCT
dad-14138	267	1	q3	q3	PROPN
dad-14138	267	2	what	what	PRON
dad-14138	267	3	is	be	AUX
dad-14138	267	4	the	the	DET
dad-14138	267	5	name	name	NOUN
dad-14138	267	6	of	of	ADP
dad-14138	267	7	{	{	PUNCT
dad-14138	267	8	user	user	NOUN
dad-14138	267	9	}	}	PUNCT
dad-14138	267	10	’s	’s	PART
dad-14138	267	11	dog	dog	NOUN
dad-14138	267	12	?	?	PUNCT
dad-14138	267	13	a3	a3	PROPN
dad-14138	267	14	luke	luke	PROPN
dad-14138	267	15	.	.	PUNCT
dad-14138	268	1	table	table	NOUN
dad-14138	268	2	6	6	NUM
dad-14138	268	3	:	:	PUNCT
dad-14138	268	4	example	example	NOUN
dad-14138	268	5	qa	qa	NOUN
dad-14138	268	6	pairs	pair	NOUN
dad-14138	268	7	of	of	ADP
dad-14138	268	8	the	the	DET
dad-14138	268	9	lufy	lufy	ADV
dad-14138	268	10	-	-	PUNCT
dad-14138	268	11	dataset	dataset	VERB
dad-14138	268	12	some	some	DET
dad-14138	268	13	studies	study	NOUN
dad-14138	268	14	,	,	PUNCT
dad-14138	268	15	such	such	ADJ
dad-14138	268	16	as	as	ADP
dad-14138	268	17	deid	deid	NOUN
dad-14138	268	18	-	-	PUNCT
dad-14138	268	19	gpt	gpt	NOUN
dad-14138	268	20	(	(	PUNCT
dad-14138	268	21	liu	liu	PROPN
dad-14138	268	22	et	et	PROPN
dad-14138	268	23	al	al	PROPN
dad-14138	268	24	.	.	PROPN
dad-14138	268	25	,	,	PUNCT
dad-14138	268	26	2023	2023	NUM
dad-14138	268	27	)	)	PUNCT
dad-14138	268	28	,	,	PUNCT
dad-14138	268	29	explore	explore	VERB
dad-14138	268	30	the	the	DET
dad-14138	268	31	use	use	NOUN
dad-14138	268	32	of	of	ADP
dad-14138	268	33	llms	llm	NOUN
dad-14138	268	34	for	for	ADP
dad-14138	268	35	de	de	NOUN
dad-14138	268	36	-	-	NOUN
dad-14138	268	37	identification	identification	NOUN
dad-14138	268	38	.	.	PUNCT
dad-14138	269	1	other	other	ADJ
dad-14138	269	2	studies	study	NOUN
dad-14138	269	3	,	,	PUNCT
dad-14138	269	4	such	such	ADJ
dad-14138	269	5	as	as	ADP
dad-14138	269	6	the	the	DET
dad-14138	269	7	ego4d	ego4d	PROPN
dad-14138	269	8	dataset	dataset	NOUN
dad-14138	269	9	(	(	PUNCT
dad-14138	269	10	grauman	grauman	NOUN
dad-14138	269	11	et	et	PROPN
dad-14138	269	12	al	al	PROPN
dad-14138	269	13	.	.	PROPN
dad-14138	269	14	,	,	PUNCT
dad-14138	269	15	2022	2022	NUM
dad-14138	269	16	)	)	PUNCT
dad-14138	269	17	,	,	PUNCT
dad-14138	269	18	which	which	PRON
dad-14138	269	19	consists	consist	VERB
dad-14138	269	20	of	of	ADP
dad-14138	269	21	3,000	3,000	NUM
dad-14138	269	22	hours	hour	NOUN
dad-14138	269	23	of	of	ADP
dad-14138	269	24	video	video	NOUN
dad-14138	269	25	,	,	PUNCT
dad-14138	269	26	use	use	VERB
dad-14138	269	27	commercial	commercial	ADJ
dad-14138	269	28	software	software	NOUN
dad-14138	269	29	like	like	ADP
dad-14138	269	30	brighter.ai	brighter.ai	NOUN
dad-14138	269	31	and	and	CCONJ
dad-14138	269	32	secureredact	secureredact	NOUN
dad-14138	269	33	.	.	PUNCT
dad-14138	270	1	however	however	ADV
dad-14138	270	2	,	,	PUNCT
dad-14138	270	3	we	we	PRON
dad-14138	270	4	manually	manually	ADV
dad-14138	270	5	executed	execute	VERB
dad-14138	270	6	the	the	DET
dad-14138	270	7	process	process	NOUN
dad-14138	270	8	to	to	PART
dad-14138	270	9	ensure	ensure	VERB
dad-14138	270	10	proper	proper	ADJ
dad-14138	270	11	de	de	NOUN
dad-14138	270	12	-	-	NOUN
dad-14138	270	13	identification	identification	NOUN
dad-14138	270	14	.	.	PUNCT
dad-14138	271	1	we	we	PRON
dad-14138	271	2	aim	aim	VERB
dad-14138	271	3	for	for	ADP
dad-14138	271	4	the	the	DET
dad-14138	271	5	lufy	lufy	NOUN
dad-14138	271	6	-	-	PUNCT
dad-14138	271	7	dataset	dataset	NOUN
dad-14138	271	8	to	to	PART
dad-14138	271	9	serve	serve	VERB
dad-14138	271	10	as	as	ADP
dad-14138	271	11	a	a	DET
dad-14138	271	12	benchmark	benchmark	NOUN
dad-14138	271	13	for	for	ADP
dad-14138	271	14	long	long	ADJ
dad-14138	271	15	-	-	PUNCT
dad-14138	271	16	term	term	NOUN
dad-14138	271	17	conversations	conversation	NOUN
dad-14138	271	18	,	,	PUNCT
dad-14138	271	19	given	give	VERB
dad-14138	271	20	its	its	PRON
dad-14138	271	21	unique	unique	ADJ
dad-14138	271	22	length	length	NOUN
dad-14138	271	23	,	,	PUNCT
dad-14138	271	24	as	as	SCONJ
dad-14138	271	25	shown	show	VERB
dad-14138	271	26	in	in	ADP
dad-14138	271	27	table	table	NOUN
dad-14138	271	28	1	1	NUM
dad-14138	271	29	.	.	PUNCT
dad-14138	272	1	the	the	DET
dad-14138	272	2	full	full	ADJ
dad-14138	272	3	dataset	dataset	NOUN
dad-14138	272	4	,	,	PUNCT
dad-14138	272	5	including	include	VERB
dad-14138	272	6	both	both	CCONJ
dad-14138	272	7	the	the	DET
dad-14138	272	8	annotated	annotate	VERB
dad-14138	272	9	human	human	ADJ
dad-14138	272	10	-	-	PUNCT
dad-14138	272	11	chatbot	chatbot	NOUN
dad-14138	272	12	conversations	conversation	NOUN
dad-14138	272	13	and	and	CCONJ
dad-14138	272	14	the	the	DET
dad-14138	272	15	participant	participant	NOUN
dad-14138	272	16	-	-	PUNCT
dad-14138	272	17	created	create	VERB
dad-14138	272	18	qa	qa	PROPN
dad-14138	272	19	pairs	pair	NOUN
dad-14138	272	20	,	,	PUNCT
dad-14138	272	21	is	be	AUX
dad-14138	272	22	publicly	publicly	ADV
dad-14138	272	23	released	release	VERB
dad-14138	272	24	to	to	PART
dad-14138	272	25	support	support	VERB
dad-14138	272	26	future	future	ADJ
dad-14138	272	27	research	research	NOUN
dad-14138	272	28	in	in	ADP
dad-14138	272	29	long	long	ADJ
dad-14138	272	30	-	-	PUNCT
dad-14138	272	31	term	term	NOUN
dad-14138	272	32	conversational	conversational	ADJ
dad-14138	272	33	ai	ai	NOUN
dad-14138	272	34	.	.	PROPN
dad-14138	273	1	5.3	5.3	NUM
dad-14138	273	2	main	main	ADJ
dad-14138	273	3	results	result	NOUN
dad-14138	273	4	firstly	firstly	ADV
dad-14138	273	5	,	,	PUNCT
dad-14138	273	6	we	we	PRON
dad-14138	273	7	evaluated	evaluate	VERB
dad-14138	273	8	the	the	DET
dad-14138	273	9	user	user	NOUN
dad-14138	273	10	experience	experience	NOUN
dad-14138	273	11	using	use	VERB
dad-14138	273	12	both	both	CCONJ
dad-14138	273	13	subjective	subjective	ADJ
dad-14138	273	14	and	and	CCONJ
dad-14138	273	15	automatic	automatic	ADJ
dad-14138	273	16	methods	method	NOUN
dad-14138	273	17	.	.	PUNCT
dad-14138	274	1	we	we	PRON
dad-14138	274	2	used	use	VERB
dad-14138	274	3	three	three	NUM
dad-14138	274	4	evaluation	evaluation	NOUN
dad-14138	274	5	methods	method	NOUN
dad-14138	274	6	:	:	PUNCT
dad-14138	274	7	(	(	PUNCT
dad-14138	274	8	1	1	X
dad-14138	274	9	)	)	PUNCT
dad-14138	274	10	subjective	subjective	ADJ
dad-14138	274	11	human	human	ADJ
dad-14138	274	12	ratings	rating	NOUN
dad-14138	274	13	(	(	PUNCT
dad-14138	274	14	a	a	DET
dad-14138	274	15	subjective	subjective	ADJ
dad-14138	274	16	method	method	NOUN
dad-14138	274	17	)	)	PUNCT
dad-14138	274	18	and	and	CCONJ
dad-14138	274	19	(	(	PUNCT
dad-14138	274	20	2	2	X
dad-14138	274	21	)	)	PUNCT
dad-14138	274	22	llm	llm	NOUN
dad-14138	274	23	-	-	PUNCT
dad-14138	274	24	based	base	VERB
dad-14138	274	25	scoring	scoring	NOUN
dad-14138	274	26	(	(	PUNCT
dad-14138	274	27	an	an	DET
dad-14138	274	28	automatic	automatic	ADJ
dad-14138	274	29	method	method	NOUN
dad-14138	274	30	)	)	PUNCT
dad-14138	274	31	,	,	PUNCT
dad-14138	274	32	both	both	PRON
dad-14138	274	33	based	base	VERB
dad-14138	274	34	on	on	ADP
dad-14138	274	35	the	the	DET
dad-14138	274	36	entire	entire	ADJ
dad-14138	274	37	conversation	conversation	NOUN
dad-14138	274	38	,	,	PUNCT
dad-14138	274	39	and	and	CCONJ
dad-14138	274	40	(	(	PUNCT
dad-14138	274	41	3	3	X
dad-14138	274	42	)	)	PUNCT
dad-14138	274	43	sentiment	sentiment	NOUN
dad-14138	274	44	analysis	analysis	NOUN
dad-14138	274	45	(	(	PUNCT
dad-14138	274	46	an	an	DET
dad-14138	274	47	automatic	automatic	ADJ
dad-14138	274	48	method	method	NOUN
dad-14138	274	49	)	)	PUNCT
dad-14138	274	50	,	,	PUNCT
dad-14138	274	51	which	which	PRON
dad-14138	274	52	was	be	AUX
dad-14138	274	53	performed	perform	VERB
dad-14138	274	54	at	at	ADP
dad-14138	274	55	the	the	DET
dad-14138	274	56	individual	individual	ADJ
dad-14138	274	57	user	user	NOUN
dad-14138	274	58	utterance	utterance	NOUN
dad-14138	274	59	level	level	NOUN
dad-14138	274	60	.	.	PUNCT
dad-14138	275	1	subjective	subjective	ADJ
dad-14138	275	2	evaluations	evaluation	NOUN
dad-14138	275	3	for	for	ADP
dad-14138	275	4	subjective	subjective	ADJ
dad-14138	275	5	evaluation	evaluation	NOUN
dad-14138	275	6	,	,	PUNCT
dad-14138	275	7	we	we	PRON
dad-14138	275	8	asked	ask	VERB
dad-14138	275	9	third	third	ADJ
dad-14138	275	10	-	-	PUNCT
dad-14138	275	11	party	party	NOUN
dad-14138	275	12	annotators	annotator	NOUN
dad-14138	275	13	to	to	PART
dad-14138	275	14	rate	rate	VERB
dad-14138	275	15	each	each	DET
dad-14138	275	16	conversation	conversation	NOUN
dad-14138	275	17	on	on	ADP
dad-14138	275	18	three	three	NUM
dad-14138	275	19	criteria	criterion	NOUN
dad-14138	275	20	:	:	PUNCT
dad-14138	275	21	personalization	personalization	NOUN
dad-14138	275	22	,	,	PUNCT
dad-14138	275	23	flow	flow	NOUN
dad-14138	275	24	of	of	ADP
dad-14138	275	25	conversation	conversation	NOUN
dad-14138	275	26	,	,	PUNCT
dad-14138	275	27	and	and	CCONJ
dad-14138	275	28	overall	overall	ADJ
dad-14138	275	29	experience	experience	NOUN
dad-14138	275	30	.	.	PUNCT
dad-14138	276	1	to	to	PART
dad-14138	276	2	ensure	ensure	VERB
dad-14138	276	3	that	that	SCONJ
dad-14138	276	4	personalization	personalization	NOUN
dad-14138	276	5	judgments	judgment	NOUN
dad-14138	276	6	reflected	reflect	VERB
dad-14138	276	7	the	the	DET
dad-14138	276	8	evolving	evolve	VERB
dad-14138	276	9	relationship	relationship	NOUN
dad-14138	276	10	between	between	ADP
dad-14138	276	11	each	each	DET
dad-14138	276	12	participant	participant	NOUN
dad-14138	276	13	and	and	CCONJ
dad-14138	276	14	chatbot	chatbot	NOUN
dad-14138	276	15	,	,	PUNCT
dad-14138	276	16	annotators	annotator	NOUN
dad-14138	276	17	evaluated	evaluate	VERB
dad-14138	276	18	the	the	DET
dad-14138	276	19	conversations	conversation	NOUN
dad-14138	276	20	in	in	ADP
dad-14138	276	21	chronological	chronological	ADJ
dad-14138	276	22	order	order	NOUN
dad-14138	276	23	per	per	ADP
dad-14138	276	24	participant	participant	NOUN
dad-14138	276	25	,	,	PUNCT
dad-14138	276	26	giving	give	VERB
dad-14138	276	27	them	they	PRON
dad-14138	276	28	access	access	NOUN
dad-14138	276	29	to	to	ADP
dad-14138	276	30	earlier	early	ADJ
dad-14138	276	31	sessions	session	NOUN
dad-14138	276	32	when	when	SCONJ
dad-14138	276	33	rating	rate	VERB
dad-14138	276	34	later	late	ADJ
dad-14138	276	35	ones	one	NOUN
dad-14138	276	36	.	.	PUNCT
dad-14138	277	1	this	this	DET
dad-14138	277	2	ordering	ordering	NOUN
dad-14138	277	3	allowed	allow	VERB
dad-14138	277	4	raters	rater	NOUN
dad-14138	277	5	to	to	PART
dad-14138	277	6	apply	apply	VERB
dad-14138	277	7	criteria	criterion	NOUN
dad-14138	277	8	consistently	consistently	ADV
dad-14138	277	9	across	across	ADP
dad-14138	277	10	multi	multi	ADJ
dad-14138	277	11	-	-	ADJ
dad-14138	277	12	day	day	ADJ
dad-14138	277	13	interactions	interaction	NOUN
dad-14138	277	14	rather	rather	ADV
dad-14138	277	15	than	than	ADP
dad-14138	277	16	evaluating	evaluate	VERB
dad-14138	277	17	each	each	DET
dad-14138	277	18	session	session	NOUN
dad-14138	277	19	in	in	ADP
dad-14138	277	20	isolation	isolation	NOUN
dad-14138	277	21	.	.	PUNCT
dad-14138	278	1	we	we	PRON
dad-14138	278	2	provide	provide	VERB
dad-14138	278	3	the	the	DET
dad-14138	278	4	specific	specific	ADJ
dad-14138	278	5	instructions	instruction	NOUN
dad-14138	278	6	for	for	ADP
dad-14138	278	7	the	the	DET
dad-14138	278	8	three	three	NUM
dad-14138	278	9	criteria	criterion	NOUN
dad-14138	278	10	,	,	PUNCT
dad-14138	278	11	together	together	ADV
dad-14138	278	12	with	with	ADP
dad-14138	278	13	the	the	DET
dad-14138	278	14	intraclass	intraclass	NOUN
dad-14138	278	15	correlation	correlation	NOUN
dad-14138	278	16	coefficient	coefficient	NOUN
dad-14138	278	17	(	(	PUNCT
dad-14138	278	18	icc	icc	PROPN
dad-14138	278	19	)	)	PUNCT
dad-14138	278	20	(	(	PUNCT
dad-14138	278	21	shrout	shrout	NOUN
dad-14138	278	22	and	and	CCONJ
dad-14138	278	23	fleiss	fleiss	NOUN
dad-14138	278	24	,	,	PUNCT
dad-14138	278	25	1979	1979	NUM
dad-14138	278	26	)	)	PUNCT
dad-14138	278	27	,	,	PUNCT
dad-14138	278	28	in	in	ADP
dad-14138	278	29	appendix	appendix	PROPN
dad-14138	278	30	e.	e.	PROPN
dad-14138	279	1	we	we	PRON
dad-14138	279	2	opted	opt	VERB
dad-14138	279	3	for	for	ADP
dad-14138	279	4	third	third	ADJ
dad-14138	279	5	-	-	PUNCT
dad-14138	279	6	party	party	NOUN
dad-14138	279	7	annotators	annotator	NOUN
dad-14138	279	8	instead	instead	ADV
dad-14138	279	9	of	of	ADP
dad-14138	279	10	collecting	collect	VERB
dad-14138	279	11	user	user	NOUN
dad-14138	279	12	self	self	NOUN
dad-14138	279	13	-	-	PUNCT
dad-14138	279	14	ratings	rating	NOUN
dad-14138	279	15	for	for	ADP
dad-14138	279	16	several	several	ADJ
dad-14138	279	17	reasons	reason	NOUN
dad-14138	279	18	.	.	PUNCT
dad-14138	280	1	while	while	SCONJ
dad-14138	280	2	user	user	NOUN
dad-14138	280	3	opinions	opinion	NOUN
dad-14138	280	4	are	be	AUX
dad-14138	280	5	ultimately	ultimately	ADV
dad-14138	280	6	the	the	DET
dad-14138	280	7	most	most	ADV
dad-14138	280	8	valuable	valuable	ADJ
dad-14138	280	9	signal	signal	NOUN
dad-14138	280	10	,	,	PUNCT
dad-14138	280	11	we	we	PRON
dad-14138	280	12	were	be	AUX
dad-14138	280	13	concerned	concern	VERB
dad-14138	280	14	that	that	SCONJ
dad-14138	280	15	prompting	prompt	VERB
dad-14138	280	16	users	user	NOUN
dad-14138	280	17	to	to	PART
dad-14138	280	18	rate	rate	VERB
dad-14138	280	19	each	each	DET
dad-14138	280	20	chatbot	chatbot	NOUN
dad-14138	280	21	after	after	SCONJ
dad-14138	280	22	every	every	DET
dad-14138	280	23	session	session	NOUN
dad-14138	280	24	might	might	AUX
dad-14138	280	25	introduce	introduce	VERB
dad-14138	280	26	bias	bias	NOUN
dad-14138	280	27	—	—	PUNCT
dad-14138	280	28	participants	participant	NOUN
dad-14138	280	29	could	could	AUX
dad-14138	280	30	infer	infer	VERB
dad-14138	280	31	which	which	DET
dad-14138	280	32	system	system	NOUN
dad-14138	280	33	was	be	AUX
dad-14138	280	34	expected	expect	VERB
dad-14138	280	35	to	to	PART
dad-14138	280	36	perform	perform	VERB
dad-14138	280	37	better	well	ADV
dad-14138	280	38	,	,	PUNCT
dad-14138	280	39	potentially	potentially	ADV
dad-14138	280	40	influencing	influence	VERB
dad-14138	280	41	their	their	PRON
dad-14138	280	42	subsequent	subsequent	ADJ
dad-14138	280	43	behavior	behavior	NOUN
dad-14138	280	44	.	.	PUNCT
dad-14138	281	1	additionally	additionally	ADV
dad-14138	281	2	,	,	PUNCT
dad-14138	281	3	participants	participant	NOUN
dad-14138	281	4	engaged	engage	VERB
dad-14138	281	5	in	in	ADP
dad-14138	281	6	multiple	multiple	ADJ
dad-14138	281	7	long	long	ADJ
dad-14138	281	8	sessions	session	NOUN
dad-14138	281	9	(	(	PUNCT
dad-14138	281	10	approximately	approximately	ADV
dad-14138	281	11	five	five	NUM
dad-14138	281	12	hours	hour	NOUN
dad-14138	281	13	across	across	ADP
dad-14138	281	14	four	four	NUM
dad-14138	281	15	days	day	NOUN
dad-14138	281	16	)	)	PUNCT
dad-14138	281	17	;	;	PUNCT
dad-14138	281	18	frequent	frequent	ADJ
dad-14138	281	19	questionnaires	questionnaire	NOUN
dad-14138	281	20	could	could	AUX
dad-14138	281	21	contribute	contribute	VERB
dad-14138	281	22	to	to	ADP
dad-14138	281	23	fatigue	fatigue	NOUN
dad-14138	281	24	and	and	CCONJ
dad-14138	281	25	degrade	degrade	VERB
dad-14138	281	26	the	the	DET
dad-14138	281	27	quality	quality	NOUN
dad-14138	281	28	of	of	ADP
dad-14138	281	29	feedback	feedback	NOUN
dad-14138	281	30	.	.	PUNCT
dad-14138	282	1	to	to	PART
dad-14138	282	2	avoid	avoid	VERB
dad-14138	282	3	these	these	DET
dad-14138	282	4	issues	issue	NOUN
dad-14138	282	5	and	and	CCONJ
dad-14138	282	6	ensure	ensure	VERB
dad-14138	282	7	consistency	consistency	NOUN
dad-14138	282	8	across	across	ADP
dad-14138	282	9	systems	system	NOUN
dad-14138	282	10	,	,	PUNCT
dad-14138	282	11	we	we	PRON
dad-14138	282	12	relied	rely	VERB
dad-14138	282	13	on	on	ADP
dad-14138	282	14	independent	independent	ADJ
dad-14138	282	15	annotators	annotator	NOUN
dad-14138	282	16	.	.	PUNCT
dad-14138	283	1	the	the	DET
dad-14138	283	2	results	result	NOUN
dad-14138	283	3	,	,	PUNCT
dad-14138	283	4	as	as	SCONJ
dad-14138	283	5	presented	present	VERB
dad-14138	283	6	in	in	ADP
dad-14138	283	7	table	table	NOUN
dad-14138	283	8	7	7	NUM
dad-14138	283	9	,	,	PUNCT
dad-14138	283	10	demonstrate	demonstrate	VERB
dad-14138	283	11	lufy	lufy	PROPN
dad-14138	283	12	’s	’s	PART
dad-14138	283	13	superior	superior	ADJ
dad-14138	283	14	performance	performance	NOUN
dad-14138	283	15	over	over	ADP
dad-14138	283	16	both	both	DET
dad-14138	283	17	naive	naive	ADJ
dad-14138	283	18	rag	rag	NOUN
dad-14138	283	19	and	and	CCONJ
dad-14138	283	20	memorybank	memorybank	NOUN
dad-14138	283	21	across	across	ADP
dad-14138	283	22	most	most	ADJ
dad-14138	283	23	sessions	session	NOUN
dad-14138	283	24	and	and	CCONJ
dad-14138	283	25	evaluation	evaluation	NOUN
dad-14138	283	26	criteria	criterion	NOUN
dad-14138	283	27	,	,	PUNCT
dad-14138	283	28	with	with	ADP
dad-14138	283	29	the	the	DET
dad-14138	283	30	most	most	ADV
dad-14138	283	31	significant	significant	ADJ
dad-14138	283	32	difference	difference	NOUN
dad-14138	283	33	observed	observe	VERB
dad-14138	283	34	in	in	ADP
dad-14138	283	35	session	session	NOUN
dad-14138	283	36	4	4	NUM
dad-14138	283	37	,	,	PUNCT
dad-14138	283	38	where	where	SCONJ
dad-14138	283	39	ratings	rating	NOUN
dad-14138	283	40	for	for	ADP
dad-14138	283	41	naive	naive	ADJ
dad-14138	283	42	rag	rag	NOUN
dad-14138	283	43	and	and	CCONJ
dad-14138	283	44	memorybank	memorybank	NOUN
dad-14138	283	45	dropped	drop	VERB
dad-14138	283	46	significantly	significantly	ADV
dad-14138	283	47	,	,	PUNCT
dad-14138	283	48	while	while	SCONJ
dad-14138	283	49	lufy	lufy	PROPN
dad-14138	283	50	’s	’s	PART
dad-14138	283	51	rating	rating	NOUN
dad-14138	283	52	remained	remain	VERB
dad-14138	283	53	relatively	relatively	ADV
dad-14138	283	54	stable	stable	ADJ
dad-14138	283	55	.	.	PUNCT
dad-14138	284	1	this	this	DET
dad-14138	284	2	trend	trend	NOUN
dad-14138	284	3	underscores	underscore	VERB
dad-14138	284	4	lufy	lufy	PROPN
dad-14138	284	5	’s	’s	PART
dad-14138	284	6	enhanced	enhance	VERB
dad-14138	284	7	ability	ability	NOUN
dad-14138	284	8	to	to	PART
dad-14138	284	9	maintain	maintain	VERB
dad-14138	284	10	engaging	engaging	ADJ
dad-14138	284	11	and	and	CCONJ
dad-14138	284	12	personalized	personalized	ADJ
dad-14138	284	13	conversations	conversation	NOUN
dad-14138	284	14	,	,	PUNCT
dad-14138	284	15	particularly	particularly	ADV
dad-14138	284	16	as	as	ADP
dad-14138	284	17	the	the	DET
dad-14138	284	18	interaction	interaction	NOUN
dad-14138	284	19	length	length	NOUN
dad-14138	284	20	increases	increase	NOUN
dad-14138	284	21	.	.	PUNCT
dad-14138	285	1	88	88	NUM
dad-14138	285	2	enhancing	enhance	VERB
dad-14138	285	3	long	long	ADJ
dad-14138	285	4	-	-	PUNCT
dad-14138	285	5	term	term	NOUN
dad-14138	285	6	rag	rag	NOUN
dad-14138	285	7	chatbots	chatbot	NOUN
dad-14138	285	8	with	with	ADP
dad-14138	285	9	psychological	psychological	ADJ
dad-14138	285	10	models	model	NOUN
dad-14138	285	11	personalization	personalization	NOUN
dad-14138	285	12	flow	flow	NOUN
dad-14138	285	13	of	of	ADP
dad-14138	285	14	conv	conv	ADJ
dad-14138	285	15	.	.	PUNCT
dad-14138	286	1	overall	overall	ADJ
dad-14138	286	2	system	system	NOUN
dad-14138	286	3	s1	s1	PROPN
dad-14138	286	4	s2	s2	PROPN
dad-14138	286	5	s3	s3	PROPN
dad-14138	286	6	s4	s4	PROPN
dad-14138	286	7	avg	avg	PROPN
dad-14138	286	8	.	.	PUNCT
dad-14138	287	1	s1	s1	PROPN
dad-14138	287	2	s2	s2	PROPN
dad-14138	287	3	s3	s3	PROPN
dad-14138	287	4	s4	s4	PROPN
dad-14138	287	5	avg	avg	PROPN
dad-14138	287	6	.	.	PUNCT
dad-14138	288	1	s1	s1	PROPN
dad-14138	288	2	s2	s2	PROPN
dad-14138	288	3	s3	s3	PROPN
dad-14138	288	4	s4	s4	PROPN
dad-14138	288	5	avg	avg	PROPN
dad-14138	288	6	.	.	PUNCT
dad-14138	289	1	naive	naive	ADJ
dad-14138	289	2	rag	rag	NOUN
dad-14138	289	3	(	(	PUNCT
dad-14138	289	4	3.94	3.94	NUM
dad-14138	289	5	)	)	PUNCT
dad-14138	289	6	3.85	3.85	NUM
dad-14138	289	7	3.89	3.89	NUM
dad-14138	289	8	3.76	3.76	NUM
dad-14138	289	9	3.83	3.83	NUM
dad-14138	289	10	(	(	PUNCT
dad-14138	289	11	3.86	3.86	NUM
dad-14138	289	12	)	)	PUNCT
dad-14138	289	13	3.46	3.46	NUM
dad-14138	289	14	3.57	3.57	NUM
dad-14138	289	15	3.20	3.20	NUM
dad-14138	289	16	3.41	3.41	NUM
dad-14138	289	17	(	(	PUNCT
dad-14138	289	18	3.82	3.82	NUM
dad-14138	289	19	)	)	PUNCT
dad-14138	289	20	3.65	3.65	NUM
dad-14138	289	21	3.74	3.74	NUM
dad-14138	289	22	3.50	3.50	NUM
dad-14138	289	23	3.63	3.63	NUM
dad-14138	289	24	memorybank	memorybank	NOUN
dad-14138	289	25	(	(	PUNCT
dad-14138	289	26	3.87	3.87	NUM
dad-14138	289	27	)	)	PUNCT
dad-14138	289	28	3.95	3.95	NUM
dad-14138	289	29	3.87	3.87	NUM
dad-14138	289	30	3.56	3.56	NUM
dad-14138	289	31	3.79	3.79	NUM
dad-14138	289	32	(	(	PUNCT
dad-14138	289	33	3.69	3.69	NUM
dad-14138	289	34	)	)	PUNCT
dad-14138	289	35	3.58	3.58	NUM
dad-14138	289	36	3.64	3.64	NUM
dad-14138	289	37	3.31	3.31	NUM
dad-14138	289	38	3.51	3.51	NUM
dad-14138	289	39	(	(	PUNCT
dad-14138	289	40	3.85	3.85	NUM
dad-14138	289	41	)	)	PUNCT
dad-14138	289	42	3.75	3.75	NUM
dad-14138	289	43	3.64	3.64	NUM
dad-14138	289	44	3.36	3.36	NUM
dad-14138	289	45	3.58	3.58	NUM
dad-14138	289	46	lufy	lufy	NOUN
dad-14138	289	47	(	(	PUNCT
dad-14138	289	48	3.94	3.94	NUM
dad-14138	289	49	)	)	PUNCT
dad-14138	289	50	4.13†	4.13†	NOUN
dad-14138	289	51	3.98	3.98	NUM
dad-14138	289	52	4.04†	4.04†	NUM
dad-14138	289	53	4.05†	4.05†	NUM
dad-14138	289	54	(	(	PUNCT
dad-14138	289	55	3.78	3.78	NUM
dad-14138	289	56	)	)	PUNCT
dad-14138	289	57	3.63	3.63	NUM
dad-14138	289	58	3.57	3.57	NUM
dad-14138	289	59	3.72†	3.72†	NUM
dad-14138	289	60	3.64†	3.64†	PROPN
dad-14138	289	61	(	(	PUNCT
dad-14138	289	62	3.80	3.80	NUM
dad-14138	289	63	)	)	PUNCT
dad-14138	289	64	3.81	3.81	NUM
dad-14138	289	65	3.74	3.74	NUM
dad-14138	289	66	3.80†	3.80†	NUM
dad-14138	289	67	3.78†	3.78†	NUM
dad-14138	289	68	table	table	NOUN
dad-14138	289	69	7	7	NUM
dad-14138	289	70	:	:	PUNCT
dad-14138	289	71	subjective	subjective	ADJ
dad-14138	289	72	evaluation	evaluation	NOUN
dad-14138	289	73	of	of	ADP
dad-14138	289	74	three	three	NUM
dad-14138	289	75	criteria	criterion	NOUN
dad-14138	289	76	:	:	PUNCT
dad-14138	289	77	personalization	personalization	NOUN
dad-14138	289	78	,	,	PUNCT
dad-14138	289	79	flow	flow	NOUN
dad-14138	289	80	of	of	ADP
dad-14138	289	81	conversation	conversation	NOUN
dad-14138	289	82	and	and	CCONJ
dad-14138	289	83	overall	overall	ADJ
dad-14138	289	84	,	,	PUNCT
dad-14138	289	85	with	with	ADP
dad-14138	289	86	ratings	rating	NOUN
dad-14138	289	87	on	on	ADP
dad-14138	289	88	a	a	DET
dad-14138	289	89	scale	scale	NOUN
dad-14138	289	90	from	from	ADP
dad-14138	289	91	1	1	NUM
dad-14138	289	92	(	(	PUNCT
dad-14138	289	93	lowest	low	ADJ
dad-14138	289	94	)	)	PUNCT
dad-14138	289	95	to	to	ADP
dad-14138	289	96	5	5	NUM
dad-14138	289	97	(	(	PUNCT
dad-14138	289	98	highest	high	ADJ
dad-14138	289	99	)	)	PUNCT
dad-14138	289	100	.	.	PUNCT
dad-14138	290	1	†	†	PROPN
dad-14138	290	2	indicates	indicate	VERB
dad-14138	290	3	statistically	statistically	ADV
dad-14138	290	4	significant	significant	ADJ
dad-14138	290	5	improvement	improvement	NOUN
dad-14138	290	6	over	over	ADP
dad-14138	290	7	both	both	DET
dad-14138	290	8	other	other	ADJ
dad-14138	290	9	methods.(p	methods.(p	X
dad-14138	290	10	<	<	X
dad-14138	290	11	0.05	0.05	NUM
dad-14138	290	12	,	,	PUNCT
dad-14138	290	13	paired	pair	VERB
dad-14138	290	14	t	t	NOUN
dad-14138	290	15	-	-	PUNCT
dad-14138	290	16	test	test	NOUN
dad-14138	290	17	)	)	PUNCT
dad-14138	290	18	.	.	PUNCT
dad-14138	291	1	system	system	NOUN
dad-14138	291	2	(	(	PUNCT
dad-14138	291	3	s1	s1	NOUN
dad-14138	291	4	)	)	PUNCT
dad-14138	291	5	s2	s2	NOUN
dad-14138	291	6	s3	s3	PROPN
dad-14138	291	7	s4	s4	PROPN
dad-14138	291	8	avg	avg	PROPN
dad-14138	291	9	.	.	PUNCT
dad-14138	292	1	naive	naive	ADJ
dad-14138	292	2	rag	rag	NOUN
dad-14138	292	3	(	(	PUNCT
dad-14138	292	4	3.71	3.71	NUM
dad-14138	292	5	)	)	PUNCT
dad-14138	292	6	3.53	3.53	NUM
dad-14138	292	7	3.38	3.38	NUM
dad-14138	292	8	3.18	3.18	NUM
dad-14138	292	9	3.36	3.36	NUM
dad-14138	292	10	memorybank	memorybank	NOUN
dad-14138	292	11	(	(	PUNCT
dad-14138	292	12	3.71	3.71	NUM
dad-14138	292	13	)	)	PUNCT
dad-14138	292	14	3.53	3.53	NUM
dad-14138	292	15	3.44	3.44	NUM
dad-14138	292	16	3.21	3.21	NUM
dad-14138	292	17	3.39	3.39	NUM
dad-14138	292	18	lufy	lufy	NOUN
dad-14138	292	19	(	(	PUNCT
dad-14138	292	20	3.71	3.71	NUM
dad-14138	292	21	)	)	PUNCT
dad-14138	292	22	3.53	3.53	NUM
dad-14138	292	23	3.32	3.32	NUM
dad-14138	292	24	3.50†	3.50†	NUM
dad-14138	292	25	3.45	3.45	NUM
dad-14138	292	26	table	table	NOUN
dad-14138	292	27	8	8	NUM
dad-14138	292	28	:	:	PUNCT
dad-14138	292	29	average	average	ADJ
dad-14138	292	30	ratings	rating	NOUN
dad-14138	292	31	(	(	PUNCT
dad-14138	292	32	1–5	1–5	NUM
dad-14138	292	33	scale	scale	NOUN
dad-14138	292	34	)	)	PUNCT
dad-14138	292	35	by	by	ADP
dad-14138	292	36	gpt-4o	gpt-4o	PROPN
dad-14138	292	37	,	,	PUNCT
dad-14138	292	38	averaged	average	VERB
dad-14138	292	39	over	over	ADP
dad-14138	292	40	30	30	NUM
dad-14138	292	41	ratings	rating	NOUN
dad-14138	292	42	.	.	PUNCT
dad-14138	293	1	†	†	PROPN
dad-14138	293	2	indicates	indicate	VERB
dad-14138	293	3	statistically	statistically	ADV
dad-14138	293	4	significant	significant	ADJ
dad-14138	293	5	improvement	improvement	NOUN
dad-14138	293	6	over	over	ADP
dad-14138	293	7	both	both	DET
dad-14138	293	8	other	other	ADJ
dad-14138	293	9	methods.(p	methods.(p	X
dad-14138	293	10	<	<	X
dad-14138	293	11	0.05	0.05	NUM
dad-14138	293	12	,	,	PUNCT
dad-14138	293	13	paired	pair	VERB
dad-14138	293	14	t	t	NOUN
dad-14138	293	15	-	-	PUNCT
dad-14138	293	16	test	test	NOUN
dad-14138	293	17	)	)	PUNCT
dad-14138	293	18	.	.	PUNCT
dad-14138	294	1	ratings	rating	NOUN
dad-14138	294	2	are	be	AUX
dad-14138	294	3	shown	show	VERB
dad-14138	294	4	with	with	ADP
dad-14138	294	5	mean	mean	ADJ
dad-14138	294	6	values	value	NOUN
dad-14138	294	7	.	.	PUNCT
dad-14138	295	1	rating	rating	NOUN
dad-14138	295	2	by	by	ADP
dad-14138	295	3	llm	llm	PROPN
dad-14138	295	4	as	as	ADP
dad-14138	295	5	part	part	NOUN
dad-14138	295	6	of	of	ADP
dad-14138	295	7	the	the	DET
dad-14138	295	8	automatic	automatic	ADJ
dad-14138	295	9	method	method	NOUN
dad-14138	295	10	to	to	PART
dad-14138	295	11	score	score	VERB
dad-14138	295	12	the	the	DET
dad-14138	295	13	user	user	NOUN
dad-14138	295	14	experience	experience	NOUN
dad-14138	295	15	,	,	PUNCT
dad-14138	295	16	we	we	PRON
dad-14138	295	17	assessed	assess	VERB
dad-14138	295	18	the	the	DET
dad-14138	295	19	user	user	NOUN
dad-14138	295	20	’s	’s	PART
dad-14138	295	21	overall	overall	ADJ
dad-14138	295	22	satisfaction	satisfaction	NOUN
dad-14138	295	23	using	use	VERB
dad-14138	295	24	gpt-4o	gpt-4o	PROPN
dad-14138	295	25	.	.	PUNCT
dad-14138	296	1	we	we	PRON
dad-14138	296	2	used	use	VERB
dad-14138	296	3	gpt-4o	gpt-4o	PROPN
dad-14138	296	4	as	as	ADP
dad-14138	296	5	an	an	DET
dad-14138	296	6	evaluator	evaluator	NOUN
dad-14138	296	7	because	because	SCONJ
dad-14138	296	8	strong	strong	ADJ
dad-14138	296	9	llms	llm	NOUN
dad-14138	296	10	achieve	achieve	VERB
dad-14138	296	11	performance	performance	NOUN
dad-14138	296	12	comparable	comparable	ADJ
dad-14138	296	13	to	to	ADP
dad-14138	296	14	human	human	ADJ
dad-14138	296	15	evaluators	evaluator	NOUN
dad-14138	296	16	(	(	PUNCT
dad-14138	296	17	zheng	zheng	X
dad-14138	296	18	et	et	PROPN
dad-14138	296	19	al	al	PROPN
dad-14138	296	20	.	.	PROPN
dad-14138	296	21	,	,	PUNCT
dad-14138	296	22	2024	2024	NUM
dad-14138	296	23	)	)	PUNCT
dad-14138	296	24	.	.	PUNCT
dad-14138	297	1	the	the	DET
dad-14138	297	2	prompt	prompt	NOUN
dad-14138	297	3	given	give	VERB
dad-14138	297	4	to	to	ADP
dad-14138	297	5	the	the	DET
dad-14138	297	6	user	user	NOUN
dad-14138	297	7	experience	experience	NOUN
dad-14138	297	8	is	be	AUX
dad-14138	297	9	given	give	VERB
dad-14138	297	10	in	in	ADP
dad-14138	297	11	figure	figure	NOUN
dad-14138	297	12	6	6	NUM
dad-14138	297	13	.	.	PUNCT
dad-14138	297	14	as	as	SCONJ
dad-14138	297	15	shown	show	VERB
dad-14138	297	16	in	in	ADP
dad-14138	297	17	table	table	NOUN
dad-14138	297	18	8	8	NUM
dad-14138	297	19	,	,	PUNCT
dad-14138	297	20	the	the	DET
dad-14138	297	21	results	result	NOUN
dad-14138	297	22	provide	provide	VERB
dad-14138	297	23	valuable	valuable	ADJ
dad-14138	297	24	insights	insight	NOUN
dad-14138	297	25	into	into	ADP
dad-14138	297	26	the	the	DET
dad-14138	297	27	performance	performance	NOUN
dad-14138	297	28	of	of	ADP
dad-14138	297	29	the	the	DET
dad-14138	297	30	three	three	NUM
dad-14138	297	31	rag	rag	NOUN
dad-14138	297	32	chatbots	chatbot	NOUN
dad-14138	297	33	.	.	PUNCT
dad-14138	298	1	lufy	lufy	NOUN
dad-14138	298	2	consistently	consistently	ADV
dad-14138	298	3	emerges	emerge	VERB
dad-14138	298	4	as	as	ADP
dad-14138	298	5	the	the	DET
dad-14138	298	6	top	top	ADJ
dad-14138	298	7	performer	performer	NOUN
dad-14138	298	8	,	,	PUNCT
dad-14138	298	9	achieving	achieve	VERB
dad-14138	298	10	the	the	DET
dad-14138	298	11	highest	high	ADJ
dad-14138	298	12	average	average	ADJ
dad-14138	298	13	rating	rating	NOUN
dad-14138	298	14	and	and	CCONJ
dad-14138	298	15	demonstrating	demonstrate	VERB
dad-14138	298	16	a	a	DET
dad-14138	298	17	significant	significant	ADJ
dad-14138	298	18	improvement	improvement	NOUN
dad-14138	298	19	in	in	ADP
dad-14138	298	20	the	the	DET
dad-14138	298	21	later	later	ADJ
dad-14138	298	22	stages	stage	NOUN
dad-14138	298	23	of	of	ADP
dad-14138	298	24	the	the	DET
dad-14138	298	25	conversation	conversation	NOUN
dad-14138	298	26	(	(	PUNCT
dad-14138	298	27	session	session	NOUN
dad-14138	298	28	4	4	NUM
dad-14138	298	29	)	)	PUNCT
dad-14138	298	30	.	.	PUNCT
dad-14138	299	1	this	this	PRON
dad-14138	299	2	aligns	align	VERB
dad-14138	299	3	with	with	ADP
dad-14138	299	4	the	the	DET
dad-14138	299	5	subjective	subjective	ADJ
dad-14138	299	6	evaluations	evaluation	NOUN
dad-14138	299	7	and	and	CCONJ
dad-14138	299	8	is	be	AUX
dad-14138	299	9	further	far	ADV
dad-14138	299	10	supported	support	VERB
dad-14138	299	11	by	by	ADP
dad-14138	299	12	the	the	DET
dad-14138	299	13	sentiment	sentiment	NOUN
dad-14138	299	14	analysis	analysis	NOUN
dad-14138	299	15	in	in	ADP
dad-14138	299	16	the	the	DET
dad-14138	299	17	following	follow	VERB
dad-14138	299	18	section	section	NOUN
dad-14138	299	19	.	.	PUNCT
dad-14138	300	1	sentiment	sentiment	NOUN
dad-14138	300	2	analysis	analysis	NOUN
dad-14138	300	3	to	to	PART
dad-14138	300	4	complement	complement	VERB
dad-14138	300	5	both	both	CCONJ
dad-14138	300	6	subjective	subjective	ADJ
dad-14138	300	7	and	and	CCONJ
dad-14138	300	8	llm	llm	ADV
dad-14138	300	9	-	-	PUNCT
dad-14138	300	10	based	base	VERB
dad-14138	300	11	evaluations	evaluation	NOUN
dad-14138	300	12	,	,	PUNCT
dad-14138	300	13	we	we	PRON
dad-14138	300	14	also	also	ADV
dad-14138	300	15	performed	perform	VERB
dad-14138	300	16	sentiment	sentiment	NOUN
dad-14138	300	17	analysis	analysis	NOUN
dad-14138	300	18	at	at	ADP
dad-14138	300	19	the	the	DET
dad-14138	300	20	utterance	utterance	ADJ
dad-14138	300	21	level	level	NOUN
dad-14138	300	22	.	.	PUNCT
dad-14138	301	1	we	we	PRON
dad-14138	301	2	conducted	conduct	VERB
dad-14138	301	3	sentiment	sentiment	NOUN
dad-14138	301	4	analysis	analysis	NOUN
dad-14138	301	5	using	use	VERB
dad-14138	301	6	finetuned	finetune	VERB
dad-14138	301	7	versions	version	NOUN
dad-14138	301	8	of	of	ADP
dad-14138	301	9	roberta	roberta	PROPN
dad-14138	301	10	models	model	NOUN
dad-14138	301	11	.	.	PUNCT
dad-14138	302	1	we	we	PRON
dad-14138	302	2	used	use	VERB
dad-14138	302	3	distilroberta	distilroberta	NOUN
dad-14138	302	4	(	(	PUNCT
dad-14138	302	5	sanh	sanh	PROPN
dad-14138	302	6	,	,	PUNCT
dad-14138	302	7	2019	2019	NUM
dad-14138	302	8	)	)	PUNCT
dad-14138	302	9	,	,	PUNCT
dad-14138	302	10	fine	fine	ADV
dad-14138	302	11	-	-	PUNCT
dad-14138	302	12	tuned	tune	VERB
dad-14138	302	13	on	on	ADP
dad-14138	302	14	4,840	4,840	NUM
dad-14138	302	15	polar	polar	ADJ
dad-14138	302	16	sentiment	sentiment	NOUN
dad-14138	302	17	sentences	sentence	NOUN
dad-14138	302	18	from	from	ADP
dad-14138	302	19	english	english	ADJ
dad-14138	302	20	financial	financial	ADJ
dad-14138	302	21	news	news	PROPN
dad-14138	302	22	,	,	PUNCT
dad-14138	302	23	and	and	CCONJ
dad-14138	302	24	timelms	timelm	NOUN
dad-14138	302	25	(	(	PUNCT
dad-14138	302	26	loureiro	loureiro	PROPN
dad-14138	302	27	et	et	PROPN
dad-14138	302	28	al	al	PROPN
dad-14138	302	29	.	.	PROPN
dad-14138	302	30	,	,	PUNCT
dad-14138	302	31	2022	2022	NUM
dad-14138	302	32	)	)	PUNCT
dad-14138	302	33	,	,	PUNCT
dad-14138	302	34	a	a	DET
dad-14138	302	35	roberta	roberta	PROPN
dad-14138	302	36	model	model	NOUN
dad-14138	302	37	trained	train	VERB
dad-14138	302	38	on	on	ADP
dad-14138	302	39	124	124	NUM
dad-14138	302	40	m	m	NOUN
dad-14138	302	41	tweets	tweet	NOUN
dad-14138	302	42	from	from	ADP
dad-14138	302	43	january	january	PROPN
dad-14138	302	44	2018	2018	NUM
dad-14138	302	45	to	to	ADP
dad-14138	302	46	december	december	PROPN
dad-14138	302	47	2021	2021	NUM
dad-14138	302	48	and	and	CCONJ
dad-14138	302	49	fine	fine	ADV
dad-14138	302	50	-	-	PUNCT
dad-14138	302	51	tuned	tune	VERB
dad-14138	302	52	with	with	ADP
dad-14138	302	53	the	the	DET
dad-14138	302	54	tweeteval	tweeteval	NOUN
dad-14138	302	55	benchmark	benchmark	NOUN
dad-14138	302	56	(	(	PUNCT
dad-14138	302	57	mohammad	mohammad	PROPN
dad-14138	302	58	et	et	PROPN
dad-14138	302	59	al	al	PROPN
dad-14138	302	60	.	.	PROPN
dad-14138	302	61	,	,	PUNCT
dad-14138	302	62	2018	2018	NUM
dad-14138	302	63	)	)	PUNCT
dad-14138	302	64	.	.	PUNCT
dad-14138	303	1	the	the	DET
dad-14138	303	2	hyperparameters	hyperparameter	NOUN
dad-14138	303	3	for	for	ADP
dad-14138	303	4	the	the	DET
dad-14138	303	5	fine	fine	ADV
dad-14138	303	6	-	-	PUNCT
dad-14138	303	7	tuning	tuning	NOUN
dad-14138	303	8	of	of	ADP
dad-14138	303	9	distilroberta	distilroberta	NOUN
dad-14138	303	10	are	be	AUX
dad-14138	303	11	listed	list	VERB
dad-14138	303	12	in	in	ADP
dad-14138	303	13	table	table	NOUN
dad-14138	303	14	9	9	NUM
dad-14138	303	15	.	.	PUNCT
dad-14138	304	1	as	as	SCONJ
dad-14138	304	2	shown	show	VERB
dad-14138	304	3	in	in	ADP
dad-14138	304	4	table	table	NOUN
dad-14138	304	5	10	10	NUM
dad-14138	304	6	,	,	PUNCT
dad-14138	304	7	the	the	DET
dad-14138	304	8	sentiment	sentiment	NOUN
dad-14138	304	9	analysis	analysis	NOUN
dad-14138	304	10	results	result	NOUN
dad-14138	304	11	clearly	clearly	ADV
dad-14138	304	12	indicate	indicate	VERB
dad-14138	304	13	that	that	SCONJ
dad-14138	304	14	lufy	lufy	NOUN
dad-14138	304	15	outperformed	outperform	VERB
dad-14138	304	16	both	both	DET
dad-14138	304	17	naive	naive	ADJ
dad-14138	304	18	rag	rag	NOUN
dad-14138	304	19	and	and	CCONJ
dad-14138	304	20	memorybank	memorybank	NOUN
dad-14138	304	21	in	in	ADP
dad-14138	304	22	fostering	foster	VERB
dad-14138	304	23	positive	positive	ADJ
dad-14138	304	24	user	user	NOUN
dad-14138	304	25	experiences	experience	NOUN
dad-14138	304	26	,	,	PUNCT
dad-14138	304	27	especially	especially	ADV
dad-14138	304	28	during	during	ADP
dad-14138	304	29	longer	long	ADJ
dad-14138	304	30	interactions	interaction	NOUN
dad-14138	304	31	.	.	PUNCT
dad-14138	305	1	lufy	lufy	NOUN
dad-14138	305	2	consistently	consistently	ADV
dad-14138	305	3	achieved	achieve	VERB
dad-14138	305	4	higher	high	ADJ
dad-14138	305	5	average	average	ADJ
dad-14138	305	6	sentiment	sentiment	NOUN
dad-14138	305	7	scores	score	NOUN
dad-14138	305	8	(	(	PUNCT
dad-14138	305	9	0.50	0.50	NUM
dad-14138	305	10	)	)	PUNCT
dad-14138	305	11	,	,	PUNCT
dad-14138	305	12	demonstrating	demonstrate	VERB
dad-14138	305	13	its	its	PRON
dad-14138	305	14	ability	ability	NOUN
dad-14138	305	15	to	to	PART
dad-14138	305	16	maintain	maintain	VERB
dad-14138	305	17	a	a	DET
dad-14138	305	18	positive	positive	ADJ
dad-14138	305	19	conversational	conversational	ADJ
dad-14138	305	20	tone	tone	NOUN
dad-14138	305	21	,	,	PUNCT
dad-14138	305	22	particularly	particularly	ADV
dad-14138	305	23	evident	evident	ADJ
dad-14138	305	24	in	in	ADP
dad-14138	305	25	session	session	NOUN
dad-14138	305	26	4	4	NUM
dad-14138	305	27	where	where	SCONJ
dad-14138	305	28	its	its	PRON
dad-14138	305	29	score	score	NOUN
dad-14138	305	30	(	(	PUNCT
dad-14138	305	31	0.62	0.62	NUM
dad-14138	305	32	)	)	PUNCT
dad-14138	305	33	significantly	significantly	ADV
dad-14138	305	34	surpassed	surpass	VERB
dad-14138	305	35	those	those	PRON
dad-14138	305	36	of	of	ADP
dad-14138	305	37	naive	naive	ADJ
dad-14138	305	38	rag	rag	NOUN
dad-14138	305	39	and	and	CCONJ
dad-14138	305	40	memorybank	memorybank	NOUN
dad-14138	305	41	.	.	PUNCT
dad-14138	306	1	this	this	DET
dad-14138	306	2	trend	trend	NOUN
dad-14138	306	3	aligns	align	VERB
dad-14138	306	4	with	with	ADP
dad-14138	306	5	the	the	DET
dad-14138	306	6	subjective	subjective	ADJ
dad-14138	306	7	evaluations	evaluation	NOUN
dad-14138	306	8	,	,	PUNCT
dad-14138	306	9	highlighting	highlight	VERB
dad-14138	306	10	its	its	PRON
dad-14138	306	11	effectiveness	effectiveness	NOUN
dad-14138	306	12	in	in	ADP
dad-14138	306	13	extended	extended	ADJ
dad-14138	306	14	conversational	conversational	ADJ
dad-14138	306	15	settings	setting	NOUN
dad-14138	306	16	.	.	PUNCT
dad-14138	307	1	89	89	NUM
dad-14138	307	2	ryuichi	ryuichi	PROPN
dad-14138	307	3	sumida	sumida	PROPN
dad-14138	307	4	,	,	PUNCT
dad-14138	307	5	inoue	inoue	PROPN
dad-14138	307	6	and	and	CCONJ
dad-14138	307	7	kawahara	kawahara	NOUN
dad-14138	307	8	based	base	VERB
dad-14138	307	9	on	on	ADP
dad-14138	307	10	the	the	DET
dad-14138	307	11	following	follow	VERB
dad-14138	307	12	dialogue	dialogue	NOUN
dad-14138	307	13	,	,	PUNCT
dad-14138	307	14	evaluate	evaluate	VERB
dad-14138	307	15	and	and	CCONJ
dad-14138	307	16	score	score	VERB
dad-14138	307	17	how	how	SCONJ
dad-14138	307	18	engaging	engage	VERB
dad-14138	307	19	the	the	DET
dad-14138	307	20	user({user_name	user({user_name	NOUN
dad-14138	307	21	}	}	PUNCT
dad-14138	307	22	)	)	PUNCT
dad-14138	308	1	’s	’	VERB
dad-14138	308	2	conversation	conversation	NOUN
dad-14138	308	3	is	be	AUX
dad-14138	308	4	.	.	PUNCT
dad-14138	309	1	consider	consider	VERB
dad-14138	309	2	the	the	DET
dad-14138	309	3	following	follow	VERB
dad-14138	309	4	factors	factor	NOUN
dad-14138	309	5	:	:	PUNCT
dad-14138	310	1	1	1	X
dad-14138	310	2	.	.	X
dad-14138	310	3	the	the	DET
dad-14138	310	4	relevance	relevance	NOUN
dad-14138	310	5	of	of	ADP
dad-14138	310	6	responses	response	NOUN
dad-14138	310	7	2	2	NUM
dad-14138	310	8	.	.	NOUN
dad-14138	310	9	ability	ability	NOUN
dad-14138	310	10	to	to	PART
dad-14138	310	11	sustain	sustain	VERB
dad-14138	310	12	a	a	DET
dad-14138	310	13	conversation	conversation	NOUN
dad-14138	310	14	3	3	NUM
dad-14138	310	15	.	.	PUNCT
dad-14138	310	16	interest	interest	NOUN
dad-14138	310	17	generated	generate	VERB
dad-14138	310	18	through	through	ADP
dad-14138	310	19	their	their	PRON
dad-14138	310	20	responses	response	NOUN
dad-14138	310	21	here	here	ADV
dad-14138	310	22	is	be	AUX
dad-14138	310	23	the	the	DET
dad-14138	310	24	conversation	conversation	ADJ
dad-14138	310	25	script:{conversation_script	script:{conversation_script	PROPN
dad-14138	310	26	}	}	PUNCT
dad-14138	310	27	the	the	DET
dad-14138	310	28	score	score	NOUN
dad-14138	310	29	should	should	AUX
dad-14138	310	30	be	be	AUX
dad-14138	310	31	on	on	ADP
dad-14138	310	32	a	a	DET
dad-14138	310	33	scale	scale	NOUN
dad-14138	310	34	from	from	ADP
dad-14138	310	35	1	1	NUM
dad-14138	310	36	to	to	ADP
dad-14138	310	37	5	5	NUM
dad-14138	310	38	,	,	PUNCT
dad-14138	310	39	where	where	SCONJ
dad-14138	310	40	1	1	NUM
dad-14138	310	41	is	be	AUX
dad-14138	310	42	the	the	DET
dad-14138	310	43	lowest	low	ADJ
dad-14138	310	44	and	and	CCONJ
dad-14138	310	45	5	5	NUM
dad-14138	310	46	is	be	AUX
dad-14138	310	47	the	the	DET
dad-14138	310	48	highest	high	ADJ
dad-14138	310	49	.	.	PUNCT
dad-14138	311	1	be	be	AUX
dad-14138	311	2	sure	sure	ADJ
dad-14138	311	3	to	to	PART
dad-14138	311	4	provide	provide	VERB
dad-14138	311	5	both	both	PRON
dad-14138	311	6	a	a	DET
dad-14138	311	7	score	score	NOUN
dad-14138	311	8	and	and	CCONJ
dad-14138	311	9	a	a	DET
dad-14138	311	10	brief	brief	ADJ
dad-14138	311	11	reason	reason	NOUN
dad-14138	311	12	for	for	ADP
dad-14138	311	13	your	your	PRON
dad-14138	311	14	rating	rating	NOUN
dad-14138	311	15	.	.	PUNCT
dad-14138	312	1	figure	figure	NOUN
dad-14138	312	2	6	6	NUM
dad-14138	312	3	:	:	PUNCT
dad-14138	312	4	prompt	prompt	ADJ
dad-14138	312	5	for	for	ADP
dad-14138	312	6	estimation	estimation	NOUN
dad-14138	312	7	of	of	ADP
dad-14138	312	8	user	user	NOUN
dad-14138	312	9	experience	experience	NOUN
dad-14138	312	10	.	.	PUNCT
dad-14138	313	1	parameter	parameter	NOUN
dad-14138	313	2	value	value	NOUN
dad-14138	313	3	learning	learn	VERB
dad-14138	313	4	rate	rate	NOUN
dad-14138	313	5	2e-05	2e-05	NUM
dad-14138	313	6	train	train	NOUN
dad-14138	313	7	batch	batch	NOUN
dad-14138	313	8	size	size	NOUN
dad-14138	313	9	8	8	NUM
dad-14138	313	10	eval	eval	NOUN
dad-14138	313	11	batch	batch	NOUN
dad-14138	313	12	size	size	NOUN
dad-14138	313	13	8	8	NUM
dad-14138	313	14	seed	seed	NOUN
dad-14138	313	15	42	42	NUM
dad-14138	313	16	optimizer	optimizer	NOUN
dad-14138	313	17	adam	adam	PROPN
dad-14138	313	18	β1	β1	PROPN
dad-14138	313	19	,	,	PUNCT
dad-14138	313	20	β2	β2	NOUN
dad-14138	313	21	0.9	0.9	NUM
dad-14138	313	22	,	,	PUNCT
dad-14138	313	23	0.999	0.999	NUM
dad-14138	313	24	epsilon	epsilon	PROPN
dad-14138	313	25	1e-08	1e-08	NUM
dad-14138	313	26	lr	lr	NOUN
dad-14138	313	27	scheduler	scheduler	NOUN
dad-14138	313	28	type	type	NOUN
dad-14138	313	29	linear	linear	ADJ
dad-14138	313	30	number	number	NOUN
dad-14138	313	31	of	of	ADP
dad-14138	313	32	epochs	epoch	NOUN
dad-14138	313	33	5	5	NUM
dad-14138	313	34	table	table	NOUN
dad-14138	313	35	9	9	NUM
dad-14138	313	36	:	:	PUNCT
dad-14138	313	37	hyperparameters	hyperparameter	NOUN
dad-14138	313	38	used	use	VERB
dad-14138	313	39	for	for	ADP
dad-14138	313	40	fine	fine	ADV
dad-14138	313	41	-	-	PUNCT
dad-14138	313	42	tuning	tuning	NOUN
dad-14138	313	43	of	of	ADP
dad-14138	313	44	distilroberta	distilroberta	NOUN
dad-14138	313	45	system	system	NOUN
dad-14138	313	46	s1	s1	PROPN
dad-14138	313	47	s2	s2	PROPN
dad-14138	313	48	s3	s3	PROPN
dad-14138	313	49	s4	s4	PROPN
dad-14138	313	50	avg	avg	PROPN
dad-14138	313	51	.	.	PUNCT
dad-14138	314	1	naive	naive	ADJ
dad-14138	314	2	rag	rag	NOUN
dad-14138	314	3	(	(	PUNCT
dad-14138	314	4	0.58	0.58	NUM
dad-14138	314	5	)	)	PUNCT
dad-14138	314	6	0.51	0.51	NUM
dad-14138	314	7	0.38	0.38	NUM
dad-14138	314	8	0.32	0.32	NUM
dad-14138	314	9	0.40	0.40	NUM
dad-14138	314	10	memorybank	memorybank	NOUN
dad-14138	314	11	(	(	PUNCT
dad-14138	314	12	0.58	0.58	NUM
dad-14138	314	13	)	)	PUNCT
dad-14138	314	14	0.47	0.47	NUM
dad-14138	314	15	0.34	0.34	NUM
dad-14138	314	16	0.30	0.30	NUM
dad-14138	314	17	0.38	0.38	NUM
dad-14138	314	18	lufy	lufy	NOUN
dad-14138	314	19	(	(	PUNCT
dad-14138	314	20	0.58	0.58	NUM
dad-14138	314	21	)	)	PUNCT
dad-14138	314	22	0.43	0.43	NUM
dad-14138	314	23	0.45	0.45	NUM
dad-14138	314	24	0.62†	0.62†	NUM
dad-14138	314	25	0.50†	0.50†	PROPN
dad-14138	314	26	table	table	NOUN
dad-14138	314	27	10	10	NUM
dad-14138	314	28	:	:	PUNCT
dad-14138	314	29	sentiment	sentiment	NOUN
dad-14138	314	30	analysis	analysis	NOUN
dad-14138	314	31	results	result	NOUN
dad-14138	314	32	:	:	PUNCT
dad-14138	314	33	average	average	ADJ
dad-14138	314	34	rating	rating	NOUN
dad-14138	314	35	of	of	ADP
dad-14138	314	36	user	user	NOUN
dad-14138	314	37	utterances	utterance	NOUN
dad-14138	314	38	(	(	PUNCT
dad-14138	314	39	+1	+1	NOUN
dad-14138	314	40	=	=	SYM
dad-14138	314	41	positive	positive	ADJ
dad-14138	314	42	,	,	PUNCT
dad-14138	314	43	0	0	NUM
dad-14138	314	44	=	=	SYM
dad-14138	314	45	neutral	neutral	ADJ
dad-14138	314	46	,	,	PUNCT
dad-14138	314	47	-1	-1	PUNCT
dad-14138	314	48	=	=	SYM
dad-14138	314	49	negative	negative	ADJ
dad-14138	314	50	)	)	PUNCT
dad-14138	314	51	.	.	PUNCT
dad-14138	315	1	†	†	PROPN
dad-14138	315	2	indicates	indicate	VERB
dad-14138	315	3	statistically	statistically	ADV
dad-14138	315	4	significant	significant	ADJ
dad-14138	315	5	improvement	improvement	NOUN
dad-14138	315	6	over	over	ADP
dad-14138	315	7	both	both	DET
dad-14138	315	8	other	other	ADJ
dad-14138	315	9	methods	method	NOUN
dad-14138	315	10	.	.	PUNCT
dad-14138	316	1	while	while	SCONJ
dad-14138	316	2	sentiment	sentiment	NOUN
dad-14138	316	3	analysis	analysis	NOUN
dad-14138	316	4	provides	provide	VERB
dad-14138	316	5	valuable	valuable	ADJ
dad-14138	316	6	insights	insight	NOUN
dad-14138	316	7	into	into	ADP
dad-14138	316	8	the	the	DET
dad-14138	316	9	emotional	emotional	ADJ
dad-14138	316	10	tone	tone	NOUN
dad-14138	316	11	of	of	ADP
dad-14138	316	12	user	user	NOUN
dad-14138	316	13	utterances	utterance	NOUN
dad-14138	316	14	,	,	PUNCT
dad-14138	316	15	we	we	PRON
dad-14138	316	16	acknowledge	acknowledge	VERB
dad-14138	316	17	that	that	SCONJ
dad-14138	316	18	it	it	PRON
dad-14138	316	19	does	do	AUX
dad-14138	316	20	not	not	PART
dad-14138	316	21	capture	capture	VERB
dad-14138	316	22	the	the	DET
dad-14138	316	23	full	full	ADJ
dad-14138	316	24	nuance	nuance	NOUN
dad-14138	316	25	of	of	ADP
dad-14138	316	26	user	user	NOUN
dad-14138	316	27	experience	experience	NOUN
dad-14138	316	28	.	.	PUNCT
dad-14138	317	1	in	in	ADP
dad-14138	317	2	particular	particular	ADJ
dad-14138	317	3	,	,	PUNCT
dad-14138	317	4	conversations	conversation	NOUN
dad-14138	317	5	involving	involve	VERB
dad-14138	317	6	argumentation	argumentation	NOUN
dad-14138	317	7	or	or	CCONJ
dad-14138	317	8	critical	critical	ADJ
dad-14138	317	9	reflection	reflection	NOUN
dad-14138	317	10	may	may	AUX
dad-14138	317	11	contain	contain	VERB
dad-14138	317	12	negative	negative	ADJ
dad-14138	317	13	sentiment	sentiment	NOUN
dad-14138	317	14	while	while	SCONJ
dad-14138	317	15	still	still	ADV
dad-14138	317	16	being	be	AUX
dad-14138	317	17	engaging	engage	VERB
dad-14138	317	18	,	,	PUNCT
dad-14138	317	19	constructive	constructive	ADJ
dad-14138	317	20	,	,	PUNCT
dad-14138	317	21	and	and	CCONJ
dad-14138	317	22	intellectually	intellectually	ADV
dad-14138	317	23	stimulating	stimulating	ADJ
dad-14138	317	24	.	.	PUNCT
dad-14138	318	1	therefore	therefore	ADV
dad-14138	318	2	,	,	PUNCT
dad-14138	318	3	we	we	PRON
dad-14138	318	4	do	do	AUX
dad-14138	318	5	not	not	PART
dad-14138	318	6	treat	treat	VERB
dad-14138	318	7	sentiment	sentiment	NOUN
dad-14138	318	8	scores	score	NOUN
dad-14138	318	9	as	as	ADP
dad-14138	318	10	a	a	DET
dad-14138	318	11	standalone	standalone	ADJ
dad-14138	318	12	measure	measure	NOUN
dad-14138	318	13	of	of	ADP
dad-14138	318	14	user	user	NOUN
dad-14138	318	15	satisfaction	satisfaction	NOUN
dad-14138	318	16	or	or	CCONJ
dad-14138	318	17	engagement	engagement	NOUN
dad-14138	318	18	.	.	PUNCT
dad-14138	319	1	instead	instead	ADV
dad-14138	319	2	,	,	PUNCT
dad-14138	319	3	we	we	PRON
dad-14138	319	4	use	use	VERB
dad-14138	319	5	sentiment	sentiment	NOUN
dad-14138	319	6	analysis	analysis	NOUN
dad-14138	319	7	as	as	ADP
dad-14138	319	8	90	90	NUM
dad-14138	319	9	enhancing	enhance	VERB
dad-14138	319	10	long	long	ADJ
dad-14138	319	11	-	-	PUNCT
dad-14138	319	12	term	term	NOUN
dad-14138	319	13	rag	rag	NOUN
dad-14138	319	14	chatbots	chatbot	NOUN
dad-14138	319	15	with	with	ADP
dad-14138	319	16	psychological	psychological	ADJ
dad-14138	319	17	models	model	NOUN
dad-14138	319	18	precision	precision	NOUN
dad-14138	319	19	recall	recall	NOUN
dad-14138	319	20	f1	f1	PROPN
dad-14138	319	21	score	score	NOUN
dad-14138	319	22	system	system	NOUN
dad-14138	319	23	s1	s1	PROPN
dad-14138	319	24	s2	s2	PROPN
dad-14138	319	25	s3	s3	PROPN
dad-14138	319	26	s4	s4	PROPN
dad-14138	319	27	avg	avg	PROPN
dad-14138	319	28	.	.	PUNCT
dad-14138	320	1	s1	s1	PROPN
dad-14138	320	2	s2	s2	PROPN
dad-14138	320	3	s3	s3	PROPN
dad-14138	320	4	s4	s4	PROPN
dad-14138	320	5	avg	avg	PROPN
dad-14138	320	6	.	.	PUNCT
dad-14138	321	1	s1	s1	PROPN
dad-14138	321	2	s2	s2	PROPN
dad-14138	321	3	s3	s3	PROPN
dad-14138	321	4	s4	s4	PROPN
dad-14138	321	5	avg	avg	PROPN
dad-14138	321	6	.	.	PUNCT
dad-14138	322	1	naive	naive	ADJ
dad-14138	322	2	rag	rag	NOUN
dad-14138	322	3	75.6	75.6	NUM
dad-14138	322	4	69.6	69.6	NUM
dad-14138	322	5	74.2	74.2	NUM
dad-14138	322	6	69.9	69.9	NUM
dad-14138	322	7	72.3	72.3	NUM
dad-14138	322	8	60.8	60.8	NUM
dad-14138	322	9	51.0	51.0	NUM
dad-14138	322	10	51.6	51.6	NUM
dad-14138	322	11	46.6	46.6	NUM
dad-14138	322	12	52.5	52.5	NUM
dad-14138	322	13	67.4	67.4	NUM
dad-14138	322	14	58.9	58.9	NUM
dad-14138	322	15	60.9	60.9	NUM
dad-14138	322	16	55.9	55.9	NUM
dad-14138	322	17	60.8	60.8	NUM
dad-14138	322	18	memorybank	memorybank	NOUN
dad-14138	322	19	63.6	63.6	NUM
dad-14138	322	20	50.7	50.7	NUM
dad-14138	322	21	57.4	57.4	NUM
dad-14138	322	22	64.6	64.6	NUM
dad-14138	322	23	59.1	59.1	NUM
dad-14138	322	24	41.2	41.2	NUM
dad-14138	322	25	29.4	29.4	NUM
dad-14138	322	26	30.7	30.7	NUM
dad-14138	322	27	31.9	31.9	NUM
dad-14138	322	28	33.3	33.3	NUM
dad-14138	322	29	50.0	50.0	NUM
dad-14138	322	30	37.2	37.2	NUM
dad-14138	322	31	40.0	40.0	NUM
dad-14138	322	32	42.7	42.7	NUM
dad-14138	322	33	42.5	42.5	NUM
dad-14138	322	34	lufy	lufy	NOUN
dad-14138	322	35	80.0	80.0	NUM
dad-14138	322	36	86.9	86.9	NUM
dad-14138	322	37	86.8	86.8	NUM
dad-14138	322	38	86.6	86.6	NUM
dad-14138	322	39	85.1	85.1	NUM
dad-14138	322	40	54.9	54.9	NUM
dad-14138	322	41	51.0	51.0	NUM
dad-14138	322	42	38.6	38.6	NUM
dad-14138	322	43	35.3	35.3	NUM
dad-14138	322	44	44.9	44.9	NUM
dad-14138	322	45	65.1	65.1	NUM
dad-14138	322	46	64.3	64.3	NUM
dad-14138	322	47	53.4	53.4	NUM
dad-14138	322	48	50.2	50.2	NUM
dad-14138	322	49	58.3	58.3	NUM
dad-14138	322	50	table	table	NOUN
dad-14138	322	51	11	11	NUM
dad-14138	322	52	:	:	PUNCT
dad-14138	322	53	comparison	comparison	NOUN
dad-14138	322	54	of	of	ADP
dad-14138	322	55	precision	precision	NOUN
dad-14138	322	56	,	,	PUNCT
dad-14138	322	57	recall	recall	NOUN
dad-14138	322	58	,	,	PUNCT
dad-14138	322	59	and	and	CCONJ
dad-14138	322	60	f1	f1	NOUN
dad-14138	322	61	score	score	NOUN
dad-14138	322	62	for	for	ADP
dad-14138	322	63	different	different	ADJ
dad-14138	322	64	systems	system	NOUN
dad-14138	322	65	and	and	CCONJ
dad-14138	322	66	sessions	session	NOUN
dad-14138	322	67	.	.	PUNCT
dad-14138	323	1	each	each	DET
dad-14138	323	2	value	value	NOUN
dad-14138	323	3	reflects	reflect	VERB
dad-14138	323	4	performance	performance	NOUN
dad-14138	323	5	on	on	ADP
dad-14138	323	6	the	the	DET
dad-14138	323	7	full	full	ADJ
dad-14138	323	8	set	set	NOUN
dad-14138	323	9	of	of	ADP
dad-14138	323	10	questions	question	NOUN
dad-14138	323	11	encountered	encounter	VERB
dad-14138	323	12	up	up	ADP
dad-14138	323	13	to	to	ADP
dad-14138	323	14	that	that	DET
dad-14138	323	15	session	session	NOUN
dad-14138	323	16	.	.	PUNCT
dad-14138	324	1	for	for	ADP
dad-14138	324	2	example	example	NOUN
dad-14138	324	3	,	,	PUNCT
dad-14138	324	4	recall	recall	VERB
dad-14138	324	5	in	in	ADP
dad-14138	324	6	s3	s3	PROPN
dad-14138	324	7	measures	measure	NOUN
dad-14138	324	8	the	the	DET
dad-14138	324	9	model	model	NOUN
dad-14138	324	10	’s	’s	PART
dad-14138	324	11	ability	ability	NOUN
dad-14138	324	12	to	to	PART
dad-14138	324	13	correctly	correctly	ADV
dad-14138	324	14	answer	answer	VERB
dad-14138	324	15	questions	question	NOUN
dad-14138	324	16	from	from	ADP
dad-14138	324	17	sessions	session	NOUN
dad-14138	324	18	1	1	NUM
dad-14138	324	19	through	through	ADP
dad-14138	324	20	3	3	NUM
dad-14138	324	21	at	at	ADP
dad-14138	324	22	the	the	DET
dad-14138	324	23	end	end	NOUN
dad-14138	324	24	of	of	ADP
dad-14138	324	25	session	session	NOUN
dad-14138	324	26	3	3	NUM
dad-14138	324	27	.	.	PUNCT
dad-14138	325	1	a	a	DET
dad-14138	325	2	complementary	complementary	ADJ
dad-14138	325	3	signal	signal	NOUN
dad-14138	325	4	to	to	ADP
dad-14138	325	5	the	the	DET
dad-14138	325	6	subjective	subjective	ADJ
dad-14138	325	7	human	human	ADJ
dad-14138	325	8	evaluations	evaluation	NOUN
dad-14138	325	9	and	and	CCONJ
dad-14138	325	10	llm	llm	ADV
dad-14138	325	11	-	-	PUNCT
dad-14138	325	12	based	base	VERB
dad-14138	325	13	scoring	scoring	NOUN
dad-14138	325	14	,	,	PUNCT
dad-14138	325	15	which	which	PRON
dad-14138	325	16	are	be	AUX
dad-14138	325	17	better	well	ADV
dad-14138	325	18	suited	suited	ADJ
dad-14138	325	19	to	to	PART
dad-14138	325	20	capture	capture	VERB
dad-14138	325	21	the	the	DET
dad-14138	325	22	broader	broad	ADJ
dad-14138	325	23	context	context	NOUN
dad-14138	325	24	and	and	CCONJ
dad-14138	325	25	qualitative	qualitative	ADJ
dad-14138	325	26	aspects	aspect	NOUN
dad-14138	325	27	of	of	ADP
dad-14138	325	28	the	the	DET
dad-14138	325	29	interaction	interaction	NOUN
dad-14138	325	30	.	.	PUNCT
dad-14138	326	1	summary	summary	NOUN
dad-14138	326	2	of	of	ADP
dad-14138	326	3	results	result	NOUN
dad-14138	326	4	in	in	ADP
dad-14138	326	5	summary	summary	NOUN
dad-14138	326	6	,	,	PUNCT
dad-14138	326	7	the	the	DET
dad-14138	326	8	subjective	subjective	ADJ
dad-14138	326	9	evaluations	evaluation	NOUN
dad-14138	326	10	,	,	PUNCT
dad-14138	326	11	llm	llm	NOUN
dad-14138	326	12	-	-	PUNCT
dad-14138	326	13	based	base	VERB
dad-14138	326	14	ratings	rating	NOUN
dad-14138	326	15	,	,	PUNCT
dad-14138	326	16	and	and	CCONJ
dad-14138	326	17	sentiment	sentiment	NOUN
dad-14138	326	18	analysis	analysis	NOUN
dad-14138	326	19	provide	provide	VERB
dad-14138	326	20	a	a	DET
dad-14138	326	21	consistent	consistent	ADJ
dad-14138	326	22	picture	picture	NOUN
dad-14138	326	23	:	:	PUNCT
dad-14138	326	24	lufy	lufy	NOUN
dad-14138	326	25	excels	excel	NOUN
dad-14138	326	26	in	in	ADP
dad-14138	326	27	delivering	deliver	VERB
dad-14138	326	28	sustained	sustain	VERB
dad-14138	326	29	,	,	PUNCT
dad-14138	326	30	personalized	personalized	ADJ
dad-14138	326	31	,	,	PUNCT
dad-14138	326	32	and	and	CCONJ
dad-14138	326	33	engaging	engage	VERB
dad-14138	326	34	user	user	NOUN
dad-14138	326	35	experiences	experience	NOUN
dad-14138	326	36	,	,	PUNCT
dad-14138	326	37	particularly	particularly	ADV
dad-14138	326	38	in	in	ADP
dad-14138	326	39	longer	long	ADJ
dad-14138	326	40	interactions	interaction	NOUN
dad-14138	326	41	.	.	PUNCT
dad-14138	327	1	across	across	ADP
dad-14138	327	2	all	all	DET
dad-14138	327	3	three	three	NUM
dad-14138	327	4	evaluation	evaluation	NOUN
dad-14138	327	5	methods	method	NOUN
dad-14138	327	6	,	,	PUNCT
dad-14138	327	7	lufy	lufy	NOUN
dad-14138	327	8	achieved	achieve	VERB
dad-14138	327	9	the	the	DET
dad-14138	327	10	highest	high	ADJ
dad-14138	327	11	scores	score	NOUN
dad-14138	327	12	,	,	PUNCT
dad-14138	327	13	most	most	ADV
dad-14138	327	14	notably	notably	ADV
dad-14138	327	15	in	in	ADP
dad-14138	327	16	session	session	NOUN
dad-14138	327	17	4	4	NUM
dad-14138	327	18	,	,	PUNCT
dad-14138	327	19	where	where	SCONJ
dad-14138	327	20	both	both	DET
dad-14138	327	21	naive	naive	ADJ
dad-14138	327	22	rag	rag	NOUN
dad-14138	327	23	and	and	CCONJ
dad-14138	327	24	memorybank	memorybank	NOUN
dad-14138	327	25	exhibited	exhibit	VERB
dad-14138	327	26	significant	significant	ADJ
dad-14138	327	27	performance	performance	NOUN
dad-14138	327	28	drops	drop	NOUN
dad-14138	327	29	.	.	PUNCT
dad-14138	328	1	in	in	ADP
dad-14138	328	2	contrast	contrast	NOUN
dad-14138	328	3	,	,	PUNCT
dad-14138	328	4	lufy	lufy	NOUN
dad-14138	328	5	maintained	maintain	VERB
dad-14138	328	6	stable	stable	ADJ
dad-14138	328	7	and	and	CCONJ
dad-14138	328	8	positive	positive	ADJ
dad-14138	328	9	engagement	engagement	NOUN
dad-14138	328	10	.	.	PUNCT
dad-14138	329	1	while	while	SCONJ
dad-14138	329	2	naive	naive	ADJ
dad-14138	329	3	rag	rag	NOUN
dad-14138	329	4	and	and	CCONJ
dad-14138	329	5	memorybank	memorybank	NOUN
dad-14138	329	6	performed	perform	VERB
dad-14138	329	7	comparably	comparably	ADV
dad-14138	329	8	to	to	ADP
dad-14138	329	9	each	each	DET
dad-14138	329	10	other	other	ADJ
dad-14138	329	11	,	,	PUNCT
dad-14138	329	12	their	their	PRON
dad-14138	329	13	reliance	reliance	NOUN
dad-14138	329	14	on	on	ADP
dad-14138	329	15	cosine	cosine	NOUN
dad-14138	329	16	similarity	similarity	NOUN
dad-14138	329	17	for	for	ADP
dad-14138	329	18	memory	memory	NOUN
dad-14138	329	19	retrieval	retrieval	NOUN
dad-14138	329	20	and	and	CCONJ
dad-14138	329	21	the	the	DET
dad-14138	329	22	limitations	limitation	NOUN
dad-14138	329	23	of	of	ADP
dad-14138	329	24	memorybank	memorybank	PROPN
dad-14138	329	25	’s	’s	PART
dad-14138	329	26	forgetting	forget	VERB
dad-14138	329	27	mechanism	mechanism	NOUN
dad-14138	329	28	appear	appear	VERB
dad-14138	329	29	to	to	PART
dad-14138	329	30	limit	limit	VERB
dad-14138	329	31	their	their	PRON
dad-14138	329	32	ability	ability	NOUN
dad-14138	329	33	to	to	PART
dad-14138	329	34	support	support	VERB
dad-14138	329	35	coherent	coherent	ADJ
dad-14138	329	36	long	long	ADJ
dad-14138	329	37	-	-	PUNCT
dad-14138	329	38	form	form	NOUN
dad-14138	329	39	conversations	conversation	NOUN
dad-14138	329	40	.	.	PUNCT
dad-14138	330	1	these	these	DET
dad-14138	330	2	findings	finding	NOUN
dad-14138	330	3	strongly	strongly	ADV
dad-14138	330	4	suggest	suggest	VERB
dad-14138	330	5	that	that	SCONJ
dad-14138	330	6	lufy	lufy	NOUN
dad-14138	330	7	’s	’s	PART
dad-14138	330	8	use	use	NOUN
dad-14138	330	9	of	of	ADP
dad-14138	330	10	an	an	DET
dad-14138	330	11	importance	importance	NOUN
dad-14138	330	12	-	-	PUNCT
dad-14138	330	13	based	base	VERB
dad-14138	330	14	forgetting	forgetting	NOUN
dad-14138	330	15	mechanism	mechanism	NOUN
dad-14138	330	16	,	,	PUNCT
dad-14138	330	17	combined	combine	VERB
dad-14138	330	18	with	with	ADP
dad-14138	330	19	importanceaware	importanceaware	NOUN
dad-14138	330	20	memory	memory	NOUN
dad-14138	330	21	retrieval	retrieval	NOUN
dad-14138	330	22	,	,	PUNCT
dad-14138	330	23	is	be	AUX
dad-14138	330	24	effective	effective	ADJ
dad-14138	330	25	for	for	ADP
dad-14138	330	26	improving	improve	VERB
dad-14138	330	27	chatbot	chatbot	NOUN
dad-14138	330	28	quality	quality	NOUN
dad-14138	330	29	in	in	ADP
dad-14138	330	30	extended	extended	ADJ
dad-14138	330	31	interactions	interaction	NOUN
dad-14138	330	32	.	.	PUNCT
dad-14138	331	1	5.4	5.4	NUM
dad-14138	331	2	in	in	ADP
dad-14138	331	3	-	-	PUNCT
dad-14138	331	4	depth	depth	NOUN
dad-14138	331	5	analysis	analysis	NOUN
dad-14138	331	6	evaluations	evaluation	NOUN
dad-14138	331	7	with	with	ADP
dad-14138	331	8	qa	qa	PROPN
dad-14138	331	9	pairs	pair	NOUN
dad-14138	331	10	we	we	PRON
dad-14138	331	11	assessed	assess	VERB
dad-14138	331	12	the	the	DET
dad-14138	331	13	models	model	NOUN
dad-14138	331	14	’	'	PUNCT
dad-14138	331	15	ability	ability	NOUN
dad-14138	331	16	to	to	PART
dad-14138	331	17	remember	remember	VERB
dad-14138	331	18	using	use	VERB
dad-14138	331	19	the	the	DET
dad-14138	331	20	qa	qa	PROPN
dad-14138	331	21	pairs	pair	NOUN
dad-14138	331	22	collected	collect	VERB
dad-14138	331	23	in	in	ADP
dad-14138	331	24	the	the	DET
dad-14138	331	25	user	user	NOUN
dad-14138	331	26	experiment	experiment	NOUN
dad-14138	331	27	.	.	PUNCT
dad-14138	332	1	after	after	ADP
dad-14138	332	2	each	each	DET
dad-14138	332	3	session	session	NOUN
dad-14138	332	4	—	—	PUNCT
dad-14138	332	5	and	and	CCONJ
dad-14138	332	6	,	,	PUNCT
dad-14138	332	7	for	for	ADP
dad-14138	332	8	memorybank	memorybank	NOUN
dad-14138	332	9	and	and	CCONJ
dad-14138	332	10	lufy	lufy	PROPN
dad-14138	332	11	,	,	PUNCT
dad-14138	332	12	also	also	ADV
dad-14138	332	13	after	after	ADP
dad-14138	332	14	their	their	PRON
dad-14138	332	15	respective	respective	ADJ
dad-14138	332	16	forgetting	forgetting	NOUN
dad-14138	332	17	processes	process	NOUN
dad-14138	332	18	(	(	PUNCT
dad-14138	332	19	naive	naive	ADJ
dad-14138	332	20	rag	rag	NOUN
dad-14138	332	21	does	do	AUX
dad-14138	332	22	not	not	PART
dad-14138	332	23	include	include	VERB
dad-14138	332	24	a	a	DET
dad-14138	332	25	forgetting	forget	VERB
dad-14138	332	26	process	process	NOUN
dad-14138	332	27	)	)	PUNCT
dad-14138	332	28	—	—	PUNCT
dad-14138	332	29	we	we	PRON
dad-14138	332	30	asked	ask	VERB
dad-14138	332	31	each	each	DET
dad-14138	332	32	model	model	NOUN
dad-14138	332	33	the	the	DET
dad-14138	332	34	full	full	ADJ
dad-14138	332	35	set	set	NOUN
dad-14138	332	36	of	of	ADP
dad-14138	332	37	questions	question	NOUN
dad-14138	332	38	accumulated	accumulate	VERB
dad-14138	332	39	up	up	ADP
dad-14138	332	40	to	to	ADP
dad-14138	332	41	that	that	DET
dad-14138	332	42	point	point	NOUN
dad-14138	332	43	and	and	CCONJ
dad-14138	332	44	calculated	calculated	ADJ
dad-14138	332	45	precision	precision	NOUN
dad-14138	332	46	,	,	PUNCT
dad-14138	332	47	recall	recall	NOUN
dad-14138	332	48	,	,	PUNCT
dad-14138	332	49	and	and	CCONJ
dad-14138	332	50	f1	f1	NOUN
dad-14138	332	51	score	score	NOUN
dad-14138	332	52	based	base	VERB
dad-14138	332	53	on	on	ADP
dad-14138	332	54	its	its	PRON
dad-14138	332	55	responses	response	NOUN
dad-14138	332	56	.	.	PUNCT
dad-14138	333	1	to	to	PART
dad-14138	333	2	ensure	ensure	VERB
dad-14138	333	3	consistency	consistency	NOUN
dad-14138	333	4	and	and	CCONJ
dad-14138	333	5	objectivity	objectivity	NOUN
dad-14138	333	6	,	,	PUNCT
dad-14138	333	7	responses	response	NOUN
dad-14138	333	8	were	be	AUX
dad-14138	333	9	scored	score	VERB
dad-14138	333	10	by	by	ADP
dad-14138	333	11	gpt-4o	gpt-4o	PROPN
dad-14138	333	12	,	,	PUNCT
dad-14138	333	13	an	an	DET
dad-14138	333	14	llm	llm	NOUN
dad-14138	333	15	.	.	PUNCT
dad-14138	334	1	the	the	DET
dad-14138	334	2	exact	exact	ADJ
dad-14138	334	3	prompt	prompt	NOUN
dad-14138	334	4	used	use	VERB
dad-14138	334	5	for	for	ADP
dad-14138	334	6	evaluation	evaluation	NOUN
dad-14138	334	7	is	be	AUX
dad-14138	334	8	detailed	detail	VERB
dad-14138	334	9	in	in	ADP
dad-14138	334	10	appendix	appendix	ADJ
dad-14138	334	11	c.1	c.1	NOUN
dad-14138	334	12	.	.	PUNCT
dad-14138	335	1	summary	summary	NOUN
dad-14138	335	2	results	result	NOUN
dad-14138	335	3	are	be	AUX
dad-14138	335	4	presented	present	VERB
dad-14138	335	5	in	in	ADP
dad-14138	335	6	table	table	NOUN
dad-14138	335	7	11	11	NUM
dad-14138	335	8	,	,	PUNCT
dad-14138	335	9	while	while	SCONJ
dad-14138	335	10	the	the	DET
dad-14138	335	11	full	full	ADJ
dad-14138	335	12	set	set	NOUN
dad-14138	335	13	of	of	ADP
dad-14138	335	14	results	result	NOUN
dad-14138	335	15	is	be	AUX
dad-14138	335	16	available	available	ADJ
dad-14138	335	17	in	in	ADP
dad-14138	335	18	appendix	appendix	PROPN
dad-14138	335	19	f.	f.	PROPN
dad-14138	335	20	naive	naive	ADJ
dad-14138	335	21	rag	rag	NOUN
dad-14138	335	22	achieved	achieve	VERB
dad-14138	335	23	the	the	DET
dad-14138	335	24	highest	high	ADJ
dad-14138	335	25	recall	recall	NOUN
dad-14138	335	26	overall	overall	ADV
dad-14138	335	27	,	,	PUNCT
dad-14138	335	28	because	because	SCONJ
dad-14138	335	29	of	of	ADP
dad-14138	335	30	its	its	PRON
dad-14138	335	31	lack	lack	NOUN
dad-14138	335	32	of	of	ADP
dad-14138	335	33	a	a	DET
dad-14138	335	34	forgetting	forget	VERB
dad-14138	335	35	mechanism	mechanism	NOUN
dad-14138	335	36	.	.	PUNCT
dad-14138	336	1	however	however	ADV
dad-14138	336	2	,	,	PUNCT
dad-14138	336	3	this	this	PRON
dad-14138	336	4	came	come	VERB
dad-14138	336	5	at	at	ADP
dad-14138	336	6	the	the	DET
dad-14138	336	7	cost	cost	NOUN
dad-14138	336	8	of	of	ADP
dad-14138	336	9	lower	low	ADJ
dad-14138	336	10	precision	precision	NOUN
dad-14138	336	11	compared	compare	VERB
dad-14138	336	12	to	to	ADP
dad-14138	336	13	lufy	lufy	ADV
dad-14138	336	14	,	,	PUNCT
dad-14138	336	15	suggesting	suggest	VERB
dad-14138	336	16	that	that	SCONJ
dad-14138	336	17	it	it	PRON
dad-14138	336	18	retrieved	retrieve	VERB
dad-14138	336	19	more	more	ADV
dad-14138	336	20	irrelevant	irrelevant	ADJ
dad-14138	336	21	or	or	CCONJ
dad-14138	336	22	outdated	outdated	ADJ
dad-14138	336	23	information	information	NOUN
dad-14138	336	24	.	.	PUNCT
dad-14138	337	1	lufy	lufy	NOUN
dad-14138	337	2	outperformed	outperform	VERB
dad-14138	337	3	both	both	DET
dad-14138	337	4	naive	naive	ADJ
dad-14138	337	5	rag	rag	NOUN
dad-14138	337	6	and	and	CCONJ
dad-14138	337	7	memorybank	memorybank	NOUN
dad-14138	337	8	in	in	ADP
dad-14138	337	9	precision	precision	NOUN
dad-14138	337	10	,	,	PUNCT
dad-14138	337	11	and	and	CCONJ
dad-14138	337	12	surpassed	surpass	VERB
dad-14138	337	13	memorybank	memorybank	NOUN
dad-14138	337	14	across	across	ADP
dad-14138	337	15	all	all	DET
dad-14138	337	16	metrics	metric	NOUN
dad-14138	337	17	in	in	ADP
dad-14138	337	18	all	all	DET
dad-14138	337	19	sessions	session	NOUN
dad-14138	337	20	,	,	PUNCT
dad-14138	337	21	indicating	indicate	VERB
dad-14138	337	22	a	a	DET
dad-14138	337	23	more	more	ADV
dad-14138	337	24	effective	effective	ADJ
dad-14138	337	25	method	method	NOUN
dad-14138	337	26	of	of	ADP
dad-14138	337	27	measuring	measure	VERB
dad-14138	337	28	importance	importance	NOUN
dad-14138	337	29	than	than	ADP
dad-14138	337	30	memorybank	memorybank	NOUN
dad-14138	337	31	.	.	PUNCT
dad-14138	338	1	memory	memory	NOUN
dad-14138	338	2	matching	matching	NOUN
dad-14138	338	3	rate	rate	NOUN
dad-14138	338	4	to	to	PART
dad-14138	338	5	evaluate	evaluate	VERB
dad-14138	338	6	how	how	SCONJ
dad-14138	338	7	closely	closely	ADV
dad-14138	338	8	system	system	NOUN
dad-14138	338	9	-	-	PUNCT
dad-14138	338	10	selected	select	VERB
dad-14138	338	11	memories	memory	NOUN
dad-14138	338	12	align	align	VERB
dad-14138	338	13	with	with	ADP
dad-14138	338	14	human	human	ADJ
dad-14138	338	15	judgments	judgment	NOUN
dad-14138	338	16	,	,	PUNCT
dad-14138	338	17	we	we	PRON
dad-14138	338	18	measure	measure	VERB
dad-14138	338	19	the	the	DET
dad-14138	338	20	average	average	ADJ
dad-14138	338	21	pairwise	pairwise	NOUN
dad-14138	338	22	agreement	agreement	NOUN
dad-14138	338	23	between	between	ADP
dad-14138	338	24	each	each	DET
dad-14138	338	25	system	system	NOUN
dad-14138	338	26	and	and	CCONJ
dad-14138	338	27	individual	individual	ADJ
dad-14138	338	28	human	human	ADJ
dad-14138	338	29	annotators	annotator	NOUN
dad-14138	338	30	.	.	PUNCT
dad-14138	339	1	for	for	ADP
dad-14138	339	2	each	each	DET
dad-14138	339	3	session	session	NOUN
dad-14138	339	4	,	,	PUNCT
dad-14138	339	5	we	we	PRON
dad-14138	339	6	compare	compare	VERB
dad-14138	339	7	the	the	DET
dad-14138	339	8	binary	binary	ADJ
dad-14138	339	9	importance	importance	NOUN
dad-14138	339	10	labels	label	NOUN
dad-14138	339	11	produced	produce	VERB
dad-14138	339	12	by	by	ADP
dad-14138	339	13	the	the	DET
dad-14138	339	14	model	model	NOUN
dad-14138	339	15	with	with	ADP
dad-14138	339	16	91	91	NUM
dad-14138	339	17	ryuichi	ryuichi	PROPN
dad-14138	339	18	sumida	sumida	PROPN
dad-14138	339	19	,	,	PUNCT
dad-14138	339	20	inoue	inoue	PROPN
dad-14138	339	21	and	and	CCONJ
dad-14138	339	22	kawahara	kawahara	PROPN
dad-14138	339	23	important	important	ADJ
dad-14138	339	24	memories	memory	NOUN
dad-14138	339	25	system	system	NOUN
dad-14138	339	26	s1	s1	PROPN
dad-14138	339	27	s2	s2	PROPN
dad-14138	339	28	s3	s3	PROPN
dad-14138	339	29	s4	s4	PROPN
dad-14138	339	30	avg	avg	PROPN
dad-14138	339	31	.	.	PROPN
dad-14138	340	1	memorybank	memorybank	PROPN
dad-14138	340	2	19.4	19.4	NUM
dad-14138	340	3	8.8	8.8	NUM
dad-14138	340	4	14.3	14.3	NUM
dad-14138	340	5	15.3	15.3	NUM
dad-14138	340	6	14.4	14.4	NUM
dad-14138	340	7	lufy	lufy	NOUN
dad-14138	340	8	19.4	19.4	NUM
dad-14138	340	9	16.3	16.3	NUM
dad-14138	340	10	24.4	24.4	NUM
dad-14138	340	11	10.1	10.1	NUM
dad-14138	340	12	17.6	17.6	NUM
dad-14138	340	13	(	(	PUNCT
dad-14138	340	14	random	random	ADJ
dad-14138	340	15	)	)	PUNCT
dad-14138	340	16	13.1	13.1	NUM
dad-14138	340	17	10.0	10.0	NUM
dad-14138	340	18	10.6	10.6	NUM
dad-14138	340	19	11.1	11.1	NUM
dad-14138	340	20	11.2	11.2	NUM
dad-14138	340	21	(	(	PUNCT
dad-14138	340	22	annotators	annotator	NOUN
dad-14138	340	23	)	)	PUNCT
dad-14138	340	24	18.3	18.3	NUM
dad-14138	340	25	26.1	26.1	NUM
dad-14138	340	26	23.5	23.5	NUM
dad-14138	340	27	24.2	24.2	NUM
dad-14138	340	28	23.0	23.0	NUM
dad-14138	340	29	table	table	NOUN
dad-14138	340	30	12	12	NUM
dad-14138	340	31	:	:	PUNCT
dad-14138	340	32	system	system	NOUN
dad-14138	340	33	–	–	PUNCT
dad-14138	340	34	human	human	ADJ
dad-14138	340	35	agreement	agreement	NOUN
dad-14138	340	36	on	on	ADP
dad-14138	340	37	memory	memory	NOUN
dad-14138	340	38	importance	importance	NOUN
dad-14138	340	39	.	.	PUNCT
dad-14138	341	1	precision	precision	NOUN
dad-14138	341	2	recall	recall	NOUN
dad-14138	341	3	f1	f1	PROPN
dad-14138	341	4	score	score	NOUN
dad-14138	341	5	system	system	NOUN
dad-14138	341	6	s1	s1	PROPN
dad-14138	341	7	s2	s2	PROPN
dad-14138	341	8	s3	s3	PROPN
dad-14138	341	9	s4	s4	PROPN
dad-14138	341	10	avg	avg	PROPN
dad-14138	341	11	.	.	PUNCT
dad-14138	342	1	s1	s1	PROPN
dad-14138	342	2	s2	s2	PROPN
dad-14138	342	3	s3	s3	PROPN
dad-14138	342	4	s4	s4	PROPN
dad-14138	342	5	avg	avg	PROPN
dad-14138	342	6	.	.	PUNCT
dad-14138	343	1	s1	s1	PROPN
dad-14138	343	2	s2	s2	PROPN
dad-14138	343	3	s3	s3	PROPN
dad-14138	343	4	s4	s4	PROPN
dad-14138	343	5	avg	avg	PROPN
dad-14138	343	6	.	.	PUNCT
dad-14138	344	1	lufy	lufy	NOUN
dad-14138	344	2	80.0	80.0	NUM
dad-14138	344	3	86.9	86.9	NUM
dad-14138	344	4	86.8	86.8	NUM
dad-14138	344	5	86.6	86.6	NUM
dad-14138	344	6	85.1	85.1	NUM
dad-14138	344	7	54.9	54.9	NUM
dad-14138	344	8	51.0	51.0	NUM
dad-14138	344	9	38.6	38.6	NUM
dad-14138	344	10	35.3	35.3	NUM
dad-14138	344	11	45.0	45.0	NUM
dad-14138	344	12	65.1	65.1	NUM
dad-14138	344	13	64.3	64.3	NUM
dad-14138	344	14	53.4	53.4	NUM
dad-14138	344	15	50.2	50.2	NUM
dad-14138	344	16	58.3	58.3	NUM
dad-14138	344	17	−a	−a	NOUN
dad-14138	344	18	64.3	64.3	NUM
dad-14138	344	19	84.3	84.3	NUM
dad-14138	344	20	81.4	81.4	NUM
dad-14138	344	21	82.2	82.2	NUM
dad-14138	344	22	78.1	78.1	NUM
dad-14138	344	23	37.3	37.3	NUM
dad-14138	344	24	52.0	52.0	NUM
dad-14138	344	25	33.4	33.4	NUM
dad-14138	344	26	32.9	32.9	NUM
dad-14138	344	27	38.9	38.9	NUM
dad-14138	344	28	47.2	47.2	NUM
dad-14138	344	29	64.3	64.3	NUM
dad-14138	344	30	47.4	47.4	NUM
dad-14138	344	31	47.0	47.0	NUM
dad-14138	344	32	51.5	51.5	NUM
dad-14138	344	33	−p	−p	ADJ
dad-14138	344	34	79.0	79.0	NUM
dad-14138	344	35	84.3	84.3	NUM
dad-14138	344	36	77.3	77.3	NUM
dad-14138	344	37	80.2	80.2	NUM
dad-14138	344	38	80.2	80.2	NUM
dad-14138	344	39	45.1	45.1	NUM
dad-14138	344	40	45.1	45.1	NUM
dad-14138	344	41	32.1	32.1	NUM
dad-14138	344	42	29.4	29.4	NUM
dad-14138	344	43	38.0	38.0	NUM
dad-14138	344	44	57.4	57.4	NUM
dad-14138	344	45	58.8	58.8	NUM
dad-14138	344	46	45.4	45.4	NUM
dad-14138	344	47	43.0	43.0	NUM
dad-14138	344	48	51.7	51.7	NUM
dad-14138	344	49	−l	−l	NOUN
dad-14138	344	50	74.8	74.8	NUM
dad-14138	344	51	83.8	83.8	NUM
dad-14138	344	52	83.2	83.2	NUM
dad-14138	344	53	77.1	77.1	NUM
dad-14138	344	54	79.7	79.7	NUM
dad-14138	344	55	49.0	49.0	NUM
dad-14138	344	56	44.1	44.1	NUM
dad-14138	344	57	32.8	32.8	NUM
dad-14138	344	58	28.9	28.9	NUM
dad-14138	344	59	38.7	38.7	NUM
dad-14138	344	60	59.2	59.2	NUM
dad-14138	344	61	57.8	57.8	NUM
dad-14138	344	62	47.1	47.1	NUM
dad-14138	344	63	42.0	42.0	NUM
dad-14138	344	64	51.5	51.5	NUM
dad-14138	345	1	−r1	−r1	PROPN
dad-14138	345	2	68.6	68.6	NUM
dad-14138	345	3	82.0	82.0	NUM
dad-14138	345	4	82.3	82.3	NUM
dad-14138	345	5	87.0	87.0	NUM
dad-14138	345	6	80.0	80.0	NUM
dad-14138	345	7	47.1	47.1	NUM
dad-14138	345	8	47.1	47.1	NUM
dad-14138	345	9	38.0	38.0	NUM
dad-14138	345	10	38.7	38.7	NUM
dad-14138	345	11	42.7	42.7	NUM
dad-14138	345	12	55.9	55.9	NUM
dad-14138	345	13	59.8	59.8	NUM
dad-14138	345	14	52.0	52.0	NUM
dad-14138	345	15	53.6	53.6	NUM
dad-14138	345	16	55.3	55.3	NUM
dad-14138	345	17	−r2	−r2	PROPN
dad-14138	345	18	80.0	80.0	NUM
dad-14138	345	19	86.9	86.9	NUM
dad-14138	345	20	86.8	86.8	NUM
dad-14138	345	21	86.6	86.6	NUM
dad-14138	345	22	85.1	85.1	NUM
dad-14138	345	23	54.9	54.9	NUM
dad-14138	345	24	51.0	51.0	NUM
dad-14138	345	25	38.6	38.6	NUM
dad-14138	345	26	35.3	35.3	NUM
dad-14138	345	27	45.0	45.0	NUM
dad-14138	345	28	65.1	65.1	NUM
dad-14138	345	29	64.3	64.3	NUM
dad-14138	345	30	53.4	53.4	NUM
dad-14138	345	31	50.2	50.2	NUM
dad-14138	345	32	58.3	58.3	NUM
dad-14138	345	33	table	table	NOUN
dad-14138	345	34	13	13	NUM
dad-14138	345	35	:	:	PUNCT
dad-14138	345	36	ablation	ablation	NOUN
dad-14138	345	37	study	study	NOUN
dad-14138	345	38	for	for	ADP
dad-14138	345	39	precision	precision	NOUN
dad-14138	345	40	,	,	PUNCT
dad-14138	345	41	recall	recall	NOUN
dad-14138	345	42	,	,	PUNCT
dad-14138	345	43	and	and	CCONJ
dad-14138	345	44	f1	f1	PROPN
dad-14138	345	45	score	score	NOUN
dad-14138	345	46	.	.	PUNCT
dad-14138	346	1	−a	−a	NOUN
dad-14138	346	2	indicates	indicate	VERB
dad-14138	346	3	that	that	SCONJ
dad-14138	346	4	wa	wa	PROPN
dad-14138	346	5	is	be	AUX
dad-14138	346	6	set	set	VERB
dad-14138	346	7	to	to	ADP
dad-14138	346	8	0	0	NUM
dad-14138	346	9	.	.	PUNCT
dad-14138	347	1	the	the	DET
dad-14138	347	2	largest	large	ADJ
dad-14138	347	3	drop	drop	NOUN
dad-14138	347	4	in	in	ADP
dad-14138	347	5	performance	performance	NOUN
dad-14138	347	6	is	be	AUX
dad-14138	347	7	underlined	underline	VERB
dad-14138	347	8	.	.	PUNCT
dad-14138	348	1	those	those	PRON
dad-14138	348	2	assigned	assign	VERB
dad-14138	348	3	by	by	ADP
dad-14138	348	4	each	each	DET
dad-14138	348	5	annotator	annotator	NOUN
dad-14138	348	6	,	,	PUNCT
dad-14138	348	7	and	and	CCONJ
dad-14138	348	8	compute	compute	VERB
dad-14138	348	9	the	the	DET
dad-14138	348	10	proportion	proportion	NOUN
dad-14138	348	11	of	of	ADP
dad-14138	348	12	system	system	NOUN
dad-14138	348	13	-	-	PUNCT
dad-14138	348	14	selected	select	VERB
dad-14138	348	15	memories	memory	NOUN
dad-14138	348	16	that	that	PRON
dad-14138	348	17	were	be	AUX
dad-14138	348	18	also	also	ADV
dad-14138	348	19	marked	mark	VERB
dad-14138	348	20	as	as	ADP
dad-14138	348	21	important	important	ADJ
dad-14138	348	22	by	by	ADP
dad-14138	348	23	that	that	DET
dad-14138	348	24	annotator	annotator	NOUN
dad-14138	348	25	.	.	PUNCT
dad-14138	349	1	as	as	SCONJ
dad-14138	349	2	shown	show	VERB
dad-14138	349	3	in	in	ADP
dad-14138	349	4	table	table	NOUN
dad-14138	349	5	12	12	NUM
dad-14138	349	6	,	,	PUNCT
dad-14138	349	7	across	across	ADP
dad-14138	349	8	sessions	session	NOUN
dad-14138	349	9	,	,	PUNCT
dad-14138	349	10	lufy	lufy	NOUN
dad-14138	349	11	outperforms	outperform	NOUN
dad-14138	349	12	or	or	CCONJ
dad-14138	349	13	matches	match	NOUN
dad-14138	349	14	memorybank	memorybank	NOUN
dad-14138	349	15	in	in	ADP
dad-14138	349	16	three	three	NUM
dad-14138	349	17	out	out	ADP
dad-14138	349	18	of	of	ADP
dad-14138	349	19	four	four	NUM
dad-14138	349	20	sessions	session	NOUN
dad-14138	349	21	and	and	CCONJ
dad-14138	349	22	achieves	achieve	VERB
dad-14138	349	23	a	a	DET
dad-14138	349	24	higher	high	ADJ
dad-14138	349	25	overall	overall	ADJ
dad-14138	349	26	average	average	ADJ
dad-14138	349	27	agreement	agreement	NOUN
dad-14138	349	28	,	,	PUNCT
dad-14138	349	29	demonstrating	demonstrate	VERB
dad-14138	349	30	more	more	ADV
dad-14138	349	31	consistent	consistent	ADJ
dad-14138	349	32	alignment	alignment	NOUN
dad-14138	349	33	with	with	ADP
dad-14138	349	34	human	human	ADJ
dad-14138	349	35	judgments	judgment	NOUN
dad-14138	349	36	.	.	PUNCT
dad-14138	350	1	notably	notably	ADV
dad-14138	350	2	,	,	PUNCT
dad-14138	350	3	lufy	lufy	NOUN
dad-14138	350	4	even	even	ADV
dad-14138	350	5	exceeds	exceed	VERB
dad-14138	350	6	the	the	DET
dad-14138	350	7	human	human	ADJ
dad-14138	350	8	–	–	PUNCT
dad-14138	350	9	human	human	ADJ
dad-14138	350	10	pairwise	pairwise	NOUN
dad-14138	350	11	agreement	agreement	NOUN
dad-14138	350	12	in	in	ADP
dad-14138	350	13	two	two	NUM
dad-14138	350	14	sessions	session	NOUN
dad-14138	350	15	,	,	PUNCT
dad-14138	350	16	although	although	SCONJ
dad-14138	350	17	its	its	PRON
dad-14138	350	18	overall	overall	ADJ
dad-14138	350	19	mean	mean	NOUN
dad-14138	350	20	still	still	ADV
dad-14138	350	21	falls	fall	VERB
dad-14138	350	22	slightly	slightly	ADV
dad-14138	350	23	below	below	ADP
dad-14138	350	24	the	the	DET
dad-14138	350	25	human	human	ADJ
dad-14138	350	26	average	average	NOUN
dad-14138	350	27	—	—	PUNCT
dad-14138	350	28	reflecting	reflect	VERB
dad-14138	350	29	the	the	DET
dad-14138	350	30	substantial	substantial	ADJ
dad-14138	350	31	subjectivity	subjectivity	NOUN
dad-14138	350	32	inherent	inherent	ADJ
dad-14138	350	33	in	in	ADP
dad-14138	350	34	memory	memory	NOUN
dad-14138	350	35	-	-	PUNCT
dad-14138	350	36	importance	importance	NOUN
dad-14138	350	37	annotation	annotation	NOUN
dad-14138	350	38	,	,	PUNCT
dad-14138	350	39	where	where	SCONJ
dad-14138	350	40	human	human	ADJ
dad-14138	350	41	pairwise	pairwise	NOUN
dad-14138	350	42	agreement	agreement	NOUN
dad-14138	350	43	is	be	AUX
dad-14138	350	44	only	only	ADV
dad-14138	350	45	around	around	ADV
dad-14138	350	46	23	23	NUM
dad-14138	350	47	%	%	NOUN
dad-14138	350	48	.	.	PUNCT
dad-14138	351	1	we	we	PRON
dad-14138	351	2	also	also	ADV
dad-14138	351	3	computed	compute	VERB
dad-14138	351	4	the	the	DET
dad-14138	351	5	precision	precision	NOUN
dad-14138	351	6	over	over	ADP
dad-14138	351	7	utterances	utterance	NOUN
dad-14138	351	8	unanimously	unanimously	ADV
dad-14138	351	9	marked	mark	VERB
dad-14138	351	10	as	as	ADP
dad-14138	351	11	important	important	ADJ
dad-14138	351	12	by	by	ADP
dad-14138	351	13	all	all	DET
dad-14138	351	14	annotators	annotator	NOUN
dad-14138	351	15	.	.	PUNCT
dad-14138	352	1	however	however	ADV
dad-14138	352	2	,	,	PUNCT
dad-14138	352	3	such	such	ADJ
dad-14138	352	4	unanimously	unanimously	ADV
dad-14138	352	5	important	important	ADJ
dad-14138	352	6	cases	case	NOUN
dad-14138	352	7	were	be	AUX
dad-14138	352	8	extremely	extremely	ADV
dad-14138	352	9	rare	rare	ADJ
dad-14138	352	10	(	(	PUNCT
dad-14138	352	11	typically	typically	ADV
dad-14138	352	12	only	only	ADV
dad-14138	352	13	2–6	2–6	NUM
dad-14138	352	14	per	per	ADP
dad-14138	352	15	session	session	NOUN
dad-14138	352	16	)	)	PUNCT
dad-14138	352	17	,	,	PUNCT
dad-14138	352	18	making	make	VERB
dad-14138	352	19	the	the	DET
dad-14138	352	20	resulting	result	VERB
dad-14138	352	21	precision	precision	NOUN
dad-14138	352	22	estimates	estimate	NOUN
dad-14138	352	23	highly	highly	ADV
dad-14138	352	24	unstable	unstable	ADJ
dad-14138	352	25	and	and	CCONJ
dad-14138	352	26	therefore	therefore	ADV
dad-14138	352	27	unsuitable	unsuitable	ADJ
dad-14138	352	28	as	as	ADP
dad-14138	352	29	a	a	DET
dad-14138	352	30	primary	primary	ADJ
dad-14138	352	31	evaluation	evaluation	NOUN
dad-14138	352	32	metric	metric	NOUN
dad-14138	352	33	.	.	PUNCT
dad-14138	353	1	for	for	ADP
dad-14138	353	2	this	this	DET
dad-14138	353	3	reason	reason	NOUN
dad-14138	353	4	,	,	PUNCT
dad-14138	353	5	we	we	PRON
dad-14138	353	6	focus	focus	VERB
dad-14138	353	7	on	on	ADP
dad-14138	353	8	the	the	DET
dad-14138	353	9	more	more	ADV
dad-14138	353	10	reliable	reliable	ADJ
dad-14138	353	11	pairwise	pairwise	NOUN
dad-14138	353	12	agreement	agreement	NOUN
dad-14138	353	13	analysis	analysis	NOUN
dad-14138	353	14	.	.	PUNCT
dad-14138	354	1	agreement	agreement	NOUN
dad-14138	354	2	on	on	ADP
dad-14138	354	3	unimportant	unimportant	ADJ
dad-14138	354	4	memories	memory	NOUN
dad-14138	354	5	(	(	PUNCT
dad-14138	354	6	i.e.	i.e.	X
dad-14138	354	7	,	,	PUNCT
dad-14138	354	8	cases	case	NOUN
dad-14138	354	9	where	where	SCONJ
dad-14138	354	10	both	both	CCONJ
dad-14138	354	11	the	the	DET
dad-14138	354	12	system	system	NOUN
dad-14138	354	13	and	and	CCONJ
dad-14138	354	14	humans	human	NOUN
dad-14138	354	15	marked	mark	VERB
dad-14138	354	16	an	an	DET
dad-14138	354	17	utterance	utterance	NOUN
dad-14138	354	18	as	as	ADP
dad-14138	354	19	unimportant	unimportant	ADJ
dad-14138	354	20	)	)	PUNCT
dad-14138	354	21	is	be	AUX
dad-14138	354	22	much	much	ADV
dad-14138	354	23	higher	high	ADJ
dad-14138	354	24	due	due	ADJ
dad-14138	354	25	to	to	ADP
dad-14138	354	26	class	class	NOUN
dad-14138	354	27	imbalance	imbalance	NOUN
dad-14138	354	28	—	—	PUNCT
dad-14138	354	29	approximately	approximately	ADV
dad-14138	354	30	90	90	NUM
dad-14138	354	31	%	%	NOUN
dad-14138	354	32	of	of	ADP
dad-14138	354	33	utterances	utterance	NOUN
dad-14138	354	34	receive	receive	VERB
dad-14138	354	35	a	a	DET
dad-14138	354	36	“	"	PUNCT
dad-14138	354	37	not	not	PART
dad-14138	354	38	important	important	ADJ
dad-14138	354	39	”	"	PUNCT
dad-14138	354	40	label	label	NOUN
dad-14138	354	41	—	—	PUNCT
dad-14138	354	42	but	but	CCONJ
dad-14138	354	43	provides	provide	VERB
dad-14138	354	44	little	little	ADJ
dad-14138	354	45	discriminatory	discriminatory	ADJ
dad-14138	354	46	value	value	NOUN
dad-14138	354	47	between	between	ADP
dad-14138	354	48	systems	system	NOUN
dad-14138	354	49	and	and	CCONJ
dad-14138	354	50	is	be	AUX
dad-14138	354	51	therefore	therefore	ADV
dad-14138	354	52	omitted	omit	VERB
dad-14138	354	53	.	.	PUNCT
dad-14138	355	1	ablation	ablation	NOUN
dad-14138	355	2	study	study	NOUN
dad-14138	355	3	we	we	PRON
dad-14138	355	4	conducted	conduct	VERB
dad-14138	355	5	an	an	DET
dad-14138	355	6	ablation	ablation	NOUN
dad-14138	355	7	study	study	NOUN
dad-14138	355	8	for	for	ADP
dad-14138	355	9	the	the	DET
dad-14138	355	10	agreement	agreement	NOUN
dad-14138	355	11	probability	probability	NOUN
dad-14138	355	12	with	with	ADP
dad-14138	355	13	other	other	ADJ
dad-14138	355	14	annotators	annotator	NOUN
dad-14138	355	15	and	and	CCONJ
dad-14138	355	16	precision	precision	NOUN
dad-14138	355	17	,	,	PUNCT
dad-14138	355	18	recall	recall	NOUN
dad-14138	355	19	and	and	CCONJ
dad-14138	355	20	f1	f1	PROPN
dad-14138	355	21	score	score	NOUN
dad-14138	355	22	.	.	PUNCT
dad-14138	356	1	as	as	SCONJ
dad-14138	356	2	shown	show	VERB
dad-14138	356	3	in	in	ADP
dad-14138	356	4	tabls	tabls	ADJ
dad-14138	356	5	13	13	NUM
dad-14138	356	6	and	and	CCONJ
dad-14138	356	7	14	14	NUM
dad-14138	356	8	,	,	PUNCT
dad-14138	356	9	we	we	PRON
dad-14138	356	10	found	find	VERB
dad-14138	356	11	a	a	DET
dad-14138	356	12	(	(	PUNCT
dad-14138	356	13	arousal	arousal	NOUN
dad-14138	356	14	)	)	PUNCT
dad-14138	356	15	,	,	PUNCT
dad-14138	356	16	l	l	PROPN
dad-14138	356	17	92	92	NUM
dad-14138	356	18	enhancing	enhance	VERB
dad-14138	356	19	long	long	ADJ
dad-14138	356	20	-	-	PUNCT
dad-14138	356	21	term	term	NOUN
dad-14138	356	22	rag	rag	NOUN
dad-14138	356	23	chatbots	chatbot	NOUN
dad-14138	356	24	with	with	ADP
dad-14138	356	25	psychological	psychological	ADJ
dad-14138	356	26	models	model	NOUN
dad-14138	356	27	important	important	ADJ
dad-14138	356	28	memories	memory	NOUN
dad-14138	356	29	system	system	NOUN
dad-14138	356	30	s1	s1	PROPN
dad-14138	356	31	s2	s2	PROPN
dad-14138	356	32	s3	s3	PROPN
dad-14138	356	33	s4	s4	PROPN
dad-14138	356	34	avg	avg	PROPN
dad-14138	356	35	.	.	PUNCT
dad-14138	357	1	lufy	lufy	NOUN
dad-14138	357	2	20.9	20.9	NUM
dad-14138	357	3	12.4	12.4	NUM
dad-14138	357	4	11.8	11.8	NUM
dad-14138	357	5	14.4	14.4	NUM
dad-14138	357	6	14.9	14.9	NUM
dad-14138	357	7	−a	−a	NOUN
dad-14138	357	8	21.5	21.5	NUM
dad-14138	357	9	11.8	11.8	NUM
dad-14138	357	10	9.1	9.1	NUM
dad-14138	357	11	14.4	14.4	NUM
dad-14138	357	12	14.2	14.2	NUM
dad-14138	357	13	−p	−p	ADJ
dad-14138	357	14	23.5	23.5	NUM
dad-14138	357	15	11.8	11.8	NUM
dad-14138	357	16	10.4	10.4	NUM
dad-14138	357	17	13.7	13.7	NUM
dad-14138	357	18	14.9	14.9	NUM
dad-14138	357	19	−l	−l	NOUN
dad-14138	357	20	20.2	20.2	NUM
dad-14138	357	21	11.8	11.8	NUM
dad-14138	357	22	9.8	9.8	NUM
dad-14138	357	23	15.0	15.0	NUM
dad-14138	357	24	14.2	14.2	NUM
dad-14138	357	25	−r1	−r1	NOUN
dad-14138	357	26	21.5	21.5	NUM
dad-14138	357	27	10.4	10.4	NUM
dad-14138	357	28	11.1	11.1	NUM
dad-14138	357	29	13.7	13.7	NUM
dad-14138	357	30	14.2	14.2	NUM
dad-14138	357	31	−r2	−r2	PROPN
dad-14138	357	32	20.9	20.9	NUM
dad-14138	357	33	12.4	12.4	NUM
dad-14138	357	34	11.8	11.8	NUM
dad-14138	357	35	14.4	14.4	NUM
dad-14138	357	36	14.9	14.9	NUM
dad-14138	357	37	table	table	NOUN
dad-14138	357	38	14	14	NUM
dad-14138	357	39	:	:	PUNCT
dad-14138	357	40	ablation	ablation	NOUN
dad-14138	357	41	study	study	NOUN
dad-14138	357	42	for	for	ADP
dad-14138	357	43	the	the	DET
dad-14138	357	44	agreement	agreement	NOUN
dad-14138	357	45	probability	probability	NOUN
dad-14138	357	46	with	with	ADP
dad-14138	357	47	other	other	ADJ
dad-14138	357	48	annotators	annotator	NOUN
dad-14138	357	49	on	on	ADP
dad-14138	357	50	whether	whether	SCONJ
dad-14138	357	51	memories	memory	NOUN
dad-14138	357	52	are	be	AUX
dad-14138	357	53	important	important	ADJ
dad-14138	357	54	.	.	PUNCT
dad-14138	358	1	the	the	DET
dad-14138	358	2	largest	large	ADJ
dad-14138	358	3	drop	drop	NOUN
dad-14138	358	4	in	in	ADP
dad-14138	358	5	performance	performance	NOUN
dad-14138	358	6	is	be	AUX
dad-14138	358	7	underlined	underline	VERB
dad-14138	358	8	.	.	PUNCT
dad-14138	359	1	(	(	PUNCT
dad-14138	359	2	llm	llm	ADV
dad-14138	359	3	estimated	estimate	VERB
dad-14138	359	4	importance	importance	NOUN
dad-14138	359	5	)	)	PUNCT
dad-14138	359	6	,	,	PUNCT
dad-14138	359	7	r1	r1	PROPN
dad-14138	359	8	(	(	PUNCT
dad-14138	359	9	the	the	DET
dad-14138	359	10	number	number	NOUN
dad-14138	359	11	of	of	ADP
dad-14138	359	12	times	time	NOUN
dad-14138	359	13	the	the	DET
dad-14138	359	14	memory	memory	NOUN
dad-14138	359	15	is	be	AUX
dad-14138	359	16	retrieved	retrieve	VERB
dad-14138	359	17	)	)	PUNCT
dad-14138	359	18	to	to	PART
dad-14138	359	19	be	be	AUX
dad-14138	359	20	of	of	ADP
dad-14138	359	21	particular	particular	ADJ
dad-14138	359	22	importance	importance	NOUN
dad-14138	359	23	.	.	PUNCT
dad-14138	360	1	episodic	episodic	ADJ
dad-14138	360	2	memory	memory	NOUN
dad-14138	360	3	in	in	ADP
dad-14138	360	4	conversations	conversation	NOUN
dad-14138	360	5	as	as	SCONJ
dad-14138	360	6	stated	state	VERB
dad-14138	360	7	in	in	ADP
dad-14138	360	8	section	section	NOUN
dad-14138	360	9	4.1.1	4.1.1	NUM
dad-14138	360	10	,	,	PUNCT
dad-14138	360	11	we	we	PRON
dad-14138	360	12	stored	store	VERB
dad-14138	360	13	three	three	NUM
dad-14138	360	14	types	type	NOUN
dad-14138	360	15	of	of	ADP
dad-14138	360	16	information	information	NOUN
dad-14138	360	17	:	:	PUNCT
dad-14138	360	18	profile	profile	NOUN
dad-14138	360	19	information	information	NOUN
dad-14138	360	20	,	,	PUNCT
dad-14138	360	21	summaries	summary	NOUN
dad-14138	360	22	of	of	ADP
dad-14138	360	23	past	past	ADJ
dad-14138	360	24	sessions	session	NOUN
dad-14138	360	25	,	,	PUNCT
dad-14138	360	26	and	and	CCONJ
dad-14138	360	27	utterance	utterance	NOUN
dad-14138	360	28	pairs	pair	NOUN
dad-14138	360	29	.	.	PUNCT
dad-14138	361	1	we	we	PRON
dad-14138	361	2	include	include	VERB
dad-14138	361	3	summaries	summary	NOUN
dad-14138	361	4	and	and	CCONJ
dad-14138	361	5	utterance	utterance	NOUN
dad-14138	361	6	pairs	pair	NOUN
dad-14138	361	7	in	in	ADP
dad-14138	361	8	memory	memory	NOUN
dad-14138	361	9	storage	storage	NOUN
dad-14138	361	10	to	to	PART
dad-14138	361	11	retain	retain	VERB
dad-14138	361	12	small	small	ADJ
dad-14138	361	13	details	detail	NOUN
dad-14138	361	14	about	about	ADP
dad-14138	361	15	the	the	DET
dad-14138	361	16	user	user	NOUN
dad-14138	361	17	.	.	PUNCT
dad-14138	362	1	these	these	DET
dad-14138	362	2	details	detail	NOUN
dad-14138	362	3	,	,	PUNCT
dad-14138	362	4	such	such	ADJ
dad-14138	362	5	as	as	ADP
dad-14138	362	6	episodic	episodic	ADJ
dad-14138	362	7	memories	memory	NOUN
dad-14138	362	8	(	(	PUNCT
dad-14138	362	9	tulving	tulving	NOUN
dad-14138	362	10	,	,	PUNCT
dad-14138	362	11	2002	2002	NUM
dad-14138	362	12	)	)	PUNCT
dad-14138	362	13	,	,	PUNCT
dad-14138	362	14	are	be	AUX
dad-14138	362	15	unlikely	unlikely	ADJ
dad-14138	362	16	to	to	PART
dad-14138	362	17	appear	appear	VERB
dad-14138	362	18	in	in	ADP
dad-14138	362	19	the	the	DET
dad-14138	362	20	profile	profile	NOUN
dad-14138	362	21	information	information	NOUN
dad-14138	362	22	.	.	PUNCT
dad-14138	363	1	to	to	PART
dad-14138	363	2	assess	assess	VERB
dad-14138	363	3	the	the	DET
dad-14138	363	4	necessity	necessity	NOUN
dad-14138	363	5	of	of	ADP
dad-14138	363	6	retaining	retain	VERB
dad-14138	363	7	such	such	ADJ
dad-14138	363	8	details	detail	NOUN
dad-14138	363	9	,	,	PUNCT
dad-14138	363	10	we	we	PRON
dad-14138	363	11	measured	measure	VERB
dad-14138	363	12	the	the	DET
dad-14138	363	13	prevalence	prevalence	NOUN
dad-14138	363	14	of	of	ADP
dad-14138	363	15	episode	episode	NOUN
dad-14138	363	16	-	-	PUNCT
dad-14138	363	17	related	relate	VERB
dad-14138	363	18	utterances	utterance	NOUN
dad-14138	363	19	—	—	PUNCT
dad-14138	363	20	user	user	NOUN
dad-14138	363	21	statements	statement	NOUN
dad-14138	363	22	referring	refer	VERB
dad-14138	363	23	to	to	ADP
dad-14138	363	24	unique	unique	ADJ
dad-14138	363	25	,	,	PUNCT
dad-14138	363	26	personally	personally	ADV
dad-14138	363	27	experienced	experienced	ADJ
dad-14138	363	28	events	event	NOUN
dad-14138	363	29	.	.	PUNCT
dad-14138	364	1	we	we	PRON
dad-14138	364	2	used	use	VERB
dad-14138	364	3	an	an	DET
dad-14138	364	4	llm	llm	NOUN
dad-14138	364	5	to	to	PART
dad-14138	364	6	identify	identify	VERB
dad-14138	364	7	such	such	ADJ
dad-14138	364	8	utterances	utterance	NOUN
dad-14138	364	9	.	.	PUNCT
dad-14138	365	1	specifically	specifically	ADV
dad-14138	365	2	,	,	PUNCT
dad-14138	365	3	the	the	DET
dad-14138	365	4	model	model	NOUN
dad-14138	365	5	was	be	AUX
dad-14138	365	6	given	give	VERB
dad-14138	365	7	the	the	DET
dad-14138	365	8	prompt	prompt	NOUN
dad-14138	365	9	shown	show	VERB
dad-14138	365	10	in	in	ADP
dad-14138	365	11	figure	figure	NOUN
dad-14138	365	12	7	7	NUM
dad-14138	365	13	:	:	PUNCT
dad-14138	365	14	this	this	DET
dad-14138	365	15	classification	classification	NOUN
dad-14138	365	16	process	process	NOUN
dad-14138	365	17	was	be	AUX
dad-14138	365	18	applied	apply	VERB
dad-14138	365	19	across	across	ADP
dad-14138	365	20	a	a	DET
dad-14138	365	21	sample	sample	NOUN
dad-14138	365	22	of	of	ADP
dad-14138	365	23	170	170	NUM
dad-14138	365	24	conversations	conversation	NOUN
dad-14138	365	25	.	.	PUNCT
dad-14138	366	1	our	our	PRON
dad-14138	366	2	analysis	analysis	NOUN
dad-14138	366	3	revealed	reveal	VERB
dad-14138	366	4	that	that	SCONJ
dad-14138	366	5	10.6	10.6	NUM
dad-14138	366	6	%	%	NOUN
dad-14138	366	7	of	of	ADP
dad-14138	366	8	the	the	DET
dad-14138	366	9	user	user	NOUN
dad-14138	366	10	’s	’s	PART
dad-14138	366	11	utterances	utterance	NOUN
dad-14138	366	12	were	be	AUX
dad-14138	366	13	episode	episode	NOUN
dad-14138	366	14	-	-	PUNCT
dad-14138	366	15	related	relate	VERB
dad-14138	366	16	.	.	PUNCT
dad-14138	367	1	as	as	SCONJ
dad-14138	367	2	shown	show	VERB
dad-14138	367	3	in	in	ADP
dad-14138	367	4	figure	figure	NOUN
dad-14138	367	5	8	8	NUM
dad-14138	367	6	,	,	PUNCT
dad-14138	367	7	only	only	ADV
dad-14138	367	8	36	36	NUM
dad-14138	367	9	of	of	ADP
dad-14138	367	10	the	the	DET
dad-14138	367	11	170	170	NUM
dad-14138	367	12	analyzed	analyze	VERB
dad-14138	367	13	30	30	NUM
dad-14138	367	14	-	-	PUNCT
dad-14138	367	15	minute	minute	NOUN
dad-14138	367	16	conversations	conversation	NOUN
dad-14138	367	17	(	(	PUNCT
dad-14138	367	18	21.1	21.1	NUM
dad-14138	367	19	%	%	NOUN
dad-14138	367	20	)	)	PUNCT
dad-14138	367	21	did	do	AUX
dad-14138	367	22	not	not	PART
dad-14138	367	23	contain	contain	VERB
dad-14138	367	24	any	any	DET
dad-14138	367	25	episode	episode	NOUN
dad-14138	367	26	-	-	PUNCT
dad-14138	367	27	related	relate	VERB
dad-14138	367	28	utterances	utterance	NOUN
dad-14138	367	29	.	.	PUNCT
dad-14138	368	1	in	in	ADP
dad-14138	368	2	some	some	DET
dad-14138	368	3	conversations	conversation	NOUN
dad-14138	368	4	,	,	PUNCT
dad-14138	368	5	however	however	ADV
dad-14138	368	6	,	,	PUNCT
dad-14138	368	7	up	up	ADP
dad-14138	368	8	to	to	PART
dad-14138	368	9	40	40	NUM
dad-14138	368	10	%	%	NOUN
dad-14138	368	11	of	of	ADP
dad-14138	368	12	the	the	DET
dad-14138	368	13	utterances	utterance	NOUN
dad-14138	368	14	were	be	AUX
dad-14138	368	15	classified	classify	VERB
dad-14138	368	16	as	as	ADP
dad-14138	368	17	episode	episode	NOUN
dad-14138	368	18	-	-	PUNCT
dad-14138	368	19	related	relate	VERB
dad-14138	368	20	.	.	PUNCT
dad-14138	369	1	identify	identify	VERB
dad-14138	369	2	any	any	DET
dad-14138	369	3	parts	part	NOUN
dad-14138	369	4	of	of	ADP
dad-14138	369	5	this	this	DET
dad-14138	369	6	conversation	conversation	NOUN
dad-14138	369	7	where	where	SCONJ
dad-14138	369	8	the	the	DET
dad-14138	369	9	speaker	speaker	NOUN
dad-14138	369	10	refers	refer	VERB
dad-14138	369	11	to	to	ADP
dad-14138	369	12	specific	specific	ADJ
dad-14138	369	13	past	past	ADJ
dad-14138	369	14	experiences	experience	NOUN
dad-14138	369	15	or	or	CCONJ
dad-14138	369	16	events	event	NOUN
dad-14138	369	17	they	they	PRON
dad-14138	369	18	personally	personally	ADV
dad-14138	369	19	remember	remember	VERB
dad-14138	369	20	.	.	PUNCT
dad-14138	370	1	these	these	PRON
dad-14138	370	2	should	should	AUX
dad-14138	370	3	not	not	PART
dad-14138	370	4	include	include	VERB
dad-14138	370	5	general	general	ADJ
dad-14138	370	6	knowledge	knowledge	NOUN
dad-14138	370	7	,	,	PUNCT
dad-14138	370	8	facts	fact	NOUN
dad-14138	370	9	,	,	PUNCT
dad-14138	370	10	or	or	CCONJ
dad-14138	370	11	information	information	NOUN
dad-14138	370	12	from	from	ADP
dad-14138	370	13	their	their	PRON
dad-14138	370	14	profile	profile	NOUN
dad-14138	370	15	,	,	PUNCT
dad-14138	370	16	but	but	CCONJ
dad-14138	370	17	rather	rather	ADV
dad-14138	370	18	unique	unique	ADJ
dad-14138	370	19	,	,	PUNCT
dad-14138	370	20	one	one	NUM
dad-14138	370	21	-	-	PUNCT
dad-14138	370	22	time	time	NOUN
dad-14138	370	23	occurrences	occurrence	NOUN
dad-14138	370	24	or	or	CCONJ
dad-14138	370	25	episodic	episodic	ADJ
dad-14138	370	26	memories	memory	NOUN
dad-14138	370	27	.	.	PUNCT
dad-14138	371	1	if	if	SCONJ
dad-14138	371	2	no	no	DET
dad-14138	371	3	such	such	ADJ
dad-14138	371	4	references	reference	NOUN
dad-14138	371	5	are	be	AUX
dad-14138	371	6	found	find	VERB
dad-14138	371	7	,	,	PUNCT
dad-14138	371	8	output	output	NOUN
dad-14138	371	9	‘	'	PUNCT
dad-14138	371	10	0	0	NUM
dad-14138	371	11	’	'	PUNCT
dad-14138	371	12	.	.	PUNCT
dad-14138	372	1	here	here	ADV
dad-14138	372	2	is	be	AUX
dad-14138	372	3	the	the	DET
dad-14138	372	4	conversation	conversation	NOUN
dad-14138	372	5	:	:	PUNCT
dad-14138	372	6	\{conversation\	\{conversation\	AUX
dad-14138	372	7	}	}	PUNCT
dad-14138	372	8	figure	figure	VERB
dad-14138	372	9	7	7	NUM
dad-14138	372	10	:	:	PUNCT
dad-14138	372	11	prompt	prompt	ADJ
dad-14138	372	12	template	template	NOUN
dad-14138	372	13	for	for	ADP
dad-14138	372	14	identifying	identify	VERB
dad-14138	372	15	whether	whether	SCONJ
dad-14138	372	16	a	a	DET
dad-14138	372	17	user	user	NOUN
dad-14138	372	18	utterance	utterance	NOUN
dad-14138	372	19	pertains	pertain	NOUN
dad-14138	372	20	to	to	ADP
dad-14138	372	21	an	an	DET
dad-14138	372	22	episodic	episodic	ADJ
dad-14138	372	23	memory	memory	NOUN
dad-14138	372	24	.	.	PUNCT
dad-14138	373	1	93	93	NUM
dad-14138	373	2	ryuichi	ryuichi	PROPN
dad-14138	373	3	sumida	sumida	PROPN
dad-14138	373	4	,	,	PUNCT
dad-14138	373	5	inoue	inoue	PROPN
dad-14138	373	6	and	and	CCONJ
dad-14138	373	7	kawahara	kawahara	PROPN
dad-14138	373	8	figure	figure	NOUN
dad-14138	373	9	8	8	NUM
dad-14138	373	10	:	:	PUNCT
dad-14138	373	11	episode	episode	NOUN
dad-14138	373	12	-	-	PUNCT
dad-14138	373	13	related	relate	VERB
dad-14138	373	14	utterances	utterance	NOUN
dad-14138	373	15	frequency	frequency	NOUN
dad-14138	373	16	distribution	distribution	NOUN
dad-14138	373	17	in	in	ADP
dad-14138	373	18	conversations	conversation	NOUN
dad-14138	373	19	(	(	PUNCT
dad-14138	373	20	n	n	NOUN
dad-14138	373	21	=	=	SYM
dad-14138	373	22	170	170	NUM
dad-14138	373	23	)	)	PUNCT
dad-14138	373	24	6	6	NUM
dad-14138	373	25	.	.	PUNCT
dad-14138	373	26	related	relate	VERB
dad-14138	373	27	work	work	NOUN
dad-14138	373	28	the	the	DET
dad-14138	373	29	evolution	evolution	NOUN
dad-14138	373	30	of	of	ADP
dad-14138	373	31	conversational	conversational	ADJ
dad-14138	373	32	ai	ai	NOUN
dad-14138	373	33	from	from	ADP
dad-14138	373	34	stateless	stateless	NOUN
dad-14138	373	35	chatbots	chatbot	NOUN
dad-14138	373	36	to	to	ADP
dad-14138	373	37	modern	modern	ADJ
dad-14138	373	38	llms	llm	NOUN
dad-14138	373	39	has	have	AUX
dad-14138	373	40	been	be	AUX
dad-14138	373	41	defined	define	VERB
dad-14138	373	42	by	by	ADP
dad-14138	373	43	an	an	DET
dad-14138	373	44	increasing	increase	VERB
dad-14138	373	45	capacity	capacity	NOUN
dad-14138	373	46	for	for	ADP
dad-14138	373	47	memory	memory	NOUN
dad-14138	373	48	.	.	PUNCT
dad-14138	374	1	while	while	SCONJ
dad-14138	374	2	the	the	DET
dad-14138	374	3	transformer	transformer	NOUN
dad-14138	374	4	architecture	architecture	NOUN
dad-14138	374	5	’s	’s	PART
dad-14138	374	6	context	context	NOUN
dad-14138	374	7	window	window	NOUN
dad-14138	374	8	provides	provide	VERB
dad-14138	374	9	a	a	DET
dad-14138	374	10	form	form	NOUN
dad-14138	374	11	of	of	ADP
dad-14138	374	12	short	short	ADJ
dad-14138	374	13	-	-	PUNCT
dad-14138	374	14	term	term	NOUN
dad-14138	374	15	memory	memory	NOUN
dad-14138	374	16	,	,	PUNCT
dad-14138	374	17	enabling	enable	VERB
dad-14138	374	18	conversational	conversational	ADJ
dad-14138	374	19	coherence	coherence	NOUN
dad-14138	374	20	,	,	PUNCT
dad-14138	374	21	it	it	PRON
dad-14138	374	22	is	be	AUX
dad-14138	374	23	insufficient	insufficient	ADJ
dad-14138	374	24	for	for	ADP
dad-14138	374	25	the	the	DET
dad-14138	374	26	longterm	longterm	PROPN
dad-14138	374	27	,	,	PUNCT
dad-14138	374	28	personalized	personalized	ADJ
dad-14138	374	29	interactions	interaction	NOUN
dad-14138	374	30	that	that	PRON
dad-14138	374	31	characterize	characterize	VERB
dad-14138	374	32	human	human	ADJ
dad-14138	374	33	relationships	relationship	NOUN
dad-14138	374	34	.	.	PUNCT
dad-14138	375	1	to	to	PART
dad-14138	375	2	achieve	achieve	VERB
dad-14138	375	3	this	this	PRON
dad-14138	375	4	,	,	PUNCT
dad-14138	375	5	agents	agent	NOUN
dad-14138	375	6	require	require	VERB
dad-14138	375	7	persistent	persistent	ADJ
dad-14138	375	8	,	,	PUNCT
dad-14138	375	9	structured	structured	ADJ
dad-14138	375	10	memory	memory	NOUN
dad-14138	375	11	architectures	architecture	NOUN
dad-14138	375	12	capable	capable	ADJ
dad-14138	375	13	of	of	ADP
dad-14138	375	14	recalling	recall	VERB
dad-14138	375	15	specific	specific	ADJ
dad-14138	375	16	interactions	interaction	NOUN
dad-14138	375	17	(	(	PUNCT
dad-14138	375	18	episodic	episodic	ADJ
dad-14138	375	19	memory	memory	NOUN
dad-14138	375	20	)	)	PUNCT
dad-14138	375	21	and	and	CCONJ
dad-14138	375	22	accessing	access	VERB
dad-14138	375	23	a	a	DET
dad-14138	375	24	stable	stable	ADJ
dad-14138	375	25	base	base	NOUN
dad-14138	375	26	of	of	ADP
dad-14138	375	27	world	world	NOUN
dad-14138	375	28	knowledge	knowledge	NOUN
dad-14138	375	29	(	(	PUNCT
dad-14138	375	30	semantic	semantic	ADJ
dad-14138	375	31	memory	memory	NOUN
dad-14138	375	32	)	)	PUNCT
dad-14138	375	33	.	.	PUNCT
dad-14138	376	1	this	this	DET
dad-14138	376	2	review	review	NOUN
dad-14138	376	3	connects	connect	VERB
dad-14138	376	4	foundational	foundational	ADJ
dad-14138	376	5	theories	theory	NOUN
dad-14138	376	6	from	from	ADP
dad-14138	376	7	cognitive	cognitive	ADJ
dad-14138	376	8	psychology	psychology	NOUN
dad-14138	376	9	with	with	ADP
dad-14138	376	10	contemporary	contemporary	ADJ
dad-14138	376	11	computational	computational	ADJ
dad-14138	376	12	models	model	NOUN
dad-14138	376	13	,	,	PUNCT
dad-14138	376	14	arguing	argue	VERB
dad-14138	376	15	that	that	SCONJ
dad-14138	376	16	the	the	DET
dad-14138	376	17	future	future	NOUN
dad-14138	376	18	of	of	ADP
dad-14138	376	19	conversational	conversational	ADJ
dad-14138	376	20	intelligence	intelligence	NOUN
dad-14138	376	21	lies	lie	VERB
dad-14138	376	22	in	in	ADP
dad-14138	376	23	the	the	DET
dad-14138	376	24	thoughtful	thoughtful	ADJ
dad-14138	376	25	integration	integration	NOUN
dad-14138	376	26	of	of	ADP
dad-14138	376	27	these	these	DET
dad-14138	376	28	cognitivelyinspired	cognitivelyinspire	VERB
dad-14138	376	29	memory	memory	NOUN
dad-14138	376	30	systems	system	NOUN
dad-14138	376	31	.	.	PUNCT
dad-14138	377	1	our	our	PRON
dad-14138	377	2	work	work	NOUN
dad-14138	377	3	is	be	AUX
dad-14138	377	4	situated	situate	VERB
dad-14138	377	5	at	at	ADP
dad-14138	377	6	the	the	DET
dad-14138	377	7	intersection	intersection	NOUN
dad-14138	377	8	of	of	ADP
dad-14138	377	9	computational	computational	ADJ
dad-14138	377	10	dialogue	dialogue	NOUN
dad-14138	377	11	modeling	modeling	NOUN
dad-14138	377	12	and	and	CCONJ
dad-14138	377	13	cognitive	cognitive	ADJ
dad-14138	377	14	memory	memory	NOUN
dad-14138	377	15	theory	theory	NOUN
dad-14138	377	16	.	.	PUNCT
dad-14138	378	1	foundational	foundational	ADJ
dad-14138	378	2	models	model	NOUN
dad-14138	378	3	in	in	ADP
dad-14138	378	4	cognitive	cognitive	ADJ
dad-14138	378	5	psychology	psychology	NOUN
dad-14138	378	6	distinguish	distinguish	VERB
dad-14138	378	7	between	between	ADP
dad-14138	378	8	short	short	ADJ
dad-14138	378	9	-	-	PUNCT
dad-14138	378	10	term	term	NOUN
dad-14138	378	11	and	and	CCONJ
dad-14138	378	12	longterm	longterm	NOUN
dad-14138	378	13	memory	memory	NOUN
dad-14138	378	14	(	(	PUNCT
dad-14138	378	15	atkinson	atkinson	PROPN
dad-14138	378	16	and	and	CCONJ
dad-14138	378	17	shiffrin	shiffrin	NOUN
dad-14138	378	18	,	,	PUNCT
dad-14138	378	19	1968	1968	NUM
dad-14138	378	20	)	)	PUNCT
dad-14138	378	21	,	,	PUNCT
dad-14138	378	22	and	and	CCONJ
dad-14138	378	23	further	far	ADV
dad-14138	378	24	between	between	ADP
dad-14138	378	25	semantic	semantic	ADJ
dad-14138	378	26	memory	memory	NOUN
dad-14138	378	27	(	(	PUNCT
dad-14138	378	28	general	general	ADJ
dad-14138	378	29	knowledge	knowledge	NOUN
dad-14138	378	30	)	)	PUNCT
dad-14138	378	31	and	and	CCONJ
dad-14138	378	32	episodic	episodic	ADJ
dad-14138	378	33	memory	memory	NOUN
dad-14138	378	34	(	(	PUNCT
dad-14138	378	35	event	event	NOUN
dad-14138	378	36	-	-	PUNCT
dad-14138	378	37	specific	specific	ADJ
dad-14138	378	38	personal	personal	ADJ
dad-14138	378	39	experiences	experience	NOUN
dad-14138	378	40	)	)	PUNCT
dad-14138	378	41	(	(	PUNCT
dad-14138	378	42	tulving	tulving	NOUN
dad-14138	378	43	et	et	PROPN
dad-14138	378	44	al	al	PROPN
dad-14138	378	45	.	.	PROPN
dad-14138	378	46	,	,	PUNCT
dad-14138	378	47	1972	1972	NUM
dad-14138	378	48	)	)	PUNCT
dad-14138	378	49	.	.	PUNCT
dad-14138	379	1	episodic	episodic	ADJ
dad-14138	379	2	memory	memory	NOUN
dad-14138	379	3	,	,	PUNCT
dad-14138	379	4	in	in	ADP
dad-14138	379	5	particular	particular	ADJ
dad-14138	379	6	,	,	PUNCT
dad-14138	379	7	is	be	AUX
dad-14138	379	8	crucial	crucial	ADJ
dad-14138	379	9	in	in	ADP
dad-14138	379	10	dialogue	dialogue	NOUN
dad-14138	379	11	,	,	PUNCT
dad-14138	379	12	where	where	SCONJ
dad-14138	379	13	references	reference	NOUN
dad-14138	379	14	to	to	ADP
dad-14138	379	15	past	past	ADJ
dad-14138	379	16	interactions	interaction	NOUN
dad-14138	379	17	and	and	CCONJ
dad-14138	379	18	experiences	experience	NOUN
dad-14138	379	19	often	often	ADV
dad-14138	379	20	shape	shape	VERB
dad-14138	379	21	conversational	conversational	ADJ
dad-14138	379	22	flow	flow	NOUN
dad-14138	379	23	and	and	CCONJ
dad-14138	379	24	user	user	NOUN
dad-14138	379	25	engagement	engagement	NOUN
dad-14138	379	26	.	.	PUNCT
dad-14138	380	1	our	our	PRON
dad-14138	380	2	analysis	analysis	NOUN
dad-14138	380	3	of	of	ADP
dad-14138	380	4	the	the	DET
dad-14138	380	5	lufy	lufy	PROPN
dad-14138	380	6	corpus	corpus	NOUN
dad-14138	380	7	found	find	VERB
dad-14138	380	8	that	that	SCONJ
dad-14138	380	9	approximately	approximately	ADV
dad-14138	380	10	79	79	NUM
dad-14138	380	11	%	%	NOUN
dad-14138	380	12	of	of	ADP
dad-14138	380	13	conversations	conversation	NOUN
dad-14138	380	14	included	include	VERB
dad-14138	380	15	episode	episode	NOUN
dad-14138	380	16	-	-	PUNCT
dad-14138	380	17	related	relate	VERB
dad-14138	380	18	utterances	utterance	NOUN
dad-14138	380	19	,	,	PUNCT
dad-14138	380	20	underscoring	underscore	VERB
dad-14138	380	21	the	the	DET
dad-14138	380	22	importance	importance	NOUN
dad-14138	380	23	of	of	ADP
dad-14138	380	24	modeling	model	VERB
dad-14138	380	25	episodic	episodic	ADJ
dad-14138	380	26	recall	recall	NOUN
dad-14138	380	27	in	in	ADP
dad-14138	380	28	conversational	conversational	ADJ
dad-14138	380	29	agents	agent	NOUN
dad-14138	380	30	.	.	PUNCT
dad-14138	381	1	traditional	traditional	ADJ
dad-14138	381	2	memory	memory	NOUN
dad-14138	381	3	models	model	NOUN
dad-14138	381	4	in	in	ADP
dad-14138	381	5	dialogue	dialogue	NOUN
dad-14138	381	6	systems	system	NOUN
dad-14138	381	7	often	often	ADV
dad-14138	381	8	rely	rely	VERB
dad-14138	381	9	on	on	ADP
dad-14138	381	10	salience	salience	NOUN
dad-14138	381	11	mechanisms	mechanism	NOUN
dad-14138	381	12	such	such	ADJ
dad-14138	381	13	as	as	ADP
dad-14138	381	14	recency	recency	NOUN
dad-14138	381	15	and	and	CCONJ
dad-14138	381	16	frequency	frequency	NOUN
dad-14138	381	17	(	(	PUNCT
dad-14138	381	18	as	as	ADP
dad-14138	381	19	in	in	ADP
dad-14138	381	20	memorybank	memorybank	NOUN
dad-14138	381	21	)	)	PUNCT
dad-14138	381	22	.	.	PUNCT
dad-14138	382	1	while	while	SCONJ
dad-14138	382	2	these	these	DET
dad-14138	382	3	approaches	approach	NOUN
dad-14138	382	4	are	be	AUX
dad-14138	382	5	computationally	computationally	ADV
dad-14138	382	6	efficient	efficient	ADJ
dad-14138	382	7	,	,	PUNCT
dad-14138	382	8	they	they	PRON
dad-14138	382	9	fail	fail	VERB
dad-14138	382	10	to	to	PART
dad-14138	382	11	capture	capture	VERB
dad-14138	382	12	the	the	DET
dad-14138	382	13	richness	richness	NOUN
dad-14138	382	14	of	of	ADP
dad-14138	382	15	human	human	ADJ
dad-14138	382	16	remembering	remembering	NOUN
dad-14138	382	17	and	and	CCONJ
dad-14138	382	18	forgetting	forgetting	NOUN
dad-14138	382	19	,	,	PUNCT
dad-14138	382	20	which	which	PRON
dad-14138	382	21	involve	involve	VERB
dad-14138	382	22	not	not	PART
dad-14138	382	23	just	just	ADV
dad-14138	382	24	decay	decay	NOUN
dad-14138	382	25	and	and	CCONJ
dad-14138	382	26	interference	interference	NOUN
dad-14138	382	27	but	but	CCONJ
dad-14138	382	28	also	also	ADV
dad-14138	382	29	selective	selective	ADJ
dad-14138	382	30	omission	omission	NOUN
dad-14138	382	31	and	and	CCONJ
dad-14138	382	32	social	social	ADJ
dad-14138	382	33	reasoning	reasoning	NOUN
dad-14138	382	34	.	.	PUNCT
dad-14138	383	1	in	in	ADP
dad-14138	383	2	dialogue	dialogue	NOUN
dad-14138	383	3	,	,	PUNCT
dad-14138	383	4	speakers	speaker	NOUN
dad-14138	383	5	may	may	AUX
dad-14138	383	6	choose	choose	VERB
dad-14138	383	7	to	to	PART
dad-14138	383	8	withhold	withhold	VERB
dad-14138	383	9	or	or	CCONJ
dad-14138	383	10	imply	imply	VERB
dad-14138	383	11	information	information	NOUN
dad-14138	383	12	based	base	VERB
dad-14138	383	13	on	on	ADP
dad-14138	383	14	context	context	NOUN
dad-14138	383	15	,	,	PUNCT
dad-14138	383	16	face	face	NOUN
dad-14138	383	17	-	-	PUNCT
dad-14138	383	18	saving	save	VERB
dad-14138	383	19	(	(	PUNCT
dad-14138	383	20	brockner	brockner	NOUN
dad-14138	383	21	et	et	PROPN
dad-14138	383	22	al	al	PROPN
dad-14138	383	23	.	.	PROPN
dad-14138	383	24	,	,	PUNCT
dad-14138	383	25	1981	1981	NUM
dad-14138	383	26	)	)	PUNCT
dad-14138	383	27	)	)	PUNCT
dad-14138	383	28	,	,	PUNCT
dad-14138	383	29	or	or	CCONJ
dad-14138	383	30	relationship	relationship	NOUN
dad-14138	383	31	management	management	NOUN
dad-14138	383	32	—	—	PUNCT
dad-14138	383	33	processes	process	NOUN
dad-14138	383	34	not	not	PART
dad-14138	383	35	easily	easily	ADV
dad-14138	383	36	modeled	model	VERB
dad-14138	383	37	with	with	ADP
dad-14138	383	38	surface	surface	NOUN
dad-14138	383	39	-	-	PUNCT
dad-14138	383	40	level	level	NOUN
dad-14138	383	41	heuristics	heuristic	NOUN
dad-14138	383	42	alone	alone	ADV
dad-14138	383	43	.	.	PUNCT
dad-14138	384	1	94	94	NUM
dad-14138	384	2	enhancing	enhance	VERB
dad-14138	384	3	long	long	ADJ
dad-14138	384	4	-	-	PUNCT
dad-14138	384	5	term	term	NOUN
dad-14138	384	6	rag	rag	NOUN
dad-14138	384	7	chatbots	chatbot	NOUN
dad-14138	384	8	with	with	ADP
dad-14138	384	9	psychological	psychological	ADJ
dad-14138	384	10	models	model	NOUN
dad-14138	384	11	to	to	PART
dad-14138	384	12	address	address	VERB
dad-14138	384	13	these	these	DET
dad-14138	384	14	challenges	challenge	NOUN
dad-14138	384	15	,	,	PUNCT
dad-14138	384	16	recent	recent	ADJ
dad-14138	384	17	work	work	NOUN
dad-14138	384	18	has	have	AUX
dad-14138	384	19	explored	explore	VERB
dad-14138	384	20	structured	structure	VERB
dad-14138	384	21	and	and	CCONJ
dad-14138	384	22	cognitively	cognitively	ADV
dad-14138	384	23	motivated	motivated	ADJ
dad-14138	384	24	memory	memory	NOUN
dad-14138	384	25	systems	system	NOUN
dad-14138	384	26	.	.	PUNCT
dad-14138	385	1	garcia	garcia	PROPN
dad-14138	385	2	contreras	contreras	PROPN
dad-14138	385	3	et	et	PROPN
dad-14138	385	4	al	al	PROPN
dad-14138	385	5	.	.	PUNCT
dad-14138	386	1	(	(	PUNCT
dad-14138	386	2	contreras	contreras	PROPN
dad-14138	386	3	et	et	PROPN
dad-14138	386	4	al	al	PROPN
dad-14138	386	5	.	.	PROPN
dad-14138	386	6	,	,	PUNCT
dad-14138	386	7	2024	2024	NUM
dad-14138	386	8	)	)	PUNCT
dad-14138	386	9	introduced	introduce	VERB
dad-14138	386	10	a	a	DET
dad-14138	386	11	multi	multi	ADJ
dad-14138	386	12	-	-	ADJ
dad-14138	386	13	store	store	ADJ
dad-14138	386	14	memory	memory	NOUN
dad-14138	386	15	framework	framework	NOUN
dad-14138	386	16	for	for	ADP
dad-14138	386	17	an	an	DET
dad-14138	386	18	assistive	assistive	ADJ
dad-14138	386	19	robot	robot	NOUN
dad-14138	386	20	,	,	PUNCT
dad-14138	386	21	indy	indy	PROPN
dad-14138	386	22	,	,	PUNCT
dad-14138	386	23	inspired	inspire	VERB
dad-14138	386	24	by	by	ADP
dad-14138	386	25	cognitive	cognitive	ADJ
dad-14138	386	26	psychology	psychology	NOUN
dad-14138	386	27	.	.	PUNCT
dad-14138	387	1	their	their	PRON
dad-14138	387	2	system	system	NOUN
dad-14138	387	3	is	be	AUX
dad-14138	387	4	built	build	VERB
dad-14138	387	5	around	around	ADP
dad-14138	387	6	a	a	DET
dad-14138	387	7	three	three	NUM
dad-14138	387	8	-	-	PUNCT
dad-14138	387	9	tiered	tiere	VERB
dad-14138	387	10	architecture	architecture	NOUN
dad-14138	387	11	—	—	PUNCT
dad-14138	387	12	sensor	sensor	NOUN
dad-14138	387	13	memory	memory	NOUN
dad-14138	387	14	,	,	PUNCT
dad-14138	387	15	short	short	ADJ
dad-14138	387	16	-	-	PUNCT
dad-14138	387	17	term	term	NOUN
dad-14138	387	18	memory	memory	NOUN
dad-14138	387	19	(	(	PUNCT
dad-14138	387	20	stm	stm	PROPN
dad-14138	387	21	)	)	PUNCT
dad-14138	387	22	,	,	PUNCT
dad-14138	387	23	and	and	CCONJ
dad-14138	387	24	longterm	longterm	PROPN
dad-14138	387	25	memory	memory	NOUN
dad-14138	387	26	(	(	PUNCT
dad-14138	387	27	ltm)—and	ltm)—and	PRON
dad-14138	387	28	incorporates	incorporate	VERB
dad-14138	387	29	forgetting	forget	VERB
dad-14138	387	30	heuristics	heuristic	NOUN
dad-14138	387	31	based	base	VERB
dad-14138	387	32	on	on	ADP
dad-14138	387	33	parametrized	parametrized	ADJ
dad-14138	387	34	weibull	weibull	NOUN
dad-14138	387	35	decay	decay	NOUN
dad-14138	387	36	curves	curve	NOUN
dad-14138	387	37	(	(	PUNCT
dad-14138	387	38	murthy	murthy	PROPN
dad-14138	387	39	et	et	PROPN
dad-14138	387	40	al	al	PROPN
dad-14138	387	41	.	.	PROPN
dad-14138	387	42	,	,	PUNCT
dad-14138	387	43	2004	2004	NUM
dad-14138	387	44	)	)	PUNCT
dad-14138	387	45	.	.	PUNCT
dad-14138	388	1	these	these	DET
dad-14138	388	2	mechanisms	mechanism	NOUN
dad-14138	388	3	enable	enable	VERB
dad-14138	388	4	the	the	DET
dad-14138	388	5	robot	robot	NOUN
dad-14138	388	6	to	to	PART
dad-14138	388	7	retain	retain	VERB
dad-14138	388	8	only	only	ADV
dad-14138	388	9	contextually	contextually	ADV
dad-14138	388	10	relevant	relevant	ADJ
dad-14138	388	11	or	or	CCONJ
dad-14138	388	12	repeatedly	repeatedly	ADV
dad-14138	388	13	reinforced	reinforce	VERB
dad-14138	388	14	information	information	NOUN
dad-14138	388	15	,	,	PUNCT
dad-14138	388	16	simulating	simulate	VERB
dad-14138	388	17	aspects	aspect	NOUN
dad-14138	388	18	of	of	ADP
dad-14138	388	19	human	human	ADJ
dad-14138	388	20	episodic	episodic	ADJ
dad-14138	388	21	memory	memory	NOUN
dad-14138	388	22	without	without	ADP
dad-14138	388	23	unbounded	unbounded	ADJ
dad-14138	388	24	memory	memory	NOUN
dad-14138	388	25	growth	growth	NOUN
dad-14138	388	26	.	.	PUNCT
dad-14138	389	1	our	our	PRON
dad-14138	389	2	current	current	ADJ
dad-14138	389	3	system	system	NOUN
dad-14138	389	4	retrieves	retrieve	VERB
dad-14138	389	5	past	past	ADP
dad-14138	389	6	conversational	conversational	ADJ
dad-14138	389	7	content	content	NOUN
dad-14138	389	8	using	use	VERB
dad-14138	389	9	a	a	DET
dad-14138	389	10	rag	rag	NOUN
dad-14138	389	11	framework	framework	NOUN
dad-14138	389	12	.	.	PUNCT
dad-14138	390	1	while	while	SCONJ
dad-14138	390	2	this	this	PRON
dad-14138	390	3	supports	support	VERB
dad-14138	390	4	some	some	DET
dad-14138	390	5	degree	degree	NOUN
dad-14138	390	6	of	of	ADP
dad-14138	390	7	contextual	contextual	ADJ
dad-14138	390	8	continuity	continuity	NOUN
dad-14138	390	9	,	,	PUNCT
dad-14138	390	10	it	it	PRON
dad-14138	390	11	does	do	AUX
dad-14138	390	12	not	not	PART
dad-14138	390	13	yet	yet	ADV
dad-14138	390	14	implement	implement	VERB
dad-14138	390	15	explicit	explicit	ADJ
dad-14138	390	16	mechanisms	mechanism	NOUN
dad-14138	390	17	for	for	ADP
dad-14138	390	18	episodic	episodic	ADJ
dad-14138	390	19	segmentation	segmentation	NOUN
dad-14138	390	20	or	or	CCONJ
dad-14138	390	21	narrative	narrative	NOUN
dad-14138	390	22	abstraction	abstraction	NOUN
dad-14138	390	23	as	as	SCONJ
dad-14138	390	24	described	describe	VERB
dad-14138	390	25	in	in	ADP
dad-14138	390	26	garcia	garcia	PROPN
dad-14138	390	27	contreras	contreras	PROPN
dad-14138	390	28	et	et	PROPN
dad-14138	390	29	al	al	PROPN
dad-14138	390	30	.	.	PROPN
dad-14138	390	31	’s	’s	PART
dad-14138	390	32	work	work	NOUN
dad-14138	390	33	.	.	PUNCT
dad-14138	391	1	their	their	PRON
dad-14138	391	2	multi	multi	ADJ
dad-14138	391	3	-	-	ADJ
dad-14138	391	4	store	store	ADJ
dad-14138	391	5	memory	memory	NOUN
dad-14138	391	6	framework	framework	NOUN
dad-14138	391	7	,	,	PUNCT
dad-14138	391	8	built	build	VERB
dad-14138	391	9	around	around	ADP
dad-14138	391	10	sensor	sensor	NOUN
dad-14138	391	11	,	,	PUNCT
dad-14138	391	12	short	short	ADJ
dad-14138	391	13	-	-	PUNCT
dad-14138	391	14	term	term	NOUN
dad-14138	391	15	,	,	PUNCT
dad-14138	391	16	and	and	CCONJ
dad-14138	391	17	long	long	ADJ
dad-14138	391	18	-	-	PUNCT
dad-14138	391	19	term	term	NOUN
dad-14138	391	20	memory	memory	NOUN
dad-14138	391	21	,	,	PUNCT
dad-14138	391	22	introduces	introduce	NOUN
dad-14138	391	23	cognitively	cognitively	ADV
dad-14138	391	24	inspired	inspire	VERB
dad-14138	391	25	forgetting	forget	VERB
dad-14138	391	26	heuristics	heuristic	NOUN
dad-14138	391	27	and	and	CCONJ
dad-14138	391	28	structured	structured	ADJ
dad-14138	391	29	narrative	narrative	NOUN
dad-14138	391	30	memory	memory	NOUN
dad-14138	391	31	.	.	PUNCT
dad-14138	392	1	recent	recent	ADJ
dad-14138	392	2	work	work	NOUN
dad-14138	392	3	by	by	ADP
dad-14138	392	4	(	(	PUNCT
dad-14138	392	5	ong	ong	INTJ
dad-14138	392	6	et	et	PROPN
dad-14138	392	7	al	al	PROPN
dad-14138	392	8	.	.	PROPN
dad-14138	392	9	,	,	PUNCT
dad-14138	392	10	2025	2025	NUM
dad-14138	392	11	)	)	PUNCT
dad-14138	392	12	also	also	ADV
dad-14138	392	13	highlights	highlight	VERB
dad-14138	392	14	the	the	DET
dad-14138	392	15	importance	importance	NOUN
dad-14138	392	16	of	of	ADP
dad-14138	392	17	structuring	structure	VERB
dad-14138	392	18	prior	prior	ADJ
dad-14138	392	19	conversational	conversational	ADJ
dad-14138	392	20	data	datum	NOUN
dad-14138	392	21	,	,	PUNCT
dad-14138	392	22	proposing	propose	VERB
dad-14138	392	23	a	a	DET
dad-14138	392	24	memory	memory	NOUN
dad-14138	392	25	timeline	timeline	NOUN
dad-14138	392	26	framework	framework	NOUN
dad-14138	392	27	(	(	PUNCT
dad-14138	392	28	theanine	theanine	NOUN
dad-14138	392	29	)	)	PUNCT
dad-14138	392	30	that	that	PRON
dad-14138	392	31	links	link	VERB
dad-14138	392	32	past	past	ADP
dad-14138	392	33	memories	memory	NOUN
dad-14138	392	34	through	through	ADP
dad-14138	392	35	temporal	temporal	ADJ
dad-14138	392	36	and	and	CCONJ
dad-14138	392	37	causal	causal	ADJ
dad-14138	392	38	relations	relation	NOUN
dad-14138	392	39	to	to	PART
dad-14138	392	40	support	support	VERB
dad-14138	392	41	response	response	NOUN
dad-14138	392	42	generation	generation	NOUN
dad-14138	392	43	.	.	PUNCT
dad-14138	393	1	while	while	SCONJ
dad-14138	393	2	distinct	distinct	ADJ
dad-14138	393	3	from	from	ADP
dad-14138	393	4	our	our	PRON
dad-14138	393	5	goals	goal	NOUN
dad-14138	393	6	,	,	PUNCT
dad-14138	393	7	such	such	ADJ
dad-14138	393	8	efforts	effort	NOUN
dad-14138	393	9	underscore	underscore	VERB
dad-14138	393	10	the	the	DET
dad-14138	393	11	broader	broad	ADJ
dad-14138	393	12	value	value	NOUN
dad-14138	393	13	of	of	ADP
dad-14138	393	14	organizing	organize	VERB
dad-14138	393	15	conversational	conversational	ADJ
dad-14138	393	16	history	history	NOUN
dad-14138	393	17	beyond	beyond	ADP
dad-14138	393	18	flat	flat	ADJ
dad-14138	393	19	retrieval	retrieval	NOUN
dad-14138	393	20	.	.	PUNCT
dad-14138	394	1	in	in	ADP
dad-14138	394	2	addition	addition	NOUN
dad-14138	394	3	,	,	PUNCT
dad-14138	394	4	we	we	PRON
dad-14138	394	5	see	see	VERB
dad-14138	394	6	promising	promise	VERB
dad-14138	394	7	avenues	avenue	NOUN
dad-14138	394	8	for	for	ADP
dad-14138	394	9	future	future	ADJ
dad-14138	394	10	enhancement	enhancement	NOUN
dad-14138	394	11	through	through	ADP
dad-14138	394	12	structured	structured	ADJ
dad-14138	394	13	relational	relational	ADJ
dad-14138	394	14	representations	representation	NOUN
dad-14138	394	15	.	.	PUNCT
dad-14138	395	1	incorporating	incorporate	VERB
dad-14138	395	2	knowledge	knowledge	NOUN
dad-14138	395	3	graphs	graph	NOUN
dad-14138	395	4	or	or	CCONJ
dad-14138	395	5	narrative	narrative	NOUN
dad-14138	395	6	schemas	schema	NOUN
dad-14138	395	7	(	(	PUNCT
dad-14138	395	8	wilcock	wilcock	NOUN
dad-14138	395	9	and	and	CCONJ
dad-14138	395	10	jokinen	jokinen	PROPN
dad-14138	395	11	,	,	PUNCT
dad-14138	395	12	2022	2022	NUM
dad-14138	395	13	;	;	PUNCT
dad-14138	395	14	walker	walker	PROPN
dad-14138	395	15	et	et	PROPN
dad-14138	395	16	al	al	PROPN
dad-14138	395	17	.	.	PROPN
dad-14138	395	18	,	,	PUNCT
dad-14138	395	19	2022	2022	NUM
dad-14138	395	20	)	)	PUNCT
dad-14138	395	21	would	would	AUX
dad-14138	395	22	enable	enable	VERB
dad-14138	395	23	the	the	DET
dad-14138	395	24	system	system	NOUN
dad-14138	395	25	to	to	PART
dad-14138	395	26	construct	construct	VERB
dad-14138	395	27	and	and	CCONJ
dad-14138	395	28	retrieve	retrieve	VERB
dad-14138	395	29	memories	memory	NOUN
dad-14138	395	30	not	not	PART
dad-14138	395	31	just	just	ADV
dad-14138	395	32	as	as	ADP
dad-14138	395	33	isolated	isolated	ADJ
dad-14138	395	34	utterances	utterance	NOUN
dad-14138	395	35	,	,	PUNCT
dad-14138	395	36	but	but	CCONJ
dad-14138	395	37	as	as	ADP
dad-14138	395	38	semantically	semantically	ADV
dad-14138	395	39	coherent	coherent	ADJ
dad-14138	395	40	entities	entity	NOUN
dad-14138	395	41	and	and	CCONJ
dad-14138	395	42	events	event	NOUN
dad-14138	395	43	—	—	PUNCT
dad-14138	395	44	mirroring	mirror	VERB
dad-14138	395	45	how	how	SCONJ
dad-14138	395	46	humans	human	NOUN
dad-14138	395	47	organize	organize	VERB
dad-14138	395	48	and	and	CCONJ
dad-14138	395	49	recall	recall	VERB
dad-14138	395	50	lived	live	VERB
dad-14138	395	51	experience	experience	NOUN
dad-14138	395	52	.	.	PUNCT
dad-14138	396	1	as	as	SCONJ
dad-14138	396	2	discussed	discuss	VERB
dad-14138	396	3	above	above	ADV
dad-14138	396	4	,	,	PUNCT
dad-14138	396	5	while	while	SCONJ
dad-14138	396	6	lufy	lufy	NOUN
dad-14138	396	7	already	already	ADV
dad-14138	396	8	demonstrates	demonstrate	VERB
dad-14138	396	9	the	the	DET
dad-14138	396	10	effectiveness	effectiveness	NOUN
dad-14138	396	11	of	of	ADP
dad-14138	396	12	cognitively	cognitively	ADV
dad-14138	396	13	informed	informed	ADJ
dad-14138	396	14	forgetting	forgetting	NOUN
dad-14138	396	15	and	and	CCONJ
dad-14138	396	16	memory	memory	NOUN
dad-14138	396	17	prioritization	prioritization	NOUN
dad-14138	396	18	,	,	PUNCT
dad-14138	396	19	its	its	PRON
dad-14138	396	20	design	design	NOUN
dad-14138	396	21	also	also	ADV
dad-14138	396	22	opens	open	VERB
dad-14138	396	23	up	up	ADP
dad-14138	396	24	natural	natural	ADJ
dad-14138	396	25	extensions	extension	NOUN
dad-14138	396	26	toward	toward	ADP
dad-14138	396	27	structured	structured	ADJ
dad-14138	396	28	and	and	CCONJ
dad-14138	396	29	relational	relational	ADJ
dad-14138	396	30	memory	memory	NOUN
dad-14138	396	31	—	—	PUNCT
dad-14138	396	32	marking	mark	VERB
dad-14138	396	33	a	a	DET
dad-14138	396	34	promising	promising	ADJ
dad-14138	396	35	direction	direction	NOUN
dad-14138	396	36	for	for	ADP
dad-14138	396	37	future	future	ADJ
dad-14138	396	38	development	development	NOUN
dad-14138	396	39	.	.	PUNCT
dad-14138	397	1	7	7	X
dad-14138	397	2	.	.	X
dad-14138	397	3	conclusion	conclusion	NOUN
dad-14138	397	4	7.1	7.1	NUM
dad-14138	397	5	summary	summary	NOUN
dad-14138	397	6	this	this	DET
dad-14138	397	7	study	study	NOUN
dad-14138	397	8	introduced	introduce	VERB
dad-14138	397	9	lufy	lufy	ADV
dad-14138	397	10	,	,	PUNCT
dad-14138	397	11	a	a	DET
dad-14138	397	12	novel	novel	NOUN
dad-14138	397	13	retrieval	retrieval	NOUN
dad-14138	397	14	-	-	PUNCT
dad-14138	397	15	augmented	augment	VERB
dad-14138	397	16	generation	generation	NOUN
dad-14138	397	17	(	(	PUNCT
dad-14138	397	18	rag	rag	NOUN
dad-14138	397	19	)	)	PUNCT
dad-14138	397	20	chatbot	chatbot	NOUN
dad-14138	397	21	designed	design	VERB
dad-14138	397	22	to	to	PART
dad-14138	397	23	address	address	VERB
dad-14138	397	24	the	the	DET
dad-14138	397	25	challenge	challenge	NOUN
dad-14138	397	26	of	of	ADP
dad-14138	397	27	memory	memory	NOUN
dad-14138	397	28	management	management	NOUN
dad-14138	397	29	in	in	ADP
dad-14138	397	30	long	long	ADJ
dad-14138	397	31	-	-	PUNCT
dad-14138	397	32	term	term	NOUN
dad-14138	397	33	conversations	conversation	NOUN
dad-14138	397	34	.	.	PUNCT
dad-14138	398	1	drawing	draw	VERB
dad-14138	398	2	on	on	ADP
dad-14138	398	3	psychological	psychological	ADJ
dad-14138	398	4	insights	insight	NOUN
dad-14138	398	5	,	,	PUNCT
dad-14138	398	6	lufy	lufy	NOUN
dad-14138	398	7	employs	employ	VERB
dad-14138	398	8	a	a	DET
dad-14138	398	9	unique	unique	ADJ
dad-14138	398	10	approach	approach	NOUN
dad-14138	398	11	to	to	PART
dad-14138	398	12	evaluate	evaluate	VERB
dad-14138	398	13	and	and	CCONJ
dad-14138	398	14	prioritize	prioritize	VERB
dad-14138	398	15	memories	memory	NOUN
dad-14138	398	16	based	base	VERB
dad-14138	398	17	on	on	ADP
dad-14138	398	18	six	six	NUM
dad-14138	398	19	key	key	ADJ
dad-14138	398	20	metrics	metric	NOUN
dad-14138	398	21	:	:	PUNCT
dad-14138	398	22	emotional	emotional	ADJ
dad-14138	398	23	arousal	arousal	NOUN
dad-14138	398	24	,	,	PUNCT
dad-14138	398	25	surprise	surprise	NOUN
dad-14138	398	26	,	,	PUNCT
dad-14138	398	27	llm	llm	NOUN
dad-14138	398	28	-	-	PUNCT
dad-14138	398	29	estimated	estimate	VERB
dad-14138	398	30	importance	importance	NOUN
dad-14138	398	31	,	,	PUNCT
dad-14138	398	32	and	and	CCONJ
dad-14138	398	33	retrieval	retrieval	NOUN
dad-14138	398	34	-	-	PUNCT
dad-14138	398	35	induced	induce	VERB
dad-14138	398	36	forgetting	forgetting	NOUN
dad-14138	398	37	.	.	PUNCT
dad-14138	399	1	unlike	unlike	ADP
dad-14138	399	2	traditional	traditional	ADJ
dad-14138	399	3	rag	rag	NOUN
dad-14138	399	4	models	model	NOUN
dad-14138	399	5	that	that	PRON
dad-14138	399	6	either	either	CCONJ
dad-14138	399	7	store	store	VERB
dad-14138	399	8	all	all	DET
dad-14138	399	9	memories	memory	NOUN
dad-14138	399	10	or	or	CCONJ
dad-14138	399	11	rely	rely	VERB
dad-14138	399	12	on	on	ADP
dad-14138	399	13	simplistic	simplistic	ADJ
dad-14138	399	14	forgetting	forgetting	NOUN
dad-14138	399	15	mechanisms	mechanism	NOUN
dad-14138	399	16	,	,	PUNCT
dad-14138	399	17	lufy	lufy	PROPN
dad-14138	399	18	uses	uses	AUX
dad-14138	399	19	learned	learn	VERB
dad-14138	399	20	weights	weight	NOUN
dad-14138	399	21	to	to	PART
dad-14138	399	22	balance	balance	VERB
dad-14138	399	23	these	these	DET
dad-14138	399	24	metrics	metric	NOUN
dad-14138	399	25	,	,	PUNCT
dad-14138	399	26	ensuring	ensure	VERB
dad-14138	399	27	that	that	SCONJ
dad-14138	399	28	emotionally	emotionally	ADV
dad-14138	399	29	significant	significant	ADJ
dad-14138	399	30	and	and	CCONJ
dad-14138	399	31	contextually	contextually	ADV
dad-14138	399	32	relevant	relevant	ADJ
dad-14138	399	33	memories	memory	NOUN
dad-14138	399	34	are	be	AUX
dad-14138	399	35	retained	retain	VERB
dad-14138	399	36	while	while	SCONJ
dad-14138	399	37	less	less	ADV
dad-14138	399	38	important	important	ADJ
dad-14138	399	39	ones	one	NOUN
dad-14138	399	40	are	be	AUX
dad-14138	399	41	gradually	gradually	ADV
dad-14138	399	42	forgotten	forget	VERB
dad-14138	399	43	.	.	PUNCT
dad-14138	400	1	through	through	ADP
dad-14138	400	2	extensive	extensive	ADJ
dad-14138	400	3	user	user	NOUN
dad-14138	400	4	experiments	experiment	NOUN
dad-14138	400	5	,	,	PUNCT
dad-14138	400	6	involving	involve	VERB
dad-14138	400	7	conversations	conversation	NOUN
dad-14138	400	8	4.5	4.5	NUM
dad-14138	400	9	times	time	NOUN
dad-14138	400	10	longer	long	ADV
dad-14138	400	11	than	than	ADP
dad-14138	400	12	those	those	PRON
dad-14138	400	13	in	in	ADP
dad-14138	400	14	previous	previous	ADJ
dad-14138	400	15	studies	study	NOUN
dad-14138	400	16	,	,	PUNCT
dad-14138	400	17	lufy	lufy	NOUN
dad-14138	400	18	demonstrated	demonstrate	VERB
dad-14138	400	19	superior	superior	ADJ
dad-14138	400	20	performance	performance	NOUN
dad-14138	400	21	in	in	ADP
dad-14138	400	22	maintaining	maintain	VERB
dad-14138	400	23	engaging	engage	VERB
dad-14138	400	24	,	,	PUNCT
dad-14138	400	25	personalized	personalized	ADJ
dad-14138	400	26	,	,	PUNCT
dad-14138	400	27	and	and	CCONJ
dad-14138	400	28	positive	positive	ADJ
dad-14138	400	29	dialogues	dialogue	NOUN
dad-14138	400	30	.	.	PUNCT
dad-14138	401	1	the	the	DET
dad-14138	401	2	results	result	NOUN
dad-14138	401	3	,	,	PUNCT
dad-14138	401	4	validated	validate	VERB
dad-14138	401	5	through	through	ADP
dad-14138	401	6	subjective	subjective	ADJ
dad-14138	401	7	evaluations	evaluation	NOUN
dad-14138	401	8	,	,	PUNCT
dad-14138	401	9	sentiment	sentiment	NOUN
dad-14138	401	10	analysis	analysis	NOUN
dad-14138	401	11	,	,	PUNCT
dad-14138	401	12	and	and	CCONJ
dad-14138	401	13	llm	llm	PROPN
dad-14138	401	14	assessments	assessment	NOUN
dad-14138	401	15	,	,	PUNCT
dad-14138	401	16	showed	show	VERB
dad-14138	401	17	that	that	SCONJ
dad-14138	401	18	lufy	lufy	NOUN
dad-14138	401	19	significantly	significantly	ADV
dad-14138	401	20	outperformed	outperform	VERB
dad-14138	401	21	both	both	CCONJ
dad-14138	401	22	a	a	DET
dad-14138	401	23	naive	naive	ADJ
dad-14138	401	24	rag	rag	NOUN
dad-14138	401	25	system	system	NOUN
dad-14138	401	26	and	and	CCONJ
dad-14138	401	27	the	the	DET
dad-14138	401	28	memorybank	memorybank	PROPN
dad-14138	401	29	model	model	NOUN
dad-14138	401	30	,	,	PUNCT
dad-14138	401	31	particularly	particularly	ADV
dad-14138	401	32	in	in	ADP
dad-14138	401	33	later	later	ADJ
dad-14138	401	34	stages	stage	NOUN
dad-14138	401	35	of	of	ADP
dad-14138	401	36	extended	extended	ADJ
dad-14138	401	37	interactions	interaction	NOUN
dad-14138	401	38	.	.	PUNCT
dad-14138	402	1	the	the	DET
dad-14138	402	2	development	development	NOUN
dad-14138	402	3	of	of	ADP
dad-14138	402	4	the	the	DET
dad-14138	402	5	lufy	lufy	ADV
dad-14138	402	6	-	-	PUNCT
dad-14138	402	7	dataset	dataset	NOUN
dad-14138	402	8	,	,	PUNCT
dad-14138	402	9	a	a	DET
dad-14138	402	10	comprehensive	comprehensive	ADJ
dad-14138	402	11	collection	collection	NOUN
dad-14138	402	12	of	of	ADP
dad-14138	402	13	human	human	ADJ
dad-14138	402	14	-	-	PUNCT
dad-14138	402	15	chatbot	chatbot	NOUN
dad-14138	402	16	conversations	conversation	NOUN
dad-14138	402	17	annotated	annotate	VERB
dad-14138	402	18	for	for	ADP
dad-14138	402	19	importance	importance	NOUN
dad-14138	402	20	,	,	PUNCT
dad-14138	402	21	further	far	ADV
dad-14138	402	22	contributes	contribute	VERB
dad-14138	402	23	to	to	ADP
dad-14138	402	24	the	the	DET
dad-14138	402	25	field	field	NOUN
dad-14138	402	26	by	by	ADP
dad-14138	402	27	providing	provide	VERB
dad-14138	402	28	a	a	DET
dad-14138	402	29	valuable	valuable	ADJ
dad-14138	402	30	resource	resource	NOUN
dad-14138	402	31	for	for	ADP
dad-14138	402	32	future	future	ADJ
dad-14138	402	33	research	research	NOUN
dad-14138	402	34	in	in	ADP
dad-14138	402	35	long	long	ADJ
dad-14138	402	36	-	-	PUNCT
dad-14138	402	37	term	term	NOUN
dad-14138	402	38	conversational	conversational	ADJ
dad-14138	402	39	ai	ai	NOUN
dad-14138	402	40	.	.	PUNCT
dad-14138	403	1	overall	overall	ADV
dad-14138	403	2	,	,	PUNCT
dad-14138	403	3	this	this	DET
dad-14138	403	4	study	study	NOUN
dad-14138	403	5	demonstrates	demonstrate	VERB
dad-14138	403	6	the	the	DET
dad-14138	403	7	potential	potential	NOUN
dad-14138	403	8	of	of	ADP
dad-14138	403	9	forgetting	forget	VERB
dad-14138	403	10	unimportant	unimportant	ADJ
dad-14138	403	11	memories	memory	NOUN
dad-14138	403	12	.	.	PUNCT
dad-14138	404	1	95	95	NUM
dad-14138	404	2	ryuichi	ryuichi	PROPN
dad-14138	404	3	sumida	sumida	PROPN
dad-14138	404	4	,	,	PUNCT
dad-14138	404	5	inoue	inoue	PROPN
dad-14138	404	6	and	and	CCONJ
dad-14138	404	7	kawahara	kawahara	PROPN
dad-14138	404	8	7.2	7.2	NUM
dad-14138	404	9	future	future	ADJ
dad-14138	404	10	work	work	NOUN
dad-14138	404	11	this	this	DET
dad-14138	404	12	study	study	NOUN
dad-14138	404	13	has	have	AUX
dad-14138	404	14	demonstrated	demonstrate	VERB
dad-14138	404	15	the	the	DET
dad-14138	404	16	potential	potential	ADJ
dad-14138	404	17	advantages	advantage	NOUN
dad-14138	404	18	of	of	ADP
dad-14138	404	19	the	the	DET
dad-14138	404	20	proposed	propose	VERB
dad-14138	404	21	method	method	NOUN
dad-14138	404	22	in	in	ADP
dad-14138	404	23	enhancing	enhance	VERB
dad-14138	404	24	chatbot	chatbot	NOUN
dad-14138	404	25	interactions	interaction	NOUN
dad-14138	404	26	through	through	ADP
dad-14138	404	27	improved	improve	VERB
dad-14138	404	28	objective	objective	ADJ
dad-14138	404	29	and	and	CCONJ
dad-14138	404	30	subjective	subjective	ADJ
dad-14138	404	31	evaluations	evaluation	NOUN
dad-14138	404	32	.	.	PUNCT
dad-14138	405	1	however	however	ADV
dad-14138	405	2	,	,	PUNCT
dad-14138	405	3	it	it	PRON
dad-14138	405	4	is	be	AUX
dad-14138	405	5	important	important	ADJ
dad-14138	405	6	to	to	PART
dad-14138	405	7	acknowledge	acknowledge	VERB
dad-14138	405	8	its	its	PRON
dad-14138	405	9	limitations	limitation	NOUN
dad-14138	405	10	.	.	PUNCT
dad-14138	406	1	firstly	firstly	ADV
dad-14138	406	2	,	,	PUNCT
dad-14138	406	3	our	our	PRON
dad-14138	406	4	investigation	investigation	NOUN
dad-14138	406	5	focused	focus	VERB
dad-14138	406	6	solely	solely	ADV
dad-14138	406	7	on	on	ADP
dad-14138	406	8	the	the	DET
dad-14138	406	9	impact	impact	NOUN
dad-14138	406	10	of	of	ADP
dad-14138	406	11	memory	memory	NOUN
dad-14138	406	12	-	-	PUNCT
dad-14138	406	13	related	relate	VERB
dad-14138	406	14	psychological	psychological	ADJ
dad-14138	406	15	metrics	metric	NOUN
dad-14138	406	16	in	in	ADP
dad-14138	406	17	conversations	conversation	NOUN
dad-14138	406	18	between	between	ADP
dad-14138	406	19	strangers	stranger	NOUN
dad-14138	406	20	.	.	PUNCT
dad-14138	407	1	future	future	ADJ
dad-14138	407	2	research	research	NOUN
dad-14138	407	3	should	should	AUX
dad-14138	407	4	aim	aim	VERB
dad-14138	407	5	to	to	PART
dad-14138	407	6	diversify	diversify	VERB
dad-14138	407	7	the	the	DET
dad-14138	407	8	dataset	dataset	NOUN
dad-14138	407	9	by	by	ADP
dad-14138	407	10	including	include	VERB
dad-14138	407	11	interactions	interaction	NOUN
dad-14138	407	12	among	among	ADP
dad-14138	407	13	friends	friend	NOUN
dad-14138	407	14	,	,	PUNCT
dad-14138	407	15	family	family	NOUN
dad-14138	407	16	members	member	NOUN
dad-14138	407	17	,	,	PUNCT
dad-14138	407	18	and	and	CCONJ
dad-14138	407	19	other	other	ADJ
dad-14138	407	20	relationships	relationship	NOUN
dad-14138	407	21	to	to	PART
dad-14138	407	22	comprehensively	comprehensively	ADV
dad-14138	407	23	understand	understand	VERB
dad-14138	407	24	these	these	DET
dad-14138	407	25	metrics	metric	NOUN
dad-14138	407	26	’	'	PUNCT
dad-14138	407	27	influence	influence	NOUN
dad-14138	407	28	across	across	ADP
dad-14138	407	29	different	different	ADJ
dad-14138	407	30	conversational	conversational	ADJ
dad-14138	407	31	contexts	contexts	NOUN
dad-14138	407	32	.	.	PUNCT
dad-14138	408	1	second	second	ADJ
dad-14138	408	2	,	,	PUNCT
dad-14138	408	3	this	this	DET
dad-14138	408	4	study	study	NOUN
dad-14138	408	5	only	only	ADV
dad-14138	408	6	looked	look	VERB
dad-14138	408	7	at	at	ADP
dad-14138	408	8	text	text	NOUN
dad-14138	408	9	-	-	PUNCT
dad-14138	408	10	based	base	VERB
dad-14138	408	11	conversations	conversation	NOUN
dad-14138	408	12	.	.	PUNCT
dad-14138	409	1	in	in	ADP
dad-14138	409	2	text	text	NOUN
dad-14138	409	3	,	,	PUNCT
dad-14138	409	4	indicators	indicator	NOUN
dad-14138	409	5	like	like	ADP
dad-14138	409	6	exclamation	exclamation	NOUN
dad-14138	409	7	marks	mark	NOUN
dad-14138	409	8	play	play	VERB
dad-14138	409	9	a	a	DET
dad-14138	409	10	role	role	NOUN
dad-14138	409	11	in	in	ADP
dad-14138	409	12	detecting	detect	VERB
dad-14138	409	13	arousal	arousal	NOUN
dad-14138	409	14	.	.	PUNCT
dad-14138	410	1	for	for	ADP
dad-14138	410	2	example	example	NOUN
dad-14138	410	3	,	,	PUNCT
dad-14138	410	4	when	when	SCONJ
dad-14138	410	5	a	a	DET
dad-14138	410	6	user	user	NOUN
dad-14138	410	7	said	say	VERB
dad-14138	410	8	,	,	PUNCT
dad-14138	410	9	”	"	PUNCT
dad-14138	410	10	i	i	PRON
dad-14138	410	11	’m	’m	AUX
dad-14138	410	12	going	go	VERB
dad-14138	410	13	to	to	ADP
dad-14138	410	14	hong	hong	PROPN
dad-14138	410	15	kong	kong	PROPN
dad-14138	410	16	with	with	ADP
dad-14138	410	17	my	my	PRON
dad-14138	410	18	friends	friend	NOUN
dad-14138	410	19	next	next	ADP
dad-14138	410	20	month	month	NOUN
dad-14138	410	21	,	,	PUNCT
dad-14138	410	22	”	"	PUNCT
dad-14138	410	23	our	our	PRON
dad-14138	410	24	system	system	NOUN
dad-14138	410	25	recognized	recognize	VERB
dad-14138	410	26	a	a	DET
dad-14138	410	27	low	low	ADJ
dad-14138	410	28	arousal	arousal	ADJ
dad-14138	410	29	level	level	NOUN
dad-14138	410	30	,	,	PUNCT
dad-14138	410	31	missing	miss	VERB
dad-14138	410	32	the	the	DET
dad-14138	410	33	excitement	excitement	NOUN
dad-14138	410	34	.	.	PUNCT
dad-14138	411	1	future	future	ADJ
dad-14138	411	2	work	work	NOUN
dad-14138	411	3	should	should	AUX
dad-14138	411	4	explore	explore	VERB
dad-14138	411	5	multimodal	multimodal	NOUN
dad-14138	411	6	settings	setting	NOUN
dad-14138	411	7	to	to	PART
dad-14138	411	8	improve	improve	VERB
dad-14138	411	9	the	the	DET
dad-14138	411	10	accuracy	accuracy	NOUN
dad-14138	411	11	of	of	ADP
dad-14138	411	12	emotional	emotional	ADJ
dad-14138	411	13	detection	detection	NOUN
dad-14138	411	14	.	.	PUNCT
dad-14138	412	1	third	third	ADJ
dad-14138	412	2	,	,	PUNCT
dad-14138	412	3	our	our	PRON
dad-14138	412	4	current	current	ADJ
dad-14138	412	5	framework	framework	NOUN
dad-14138	412	6	does	do	AUX
dad-14138	412	7	not	not	PART
dad-14138	412	8	yet	yet	ADV
dad-14138	412	9	capture	capture	VERB
dad-14138	412	10	implicitly	implicitly	ADV
dad-14138	412	11	referenced	reference	VERB
dad-14138	412	12	content	content	NOUN
dad-14138	412	13	,	,	PUNCT
dad-14138	412	14	social	social	ADJ
dad-14138	412	15	dynamics	dynamic	NOUN
dad-14138	412	16	(	(	PUNCT
dad-14138	412	17	e.g.	e.g.	ADV
dad-14138	412	18	,	,	PUNCT
dad-14138	412	19	face	face	NOUN
dad-14138	412	20	-	-	PUNCT
dad-14138	412	21	saving	save	VERB
dad-14138	412	22	(	(	PUNCT
dad-14138	412	23	brockner	brockner	NOUN
dad-14138	412	24	et	et	PROPN
dad-14138	412	25	al	al	PROPN
dad-14138	412	26	.	.	PROPN
dad-14138	412	27	,	,	PUNCT
dad-14138	412	28	1981	1981	NUM
dad-14138	412	29	)	)	PUNCT
dad-14138	412	30	)	)	PUNCT
dad-14138	412	31	,	,	PUNCT
dad-14138	412	32	or	or	CCONJ
dad-14138	412	33	dialogue	dialogue	NOUN
dad-14138	412	34	progression	progression	NOUN
dad-14138	412	35	structure	structure	NOUN
dad-14138	412	36	(	(	PUNCT
dad-14138	412	37	levinson	levinson	PROPN
dad-14138	412	38	,	,	PUNCT
dad-14138	412	39	1981	1981	NUM
dad-14138	412	40	)	)	PUNCT
dad-14138	412	41	(	(	PUNCT
dad-14138	412	42	e.g.	e.g.	ADV
dad-14138	412	43	,	,	PUNCT
dad-14138	412	44	adjacency	adjacency	NOUN
dad-14138	412	45	pairs	pair	NOUN
dad-14138	412	46	,	,	PUNCT
dad-14138	412	47	repairs	repair	NOUN
dad-14138	412	48	)	)	PUNCT
dad-14138	412	49	.	.	PUNCT
dad-14138	413	1	future	future	ADJ
dad-14138	413	2	work	work	NOUN
dad-14138	413	3	could	could	AUX
dad-14138	413	4	investigate	investigate	VERB
dad-14138	413	5	how	how	SCONJ
dad-14138	413	6	such	such	ADJ
dad-14138	413	7	relational	relational	ADJ
dad-14138	413	8	and	and	CCONJ
dad-14138	413	9	pragmatic	pragmatic	ADJ
dad-14138	413	10	elements	element	NOUN
dad-14138	413	11	impact	impact	NOUN
dad-14138	413	12	memory	memory	NOUN
dad-14138	413	13	importance	importance	NOUN
dad-14138	413	14	,	,	PUNCT
dad-14138	413	15	potentially	potentially	ADV
dad-14138	413	16	by	by	ADP
dad-14138	413	17	incorporating	incorporate	VERB
dad-14138	413	18	discourse	discourse	NOUN
dad-14138	413	19	parsing	parsing	NOUN
dad-14138	413	20	,	,	PUNCT
dad-14138	413	21	speaker	speaker	NOUN
dad-14138	413	22	state	state	NOUN
dad-14138	413	23	tracking	tracking	NOUN
dad-14138	413	24	,	,	PUNCT
dad-14138	413	25	or	or	CCONJ
dad-14138	413	26	theory	theory	NOUN
dad-14138	413	27	-	-	PUNCT
dad-14138	413	28	of	of	ADP
dad-14138	413	29	-	-	PUNCT
dad-14138	413	30	mind	mind	NOUN
dad-14138	413	31	modeling	modeling	NOUN
dad-14138	413	32	.	.	PUNCT
dad-14138	414	1	in	in	ADP
dad-14138	414	2	addition	addition	NOUN
dad-14138	414	3	,	,	PUNCT
dad-14138	414	4	we	we	PRON
dad-14138	414	5	plan	plan	VERB
dad-14138	414	6	to	to	PART
dad-14138	414	7	explore	explore	VERB
dad-14138	414	8	complementary	complementary	ADJ
dad-14138	414	9	metrics	metric	NOUN
dad-14138	414	10	such	such	ADJ
dad-14138	414	11	as	as	ADP
dad-14138	414	12	conversational	conversational	ADJ
dad-14138	414	13	risk	risk	NOUN
dad-14138	414	14	-	-	PUNCT
dad-14138	414	15	taking	taking	NOUN
dad-14138	414	16	(	(	PUNCT
dad-14138	414	17	e.g.	e.g.	ADV
dad-14138	414	18	,	,	PUNCT
dad-14138	414	19	controversy	controversy	NOUN
dad-14138	414	20	)	)	PUNCT
dad-14138	414	21	,	,	PUNCT
dad-14138	414	22	and	and	CCONJ
dad-14138	414	23	topical	topical	ADJ
dad-14138	414	24	diversity	diversity	NOUN
dad-14138	414	25	to	to	PART
dad-14138	414	26	capture	capture	VERB
dad-14138	414	27	broader	broad	ADJ
dad-14138	414	28	aspects	aspect	NOUN
dad-14138	414	29	of	of	ADP
dad-14138	414	30	engagement	engagement	NOUN
dad-14138	414	31	beyond	beyond	ADP
dad-14138	414	32	flow	flow	NOUN
dad-14138	414	33	and	and	CCONJ
dad-14138	414	34	personalization	personalization	NOUN
dad-14138	414	35	.	.	PUNCT
dad-14138	415	1	fourth	fourth	ADJ
dad-14138	415	2	,	,	PUNCT
dad-14138	415	3	in	in	ADP
dad-14138	415	4	practice	practice	NOUN
dad-14138	415	5	,	,	PUNCT
dad-14138	415	6	long	long	ADJ
dad-14138	415	7	-	-	PUNCT
dad-14138	415	8	term	term	NOUN
dad-14138	415	9	interactions	interaction	NOUN
dad-14138	415	10	may	may	AUX
dad-14138	415	11	introduce	introduce	VERB
dad-14138	415	12	contradictions	contradiction	NOUN
dad-14138	415	13	—	—	PUNCT
dad-14138	415	14	for	for	ADP
dad-14138	415	15	example	example	NOUN
dad-14138	415	16	,	,	PUNCT
dad-14138	415	17	when	when	SCONJ
dad-14138	415	18	a	a	DET
dad-14138	415	19	user	user	NOUN
dad-14138	415	20	updates	update	VERB
dad-14138	415	21	or	or	CCONJ
dad-14138	415	22	retracts	retract	VERB
dad-14138	415	23	earlier	early	ADJ
dad-14138	415	24	statements	statement	NOUN
dad-14138	415	25	.	.	PUNCT
dad-14138	416	1	lufy	lufy	NOUN
dad-14138	416	2	does	do	AUX
dad-14138	416	3	not	not	PART
dad-14138	416	4	currently	currently	ADV
dad-14138	416	5	attempt	attempt	VERB
dad-14138	416	6	contradiction	contradiction	NOUN
dad-14138	416	7	detection	detection	NOUN
dad-14138	416	8	at	at	ADP
dad-14138	416	9	the	the	DET
dad-14138	416	10	symbolic	symbolic	ADJ
dad-14138	416	11	level	level	NOUN
dad-14138	416	12	,	,	PUNCT
dad-14138	416	13	but	but	CCONJ
dad-14138	416	14	it	it	PRON
dad-14138	416	15	mitigates	mitigate	VERB
dad-14138	416	16	conflict	conflict	NOUN
dad-14138	416	17	through	through	ADP
dad-14138	416	18	dynamic	dynamic	ADJ
dad-14138	416	19	forgetting	forgetting	NOUN
dad-14138	416	20	and	and	CCONJ
dad-14138	416	21	salience	salience	NOUN
dad-14138	416	22	-	-	PUNCT
dad-14138	416	23	based	base	VERB
dad-14138	416	24	retrieval	retrieval	NOUN
dad-14138	416	25	:	:	PUNCT
dad-14138	416	26	newer	new	ADJ
dad-14138	416	27	,	,	PUNCT
dad-14138	416	28	more	more	ADV
dad-14138	416	29	emotionally	emotionally	ADV
dad-14138	416	30	charged	charge	VERB
dad-14138	416	31	,	,	PUNCT
dad-14138	416	32	or	or	CCONJ
dad-14138	416	33	frequently	frequently	ADV
dad-14138	416	34	retrieved	retrieve	VERB
dad-14138	416	35	memories	memory	NOUN
dad-14138	416	36	are	be	AUX
dad-14138	416	37	prioritized	prioritize	VERB
dad-14138	416	38	,	,	PUNCT
dad-14138	416	39	while	while	SCONJ
dad-14138	416	40	outdated	outdated	ADJ
dad-14138	416	41	or	or	CCONJ
dad-14138	416	42	less	less	ADV
dad-14138	416	43	important	important	ADJ
dad-14138	416	44	ones	one	NOUN
dad-14138	416	45	are	be	AUX
dad-14138	416	46	forgotten	forget	VERB
dad-14138	416	47	.	.	PUNCT
dad-14138	417	1	this	this	DET
dad-14138	417	2	approach	approach	NOUN
dad-14138	417	3	is	be	AUX
dad-14138	417	4	consistent	consistent	ADJ
dad-14138	417	5	with	with	ADP
dad-14138	417	6	prior	prior	ADJ
dad-14138	417	7	work	work	NOUN
dad-14138	417	8	in	in	ADP
dad-14138	417	9	longterm	longterm	NOUN
dad-14138	417	10	memory	memory	NOUN
dad-14138	417	11	for	for	ADP
dad-14138	417	12	social	social	ADJ
dad-14138	417	13	agents	agent	NOUN
dad-14138	417	14	(	(	PUNCT
dad-14138	417	15	bae	bae	PROPN
dad-14138	417	16	et	et	PROPN
dad-14138	417	17	al	al	PROPN
dad-14138	417	18	.	.	PROPN
dad-14138	417	19	,	,	PUNCT
dad-14138	417	20	2022	2022	NUM
dad-14138	417	21	)	)	PUNCT
dad-14138	417	22	,	,	PUNCT
dad-14138	417	23	which	which	PRON
dad-14138	417	24	similarly	similarly	ADV
dad-14138	417	25	favors	favor	VERB
dad-14138	417	26	overwriting	overwrite	VERB
dad-14138	417	27	older	old	ADJ
dad-14138	417	28	memories	memory	NOUN
dad-14138	417	29	implicitly	implicitly	ADV
dad-14138	417	30	during	during	ADP
dad-14138	417	31	retrieval	retrieval	NOUN
dad-14138	417	32	.	.	PUNCT
dad-14138	418	1	future	future	ADJ
dad-14138	418	2	work	work	NOUN
dad-14138	418	3	could	could	AUX
dad-14138	418	4	integrate	integrate	VERB
dad-14138	418	5	more	more	ADV
dad-14138	418	6	explicit	explicit	ADJ
dad-14138	418	7	contradiction	contradiction	NOUN
dad-14138	418	8	resolution	resolution	NOUN
dad-14138	418	9	using	use	VERB
dad-14138	418	10	techniques	technique	NOUN
dad-14138	418	11	from	from	ADP
dad-14138	418	12	natural	natural	ADJ
dad-14138	418	13	language	language	NOUN
dad-14138	418	14	inference	inference	NOUN
dad-14138	418	15	or	or	CCONJ
dad-14138	418	16	entailment	entailment	NOUN
dad-14138	418	17	.	.	PUNCT
dad-14138	419	1	fifth	fifth	ADJ
dad-14138	419	2	,	,	PUNCT
dad-14138	419	3	while	while	SCONJ
dad-14138	419	4	we	we	PRON
dad-14138	419	5	standardized	standardize	VERB
dad-14138	419	6	the	the	DET
dad-14138	419	7	prompts	prompt	NOUN
dad-14138	419	8	used	use	VERB
dad-14138	419	9	for	for	ADP
dad-14138	419	10	tasks	task	NOUN
dad-14138	419	11	such	such	ADJ
dad-14138	419	12	as	as	ADP
dad-14138	419	13	memory	memory	NOUN
dad-14138	419	14	importance	importance	NOUN
dad-14138	419	15	estimation	estimation	NOUN
dad-14138	419	16	and	and	CCONJ
dad-14138	419	17	user	user	NOUN
dad-14138	419	18	experience	experience	NOUN
dad-14138	419	19	evaluation	evaluation	NOUN
dad-14138	419	20	,	,	PUNCT
dad-14138	419	21	we	we	PRON
dad-14138	419	22	recognize	recognize	VERB
dad-14138	419	23	that	that	SCONJ
dad-14138	419	24	prompt	prompt	ADJ
dad-14138	419	25	design	design	NOUN
dad-14138	419	26	can	can	AUX
dad-14138	419	27	meaningfully	meaningfully	ADV
dad-14138	419	28	influence	influence	VERB
dad-14138	419	29	llm	llm	PROPN
dad-14138	419	30	behavior	behavior	NOUN
dad-14138	419	31	.	.	PUNCT
dad-14138	420	1	for	for	ADP
dad-14138	420	2	instance	instance	NOUN
dad-14138	420	3	,	,	PUNCT
dad-14138	420	4	in	in	ADP
dad-14138	420	5	the	the	DET
dad-14138	420	6	rating	rating	NOUN
dad-14138	420	7	prompt	prompt	NOUN
dad-14138	420	8	shown	show	VERB
dad-14138	420	9	in	in	ADP
dad-14138	420	10	figure	figure	NOUN
dad-14138	420	11	1	1	NUM
dad-14138	420	12	,	,	PUNCT
dad-14138	420	13	the	the	DET
dad-14138	420	14	numerical	numerical	ADJ
dad-14138	420	15	scale	scale	NOUN
dad-14138	420	16	appears	appear	VERB
dad-14138	420	17	after	after	ADP
dad-14138	420	18	the	the	DET
dad-14138	420	19	instructions	instruction	NOUN
dad-14138	420	20	.	.	PUNCT
dad-14138	421	1	we	we	PRON
dad-14138	421	2	did	do	AUX
dad-14138	421	3	not	not	PART
dad-14138	421	4	investigate	investigate	VERB
dad-14138	421	5	whether	whether	SCONJ
dad-14138	421	6	reordering	reordering	NOUN
dad-14138	421	7	or	or	CCONJ
dad-14138	421	8	rephrasing	rephrase	VERB
dad-14138	421	9	such	such	ADJ
dad-14138	421	10	elements	element	NOUN
dad-14138	421	11	would	would	AUX
dad-14138	421	12	alter	alter	VERB
dad-14138	421	13	outcomes	outcome	NOUN
dad-14138	421	14	.	.	PUNCT
dad-14138	422	1	future	future	ADJ
dad-14138	422	2	work	work	NOUN
dad-14138	422	3	could	could	AUX
dad-14138	422	4	examine	examine	VERB
dad-14138	422	5	prompt	prompt	ADJ
dad-14138	422	6	sensitivity	sensitivity	NOUN
dad-14138	422	7	more	more	ADV
dad-14138	422	8	systematically	systematically	ADV
dad-14138	422	9	—	—	PUNCT
dad-14138	422	10	for	for	ADP
dad-14138	422	11	example	example	NOUN
dad-14138	422	12	,	,	PUNCT
dad-14138	422	13	testing	test	VERB
dad-14138	422	14	whether	whether	SCONJ
dad-14138	422	15	presenting	present	VERB
dad-14138	422	16	the	the	DET
dad-14138	422	17	rating	rating	NOUN
dad-14138	422	18	scale	scale	NOUN
dad-14138	422	19	before	before	ADP
dad-14138	422	20	vs.	vs.	ADP
dad-14138	422	21	after	after	ADP
dad-14138	422	22	the	the	DET
dad-14138	422	23	task	task	NOUN
dad-14138	422	24	description	description	NOUN
dad-14138	422	25	impacts	impact	VERB
dad-14138	422	26	consistency	consistency	NOUN
dad-14138	422	27	or	or	CCONJ
dad-14138	422	28	alignment	alignment	NOUN
dad-14138	422	29	with	with	ADP
dad-14138	422	30	human	human	ADJ
dad-14138	422	31	judgments	judgment	NOUN
dad-14138	422	32	.	.	PUNCT
dad-14138	423	1	this	this	DET
dad-14138	423	2	direction	direction	NOUN
dad-14138	423	3	may	may	AUX
dad-14138	423	4	be	be	AUX
dad-14138	423	5	especially	especially	ADV
dad-14138	423	6	important	important	ADJ
dad-14138	423	7	for	for	ADP
dad-14138	423	8	ensuring	ensure	VERB
dad-14138	423	9	the	the	DET
dad-14138	423	10	reliability	reliability	NOUN
dad-14138	423	11	and	and	CCONJ
dad-14138	423	12	interpretability	interpretability	NOUN
dad-14138	423	13	of	of	ADP
dad-14138	423	14	llm	llm	NOUN
dad-14138	423	15	-	-	PUNCT
dad-14138	423	16	based	base	VERB
dad-14138	423	17	evaluations	evaluation	NOUN
dad-14138	423	18	.	.	PUNCT
dad-14138	424	1	ethical	ethical	ADJ
dad-14138	424	2	considerations	consideration	NOUN
dad-14138	424	3	.	.	PUNCT
dad-14138	425	1	as	as	SCONJ
dad-14138	425	2	our	our	PRON
dad-14138	425	3	system	system	NOUN
dad-14138	425	4	involves	involve	VERB
dad-14138	425	5	the	the	DET
dad-14138	425	6	long	long	ADJ
dad-14138	425	7	-	-	PUNCT
dad-14138	425	8	term	term	NOUN
dad-14138	425	9	retention	retention	NOUN
dad-14138	425	10	of	of	ADP
dad-14138	425	11	potentially	potentially	ADV
dad-14138	425	12	sensitive	sensitive	ADJ
dad-14138	425	13	user	user	NOUN
dad-14138	425	14	utterances	utterance	NOUN
dad-14138	425	15	—	—	PUNCT
dad-14138	425	16	some	some	PRON
dad-14138	425	17	of	of	ADP
dad-14138	425	18	which	which	PRON
dad-14138	425	19	are	be	AUX
dad-14138	425	20	emotionally	emotionally	ADV
dad-14138	425	21	charged	charge	VERB
dad-14138	425	22	or	or	CCONJ
dad-14138	425	23	self	self	NOUN
dad-14138	425	24	-	-	PUNCT
dad-14138	425	25	disclosive	disclosive	NOUN
dad-14138	425	26	—	—	PUNCT
dad-14138	425	27	it	it	PRON
dad-14138	425	28	raises	raise	VERB
dad-14138	425	29	important	important	ADJ
dad-14138	425	30	ethical	ethical	ADJ
dad-14138	425	31	questions	question	NOUN
dad-14138	425	32	for	for	ADP
dad-14138	425	33	future	future	ADJ
dad-14138	425	34	deployment	deployment	NOUN
dad-14138	425	35	.	.	PUNCT
dad-14138	426	1	in	in	ADP
dad-14138	426	2	particular	particular	ADJ
dad-14138	426	3	,	,	PUNCT
dad-14138	426	4	ensuring	ensure	VERB
dad-14138	426	5	user	user	NOUN
dad-14138	426	6	consent	consent	NOUN
dad-14138	426	7	for	for	ADP
dad-14138	426	8	what	what	PRON
dad-14138	426	9	is	be	AUX
dad-14138	426	10	stored	store	VERB
dad-14138	426	11	,	,	PUNCT
dad-14138	426	12	providing	provide	VERB
dad-14138	426	13	mechanisms	mechanism	NOUN
dad-14138	426	14	for	for	ADP
dad-14138	426	15	inspecting	inspect	VERB
dad-14138	426	16	or	or	CCONJ
dad-14138	426	17	deleting	delete	VERB
dad-14138	426	18	remembered	remember	VERB
dad-14138	426	19	content	content	NOUN
dad-14138	426	20	,	,	PUNCT
dad-14138	426	21	and	and	CCONJ
dad-14138	426	22	minimizing	minimize	VERB
dad-14138	426	23	the	the	DET
dad-14138	426	24	risk	risk	NOUN
dad-14138	426	25	of	of	ADP
dad-14138	426	26	misrepresentation	misrepresentation	NOUN
dad-14138	426	27	or	or	CCONJ
dad-14138	426	28	inappropriate	inappropriate	ADJ
dad-14138	426	29	persistence	persistence	NOUN
dad-14138	426	30	of	of	ADP
dad-14138	426	31	private	private	ADJ
dad-14138	426	32	information	information	NOUN
dad-14138	426	33	are	be	AUX
dad-14138	426	34	essential	essential	ADJ
dad-14138	426	35	.	.	PUNCT
dad-14138	427	1	while	while	SCONJ
dad-14138	427	2	our	our	PRON
dad-14138	427	3	experiments	experiment	NOUN
dad-14138	427	4	were	be	AUX
dad-14138	427	5	conducted	conduct	VERB
dad-14138	427	6	with	with	ADP
dad-14138	427	7	informed	inform	VERB
dad-14138	427	8	,	,	PUNCT
dad-14138	427	9	consenting	consent	VERB
dad-14138	427	10	participants	participant	NOUN
dad-14138	427	11	and	and	CCONJ
dad-14138	427	12	involved	involve	VERB
dad-14138	427	13	de	de	ADJ
dad-14138	427	14	-	-	ADJ
dad-14138	427	15	identified	identify	VERB
dad-14138	427	16	data	datum	NOUN
dad-14138	427	17	,	,	PUNCT
dad-14138	427	18	practical	practical	ADJ
dad-14138	427	19	interactive	interactive	ADJ
dad-14138	427	20	applications	application	NOUN
dad-14138	427	21	must	must	AUX
dad-14138	427	22	prioritize	prioritize	VERB
dad-14138	427	23	transparency	transparency	NOUN
dad-14138	427	24	and	and	CCONJ
dad-14138	427	25	user	user	NOUN
dad-14138	427	26	agency	agency	PROPN
dad-14138	427	27	in	in	ADP
dad-14138	427	28	memory	memory	NOUN
dad-14138	427	29	handling	handling	NOUN
dad-14138	427	30	.	.	PUNCT
dad-14138	428	1	we	we	PRON
dad-14138	428	2	envision	envision	VERB
dad-14138	428	3	future	future	ADJ
dad-14138	428	4	iterations	iteration	NOUN
dad-14138	428	5	of	of	ADP
dad-14138	428	6	lufy	lufy	NOUN
dad-14138	428	7	supporting	support	VERB
dad-14138	428	8	user	user	NOUN
dad-14138	428	9	-	-	PUNCT
dad-14138	428	10	controllable	controllable	ADJ
dad-14138	428	11	memory	memory	NOUN
dad-14138	428	12	(	(	PUNCT
dad-14138	428	13	e.g.	e.g.	ADV
dad-14138	428	14	,	,	PUNCT
dad-14138	428	15	editable	editable	ADJ
dad-14138	428	16	memory	memory	NOUN
dad-14138	428	17	logs	log	NOUN
dad-14138	428	18	or	or	CCONJ
dad-14138	428	19	consent	consent	NOUN
dad-14138	428	20	-	-	PUNCT
dad-14138	428	21	based	base	VERB
dad-14138	428	22	retention	retention	NOUN
dad-14138	428	23	)	)	PUNCT
dad-14138	428	24	to	to	PART
dad-14138	428	25	better	well	ADV
dad-14138	428	26	align	align	VERB
dad-14138	428	27	with	with	ADP
dad-14138	428	28	ethical	ethical	ADJ
dad-14138	428	29	standards	standard	NOUN
dad-14138	428	30	for	for	ADP
dad-14138	428	31	human	human	ADJ
dad-14138	428	32	–	–	PUNCT
dad-14138	428	33	ai	ai	NOUN
dad-14138	428	34	interaction	interaction	NOUN
dad-14138	428	35	.	.	PUNCT
dad-14138	429	1	96	96	NUM
dad-14138	429	2	enhancing	enhance	VERB
dad-14138	429	3	long	long	ADJ
dad-14138	429	4	-	-	PUNCT
dad-14138	429	5	term	term	NOUN
dad-14138	429	6	rag	rag	NOUN
dad-14138	429	7	chatbots	chatbot	NOUN
dad-14138	429	8	with	with	ADP
dad-14138	429	9	psychological	psychological	ADJ
dad-14138	429	10	models	model	NOUN
dad-14138	429	11	references	reference	NOUN
dad-14138	429	12	richard	richard	PROPN
dad-14138	429	13	c	c	PROPN
dad-14138	429	14	atkinson	atkinson	PROPN
dad-14138	429	15	and	and	CCONJ
dad-14138	429	16	richard	richard	PROPN
dad-14138	429	17	m	m	PROPN
dad-14138	429	18	shiffrin	shiffrin	PROPN
dad-14138	429	19	.	.	PUNCT
dad-14138	430	1	human	human	ADJ
dad-14138	430	2	memory	memory	NOUN
dad-14138	430	3	:	:	PUNCT
dad-14138	430	4	a	a	DET
dad-14138	430	5	proposed	propose	VERB
dad-14138	430	6	system	system	NOUN
dad-14138	430	7	and	and	CCONJ
dad-14138	430	8	its	its	PRON
dad-14138	430	9	control	control	NOUN
dad-14138	430	10	processes	process	NOUN
dad-14138	430	11	.	.	PUNCT
dad-14138	431	1	in	in	ADP
dad-14138	431	2	psychology	psychology	NOUN
dad-14138	431	3	of	of	ADP
dad-14138	431	4	learning	learning	NOUN
dad-14138	431	5	and	and	CCONJ
dad-14138	431	6	motivation	motivation	NOUN
dad-14138	431	7	,	,	PUNCT
dad-14138	431	8	volume	volume	NOUN
dad-14138	431	9	2	2	NUM
dad-14138	431	10	,	,	PUNCT
dad-14138	431	11	pages	page	NOUN
dad-14138	431	12	89–195	89–195	NUM
dad-14138	431	13	.	.	PUNCT
dad-14138	431	14	elsevier	elsevier	PROPN
dad-14138	431	15	,	,	PUNCT
dad-14138	431	16	1968	1968	NUM
dad-14138	431	17	.	.	PUNCT
dad-14138	432	1	sanghwan	sanghwan	PROPN
dad-14138	432	2	bae	bae	PROPN
dad-14138	432	3	,	,	PUNCT
dad-14138	432	4	donghyun	donghyun	PROPN
dad-14138	432	5	kwak	kwak	PROPN
dad-14138	432	6	,	,	PUNCT
dad-14138	432	7	soyoung	soyoung	PROPN
dad-14138	432	8	kang	kang	PROPN
dad-14138	432	9	,	,	PUNCT
dad-14138	432	10	min	min	PROPN
dad-14138	432	11	young	young	PROPN
dad-14138	432	12	lee	lee	PROPN
dad-14138	432	13	,	,	PUNCT
dad-14138	432	14	sungdong	sungdong	PROPN
dad-14138	432	15	kim	kim	PROPN
dad-14138	432	16	,	,	PUNCT
dad-14138	432	17	yuin	yuin	PROPN
dad-14138	432	18	jeong	jeong	PROPN
dad-14138	432	19	,	,	PUNCT
dad-14138	432	20	hyeri	hyeri	PROPN
dad-14138	432	21	kim	kim	PROPN
dad-14138	432	22	,	,	PUNCT
dad-14138	432	23	sang	sing	VERB
dad-14138	432	24	-	-	PUNCT
dad-14138	432	25	woo	woo	NOUN
dad-14138	432	26	lee	lee	PROPN
dad-14138	432	27	,	,	PUNCT
dad-14138	432	28	woomyoung	woomyoung	PROPN
dad-14138	432	29	park	park	NOUN
dad-14138	432	30	,	,	PUNCT
dad-14138	432	31	and	and	CCONJ
dad-14138	432	32	nako	nako	PROPN
dad-14138	432	33	sung	sung	PROPN
dad-14138	432	34	.	.	PUNCT
dad-14138	433	1	keep	keep	VERB
dad-14138	433	2	me	i	PRON
dad-14138	433	3	updated	update	VERB
dad-14138	433	4	!	!	PUNCT
dad-14138	434	1	memory	memory	NOUN
dad-14138	434	2	management	management	NOUN
dad-14138	434	3	in	in	ADP
dad-14138	434	4	long	long	ADJ
dad-14138	434	5	-	-	PUNCT
dad-14138	434	6	term	term	NOUN
dad-14138	434	7	conversations	conversation	NOUN
dad-14138	434	8	.	.	PUNCT
dad-14138	435	1	in	in	ADP
dad-14138	435	2	findings	finding	NOUN
dad-14138	435	3	of	of	ADP
dad-14138	435	4	the	the	DET
dad-14138	435	5	association	association	NOUN
dad-14138	435	6	for	for	ADP
dad-14138	435	7	computational	computational	ADJ
dad-14138	435	8	linguistics	linguistic	NOUN
dad-14138	435	9	:	:	PUNCT
dad-14138	435	10	emnlp	emnlp	NOUN
dad-14138	435	11	2022	2022	NUM
dad-14138	435	12	,	,	PUNCT
dad-14138	435	13	pages	page	NOUN
dad-14138	435	14	3769–3787	3769–3787	NUM
dad-14138	435	15	,	,	PUNCT
dad-14138	435	16	2022	2022	NUM
dad-14138	435	17	.	.	PUNCT
dad-14138	436	1	anouck	anouck	ADJ
dad-14138	436	2	braggaar	braggaar	NOUN
dad-14138	436	3	,	,	PUNCT
dad-14138	436	4	frédéric	frédéric	ADJ
dad-14138	436	5	tomas	tomas	PROPN
dad-14138	436	6	,	,	PUNCT
dad-14138	436	7	peter	peter	PROPN
dad-14138	436	8	blomsma	blomsma	PROPN
dad-14138	436	9	,	,	PUNCT
dad-14138	436	10	saar	saar	PROPN
dad-14138	436	11	hommes	hommes	PROPN
dad-14138	436	12	,	,	PUNCT
dad-14138	436	13	nadine	nadine	PROPN
dad-14138	436	14	braun	braun	PROPN
dad-14138	436	15	,	,	PUNCT
dad-14138	436	16	emiel	emiel	PROPN
dad-14138	436	17	van	van	PROPN
dad-14138	436	18	miltenburg	miltenburg	PROPN
dad-14138	436	19	,	,	PUNCT
dad-14138	436	20	chris	chris	PROPN
dad-14138	436	21	van	van	PROPN
dad-14138	436	22	der	der	PROPN
dad-14138	436	23	lee	lee	PROPN
dad-14138	436	24	,	,	PUNCT
dad-14138	436	25	martijn	martijn	PROPN
dad-14138	436	26	goudbeek	goudbeek	PROPN
dad-14138	436	27	,	,	PUNCT
dad-14138	436	28	and	and	CCONJ
dad-14138	436	29	emiel	emiel	PROPN
dad-14138	436	30	krahmer	krahmer	NOUN
dad-14138	436	31	.	.	PUNCT
dad-14138	437	1	a	a	DET
dad-14138	437	2	reproduction	reproduction	NOUN
dad-14138	437	3	study	study	NOUN
dad-14138	437	4	of	of	ADP
dad-14138	437	5	methods	method	NOUN
dad-14138	437	6	for	for	ADP
dad-14138	437	7	evaluating	evaluate	VERB
dad-14138	437	8	dialogue	dialogue	NOUN
dad-14138	437	9	system	system	NOUN
dad-14138	437	10	output	output	NOUN
dad-14138	437	11	:	:	PUNCT
dad-14138	437	12	replicating	replicate	VERB
dad-14138	437	13	santhanam	santhanam	NOUN
dad-14138	437	14	and	and	CCONJ
dad-14138	437	15	shaikh	shaikh	PROPN
dad-14138	437	16	(	(	PUNCT
dad-14138	437	17	2019	2019	NUM
dad-14138	437	18	)	)	PUNCT
dad-14138	437	19	.	.	PUNCT
dad-14138	438	1	in	in	ADP
dad-14138	438	2	proceedings	proceeding	NOUN
dad-14138	438	3	of	of	ADP
dad-14138	438	4	the	the	DET
dad-14138	438	5	15th	15th	ADJ
dad-14138	438	6	international	international	ADJ
dad-14138	438	7	conference	conference	NOUN
dad-14138	438	8	on	on	ADP
dad-14138	438	9	natural	natural	ADJ
dad-14138	438	10	language	language	NOUN
dad-14138	438	11	generation	generation	NOUN
dad-14138	438	12	:	:	PUNCT
dad-14138	438	13	generation	generation	NOUN
dad-14138	438	14	challenges	challenge	NOUN
dad-14138	438	15	,	,	PUNCT
dad-14138	438	16	pages	page	NOUN
dad-14138	438	17	86–93	86–93	NUM
dad-14138	438	18	,	,	PUNCT
dad-14138	438	19	2022	2022	NUM
dad-14138	438	20	.	.	PUNCT
dad-14138	439	1	vincent	vincent	PROPN
dad-14138	439	2	breton	breton	PROPN
dad-14138	439	3	-	-	PUNCT
dad-14138	439	4	provencher	provencher	PROPN
dad-14138	439	5	,	,	PUNCT
dad-14138	439	6	gabrielle	gabrielle	PROPN
dad-14138	439	7	t	t	PROPN
dad-14138	439	8	drummond	drummond	PROPN
dad-14138	439	9	,	,	PUNCT
dad-14138	439	10	jiesi	jiesi	PROPN
dad-14138	439	11	feng	feng	PROPN
dad-14138	439	12	,	,	PUNCT
dad-14138	439	13	yulong	yulong	PROPN
dad-14138	439	14	li	li	PROPN
dad-14138	439	15	,	,	PUNCT
dad-14138	439	16	and	and	CCONJ
dad-14138	439	17	mriganka	mriganka	PROPN
dad-14138	439	18	sur	sur	PROPN
dad-14138	439	19	.	.	PUNCT
dad-14138	440	1	spatiotemporal	spatiotemporal	ADJ
dad-14138	440	2	dynamics	dynamic	NOUN
dad-14138	440	3	of	of	ADP
dad-14138	440	4	noradrenaline	noradrenaline	NOUN
dad-14138	440	5	during	during	ADP
dad-14138	440	6	learned	learn	VERB
dad-14138	440	7	behaviour	behaviour	NOUN
dad-14138	440	8	.	.	PUNCT
dad-14138	441	1	nature	nature	NOUN
dad-14138	441	2	,	,	PUNCT
dad-14138	441	3	606(7915):732	606(7915):732	NUM
dad-14138	441	4	–	–	PUNCT
dad-14138	441	5	738	738	NUM
dad-14138	441	6	,	,	PUNCT
dad-14138	441	7	2022	2022	NUM
dad-14138	441	8	.	.	PUNCT
dad-14138	442	1	url	url	PROPN
dad-14138	442	2	https://www.nature.com/articles/s41586-022-04782-2	https://www.nature.com/articles/s41586-022-04782-2	PROPN
dad-14138	442	3	.	.	PROPN
dad-14138	442	4	joel	joel	PROPN
dad-14138	442	5	brockner	brockner	PROPN
dad-14138	442	6	,	,	PUNCT
dad-14138	442	7	jeffrey	jeffrey	PROPN
dad-14138	442	8	z	z	PROPN
dad-14138	442	9	rubin	rubin	PROPN
dad-14138	442	10	,	,	PUNCT
dad-14138	442	11	and	and	CCONJ
dad-14138	442	12	elaine	elaine	PROPN
dad-14138	442	13	lang	lang	PROPN
dad-14138	442	14	.	.	PUNCT
dad-14138	442	15	face	face	NOUN
dad-14138	442	16	-	-	PUNCT
dad-14138	442	17	saving	saving	NOUN
dad-14138	442	18	and	and	CCONJ
dad-14138	442	19	entrapment	entrapment	ADJ
dad-14138	442	20	.	.	PUNCT
dad-14138	443	1	journal	journal	NOUN
dad-14138	443	2	of	of	ADP
dad-14138	443	3	experimental	experimental	ADJ
dad-14138	443	4	social	social	ADJ
dad-14138	443	5	psychology	psychology	NOUN
dad-14138	443	6	,	,	PUNCT
dad-14138	443	7	17(1):68–79	17(1):68–79	NUM
dad-14138	443	8	,	,	PUNCT
dad-14138	443	9	1981	1981	NUM
dad-14138	443	10	.	.	PUNCT
dad-14138	444	1	roger	roger	PROPN
dad-14138	444	2	brown	brown	PROPN
dad-14138	444	3	and	and	CCONJ
dad-14138	444	4	james	james	PROPN
dad-14138	444	5	kulik	kulik	PROPN
dad-14138	444	6	.	.	PUNCT
dad-14138	445	1	flashbulb	flashbulb	PROPN
dad-14138	445	2	memories	memory	NOUN
dad-14138	445	3	.	.	PUNCT
dad-14138	446	1	cognition	cognition	NOUN
dad-14138	446	2	,	,	PUNCT
dad-14138	446	3	5(1):73–99	5(1):73–99	NUM
dad-14138	446	4	,	,	PUNCT
dad-14138	446	5	1977	1977	NUM
dad-14138	446	6	.	.	PUNCT
dad-14138	447	1	sven	sven	ADJ
dad-14138	447	2	buechel	buechel	NOUN
dad-14138	447	3	and	and	CCONJ
dad-14138	447	4	udo	udo	PROPN
dad-14138	447	5	hahn	hahn	PROPN
dad-14138	447	6	.	.	PUNCT
dad-14138	448	1	emobank	emobank	PROPN
dad-14138	448	2	:	:	PUNCT
dad-14138	448	3	studying	study	VERB
dad-14138	448	4	the	the	DET
dad-14138	448	5	impact	impact	NOUN
dad-14138	448	6	of	of	ADP
dad-14138	448	7	annotation	annotation	NOUN
dad-14138	448	8	perspective	perspective	NOUN
dad-14138	448	9	and	and	CCONJ
dad-14138	448	10	representation	representation	NOUN
dad-14138	448	11	format	format	NOUN
dad-14138	448	12	on	on	ADP
dad-14138	448	13	dimensional	dimensional	ADJ
dad-14138	448	14	emotion	emotion	NOUN
dad-14138	448	15	analysis	analysis	NOUN
dad-14138	448	16	.	.	PUNCT
dad-14138	449	1	in	in	ADP
dad-14138	449	2	proceedings	proceeding	NOUN
dad-14138	449	3	of	of	ADP
dad-14138	449	4	the	the	DET
dad-14138	449	5	15th	15th	ADJ
dad-14138	449	6	conference	conference	NOUN
dad-14138	449	7	of	of	ADP
dad-14138	449	8	the	the	DET
dad-14138	449	9	european	european	ADJ
dad-14138	449	10	chapter	chapter	NOUN
dad-14138	449	11	of	of	ADP
dad-14138	449	12	the	the	DET
dad-14138	449	13	association	association	NOUN
dad-14138	449	14	for	for	ADP
dad-14138	449	15	computational	computational	ADJ
dad-14138	449	16	linguistics	linguistic	NOUN
dad-14138	449	17	:	:	PUNCT
dad-14138	449	18	volume	volume	NOUN
dad-14138	449	19	2	2	NUM
dad-14138	449	20	,	,	PUNCT
dad-14138	449	21	short	short	ADJ
dad-14138	449	22	papers	paper	NOUN
dad-14138	449	23	,	,	PUNCT
dad-14138	449	24	pages	page	NOUN
dad-14138	449	25	578–585	578–585	NUM
dad-14138	449	26	,	,	PUNCT
dad-14138	449	27	2017	2017	NUM
dad-14138	449	28	.	.	PUNCT
dad-14138	450	1	joana	joana	PROPN
dad-14138	450	2	campos	campos	PROPN
dad-14138	450	3	,	,	PUNCT
dad-14138	450	4	james	james	PROPN
dad-14138	450	5	kennedy	kennedy	PROPN
dad-14138	450	6	,	,	PUNCT
dad-14138	450	7	and	and	CCONJ
dad-14138	450	8	jill	jill	PROPN
dad-14138	450	9	f.	f.	PROPN
dad-14138	450	10	lehman	lehman	PROPN
dad-14138	450	11	.	.	PUNCT
dad-14138	451	1	challenges	challenge	NOUN
dad-14138	451	2	in	in	ADP
dad-14138	451	3	exploiting	exploit	VERB
dad-14138	451	4	conversational	conversational	ADJ
dad-14138	451	5	memory	memory	NOUN
dad-14138	451	6	in	in	ADP
dad-14138	451	7	human	human	ADJ
dad-14138	451	8	-	-	PUNCT
dad-14138	451	9	agent	agent	NOUN
dad-14138	451	10	interaction	interaction	NOUN
dad-14138	451	11	.	.	PUNCT
dad-14138	452	1	in	in	ADP
dad-14138	452	2	proceedings	proceeding	NOUN
dad-14138	452	3	of	of	ADP
dad-14138	452	4	the	the	DET
dad-14138	452	5	17th	17th	ADJ
dad-14138	452	6	international	international	ADJ
dad-14138	452	7	conference	conference	NOUN
dad-14138	452	8	on	on	ADP
dad-14138	452	9	autonomous	autonomous	ADJ
dad-14138	452	10	agents	agent	NOUN
dad-14138	452	11	and	and	CCONJ
dad-14138	452	12	multiagent	multiagent	NOUN
dad-14138	452	13	systems	system	NOUN
dad-14138	452	14	,	,	PUNCT
dad-14138	452	15	aamas	aamas	PROPN
dad-14138	452	16	’	’	NUM
dad-14138	452	17	18	18	NUM
dad-14138	452	18	,	,	PUNCT
dad-14138	452	19	page	page	NOUN
dad-14138	452	20	1649–1657	1649–1657	NUM
dad-14138	452	21	,	,	PUNCT
dad-14138	452	22	richland	richland	PROPN
dad-14138	452	23	,	,	PUNCT
dad-14138	452	24	sc	sc	PROPN
dad-14138	452	25	,	,	PUNCT
dad-14138	452	26	2018	2018	NUM
dad-14138	452	27	.	.	PUNCT
dad-14138	453	1	international	international	ADJ
dad-14138	453	2	foundation	foundation	PROPN
dad-14138	453	3	for	for	ADP
dad-14138	453	4	autonomous	autonomous	ADJ
dad-14138	453	5	agents	agent	NOUN
dad-14138	453	6	and	and	CCONJ
dad-14138	453	7	multiagent	multiagent	NOUN
dad-14138	453	8	systems	system	NOUN
dad-14138	453	9	.	.	PUNCT
dad-14138	454	1	eunbi	eunbi	NOUN
dad-14138	454	2	choi	choi	PROPN
dad-14138	454	3	,	,	PUNCT
dad-14138	454	4	kyoung	kyoung	PROPN
dad-14138	454	5	-	-	PUNCT
dad-14138	454	6	woon	woon	PROPN
dad-14138	454	7	on	on	ADP
dad-14138	454	8	,	,	PUNCT
dad-14138	454	9	gunsoo	gunsoo	PROPN
dad-14138	454	10	han	han	PROPN
dad-14138	454	11	,	,	PUNCT
dad-14138	454	12	sungwoong	sungwoong	PROPN
dad-14138	454	13	kim	kim	PROPN
dad-14138	454	14	,	,	PUNCT
dad-14138	454	15	daniel	daniel	PROPN
dad-14138	454	16	wontae	wontae	PROPN
dad-14138	454	17	nam	nam	PROPN
dad-14138	454	18	,	,	PUNCT
dad-14138	454	19	daejin	daejin	NOUN
dad-14138	454	20	jo	jo	PROPN
dad-14138	454	21	,	,	PUNCT
dad-14138	454	22	seung	seung	PROPN
dad-14138	454	23	eun	eun	PROPN
dad-14138	454	24	rho	rho	PROPN
dad-14138	454	25	,	,	PUNCT
dad-14138	454	26	taehwan	taehwan	NOUN
dad-14138	454	27	kwon	kwon	VERB
dad-14138	454	28	,	,	PUNCT
dad-14138	454	29	and	and	CCONJ
dad-14138	454	30	minjoon	minjoon	NOUN
dad-14138	454	31	seo	seo	NOUN
dad-14138	454	32	.	.	PUNCT
dad-14138	455	1	effortless	effortless	ADJ
dad-14138	455	2	integration	integration	NOUN
dad-14138	455	3	of	of	ADP
dad-14138	455	4	memory	memory	NOUN
dad-14138	455	5	management	management	NOUN
dad-14138	455	6	into	into	ADP
dad-14138	455	7	open	open	ADJ
dad-14138	455	8	-	-	PUNCT
dad-14138	455	9	domain	domain	NOUN
dad-14138	455	10	conversation	conversation	NOUN
dad-14138	455	11	systems	system	NOUN
dad-14138	455	12	.	.	PUNCT
dad-14138	456	1	arxiv	arxiv	PROPN
dad-14138	456	2	preprint	preprint	PROPN
dad-14138	456	3	,	,	PUNCT
dad-14138	456	4	2305.13973	2305.13973	NUM
dad-14138	456	5	,	,	PUNCT
dad-14138	456	6	2023	2023	NUM
dad-14138	456	7	.	.	PUNCT
dad-14138	457	1	angel	angel	PROPN
dad-14138	457	2	f.	f.	PROPN
dad-14138	457	3	garcı́a	garcı́a	PROPN
dad-14138	457	4	contreras	contreras	PROPN
dad-14138	457	5	,	,	PUNCT
dad-14138	457	6	seiya	seiya	PROPN
dad-14138	457	7	kawano	kawano	PROPN
dad-14138	457	8	,	,	PUNCT
dad-14138	457	9	yasutomo	yasutomo	PROPN
dad-14138	457	10	kawanishi	kawanishi	PROPN
dad-14138	457	11	,	,	PUNCT
dad-14138	457	12	yutaka	yutaka	PROPN
dad-14138	457	13	nakamura	nakamura	PROPN
dad-14138	457	14	,	,	PUNCT
dad-14138	457	15	satoru	satoru	PROPN
dad-14138	457	16	saito	saito	PROPN
dad-14138	457	17	,	,	PUNCT
dad-14138	457	18	and	and	CCONJ
dad-14138	457	19	koichiro	koichiro	PROPN
dad-14138	457	20	yoshino	yoshino	PROPN
dad-14138	457	21	.	.	PUNCT
dad-14138	458	1	forgetful	forgetful	ADJ
dad-14138	458	2	multi	multi	ADJ
dad-14138	458	3	-	-	ADJ
dad-14138	458	4	store	store	ADJ
dad-14138	458	5	memory	memory	NOUN
dad-14138	458	6	system	system	NOUN
dad-14138	458	7	for	for	ADP
dad-14138	458	8	a	a	DET
dad-14138	458	9	cognitive	cognitive	ADJ
dad-14138	458	10	assistive	assistive	ADJ
dad-14138	458	11	robot	robot	NOUN
dad-14138	458	12	.	.	PUNCT
dad-14138	459	1	in	in	ADP
dad-14138	459	2	proceedings	proceeding	NOUN
dad-14138	459	3	of	of	ADP
dad-14138	459	4	the	the	DET
dad-14138	459	5	30th	30th	ADJ
dad-14138	459	6	annual	annual	ADJ
dad-14138	459	7	meeting	meeting	NOUN
dad-14138	459	8	of	of	ADP
dad-14138	459	9	the	the	DET
dad-14138	459	10	association	association	NOUN
dad-14138	459	11	for	for	ADP
dad-14138	459	12	natural	natural	ADJ
dad-14138	459	13	language	language	NOUN
dad-14138	459	14	processing	processing	NOUN
dad-14138	459	15	(	(	PUNCT
dad-14138	459	16	japan	japan	PROPN
dad-14138	459	17	)	)	PUNCT
dad-14138	459	18	,	,	PUNCT
dad-14138	459	19	pages	page	NOUN
dad-14138	459	20	978–982	978–982	NUM
dad-14138	459	21	,	,	PUNCT
dad-14138	459	22	2024	2024	NUM
dad-14138	459	23	.	.	PUNCT
dad-14138	460	1	martin	martin	PROPN
dad-14138	460	2	a	a	DET
dad-14138	460	3	conway	conway	PROPN
dad-14138	460	4	,	,	PUNCT
dad-14138	460	5	stephen	stephen	PROPN
dad-14138	460	6	j	j	PROPN
dad-14138	460	7	anderson	anderson	PROPN
dad-14138	460	8	,	,	PUNCT
dad-14138	460	9	steen	steen	PROPN
dad-14138	460	10	f	f	PROPN
dad-14138	460	11	larsen	larsen	PROPN
dad-14138	460	12	,	,	PUNCT
dad-14138	460	13	carol	carol	PROPN
dad-14138	460	14	m	m	PROPN
dad-14138	460	15	donnelly	donnelly	PROPN
dad-14138	460	16	,	,	PUNCT
dad-14138	460	17	mark	mark	VERB
dad-14138	460	18	a	a	DET
dad-14138	460	19	mcdaniel	mcdaniel	PROPN
dad-14138	460	20	,	,	PUNCT
dad-14138	460	21	allistair	allistair	VERB
dad-14138	460	22	gr	gr	ADP
dad-14138	460	23	mcclelland	mcclelland	PROPN
dad-14138	460	24	,	,	PUNCT
dad-14138	460	25	richard	richard	PROPN
dad-14138	460	26	e	e	PROPN
dad-14138	460	27	rawles	rawle	NOUN
dad-14138	460	28	,	,	PUNCT
dad-14138	460	29	and	and	CCONJ
dad-14138	460	30	robert	robert	PROPN
dad-14138	460	31	h	h	PROPN
dad-14138	460	32	logie	logie	PROPN
dad-14138	460	33	.	.	PUNCT
dad-14138	461	1	the	the	DET
dad-14138	461	2	formation	formation	NOUN
dad-14138	461	3	of	of	ADP
dad-14138	461	4	flashbulb	flashbulb	NOUN
dad-14138	461	5	memories	memory	NOUN
dad-14138	461	6	.	.	PUNCT
dad-14138	461	7	memory	memory	NOUN
dad-14138	461	8	&	&	CCONJ
dad-14138	461	9	cognition	cognition	NOUN
dad-14138	461	10	,	,	PUNCT
dad-14138	461	11	22:326–343	22:326–343	PROPN
dad-14138	461	12	,	,	PUNCT
dad-14138	461	13	1994	1994	NUM
dad-14138	461	14	.	.	PUNCT
dad-14138	461	15	url	url	PROPN
dad-14138	461	16	https://link.springer.com/	https://link.springer.com/	PROPN
dad-14138	461	17	article/10.3758	article/10.3758	PROPN
dad-14138	461	18	/	/	SYM
dad-14138	461	19	bf03200860	bf03200860	NOUN
dad-14138	461	20	.	.	PUNCT
dad-14138	462	1	97	97	NUM
dad-14138	462	2	ryuichi	ryuichi	PROPN
dad-14138	462	3	sumida	sumida	PROPN
dad-14138	462	4	,	,	PUNCT
dad-14138	462	5	inoue	inoue	PROPN
dad-14138	462	6	and	and	CCONJ
dad-14138	462	7	kawahara	kawahara	PROPN
dad-14138	462	8	robin	robin	PROPN
dad-14138	462	9	i	i	PROPN
dad-14138	462	10	m	m	PROPN
dad-14138	462	11	dunbar	dunbar	PROPN
dad-14138	462	12	,	,	PUNCT
dad-14138	462	13	anna	anna	PROPN
dad-14138	462	14	marriott	marriott	PROPN
dad-14138	462	15	,	,	PUNCT
dad-14138	462	16	and	and	CCONJ
dad-14138	462	17	neil	neil	PROPN
dad-14138	462	18	dc	dc	PROPN
dad-14138	462	19	duncan	duncan	PROPN
dad-14138	462	20	.	.	PUNCT
dad-14138	463	1	human	human	ADJ
dad-14138	463	2	conversational	conversational	ADJ
dad-14138	463	3	behavior	behavior	NOUN
dad-14138	463	4	.	.	PUNCT
dad-14138	464	1	human	human	ADJ
dad-14138	464	2	nature	nature	NOUN
dad-14138	464	3	,	,	PUNCT
dad-14138	464	4	8:231–246	8:231–246	NUM
dad-14138	464	5	,	,	PUNCT
dad-14138	464	6	1997	1997	NUM
dad-14138	464	7	.	.	PUNCT
dad-14138	465	1	herm	herm	PROPN
dad-14138	465	2	ebbinghaus	ebbinghaus	PROPN
dad-14138	465	3	.	.	PUNCT
dad-14138	466	1	ueber	ueber	PROPN
dad-14138	466	2	das	das	PROPN
dad-14138	466	3	gedächtnis	gedächtnis	PROPN
dad-14138	466	4	.	.	PROPN
dad-14138	466	5	mind	mind	NOUN
dad-14138	466	6	,	,	PUNCT
dad-14138	466	7	10(39	10(39	NUM
dad-14138	466	8	)	)	PUNCT
dad-14138	466	9	,	,	PUNCT
dad-14138	466	10	1885	1885	NUM
dad-14138	466	11	.	.	PUNCT
dad-14138	467	1	norman	norman	PROPN
dad-14138	467	2	s	s	PROPN
dad-14138	467	3	endler	endler	PROPN
dad-14138	467	4	and	and	CCONJ
dad-14138	467	5	james	james	PROPN
dad-14138	467	6	da	da	PROPN
dad-14138	467	7	parker	parker	PROPN
dad-14138	467	8	.	.	PUNCT
dad-14138	468	1	assessment	assessment	NOUN
dad-14138	468	2	of	of	ADP
dad-14138	468	3	multidimensional	multidimensional	ADJ
dad-14138	468	4	coping	coping	NOUN
dad-14138	468	5	:	:	PUNCT
dad-14138	468	6	task	task	NOUN
dad-14138	468	7	,	,	PUNCT
dad-14138	468	8	emotion	emotion	NOUN
dad-14138	468	9	,	,	PUNCT
dad-14138	468	10	and	and	CCONJ
dad-14138	468	11	avoidance	avoidance	NOUN
dad-14138	468	12	strategies	strategy	NOUN
dad-14138	468	13	.	.	PUNCT
dad-14138	469	1	psychological	psychological	ADJ
dad-14138	469	2	assessment	assessment	NOUN
dad-14138	469	3	,	,	PUNCT
dad-14138	469	4	6(1):50	6(1):50	NUM
dad-14138	469	5	,	,	PUNCT
dad-14138	469	6	1994	1994	NUM
dad-14138	469	7	.	.	PUNCT
dad-14138	470	1	ali	ali	PROPN
dad-14138	470	2	fatihi	fatihi	PROPN
dad-14138	470	3	.	.	PUNCT
dad-14138	471	1	unspoken	unspoken	ADJ
dad-14138	471	2	understandings	understanding	NOUN
dad-14138	471	3	:	:	PUNCT
dad-14138	471	4	navigating	navigate	VERB
dad-14138	471	5	the	the	DET
dad-14138	471	6	nuances	nuance	NOUN
dad-14138	471	7	of	of	ADP
dad-14138	471	8	pragmatics	pragmatic	NOUN
dad-14138	471	9	.	.	PUNCT
dad-14138	472	1	ethics	ethic	NOUN
dad-14138	472	2	international	international	PROPN
dad-14138	472	3	press	press	NOUN
dad-14138	472	4	,	,	PUNCT
dad-14138	472	5	2025	2025	NUM
dad-14138	472	6	.	.	PUNCT
dad-14138	473	1	joseph	joseph	PROPN
dad-14138	473	2	l	l	PROPN
dad-14138	473	3	fleiss	fleiss	PROPN
dad-14138	473	4	.	.	PUNCT
dad-14138	474	1	measuring	measure	VERB
dad-14138	474	2	nominal	nominal	ADJ
dad-14138	474	3	scale	scale	NOUN
dad-14138	474	4	agreement	agreement	NOUN
dad-14138	474	5	among	among	ADP
dad-14138	474	6	many	many	ADJ
dad-14138	474	7	raters	rater	NOUN
dad-14138	474	8	.	.	PUNCT
dad-14138	475	1	psychological	psychological	ADJ
dad-14138	475	2	bulletin	bulletin	NOUN
dad-14138	475	3	,	,	PUNCT
dad-14138	475	4	76(5):378	76(5):378	PROPN
dad-14138	475	5	,	,	PUNCT
dad-14138	475	6	1971	1971	NUM
dad-14138	475	7	.	.	PUNCT
dad-14138	476	1	david	david	PROPN
dad-14138	476	2	fraile	fraile	PROPN
dad-14138	476	3	navarro	navarro	PROPN
dad-14138	476	4	,	,	PUNCT
dad-14138	476	5	enrico	enrico	PROPN
dad-14138	476	6	coiera	coiera	PROPN
dad-14138	476	7	,	,	PUNCT
dad-14138	476	8	thomas	thomas	PROPN
dad-14138	476	9	w	w	PROPN
dad-14138	476	10	hambly	hambly	PROPN
dad-14138	476	11	,	,	PUNCT
dad-14138	476	12	zoe	zoe	PROPN
dad-14138	476	13	triplett	triplett	PROPN
dad-14138	476	14	,	,	PUNCT
dad-14138	476	15	nahyan	nahyan	PROPN
dad-14138	476	16	asif	asif	NOUN
dad-14138	476	17	,	,	PUNCT
dad-14138	476	18	anindya	anindya	PROPN
dad-14138	476	19	susanto	susanto	PROPN
dad-14138	476	20	,	,	PUNCT
dad-14138	476	21	anamika	anamika	PROPN
dad-14138	476	22	chowdhury	chowdhury	PROPN
dad-14138	476	23	,	,	PUNCT
dad-14138	476	24	amaya	amaya	PROPN
dad-14138	476	25	azcoaga	azcoaga	PROPN
dad-14138	476	26	lorenzo	lorenzo	PROPN
dad-14138	476	27	,	,	PUNCT
dad-14138	476	28	mark	mark	NOUN
dad-14138	476	29	dras	dra	NOUN
dad-14138	476	30	,	,	PUNCT
dad-14138	476	31	and	and	CCONJ
dad-14138	476	32	shlomo	shlomo	PROPN
dad-14138	476	33	berkovsky	berkovsky	ADJ
dad-14138	476	34	.	.	PUNCT
dad-14138	477	1	expert	expert	ADJ
dad-14138	477	2	evaluation	evaluation	NOUN
dad-14138	477	3	of	of	ADP
dad-14138	477	4	large	large	ADJ
dad-14138	477	5	language	language	NOUN
dad-14138	477	6	models	model	NOUN
dad-14138	477	7	for	for	ADP
dad-14138	477	8	clinical	clinical	ADJ
dad-14138	477	9	dialogue	dialogue	NOUN
dad-14138	477	10	summarization	summarization	NOUN
dad-14138	477	11	.	.	PUNCT
dad-14138	478	1	scientific	scientific	ADJ
dad-14138	478	2	reports	report	NOUN
dad-14138	478	3	,	,	PUNCT
dad-14138	478	4	15(1):1195	15(1):1195	NUM
dad-14138	478	5	,	,	PUNCT
dad-14138	478	6	2025	2025	NUM
dad-14138	478	7	.	.	PUNCT
dad-14138	479	1	annik	annik	PROPN
dad-14138	479	2	imogen	imogen	PROPN
dad-14138	479	3	gmel	gmel	PROPN
dad-14138	479	4	,	,	PUNCT
dad-14138	479	5	gerhard	gerhard	PROPN
dad-14138	479	6	gmel	gmel	PROPN
dad-14138	479	7	,	,	PUNCT
dad-14138	479	8	rudolf	rudolf	PROPN
dad-14138	479	9	von	von	PROPN
dad-14138	479	10	niederhäusern	niederhäusern	PROPN
dad-14138	479	11	,	,	PUNCT
dad-14138	479	12	michael	michael	PROPN
dad-14138	479	13	andreas	andreas	PROPN
dad-14138	479	14	weishaupt	weishaupt	PROPN
dad-14138	479	15	,	,	PUNCT
dad-14138	479	16	and	and	CCONJ
dad-14138	479	17	markus	markus	NOUN
dad-14138	479	18	neuditschko	neuditschko	VERB
dad-14138	479	19	.	.	PUNCT
dad-14138	480	1	should	should	AUX
dad-14138	480	2	we	we	PRON
dad-14138	480	3	agree	agree	VERB
dad-14138	480	4	to	to	PART
dad-14138	480	5	disagree	disagree	VERB
dad-14138	480	6	?	?	PUNCT
dad-14138	481	1	an	an	DET
dad-14138	481	2	evaluation	evaluation	NOUN
dad-14138	481	3	of	of	ADP
dad-14138	481	4	the	the	DET
dad-14138	481	5	inter	inter	ADJ
dad-14138	481	6	-	-	ADJ
dad-14138	481	7	rater	rater	ADJ
dad-14138	481	8	reliability	reliability	NOUN
dad-14138	481	9	of	of	ADP
dad-14138	481	10	gait	gait	ADJ
dad-14138	481	11	quality	quality	NOUN
dad-14138	481	12	traits	trait	NOUN
dad-14138	481	13	in	in	ADP
dad-14138	481	14	franches	franche	NOUN
dad-14138	481	15	-	-	PUNCT
dad-14138	481	16	montagnes	montagne	NOUN
dad-14138	481	17	stallions	stallion	NOUN
dad-14138	481	18	.	.	PUNCT
dad-14138	482	1	journal	journal	PROPN
dad-14138	482	2	of	of	ADP
dad-14138	482	3	equine	equine	NOUN
dad-14138	482	4	veterinary	veterinary	ADJ
dad-14138	482	5	science	science	NOUN
dad-14138	482	6	,	,	PUNCT
dad-14138	482	7	88	88	NUM
dad-14138	482	8	:	:	SYM
dad-14138	482	9	102932	102932	NUM
dad-14138	482	10	,	,	PUNCT
dad-14138	482	11	2020	2020	NUM
dad-14138	482	12	.	.	PUNCT
dad-14138	483	1	kristen	kristen	PROPN
dad-14138	483	2	grauman	grauman	PROPN
dad-14138	483	3	,	,	PUNCT
dad-14138	483	4	andrew	andrew	PROPN
dad-14138	483	5	westbury	westbury	PROPN
dad-14138	483	6	,	,	PUNCT
dad-14138	483	7	eugene	eugene	PROPN
dad-14138	483	8	byrne	byrne	PROPN
dad-14138	483	9	,	,	PUNCT
dad-14138	483	10	zachary	zachary	PROPN
dad-14138	483	11	chavis	chavis	PROPN
dad-14138	483	12	,	,	PUNCT
dad-14138	483	13	antonino	antonino	PROPN
dad-14138	483	14	furnari	furnari	PROPN
dad-14138	483	15	,	,	PUNCT
dad-14138	483	16	rohit	rohit	PROPN
dad-14138	483	17	girdhar	girdhar	PROPN
dad-14138	483	18	,	,	PUNCT
dad-14138	483	19	jackson	jackson	PROPN
dad-14138	483	20	hamburger	hamburger	PROPN
dad-14138	483	21	,	,	PUNCT
dad-14138	483	22	hao	hao	PROPN
dad-14138	483	23	jiang	jiang	PROPN
dad-14138	483	24	,	,	PUNCT
dad-14138	483	25	miao	miao	PROPN
dad-14138	483	26	liu	liu	PROPN
dad-14138	483	27	,	,	PUNCT
dad-14138	483	28	xingyu	xingyu	PROPN
dad-14138	483	29	liu	liu	PROPN
dad-14138	483	30	,	,	PUNCT
dad-14138	483	31	et	et	PROPN
dad-14138	483	32	al	al	PROPN
dad-14138	483	33	.	.	PUNCT
dad-14138	484	1	ego4d	ego4d	PROPN
dad-14138	484	2	:	:	PUNCT
dad-14138	484	3	around	around	ADP
dad-14138	484	4	the	the	DET
dad-14138	484	5	world	world	NOUN
dad-14138	484	6	in	in	ADP
dad-14138	484	7	3,000	3,000	NUM
dad-14138	484	8	hours	hour	NOUN
dad-14138	484	9	of	of	ADP
dad-14138	484	10	egocentric	egocentric	ADJ
dad-14138	484	11	video	video	NOUN
dad-14138	484	12	.	.	PUNCT
dad-14138	485	1	in	in	ADP
dad-14138	485	2	proceedings	proceeding	NOUN
dad-14138	485	3	of	of	ADP
dad-14138	485	4	the	the	DET
dad-14138	485	5	ieee	ieee	NOUN
dad-14138	485	6	/	/	SYM
dad-14138	485	7	cvf	cvf	NOUN
dad-14138	485	8	conference	conference	NOUN
dad-14138	485	9	on	on	ADP
dad-14138	485	10	computer	computer	NOUN
dad-14138	485	11	vision	vision	NOUN
dad-14138	485	12	and	and	CCONJ
dad-14138	485	13	pattern	pattern	NOUN
dad-14138	485	14	recognition	recognition	NOUN
dad-14138	485	15	,	,	PUNCT
dad-14138	485	16	pages	page	NOUN
dad-14138	485	17	18995–19012	18995–19012	NUM
dad-14138	485	18	,	,	PUNCT
dad-14138	485	19	2022	2022	NUM
dad-14138	485	20	.	.	PUNCT
dad-14138	486	1	william	william	PROPN
dad-14138	486	2	hirst	hirst	PROPN
dad-14138	486	3	and	and	CCONJ
dad-14138	486	4	gerald	gerald	PROPN
dad-14138	486	5	echterhoff	echterhoff	PROPN
dad-14138	486	6	.	.	PUNCT
dad-14138	487	1	remembering	remember	VERB
dad-14138	487	2	in	in	ADP
dad-14138	487	3	conversations	conversation	NOUN
dad-14138	487	4	:	:	PUNCT
dad-14138	487	5	the	the	DET
dad-14138	487	6	social	social	ADJ
dad-14138	487	7	sharing	sharing	NOUN
dad-14138	487	8	and	and	CCONJ
dad-14138	487	9	reshaping	reshaping	NOUN
dad-14138	487	10	of	of	ADP
dad-14138	487	11	memories	memory	NOUN
dad-14138	487	12	.	.	PUNCT
dad-14138	488	1	annual	annual	ADJ
dad-14138	488	2	review	review	NOUN
dad-14138	488	3	of	of	ADP
dad-14138	488	4	psychology	psychology	NOUN
dad-14138	488	5	,	,	PUNCT
dad-14138	488	6	63:55–79	63:55–79	NUM
dad-14138	488	7	,	,	PUNCT
dad-14138	488	8	2012	2012	NUM
dad-14138	488	9	.	.	PUNCT
dad-14138	489	1	url	url	PROPN
dad-14138	490	1	https://www	https://www	PROPN
dad-14138	490	2	.	.	PUNCT
dad-14138	491	1	annualreviews.org/doi/abs/10.1146/annurev-psych-120710-100340	annualreviews.org/doi/abs/10.1146/annurev-psych-120710-100340	PROPN
dad-14138	491	2	.	.	PUNCT
dad-14138	492	1	susan	susan	PROPN
dad-14138	492	2	howell	howell	PROPN
dad-14138	492	3	,	,	PUNCT
dad-14138	492	4	suzanne	suzanne	PROPN
dad-14138	492	5	beeke	beeke	PROPN
dad-14138	492	6	,	,	PUNCT
dad-14138	492	7	emma	emma	PROPN
dad-14138	492	8	louise	louise	PROPN
dad-14138	492	9	sinnott	sinnott	PROPN
dad-14138	492	10	,	,	PUNCT
dad-14138	492	11	rosemary	rosemary	ADJ
dad-14138	492	12	varley	varley	NOUN
dad-14138	492	13	,	,	PUNCT
dad-14138	492	14	and	and	CCONJ
dad-14138	492	15	tim	tim	PROPN
dad-14138	492	16	pring	pring	NOUN
dad-14138	492	17	.	.	PUNCT
dad-14138	493	1	an	an	DET
dad-14138	493	2	examination	examination	NOUN
dad-14138	493	3	of	of	ADP
dad-14138	493	4	sample	sample	NOUN
dad-14138	493	5	length	length	NOUN
dad-14138	493	6	and	and	CCONJ
dad-14138	493	7	reliability	reliability	NOUN
dad-14138	493	8	of	of	ADP
dad-14138	493	9	the	the	DET
dad-14138	493	10	interactional	interactional	ADJ
dad-14138	493	11	network	network	NOUN
dad-14138	493	12	tool	tool	NOUN
dad-14138	493	13	,	,	PUNCT
dad-14138	493	14	a	a	DET
dad-14138	493	15	new	new	ADJ
dad-14138	493	16	measure	measure	NOUN
dad-14138	493	17	of	of	ADP
dad-14138	493	18	group	group	NOUN
dad-14138	493	19	interactions	interaction	NOUN
dad-14138	493	20	in	in	ADP
dad-14138	493	21	acquired	acquire	VERB
dad-14138	493	22	brain	brain	NOUN
dad-14138	493	23	injury	injury	NOUN
dad-14138	493	24	.	.	PUNCT
dad-14138	494	1	aphasiology	aphasiology	NOUN
dad-14138	494	2	,	,	PUNCT
dad-14138	494	3	37(10):1646–1660	37(10):1646–1660	NUM
dad-14138	494	4	,	,	PUNCT
dad-14138	494	5	2023	2023	NUM
dad-14138	494	6	.	.	PUNCT
dad-14138	495	1	jihyoung	jihyoung	PROPN
dad-14138	495	2	jang	jang	PROPN
dad-14138	495	3	,	,	PUNCT
dad-14138	495	4	minseong	minseong	ADJ
dad-14138	495	5	boo	boo	NOUN
dad-14138	495	6	,	,	PUNCT
dad-14138	495	7	and	and	CCONJ
dad-14138	495	8	hyounghun	hyounghun	PROPN
dad-14138	495	9	kim	kim	PROPN
dad-14138	495	10	.	.	PUNCT
dad-14138	496	1	conversation	conversation	NOUN
dad-14138	496	2	chronicles	chronicle	NOUN
dad-14138	496	3	:	:	PUNCT
dad-14138	496	4	towards	towards	ADP
dad-14138	496	5	diverse	diverse	ADJ
dad-14138	496	6	temporal	temporal	ADJ
dad-14138	496	7	and	and	CCONJ
dad-14138	496	8	relational	relational	ADJ
dad-14138	496	9	dynamics	dynamic	NOUN
dad-14138	496	10	in	in	ADP
dad-14138	496	11	multi	multi	ADJ
dad-14138	496	12	-	-	ADJ
dad-14138	496	13	session	session	ADJ
dad-14138	496	14	conversations	conversation	NOUN
dad-14138	496	15	.	.	PUNCT
dad-14138	497	1	in	in	ADP
dad-14138	497	2	proceedings	proceeding	NOUN
dad-14138	497	3	of	of	ADP
dad-14138	497	4	the	the	DET
dad-14138	497	5	2023	2023	NUM
dad-14138	497	6	conference	conference	NOUN
dad-14138	497	7	on	on	ADP
dad-14138	497	8	empirical	empirical	ADJ
dad-14138	497	9	methods	method	NOUN
dad-14138	497	10	in	in	ADP
dad-14138	497	11	natural	natural	ADJ
dad-14138	497	12	language	language	NOUN
dad-14138	497	13	processing	processing	NOUN
dad-14138	497	14	,	,	PUNCT
dad-14138	497	15	pages	page	NOUN
dad-14138	497	16	13584–13606	13584–13606	NUM
dad-14138	497	17	,	,	PUNCT
dad-14138	497	18	2023	2023	NUM
dad-14138	497	19	.	.	PUNCT
dad-14138	498	1	hyunwoo	hyunwoo	PROPN
dad-14138	498	2	kim	kim	PROPN
dad-14138	498	3	,	,	PUNCT
dad-14138	498	4	jack	jack	PROPN
dad-14138	498	5	hessel	hessel	PROPN
dad-14138	498	6	,	,	PUNCT
dad-14138	498	7	liwei	liwei	PROPN
dad-14138	498	8	jiang	jiang	PROPN
dad-14138	498	9	,	,	PUNCT
dad-14138	498	10	peter	peter	PROPN
dad-14138	498	11	west	west	PROPN
dad-14138	498	12	,	,	PUNCT
dad-14138	498	13	ximing	xime	VERB
dad-14138	498	14	lu	lu	PROPN
dad-14138	498	15	,	,	PUNCT
dad-14138	498	16	youngjae	youngjae	PROPN
dad-14138	498	17	yu	yu	PROPN
dad-14138	498	18	,	,	PUNCT
dad-14138	498	19	pei	pei	PROPN
dad-14138	498	20	zhou	zhou	PROPN
dad-14138	498	21	,	,	PUNCT
dad-14138	498	22	ronan	ronan	PROPN
dad-14138	498	23	bras	bras	PROPN
dad-14138	498	24	,	,	PUNCT
dad-14138	498	25	malihe	malihe	PROPN
dad-14138	498	26	alikhani	alikhani	PROPN
dad-14138	498	27	,	,	PUNCT
dad-14138	498	28	gunhee	gunhee	PROPN
dad-14138	498	29	kim	kim	PROPN
dad-14138	498	30	,	,	PUNCT
dad-14138	498	31	et	et	PROPN
dad-14138	498	32	al	al	PROPN
dad-14138	498	33	.	.	PROPN
dad-14138	498	34	soda	soda	PROPN
dad-14138	498	35	:	:	PUNCT
dad-14138	498	36	million	million	NUM
dad-14138	498	37	-	-	PUNCT
dad-14138	498	38	scale	scale	NOUN
dad-14138	498	39	dialogue	dialogue	NOUN
dad-14138	498	40	distillation	distillation	NOUN
dad-14138	498	41	with	with	ADP
dad-14138	498	42	social	social	ADJ
dad-14138	498	43	commonsense	commonsense	ADJ
dad-14138	498	44	contextualization	contextualization	NOUN
dad-14138	498	45	.	.	PUNCT
dad-14138	499	1	in	in	ADP
dad-14138	499	2	proceedings	proceeding	NOUN
dad-14138	499	3	of	of	ADP
dad-14138	499	4	the	the	DET
dad-14138	499	5	2023	2023	NUM
dad-14138	499	6	conference	conference	NOUN
dad-14138	499	7	on	on	ADP
dad-14138	499	8	empirical	empirical	ADJ
dad-14138	499	9	methods	method	NOUN
dad-14138	499	10	in	in	ADP
dad-14138	499	11	natural	natural	ADJ
dad-14138	499	12	language	language	NOUN
dad-14138	499	13	processing	processing	NOUN
dad-14138	499	14	,	,	PUNCT
dad-14138	499	15	pages	page	NOUN
dad-14138	499	16	12930–12949	12930–12949	NUM
dad-14138	499	17	,	,	PUNCT
dad-14138	499	18	2023	2023	NUM
dad-14138	499	19	.	.	PUNCT
dad-14138	500	1	stephen	stephen	PROPN
dad-14138	500	2	c	c	PROPN
dad-14138	500	3	levinson	levinson	PROPN
dad-14138	500	4	.	.	PUNCT
dad-14138	501	1	some	some	DET
dad-14138	501	2	pre	pre	NOUN
dad-14138	501	3	-	-	NOUN
dad-14138	501	4	observations	observation	NOUN
dad-14138	501	5	on	on	ADP
dad-14138	501	6	the	the	DET
dad-14138	501	7	modelling	modelling	NOUN
dad-14138	501	8	of	of	ADP
dad-14138	501	9	dialogue	dialogue	NOUN
dad-14138	501	10	.	.	PUNCT
dad-14138	502	1	discourse	discourse	NOUN
dad-14138	502	2	processes	process	NOUN
dad-14138	502	3	,	,	PUNCT
dad-14138	502	4	4	4	NUM
dad-14138	502	5	(	(	PUNCT
dad-14138	502	6	2):93–116	2):93–116	NUM
dad-14138	502	7	,	,	PUNCT
dad-14138	502	8	1981	1981	NUM
dad-14138	502	9	.	.	PUNCT
dad-14138	503	1	98	98	NUM
dad-14138	503	2	enhancing	enhance	VERB
dad-14138	503	3	long	long	ADJ
dad-14138	503	4	-	-	PUNCT
dad-14138	503	5	term	term	NOUN
dad-14138	503	6	rag	rag	NOUN
dad-14138	503	7	chatbots	chatbot	NOUN
dad-14138	503	8	with	with	ADP
dad-14138	503	9	psychological	psychological	ADJ
dad-14138	503	10	models	model	NOUN
dad-14138	503	11	yanran	yanran	ADJ
dad-14138	503	12	li	li	PROPN
dad-14138	503	13	,	,	PUNCT
dad-14138	503	14	hui	hui	PROPN
dad-14138	503	15	su	su	PROPN
dad-14138	503	16	,	,	PUNCT
dad-14138	503	17	xiaoyu	xiaoyu	PROPN
dad-14138	503	18	shen	shen	PROPN
dad-14138	503	19	,	,	PUNCT
dad-14138	503	20	wenjie	wenjie	PROPN
dad-14138	503	21	li	li	PROPN
dad-14138	503	22	,	,	PUNCT
dad-14138	503	23	ziqiang	ziqiang	PROPN
dad-14138	503	24	cao	cao	PROPN
dad-14138	503	25	,	,	PUNCT
dad-14138	503	26	and	and	CCONJ
dad-14138	503	27	shuzi	shuzi	PROPN
dad-14138	503	28	niu	niu	PROPN
dad-14138	503	29	.	.	PUNCT
dad-14138	503	30	dailydialog	dailydialog	PROPN
dad-14138	503	31	:	:	PUNCT
dad-14138	503	32	a	a	DET
dad-14138	503	33	manually	manually	ADV
dad-14138	503	34	labelled	label	VERB
dad-14138	503	35	multi	multi	ADJ
dad-14138	503	36	-	-	ADJ
dad-14138	503	37	turn	turn	ADJ
dad-14138	503	38	dialogue	dialogue	NOUN
dad-14138	503	39	dataset	dataset	NOUN
dad-14138	503	40	.	.	PUNCT
dad-14138	504	1	in	in	ADP
dad-14138	504	2	proceedings	proceeding	NOUN
dad-14138	504	3	of	of	ADP
dad-14138	504	4	the	the	DET
dad-14138	504	5	eighth	eighth	ADJ
dad-14138	504	6	international	international	ADJ
dad-14138	504	7	joint	joint	ADJ
dad-14138	504	8	conference	conference	NOUN
dad-14138	504	9	on	on	ADP
dad-14138	504	10	natural	natural	ADJ
dad-14138	504	11	language	language	NOUN
dad-14138	504	12	processing	processing	NOUN
dad-14138	504	13	(	(	PUNCT
dad-14138	504	14	volume	volume	NOUN
dad-14138	504	15	1	1	NUM
dad-14138	504	16	:	:	PUNCT
dad-14138	504	17	long	long	ADJ
dad-14138	504	18	papers	paper	NOUN
dad-14138	504	19	)	)	PUNCT
dad-14138	504	20	,	,	PUNCT
dad-14138	504	21	pages	page	NOUN
dad-14138	504	22	986–995	986–995	NUM
dad-14138	504	23	,	,	PUNCT
dad-14138	504	24	2017	2017	NUM
dad-14138	504	25	.	.	PUNCT
dad-14138	505	1	zhuowan	zhuowan	PROPN
dad-14138	505	2	li	li	PROPN
dad-14138	505	3	,	,	PUNCT
dad-14138	505	4	cheng	cheng	PROPN
dad-14138	505	5	li	li	PROPN
dad-14138	505	6	,	,	PUNCT
dad-14138	505	7	mingyang	mingyang	PROPN
dad-14138	505	8	zhang	zhang	PROPN
dad-14138	505	9	,	,	PUNCT
dad-14138	505	10	qiaozhu	qiaozhu	PROPN
dad-14138	505	11	mei	mei	PROPN
dad-14138	505	12	,	,	PUNCT
dad-14138	505	13	and	and	CCONJ
dad-14138	505	14	michael	michael	PROPN
dad-14138	505	15	bendersky	bendersky	PROPN
dad-14138	505	16	.	.	PUNCT
dad-14138	506	1	retrieval	retrieval	NOUN
dad-14138	506	2	augmented	augment	VERB
dad-14138	506	3	generation	generation	NOUN
dad-14138	506	4	or	or	CCONJ
dad-14138	506	5	long	long	ADJ
dad-14138	506	6	-	-	PUNCT
dad-14138	506	7	context	context	NOUN
dad-14138	506	8	llms	llm	NOUN
dad-14138	506	9	?	?	PUNCT
dad-14138	507	1	a	a	DET
dad-14138	507	2	comprehensive	comprehensive	ADJ
dad-14138	507	3	study	study	NOUN
dad-14138	507	4	and	and	CCONJ
dad-14138	507	5	hybrid	hybrid	NOUN
dad-14138	507	6	approach	approach	NOUN
dad-14138	507	7	.	.	PUNCT
dad-14138	508	1	arxiv	arxiv	PROPN
dad-14138	508	2	preprint	preprint	NOUN
dad-14138	508	3	arxiv:2407.16833	arxiv:2407.16833	NOUN
dad-14138	508	4	,	,	PUNCT
dad-14138	508	5	2024	2024	NUM
dad-14138	508	6	.	.	PUNCT
dad-14138	509	1	yinhan	yinhan	PROPN
dad-14138	509	2	liu	liu	PROPN
dad-14138	509	3	,	,	PUNCT
dad-14138	509	4	myle	myle	PROPN
dad-14138	509	5	ott	ott	PROPN
dad-14138	509	6	,	,	PUNCT
dad-14138	509	7	naman	naman	PROPN
dad-14138	509	8	goyal	goyal	PROPN
dad-14138	509	9	,	,	PUNCT
dad-14138	509	10	jingfei	jingfei	PROPN
dad-14138	509	11	du	du	PROPN
dad-14138	509	12	,	,	PUNCT
dad-14138	509	13	mandar	mandar	PROPN
dad-14138	509	14	joshi	joshi	PROPN
dad-14138	509	15	,	,	PUNCT
dad-14138	509	16	danqi	danqi	PROPN
dad-14138	509	17	chen	chen	PROPN
dad-14138	509	18	,	,	PUNCT
dad-14138	509	19	omer	omer	PROPN
dad-14138	509	20	levy	levy	PROPN
dad-14138	509	21	,	,	PUNCT
dad-14138	509	22	mike	mike	PROPN
dad-14138	509	23	lewis	lewis	PROPN
dad-14138	509	24	,	,	PUNCT
dad-14138	509	25	luke	luke	PROPN
dad-14138	509	26	zettlemoyer	zettlemoyer	NOUN
dad-14138	509	27	,	,	PUNCT
dad-14138	509	28	and	and	CCONJ
dad-14138	509	29	veselin	veselin	PROPN
dad-14138	509	30	stoyanov	stoyanov	PROPN
dad-14138	509	31	.	.	PUNCT
dad-14138	510	1	roberta	roberta	PROPN
dad-14138	510	2	:	:	PUNCT
dad-14138	510	3	a	a	DET
dad-14138	510	4	robustly	robustly	ADV
dad-14138	510	5	optimized	optimize	VERB
dad-14138	510	6	bert	bert	NOUN
dad-14138	510	7	pretraining	pretraine	VERB
dad-14138	510	8	approach	approach	NOUN
dad-14138	510	9	.	.	PUNCT
dad-14138	511	1	arxiv	arxiv	PROPN
dad-14138	511	2	preprint	preprint	NOUN
dad-14138	511	3	arxiv:1907.11692	arxiv:1907.11692	NOUN
dad-14138	511	4	,	,	PUNCT
dad-14138	511	5	2019	2019	NUM
dad-14138	511	6	.	.	PUNCT
dad-14138	512	1	zhengliang	zhengliang	PROPN
dad-14138	512	2	liu	liu	PROPN
dad-14138	512	3	,	,	PUNCT
dad-14138	512	4	yue	yue	PROPN
dad-14138	512	5	huang	huang	PROPN
dad-14138	512	6	,	,	PUNCT
dad-14138	512	7	xiaowei	xiaowei	PROPN
dad-14138	512	8	yu	yu	PROPN
dad-14138	512	9	,	,	PUNCT
dad-14138	512	10	lu	lu	PROPN
dad-14138	512	11	zhang	zhang	PROPN
dad-14138	512	12	,	,	PUNCT
dad-14138	512	13	zihao	zihao	PROPN
dad-14138	512	14	wu	wu	PROPN
dad-14138	512	15	,	,	PUNCT
dad-14138	512	16	chao	chao	PROPN
dad-14138	512	17	cao	cao	PROPN
dad-14138	512	18	,	,	PUNCT
dad-14138	512	19	haixing	haixing	X
dad-14138	512	20	dai	dai	PROPN
dad-14138	512	21	,	,	PUNCT
dad-14138	512	22	lin	lin	PROPN
dad-14138	512	23	zhao	zhao	PROPN
dad-14138	512	24	,	,	PUNCT
dad-14138	512	25	yiwei	yiwei	PROPN
dad-14138	512	26	li	li	PROPN
dad-14138	512	27	,	,	PUNCT
dad-14138	512	28	peng	peng	PROPN
dad-14138	512	29	shu	shu	PROPN
dad-14138	512	30	,	,	PUNCT
dad-14138	512	31	et	et	PROPN
dad-14138	512	32	al	al	PROPN
dad-14138	512	33	.	.	PUNCT
dad-14138	513	1	deid	deid	NOUN
dad-14138	513	2	-	-	PUNCT
dad-14138	513	3	gpt	gpt	NOUN
dad-14138	513	4	:	:	PUNCT
dad-14138	513	5	zero	zero	NUM
dad-14138	513	6	-	-	PUNCT
dad-14138	513	7	shot	shoot	VERB
dad-14138	513	8	medical	medical	ADJ
dad-14138	513	9	text	text	NOUN
dad-14138	513	10	de	de	NOUN
dad-14138	513	11	-	-	NOUN
dad-14138	513	12	identification	identification	NOUN
dad-14138	513	13	by	by	ADP
dad-14138	513	14	gpt-4	gpt-4	X
dad-14138	513	15	.	.	PUNCT
dad-14138	514	1	arxiv	arxiv	PROPN
dad-14138	514	2	preprint	preprint	VERB
dad-14138	514	3	arxiv:2303.11032	arxiv:2303.11032	NOUN
dad-14138	514	4	,	,	PUNCT
dad-14138	514	5	2023	2023	NUM
dad-14138	514	6	.	.	PUNCT
dad-14138	515	1	daniel	daniel	PROPN
dad-14138	515	2	loureiro	loureiro	PROPN
dad-14138	515	3	,	,	PUNCT
dad-14138	515	4	francesco	francesco	PROPN
dad-14138	515	5	barbieri	barbieri	PROPN
dad-14138	515	6	,	,	PUNCT
dad-14138	515	7	leonardo	leonardo	PROPN
dad-14138	515	8	neves	neves	PROPN
dad-14138	515	9	,	,	PUNCT
dad-14138	515	10	luis	luis	PROPN
dad-14138	515	11	espinosa	espinosa	PROPN
dad-14138	515	12	anke	anke	PROPN
dad-14138	515	13	,	,	PUNCT
dad-14138	515	14	and	and	CCONJ
dad-14138	515	15	jose	jose	PROPN
dad-14138	515	16	camachocollados	camachocollado	NOUN
dad-14138	515	17	.	.	PUNCT
dad-14138	516	1	timelms	timelm	NOUN
dad-14138	516	2	:	:	PUNCT
dad-14138	516	3	diachronic	diachronic	ADJ
dad-14138	516	4	language	language	NOUN
dad-14138	516	5	models	model	NOUN
dad-14138	516	6	from	from	ADP
dad-14138	516	7	twitter	twitter	NOUN
dad-14138	516	8	.	.	PUNCT
dad-14138	517	1	in	in	ADP
dad-14138	517	2	proceedings	proceeding	NOUN
dad-14138	517	3	of	of	ADP
dad-14138	517	4	the	the	DET
dad-14138	517	5	60th	60th	ADJ
dad-14138	517	6	annual	annual	ADJ
dad-14138	517	7	meeting	meeting	NOUN
dad-14138	517	8	of	of	ADP
dad-14138	517	9	the	the	DET
dad-14138	517	10	association	association	NOUN
dad-14138	517	11	for	for	ADP
dad-14138	517	12	computational	computational	ADJ
dad-14138	517	13	linguistics	linguistic	NOUN
dad-14138	517	14	:	:	PUNCT
dad-14138	517	15	system	system	NOUN
dad-14138	517	16	demonstrations	demonstration	NOUN
dad-14138	517	17	,	,	PUNCT
dad-14138	517	18	pages	page	NOUN
dad-14138	517	19	251	251	NUM
dad-14138	517	20	–	–	PUNCT
dad-14138	517	21	260	260	NUM
dad-14138	517	22	,	,	PUNCT
dad-14138	517	23	dublin	dublin	PROPN
dad-14138	517	24	,	,	PUNCT
dad-14138	517	25	ireland	ireland	PROPN
dad-14138	517	26	,	,	PUNCT
dad-14138	517	27	may	may	AUX
dad-14138	517	28	2022	2022	NUM
dad-14138	517	29	.	.	PUNCT
dad-14138	518	1	association	association	NOUN
dad-14138	518	2	for	for	ADP
dad-14138	518	3	computational	computational	ADJ
dad-14138	518	4	linguistics	linguistic	NOUN
dad-14138	518	5	.	.	PUNCT
dad-14138	519	1	doi	doi	NOUN
dad-14138	519	2	:	:	PUNCT
dad-14138	519	3	10.18653	10.18653	NUM
dad-14138	519	4	/	/	SYM
dad-14138	519	5	v1/	v1/	NOUN
dad-14138	519	6	2022.acl	2022.acl	NOUN
dad-14138	519	7	-	-	PUNCT
dad-14138	519	8	demo.25	demo.25	NOUN
dad-14138	519	9	.	.	PUNCT
dad-14138	520	1	url	url	PROPN
dad-14138	520	2	https://aclanthology.org/2022.acl-demo.25	https://aclanthology.org/2022.acl-demo.25	PROPN
dad-14138	520	3	.	.	PUNCT
dad-14138	521	1	james	james	PROPN
dad-14138	521	2	l	l	PROPN
dad-14138	521	3	mcgaugh	mcgaugh	PROPN
dad-14138	521	4	.	.	PUNCT
dad-14138	522	1	memory	memory	NOUN
dad-14138	522	2	and	and	CCONJ
dad-14138	522	3	emotion	emotion	NOUN
dad-14138	522	4	:	:	PUNCT
dad-14138	522	5	the	the	DET
dad-14138	522	6	making	making	NOUN
dad-14138	522	7	of	of	ADP
dad-14138	522	8	lasting	last	VERB
dad-14138	522	9	memories	memory	NOUN
dad-14138	522	10	.	.	PUNCT
dad-14138	523	1	columbia	columbia	PROPN
dad-14138	523	2	university	university	PROPN
dad-14138	523	3	press	press	NOUN
dad-14138	523	4	,	,	PUNCT
dad-14138	523	5	2003	2003	NUM
dad-14138	523	6	.	.	PUNCT
dad-14138	524	1	saif	saif	PROPN
dad-14138	524	2	mohammad	mohammad	PROPN
dad-14138	524	3	,	,	PUNCT
dad-14138	524	4	felipe	felipe	PROPN
dad-14138	524	5	bravo	bravo	PROPN
dad-14138	524	6	-	-	PUNCT
dad-14138	524	7	marquez	marquez	PROPN
dad-14138	524	8	,	,	PUNCT
dad-14138	524	9	mohammad	mohammad	PROPN
dad-14138	524	10	salameh	salameh	NOUN
dad-14138	524	11	,	,	PUNCT
dad-14138	524	12	and	and	CCONJ
dad-14138	524	13	svetlana	svetlana	PROPN
dad-14138	524	14	kiritchenko	kiritchenko	PROPN
dad-14138	524	15	.	.	PUNCT
dad-14138	525	1	semeval-2018	semeval-2018	NOUN
dad-14138	525	2	task	task	NOUN
dad-14138	525	3	1	1	NUM
dad-14138	525	4	:	:	PUNCT
dad-14138	525	5	affect	affect	VERB
dad-14138	525	6	in	in	ADP
dad-14138	525	7	tweets	tweet	NOUN
dad-14138	525	8	.	.	PUNCT
dad-14138	526	1	in	in	ADP
dad-14138	526	2	proceedings	proceeding	NOUN
dad-14138	526	3	of	of	ADP
dad-14138	526	4	the	the	DET
dad-14138	526	5	12th	12th	ADJ
dad-14138	526	6	international	international	ADJ
dad-14138	526	7	workshop	workshop	NOUN
dad-14138	526	8	on	on	ADP
dad-14138	526	9	semantic	semantic	ADJ
dad-14138	526	10	evaluation	evaluation	NOUN
dad-14138	526	11	,	,	PUNCT
dad-14138	526	12	pages	page	NOUN
dad-14138	526	13	1–17	1–17	PROPN
dad-14138	526	14	,	,	PUNCT
dad-14138	526	15	2018	2018	NUM
dad-14138	526	16	.	.	PUNCT
dad-14138	527	1	dn	dn	PROPN
dad-14138	527	2	prabhakar	prabhakar	PROPN
dad-14138	527	3	murthy	murthy	PROPN
dad-14138	527	4	,	,	PUNCT
dad-14138	527	5	min	min	PROPN
dad-14138	527	6	xie	xie	PROPN
dad-14138	527	7	,	,	PUNCT
dad-14138	527	8	and	and	CCONJ
dad-14138	527	9	renyan	renyan	PROPN
dad-14138	527	10	jiang	jiang	PROPN
dad-14138	527	11	.	.	PUNCT
dad-14138	528	1	weibull	weibull	PROPN
dad-14138	528	2	models	model	NOUN
dad-14138	528	3	.	.	PUNCT
dad-14138	529	1	john	john	PROPN
dad-14138	529	2	wiley	wiley	PROPN
dad-14138	529	3	&	&	CCONJ
dad-14138	529	4	sons	son	NOUN
dad-14138	529	5	,	,	PUNCT
dad-14138	529	6	2004	2004	NUM
dad-14138	529	7	.	.	PUNCT
dad-14138	530	1	kai	kai	PROPN
dad-14138	530	2	tzu	tzu	PROPN
dad-14138	530	3	-	-	PUNCT
dad-14138	530	4	iunn	iunn	PROPN
dad-14138	530	5	ong	ong	PROPN
dad-14138	530	6	,	,	PUNCT
dad-14138	530	7	namyoung	namyoung	PROPN
dad-14138	530	8	kim	kim	PROPN
dad-14138	530	9	,	,	PUNCT
dad-14138	530	10	minju	minju	ADJ
dad-14138	530	11	gwak	gwak	NOUN
dad-14138	530	12	,	,	PUNCT
dad-14138	530	13	hyungjoo	hyungjoo	PROPN
dad-14138	530	14	chae	chae	PROPN
dad-14138	530	15	,	,	PUNCT
dad-14138	530	16	taeyoon	taeyoon	PROPN
dad-14138	530	17	kwon	kwon	PROPN
dad-14138	530	18	,	,	PUNCT
dad-14138	530	19	yohan	yohan	PROPN
dad-14138	530	20	jo	jo	PROPN
dad-14138	530	21	,	,	PUNCT
dad-14138	530	22	seung	seung	PROPN
dad-14138	530	23	-	-	PUNCT
dad-14138	530	24	won	win	VERB
dad-14138	530	25	hwang	hwang	PROPN
dad-14138	530	26	,	,	PUNCT
dad-14138	530	27	dongha	dongha	PROPN
dad-14138	530	28	lee	lee	PROPN
dad-14138	530	29	,	,	PUNCT
dad-14138	530	30	and	and	CCONJ
dad-14138	530	31	jinyoung	jinyoung	PROPN
dad-14138	530	32	yeo	yeo	PROPN
dad-14138	530	33	.	.	PROPN
dad-14138	531	1	towards	towards	ADP
dad-14138	531	2	lifelong	lifelong	ADJ
dad-14138	531	3	dialogue	dialogue	NOUN
dad-14138	531	4	agents	agent	NOUN
dad-14138	531	5	via	via	ADP
dad-14138	531	6	timeline	timeline	NOUN
dad-14138	531	7	-	-	PUNCT
dad-14138	531	8	based	base	VERB
dad-14138	531	9	memory	memory	NOUN
dad-14138	531	10	management	management	NOUN
dad-14138	531	11	.	.	PUNCT
dad-14138	532	1	in	in	ADP
dad-14138	532	2	proceedings	proceeding	NOUN
dad-14138	532	3	of	of	ADP
dad-14138	532	4	the	the	DET
dad-14138	532	5	2025	2025	NUM
dad-14138	532	6	conference	conference	NOUN
dad-14138	532	7	of	of	ADP
dad-14138	532	8	the	the	DET
dad-14138	532	9	nations	nation	NOUN
dad-14138	532	10	of	of	ADP
dad-14138	532	11	the	the	DET
dad-14138	532	12	americas	americas	PROPN
dad-14138	532	13	chapter	chapter	NOUN
dad-14138	532	14	of	of	ADP
dad-14138	532	15	the	the	DET
dad-14138	532	16	association	association	NOUN
dad-14138	532	17	for	for	ADP
dad-14138	532	18	computational	computational	ADJ
dad-14138	532	19	linguistics	linguistic	NOUN
dad-14138	532	20	:	:	PUNCT
dad-14138	532	21	human	human	ADJ
dad-14138	532	22	language	language	NOUN
dad-14138	532	23	technologies	technology	NOUN
dad-14138	532	24	(	(	PUNCT
dad-14138	532	25	volume	volume	NOUN
dad-14138	532	26	1	1	NUM
dad-14138	532	27	:	:	PUNCT
dad-14138	532	28	long	long	ADJ
dad-14138	532	29	papers	paper	NOUN
dad-14138	532	30	)	)	PUNCT
dad-14138	532	31	,	,	PUNCT
dad-14138	532	32	pages	page	NOUN
dad-14138	532	33	8631–8661	8631–8661	NUM
dad-14138	532	34	,	,	PUNCT
dad-14138	532	35	2025	2025	NUM
dad-14138	532	36	.	.	PUNCT
dad-14138	533	1	joon	joon	PROPN
dad-14138	533	2	sung	sung	PROPN
dad-14138	533	3	park	park	PROPN
dad-14138	533	4	,	,	PUNCT
dad-14138	533	5	joseph	joseph	PROPN
dad-14138	533	6	o’brien	o’brien	PROPN
dad-14138	533	7	,	,	PUNCT
dad-14138	533	8	carrie	carrie	PROPN
dad-14138	533	9	jun	jun	PROPN
dad-14138	533	10	cai	cai	PROPN
dad-14138	533	11	,	,	PUNCT
dad-14138	533	12	meredith	meredith	PROPN
dad-14138	533	13	ringel	ringel	NOUN
dad-14138	533	14	morris	morris	PROPN
dad-14138	533	15	,	,	PUNCT
dad-14138	533	16	percy	percy	PROPN
dad-14138	533	17	liang	liang	PROPN
dad-14138	533	18	,	,	PUNCT
dad-14138	533	19	and	and	CCONJ
dad-14138	533	20	michael	michael	PROPN
dad-14138	533	21	s	s	PROPN
dad-14138	533	22	bernstein	bernstein	PROPN
dad-14138	533	23	.	.	PROPN
dad-14138	534	1	generative	generative	ADJ
dad-14138	534	2	agents	agent	NOUN
dad-14138	534	3	:	:	PUNCT
dad-14138	534	4	interactive	interactive	ADJ
dad-14138	534	5	simulacra	simulacrum	NOUN
dad-14138	534	6	of	of	ADP
dad-14138	534	7	human	human	ADJ
dad-14138	534	8	behavior	behavior	NOUN
dad-14138	534	9	.	.	PUNCT
dad-14138	535	1	in	in	ADP
dad-14138	535	2	proceedings	proceeding	NOUN
dad-14138	535	3	of	of	ADP
dad-14138	535	4	the	the	DET
dad-14138	535	5	36th	36th	ADJ
dad-14138	535	6	annual	annual	ADJ
dad-14138	535	7	acm	acm	NOUN
dad-14138	535	8	symposium	symposium	NOUN
dad-14138	535	9	on	on	ADP
dad-14138	535	10	user	user	NOUN
dad-14138	535	11	interface	interface	NOUN
dad-14138	535	12	software	software	NOUN
dad-14138	535	13	and	and	CCONJ
dad-14138	535	14	technology	technology	NOUN
dad-14138	535	15	,	,	PUNCT
dad-14138	535	16	pages	page	NOUN
dad-14138	535	17	1–22	1–22	PROPN
dad-14138	535	18	,	,	PUNCT
dad-14138	535	19	2023	2023	NUM
dad-14138	535	20	.	.	PUNCT
dad-14138	536	1	andrew	andrew	PROPN
dad-14138	536	2	reece	reece	PROPN
dad-14138	536	3	,	,	PUNCT
dad-14138	536	4	gus	gus	PROPN
dad-14138	536	5	cooney	cooney	PROPN
dad-14138	536	6	,	,	PUNCT
dad-14138	536	7	peter	peter	PROPN
dad-14138	536	8	bull	bull	PROPN
dad-14138	536	9	,	,	PUNCT
dad-14138	536	10	christine	christine	PROPN
dad-14138	536	11	chung	chung	PROPN
dad-14138	536	12	,	,	PUNCT
dad-14138	536	13	bryn	bryn	PROPN
dad-14138	536	14	dawson	dawson	PROPN
dad-14138	536	15	,	,	PUNCT
dad-14138	536	16	casey	casey	PROPN
dad-14138	536	17	fitzpatrick	fitzpatrick	PROPN
dad-14138	536	18	,	,	PUNCT
dad-14138	536	19	tamara	tamara	PROPN
dad-14138	536	20	glazer	glazer	PROPN
dad-14138	536	21	,	,	PUNCT
dad-14138	536	22	dean	dean	PROPN
dad-14138	536	23	knox	knox	PROPN
dad-14138	536	24	,	,	PUNCT
dad-14138	536	25	alex	alex	PROPN
dad-14138	536	26	liebscher	liebscher	PROPN
dad-14138	536	27	,	,	PUNCT
dad-14138	536	28	and	and	CCONJ
dad-14138	536	29	sebastian	sebastian	PROPN
dad-14138	536	30	marin	marin	PROPN
dad-14138	536	31	.	.	PUNCT
dad-14138	537	1	the	the	DET
dad-14138	537	2	candor	candor	NOUN
dad-14138	537	3	corpus	corpus	NOUN
dad-14138	537	4	:	:	PUNCT
dad-14138	537	5	insights	insight	NOUN
dad-14138	537	6	from	from	ADP
dad-14138	537	7	a	a	DET
dad-14138	537	8	large	large	ADJ
dad-14138	537	9	multimodal	multimodal	NOUN
dad-14138	537	10	dataset	dataset	NOUN
dad-14138	537	11	of	of	ADP
dad-14138	537	12	naturalistic	naturalistic	ADJ
dad-14138	537	13	conversation	conversation	NOUN
dad-14138	537	14	.	.	PUNCT
dad-14138	538	1	science	science	NOUN
dad-14138	538	2	advances	advance	NOUN
dad-14138	538	3	,	,	PUNCT
dad-14138	538	4	9(13):eadf3197	9(13):eadf3197	NOUN
dad-14138	538	5	,	,	PUNCT
dad-14138	538	6	2023	2023	NUM
dad-14138	538	7	.	.	PUNCT
dad-14138	539	1	doi	doi	NOUN
dad-14138	539	2	:	:	PUNCT
dad-14138	539	3	10.1126	10.1126	NUM
dad-14138	539	4	/	/	SYM
dad-14138	539	5	sciadv.adf3197	sciadv.adf3197	NOUN
dad-14138	539	6	.	.	PUNCT
dad-14138	540	1	daniel	daniel	PROPN
dad-14138	540	2	reisberg	reisberg	PROPN
dad-14138	540	3	and	and	CCONJ
dad-14138	540	4	paula	paula	PROPN
dad-14138	540	5	hertel	hertel	PROPN
dad-14138	540	6	.	.	PUNCT
dad-14138	540	7	memory	memory	NOUN
dad-14138	540	8	and	and	CCONJ
dad-14138	540	9	emotion	emotion	NOUN
dad-14138	540	10	.	.	PUNCT
dad-14138	541	1	oxford	oxford	PROPN
dad-14138	541	2	university	university	PROPN
dad-14138	541	3	press	press	NOUN
dad-14138	541	4	,	,	PUNCT
dad-14138	541	5	2003	2003	NUM
dad-14138	541	6	.	.	PUNCT
dad-14138	542	1	99	99	NUM
dad-14138	542	2	ryuichi	ryuichi	PROPN
dad-14138	542	3	sumida	sumida	PROPN
dad-14138	542	4	,	,	PUNCT
dad-14138	542	5	inoue	inoue	PROPN
dad-14138	542	6	and	and	CCONJ
dad-14138	542	7	kawahara	kawahara	NOUN
dad-14138	542	8	v	v	PROPN
dad-14138	542	9	sanh	sanh	PROPN
dad-14138	542	10	.	.	PUNCT
dad-14138	543	1	distilbert	distilbert	PROPN
dad-14138	543	2	,	,	PUNCT
dad-14138	543	3	a	a	DET
dad-14138	543	4	distilled	distil	VERB
dad-14138	543	5	version	version	NOUN
dad-14138	543	6	of	of	ADP
dad-14138	543	7	bert	bert	NOUN
dad-14138	543	8	:	:	PUNCT
dad-14138	543	9	smaller	small	ADJ
dad-14138	543	10	,	,	PUNCT
dad-14138	543	11	faster	fast	ADJ
dad-14138	543	12	,	,	PUNCT
dad-14138	543	13	cheaper	cheap	ADJ
dad-14138	543	14	and	and	CCONJ
dad-14138	543	15	lighter	light	ADJ
dad-14138	543	16	.	.	PUNCT
dad-14138	544	1	in	in	ADP
dad-14138	544	2	proceedings	proceeding	NOUN
dad-14138	544	3	of	of	ADP
dad-14138	544	4	thirty	thirty	NUM
dad-14138	544	5	-	-	PUNCT
dad-14138	544	6	third	third	NOUN
dad-14138	544	7	conference	conference	NOUN
dad-14138	544	8	on	on	ADP
dad-14138	544	9	neural	neural	ADJ
dad-14138	544	10	information	information	NOUN
dad-14138	544	11	processing	processing	NOUN
dad-14138	544	12	systems	system	NOUN
dad-14138	544	13	(	(	PUNCT
dad-14138	544	14	nips2019	nips2019	PROPN
dad-14138	544	15	)	)	PUNCT
dad-14138	544	16	,	,	PUNCT
dad-14138	544	17	2019	2019	NUM
dad-14138	544	18	.	.	PUNCT
dad-14138	545	1	patrick	patrick	PROPN
dad-14138	545	2	e	e	PROPN
dad-14138	545	3	shrout	shrout	PROPN
dad-14138	545	4	and	and	CCONJ
dad-14138	545	5	joseph	joseph	PROPN
dad-14138	545	6	l	l	PROPN
dad-14138	545	7	fleiss	fleiss	PROPN
dad-14138	545	8	.	.	PUNCT
dad-14138	546	1	intraclass	intraclass	NOUN
dad-14138	546	2	correlations	correlation	NOUN
dad-14138	546	3	:	:	PUNCT
dad-14138	546	4	uses	use	VERB
dad-14138	546	5	in	in	ADP
dad-14138	546	6	assessing	assess	VERB
dad-14138	546	7	rater	rater	ADJ
dad-14138	546	8	reliability	reliability	NOUN
dad-14138	546	9	.	.	PUNCT
dad-14138	547	1	psychological	psychological	ADJ
dad-14138	547	2	bulletin	bulletin	NOUN
dad-14138	547	3	,	,	PUNCT
dad-14138	547	4	86(2):420	86(2):420	NUM
dad-14138	547	5	,	,	PUNCT
dad-14138	547	6	1979	1979	NUM
dad-14138	547	7	.	.	PUNCT
dad-14138	548	1	laura	laura	PROPN
dad-14138	548	2	stafford	stafford	PROPN
dad-14138	548	3	and	and	CCONJ
dad-14138	548	4	john	john	PROPN
dad-14138	548	5	a	a	PROPN
dad-14138	548	6	daly	daly	PROPN
dad-14138	548	7	.	.	PUNCT
dad-14138	549	1	conversational	conversational	ADJ
dad-14138	549	2	memory	memory	NOUN
dad-14138	549	3	:	:	PUNCT
dad-14138	549	4	the	the	DET
dad-14138	549	5	effects	effect	NOUN
dad-14138	549	6	of	of	ADP
dad-14138	549	7	recall	recall	NOUN
dad-14138	549	8	mode	mode	NOUN
dad-14138	549	9	and	and	CCONJ
dad-14138	549	10	memory	memory	NOUN
dad-14138	549	11	expectancies	expectancy	NOUN
dad-14138	549	12	on	on	ADP
dad-14138	549	13	remembrances	remembrance	NOUN
dad-14138	549	14	of	of	ADP
dad-14138	549	15	natural	natural	ADJ
dad-14138	549	16	conversations	conversation	NOUN
dad-14138	549	17	.	.	PUNCT
dad-14138	550	1	human	human	ADJ
dad-14138	550	2	communication	communication	NOUN
dad-14138	550	3	research	research	NOUN
dad-14138	550	4	,	,	PUNCT
dad-14138	550	5	10	10	NUM
dad-14138	550	6	(	(	PUNCT
dad-14138	550	7	3):379–402	3):379–402	NUM
dad-14138	550	8	,	,	PUNCT
dad-14138	550	9	1984	1984	NUM
dad-14138	550	10	.	.	PUNCT
dad-14138	551	1	endel	endel	PROPN
dad-14138	551	2	tulving	tulving	PROPN
dad-14138	551	3	.	.	PUNCT
dad-14138	552	1	episodic	episodic	ADJ
dad-14138	552	2	memory	memory	NOUN
dad-14138	552	3	:	:	PUNCT
dad-14138	552	4	from	from	ADP
dad-14138	552	5	mind	mind	NOUN
dad-14138	552	6	to	to	ADP
dad-14138	552	7	brain	brain	NOUN
dad-14138	552	8	.	.	PUNCT
dad-14138	553	1	annual	annual	ADJ
dad-14138	553	2	review	review	NOUN
dad-14138	553	3	of	of	ADP
dad-14138	553	4	psychology	psychology	NOUN
dad-14138	553	5	,	,	PUNCT
dad-14138	553	6	53(1):1–25	53(1):1–25	NUM
dad-14138	553	7	,	,	PUNCT
dad-14138	553	8	2002	2002	NUM
dad-14138	553	9	.	.	PUNCT
dad-14138	554	1	endel	endel	PROPN
dad-14138	554	2	tulving	tulve	VERB
dad-14138	554	3	et	et	PROPN
dad-14138	554	4	al	al	PROPN
dad-14138	554	5	.	.	PROPN
dad-14138	554	6	episodic	episodic	ADJ
dad-14138	554	7	and	and	CCONJ
dad-14138	554	8	semantic	semantic	ADJ
dad-14138	554	9	memory	memory	NOUN
dad-14138	554	10	.	.	PUNCT
dad-14138	555	1	organization	organization	NOUN
dad-14138	555	2	of	of	ADP
dad-14138	555	3	memory	memory	NOUN
dad-14138	555	4	,	,	PUNCT
dad-14138	555	5	1(381	1(381	NUM
dad-14138	555	6	-	-	PUNCT
dad-14138	555	7	403):1	403):1	NUM
dad-14138	555	8	,	,	PUNCT
dad-14138	555	9	1972	1972	NUM
dad-14138	555	10	.	.	PUNCT
dad-14138	556	1	nicholas	nicholas	PROPN
dad-14138	556	2	thomas	thomas	PROPN
dad-14138	556	3	walker	walker	PROPN
dad-14138	556	4	,	,	PUNCT
dad-14138	556	5	torbjørn	torbjørn	NOUN
dad-14138	556	6	dahl	dahl	NOUN
dad-14138	556	7	,	,	PUNCT
dad-14138	556	8	and	and	CCONJ
dad-14138	556	9	pierre	pierre	PROPN
dad-14138	556	10	lison	lison	NOUN
dad-14138	556	11	.	.	PUNCT
dad-14138	557	1	dialogue	dialogue	NOUN
dad-14138	557	2	management	management	NOUN
dad-14138	557	3	as	as	ADP
dad-14138	557	4	graph	graph	NOUN
dad-14138	557	5	transformations	transformation	NOUN
dad-14138	557	6	.	.	PUNCT
dad-14138	558	1	in	in	ADP
dad-14138	558	2	conversational	conversational	ADJ
dad-14138	558	3	ai	ai	NOUN
dad-14138	558	4	for	for	ADP
dad-14138	558	5	natural	natural	ADJ
dad-14138	558	6	human	human	ADJ
dad-14138	558	7	-	-	PUNCT
dad-14138	558	8	centric	centric	NOUN
dad-14138	558	9	interaction	interaction	NOUN
dad-14138	558	10	:	:	PUNCT
dad-14138	558	11	12th	12th	ADJ
dad-14138	558	12	international	international	ADJ
dad-14138	558	13	workshop	workshop	NOUN
dad-14138	558	14	on	on	ADP
dad-14138	558	15	spoken	spoken	ADJ
dad-14138	558	16	dialogue	dialogue	NOUN
dad-14138	558	17	system	system	NOUN
dad-14138	558	18	technology	technology	NOUN
dad-14138	558	19	,	,	PUNCT
dad-14138	558	20	iwsds	iwsds	ADP
dad-14138	558	21	2021	2021	NUM
dad-14138	558	22	,	,	PUNCT
dad-14138	558	23	singapore	singapore	PROPN
dad-14138	558	24	,	,	PUNCT
dad-14138	558	25	pages	page	NOUN
dad-14138	558	26	219–227	219–227	NUM
dad-14138	558	27	.	.	PUNCT
dad-14138	558	28	springer	springer	NOUN
dad-14138	558	29	,	,	PUNCT
dad-14138	558	30	2022	2022	NUM
dad-14138	558	31	.	.	PUNCT
dad-14138	559	1	joseph	joseph	PROPN
dad-14138	559	2	b	b	PROPN
dad-14138	559	3	walther	walther	PROPN
dad-14138	559	4	and	and	CCONJ
dad-14138	559	5	lisa	lisa	PROPN
dad-14138	559	6	c	c	PROPN
dad-14138	559	7	tidwell	tidwell	PROPN
dad-14138	559	8	.	.	PUNCT
dad-14138	560	1	nonverbal	nonverbal	ADJ
dad-14138	560	2	cues	cue	NOUN
dad-14138	560	3	in	in	ADP
dad-14138	560	4	computer	computer	NOUN
dad-14138	560	5	-	-	PUNCT
dad-14138	560	6	mediated	mediate	VERB
dad-14138	560	7	communication	communication	NOUN
dad-14138	560	8	,	,	PUNCT
dad-14138	560	9	and	and	CCONJ
dad-14138	560	10	the	the	DET
dad-14138	560	11	effect	effect	NOUN
dad-14138	560	12	of	of	ADP
dad-14138	560	13	chronemics	chronemic	NOUN
dad-14138	560	14	on	on	ADP
dad-14138	560	15	relational	relational	ADJ
dad-14138	560	16	communication	communication	NOUN
dad-14138	560	17	.	.	PUNCT
dad-14138	561	1	journal	journal	NOUN
dad-14138	561	2	of	of	ADP
dad-14138	561	3	organizational	organizational	ADJ
dad-14138	561	4	computing	computing	NOUN
dad-14138	561	5	and	and	CCONJ
dad-14138	561	6	electronic	electronic	ADJ
dad-14138	561	7	commerce	commerce	NOUN
dad-14138	561	8	,	,	PUNCT
dad-14138	561	9	5(4):355–378	5(4):355–378	NUM
dad-14138	561	10	,	,	PUNCT
dad-14138	561	11	1995	1995	NUM
dad-14138	561	12	.	.	PUNCT
dad-14138	562	1	graham	graham	PROPN
dad-14138	562	2	wilcock	wilcock	PROPN
dad-14138	562	3	and	and	CCONJ
dad-14138	562	4	kristiina	kristiina	PROPN
dad-14138	562	5	jokinen	jokinen	PROPN
dad-14138	562	6	.	.	PUNCT
dad-14138	563	1	conversational	conversational	ADJ
dad-14138	563	2	ai	ai	NOUN
dad-14138	563	3	and	and	CCONJ
dad-14138	563	4	knowledge	knowledge	NOUN
dad-14138	563	5	graphs	graph	NOUN
dad-14138	563	6	for	for	ADP
dad-14138	563	7	social	social	ADJ
dad-14138	563	8	robot	robot	NOUN
dad-14138	563	9	interaction	interaction	NOUN
dad-14138	563	10	.	.	PUNCT
dad-14138	564	1	in	in	ADP
dad-14138	564	2	2022	2022	NUM
dad-14138	564	3	17th	17th	NOUN
dad-14138	564	4	acm	acm	PROPN
dad-14138	564	5	/	/	SYM
dad-14138	564	6	ieee	ieee	PROPN
dad-14138	564	7	international	international	ADJ
dad-14138	564	8	conference	conference	NOUN
dad-14138	564	9	on	on	ADP
dad-14138	564	10	human	human	ADJ
dad-14138	564	11	-	-	PUNCT
dad-14138	564	12	robot	robot	NOUN
dad-14138	564	13	interaction	interaction	NOUN
dad-14138	564	14	(	(	PUNCT
dad-14138	564	15	hri	hri	PROPN
dad-14138	564	16	)	)	PUNCT
dad-14138	564	17	,	,	PUNCT
dad-14138	564	18	pages	page	NOUN
dad-14138	564	19	1090–1094	1090–1094	NUM
dad-14138	564	20	.	.	PUNCT
dad-14138	565	1	ieee	ieee	NOUN
dad-14138	565	2	,	,	PUNCT
dad-14138	565	3	2022	2022	NUM
dad-14138	565	4	.	.	PUNCT
dad-14138	566	1	jing	jing	PROPN
dad-14138	566	2	xu	xu	PROPN
dad-14138	566	3	,	,	PUNCT
dad-14138	566	4	arthur	arthur	PROPN
dad-14138	566	5	szlam	szlam	PROPN
dad-14138	566	6	,	,	PUNCT
dad-14138	566	7	and	and	CCONJ
dad-14138	566	8	jason	jason	PROPN
dad-14138	566	9	weston	weston	PROPN
dad-14138	566	10	.	.	PUNCT
dad-14138	567	1	beyond	beyond	ADP
dad-14138	567	2	goldfish	goldfish	NOUN
dad-14138	567	3	memory	memory	NOUN
dad-14138	567	4	:	:	PUNCT
dad-14138	567	5	long	long	ADJ
dad-14138	567	6	-	-	PUNCT
dad-14138	567	7	term	term	NOUN
dad-14138	567	8	open	open	ADJ
dad-14138	567	9	-	-	PUNCT
dad-14138	567	10	domain	domain	NOUN
dad-14138	567	11	conversation	conversation	NOUN
dad-14138	567	12	.	.	PUNCT
dad-14138	568	1	in	in	ADP
dad-14138	568	2	proceedings	proceeding	NOUN
dad-14138	568	3	of	of	ADP
dad-14138	568	4	the	the	DET
dad-14138	568	5	60th	60th	ADJ
dad-14138	568	6	annual	annual	ADJ
dad-14138	568	7	meeting	meeting	NOUN
dad-14138	568	8	of	of	ADP
dad-14138	568	9	the	the	DET
dad-14138	568	10	association	association	NOUN
dad-14138	568	11	for	for	ADP
dad-14138	568	12	computational	computational	ADJ
dad-14138	568	13	linguistics	linguistic	NOUN
dad-14138	568	14	(	(	PUNCT
dad-14138	568	15	volume	volume	NOUN
dad-14138	568	16	1	1	NUM
dad-14138	568	17	:	:	PUNCT
dad-14138	568	18	long	long	ADJ
dad-14138	568	19	papers	paper	NOUN
dad-14138	568	20	)	)	PUNCT
dad-14138	568	21	,	,	PUNCT
dad-14138	568	22	pages	page	NOUN
dad-14138	568	23	5180–5197	5180–5197	NUM
dad-14138	568	24	,	,	PUNCT
dad-14138	568	25	2022	2022	NUM
dad-14138	568	26	.	.	PUNCT
dad-14138	569	1	tan	tan	PROPN
dad-14138	569	2	yu	yu	PROPN
dad-14138	569	3	,	,	PUNCT
dad-14138	569	4	anbang	anbang	PROPN
dad-14138	569	5	xu	xu	PROPN
dad-14138	569	6	,	,	PUNCT
dad-14138	569	7	and	and	CCONJ
dad-14138	569	8	rama	rama	PROPN
dad-14138	569	9	akkiraju	akkiraju	PROPN
dad-14138	569	10	.	.	PUNCT
dad-14138	570	1	in	in	ADP
dad-14138	570	2	defense	defense	NOUN
dad-14138	570	3	of	of	ADP
dad-14138	570	4	rag	rag	NOUN
dad-14138	570	5	in	in	ADP
dad-14138	570	6	the	the	DET
dad-14138	570	7	era	era	NOUN
dad-14138	570	8	of	of	ADP
dad-14138	570	9	long	long	ADJ
dad-14138	570	10	-	-	PUNCT
dad-14138	570	11	context	context	NOUN
dad-14138	570	12	language	language	NOUN
dad-14138	570	13	models	model	NOUN
dad-14138	570	14	.	.	PUNCT
dad-14138	571	1	arxiv	arxiv	PROPN
dad-14138	571	2	preprint	preprint	PROPN
dad-14138	571	3	arxiv:2409.01666	arxiv:2409.01666	NOUN
dad-14138	571	4	,	,	PUNCT
dad-14138	571	5	2024	2024	NUM
dad-14138	571	6	.	.	PUNCT
dad-14138	572	1	lianmin	lianmin	PROPN
dad-14138	572	2	zheng	zheng	PROPN
dad-14138	572	3	,	,	PUNCT
dad-14138	572	4	wei	wei	PROPN
dad-14138	572	5	-	-	PROPN
dad-14138	572	6	lin	lin	PROPN
dad-14138	572	7	chiang	chiang	PROPN
dad-14138	572	8	,	,	PUNCT
dad-14138	572	9	ying	ying	PROPN
dad-14138	572	10	sheng	sheng	PROPN
dad-14138	572	11	,	,	PUNCT
dad-14138	572	12	siyuan	siyuan	PROPN
dad-14138	572	13	zhuang	zhuang	PROPN
dad-14138	572	14	,	,	PUNCT
dad-14138	572	15	zhanghao	zhanghao	PROPN
dad-14138	572	16	wu	wu	PROPN
dad-14138	572	17	,	,	PUNCT
dad-14138	572	18	yonghao	yonghao	PROPN
dad-14138	572	19	zhuang	zhuang	PROPN
dad-14138	572	20	,	,	PUNCT
dad-14138	572	21	zi	zi	PROPN
dad-14138	572	22	lin	lin	PROPN
dad-14138	572	23	,	,	PUNCT
dad-14138	572	24	zhuohan	zhuohan	PROPN
dad-14138	572	25	li	li	PROPN
dad-14138	572	26	,	,	PUNCT
dad-14138	572	27	dacheng	dacheng	PROPN
dad-14138	572	28	li	li	PROPN
dad-14138	572	29	,	,	PUNCT
dad-14138	572	30	eric	eric	PROPN
dad-14138	572	31	xing	xing	PROPN
dad-14138	572	32	,	,	PUNCT
dad-14138	572	33	et	et	PROPN
dad-14138	572	34	al	al	PROPN
dad-14138	572	35	.	.	PUNCT
dad-14138	572	36	judging	judge	VERB
dad-14138	572	37	llm	llm	NOUN
dad-14138	572	38	-	-	PUNCT
dad-14138	572	39	as	as	ADP
dad-14138	572	40	-	-	PUNCT
dad-14138	572	41	a	a	DET
dad-14138	572	42	-	-	PUNCT
dad-14138	572	43	judge	judge	NOUN
dad-14138	572	44	with	with	ADP
dad-14138	572	45	mt	mt	NOUN
dad-14138	572	46	-	-	PUNCT
dad-14138	572	47	bench	bench	NOUN
dad-14138	572	48	and	and	CCONJ
dad-14138	572	49	chatbot	chatbot	NOUN
dad-14138	572	50	arena	arena	NOUN
dad-14138	572	51	.	.	PUNCT
dad-14138	573	1	advances	advance	NOUN
dad-14138	573	2	in	in	ADP
dad-14138	573	3	neural	neural	ADJ
dad-14138	573	4	information	information	NOUN
dad-14138	573	5	processing	processing	NOUN
dad-14138	573	6	systems	system	NOUN
dad-14138	573	7	,	,	PUNCT
dad-14138	573	8	36	36	NUM
dad-14138	573	9	,	,	PUNCT
dad-14138	573	10	2024	2024	NUM
dad-14138	573	11	.	.	PUNCT
dad-14138	574	1	wanjun	wanjun	PROPN
dad-14138	574	2	zhong	zhong	PROPN
dad-14138	574	3	,	,	PUNCT
dad-14138	574	4	lianghong	lianghong	PROPN
dad-14138	574	5	guo	guo	PROPN
dad-14138	574	6	,	,	PUNCT
dad-14138	574	7	qiqi	qiqi	PROPN
dad-14138	574	8	gao	gao	PROPN
dad-14138	574	9	,	,	PUNCT
dad-14138	574	10	he	he	PRON
dad-14138	574	11	ye	ye	VERB
dad-14138	574	12	,	,	PUNCT
dad-14138	574	13	and	and	CCONJ
dad-14138	574	14	yanlin	yanlin	PROPN
dad-14138	574	15	wang	wang	PROPN
dad-14138	574	16	.	.	PUNCT
dad-14138	575	1	memorybank	memorybank	PROPN
dad-14138	575	2	:	:	PUNCT
dad-14138	575	3	enhancing	enhance	VERB
dad-14138	575	4	large	large	ADJ
dad-14138	575	5	language	language	NOUN
dad-14138	575	6	models	model	NOUN
dad-14138	575	7	with	with	ADP
dad-14138	575	8	long	long	ADJ
dad-14138	575	9	-	-	PUNCT
dad-14138	575	10	term	term	NOUN
dad-14138	575	11	memory	memory	NOUN
dad-14138	575	12	.	.	PUNCT
dad-14138	576	1	in	in	ADP
dad-14138	576	2	proceedings	proceeding	NOUN
dad-14138	576	3	of	of	ADP
dad-14138	576	4	the	the	DET
dad-14138	576	5	aaai	aaai	PROPN
dad-14138	576	6	conference	conference	NOUN
dad-14138	576	7	on	on	ADP
dad-14138	576	8	artificial	artificial	ADJ
dad-14138	576	9	intelligence	intelligence	NOUN
dad-14138	576	10	,	,	PUNCT
dad-14138	576	11	volume	volume	NOUN
dad-14138	576	12	38	38	NUM
dad-14138	576	13	,	,	PUNCT
dad-14138	576	14	pages	page	NOUN
dad-14138	576	15	19724–19731	19724–19731	NUM
dad-14138	576	16	,	,	PUNCT
dad-14138	576	17	2024	2024	NUM
dad-14138	576	18	.	.	PUNCT
dad-14138	577	1	appendix	appendix	PROPN
dad-14138	577	2	a.	a.	NOUN
dad-14138	577	3	top	top	PROPN
dad-14138	577	4	-	-	PUNCT
dad-14138	577	5	k	k	PROPN
dad-14138	577	6	retrieval	retrieval	NOUN
dad-14138	577	7	using	use	VERB
dad-14138	577	8	the	the	DET
dad-14138	577	9	same	same	ADJ
dad-14138	577	10	495	495	NUM
dad-14138	577	11	qa	qa	NOUN
dad-14138	577	12	pairs	pair	NOUN
dad-14138	577	13	from	from	ADP
dad-14138	577	14	the	the	DET
dad-14138	577	15	lufy	lufy	NOUN
dad-14138	577	16	-	-	PUNCT
dad-14138	577	17	dataset	dataset	NOUN
dad-14138	577	18	,	,	PUNCT
dad-14138	577	19	we	we	PRON
dad-14138	577	20	retrieved	retrieve	VERB
dad-14138	577	21	the	the	DET
dad-14138	577	22	top	top	ADJ
dad-14138	577	23	10	10	NUM
dad-14138	577	24	memories	memory	NOUN
dad-14138	577	25	for	for	ADP
dad-14138	577	26	each	each	DET
dad-14138	577	27	question	question	NOUN
dad-14138	577	28	and	and	CCONJ
dad-14138	577	29	analyzed	analyze	VERB
dad-14138	577	30	the	the	DET
dad-14138	577	31	position	position	NOUN
dad-14138	577	32	of	of	ADP
dad-14138	577	33	the	the	DET
dad-14138	577	34	correct	correct	ADJ
dad-14138	577	35	memory	memory	NOUN
dad-14138	577	36	among	among	ADP
dad-14138	577	37	them	they	PRON
dad-14138	577	38	.	.	PUNCT
dad-14138	578	1	the	the	DET
dad-14138	578	2	results	result	NOUN
dad-14138	578	3	are	be	AUX
dad-14138	578	4	shown	show	VERB
dad-14138	578	5	in	in	ADP
dad-14138	578	6	table	table	NOUN
dad-14138	578	7	15	15	NUM
dad-14138	578	8	.	.	PUNCT
dad-14138	579	1	notably	notably	ADV
dad-14138	579	2	,	,	PUNCT
dad-14138	579	3	we	we	PRON
dad-14138	579	4	found	find	VERB
dad-14138	579	5	that	that	SCONJ
dad-14138	579	6	85	85	NUM
dad-14138	579	7	%	%	NOUN
dad-14138	579	8	of	of	ADP
dad-14138	579	9	the	the	DET
dad-14138	579	10	correct	correct	ADJ
dad-14138	579	11	memories	memory	NOUN
dad-14138	579	12	appear	appear	VERB
dad-14138	579	13	within	within	ADP
dad-14138	579	14	the	the	DET
dad-14138	579	15	top	top	ADJ
dad-14138	579	16	5	5	NUM
dad-14138	579	17	,	,	PUNCT
dad-14138	579	18	with	with	ADP
dad-14138	579	19	100	100	NUM
dad-14138	579	20	enhancing	enhance	VERB
dad-14138	579	21	long	long	ADJ
dad-14138	579	22	-	-	PUNCT
dad-14138	579	23	term	term	NOUN
dad-14138	579	24	rag	rag	NOUN
dad-14138	579	25	chatbots	chatbot	NOUN
dad-14138	579	26	with	with	ADP
dad-14138	579	27	psychological	psychological	ADJ
dad-14138	579	28	models	model	NOUN
dad-14138	580	1	top	top	ADJ
dad-14138	580	2	-	-	PUNCT
dad-14138	580	3	k	k	NOUN
dad-14138	580	4	memory	memory	NOUN
dad-14138	580	5	ratio	ratio	NOUN
dad-14138	580	6	(	(	PUNCT
dad-14138	580	7	%	%	INTJ
dad-14138	580	8	)	)	PUNCT
dad-14138	580	9	top	top	ADJ
dad-14138	580	10	1	1	NUM
dad-14138	580	11	52.5	52.5	NUM
dad-14138	580	12	top	top	NOUN
dad-14138	580	13	2	2	NUM
dad-14138	580	14	61.8	61.8	NUM
dad-14138	580	15	top	top	NOUN
dad-14138	580	16	3	3	NUM
dad-14138	580	17	71.6	71.6	NUM
dad-14138	580	18	top	top	NOUN
dad-14138	580	19	4	4	NUM
dad-14138	580	20	79.9	79.9	NUM
dad-14138	580	21	top	top	NOUN
dad-14138	580	22	5	5	NUM
dad-14138	580	23	84.8	84.8	NUM
dad-14138	580	24	top	top	NOUN
dad-14138	580	25	6	6	NUM
dad-14138	580	26	85.6	85.6	NUM
dad-14138	580	27	top	top	NOUN
dad-14138	580	28	7	7	NUM
dad-14138	580	29	88.2	88.2	NUM
dad-14138	580	30	top	top	ADJ
dad-14138	580	31	8	8	NUM
dad-14138	580	32	88.2	88.2	NUM
dad-14138	580	33	top	top	NOUN
dad-14138	580	34	9	9	NUM
dad-14138	580	35	90.6	90.6	NUM
dad-14138	580	36	top	top	NOUN
dad-14138	580	37	10	10	NUM
dad-14138	580	38	91.2	91.2	NUM
dad-14138	580	39	(	(	PUNCT
dad-14138	580	40	not	not	PART
dad-14138	580	41	in	in	ADP
dad-14138	580	42	top	top	ADJ
dad-14138	580	43	10	10	NUM
dad-14138	580	44	)	)	PUNCT
dad-14138	580	45	8.8	8.8	NUM
dad-14138	580	46	table	table	NOUN
dad-14138	580	47	15	15	NUM
dad-14138	580	48	:	:	PUNCT
dad-14138	580	49	ratio	ratio	NOUN
dad-14138	580	50	of	of	ADP
dad-14138	580	51	the	the	DET
dad-14138	580	52	correct	correct	ADJ
dad-14138	580	53	memory	memory	NOUN
dad-14138	580	54	being	be	AUX
dad-14138	580	55	in	in	ADP
dad-14138	580	56	various	various	ADJ
dad-14138	580	57	top	top	ADJ
dad-14138	580	58	-	-	PUNCT
dad-14138	580	59	k	k	NOUN
dad-14138	580	60	memories	memory	NOUN
dad-14138	580	61	.	.	PUNCT
dad-14138	581	1	the	the	DET
dad-14138	581	2	correct	correct	ADJ
dad-14138	581	3	memory	memory	NOUN
dad-14138	581	4	is	be	AUX
dad-14138	581	5	included	include	VERB
dad-14138	581	6	in	in	ADP
dad-14138	581	7	the	the	DET
dad-14138	581	8	top-5	top-5	PUNCT
dad-14138	581	9	memories	memory	NOUN
dad-14138	581	10	84.8	84.8	NUM
dad-14138	581	11	%	%	NOUN
dad-14138	581	12	of	of	ADP
dad-14138	581	13	the	the	DET
dad-14138	581	14	time	time	NOUN
dad-14138	581	15	.	.	PUNCT
dad-14138	582	1	only	only	ADV
dad-14138	582	2	marginal	marginal	ADJ
dad-14138	582	3	improvement	improvement	NOUN
dad-14138	582	4	when	when	SCONJ
dad-14138	582	5	increasing	increase	VERB
dad-14138	582	6	k.	k.	PROPN
dad-14138	582	7	this	this	PRON
dad-14138	582	8	suggests	suggest	VERB
dad-14138	582	9	that	that	SCONJ
dad-14138	582	10	selecting	select	VERB
dad-14138	582	11	the	the	DET
dad-14138	582	12	top	top	ADJ
dad-14138	582	13	5	5	NUM
dad-14138	582	14	memories	memory	NOUN
dad-14138	582	15	is	be	AUX
dad-14138	582	16	effective	effective	ADJ
dad-14138	582	17	for	for	ADP
dad-14138	582	18	conversational	conversational	ADJ
dad-14138	582	19	rag	rag	NOUN
dad-14138	582	20	chatbots	chatbot	NOUN
dad-14138	582	21	,	,	PUNCT
dad-14138	582	22	aligning	align	VERB
dad-14138	582	23	with	with	ADP
dad-14138	582	24	previous	previous	ADJ
dad-14138	582	25	studies	study	NOUN
dad-14138	582	26	on	on	ADP
dad-14138	582	27	rag	rag	NOUN
dad-14138	582	28	systems	system	NOUN
dad-14138	582	29	in	in	ADP
dad-14138	582	30	nonconversational	nonconversational	ADJ
dad-14138	582	31	settings	setting	NOUN
dad-14138	582	32	(	(	PUNCT
dad-14138	582	33	li	li	PROPN
dad-14138	582	34	et	et	PROPN
dad-14138	582	35	al	al	PROPN
dad-14138	582	36	.	.	PROPN
dad-14138	582	37	,	,	PUNCT
dad-14138	582	38	2024	2024	NUM
dad-14138	582	39	)	)	PUNCT
dad-14138	582	40	.	.	PUNCT
dad-14138	583	1	aligning	align	VERB
dad-14138	583	2	our	our	PRON
dad-14138	583	3	method	method	NOUN
dad-14138	583	4	with	with	ADP
dad-14138	583	5	the	the	DET
dad-14138	583	6	concept	concept	NOUN
dad-14138	583	7	of	of	ADP
dad-14138	583	8	rif	rif	PROPN
dad-14138	583	9	(	(	PUNCT
dad-14138	583	10	hirst	hirst	PROPN
dad-14138	583	11	and	and	CCONJ
dad-14138	583	12	echterhoff	echterhoff	ADJ
dad-14138	583	13	,	,	PUNCT
dad-14138	583	14	2012	2012	NUM
dad-14138	583	15	)	)	PUNCT
dad-14138	583	16	,	,	PUNCT
dad-14138	583	17	we	we	PRON
dad-14138	583	18	retrieved	retrieve	VERB
dad-14138	583	19	the	the	DET
dad-14138	583	20	top	top	ADJ
dad-14138	583	21	2	2	NUM
dad-14138	583	22	memories	memory	NOUN
dad-14138	583	23	despite	despite	SCONJ
dad-14138	583	24	the	the	DET
dad-14138	583	25	higher	high	ADJ
dad-14138	583	26	effectiveness	effectiveness	NOUN
dad-14138	583	27	observed	observe	VERB
dad-14138	583	28	with	with	ADP
dad-14138	583	29	the	the	DET
dad-14138	583	30	top	top	ADJ
dad-14138	583	31	5	5	NUM
dad-14138	583	32	.	.	PUNCT
dad-14138	584	1	appendix	appendix	PROPN
dad-14138	584	2	b.	b.	PROPN
dad-14138	584	3	empirical	empirical	ADJ
dad-14138	584	4	estimation	estimation	NOUN
dad-14138	584	5	of	of	ADP
dad-14138	584	6	contemporary	contemporary	ADJ
dad-14138	584	7	event	event	NOUN
dad-14138	584	8	references	reference	NOUN
dad-14138	584	9	in	in	ADP
dad-14138	584	10	the	the	DET
dad-14138	584	11	lufy	lufy	PROPN
dad-14138	584	12	corpus	corpus	NOUN
dad-14138	584	13	to	to	PART
dad-14138	584	14	evaluate	evaluate	VERB
dad-14138	584	15	the	the	DET
dad-14138	584	16	reliability	reliability	NOUN
dad-14138	584	17	of	of	ADP
dad-14138	584	18	parameter	parameter	NOUN
dad-14138	584	19	values	value	NOUN
dad-14138	584	20	grounded	ground	VERB
dad-14138	584	21	in	in	ADP
dad-14138	584	22	literature	literature	NOUN
dad-14138	584	23	estimates	estimate	NOUN
dad-14138	584	24	—	—	PUNCT
dad-14138	584	25	particularly	particularly	ADV
dad-14138	584	26	the	the	DET
dad-14138	584	27	claim	claim	NOUN
dad-14138	584	28	that	that	SCONJ
dad-14138	584	29	approximately	approximately	ADV
dad-14138	584	30	70	70	NUM
dad-14138	584	31	%	%	NOUN
dad-14138	584	32	of	of	ADP
dad-14138	584	33	conversation	conversation	NOUN
dad-14138	584	34	time	time	NOUN
dad-14138	584	35	concerns	concern	NOUN
dad-14138	584	36	contemporary	contemporary	ADJ
dad-14138	584	37	events	event	NOUN
dad-14138	584	38	—	—	PUNCT
dad-14138	584	39	we	we	PRON
dad-14138	584	40	conducted	conduct	VERB
dad-14138	584	41	an	an	DET
dad-14138	584	42	empirical	empirical	ADJ
dad-14138	584	43	analysis	analysis	NOUN
dad-14138	584	44	on	on	ADP
dad-14138	584	45	a	a	DET
dad-14138	584	46	random	random	ADJ
dad-14138	584	47	sample	sample	NOUN
dad-14138	584	48	of	of	ADP
dad-14138	584	49	the	the	DET
dad-14138	584	50	lufy	lufy	ADJ
dad-14138	584	51	dialogue	dialogue	NOUN
dad-14138	584	52	corpus	corpus	NOUN
dad-14138	584	53	.	.	PUNCT
dad-14138	585	1	specifically	specifically	ADV
dad-14138	585	2	,	,	PUNCT
dad-14138	585	3	we	we	PRON
dad-14138	585	4	analyzed	analyze	VERB
dad-14138	585	5	2,092	2,092	NUM
dad-14138	585	6	randomly	randomly	ADV
dad-14138	585	7	selected	select	VERB
dad-14138	585	8	utterances	utterance	NOUN
dad-14138	585	9	.	.	PUNCT
dad-14138	586	1	of	of	ADP
dad-14138	586	2	these	these	PRON
dad-14138	586	3	,	,	PUNCT
dad-14138	586	4	479	479	NUM
dad-14138	586	5	(	(	PUNCT
dad-14138	586	6	22.90	22.90	NUM
dad-14138	586	7	%	%	NOUN
dad-14138	586	8	)	)	PUNCT
dad-14138	586	9	concerned	concerned	ADJ
dad-14138	586	10	contemporary	contemporary	ADJ
dad-14138	586	11	events	event	NOUN
dad-14138	586	12	,	,	PUNCT
dad-14138	586	13	while	while	SCONJ
dad-14138	586	14	1,613	1,613	NUM
dad-14138	586	15	(	(	PUNCT
dad-14138	586	16	77.10	77.10	NUM
dad-14138	586	17	%	%	NOUN
dad-14138	586	18	)	)	PUNCT
dad-14138	586	19	did	do	AUX
dad-14138	586	20	not	not	PART
dad-14138	586	21	,	,	PUNCT
dad-14138	586	22	suggesting	suggest	VERB
dad-14138	586	23	a	a	DET
dad-14138	586	24	considerably	considerably	ADV
dad-14138	586	25	lower	low	ADJ
dad-14138	586	26	proportion	proportion	NOUN
dad-14138	586	27	of	of	ADP
dad-14138	586	28	contemporary	contemporary	ADJ
dad-14138	586	29	-	-	PUNCT
dad-14138	586	30	event	event	NOUN
dad-14138	586	31	-	-	PUNCT
dad-14138	586	32	focused	focus	VERB
dad-14138	586	33	dialogue	dialogue	NOUN
dad-14138	586	34	than	than	ADP
dad-14138	586	35	the	the	DET
dad-14138	586	36	literature	literature	NOUN
dad-14138	586	37	estimate	estimate	NOUN
dad-14138	586	38	.	.	PUNCT
dad-14138	587	1	b.1	b.1	NOUN
dad-14138	587	2	method	method	NOUN
dad-14138	587	3	we	we	PRON
dad-14138	587	4	used	use	VERB
dad-14138	587	5	an	an	DET
dad-14138	587	6	llm	llm	NOUN
dad-14138	587	7	to	to	PART
dad-14138	587	8	classify	classify	VERB
dad-14138	587	9	utterances	utterance	NOUN
dad-14138	587	10	according	accord	VERB
dad-14138	587	11	to	to	ADP
dad-14138	587	12	whether	whether	SCONJ
dad-14138	587	13	they	they	PRON
dad-14138	587	14	referenced	reference	VERB
dad-14138	587	15	contemporary	contemporary	ADJ
dad-14138	587	16	or	or	CCONJ
dad-14138	587	17	recent	recent	ADJ
dad-14138	587	18	events	event	NOUN
dad-14138	587	19	.	.	PUNCT
dad-14138	588	1	specifically	specifically	ADV
dad-14138	588	2	,	,	PUNCT
dad-14138	588	3	the	the	DET
dad-14138	588	4	model	model	NOUN
dad-14138	588	5	was	be	AUX
dad-14138	588	6	prompted	prompt	VERB
dad-14138	588	7	with	with	ADP
dad-14138	588	8	user	user	NOUN
dad-14138	588	9	-	-	PUNCT
dad-14138	588	10	bot	bot	NOUN
dad-14138	588	11	dialogue	dialogue	NOUN
dad-14138	588	12	pairs	pair	NOUN
dad-14138	588	13	and	and	CCONJ
dad-14138	588	14	asked	ask	VERB
dad-14138	588	15	to	to	PART
dad-14138	588	16	identify	identify	VERB
dad-14138	588	17	whether	whether	SCONJ
dad-14138	588	18	the	the	DET
dad-14138	588	19	user	user	NOUN
dad-14138	588	20	’s	’s	PART
dad-14138	588	21	utterance	utterance	NOUN
dad-14138	588	22	referred	refer	VERB
dad-14138	588	23	to	to	ADP
dad-14138	588	24	an	an	DET
dad-14138	588	25	event	event	NOUN
dad-14138	588	26	that	that	PRON
dad-14138	588	27	is	be	AUX
dad-14138	588	28	currently	currently	ADV
dad-14138	588	29	happening	happen	VERB
dad-14138	588	30	,	,	PUNCT
dad-14138	588	31	just	just	ADV
dad-14138	588	32	occurred	occur	VERB
dad-14138	588	33	,	,	PUNCT
dad-14138	588	34	or	or	CCONJ
dad-14138	588	35	is	be	AUX
dad-14138	588	36	scheduled	schedule	VERB
dad-14138	588	37	to	to	PART
dad-14138	588	38	occur	occur	VERB
dad-14138	588	39	soon	soon	ADV
dad-14138	588	40	.	.	PUNCT
dad-14138	589	1	contemporary	contemporary	ADJ
dad-14138	589	2	utterances	utterance	NOUN
dad-14138	589	3	included	include	VERB
dad-14138	589	4	examples	example	NOUN
dad-14138	589	5	such	such	ADJ
dad-14138	589	6	as	as	ADP
dad-14138	589	7	“	"	PUNCT
dad-14138	589	8	i	i	PRON
dad-14138	589	9	’m	’m	AUX
dad-14138	589	10	going	go	VERB
dad-14138	589	11	to	to	ADP
dad-14138	589	12	the	the	DET
dad-14138	589	13	beach	beach	NOUN
dad-14138	589	14	tomorrow	tomorrow	NOUN
dad-14138	589	15	”	"	PUNCT
dad-14138	589	16	or	or	CCONJ
dad-14138	589	17	“	"	PUNCT
dad-14138	589	18	we	we	PRON
dad-14138	589	19	’re	’re	AUX
dad-14138	589	20	watching	watch	VERB
dad-14138	589	21	the	the	DET
dad-14138	589	22	game	game	NOUN
dad-14138	589	23	tonight	tonight	NOUN
dad-14138	589	24	.	.	PUNCT
dad-14138	589	25	”	"	PUNCT
dad-14138	590	1	non	non	ADJ
dad-14138	590	2	-	-	ADJ
dad-14138	590	3	contemporary	contemporary	ADJ
dad-14138	590	4	utterances	utterance	NOUN
dad-14138	590	5	involved	involve	VERB
dad-14138	590	6	background	background	NOUN
dad-14138	590	7	information	information	NOUN
dad-14138	590	8	,	,	PUNCT
dad-14138	590	9	personality	personality	NOUN
dad-14138	590	10	traits	trait	NOUN
dad-14138	590	11	,	,	PUNCT
dad-14138	590	12	opinions	opinion	NOUN
dad-14138	590	13	,	,	PUNCT
dad-14138	590	14	or	or	CCONJ
dad-14138	590	15	general	general	ADJ
dad-14138	590	16	facts	fact	NOUN
dad-14138	590	17	,	,	PUNCT
dad-14138	590	18	such	such	ADJ
dad-14138	590	19	as	as	ADP
dad-14138	590	20	“	"	PUNCT
dad-14138	590	21	i	i	PRON
dad-14138	590	22	love	love	VERB
dad-14138	590	23	jazz	jazz	NOUN
dad-14138	590	24	”	"	PUNCT
dad-14138	590	25	or	or	CCONJ
dad-14138	590	26	“	"	PUNCT
dad-14138	590	27	my	my	PRON
dad-14138	590	28	sister	sister	NOUN
dad-14138	590	29	is	be	AUX
dad-14138	590	30	a	a	DET
dad-14138	590	31	doctor	doctor	NOUN
dad-14138	590	32	.	.	PUNCT
dad-14138	590	33	”	"	PUNCT
dad-14138	591	1	each	each	DET
dad-14138	591	2	utterance	utterance	NOUN
dad-14138	591	3	was	be	AUX
dad-14138	591	4	independently	independently	ADV
dad-14138	591	5	evaluated	evaluate	VERB
dad-14138	591	6	using	use	VERB
dad-14138	591	7	the	the	DET
dad-14138	591	8	prompt	prompt	NOUN
dad-14138	591	9	in	in	ADP
dad-14138	591	10	figure	figure	NOUN
dad-14138	591	11	9	9	NUM
dad-14138	591	12	.	.	PUNCT
dad-14138	592	1	101	101	NUM
dad-14138	592	2	ryuichi	ryuichi	PROPN
dad-14138	592	3	sumida	sumida	PROPN
dad-14138	592	4	,	,	PUNCT
dad-14138	592	5	inoue	inoue	PROPN
dad-14138	592	6	and	and	CCONJ
dad-14138	592	7	kawahara	kawahara	NOUN
dad-14138	592	8	you	you	PRON
dad-14138	592	9	will	will	AUX
dad-14138	592	10	be	be	AUX
dad-14138	592	11	given	give	VERB
dad-14138	592	12	a	a	DET
dad-14138	592	13	pair	pair	NOUN
dad-14138	592	14	of	of	ADP
dad-14138	592	15	utterances	utterance	NOUN
dad-14138	592	16	from	from	ADP
dad-14138	592	17	a	a	DET
dad-14138	592	18	conversation	conversation	NOUN
dad-14138	592	19	:	:	PUNCT
dad-14138	592	20	one	one	NUM
dad-14138	592	21	from	from	ADP
dad-14138	592	22	a	a	DET
dad-14138	592	23	user	user	NOUN
dad-14138	592	24	and	and	CCONJ
dad-14138	592	25	one	one	NUM
dad-14138	592	26	from	from	ADP
dad-14138	592	27	a	a	DET
dad-14138	592	28	chatbot	chatbot	NOUN
dad-14138	592	29	.	.	PUNCT
dad-14138	593	1	determine	determine	VERB
dad-14138	593	2	whether	whether	SCONJ
dad-14138	593	3	the	the	DET
dad-14138	593	4	user	user	NOUN
dad-14138	593	5	’s	’s	PART
dad-14138	593	6	utterance	utterance	NOUN
dad-14138	593	7	refers	refer	VERB
dad-14138	593	8	to	to	ADP
dad-14138	593	9	a	a	DET
dad-14138	593	10	contemporary	contemporary	ADJ
dad-14138	593	11	or	or	CCONJ
dad-14138	593	12	recent	recent	ADJ
dad-14138	593	13	event|that	event|that	NOUN
dad-14138	593	14	is	be	AUX
dad-14138	593	15	,	,	PUNCT
dad-14138	593	16	something	something	PRON
dad-14138	593	17	happening	happen	VERB
dad-14138	593	18	now	now	ADV
dad-14138	593	19	,	,	PUNCT
dad-14138	593	20	that	that	PRON
dad-14138	593	21	just	just	ADV
dad-14138	593	22	happened	happen	VERB
dad-14138	593	23	,	,	PUNCT
dad-14138	593	24	or	or	CCONJ
dad-14138	593	25	that	that	PRON
dad-14138	593	26	is	be	AUX
dad-14138	593	27	planned	plan	VERB
dad-14138	593	28	to	to	PART
dad-14138	593	29	happen	happen	VERB
dad-14138	593	30	soon	soon	ADV
dad-14138	593	31	(	(	PUNCT
dad-14138	593	32	e.g.	e.g.	ADV
dad-14138	593	33	,	,	PUNCT
dad-14138	593	34	"	"	PUNCT
dad-14138	593	35	i	i	PRON
dad-14138	593	36	’m	’m	AUX
dad-14138	593	37	going	go	VERB
dad-14138	593	38	to	to	ADP
dad-14138	593	39	the	the	DET
dad-14138	593	40	beach	beach	NOUN
dad-14138	593	41	tomorrow	tomorrow	NOUN
dad-14138	593	42	"	"	PUNCT
dad-14138	593	43	,	,	PUNCT
dad-14138	593	44	"	"	PUNCT
dad-14138	593	45	i	i	PRON
dad-14138	593	46	just	just	ADV
dad-14138	593	47	got	get	VERB
dad-14138	593	48	a	a	DET
dad-14138	593	49	new	new	ADJ
dad-14138	593	50	job	job	NOUN
dad-14138	593	51	"	"	PUNCT
dad-14138	593	52	,	,	PUNCT
dad-14138	593	53	"	"	PUNCT
dad-14138	593	54	we	we	PRON
dad-14138	593	55	’re	’re	AUX
dad-14138	593	56	watching	watch	VERB
dad-14138	593	57	the	the	DET
dad-14138	593	58	game	game	NOUN
dad-14138	593	59	tonight	tonight	NOUN
dad-14138	593	60	"	"	PUNCT
dad-14138	593	61	)	)	PUNCT
dad-14138	593	62	.	.	PUNCT
dad-14138	594	1	if	if	SCONJ
dad-14138	594	2	the	the	DET
dad-14138	594	3	utterance	utterance	NOUN
dad-14138	594	4	is	be	AUX
dad-14138	594	5	about	about	ADP
dad-14138	594	6	general	general	ADJ
dad-14138	594	7	facts	fact	NOUN
dad-14138	594	8	,	,	PUNCT
dad-14138	594	9	opinions	opinion	NOUN
dad-14138	594	10	,	,	PUNCT
dad-14138	594	11	personality	personality	NOUN
dad-14138	594	12	traits	trait	NOUN
dad-14138	594	13	,	,	PUNCT
dad-14138	594	14	or	or	CCONJ
dad-14138	594	15	background	background	NOUN
dad-14138	594	16	information	information	NOUN
dad-14138	594	17	(	(	PUNCT
dad-14138	594	18	e.g.	e.g.	ADV
dad-14138	594	19	,	,	PUNCT
dad-14138	594	20	"	"	PUNCT
dad-14138	594	21	i	i	PRON
dad-14138	594	22	love	love	VERB
dad-14138	594	23	jazz	jazz	NOUN
dad-14138	594	24	"	"	PUNCT
dad-14138	594	25	,	,	PUNCT
dad-14138	594	26	"	"	PUNCT
dad-14138	594	27	my	my	PRON
dad-14138	594	28	sister	sister	NOUN
dad-14138	594	29	is	be	AUX
dad-14138	594	30	a	a	DET
dad-14138	594	31	doctor	doctor	NOUN
dad-14138	594	32	"	"	PUNCT
dad-14138	594	33	,	,	PUNCT
dad-14138	594	34	"	"	PUNCT
dad-14138	594	35	i	i	PRON
dad-14138	594	36	’m	’m	VERB
dad-14138	594	37	a	a	DET
dad-14138	594	38	morning	morning	NOUN
dad-14138	594	39	person	person	NOUN
dad-14138	594	40	"	"	PUNCT
dad-14138	594	41	)	)	PUNCT
dad-14138	594	42	,	,	PUNCT
dad-14138	594	43	it	it	PRON
dad-14138	594	44	is	be	AUX
dad-14138	594	45	not	not	PART
dad-14138	594	46	considered	consider	VERB
dad-14138	594	47	contemporary	contemporary	ADJ
dad-14138	594	48	.	.	PUNCT
dad-14138	595	1	here	here	ADV
dad-14138	595	2	is	be	AUX
dad-14138	595	3	the	the	DET
dad-14138	595	4	bot	bot	NOUN
dad-14138	595	5	and	and	CCONJ
dad-14138	595	6	user	user	NOUN
dad-14138	595	7	’s	’s	PART
dad-14138	595	8	utterance	utterance	NOUN
dad-14138	595	9	:	:	PUNCT
dad-14138	595	10	bot	bot	NOUN
dad-14138	595	11	:	:	PUNCT
dad-14138	595	12	\{bot\_utterance\	\{bot\_utterance\	PROPN
dad-14138	595	13	}	}	PUNCT
dad-14138	595	14	user	user	NOUN
dad-14138	595	15	:	:	PUNCT
dad-14138	595	16	\{user\_utterance\	\{user\_utterance\	ADJ
dad-14138	595	17	}	}	PUNCT
dad-14138	595	18	output	output	VERB
dad-14138	595	19	1	1	NUM
dad-14138	595	20	if	if	SCONJ
dad-14138	595	21	the	the	DET
dad-14138	595	22	user	user	NOUN
dad-14138	595	23	’s	’s	PART
dad-14138	595	24	utterance	utterance	NOUN
dad-14138	595	25	is	be	AUX
dad-14138	595	26	about	about	ADP
dad-14138	595	27	contemporary	contemporary	ADJ
dad-14138	595	28	things	thing	NOUN
dad-14138	595	29	,	,	PUNCT
dad-14138	595	30	0	0	PUNCT
dad-14138	595	31	if	if	SCONJ
dad-14138	595	32	not	not	PART
dad-14138	595	33	.	.	PUNCT
dad-14138	596	1	do	do	AUX
dad-14138	596	2	not	not	PART
dad-14138	596	3	output	output	VERB
dad-14138	596	4	anything	anything	PRON
dad-14138	596	5	else|just	else|just	ADV
dad-14138	596	6	the	the	DET
dad-14138	596	7	number	number	NOUN
dad-14138	596	8	.	.	PUNCT
dad-14138	597	1	figure	figure	NOUN
dad-14138	597	2	9	9	NUM
dad-14138	597	3	:	:	PUNCT
dad-14138	597	4	prompt	prompt	ADJ
dad-14138	597	5	template	template	NOUN
dad-14138	597	6	for	for	ADP
dad-14138	597	7	identifying	identify	VERB
dad-14138	597	8	whether	whether	SCONJ
dad-14138	597	9	a	a	DET
dad-14138	597	10	user	user	NOUN
dad-14138	597	11	utterance	utterance	NOUN
dad-14138	597	12	pertains	pertain	NOUN
dad-14138	597	13	to	to	ADP
dad-14138	597	14	a	a	DET
dad-14138	597	15	contemporary	contemporary	ADJ
dad-14138	597	16	or	or	CCONJ
dad-14138	597	17	recent	recent	ADJ
dad-14138	597	18	event	event	NOUN
dad-14138	597	19	.	.	PUNCT
dad-14138	598	1	b.2	b.2	PUNCT
dad-14138	598	2	results	result	VERB
dad-14138	598	3	the	the	DET
dad-14138	598	4	analysis	analysis	NOUN
dad-14138	598	5	yielded	yield	VERB
dad-14138	598	6	the	the	DET
dad-14138	598	7	following	follow	VERB
dad-14138	598	8	statistics	statistic	NOUN
dad-14138	598	9	over	over	ADP
dad-14138	598	10	a	a	DET
dad-14138	598	11	total	total	NOUN
dad-14138	598	12	of	of	ADP
dad-14138	598	13	2,092	2,092	NUM
dad-14138	598	14	user	user	NOUN
dad-14138	598	15	utterances	utterance	NOUN
dad-14138	598	16	from	from	ADP
dad-14138	598	17	the	the	DET
dad-14138	598	18	lufy	lufy	NOUN
dad-14138	598	19	corpus	corpus	NOUN
dad-14138	598	20	:	:	PUNCT
dad-14138	598	21	•	•	NUM
dad-14138	598	22	total	total	ADJ
dad-14138	598	23	number	number	NOUN
dad-14138	598	24	of	of	ADP
dad-14138	598	25	utterances	utterance	NOUN
dad-14138	598	26	processed	process	VERB
dad-14138	598	27	:	:	PUNCT
dad-14138	598	28	2,092	2,092	NUM
dad-14138	598	29	•	•	NOUN
dad-14138	598	30	number	number	NOUN
dad-14138	598	31	of	of	ADP
dad-14138	598	32	utterances	utterance	NOUN
dad-14138	598	33	about	about	ADP
dad-14138	598	34	contemporary	contemporary	ADJ
dad-14138	598	35	events	event	NOUN
dad-14138	598	36	:	:	PUNCT
dad-14138	598	37	479	479	NUM
dad-14138	598	38	•	•	NOUN
dad-14138	598	39	number	number	NOUN
dad-14138	598	40	of	of	ADP
dad-14138	598	41	utterances	utterance	NOUN
dad-14138	598	42	not	not	PART
dad-14138	598	43	about	about	ADP
dad-14138	598	44	contemporary	contemporary	ADJ
dad-14138	598	45	events	event	NOUN
dad-14138	598	46	:	:	PUNCT
dad-14138	598	47	1,613	1,613	NUM
dad-14138	598	48	•	•	NOUN
dad-14138	598	49	percentage	percentage	NOUN
dad-14138	598	50	of	of	ADP
dad-14138	598	51	utterances	utterance	NOUN
dad-14138	598	52	about	about	ADP
dad-14138	598	53	contemporary	contemporary	ADJ
dad-14138	598	54	events	event	NOUN
dad-14138	598	55	:	:	PUNCT
dad-14138	598	56	22.90	22.90	NUM
dad-14138	598	57	%	%	NOUN
dad-14138	598	58	•	•	NOUN
dad-14138	598	59	percentage	percentage	NOUN
dad-14138	598	60	of	of	ADP
dad-14138	598	61	utterances	utterance	NOUN
dad-14138	598	62	not	not	PART
dad-14138	598	63	about	about	ADP
dad-14138	598	64	contemporary	contemporary	ADJ
dad-14138	598	65	events	event	NOUN
dad-14138	598	66	:	:	PUNCT
dad-14138	598	67	77.10	77.10	NUM
dad-14138	598	68	%	%	NOUN
dad-14138	598	69	b.3	b.3	NOUN
dad-14138	598	70	discussion	discussion	NOUN
dad-14138	598	71	this	this	DET
dad-14138	598	72	empirical	empirical	ADJ
dad-14138	598	73	figure	figure	NOUN
dad-14138	598	74	(	(	PUNCT
dad-14138	598	75	22.9	22.9	NUM
dad-14138	598	76	%	%	NOUN
dad-14138	598	77	)	)	PUNCT
dad-14138	598	78	diverges	diverge	VERB
dad-14138	598	79	considerably	considerably	ADV
dad-14138	598	80	from	from	ADP
dad-14138	598	81	earlier	early	ADJ
dad-14138	598	82	claims	claim	NOUN
dad-14138	598	83	in	in	ADP
dad-14138	598	84	the	the	DET
dad-14138	598	85	literature	literature	NOUN
dad-14138	598	86	suggesting	suggest	VERB
dad-14138	598	87	that	that	SCONJ
dad-14138	598	88	up	up	ADP
dad-14138	598	89	to	to	PART
dad-14138	598	90	70	70	NUM
dad-14138	598	91	%	%	NOUN
dad-14138	598	92	of	of	ADP
dad-14138	598	93	conversational	conversational	ADJ
dad-14138	598	94	content	content	NOUN
dad-14138	598	95	pertains	pertain	VERB
dad-14138	598	96	to	to	ADP
dad-14138	598	97	contemporary	contemporary	ADJ
dad-14138	598	98	events	event	NOUN
dad-14138	598	99	.	.	PUNCT
dad-14138	599	1	while	while	SCONJ
dad-14138	599	2	lower	low	ADJ
dad-14138	599	3	than	than	ADP
dad-14138	599	4	the	the	DET
dad-14138	599	5	literature	literature	NOUN
dad-14138	599	6	estimate	estimate	NOUN
dad-14138	599	7	,	,	PUNCT
dad-14138	599	8	this	this	DET
dad-14138	599	9	proportion	proportion	NOUN
dad-14138	599	10	still	still	ADV
dad-14138	599	11	represents	represent	VERB
dad-14138	599	12	a	a	DET
dad-14138	599	13	substantial	substantial	ADJ
dad-14138	599	14	share	share	NOUN
dad-14138	599	15	of	of	ADP
dad-14138	599	16	user	user	NOUN
dad-14138	599	17	utterances	utterance	NOUN
dad-14138	599	18	,	,	PUNCT
dad-14138	599	19	underscoring	underscore	VERB
dad-14138	599	20	the	the	DET
dad-14138	599	21	relevance	relevance	NOUN
dad-14138	599	22	of	of	ADP
dad-14138	599	23	recency	recency	NOUN
dad-14138	599	24	in	in	ADP
dad-14138	599	25	conversational	conversational	ADJ
dad-14138	599	26	settings	setting	NOUN
dad-14138	599	27	.	.	PUNCT
dad-14138	600	1	the	the	DET
dad-14138	600	2	discrepancy	discrepancy	NOUN
dad-14138	600	3	highlights	highlight	VERB
dad-14138	600	4	the	the	DET
dad-14138	600	5	potential	potential	NOUN
dad-14138	600	6	for	for	ADP
dad-14138	600	7	102	102	NUM
dad-14138	600	8	enhancing	enhance	VERB
dad-14138	600	9	long	long	ADJ
dad-14138	600	10	-	-	PUNCT
dad-14138	600	11	term	term	NOUN
dad-14138	600	12	rag	rag	NOUN
dad-14138	600	13	chatbots	chatbot	NOUN
dad-14138	600	14	with	with	ADP
dad-14138	600	15	psychological	psychological	ADJ
dad-14138	600	16	models	model	NOUN
dad-14138	600	17	such	such	ADJ
dad-14138	600	18	estimates	estimate	NOUN
dad-14138	600	19	to	to	PART
dad-14138	600	20	be	be	AUX
dad-14138	600	21	context	context	NOUN
dad-14138	600	22	-	-	PUNCT
dad-14138	600	23	dependent	dependent	ADJ
dad-14138	600	24	or	or	CCONJ
dad-14138	600	25	to	to	PART
dad-14138	600	26	overgeneralize	overgeneralize	VERB
dad-14138	600	27	across	across	ADP
dad-14138	600	28	different	different	ADJ
dad-14138	600	29	dialogue	dialogue	NOUN
dad-14138	600	30	scenarios	scenario	NOUN
dad-14138	600	31	.	.	PUNCT
dad-14138	601	1	future	future	ADJ
dad-14138	601	2	work	work	NOUN
dad-14138	601	3	could	could	AUX
dad-14138	601	4	strengthen	strengthen	VERB
dad-14138	601	5	these	these	DET
dad-14138	601	6	findings	finding	NOUN
dad-14138	601	7	by	by	ADP
dad-14138	601	8	examining	examine	VERB
dad-14138	601	9	the	the	DET
dad-14138	601	10	prevalence	prevalence	NOUN
dad-14138	601	11	of	of	ADP
dad-14138	601	12	contemporary	contemporary	ADJ
dad-14138	601	13	references	reference	NOUN
dad-14138	601	14	across	across	ADP
dad-14138	601	15	multiple	multiple	ADJ
dad-14138	601	16	corpora	corpora	NOUN
dad-14138	601	17	or	or	CCONJ
dad-14138	601	18	dialogue	dialogue	NOUN
dad-14138	601	19	domains	domain	NOUN
dad-14138	601	20	,	,	PUNCT
dad-14138	601	21	thereby	thereby	ADV
dad-14138	601	22	assessing	assess	VERB
dad-14138	601	23	their	their	PRON
dad-14138	601	24	consistency	consistency	NOUN
dad-14138	601	25	and	and	CCONJ
dad-14138	601	26	generalizability	generalizability	NOUN
dad-14138	601	27	.	.	PUNCT
dad-14138	602	1	appendix	appendix	PROPN
dad-14138	602	2	c.	c.	PROPN
dad-14138	602	3	prompt	prompt	NOUN
dad-14138	602	4	given	give	VERB
dad-14138	602	5	to	to	ADP
dad-14138	602	6	llm	llm	PROPN
dad-14138	602	7	c.1	c.1	NOUN
dad-14138	602	8	prompt	prompt	NOUN
dad-14138	602	9	for	for	ADP
dad-14138	602	10	judging	judge	VERB
dad-14138	602	11	whether	whether	SCONJ
dad-14138	602	12	the	the	DET
dad-14138	602	13	response	response	NOUN
dad-14138	602	14	is	be	AUX
dad-14138	602	15	correct	correct	ADJ
dad-14138	602	16	or	or	CCONJ
dad-14138	602	17	not	not	PART
dad-14138	602	18	we	we	PRON
dad-14138	602	19	used	use	VERB
dad-14138	602	20	the	the	DET
dad-14138	602	21	following	follow	VERB
dad-14138	602	22	prompt	prompt	NOUN
dad-14138	602	23	to	to	PART
dad-14138	602	24	judge	judge	VERB
dad-14138	602	25	whether	whether	SCONJ
dad-14138	602	26	the	the	DET
dad-14138	602	27	provided	provide	VERB
dad-14138	602	28	answer	answer	NOUN
dad-14138	602	29	by	by	ADP
dad-14138	602	30	a	a	DET
dad-14138	602	31	system	system	NOUN
dad-14138	602	32	is	be	AUX
dad-14138	602	33	correct	correct	ADJ
dad-14138	602	34	or	or	CCONJ
dad-14138	602	35	not	not	PART
dad-14138	602	36	.	.	PUNCT
dad-14138	603	1	judge	judge	VERB
dad-14138	603	2	whether	whether	SCONJ
dad-14138	603	3	the	the	DET
dad-14138	603	4	answer	answer	NOUN
dad-14138	603	5	to	to	ADP
dad-14138	603	6	the	the	DET
dad-14138	603	7	following	following	ADJ
dad-14138	603	8	question	question	NOUN
dad-14138	603	9	is	be	AUX
dad-14138	603	10	correct	correct	ADJ
dad-14138	603	11	based	base	VERB
dad-14138	603	12	on	on	ADP
dad-14138	603	13	the	the	DET
dad-14138	603	14	provided	provide	VERB
dad-14138	603	15	label	label	NOUN
dad-14138	603	16	answer	answer	NOUN
dad-14138	603	17	.	.	PUNCT
dad-14138	604	1	here	here	ADV
dad-14138	604	2	is	be	AUX
dad-14138	604	3	the	the	DET
dad-14138	604	4	question	question	NOUN
dad-14138	604	5	:	:	PUNCT
dad-14138	604	6	{	{	PUNCT
dad-14138	604	7	question	question	NOUN
dad-14138	604	8	}	}	PUNCT
dad-14138	604	9	here	here	ADV
dad-14138	604	10	is	be	AUX
dad-14138	604	11	the	the	DET
dad-14138	604	12	label	label	NOUN
dad-14138	604	13	answer	answer	NOUN
dad-14138	604	14	{	{	PUNCT
dad-14138	604	15	label_answer	label_answer	NOUN
dad-14138	604	16	}	}	PUNCT
dad-14138	604	17	here	here	ADV
dad-14138	604	18	is	be	AUX
dad-14138	604	19	the	the	DET
dad-14138	604	20	answer	answer	NOUN
dad-14138	604	21	that	that	SCONJ
dad-14138	604	22	you	you	PRON
dad-14138	604	23	will	will	AUX
dad-14138	604	24	be	be	AUX
dad-14138	604	25	judging	judge	VERB
dad-14138	604	26	:	:	PUNCT
dad-14138	604	27	{	{	PUNCT
dad-14138	604	28	answer_to_judge	answer_to_judge	VERB
dad-14138	604	29	}	}	PUNCT
dad-14138	604	30	if	if	SCONJ
dad-14138	604	31	the	the	DET
dad-14138	604	32	answer	answer	NOUN
dad-14138	604	33	to	to	PART
dad-14138	604	34	judge	judge	VERB
dad-14138	604	35	is	be	AUX
dad-14138	604	36	correct	correct	ADJ
dad-14138	604	37	,	,	PUNCT
dad-14138	604	38	output	output	NOUN
dad-14138	604	39	1	1	NUM
dad-14138	604	40	,	,	PUNCT
dad-14138	604	41	if	if	SCONJ
dad-14138	604	42	it	it	PRON
dad-14138	604	43	’s	’	VERB
dad-14138	604	44	incorrect	incorrect	ADJ
dad-14138	604	45	,	,	PUNCT
dad-14138	604	46	output	output	NOUN
dad-14138	604	47	0	0	NUM
dad-14138	604	48	.	.	PUNCT
dad-14138	605	1	if	if	SCONJ
dad-14138	605	2	the	the	DET
dad-14138	605	3	answer	answer	NOUN
dad-14138	605	4	to	to	PART
dad-14138	605	5	judge	judge	VERB
dad-14138	605	6	is	be	AUX
dad-14138	605	7	something	something	PRON
dad-14138	605	8	like	like	ADP
dad-14138	605	9	"	"	PUNCT
dad-14138	605	10	i	i	PRON
dad-14138	605	11	do	do	AUX
dad-14138	605	12	n’t	not	PART
dad-14138	605	13	know	know	VERB
dad-14138	605	14	"	"	PUNCT
dad-14138	605	15	or	or	CCONJ
dad-14138	605	16	"	"	PUNCT
dad-14138	605	17	no	no	DET
dad-14138	605	18	information	information	NOUN
dad-14138	605	19	found	find	VERB
dad-14138	605	20	"	"	PUNCT
dad-14138	605	21	,	,	PUNCT
dad-14138	605	22	output	output	NOUN
dad-14138	605	23	2	2	NUM
dad-14138	605	24	.	.	PUNCT
dad-14138	605	25	output	output	NOUN
dad-14138	605	26	1	1	NUM
dad-14138	605	27	even	even	ADV
dad-14138	605	28	if	if	SCONJ
dad-14138	605	29	the	the	DET
dad-14138	605	30	answer	answer	NOUN
dad-14138	605	31	is	be	AUX
dad-14138	605	32	only	only	ADV
dad-14138	605	33	partly	partly	ADV
dad-14138	605	34	correct	correct	ADJ
dad-14138	605	35	.	.	PUNCT
dad-14138	606	1	output	output	NOUN
dad-14138	606	2	0	0	NUM
dad-14138	607	1	if	if	SCONJ
dad-14138	607	2	the	the	DET
dad-14138	607	3	answer	answer	NOUN
dad-14138	607	4	uses	use	VERB
dad-14138	607	5	"	"	PUNCT
dad-14138	607	6	i	i	NOUN
dad-14138	607	7	"	"	PUNCT
dad-14138	607	8	as	as	ADP
dad-14138	607	9	the	the	DET
dad-14138	607	10	subject	subject	NOUN
dad-14138	607	11	,	,	PUNCT
dad-14138	607	12	because	because	SCONJ
dad-14138	607	13	the	the	DET
dad-14138	607	14	question	question	NOUN
dad-14138	607	15	is	be	AUX
dad-14138	607	16	about	about	ADP
dad-14138	607	17	the	the	DET
dad-14138	607	18	user	user	NOUN
dad-14138	607	19	,	,	PUNCT
dad-14138	607	20	not	not	PART
dad-14138	607	21	the	the	DET
dad-14138	607	22	assistant	assistant	NOUN
dad-14138	607	23	.	.	PUNCT
dad-14138	608	1	only	only	ADV
dad-14138	608	2	output	output	NOUN
dad-14138	608	3	1	1	NUM
dad-14138	608	4	or	or	CCONJ
dad-14138	608	5	0	0	NUM
dad-14138	608	6	or	or	CCONJ
dad-14138	608	7	2	2	NUM
dad-14138	608	8	,	,	PUNCT
dad-14138	608	9	nothing	nothing	PRON
dad-14138	608	10	else	else	ADV
dad-14138	608	11	,	,	PUNCT
dad-14138	608	12	no	no	DET
dad-14138	608	13	explanation	explanation	NOUN
dad-14138	608	14	needed	need	VERB
dad-14138	608	15	.	.	PUNCT
dad-14138	609	1	c.2	c.2	PROPN
dad-14138	609	2	prompt	prompt	NOUN
dad-14138	609	3	for	for	ADP
dad-14138	609	4	categorizing	categorize	VERB
dad-14138	609	5	utterances	utterance	NOUN
dad-14138	609	6	as	as	ADP
dad-14138	609	7	profile	profile	ADV
dad-14138	609	8	-	-	PUNCT
dad-14138	609	9	related	relate	VERB
dad-14138	609	10	,	,	PUNCT
dad-14138	609	11	episode	episode	NOUN
dad-14138	609	12	-	-	PUNCT
dad-14138	609	13	related	relate	VERB
dad-14138	609	14	,	,	PUNCT
dad-14138	609	15	or	or	CCONJ
dad-14138	609	16	other	other	ADJ
dad-14138	609	17	we	we	PRON
dad-14138	609	18	used	use	VERB
dad-14138	609	19	the	the	DET
dad-14138	609	20	following	follow	VERB
dad-14138	609	21	prompt	prompt	NOUN
dad-14138	609	22	to	to	PART
dad-14138	609	23	classify	classify	VERB
dad-14138	609	24	each	each	DET
dad-14138	609	25	user	user	NOUN
dad-14138	609	26	utterance	utterance	VERB
dad-14138	609	27	into	into	ADP
dad-14138	609	28	one	one	NUM
dad-14138	609	29	of	of	ADP
dad-14138	609	30	three	three	NUM
dad-14138	609	31	categories	category	NOUN
dad-14138	609	32	:	:	PUNCT
dad-14138	609	33	profilerelated	profilerelate	VERB
dad-14138	609	34	,	,	PUNCT
dad-14138	609	35	episode	episode	NOUN
dad-14138	609	36	-	-	PUNCT
dad-14138	609	37	related	relate	VERB
dad-14138	609	38	,	,	PUNCT
dad-14138	609	39	or	or	CCONJ
dad-14138	609	40	other	other	ADJ
dad-14138	609	41	.	.	PUNCT
dad-14138	610	1	the	the	DET
dad-14138	610	2	model	model	NOUN
dad-14138	610	3	’s	’s	PART
dad-14138	610	4	output	output	NOUN
dad-14138	610	5	was	be	AUX
dad-14138	610	6	used	use	VERB
dad-14138	610	7	for	for	ADP
dad-14138	610	8	post	post	ADJ
dad-14138	610	9	-	-	ADJ
dad-14138	610	10	hoc	hoc	ADJ
dad-14138	610	11	analysis	analysis	NOUN
dad-14138	610	12	of	of	ADP
dad-14138	610	13	utterance	utterance	NOUN
dad-14138	610	14	types	type	NOUN
dad-14138	610	15	.	.	PUNCT
dad-14138	611	1	you	you	PRON
dad-14138	611	2	will	will	AUX
dad-14138	611	3	be	be	AUX
dad-14138	611	4	given	give	VERB
dad-14138	611	5	a	a	DET
dad-14138	611	6	single	single	ADJ
dad-14138	611	7	user	user	NOUN
dad-14138	611	8	utterance	utterance	NOUN
dad-14138	611	9	from	from	ADP
dad-14138	611	10	a	a	DET
dad-14138	611	11	human	human	ADJ
dad-14138	611	12	-	-	PUNCT
dad-14138	611	13	chatbot	chatbot	NOUN
dad-14138	611	14	conversation	conversation	NOUN
dad-14138	611	15	.	.	PUNCT
dad-14138	612	1	classify	classify	VERB
dad-14138	612	2	the	the	DET
dad-14138	612	3	utterance	utterance	NOUN
dad-14138	612	4	into	into	ADP
dad-14138	612	5	one	one	NUM
dad-14138	612	6	of	of	ADP
dad-14138	612	7	the	the	DET
dad-14138	612	8	following	follow	VERB
dad-14138	612	9	three	three	NUM
dad-14138	612	10	categories	category	NOUN
dad-14138	612	11	:	:	PUNCT
dad-14138	612	12	profile	profile	NOUN
dad-14138	612	13	-	-	PUNCT
dad-14138	612	14	related	relate	VERB
dad-14138	612	15	:	:	PUNCT
dad-14138	612	16	the	the	DET
dad-14138	612	17	user	user	NOUN
dad-14138	612	18	is	be	AUX
dad-14138	612	19	stating	state	VERB
dad-14138	612	20	biographical	biographical	ADJ
dad-14138	612	21	facts	fact	NOUN
dad-14138	612	22	,	,	PUNCT
dad-14138	612	23	preferences	preference	NOUN
dad-14138	612	24	,	,	PUNCT
dad-14138	612	25	personal	personal	ADJ
dad-14138	612	26	attributes	attribute	NOUN
dad-14138	612	27	,	,	PUNCT
dad-14138	612	28	or	or	CCONJ
dad-14138	612	29	other	other	ADJ
dad-14138	612	30	stable	stable	ADJ
dad-14138	612	31	information	information	NOUN
dad-14138	612	32	about	about	ADP
dad-14138	612	33	themselves	themselves	PRON
dad-14138	612	34	(	(	PUNCT
dad-14138	612	35	e.g.	e.g.	ADV
dad-14138	612	36	,	,	PUNCT
dad-14138	612	37	"	"	PUNCT
dad-14138	612	38	my	my	PRON
dad-14138	612	39	favorite	favorite	ADJ
dad-14138	612	40	color	color	NOUN
dad-14138	612	41	is	be	AUX
dad-14138	612	42	blue	blue	ADJ
dad-14138	612	43	"	"	PUNCT
dad-14138	612	44	,	,	PUNCT
dad-14138	612	45	"	"	PUNCT
dad-14138	612	46	i	i	PRON
dad-14138	612	47	have	have	VERB
dad-14138	612	48	two	two	NUM
dad-14138	612	49	brothers	brother	NOUN
dad-14138	612	50	"	"	PUNCT
dad-14138	612	51	,	,	PUNCT
dad-14138	612	52	"	"	PUNCT
dad-14138	612	53	i	i	PRON
dad-14138	612	54	live	live	VERB
dad-14138	612	55	in	in	ADP
dad-14138	612	56	new	new	PROPN
dad-14138	612	57	york	york	PROPN
dad-14138	612	58	"	"	PUNCT
dad-14138	612	59	)	)	PUNCT
dad-14138	612	60	.	.	PUNCT
dad-14138	613	1	episode	episode	NOUN
dad-14138	613	2	-	-	PUNCT
dad-14138	613	3	related	relate	VERB
dad-14138	613	4	:	:	PUNCT
dad-14138	613	5	the	the	DET
dad-14138	613	6	user	user	NOUN
dad-14138	613	7	is	be	AUX
dad-14138	613	8	referring	refer	VERB
dad-14138	613	9	to	to	ADP
dad-14138	613	10	a	a	DET
dad-14138	613	11	specific	specific	ADJ
dad-14138	613	12	event	event	NOUN
dad-14138	613	13	or	or	CCONJ
dad-14138	613	14	experience	experience	NOUN
dad-14138	613	15	,	,	PUNCT
dad-14138	613	16	whether	whether	SCONJ
dad-14138	613	17	in	in	ADP
dad-14138	613	18	the	the	DET
dad-14138	613	19	past	past	NOUN
dad-14138	613	20	,	,	PUNCT
dad-14138	613	21	present	present	ADJ
dad-14138	613	22	,	,	PUNCT
dad-14138	613	23	or	or	CCONJ
dad-14138	613	24	future	future	NOUN
dad-14138	613	25	(	(	PUNCT
dad-14138	613	26	e.g.	e.g.	ADV
dad-14138	613	27	,	,	PUNCT
dad-14138	613	28	"	"	PUNCT
dad-14138	613	29	i	i	PRON
dad-14138	613	30	went	go	VERB
dad-14138	613	31	to	to	ADP
dad-14138	613	32	a	a	DET
dad-14138	613	33	concert	concert	NOUN
dad-14138	613	34	last	last	ADJ
dad-14138	613	35	night	night	NOUN
dad-14138	613	36	"	"	PUNCT
dad-14138	613	37	,	,	PUNCT
dad-14138	613	38	"	"	PUNCT
dad-14138	613	39	i	i	PRON
dad-14138	613	40	’m	’m	AUX
dad-14138	613	41	going	go	VERB
dad-14138	613	42	to	to	ADP
dad-14138	613	43	hong	hong	PROPN
dad-14138	613	44	kong	kong	PROPN
dad-14138	613	45	next	next	ADJ
dad-14138	613	46	month	month	NOUN
dad-14138	613	47	"	"	PUNCT
dad-14138	613	48	,	,	PUNCT
dad-14138	613	49	103	103	NUM
dad-14138	613	50	ryuichi	ryuichi	PROPN
dad-14138	613	51	sumida	sumida	PROPN
dad-14138	613	52	,	,	PUNCT
dad-14138	613	53	inoue	inoue	PROPN
dad-14138	613	54	and	and	CCONJ
dad-14138	613	55	kawahara	kawahara	NOUN
dad-14138	614	1	"	"	PUNCT
dad-14138	614	2	i	i	PRON
dad-14138	614	3	had	have	VERB
dad-14138	614	4	a	a	DET
dad-14138	614	5	fight	fight	NOUN
dad-14138	614	6	with	with	ADP
dad-14138	614	7	my	my	PRON
dad-14138	614	8	roommate	roommate	NOUN
dad-14138	614	9	"	"	PUNCT
dad-14138	614	10	)	)	PUNCT
dad-14138	614	11	.	.	PUNCT
dad-14138	615	1	other	other	ADJ
dad-14138	615	2	:	:	PUNCT
dad-14138	615	3	the	the	DET
dad-14138	615	4	utterance	utterance	NOUN
dad-14138	615	5	does	do	AUX
dad-14138	615	6	not	not	PART
dad-14138	615	7	fall	fall	VERB
dad-14138	615	8	into	into	ADP
dad-14138	615	9	the	the	DET
dad-14138	615	10	above	above	ADJ
dad-14138	615	11	categories	category	NOUN
dad-14138	615	12	.	.	PUNCT
dad-14138	616	1	this	this	PRON
dad-14138	616	2	includes	include	VERB
dad-14138	616	3	small	small	ADJ
dad-14138	616	4	talk	talk	NOUN
dad-14138	616	5	,	,	PUNCT
dad-14138	616	6	greetings	greeting	NOUN
dad-14138	616	7	,	,	PUNCT
dad-14138	616	8	questions	question	NOUN
dad-14138	616	9	,	,	PUNCT
dad-14138	616	10	or	or	CCONJ
dad-14138	616	11	general	general	ADJ
dad-14138	616	12	opinions	opinion	NOUN
dad-14138	616	13	not	not	PART
dad-14138	616	14	tied	tie	VERB
dad-14138	616	15	to	to	ADP
dad-14138	616	16	the	the	DET
dad-14138	616	17	user	user	NOUN
dad-14138	616	18	’s	’s	PART
dad-14138	616	19	identity	identity	NOUN
dad-14138	616	20	or	or	CCONJ
dad-14138	616	21	experiences	experience	NOUN
dad-14138	616	22	.	.	PUNCT
dad-14138	617	1	please	please	INTJ
dad-14138	617	2	output	output	VERB
dad-14138	617	3	only	only	ADV
dad-14138	617	4	the	the	DET
dad-14138	617	5	category	category	NOUN
dad-14138	617	6	label	label	NOUN
dad-14138	617	7	:	:	PUNCT
dad-14138	617	8	"	"	PUNCT
dad-14138	617	9	profile	profile	ADV
dad-14138	617	10	-	-	PUNCT
dad-14138	617	11	related	relate	VERB
dad-14138	617	12	"	"	PUNCT
dad-14138	617	13	,	,	PUNCT
dad-14138	617	14	"	"	PUNCT
dad-14138	617	15	episode	episode	NOUN
dad-14138	617	16	-	-	PUNCT
dad-14138	617	17	related	relate	VERB
dad-14138	617	18	"	"	PUNCT
dad-14138	617	19	,	,	PUNCT
dad-14138	617	20	or	or	CCONJ
dad-14138	617	21	"	"	PUNCT
dad-14138	617	22	other	other	ADJ
dad-14138	617	23	"	"	PUNCT
dad-14138	617	24	.	.	PUNCT
dad-14138	618	1	here	here	ADV
dad-14138	618	2	is	be	AUX
dad-14138	618	3	the	the	DET
dad-14138	618	4	utterance	utterance	NOUN
dad-14138	618	5	:	:	PUNCT
dad-14138	618	6	"	"	PUNCT
dad-14138	618	7	{	{	PUNCT
dad-14138	618	8	user_utterance	user_utterance	NOUN
dad-14138	618	9	}	}	PUNCT
dad-14138	618	10	"	"	PUNCT
dad-14138	618	11	appendix	appendix	VERB
dad-14138	618	12	d.	d.	PROPN
dad-14138	618	13	cosine	cosine	PROPN
dad-14138	618	14	similarity	similarity	PROPN
dad-14138	618	15	threshold	threshold	NOUN
dad-14138	618	16	we	we	PRON
dad-14138	618	17	used	use	VERB
dad-14138	618	18	the	the	DET
dad-14138	618	19	default	default	NOUN
dad-14138	618	20	value	value	NOUN
dad-14138	618	21	of	of	ADP
dad-14138	618	22	0.8	0.8	NUM
dad-14138	618	23	for	for	ADP
dad-14138	618	24	the	the	DET
dad-14138	618	25	cosine	cosine	NOUN
dad-14138	618	26	similarity	similarity	NOUN
dad-14138	618	27	threshold	threshold	NOUN
dad-14138	618	28	.	.	PUNCT
dad-14138	619	1	using	use	VERB
dad-14138	619	2	the	the	DET
dad-14138	619	3	lufy	lufy	ADV
dad-14138	619	4	-	-	PUNCT
dad-14138	619	5	dataset	dataset	NOUN
dad-14138	619	6	,	,	PUNCT
dad-14138	619	7	we	we	PRON
dad-14138	619	8	conducted	conduct	VERB
dad-14138	619	9	experiments	experiment	NOUN
dad-14138	619	10	to	to	PART
dad-14138	619	11	verify	verify	VERB
dad-14138	619	12	whether	whether	SCONJ
dad-14138	619	13	this	this	DET
dad-14138	619	14	choice	choice	NOUN
dad-14138	619	15	was	be	AUX
dad-14138	619	16	optimal	optimal	ADJ
dad-14138	619	17	.	.	PUNCT
dad-14138	620	1	we	we	PRON
dad-14138	620	2	used	use	VERB
dad-14138	620	3	the	the	DET
dad-14138	620	4	lufy	lufy	ADJ
dad-14138	620	5	dataset	dataset	NOUN
dad-14138	620	6	,	,	PUNCT
dad-14138	620	7	which	which	PRON
dad-14138	620	8	consists	consist	VERB
dad-14138	620	9	of	of	ADP
dad-14138	620	10	510	510	NUM
dad-14138	620	11	qa	qa	PROPN
dad-14138	620	12	pairs	pair	NOUN
dad-14138	620	13	.	.	PUNCT
dad-14138	621	1	of	of	ADP
dad-14138	621	2	these	these	PRON
dad-14138	621	3	,	,	PUNCT
dad-14138	621	4	only	only	ADV
dad-14138	621	5	2.9	2.9	NUM
dad-14138	621	6	%	%	NOUN
dad-14138	621	7	(	(	PUNCT
dad-14138	621	8	15	15	NUM
dad-14138	621	9	questions	question	NOUN
dad-14138	621	10	)	)	PUNCT
dad-14138	621	11	were	be	AUX
dad-14138	621	12	multi	multi	ADJ
dad-14138	621	13	-	-	ADJ
dad-14138	621	14	hop	hop	ADJ
dad-14138	621	15	questions	question	NOUN
dad-14138	621	16	requiring	require	VERB
dad-14138	621	17	at	at	ADV
dad-14138	621	18	least	least	ADV
dad-14138	621	19	two	two	NUM
dad-14138	621	20	pieces	piece	NOUN
dad-14138	621	21	of	of	ADP
dad-14138	621	22	information	information	NOUN
dad-14138	621	23	.	.	PUNCT
dad-14138	622	1	therefore	therefore	ADV
dad-14138	622	2	,	,	PUNCT
dad-14138	622	3	we	we	PRON
dad-14138	622	4	analyzed	analyze	VERB
dad-14138	622	5	the	the	DET
dad-14138	622	6	remaining	remain	VERB
dad-14138	622	7	495	495	NUM
dad-14138	622	8	single	single	ADJ
dad-14138	622	9	-	-	PUNCT
dad-14138	622	10	hop	hop	NOUN
dad-14138	622	11	questions	question	NOUN
dad-14138	622	12	—	—	PUNCT
dad-14138	622	13	for	for	ADP
dad-14138	622	14	example	example	NOUN
dad-14138	622	15	,	,	PUNCT
dad-14138	622	16	“	"	PUNCT
dad-14138	622	17	what	what	PRON
dad-14138	622	18	’s	’	VERB
dad-14138	622	19	my	my	PRON
dad-14138	622	20	favorite	favorite	ADJ
dad-14138	622	21	movie	movie	NOUN
dad-14138	622	22	?	?	PUNCT
dad-14138	622	23	”	"	PUNCT
dad-14138	622	24	,	,	PUNCT
dad-14138	622	25	which	which	PRON
dad-14138	622	26	can	can	AUX
dad-14138	622	27	be	be	AUX
dad-14138	622	28	answered	answer	VERB
dad-14138	622	29	by	by	ADP
dad-14138	622	30	retrieving	retrieve	VERB
dad-14138	622	31	a	a	DET
dad-14138	622	32	single	single	ADJ
dad-14138	622	33	utterance	utterance	NOUN
dad-14138	622	34	(	(	PUNCT
dad-14138	622	35	e.g.	e.g.	ADV
dad-14138	622	36	,	,	PUNCT
dad-14138	622	37	”	"	PUNCT
dad-14138	622	38	my	my	PRON
dad-14138	622	39	favorite	favorite	ADJ
dad-14138	622	40	movie	movie	NOUN
dad-14138	622	41	is	be	AUX
dad-14138	622	42	interstellar	interstellar	ADJ
dad-14138	622	43	”	"	PUNCT
dad-14138	622	44	)	)	PUNCT
dad-14138	622	45	from	from	ADP
dad-14138	622	46	the	the	DET
dad-14138	622	47	conversation	conversation	NOUN
dad-14138	622	48	.	.	PUNCT
dad-14138	623	1	for	for	ADP
dad-14138	623	2	each	each	DET
dad-14138	623	3	pair	pair	NOUN
dad-14138	623	4	,	,	PUNCT
dad-14138	623	5	we	we	PRON
dad-14138	623	6	retrieved	retrieve	VERB
dad-14138	623	7	ten	ten	NUM
dad-14138	623	8	relevant	relevant	ADJ
dad-14138	623	9	memories	memory	NOUN
dad-14138	623	10	with	with	ADP
dad-14138	623	11	a	a	DET
dad-14138	623	12	cosine	cosine	NOUN
dad-14138	623	13	similarity	similarity	NOUN
dad-14138	623	14	threshold	threshold	NOUN
dad-14138	623	15	of	of	ADP
dad-14138	623	16	at	at	ADV
dad-14138	623	17	least	least	ADV
dad-14138	623	18	0.6	0.6	NUM
dad-14138	623	19	and	and	CCONJ
dad-14138	623	20	annotated	annotate	VERB
dad-14138	623	21	whether	whether	SCONJ
dad-14138	623	22	the	the	DET
dad-14138	623	23	retrieved	retrieve	VERB
dad-14138	623	24	memory	memory	NOUN
dad-14138	623	25	was	be	AUX
dad-14138	623	26	correct	correct	ADJ
dad-14138	623	27	for	for	ADP
dad-14138	623	28	answering	answer	VERB
dad-14138	623	29	the	the	DET
dad-14138	623	30	question	question	NOUN
dad-14138	623	31	.	.	PUNCT
dad-14138	624	1	the	the	DET
dad-14138	624	2	correctness	correctness	NOUN
dad-14138	624	3	of	of	ADP
dad-14138	624	4	a	a	DET
dad-14138	624	5	retrieved	retrieve	VERB
dad-14138	624	6	answer	answer	NOUN
dad-14138	624	7	was	be	AUX
dad-14138	624	8	largely	largely	ADV
dad-14138	624	9	objective	objective	ADJ
dad-14138	624	10	,	,	PUNCT
dad-14138	624	11	as	as	SCONJ
dad-14138	624	12	it	it	PRON
dad-14138	624	13	involved	involve	VERB
dad-14138	624	14	verifying	verify	VERB
dad-14138	624	15	whether	whether	SCONJ
dad-14138	624	16	the	the	DET
dad-14138	624	17	retrieved	retrieve	VERB
dad-14138	624	18	memory	memory	NOUN
dad-14138	624	19	semantically	semantically	ADV
dad-14138	624	20	matched	match	VERB
dad-14138	624	21	the	the	DET
dad-14138	624	22	ground	ground	NOUN
dad-14138	624	23	truth	truth	NOUN
dad-14138	624	24	answer	answer	NOUN
dad-14138	624	25	.	.	PUNCT
dad-14138	625	1	one	one	NUM
dad-14138	625	2	annotator	annotator	NOUN
dad-14138	625	3	conducted	conduct	VERB
dad-14138	625	4	this	this	DET
dad-14138	625	5	verification	verification	NOUN
dad-14138	625	6	,	,	PUNCT
dad-14138	625	7	and	and	CCONJ
dad-14138	625	8	since	since	SCONJ
dad-14138	625	9	it	it	PRON
dad-14138	625	10	was	be	AUX
dad-14138	625	11	an	an	DET
dad-14138	625	12	objective	objective	ADJ
dad-14138	625	13	comparison	comparison	NOUN
dad-14138	625	14	,	,	PUNCT
dad-14138	625	15	we	we	PRON
dad-14138	625	16	did	do	AUX
dad-14138	625	17	not	not	PART
dad-14138	625	18	compute	compute	VERB
dad-14138	625	19	inter	inter	ADJ
dad-14138	625	20	-	-	ADJ
dad-14138	625	21	annotator	annotator	ADJ
dad-14138	625	22	agreement	agreement	NOUN
dad-14138	625	23	metrics	metric	NOUN
dad-14138	625	24	such	such	ADJ
dad-14138	625	25	as	as	ADP
dad-14138	625	26	cohen	cohen	PROPN
dad-14138	625	27	’s	’s	PART
dad-14138	625	28	kappa	kappa	PROPN
dad-14138	625	29	.	.	PUNCT
dad-14138	626	1	in	in	ADP
dad-14138	626	2	the	the	DET
dad-14138	626	3	rare	rare	ADJ
dad-14138	626	4	case	case	NOUN
dad-14138	626	5	of	of	ADP
dad-14138	626	6	ambiguity	ambiguity	NOUN
dad-14138	626	7	,	,	PUNCT
dad-14138	626	8	disagreements	disagreement	NOUN
dad-14138	626	9	were	be	AUX
dad-14138	626	10	resolved	resolve	VERB
dad-14138	626	11	through	through	ADP
dad-14138	626	12	discussion	discussion	NOUN
dad-14138	626	13	among	among	ADP
dad-14138	626	14	the	the	DET
dad-14138	626	15	authors	author	NOUN
dad-14138	626	16	.	.	PUNCT
dad-14138	627	1	figure	figure	NOUN
dad-14138	627	2	10	10	NUM
dad-14138	627	3	shows	show	VERB
dad-14138	627	4	the	the	DET
dad-14138	627	5	raw	raw	ADJ
dad-14138	627	6	counts	count	NOUN
dad-14138	627	7	of	of	ADP
dad-14138	627	8	correct	correct	ADJ
dad-14138	627	9	and	and	CCONJ
dad-14138	627	10	incorrect	incorrect	ADJ
dad-14138	627	11	memories	memory	NOUN
dad-14138	627	12	across	across	ADP
dad-14138	627	13	cosine	cosine	NOUN
dad-14138	627	14	similarity	similarity	NOUN
dad-14138	627	15	score	score	NOUN
dad-14138	627	16	bins	bin	NOUN
dad-14138	627	17	,	,	PUNCT
dad-14138	627	18	illustrating	illustrate	VERB
dad-14138	627	19	how	how	SCONJ
dad-14138	627	20	both	both	CCONJ
dad-14138	627	21	relevant	relevant	ADJ
dad-14138	627	22	and	and	CCONJ
dad-14138	627	23	irrelevant	irrelevant	ADJ
dad-14138	627	24	memories	memory	NOUN
dad-14138	627	25	are	be	AUX
dad-14138	627	26	distributed	distribute	VERB
dad-14138	627	27	across	across	ADP
dad-14138	627	28	similarity	similarity	NOUN
dad-14138	627	29	ranges	range	NOUN
dad-14138	627	30	.	.	PUNCT
dad-14138	628	1	our	our	PRON
dad-14138	628	2	findings	finding	NOUN
dad-14138	628	3	include	include	VERB
dad-14138	628	4	:	:	PUNCT
dad-14138	628	5	•	•	NUM
dad-14138	628	6	memories	memory	NOUN
dad-14138	628	7	with	with	ADP
dad-14138	628	8	a	a	DET
dad-14138	628	9	cosine	cosine	NOUN
dad-14138	628	10	similarity	similarity	NOUN
dad-14138	628	11	of	of	ADP
dad-14138	628	12	less	less	ADJ
dad-14138	628	13	than	than	ADP
dad-14138	628	14	0.75	0.75	NUM
dad-14138	628	15	were	be	AUX
dad-14138	628	16	always	always	ADV
dad-14138	628	17	irrelevant	irrelevant	ADJ
dad-14138	628	18	or	or	CCONJ
dad-14138	628	19	incorrect	incorrect	ADJ
dad-14138	628	20	.	.	PUNCT
dad-14138	629	1	•	•	X
dad-14138	629	2	there	there	PRON
dad-14138	629	3	is	be	VERB
dad-14138	629	4	a	a	DET
dad-14138	629	5	positive	positive	ADJ
dad-14138	629	6	correlation	correlation	NOUN
dad-14138	629	7	between	between	ADP
dad-14138	629	8	higher	high	ADJ
dad-14138	629	9	cosine	cosine	NOUN
dad-14138	629	10	similarity	similarity	NOUN
dad-14138	629	11	and	and	CCONJ
dad-14138	629	12	the	the	DET
dad-14138	629	13	likelihood	likelihood	NOUN
dad-14138	629	14	of	of	ADP
dad-14138	629	15	the	the	DET
dad-14138	629	16	memory	memory	NOUN
dad-14138	629	17	correctly	correctly	ADV
dad-14138	629	18	answering	answer	VERB
dad-14138	629	19	the	the	DET
dad-14138	629	20	question	question	NOUN
dad-14138	629	21	,	,	PUNCT
dad-14138	629	22	although	although	SCONJ
dad-14138	629	23	fewer	few	ADJ
dad-14138	629	24	cases	case	NOUN
dad-14138	629	25	are	be	AUX
dad-14138	629	26	retrieved	retrieve	VERB
dad-14138	629	27	when	when	SCONJ
dad-14138	629	28	the	the	DET
dad-14138	629	29	cosine	cosine	NOUN
dad-14138	629	30	similarity	similarity	NOUN
dad-14138	629	31	is	be	AUX
dad-14138	629	32	over	over	ADP
dad-14138	629	33	0.85	0.85	NUM
dad-14138	629	34	.	.	PUNCT
dad-14138	630	1	based	base	VERB
dad-14138	630	2	on	on	ADP
dad-14138	630	3	these	these	DET
dad-14138	630	4	findings	finding	NOUN
dad-14138	630	5	,	,	PUNCT
dad-14138	630	6	we	we	PRON
dad-14138	630	7	tested	test	VERB
dad-14138	630	8	various	various	ADJ
dad-14138	630	9	cosine	cosine	NOUN
dad-14138	630	10	similarity	similarity	NOUN
dad-14138	630	11	thresholds	threshold	NOUN
dad-14138	630	12	between	between	ADP
dad-14138	630	13	0.75	0.75	NUM
dad-14138	630	14	to	to	ADP
dad-14138	630	15	0.83	0.83	NUM
dad-14138	630	16	to	to	PART
dad-14138	630	17	determine	determine	VERB
dad-14138	630	18	the	the	DET
dad-14138	630	19	threshold	threshold	NOUN
dad-14138	630	20	that	that	PRON
dad-14138	630	21	would	would	AUX
dad-14138	630	22	yield	yield	VERB
dad-14138	630	23	the	the	DET
dad-14138	630	24	highest	high	ADJ
dad-14138	630	25	f1	f1	NOUN
dad-14138	630	26	score	score	NOUN
dad-14138	630	27	,	,	PUNCT
dad-14138	630	28	representing	represent	VERB
dad-14138	630	29	the	the	DET
dad-14138	630	30	balance	balance	NOUN
dad-14138	630	31	between	between	ADP
dad-14138	630	32	retrieving	retrieve	VERB
dad-14138	630	33	relevant	relevant	ADJ
dad-14138	630	34	information	information	NOUN
dad-14138	630	35	and	and	CCONJ
dad-14138	630	36	filtering	filter	VERB
dad-14138	630	37	out	out	ADP
dad-14138	630	38	irrelevant	irrelevant	ADJ
dad-14138	630	39	content	content	NOUN
dad-14138	630	40	.	.	PUNCT
dad-14138	631	1	as	as	SCONJ
dad-14138	631	2	shown	show	VERB
dad-14138	631	3	in	in	ADP
dad-14138	631	4	figure	figure	NOUN
dad-14138	631	5	11	11	NUM
dad-14138	631	6	,	,	PUNCT
dad-14138	631	7	we	we	PRON
dad-14138	631	8	observed	observe	VERB
dad-14138	631	9	that	that	SCONJ
dad-14138	631	10	f1	f1	ADJ
dad-14138	631	11	score	score	NOUN
dad-14138	631	12	remains	remain	VERB
dad-14138	631	13	stable	stable	ADJ
dad-14138	631	14	between	between	ADP
dad-14138	631	15	thresholds	threshold	NOUN
dad-14138	631	16	of	of	ADP
dad-14138	631	17	0.75	0.75	NUM
dad-14138	631	18	and	and	CCONJ
dad-14138	631	19	0.8	0.8	NUM
dad-14138	631	20	,	,	PUNCT
dad-14138	631	21	with	with	ADP
dad-14138	631	22	a	a	DET
dad-14138	631	23	notable	notable	ADJ
dad-14138	631	24	drop	drop	NOUN
dad-14138	631	25	beyond	beyond	ADP
dad-14138	631	26	0.8	0.8	NUM
dad-14138	631	27	.	.	PUNCT
dad-14138	632	1	while	while	SCONJ
dad-14138	632	2	f1	f1	ADJ
dad-14138	632	3	score	score	NOUN
dad-14138	632	4	was	be	AUX
dad-14138	632	5	used	use	VERB
dad-14138	632	6	to	to	PART
dad-14138	632	7	characterize	characterize	VERB
dad-14138	632	8	the	the	DET
dad-14138	632	9	overall	overall	ADJ
dad-14138	632	10	tradeoff	tradeoff	NOUN
dad-14138	632	11	between	between	ADP
dad-14138	632	12	precision	precision	NOUN
dad-14138	632	13	and	and	CCONJ
dad-14138	632	14	recall	recall	NOUN
dad-14138	632	15	,	,	PUNCT
dad-14138	632	16	we	we	PRON
dad-14138	632	17	recognize	recognize	VERB
dad-14138	632	18	that	that	SCONJ
dad-14138	632	19	the	the	DET
dad-14138	632	20	goal	goal	NOUN
dad-14138	632	21	of	of	ADP
dad-14138	632	22	retrieval	retrieval	NOUN
dad-14138	632	23	in	in	ADP
dad-14138	632	24	this	this	DET
dad-14138	632	25	context	context	NOUN
dad-14138	632	26	—	—	PUNCT
dad-14138	632	27	answering	answer	VERB
dad-14138	632	28	104	104	NUM
dad-14138	632	29	enhancing	enhance	VERB
dad-14138	632	30	long	long	ADJ
dad-14138	632	31	-	-	PUNCT
dad-14138	632	32	term	term	NOUN
dad-14138	632	33	rag	rag	NOUN
dad-14138	632	34	chatbots	chatbot	NOUN
dad-14138	632	35	with	with	ADP
dad-14138	632	36	psychological	psychological	ADJ
dad-14138	632	37	models	model	NOUN
dad-14138	632	38	figure	figure	VERB
dad-14138	632	39	10	10	NUM
dad-14138	632	40	:	:	PUNCT
dad-14138	632	41	percentage	percentage	NOUN
dad-14138	632	42	of	of	ADP
dad-14138	632	43	correct	correct	ADJ
dad-14138	632	44	memories	memory	NOUN
dad-14138	632	45	for	for	ADP
dad-14138	632	46	different	different	ADJ
dad-14138	632	47	thresholds	threshold	NOUN
dad-14138	632	48	.	.	PUNCT
dad-14138	633	1	thresholds	threshold	NOUN
dad-14138	633	2	below	below	ADP
dad-14138	633	3	0.75	0.75	NUM
dad-14138	633	4	are	be	AUX
dad-14138	633	5	omitted	omit	VERB
dad-14138	633	6	because	because	SCONJ
dad-14138	633	7	in	in	ADP
dad-14138	633	8	our	our	PRON
dad-14138	633	9	analysis	analysis	NOUN
dad-14138	633	10	,	,	PUNCT
dad-14138	633	11	no	no	DET
dad-14138	633	12	correct	correct	ADJ
dad-14138	633	13	memories	memory	NOUN
dad-14138	633	14	were	be	AUX
dad-14138	633	15	retrieved	retrieve	VERB
dad-14138	633	16	in	in	ADP
dad-14138	633	17	that	that	DET
dad-14138	633	18	range	range	NOUN
dad-14138	633	19	.	.	PUNCT
dad-14138	634	1	figure	figure	VERB
dad-14138	634	2	11	11	NUM
dad-14138	634	3	:	:	PUNCT
dad-14138	634	4	f1	f1	NOUN
dad-14138	634	5	score	score	NOUN
dad-14138	634	6	,	,	PUNCT
dad-14138	634	7	recall	recall	NOUN
dad-14138	634	8	,	,	PUNCT
dad-14138	634	9	and	and	CCONJ
dad-14138	634	10	precision	precision	NOUN
dad-14138	634	11	at	at	ADP
dad-14138	634	12	various	various	ADJ
dad-14138	634	13	thresholds	threshold	NOUN
dad-14138	634	14	.	.	PUNCT
dad-14138	635	1	minimal	minimal	ADJ
dad-14138	635	2	change	change	NOUN
dad-14138	635	3	in	in	ADP
dad-14138	635	4	f1	f1	ADJ
dad-14138	635	5	score	score	NOUN
dad-14138	635	6	between	between	ADP
dad-14138	635	7	0.75	0.75	NUM
dad-14138	635	8	to	to	ADP
dad-14138	635	9	0.795	0.795	NUM
dad-14138	635	10	,	,	PUNCT
dad-14138	635	11	with	with	ADP
dad-14138	635	12	a	a	DET
dad-14138	635	13	significant	significant	ADJ
dad-14138	635	14	decline	decline	NOUN
dad-14138	635	15	beyond	beyond	ADP
dad-14138	635	16	0.8	0.8	NUM
dad-14138	635	17	.	.	PUNCT
dad-14138	636	1	single	single	ADJ
dad-14138	636	2	-	-	PUNCT
dad-14138	636	3	hop	hop	NOUN
dad-14138	636	4	memory	memory	NOUN
dad-14138	636	5	questions	question	NOUN
dad-14138	636	6	—	—	PUNCT
dad-14138	636	7	may	may	AUX
dad-14138	636	8	prioritize	prioritize	VERB
dad-14138	636	9	high	high	ADJ
dad-14138	636	10	-	-	PUNCT
dad-14138	636	11	precision	precision	NOUN
dad-14138	636	12	retrieval	retrieval	NOUN
dad-14138	636	13	over	over	ADP
dad-14138	636	14	exhaustive	exhaustive	ADJ
dad-14138	636	15	recall	recall	NOUN
dad-14138	636	16	.	.	PUNCT
dad-14138	637	1	indeed	indeed	ADV
dad-14138	637	2	,	,	PUNCT
dad-14138	637	3	in	in	ADP
dad-14138	637	4	most	most	ADJ
dad-14138	637	5	cases	case	NOUN
dad-14138	637	6	,	,	PUNCT
dad-14138	637	7	retrieving	retrieve	VERB
dad-14138	637	8	a	a	DET
dad-14138	637	9	single	single	ADJ
dad-14138	637	10	correct	correct	ADJ
dad-14138	637	11	memory	memory	NOUN
dad-14138	637	12	suffices	suffice	NOUN
dad-14138	637	13	for	for	ADP
dad-14138	637	14	generating	generate	VERB
dad-14138	637	15	an	an	DET
dad-14138	637	16	accurate	accurate	ADJ
dad-14138	637	17	response	response	NOUN
dad-14138	637	18	.	.	PUNCT
dad-14138	638	1	105	105	NUM
dad-14138	638	2	ryuichi	ryuichi	PROPN
dad-14138	638	3	sumida	sumida	PROPN
dad-14138	638	4	,	,	PUNCT
dad-14138	638	5	inoue	inoue	PROPN
dad-14138	638	6	and	and	CCONJ
dad-14138	638	7	kawahara	kawahara	PROPN
dad-14138	638	8	nevertheless	nevertheless	ADV
dad-14138	638	9	,	,	PUNCT
dad-14138	638	10	we	we	PRON
dad-14138	638	11	selected	select	VERB
dad-14138	638	12	0.8	0.8	NUM
dad-14138	638	13	as	as	ADP
dad-14138	638	14	a	a	DET
dad-14138	638	15	practical	practical	ADJ
dad-14138	638	16	threshold	threshold	NOUN
dad-14138	638	17	because	because	SCONJ
dad-14138	638	18	it	it	PRON
dad-14138	638	19	retains	retain	VERB
dad-14138	638	20	a	a	DET
dad-14138	638	21	strong	strong	ADJ
dad-14138	638	22	balance	balance	NOUN
dad-14138	638	23	:	:	PUNCT
dad-14138	638	24	it	it	PRON
dad-14138	638	25	filters	filter	VERB
dad-14138	638	26	out	out	ADP
dad-14138	638	27	many	many	ADJ
dad-14138	638	28	irrelevant	irrelevant	ADJ
dad-14138	638	29	memories	memory	NOUN
dad-14138	638	30	(	(	PUNCT
dad-14138	638	31	as	as	SCONJ
dad-14138	638	32	seen	see	VERB
dad-14138	638	33	with	with	ADP
dad-14138	638	34	poor	poor	ADJ
dad-14138	638	35	performance	performance	NOUN
dad-14138	638	36	below	below	ADP
dad-14138	638	37	0.75	0.75	NUM
dad-14138	638	38	)	)	PUNCT
dad-14138	638	39	while	while	SCONJ
dad-14138	638	40	still	still	ADV
dad-14138	638	41	admitting	admit	VERB
dad-14138	638	42	a	a	DET
dad-14138	638	43	sufficient	sufficient	ADJ
dad-14138	638	44	number	number	NOUN
dad-14138	638	45	of	of	ADP
dad-14138	638	46	relevant	relevant	ADJ
dad-14138	638	47	ones	one	NOUN
dad-14138	638	48	to	to	PART
dad-14138	638	49	answer	answer	VERB
dad-14138	638	50	most	most	ADJ
dad-14138	638	51	questions	question	NOUN
dad-14138	638	52	.	.	PUNCT
dad-14138	639	1	moreover	moreover	ADV
dad-14138	639	2	,	,	PUNCT
dad-14138	639	3	this	this	DET
dad-14138	639	4	value	value	NOUN
dad-14138	639	5	aligns	align	VERB
dad-14138	639	6	with	with	ADP
dad-14138	639	7	commonly	commonly	ADV
dad-14138	639	8	used	use	VERB
dad-14138	639	9	defaults	default	NOUN
dad-14138	639	10	in	in	ADP
dad-14138	639	11	rag	rag	NOUN
dad-14138	639	12	frameworks	framework	NOUN
dad-14138	639	13	such	such	ADJ
dad-14138	639	14	as	as	ADP
dad-14138	639	15	llamaindex	llamaindex	NOUN
dad-14138	639	16	,	,	PUNCT
dad-14138	639	17	providing	provide	VERB
dad-14138	639	18	a	a	DET
dad-14138	639	19	reasonable	reasonable	ADJ
dad-14138	639	20	and	and	CCONJ
dad-14138	639	21	reproducible	reproducible	ADJ
dad-14138	639	22	baseline	baseline	NOUN
dad-14138	639	23	.	.	PUNCT
dad-14138	640	1	we	we	PRON
dad-14138	640	2	acknowledge	acknowledge	VERB
dad-14138	640	3	that	that	SCONJ
dad-14138	640	4	for	for	ADP
dad-14138	640	5	tasks	task	NOUN
dad-14138	640	6	with	with	ADP
dad-14138	640	7	stricter	strict	ADJ
dad-14138	640	8	precision	precision	NOUN
dad-14138	640	9	requirements	requirement	NOUN
dad-14138	640	10	,	,	PUNCT
dad-14138	640	11	a	a	DET
dad-14138	640	12	higher	high	ADJ
dad-14138	640	13	threshold	threshold	NOUN
dad-14138	640	14	might	might	AUX
dad-14138	640	15	be	be	AUX
dad-14138	640	16	preferable	preferable	ADJ
dad-14138	640	17	,	,	PUNCT
dad-14138	640	18	and	and	CCONJ
dad-14138	640	19	exploring	explore	VERB
dad-14138	640	20	task	task	NOUN
dad-14138	640	21	-	-	PUNCT
dad-14138	640	22	specific	specific	ADJ
dad-14138	640	23	threshold	threshold	NOUN
dad-14138	640	24	tuning	tuning	NOUN
dad-14138	640	25	remains	remain	VERB
dad-14138	640	26	a	a	DET
dad-14138	640	27	promising	promising	ADJ
dad-14138	640	28	direction	direction	NOUN
dad-14138	640	29	for	for	ADP
dad-14138	640	30	future	future	ADJ
dad-14138	640	31	work	work	NOUN
dad-14138	640	32	.	.	PUNCT
dad-14138	641	1	106	106	NUM
dad-14138	641	2	enhancing	enhance	VERB
dad-14138	641	3	long	long	ADJ
dad-14138	641	4	-	-	PUNCT
dad-14138	641	5	term	term	NOUN
dad-14138	641	6	rag	rag	NOUN
dad-14138	641	7	chatbots	chatbot	NOUN
dad-14138	641	8	with	with	ADP
dad-14138	641	9	psychological	psychological	ADJ
dad-14138	641	10	models	model	NOUN
dad-14138	641	11	appendix	appendix	VERB
dad-14138	641	12	e.	e.	PROPN
dad-14138	641	13	instructions	instruction	NOUN
dad-14138	641	14	given	give	VERB
dad-14138	641	15	to	to	ADP
dad-14138	641	16	the	the	DET
dad-14138	641	17	annotators	annotator	NOUN
dad-14138	641	18	for	for	ADP
dad-14138	641	19	subjective	subjective	ADJ
dad-14138	641	20	evaluations	evaluation	NOUN
dad-14138	641	21	we	we	PRON
dad-14138	641	22	provide	provide	VERB
dad-14138	641	23	the	the	DET
dad-14138	641	24	specific	specific	ADJ
dad-14138	641	25	instructions	instruction	NOUN
dad-14138	641	26	for	for	ADP
dad-14138	641	27	the	the	DET
dad-14138	641	28	three	three	NUM
dad-14138	641	29	criteria	criterion	NOUN
dad-14138	641	30	given	give	VERB
dad-14138	641	31	to	to	ADP
dad-14138	641	32	annotators	annotator	NOUN
dad-14138	641	33	.	.	PUNCT
dad-14138	642	1	did	do	AUX
dad-14138	642	2	the	the	DET
dad-14138	642	3	chatbot	chatbot	NOUN
dad-14138	642	4	’s	’s	PART
dad-14138	642	5	personalization	personalization	NOUN
dad-14138	642	6	appear	appear	VERB
dad-14138	642	7	appropriate	appropriate	ADJ
dad-14138	642	8	in	in	ADP
dad-14138	642	9	the	the	DET
dad-14138	642	10	conversation	conversation	NOUN
dad-14138	642	11	?	?	PUNCT
dad-14138	643	1	1	1	NUM
dad-14138	643	2	.	.	X
dad-14138	643	3	1/5	1/5	NUM
dad-14138	643	4	(	(	PUNCT
dad-14138	643	5	very	very	ADV
dad-14138	643	6	poor	poor	ADJ
dad-14138	643	7	):	):	PUNCT
dad-14138	643	8	responses	response	NOUN
dad-14138	643	9	feel	feel	VERB
dad-14138	643	10	generic	generic	ADJ
dad-14138	643	11	and	and	CCONJ
dad-14138	643	12	lack	lack	NOUN
dad-14138	643	13	personalization	personalization	NOUN
dad-14138	643	14	.	.	PUNCT
dad-14138	644	1	2	2	NUM
dad-14138	644	2	.	.	NUM
dad-14138	644	3	2/5	2/5	NUM
dad-14138	644	4	(	(	PUNCT
dad-14138	644	5	poor	poor	ADJ
dad-14138	644	6	):	):	PUNCT
dad-14138	644	7	limited	limited	ADJ
dad-14138	644	8	personalization	personalization	NOUN
dad-14138	644	9	attempts	attempt	NOUN
dad-14138	644	10	are	be	AUX
dad-14138	644	11	often	often	ADV
dad-14138	644	12	off	off	ADP
dad-14138	644	13	-	-	PUNCT
dad-14138	644	14	target	target	NOUN
dad-14138	644	15	or	or	CCONJ
dad-14138	644	16	superficial	superficial	ADJ
dad-14138	644	17	.	.	PUNCT
dad-14138	645	1	responses	response	NOUN
dad-14138	645	2	only	only	ADV
dad-14138	645	3	occasionally	occasionally	ADV
dad-14138	645	4	reflect	reflect	VERB
dad-14138	645	5	the	the	DET
dad-14138	645	6	user	user	NOUN
dad-14138	645	7	’s	’s	PART
dad-14138	645	8	context	context	NOUN
dad-14138	645	9	.	.	PUNCT
dad-14138	646	1	3	3	X
dad-14138	646	2	.	.	X
dad-14138	646	3	3/5	3/5	NUM
dad-14138	646	4	(	(	PUNCT
dad-14138	646	5	average	average	ADJ
dad-14138	646	6	):	):	PUNCT
dad-14138	646	7	the	the	DET
dad-14138	646	8	chatbot	chatbot	NOUN
dad-14138	646	9	shows	show	VERB
dad-14138	646	10	moderate	moderate	ADJ
dad-14138	646	11	personalization	personalization	NOUN
dad-14138	646	12	.	.	PUNCT
dad-14138	647	1	responses	response	NOUN
dad-14138	647	2	are	be	AUX
dad-14138	647	3	relevant	relevant	ADJ
dad-14138	647	4	but	but	CCONJ
dad-14138	647	5	may	may	AUX
dad-14138	647	6	not	not	PART
dad-14138	647	7	fully	fully	ADV
dad-14138	647	8	address	address	VERB
dad-14138	647	9	specific	specific	ADJ
dad-14138	647	10	user	user	NOUN
dad-14138	647	11	needs	need	NOUN
dad-14138	647	12	.	.	PUNCT
dad-14138	648	1	4	4	X
dad-14138	648	2	.	.	X
dad-14138	648	3	4/5	4/5	NUM
dad-14138	648	4	(	(	PUNCT
dad-14138	648	5	good	good	ADJ
dad-14138	648	6	):	):	PUNCT
dad-14138	648	7	the	the	DET
dad-14138	648	8	chatbot	chatbot	NOUN
dad-14138	648	9	consistently	consistently	ADV
dad-14138	648	10	personalizes	personalize	VERB
dad-14138	648	11	well	well	ADV
dad-14138	648	12	,	,	PUNCT
dad-14138	648	13	matching	match	VERB
dad-14138	648	14	responses	response	NOUN
dad-14138	648	15	to	to	ADP
dad-14138	648	16	the	the	DET
dad-14138	648	17	user	user	NOUN
dad-14138	648	18	’s	’s	PART
dad-14138	648	19	context	context	NOUN
dad-14138	648	20	and	and	CCONJ
dad-14138	648	21	needs	need	VERB
dad-14138	648	22	effectively	effectively	ADV
dad-14138	648	23	.	.	PUNCT
dad-14138	649	1	5	5	X
dad-14138	649	2	.	.	X
dad-14138	649	3	5/5	5/5	NUM
dad-14138	649	4	(	(	PUNCT
dad-14138	649	5	excellent	excellent	ADJ
dad-14138	649	6	):	):	PUNCT
dad-14138	649	7	outstanding	outstanding	ADJ
dad-14138	649	8	personalization	personalization	NOUN
dad-14138	649	9	.	.	PUNCT
dad-14138	650	1	responses	response	NOUN
dad-14138	650	2	are	be	AUX
dad-14138	650	3	highly	highly	ADV
dad-14138	650	4	relevant	relevant	ADJ
dad-14138	650	5	,	,	PUNCT
dad-14138	650	6	context	context	NOUN
dad-14138	650	7	-	-	PUNCT
dad-14138	650	8	aware	aware	ADJ
dad-14138	650	9	,	,	PUNCT
dad-14138	650	10	and	and	CCONJ
dad-14138	650	11	perfectly	perfectly	ADV
dad-14138	650	12	meet	meet	VERB
dad-14138	650	13	the	the	DET
dad-14138	650	14	user	user	NOUN
dad-14138	650	15	’s	’s	PART
dad-14138	650	16	needs	need	NOUN
dad-14138	650	17	,	,	PUNCT
dad-14138	650	18	enhancing	enhance	VERB
dad-14138	650	19	engagement	engagement	NOUN
dad-14138	650	20	and	and	CCONJ
dad-14138	650	21	satisfaction	satisfaction	NOUN
dad-14138	650	22	.	.	PUNCT
dad-14138	651	1	how	how	SCONJ
dad-14138	651	2	well	well	ADV
dad-14138	651	3	did	do	AUX
dad-14138	651	4	the	the	DET
dad-14138	651	5	conversation	conversation	NOUN
dad-14138	651	6	flow	flow	NOUN
dad-14138	651	7	without	without	ADP
dad-14138	651	8	feeling	feel	VERB
dad-14138	651	9	disjointed	disjointed	ADJ
dad-14138	651	10	or	or	CCONJ
dad-14138	651	11	out	out	ADP
dad-14138	651	12	of	of	ADP
dad-14138	651	13	context	context	NOUN
dad-14138	651	14	?	?	PUNCT
dad-14138	652	1	•	•	NUM
dad-14138	652	2	1/5	1/5	NUM
dad-14138	652	3	(	(	PUNCT
dad-14138	652	4	very	very	ADV
dad-14138	652	5	poor	poor	ADJ
dad-14138	652	6	):	):	PUNCT
dad-14138	652	7	the	the	DET
dad-14138	652	8	conversation	conversation	NOUN
dad-14138	652	9	feels	feel	VERB
dad-14138	652	10	broken	broken	ADJ
dad-14138	652	11	and	and	CCONJ
dad-14138	652	12	illogical	illogical	ADJ
dad-14138	652	13	,	,	PUNCT
dad-14138	652	14	with	with	ADP
dad-14138	652	15	responses	response	NOUN
dad-14138	652	16	often	often	ADV
dad-14138	652	17	out	out	ADP
dad-14138	652	18	of	of	ADP
dad-14138	652	19	context	context	NOUN
dad-14138	652	20	.	.	PUNCT
dad-14138	653	1	•	•	NUM
dad-14138	653	2	2/5	2/5	NUM
dad-14138	653	3	(	(	PUNCT
dad-14138	653	4	poor	poor	ADJ
dad-14138	653	5	):	):	PUNCT
dad-14138	653	6	the	the	DET
dad-14138	653	7	conversation	conversation	NOUN
dad-14138	653	8	has	have	VERB
dad-14138	653	9	frequent	frequent	ADJ
dad-14138	653	10	awkward	awkward	ADJ
dad-14138	653	11	transitions	transition	NOUN
dad-14138	653	12	or	or	CCONJ
dad-14138	653	13	non	non	NOUN
dad-14138	653	14	-	-	ADJ
dad-14138	653	15	sequiturs	sequiturs	ADJ
dad-14138	653	16	that	that	PRON
dad-14138	653	17	disrupt	disrupt	VERB
dad-14138	653	18	the	the	DET
dad-14138	653	19	flow	flow	NOUN
dad-14138	653	20	.	.	PUNCT
dad-14138	654	1	•	•	NUM
dad-14138	654	2	3/5	3/5	NUM
dad-14138	654	3	(	(	PUNCT
dad-14138	654	4	average	average	ADJ
dad-14138	654	5	):	):	PUNCT
dad-14138	654	6	the	the	DET
dad-14138	654	7	conversation	conversation	NOUN
dad-14138	654	8	flows	flow	VERB
dad-14138	654	9	reasonably	reasonably	ADV
dad-14138	654	10	well	well	ADV
dad-14138	654	11	,	,	PUNCT
dad-14138	654	12	with	with	ADP
dad-14138	654	13	some	some	DET
dad-14138	654	14	disjointed	disjointed	ADJ
dad-14138	654	15	moments	moment	NOUN
dad-14138	654	16	that	that	PRON
dad-14138	654	17	slightly	slightly	ADV
dad-14138	654	18	distract	distract	VERB
dad-14138	654	19	from	from	ADP
dad-14138	654	20	the	the	DET
dad-14138	654	21	overall	overall	ADJ
dad-14138	654	22	experience	experience	NOUN
dad-14138	654	23	.	.	PUNCT
dad-14138	655	1	•	•	NUM
dad-14138	655	2	4/5	4/5	NUM
dad-14138	655	3	(	(	PUNCT
dad-14138	655	4	good	good	ADJ
dad-14138	655	5	):	):	PUNCT
dad-14138	655	6	the	the	DET
dad-14138	655	7	conversation	conversation	NOUN
dad-14138	655	8	flows	flow	VERB
dad-14138	655	9	well	well	ADV
dad-14138	655	10	,	,	PUNCT
dad-14138	655	11	with	with	ADP
dad-14138	655	12	only	only	ADJ
dad-14138	655	13	minor	minor	ADJ
dad-14138	655	14	issues	issue	NOUN
dad-14138	655	15	that	that	PRON
dad-14138	655	16	do	do	AUX
dad-14138	655	17	not	not	PART
dad-14138	655	18	significantly	significantly	ADV
dad-14138	655	19	impact	impact	VERB
dad-14138	655	20	the	the	DET
dad-14138	655	21	user	user	NOUN
dad-14138	655	22	’s	’s	PART
dad-14138	655	23	experience	experience	NOUN
dad-14138	655	24	.	.	PUNCT
dad-14138	656	1	•	•	NUM
dad-14138	656	2	5/5	5/5	NUM
dad-14138	656	3	(	(	PUNCT
dad-14138	656	4	excellent	excellent	ADJ
dad-14138	656	5	):	):	PUNCT
dad-14138	656	6	the	the	DET
dad-14138	656	7	conversation	conversation	NOUN
dad-14138	656	8	flows	flow	VERB
dad-14138	656	9	seamlessly	seamlessly	ADV
dad-14138	656	10	and	and	CCONJ
dad-14138	656	11	logically	logically	ADV
dad-14138	656	12	,	,	PUNCT
dad-14138	656	13	feeling	feel	VERB
dad-14138	656	14	completely	completely	ADV
dad-14138	656	15	natural	natural	ADJ
dad-14138	656	16	and	and	CCONJ
dad-14138	656	17	coherent	coherent	ADJ
dad-14138	656	18	throughout	throughout	ADP
dad-14138	656	19	.	.	PUNCT
dad-14138	657	1	overall	overall	ADV
dad-14138	657	2	,	,	PUNCT
dad-14138	657	3	how	how	SCONJ
dad-14138	657	4	would	would	AUX
dad-14138	657	5	you	you	PRON
dad-14138	657	6	rate	rate	VERB
dad-14138	657	7	the	the	DET
dad-14138	657	8	user	user	NOUN
dad-14138	657	9	’s	’s	PART
dad-14138	657	10	experience	experience	NOUN
dad-14138	657	11	with	with	ADP
dad-14138	657	12	the	the	DET
dad-14138	657	13	chatbot	chatbot	NOUN
dad-14138	657	14	?	?	PUNCT
dad-14138	658	1	1	1	NUM
dad-14138	658	2	.	.	X
dad-14138	658	3	1/5	1/5	NUM
dad-14138	658	4	(	(	PUNCT
dad-14138	658	5	very	very	ADV
dad-14138	658	6	poor	poor	ADJ
dad-14138	658	7	):	):	PUNCT
dad-14138	658	8	the	the	DET
dad-14138	658	9	user	user	NOUN
dad-14138	658	10	found	find	VERB
dad-14138	658	11	the	the	DET
dad-14138	658	12	conversation	conversation	NOUN
dad-14138	658	13	frustrating	frustrating	ADJ
dad-14138	658	14	and	and	CCONJ
dad-14138	658	15	unhelpful	unhelpful	ADJ
dad-14138	658	16	,	,	PUNCT
dad-14138	658	17	strongly	strongly	ADV
dad-14138	658	18	feeling	feel	VERB
dad-14138	658	19	they	they	PRON
dad-14138	658	20	would	would	AUX
dad-14138	658	21	not	not	PART
dad-14138	658	22	want	want	VERB
dad-14138	658	23	to	to	PART
dad-14138	658	24	use	use	VERB
dad-14138	658	25	the	the	DET
dad-14138	658	26	chatbot	chatbot	NOUN
dad-14138	658	27	again	again	ADV
dad-14138	658	28	.	.	PUNCT
dad-14138	659	1	2	2	X
dad-14138	659	2	.	.	NUM
dad-14138	659	3	2/5	2/5	NUM
dad-14138	659	4	(	(	PUNCT
dad-14138	659	5	poor	poor	ADJ
dad-14138	659	6	):	):	PUNCT
dad-14138	659	7	the	the	DET
dad-14138	659	8	user	user	NOUN
dad-14138	659	9	was	be	AUX
dad-14138	659	10	somewhat	somewhat	ADV
dad-14138	659	11	disappointed	disappointed	ADJ
dad-14138	659	12	with	with	ADP
dad-14138	659	13	the	the	DET
dad-14138	659	14	conversation	conversation	NOUN
dad-14138	659	15	,	,	PUNCT
dad-14138	659	16	finding	find	VERB
dad-14138	659	17	little	little	ADJ
dad-14138	659	18	value	value	NOUN
dad-14138	659	19	in	in	ADP
dad-14138	659	20	it	it	PRON
dad-14138	659	21	and	and	CCONJ
dad-14138	659	22	is	be	AUX
dad-14138	659	23	unlikely	unlikely	ADJ
dad-14138	659	24	to	to	PART
dad-14138	659	25	use	use	VERB
dad-14138	659	26	the	the	DET
dad-14138	659	27	chatbot	chatbot	NOUN
dad-14138	659	28	again	again	ADV
dad-14138	659	29	soon	soon	ADV
dad-14138	659	30	.	.	PUNCT
dad-14138	660	1	3	3	X
dad-14138	660	2	.	.	X
dad-14138	660	3	3/5	3/5	NUM
dad-14138	660	4	(	(	PUNCT
dad-14138	660	5	average	average	ADJ
dad-14138	660	6	):	):	PUNCT
dad-14138	660	7	the	the	DET
dad-14138	660	8	conversation	conversation	NOUN
dad-14138	660	9	met	meet	VERB
dad-14138	660	10	the	the	DET
dad-14138	660	11	user	user	NOUN
dad-14138	660	12	’s	’s	PART
dad-14138	660	13	basic	basic	ADJ
dad-14138	660	14	expectations	expectation	NOUN
dad-14138	660	15	.	.	PUNCT
dad-14138	661	1	they	they	PRON
dad-14138	661	2	would	would	AUX
dad-14138	661	3	consider	consider	VERB
dad-14138	661	4	using	use	VERB
dad-14138	661	5	the	the	DET
dad-14138	661	6	chatbot	chatbot	NOUN
dad-14138	661	7	again	again	ADV
dad-14138	661	8	if	if	SCONJ
dad-14138	661	9	needed	need	VERB
dad-14138	661	10	.	.	PUNCT
dad-14138	662	1	4	4	X
dad-14138	662	2	.	.	X
dad-14138	662	3	4/5	4/5	NUM
dad-14138	662	4	(	(	PUNCT
dad-14138	662	5	good	good	ADJ
dad-14138	662	6	):	):	PUNCT
dad-14138	662	7	the	the	DET
dad-14138	662	8	user	user	NOUN
dad-14138	662	9	was	be	AUX
dad-14138	662	10	pleased	pleased	ADJ
dad-14138	662	11	with	with	ADP
dad-14138	662	12	the	the	DET
dad-14138	662	13	conversation	conversation	NOUN
dad-14138	662	14	and	and	CCONJ
dad-14138	662	15	found	find	VERB
dad-14138	662	16	it	it	PRON
dad-14138	662	17	helpful	helpful	ADJ
dad-14138	662	18	,	,	PUNCT
dad-14138	662	19	expressing	express	VERB
dad-14138	662	20	a	a	DET
dad-14138	662	21	clear	clear	ADJ
dad-14138	662	22	interest	interest	NOUN
dad-14138	662	23	in	in	ADP
dad-14138	662	24	using	use	VERB
dad-14138	662	25	the	the	DET
dad-14138	662	26	chatbot	chatbot	NOUN
dad-14138	662	27	again	again	ADV
dad-14138	662	28	.	.	PUNCT
dad-14138	663	1	107	107	NUM
dad-14138	663	2	ryuichi	ryuichi	PROPN
dad-14138	663	3	sumida	sumida	PROPN
dad-14138	663	4	,	,	PUNCT
dad-14138	663	5	inoue	inoue	PROPN
dad-14138	663	6	and	and	CCONJ
dad-14138	663	7	kawahara	kawahara	PROPN
dad-14138	663	8	5	5	NUM
dad-14138	663	9	.	.	X
dad-14138	663	10	5/5	5/5	NUM
dad-14138	663	11	(	(	PUNCT
dad-14138	663	12	excellent	excellent	ADJ
dad-14138	663	13	):	):	PUNCT
dad-14138	663	14	the	the	DET
dad-14138	663	15	user	user	NOUN
dad-14138	663	16	was	be	AUX
dad-14138	663	17	highly	highly	ADV
dad-14138	663	18	satisfied	satisfied	ADJ
dad-14138	663	19	with	with	ADP
dad-14138	663	20	the	the	DET
dad-14138	663	21	conversation	conversation	NOUN
dad-14138	663	22	,	,	PUNCT
dad-14138	663	23	finding	find	VERB
dad-14138	663	24	it	it	PRON
dad-14138	663	25	exceptionally	exceptionally	ADV
dad-14138	663	26	useful	useful	ADJ
dad-14138	663	27	and	and	CCONJ
dad-14138	663	28	engaging	engaging	ADJ
dad-14138	663	29	,	,	PUNCT
dad-14138	663	30	and	and	CCONJ
dad-14138	663	31	is	be	AUX
dad-14138	663	32	eager	eager	ADJ
dad-14138	663	33	to	to	PART
dad-14138	663	34	use	use	VERB
dad-14138	663	35	the	the	DET
dad-14138	663	36	chatbot	chatbot	NOUN
dad-14138	663	37	again	again	ADV
dad-14138	663	38	.	.	PUNCT
dad-14138	664	1	to	to	PART
dad-14138	664	2	assess	assess	VERB
dad-14138	664	3	the	the	DET
dad-14138	664	4	consistency	consistency	NOUN
dad-14138	664	5	of	of	ADP
dad-14138	664	6	human	human	ADJ
dad-14138	664	7	judgments	judgment	NOUN
dad-14138	664	8	across	across	ADP
dad-14138	664	9	subjective	subjective	ADJ
dad-14138	664	10	criteria	criterion	NOUN
dad-14138	664	11	—	—	PUNCT
dad-14138	664	12	personalization	personalization	NOUN
dad-14138	664	13	,	,	PUNCT
dad-14138	664	14	flow	flow	NOUN
dad-14138	664	15	of	of	ADP
dad-14138	664	16	conversation	conversation	NOUN
dad-14138	664	17	,	,	PUNCT
dad-14138	664	18	and	and	CCONJ
dad-14138	664	19	overall	overall	ADJ
dad-14138	664	20	quality	quality	NOUN
dad-14138	664	21	—	—	PUNCT
dad-14138	664	22	we	we	PRON
dad-14138	664	23	computed	compute	VERB
dad-14138	664	24	the	the	DET
dad-14138	664	25	intraclass	intraclass	NOUN
dad-14138	664	26	correlation	correlation	NOUN
dad-14138	664	27	coefficient	coefficient	NOUN
dad-14138	664	28	(	(	PUNCT
dad-14138	664	29	icc	icc	NOUN
dad-14138	664	30	)	)	PUNCT
dad-14138	664	31	across	across	ADP
dad-14138	664	32	all	all	DET
dad-14138	664	33	annotators	annotator	NOUN
dad-14138	664	34	for	for	ADP
dad-14138	664	35	each	each	DET
dad-14138	664	36	metric	metric	NOUN
dad-14138	664	37	.	.	PUNCT
dad-14138	665	1	the	the	DET
dad-14138	665	2	resulting	result	VERB
dad-14138	665	3	icc	icc	NOUN
dad-14138	665	4	values	value	NOUN
dad-14138	665	5	were	be	AUX
dad-14138	665	6	:	:	PUNCT
dad-14138	665	7	•	•	NUM
dad-14138	665	8	personalization	personalization	NOUN
dad-14138	665	9	:	:	PUNCT
dad-14138	665	10	0.31	0.31	NUM
dad-14138	665	11	•	•	NOUN
dad-14138	665	12	flow	flow	NOUN
dad-14138	665	13	of	of	ADP
dad-14138	665	14	conversation	conversation	NOUN
dad-14138	665	15	:	:	PUNCT
dad-14138	665	16	0.29	0.29	NUM
dad-14138	665	17	•	•	NOUN
dad-14138	665	18	overall	overall	ADJ
dad-14138	665	19	quality	quality	NOUN
dad-14138	665	20	:	:	PUNCT
dad-14138	665	21	0.32	0.32	NUM
dad-14138	665	22	these	these	DET
dad-14138	665	23	values	value	NOUN
dad-14138	665	24	indicate	indicate	VERB
dad-14138	665	25	fair	fair	ADJ
dad-14138	665	26	to	to	PART
dad-14138	665	27	low	low	VERB
dad-14138	665	28	inter	inter	ADJ
dad-14138	665	29	-	-	ADJ
dad-14138	665	30	rater	rater	ADJ
dad-14138	665	31	agreement	agreement	NOUN
dad-14138	665	32	.	.	PUNCT
dad-14138	666	1	while	while	SCONJ
dad-14138	666	2	relatively	relatively	ADV
dad-14138	666	3	low	low	ADJ
dad-14138	666	4	,	,	PUNCT
dad-14138	666	5	such	such	ADJ
dad-14138	666	6	results	result	NOUN
dad-14138	666	7	are	be	AUX
dad-14138	666	8	consistent	consistent	ADJ
dad-14138	666	9	with	with	ADP
dad-14138	666	10	previous	previous	ADJ
dad-14138	666	11	findings	finding	NOUN
dad-14138	666	12	in	in	ADP
dad-14138	666	13	dialogue	dialogue	NOUN
dad-14138	666	14	evaluation	evaluation	NOUN
dad-14138	666	15	literature	literature	NOUN
dad-14138	666	16	,	,	PUNCT
dad-14138	666	17	where	where	SCONJ
dad-14138	666	18	subjective	subjective	ADJ
dad-14138	666	19	judgments	judgment	NOUN
dad-14138	666	20	often	often	ADV
dad-14138	666	21	yield	yield	VERB
dad-14138	666	22	low	low	ADJ
dad-14138	666	23	reliability	reliability	NOUN
dad-14138	666	24	due	due	ADP
dad-14138	666	25	to	to	ADP
dad-14138	666	26	inherent	inherent	ADJ
dad-14138	666	27	variability	variability	NOUN
dad-14138	666	28	in	in	ADP
dad-14138	666	29	interpretation	interpretation	NOUN
dad-14138	666	30	and	and	CCONJ
dad-14138	666	31	preference	preference	NOUN
dad-14138	666	32	.	.	PUNCT
dad-14138	667	1	for	for	ADP
dad-14138	667	2	example	example	NOUN
dad-14138	667	3	,	,	PUNCT
dad-14138	667	4	(	(	PUNCT
dad-14138	667	5	braggaar	braggaar	NOUN
dad-14138	667	6	et	et	NOUN
dad-14138	667	7	al	al	PROPN
dad-14138	667	8	.	.	PROPN
dad-14138	667	9	,	,	PUNCT
dad-14138	667	10	2022	2022	NUM
dad-14138	667	11	)	)	PUNCT
dad-14138	667	12	highlighted	highlight	VERB
dad-14138	667	13	that	that	SCONJ
dad-14138	667	14	likert	likert	ADJ
dad-14138	667	15	-	-	PUNCT
dad-14138	667	16	scale	scale	NOUN
dad-14138	667	17	evaluations	evaluation	NOUN
dad-14138	667	18	in	in	ADP
dad-14138	667	19	dialogue	dialogue	NOUN
dad-14138	667	20	systems	system	NOUN
dad-14138	667	21	frequently	frequently	ADV
dad-14138	667	22	suffer	suffer	VERB
dad-14138	667	23	from	from	ADP
dad-14138	667	24	inconsistency	inconsistency	NOUN
dad-14138	667	25	,	,	PUNCT
dad-14138	667	26	especially	especially	ADV
dad-14138	667	27	when	when	SCONJ
dad-14138	667	28	raters	rater	NOUN
dad-14138	667	29	lack	lack	VERB
dad-14138	667	30	a	a	DET
dad-14138	667	31	shared	share	VERB
dad-14138	667	32	rubric	rubric	ADJ
dad-14138	667	33	or	or	CCONJ
dad-14138	667	34	reference	reference	NOUN
dad-14138	667	35	standard	standard	NOUN
dad-14138	667	36	.	.	PUNCT
dad-14138	668	1	similarly	similarly	ADV
dad-14138	668	2	,	,	PUNCT
dad-14138	668	3	icc	icc	VERB
dad-14138	668	4	values	value	NOUN
dad-14138	668	5	below	below	ADP
dad-14138	668	6	0.50	0.50	NUM
dad-14138	668	7	were	be	AUX
dad-14138	668	8	reported	report	VERB
dad-14138	668	9	in	in	ADP
dad-14138	668	10	expert	expert	NOUN
dad-14138	668	11	evaluations	evaluation	NOUN
dad-14138	668	12	of	of	ADP
dad-14138	668	13	conversational	conversational	ADJ
dad-14138	668	14	quality	quality	NOUN
dad-14138	668	15	(	(	PUNCT
dad-14138	668	16	gmel	gmel	NOUN
dad-14138	668	17	et	et	PROPN
dad-14138	668	18	al	al	PROPN
dad-14138	668	19	.	.	PROPN
dad-14138	668	20	,	,	PUNCT
dad-14138	668	21	2020	2020	NUM
dad-14138	668	22	)	)	PUNCT
dad-14138	668	23	,	,	PUNCT
dad-14138	668	24	and	and	CCONJ
dad-14138	668	25	other	other	ADJ
dad-14138	668	26	dialogue	dialogue	NOUN
dad-14138	668	27	-	-	PUNCT
dad-14138	668	28	related	relate	VERB
dad-14138	668	29	tasks	task	NOUN
dad-14138	668	30	—	—	PUNCT
dad-14138	668	31	such	such	ADJ
dad-14138	668	32	as	as	ADP
dad-14138	668	33	behavior	behavior	NOUN
dad-14138	668	34	coding	code	VERB
dad-14138	668	35	(	(	PUNCT
dad-14138	668	36	howell	howell	PROPN
dad-14138	668	37	et	et	PROPN
dad-14138	668	38	al	al	PROPN
dad-14138	668	39	.	.	PROPN
dad-14138	668	40	,	,	PUNCT
dad-14138	668	41	2023	2023	NUM
dad-14138	668	42	)	)	PUNCT
dad-14138	668	43	and	and	CCONJ
dad-14138	668	44	clinical	clinical	ADJ
dad-14138	668	45	summarization	summarization	NOUN
dad-14138	668	46	(	(	PUNCT
dad-14138	668	47	fraile	fraile	PROPN
dad-14138	668	48	navarro	navarro	PROPN
dad-14138	668	49	et	et	PROPN
dad-14138	668	50	al	al	PROPN
dad-14138	668	51	.	.	PROPN
dad-14138	668	52	,	,	PUNCT
dad-14138	668	53	2025)—have	2025)—have	NUM
dad-14138	668	54	shown	show	VERB
dad-14138	668	55	similarly	similarly	ADV
dad-14138	668	56	low	low	ADJ
dad-14138	668	57	reliability	reliability	NOUN
dad-14138	668	58	due	due	ADP
dad-14138	668	59	to	to	ADP
dad-14138	668	60	ambiguous	ambiguous	ADJ
dad-14138	668	61	criteria	criterion	NOUN
dad-14138	668	62	,	,	PUNCT
dad-14138	668	63	narrow	narrow	ADJ
dad-14138	668	64	rating	rating	NOUN
dad-14138	668	65	variance	variance	NOUN
dad-14138	668	66	,	,	PUNCT
dad-14138	668	67	and	and	CCONJ
dad-14138	668	68	inconsistent	inconsistent	ADJ
dad-14138	668	69	calibration	calibration	NOUN
dad-14138	668	70	.	.	PUNCT
dad-14138	669	1	appendix	appendix	PROPN
dad-14138	669	2	f.	f.	PROPN
dad-14138	669	3	complete	complete	ADJ
dad-14138	669	4	results	result	NOUN
dad-14138	669	5	of	of	ADP
dad-14138	669	6	the	the	DET
dad-14138	669	7	evaluations	evaluation	NOUN
dad-14138	669	8	with	with	ADP
dad-14138	669	9	the	the	DET
dad-14138	669	10	qa	qa	PROPN
dad-14138	669	11	pairs	pair	NOUN
dad-14138	669	12	108	108	NUM
dad-14138	669	13	enhancing	enhance	VERB
dad-14138	669	14	long	long	ADJ
dad-14138	669	15	-	-	PUNCT
dad-14138	669	16	term	term	NOUN
dad-14138	669	17	rag	rag	NOUN
dad-14138	669	18	chatbots	chatbot	NOUN
dad-14138	669	19	with	with	ADP
dad-14138	669	20	psychological	psychological	ADJ
dad-14138	669	21	models	model	NOUN
dad-14138	669	22	s1	s1	PROPN
dad-14138	669	23	s2	s2	PROPN
dad-14138	669	24	s3	s3	PROPN
dad-14138	669	25	s4	s4	PROPN
dad-14138	669	26	system	system	PROPN
dad-14138	669	27	q1	q1	PROPN
dad-14138	669	28	q1	q1	PROPN
dad-14138	669	29	q2	q2	PROPN
dad-14138	669	30	q1	q1	PROPN
dad-14138	669	31	q2	q2	PROPN
dad-14138	669	32	q3	q3	PROPN
dad-14138	669	33	q1	q1	PROPN
dad-14138	669	34	q2	q2	PROPN
dad-14138	669	35	q3	q3	PROPN
dad-14138	669	36	q4	q4	PROPN
dad-14138	669	37	naive	naive	ADJ
dad-14138	669	38	rag	rag	NOUN
dad-14138	669	39	75.6	75.6	NUM
dad-14138	669	40	68.2	68.2	NUM
dad-14138	669	41	71.0	71.0	NUM
dad-14138	669	42	64.3	64.3	NUM
dad-14138	669	43	61.3	61.3	NUM
dad-14138	669	44	97.1	97.1	NUM
dad-14138	669	45	62.5	62.5	NUM
dad-14138	669	46	62.1	62.1	NUM
dad-14138	669	47	91.7	91.7	NUM
dad-14138	669	48	63.3	63.3	NUM
dad-14138	669	49	memorybank	memorybank	NOUN
dad-14138	669	50	63.6	63.6	NUM
dad-14138	669	51	56.7	56.7	NUM
dad-14138	669	52	44.8	44.8	NUM
dad-14138	669	53	60.0	60.0	NUM
dad-14138	669	54	40.9	40.9	NUM
dad-14138	669	55	71.4	71.4	NUM
dad-14138	669	56	63.3	63.3	NUM
dad-14138	669	57	43.5	43.5	NUM
dad-14138	669	58	63.6	63.6	NUM
dad-14138	669	59	88.0	88.0	NUM
dad-14138	669	60	lufy	lufy	NOUN
dad-14138	669	61	80.0	80.0	NUM
dad-14138	669	62	81.3	81.3	NUM
dad-14138	669	63	92.6	92.6	NUM
dad-14138	669	64	82.8	82.8	NUM
dad-14138	669	65	77.8	77.8	NUM
dad-14138	669	66	100.0	100.0	NUM
dad-14138	669	67	82.1	82.1	NUM
dad-14138	669	68	88.9	88.9	NUM
dad-14138	669	69	83.3	83.3	NUM
dad-14138	669	70	92.0	92.0	NUM
dad-14138	669	71	table	table	NOUN
dad-14138	669	72	16	16	NUM
dad-14138	669	73	:	:	PUNCT
dad-14138	669	74	complete	complete	ADJ
dad-14138	669	75	results	result	NOUN
dad-14138	669	76	showing	show	VERB
dad-14138	669	77	the	the	DET
dad-14138	669	78	precision	precision	NOUN
dad-14138	669	79	scores	score	NOUN
dad-14138	669	80	of	of	ADP
dad-14138	669	81	each	each	DET
dad-14138	669	82	system	system	NOUN
dad-14138	669	83	across	across	ADP
dad-14138	669	84	different	different	ADJ
dad-14138	669	85	sessions	session	NOUN
dad-14138	669	86	and	and	CCONJ
dad-14138	669	87	question	question	NOUN
dad-14138	669	88	sets	set	NOUN
dad-14138	669	89	.	.	PUNCT
dad-14138	670	1	q1	q1	PROPN
dad-14138	670	2	denotes	denote	VERB
dad-14138	670	3	questions	question	NOUN
dad-14138	670	4	about	about	ADP
dad-14138	670	5	session1	session1	PROPN
dad-14138	670	6	,	,	PUNCT
dad-14138	670	7	q2	q2	PROPN
dad-14138	670	8	denotes	denote	VERB
dad-14138	670	9	questions	question	NOUN
dad-14138	670	10	about	about	ADP
dad-14138	670	11	session2	session2	NOUN
dad-14138	670	12	and	and	CCONJ
dad-14138	670	13	so	so	ADV
dad-14138	670	14	on	on	ADV
dad-14138	670	15	.	.	PUNCT
dad-14138	671	1	s1	s1	PROPN
dad-14138	671	2	s2	s2	PROPN
dad-14138	671	3	s3	s3	PROPN
dad-14138	671	4	s4	s4	PROPN
dad-14138	671	5	system	system	PROPN
dad-14138	671	6	q1	q1	PROPN
dad-14138	671	7	q1	q1	PROPN
dad-14138	671	8	q2	q2	PROPN
dad-14138	671	9	q1	q1	PROPN
dad-14138	671	10	q2	q2	PROPN
dad-14138	671	11	q3	q3	PROPN
dad-14138	671	12	q1	q1	PROPN
dad-14138	671	13	q2	q2	PROPN
dad-14138	671	14	q3	q3	PROPN
dad-14138	671	15	q4	q4	PROPN
dad-14138	671	16	naive	naive	ADJ
dad-14138	671	17	rag	rag	NOUN
dad-14138	671	18	60.8	60.8	NUM
dad-14138	671	19	58.8	58.8	NUM
dad-14138	671	20	43.1	43.1	NUM
dad-14138	671	21	52.9	52.9	NUM
dad-14138	671	22	37.3	37.3	NUM
dad-14138	671	23	64.7	64.7	NUM
dad-14138	671	24	49.0	49.0	NUM
dad-14138	671	25	35.3	35.3	NUM
dad-14138	671	26	64.7	64.7	NUM
dad-14138	671	27	37.3	37.3	NUM
dad-14138	671	28	memorybank	memorybank	NOUN
dad-14138	671	29	41.2	41.2	NUM
dad-14138	671	30	33.3	33.3	NUM
dad-14138	671	31	25.5	25.5	NUM
dad-14138	671	32	35.3	35.3	NUM
dad-14138	671	33	17.6	17.6	NUM
dad-14138	671	34	39.2	39.2	NUM
dad-14138	671	35	37.3	37.3	NUM
dad-14138	671	36	19.6	19.6	NUM
dad-14138	671	37	27.5	27.5	NUM
dad-14138	671	38	43.1	43.1	NUM
dad-14138	671	39	lufy	lufy	NOUN
dad-14138	671	40	54.9	54.9	NUM
dad-14138	671	41	53.0	53.0	NUM
dad-14138	671	42	49.0	49.0	NUM
dad-14138	671	43	47.1	47.1	NUM
dad-14138	671	44	27.5	27.5	NUM
dad-14138	671	45	41.2	41.2	NUM
dad-14138	671	46	45.1	45.1	NUM
dad-14138	671	47	31.4	31.4	NUM
dad-14138	671	48	19.6	19.6	NUM
dad-14138	671	49	45.1	45.1	NUM
dad-14138	671	50	table	table	NOUN
dad-14138	671	51	17	17	NUM
dad-14138	671	52	:	:	PUNCT
dad-14138	671	53	complete	complete	ADJ
dad-14138	671	54	results	result	NOUN
dad-14138	671	55	showing	show	VERB
dad-14138	671	56	the	the	DET
dad-14138	671	57	recall	recall	NOUN
dad-14138	671	58	scores	score	NOUN
dad-14138	671	59	of	of	ADP
dad-14138	671	60	each	each	DET
dad-14138	671	61	system	system	NOUN
dad-14138	671	62	across	across	ADP
dad-14138	671	63	different	different	ADJ
dad-14138	671	64	sessions	session	NOUN
dad-14138	671	65	and	and	CCONJ
dad-14138	671	66	question	question	NOUN
dad-14138	671	67	sets	set	NOUN
dad-14138	671	68	.	.	PUNCT
dad-14138	672	1	s1	s1	PROPN
dad-14138	672	2	s2	s2	PROPN
dad-14138	672	3	s3	s3	PROPN
dad-14138	672	4	s4	s4	PROPN
dad-14138	672	5	system	system	PROPN
dad-14138	672	6	q1	q1	PROPN
dad-14138	672	7	q1	q1	PROPN
dad-14138	672	8	q2	q2	PROPN
dad-14138	672	9	q1	q1	PROPN
dad-14138	672	10	q2	q2	PROPN
dad-14138	672	11	q3	q3	PROPN
dad-14138	672	12	q1	q1	PROPN
dad-14138	672	13	q2	q2	PROPN
dad-14138	672	14	q3	q3	PROPN
dad-14138	672	15	q4	q4	PROPN
dad-14138	672	16	naive	naive	ADJ
dad-14138	672	17	rag	rag	NOUN
dad-14138	672	18	67.4	67.4	NUM
dad-14138	672	19	63.2	63.2	NUM
dad-14138	672	20	53.6	53.6	NUM
dad-14138	672	21	58.0	58.0	NUM
dad-14138	672	22	46.4	46.4	NUM
dad-14138	672	23	77.7	77.7	NUM
dad-14138	672	24	54.9	54.9	NUM
dad-14138	672	25	45.0	45.0	NUM
dad-14138	672	26	75.9	75.9	NUM
dad-14138	672	27	46.9	46.9	NUM
dad-14138	672	28	memorybank	memorybank	NOUN
dad-14138	672	29	50.0	50.0	NUM
dad-14138	672	30	42.0	42.0	NUM
dad-14138	672	31	32.5	32.5	NUM
dad-14138	672	32	44.4	44.4	NUM
dad-14138	672	33	24.6	24.6	NUM
dad-14138	672	34	50.6	50.6	NUM
dad-14138	672	35	46.9	46.9	NUM
dad-14138	672	36	27.0	27.0	NUM
dad-14138	672	37	38.4	38.4	NUM
dad-14138	672	38	57.9	57.9	NUM
dad-14138	672	39	lufy	lufy	NOUN
dad-14138	672	40	65.1	65.1	NUM
dad-14138	672	41	64.2	64.2	NUM
dad-14138	672	42	64.1	64.1	NUM
dad-14138	672	43	60.0	60.0	NUM
dad-14138	672	44	40.6	40.6	NUM
dad-14138	672	45	58.4	58.4	NUM
dad-14138	672	46	58.2	58.2	NUM
dad-14138	672	47	46.4	46.4	NUM
dad-14138	672	48	31.7	31.7	NUM
dad-14138	672	49	60.5	60.5	NUM
dad-14138	672	50	table	table	NOUN
dad-14138	672	51	18	18	NUM
dad-14138	672	52	:	:	PUNCT
dad-14138	672	53	complete	complete	ADJ
dad-14138	672	54	results	result	NOUN
dad-14138	672	55	showing	show	VERB
dad-14138	672	56	the	the	DET
dad-14138	672	57	f1	f1	NOUN
dad-14138	672	58	scores	score	NOUN
dad-14138	672	59	of	of	ADP
dad-14138	672	60	each	each	DET
dad-14138	672	61	system	system	NOUN
dad-14138	672	62	across	across	ADP
dad-14138	672	63	different	different	ADJ
dad-14138	672	64	sessions	session	NOUN
dad-14138	672	65	and	and	CCONJ
dad-14138	672	66	question	question	NOUN
dad-14138	672	67	sets	set	NOUN
dad-14138	672	68	.	.	PUNCT
dad-14138	673	1	109	109	NUM
dad-14138	673	2	ryuichi	ryuichi	PROPN
dad-14138	673	3	sumida	sumida	PROPN
dad-14138	673	4	,	,	PUNCT
dad-14138	673	5	inoue	inoue	PROPN
dad-14138	673	6	and	and	CCONJ
dad-14138	673	7	kawahara	kawahara	PROPN
dad-14138	673	8	appendix	appendix	PROPN
dad-14138	673	9	g.	g.	PROPN
dad-14138	673	10	illustrative	illustrative	ADJ
dad-14138	673	11	example	example	NOUN
dad-14138	673	12	of	of	ADP
dad-14138	673	13	memory	memory	NOUN
dad-14138	673	14	retention	retention	NOUN
dad-14138	673	15	and	and	CCONJ
dad-14138	673	16	retrieval	retrieval	NOUN
dad-14138	673	17	across	across	ADP
dad-14138	673	18	systems	system	NOUN
dad-14138	673	19	to	to	PART
dad-14138	673	20	illustrate	illustrate	VERB
dad-14138	673	21	the	the	DET
dad-14138	673	22	characteristic	characteristic	ADJ
dad-14138	673	23	behavior	behavior	NOUN
dad-14138	673	24	of	of	ADP
dad-14138	673	25	the	the	DET
dad-14138	673	26	three	three	NUM
dad-14138	673	27	systems	system	NOUN
dad-14138	673	28	,	,	PUNCT
dad-14138	673	29	we	we	PRON
dad-14138	673	30	present	present	VERB
dad-14138	673	31	a	a	DET
dad-14138	673	32	constructed	construct	VERB
dad-14138	673	33	scenario	scenario	NOUN
dad-14138	673	34	highlighting	highlight	VERB
dad-14138	673	35	how	how	SCONJ
dad-14138	673	36	each	each	PRON
dad-14138	673	37	handles	handle	VERB
dad-14138	673	38	memory	memory	NOUN
dad-14138	673	39	retention	retention	NOUN
dad-14138	673	40	and	and	CCONJ
dad-14138	673	41	retrieval	retrieval	NOUN
dad-14138	673	42	in	in	ADP
dad-14138	673	43	response	response	NOUN
dad-14138	673	44	to	to	ADP
dad-14138	673	45	a	a	DET
dad-14138	673	46	user	user	NOUN
dad-14138	673	47	’s	’s	PART
dad-14138	673	48	emotionally	emotionally	ADV
dad-14138	673	49	significant	significant	ADJ
dad-14138	673	50	utterance	utterance	NOUN
dad-14138	673	51	.	.	PUNCT
dad-14138	674	1	the	the	DET
dad-14138	674	2	key	key	ADJ
dad-14138	674	3	memory—“i	memory—“i	NOUN
dad-14138	674	4	got	get	VERB
dad-14138	674	5	into	into	ADP
dad-14138	674	6	harvard”—was	harvard”—was	PROPN
dad-14138	674	7	originally	originally	ADV
dad-14138	674	8	mentioned	mention	VERB
dad-14138	674	9	in	in	ADP
dad-14138	674	10	session	session	NOUN
dad-14138	674	11	2	2	NUM
dad-14138	675	1	.	.	PUNCT
dad-14138	675	2	system	system	NOUN
dad-14138	675	3	:	:	PUNCT
dad-14138	675	4	naive	naive	ADJ
dad-14138	675	5	rag	rag	NOUN
dad-14138	675	6	memory	memory	NOUN
dad-14138	675	7	status	status	NOUN
dad-14138	675	8	:	:	PUNCT
dad-14138	675	9	retained	retain	VERB
dad-14138	675	10	(	(	PUNCT
dad-14138	675	11	no	no	DET
dad-14138	675	12	forgetting	forgetting	NOUN
dad-14138	675	13	)	)	PUNCT
dad-14138	675	14	.	.	PUNCT
dad-14138	676	1	retrieval	retrieval	NOUN
dad-14138	676	2	:	:	PUNCT
dad-14138	676	3	fails	fail	VERB
dad-14138	676	4	to	to	PART
dad-14138	676	5	retrieve	retrieve	VERB
dad-14138	676	6	the	the	DET
dad-14138	676	7	”	"	PUNCT
dad-14138	676	8	harvard	harvard	NOUN
dad-14138	676	9	”	"	PUNCT
dad-14138	676	10	memory	memory	NOUN
dad-14138	676	11	due	due	ADP
dad-14138	676	12	to	to	ADP
dad-14138	676	13	low	low	ADJ
dad-14138	676	14	lexical	lexical	ADJ
dad-14138	676	15	overlap	overlap	NOUN
dad-14138	676	16	with	with	ADP
dad-14138	676	17	the	the	DET
dad-14138	676	18	user	user	NOUN
dad-14138	676	19	’s	’s	PART
dad-14138	676	20	input	input	NOUN
dad-14138	676	21	.	.	PUNCT
dad-14138	677	1	bot	bot	NOUN
dad-14138	677	2	response	response	NOUN
dad-14138	677	3	:	:	PUNCT
dad-14138	677	4	“	"	PUNCT
dad-14138	677	5	that	that	PRON
dad-14138	677	6	’s	’	VERB
dad-14138	677	7	understandable	understandable	ADJ
dad-14138	677	8	.	.	PUNCT
dad-14138	678	1	college	college	NOUN
dad-14138	678	2	can	can	AUX
dad-14138	678	3	be	be	AUX
dad-14138	678	4	stressful	stressful	ADJ
dad-14138	678	5	.	.	PUNCT
dad-14138	679	1	want	want	VERB
dad-14138	679	2	to	to	PART
dad-14138	679	3	talk	talk	VERB
dad-14138	679	4	more	more	ADJ
dad-14138	679	5	about	about	ADP
dad-14138	679	6	it	it	PRON
dad-14138	679	7	?	?	PUNCT
dad-14138	679	8	”	"	PUNCT
dad-14138	679	9	system	system	NOUN
dad-14138	679	10	:	:	PUNCT
dad-14138	679	11	memorybank	memorybank	NOUN
dad-14138	679	12	memory	memory	NOUN
dad-14138	679	13	status	status	NOUN
dad-14138	679	14	:	:	PUNCT
dad-14138	679	15	forgotten	forget	VERB
dad-14138	679	16	.	.	PUNCT
dad-14138	680	1	not	not	PART
dad-14138	680	2	retrieved	retrieve	VERB
dad-14138	680	3	in	in	ADP
dad-14138	680	4	session	session	NOUN
dad-14138	680	5	2	2	NUM
dad-14138	680	6	,	,	PUNCT
dad-14138	680	7	so	so	ADV
dad-14138	680	8	decayed	decayed	ADJ
dad-14138	680	9	due	due	ADP
dad-14138	680	10	to	to	ADP
dad-14138	680	11	low	low	ADJ
dad-14138	680	12	frequency	frequency	NOUN
dad-14138	680	13	and	and	CCONJ
dad-14138	680	14	recency	recency	NOUN
dad-14138	680	15	.	.	PUNCT
dad-14138	681	1	retrieval	retrieval	NOUN
dad-14138	681	2	:	:	PUNCT
dad-14138	681	3	memory	memory	NOUN
dad-14138	681	4	deleted	delete	VERB
dad-14138	681	5	in	in	ADP
dad-14138	681	6	forgetting	forget	VERB
dad-14138	681	7	phase	phase	NOUN
dad-14138	681	8	.	.	PUNCT
dad-14138	682	1	bot	bot	PROPN
dad-14138	682	2	response	response	NOUN
dad-14138	682	3	:	:	PUNCT
dad-14138	682	4	“	"	PUNCT
dad-14138	682	5	yeah	yeah	INTJ
dad-14138	682	6	,	,	PUNCT
dad-14138	682	7	college	college	NOUN
dad-14138	682	8	planning	planning	NOUN
dad-14138	682	9	can	can	AUX
dad-14138	682	10	be	be	AUX
dad-14138	682	11	tough	tough	ADJ
dad-14138	682	12	.	.	PUNCT
dad-14138	683	1	do	do	AUX
dad-14138	683	2	you	you	PRON
dad-14138	683	3	know	know	VERB
dad-14138	683	4	where	where	SCONJ
dad-14138	683	5	you	you	PRON
dad-14138	683	6	’re	’re	AUX
dad-14138	683	7	applying	apply	VERB
dad-14138	683	8	yet	yet	ADV
dad-14138	683	9	?	?	PUNCT
dad-14138	683	10	”	"	PUNCT
dad-14138	683	11	system	system	NOUN
dad-14138	683	12	:	:	PUNCT
dad-14138	683	13	lufy	lufy	ADV
dad-14138	683	14	(	(	PUNCT
dad-14138	683	15	ours	ours	ADJ
dad-14138	683	16	)	)	PUNCT
dad-14138	683	17	memory	memory	NOUN
dad-14138	683	18	status	status	NOUN
dad-14138	683	19	:	:	PUNCT
dad-14138	683	20	retained	retain	VERB
dad-14138	683	21	due	due	ADJ
dad-14138	683	22	to	to	ADP
dad-14138	683	23	high	high	ADJ
dad-14138	683	24	emotional	emotional	ADJ
dad-14138	683	25	arousal	arousal	NOUN
dad-14138	683	26	score	score	NOUN
dad-14138	683	27	.	.	PUNCT
dad-14138	684	1	retrieval	retrieval	NOUN
dad-14138	684	2	:	:	PUNCT
dad-14138	684	3	importance	importance	NOUN
dad-14138	684	4	-	-	PUNCT
dad-14138	684	5	boosted	boost	VERB
dad-14138	684	6	retrieval	retrieval	NOUN
dad-14138	684	7	surfaces	surface	NOUN
dad-14138	684	8	the	the	DET
dad-14138	684	9	harvard	harvard	PROPN
dad-14138	684	10	memory	memory	NOUN
dad-14138	684	11	despite	despite	SCONJ
dad-14138	684	12	low	low	ADJ
dad-14138	684	13	lexical	lexical	ADJ
dad-14138	684	14	similarity	similarity	NOUN
dad-14138	684	15	.	.	PUNCT
dad-14138	685	1	bot	bot	PROPN
dad-14138	685	2	response	response	NOUN
dad-14138	685	3	:	:	PUNCT
dad-14138	685	4	“	"	PUNCT
dad-14138	685	5	got	get	VERB
dad-14138	685	6	into	into	ADP
dad-14138	685	7	harvard	harvard	NOUN
dad-14138	685	8	—	—	PUNCT
dad-14138	685	9	no	no	DET
dad-14138	685	10	wonder	wonder	NOUN
dad-14138	685	11	you	you	PRON
dad-14138	685	12	’re	’re	AUX
dad-14138	685	13	feeling	feel	VERB
dad-14138	685	14	pressure	pressure	NOUN
dad-14138	685	15	.	.	PUNCT
dad-14138	686	1	want	want	VERB
dad-14138	686	2	to	to	PART
dad-14138	686	3	talk	talk	VERB
dad-14138	686	4	?	?	PUNCT
dad-14138	686	5	”	"	PUNCT
dad-14138	686	6	table	table	NOUN
dad-14138	686	7	19	19	NUM
dad-14138	686	8	:	:	PUNCT
dad-14138	686	9	comparison	comparison	NOUN
dad-14138	686	10	of	of	ADP
dad-14138	686	11	system	system	NOUN
dad-14138	686	12	responses	response	NOUN
dad-14138	686	13	in	in	ADP
dad-14138	686	14	session	session	NOUN
dad-14138	686	15	3	3	NUM
dad-14138	686	16	after	after	SCONJ
dad-14138	686	17	the	the	DET
dad-14138	686	18	user	user	NOUN
dad-14138	686	19	says	say	VERB
dad-14138	686	20	:	:	PUNCT
dad-14138	686	21	“	"	PUNCT
dad-14138	686	22	i	i	PRON
dad-14138	686	23	’m	’m	AUX
dad-14138	686	24	feeling	feel	VERB
dad-14138	686	25	overwhelmed	overwhelmed	ADJ
dad-14138	686	26	lately	lately	ADV
dad-14138	686	27	.	.	PUNCT
dad-14138	687	1	so	so	ADV
dad-14138	687	2	much	much	ADJ
dad-14138	687	3	pressure	pressure	NOUN
dad-14138	687	4	with	with	ADP
dad-14138	687	5	upcoming	upcoming	ADJ
dad-14138	687	6	college	college	NOUN
dad-14138	687	7	stuff	stuff	NOUN
dad-14138	687	8	.	.	PUNCT
dad-14138	687	9	”	"	PUNCT
dad-14138	688	1	only	only	ADV
dad-14138	688	2	lufy	lufy	NOUN
dad-14138	688	3	successfully	successfully	ADV
dad-14138	688	4	recalls	recall	VERB
dad-14138	688	5	the	the	DET
dad-14138	688	6	emotionally	emotionally	ADV
dad-14138	688	7	important	important	ADJ
dad-14138	688	8	but	but	CCONJ
dad-14138	688	9	unrepeated	unrepeated	ADJ
dad-14138	688	10	“	"	PUNCT
dad-14138	688	11	i	i	PRON
dad-14138	688	12	got	get	VERB
dad-14138	688	13	into	into	ADP
dad-14138	688	14	harvard	harvard	NOUN
dad-14138	688	15	”	"	PUNCT
dad-14138	688	16	memory	memory	NOUN
dad-14138	688	17	,	,	PUNCT
dad-14138	688	18	which	which	PRON
dad-14138	688	19	was	be	AUX
dad-14138	688	20	originally	originally	ADV
dad-14138	688	21	mentioned	mention	VERB
dad-14138	688	22	in	in	ADP
dad-14138	688	23	session	session	NOUN
dad-14138	688	24	2	2	NUM
dad-14138	688	25	.	.	NOUN
dad-14138	688	26	110	110	NUM