id	sid	eid	entity	type
fcis-25702	1	1	2832-6024	DATE
fcis-25702	2	1	9	CARDINAL
fcis-25702	2	2	3	CARDINAL
fcis-25702	2	3	2024 1	DATE
fcis-25702	2	4	wei xu	PERSON
fcis-25702	3	1	xiaodong jin	PERSON
fcis-25702	3	2	2 1	CARDINAL
fcis-25702	3	3	ningbo university	ORG
fcis-25702	3	4	ningbo	GPE
fcis-25702	3	5	zhejiang	GPE
fcis-25702	3	6	china 2 school of foreign	ORG
fcis-25702	3	7	ningbo university of technology	ORG
fcis-25702	3	8	ningbo	GPE
fcis-25702	3	9	zhejiang	GPE
fcis-25702	3	10	china	GPE
fcis-25702	3	11	wei xu	PERSON
fcis-25702	4	1	xuwei2@nbu.edu.cn	PERSON
fcis-25702	5	1	billions	CARDINAL
fcis-25702	8	1	first	ORDINAL
fcis-25702	9	1	second	ORDINAL
fcis-25702	10	1	four	CARDINAL
fcis-25702	10	2	three	CARDINAL
fcis-25702	12	1	1	CARDINAL
fcis-25702	12	2	gpt 4	ORG
fcis-25702	12	3	1	CARDINAL
fcis-25702	13	1	2	CARDINAL
fcis-25702	14	1	more than 10 billion	MONEY
fcis-25702	14	2	3	CARDINAL
fcis-25702	14	3	4	CARDINAL
fcis-25702	15	1	5	CARDINAL
fcis-25702	15	2	6	CARDINAL
fcis-25702	15	3	10][11][12	CARDINAL
fcis-25702	16	1	13][14][9	CARDINAL
fcis-25702	18	1	15	CARDINAL
fcis-25702	18	2	16][17	CARDINAL
fcis-25702	19	1	18][19	CARDINAL
fcis-25702	19	2	20][21	CARDINAL
fcis-25702	21	1	23][26	CARDINAL
fcis-25702	24	1	bert	PERSON
fcis-25702	24	2	gpt	ORG
fcis-25702	25	1	27	CARDINAL
fcis-25702	27	1	28	CARDINAL
fcis-25702	28	1	22][23][25][26	CARDINAL
fcis-25702	28	2	bert	PERSON
fcis-25702	30	1	29	CARDINAL
fcis-25702	32	1	30	CARDINAL
fcis-25702	32	2	t5	NORP
fcis-25702	32	3	8	CARDINAL
fcis-25702	33	1	31	CARDINAL
fcis-25702	34	1	32	CARDINAL
fcis-25702	36	1	33	CARDINAL
fcis-25702	40	1	34	CARDINAL
fcis-25702	40	2	nlu	CARDINAL
fcis-25702	41	1	more than half	CARDINAL
fcis-25702	41	2	llm	GPE
fcis-25702	44	1	2	CARDINAL
fcis-25702	50	1	four	CARDINAL
fcis-25702	50	2	three	CARDINAL
fcis-25702	50	3	mt	ORG
fcis-25702	51	1	1	CARDINAL
fcis-25702	51	2	first	ORDINAL
fcis-25702	52	1	2	CARDINAL
fcis-25702	53	1	3	CARDINAL
fcis-25702	54	1	4	CARDINAL
fcis-25702	56	1	2	CARDINAL
fcis-25702	56	2	appendix	NORP
fcis-25702	56	3	llm	GPE
fcis-25702	57	1	2.1	CARDINAL
fcis-25702	57	2	33	CARDINAL
fcis-25702	57	3	first	ORDINAL
fcis-25702	60	1	larger than 100,000	CARDINAL
fcis-25702	61	1	36	CARDINAL
fcis-25702	61	2	48	DATE
fcis-25702	66	1	llm	GPE
fcis-25702	68	1	first	ORDINAL
fcis-25702	70	1	29][24][35	CARDINAL
fcis-25702	70	2	bert	PERSON
fcis-25702	72	1	2.2	CARDINAL
fcis-25702	73	1	nlu	LOC
fcis-25702	73	2	mt	GPE
fcis-25702	74	1	one	CARDINAL
fcis-25702	77	1	w	GPE
fcis-25702	77	2	w	GPE
fcis-25702	77	3	w	GPE
fcis-25702	79	1	w	GPE
fcis-25702	79	2	w	GPE
fcis-25702	79	3	1	CARDINAL
fcis-25702	79	4	h trans h	ORG
fcis-25702	79	5	2	CARDINAL
fcis-25702	79	6	0,1	CARDINAL
fcis-25702	80	1	w	GPE
fcis-25702	80	2	w	GPE
fcis-25702	80	3	3	CARDINAL
fcis-25702	80	4	4	CARDINAL
fcis-25702	82	1	36	CARDINAL
fcis-25702	82	2	w	ORG
fcis-25702	82	3	w	GPE
fcis-25702	82	4	w	GPE
fcis-25702	82	5	w	GPE
fcis-25702	82	6	w	GPE
fcis-25702	84	1	w	GPE
fcis-25702	84	2	w	GPE
fcis-25702	84	3	w	GPE
fcis-25702	84	4	w	GPE
fcis-25702	84	5	w	GPE
fcis-25702	89	1	kv	ORG
fcis-25702	90	1	skipdecode	PERSON
fcis-25702	91	1	33	CARDINAL
fcis-25702	91	2	kv	ORG
fcis-25702	92	1	3	CARDINAL
fcis-25702	92	2	3.1	CARDINAL
fcis-25702	92	3	33	CARDINAL
fcis-25702	94	1	34	CARDINAL
fcis-25702	94	2	3	CARDINAL
fcis-25702	98	1	1	CARDINAL
fcis-25702	100	1	lora	PERSON
fcis-25702	101	1	37	CARDINAL
fcis-25702	101	2	1	CARDINAL
fcis-25702	102	1	the hidden states h	GPE
fcis-25702	103	1	38	CARDINAL
fcis-25702	105	1	5	CARDINAL
fcis-25702	108	1	xavier initialization	PERSON
fcis-25702	110	1	0	CARDINAL
fcis-25702	111	1	1	CARDINAL
fcis-25702	111	2	∗ trans h	ORG
fcis-25702	111	3	6	CARDINAL
fcis-25702	112	1	lora	PERSON
fcis-25702	113	1	37	CARDINAL
fcis-25702	116	1	w	GPE
fcis-25702	116	2	w	GPE
fcis-25702	116	3	w	GPE
fcis-25702	116	4	three	CARDINAL
fcis-25702	118	1	7	CARDINAL
fcis-25702	118	2	9	CARDINAL
fcis-25702	119	1	3.2	CARDINAL
fcis-25702	119	2	w	GPE
fcis-25702	121	1	one	CARDINAL
fcis-25702	124	1	pskip	ORG
fcis-25702	126	1	39	CARDINAL
fcis-25702	128	1	2	CARDINAL
fcis-25702	129	1	4	CARDINAL
fcis-25702	132	1	σ w	PERSON
fcis-25702	132	2	w	ORG
fcis-25702	132	3	w hlast b	ORG
fcis-25702	132	4	10	CARDINAL
fcis-25702	132	5	σ	ORG
fcis-25702	132	6	state s	ORG
fcis-25702	133	1	w	GPE
fcis-25702	133	2	w∗	GPE
fcis-25702	134	1	a ∣ s 1	QUANTITY
fcis-25702	135	1	a ∣ s 1	QUANTITY
fcis-25702	136	1	ce w∗	GPE
fcis-25702	144	1	1	CARDINAL
fcis-25702	144	2	first	ORDINAL
fcis-25702	145	1	2	CARDINAL
fcis-25702	145	2	two	CARDINAL
fcis-25702	146	1	zhang et al	PERSON
fcis-25702	147	1	26	CARDINAL
fcis-25702	147	2	bert	PERSON
fcis-25702	149	1	1	CARDINAL
fcis-25702	149	2	cos cos hlast	ORG
fcis-25702	153	1	1	CARDINAL
fcis-25702	154	1	0	CARDINAL
fcis-25702	155	1	3	CARDINAL
fcis-25702	158	1	j θ e	PERSON
fcis-25702	158	2	12	CARDINAL
fcis-25702	159	1	39	CARDINAL
fcis-25702	159	2	40	CARDINAL
fcis-25702	159	3	j θ ∑	PERSON
fcis-25702	159	4	⋅ log π	ORG
fcis-25702	159	5	13	CARDINAL
fcis-25702	159	6	3.3	CARDINAL
fcis-25702	160	1	1	CARDINAL
fcis-25702	162	1	2	CARDINAL
fcis-25702	162	2	llm	GPE
fcis-25702	162	3	nlu	LOC
fcis-25702	162	4	mt	GPE
fcis-25702	163	1	lora	PERSON
fcis-25702	163	2	37	CARDINAL
fcis-25702	164	1	41	CARDINAL
fcis-25702	166	1	3	CARDINAL
fcis-25702	166	2	nlu	LOC
fcis-25702	166	3	mt	GPE
fcis-25702	167	1	lora	PERSON
fcis-25702	169	1	4	CARDINAL
fcis-25702	169	2	lora	PERSON
fcis-25702	170	1	42	CARDINAL
fcis-25702	171	1	3.4	CARDINAL
fcis-25702	171	2	l 1	DATE
fcis-25702	171	3	l 1	DATE
fcis-25702	172	1	kv	ORG
fcis-25702	173	1	33	CARDINAL
fcis-25702	174	1	kv	ORG
fcis-25702	174	2	l 1	DATE
fcis-25702	175	1	more than half	CARDINAL
fcis-25702	175	2	5	CARDINAL
fcis-25702	175	3	0.5	CARDINAL
fcis-25702	176	1	one	CARDINAL
fcis-25702	178	1	4	CARDINAL
fcis-25702	178	2	4.1	CARDINAL
fcis-25702	179	1	four	CARDINAL
fcis-25702	180	1	43	CARDINAL
fcis-25702	180	2	one	CARDINAL
fcis-25702	181	1	mrpc	PERSON
fcis-25702	181	2	microsoft	ORG
fcis-25702	181	3	two	CARDINAL
fcis-25702	182	1	english	LANGUAGE
fcis-25702	182	2	sst-2	ORG
fcis-25702	182	3	stanford	ORG
fcis-25702	183	1	three	CARDINAL
fcis-25702	183	2	2023	CARDINAL
fcis-25702	183	3	english	LANGUAGE
fcis-25702	183	4	chinese	LANGUAGE
fcis-25702	183	5	english	LANGUAGE
fcis-25702	184	1	chinese-english	NORP
fcis-25702	185	1	2023	CARDINAL
fcis-25702	185	2	english-german	NORP
fcis-25702	185	3	english	LANGUAGE
fcis-25702	185	4	german	NORP
fcis-25702	187	1	2023	CARDINAL
fcis-25702	187	2	german	NORP
fcis-25702	187	3	german	NORP
fcis-25702	187	4	english	LANGUAGE
fcis-25702	188	1	4.2	CARDINAL
fcis-25702	189	1	nlu	LOC
fcis-25702	189	2	mt	GPE
fcis-25702	191	1	33	CARDINAL
fcis-25702	193	1	nlu	LOC
fcis-25702	193	2	mt	GPE
fcis-25702	194	1	34	CARDINAL
fcis-25702	195	1	nlu	LOC
fcis-25702	195	2	mt	GPE
fcis-25702	196	1	nlu	LOC
fcis-25702	196	2	mt	GPE
fcis-25702	197	1	4.3	CARDINAL
fcis-25702	198	1	44	CARDINAL
fcis-25702	199	1	two	CARDINAL
fcis-25702	199	2	32	CARDINAL
fcis-25702	200	1	ptm	ORG
fcis-25702	200	2	gpt2-xl	PERSON
fcis-25702	201	1	45	CARDINAL
fcis-25702	201	2	46	CARDINAL
fcis-25702	202	1	47	CARDINAL
fcis-25702	202	2	llama2-7b	ORG
fcis-25702	203	1	32	CARDINAL
fcis-25702	204	1	appendix	NORP
fcis-25702	206	1	41	CARDINAL
fcis-25702	206	2	lora	PERSON
fcis-25702	206	3	16	CARDINAL
fcis-25702	207	1	1024	DATE
fcis-25702	208	1	48	CARDINAL
fcis-25702	209	1	64	CARDINAL
fcis-25702	210	1	49	CARDINAL
fcis-25702	211	1	1	CARDINAL
fcis-25702	211	2	1e 4	DATE
fcis-25702	212	1	5	CARDINAL
fcis-25702	212	2	5e-5	CARDINAL
fcis-25702	213	1	10	CARDINAL
fcis-25702	213	2	2e 5	DATE
fcis-25702	214	1	5	CARDINAL
fcis-25702	214	2	1e 5	DATE
fcis-25702	216	1	90%	PERCENT
fcis-25702	216	2	70%	PERCENT
fcis-25702	216	3	50%	PERCENT
fcis-25702	216	4	30%	PERCENT
fcis-25702	216	5	10%	PERCENT
fcis-25702	217	1	34	CARDINAL
fcis-25702	217	2	0.8,0.7,0.5,0.4	CARDINAL
fcis-25702	217	3	0.3	CARDINAL
fcis-25702	218	1	4.4	CARDINAL
fcis-25702	219	1	1	CARDINAL
fcis-25702	220	1	nlu	CARDINAL
fcis-25702	220	2	five	CARDINAL
fcis-25702	222	1	rte mrpc cola sst-2	ORG
fcis-25702	222	2	77.1 77.1 89.8	QUANTITY
fcis-25702	222	3	57.7 91.9 91.9	CARDINAL
fcis-25702	222	4	44.7 48.9	CARDINAL
fcis-25702	222	5	73.2	CARDINAL
fcis-25702	222	6	47.5	CARDINAL
fcis-25702	222	7	81.0 82.5 yuan	MONEY
fcis-25702	223	1	34	CARDINAL
fcis-25702	223	2	62.8	CARDINAL
fcis-25702	223	3	51.3	CARDINAL
fcis-25702	223	4	64.7	CARDINAL
fcis-25702	223	5	56.3	CARDINAL
fcis-25702	223	6	68.8	CARDINAL
fcis-25702	223	7	85.6	CARDINAL
fcis-25702	223	8	90.5	CARDINAL
fcis-25702	223	9	90.6 92.7	CARDINAL
fcis-25702	223	10	67.7	CARDINAL
fcis-25702	223	11	57.2	CARDINAL
fcis-25702	223	12	92.5	CARDINAL
fcis-25702	223	13	66.5	CARDINAL
fcis-25702	223	14	84.7 89.7	CARDINAL
fcis-25702	223	15	56.5	CARDINAL
fcis-25702	224	1	1	CARDINAL
fcis-25702	224	2	2	CARDINAL
fcis-25702	225	1	6	CARDINAL
fcis-25702	230	1	34	CARDINAL
fcis-25702	233	1	34	CARDINAL
fcis-25702	234	1	2	CARDINAL
fcis-25702	234	2	mt	GPE
fcis-25702	234	3	five	CARDINAL
fcis-25702	236	1	2023	CARDINAL
fcis-25702	236	2	2023	CARDINAL
fcis-25702	236	3	2023	CARDINAL
fcis-25702	236	4	english	LANGUAGE
fcis-25702	236	5	english-german	NORP
fcis-25702	236	6	german	NORP
fcis-25702	236	7	38.7 38.7	CARDINAL
fcis-25702	236	8	33.2 33.2	CARDINAL
fcis-25702	236	9	32.8	CARDINAL
fcis-25702	236	10	37.1	CARDINAL
fcis-25702	236	11	30.8 33.1 yuan	MONEY
fcis-25702	237	1	34	CARDINAL
fcis-25702	237	2	35.6	CARDINAL
fcis-25702	237	3	33.0 36.1	CARDINAL
fcis-25702	237	4	37.5	CARDINAL
fcis-25702	237	5	38.5	CARDINAL
fcis-25702	237	6	39.1	CARDINAL
fcis-25702	237	7	35.9	CARDINAL
fcis-25702	237	8	38.5	CARDINAL
fcis-25702	237	9	38.0	CARDINAL
fcis-25702	237	10	35.2	CARDINAL
fcis-25702	237	11	38.0	CARDINAL
fcis-25702	237	12	37.7	CARDINAL
fcis-25702	237	13	34.7	CARDINAL
fcis-25702	238	1	3	CARDINAL
fcis-25702	240	1	nearly 30%	PERCENT
fcis-25702	240	2	llm	GPE
fcis-25702	241	1	1	CARDINAL
fcis-25702	242	1	29][50][16	CARDINAL
fcis-25702	243	1	2	CARDINAL
fcis-25702	243	2	nlu	ORG
fcis-25702	245	1	4.5.1	CARDINAL
fcis-25702	245	2	0	CARDINAL
fcis-25702	245	3	1	CARDINAL
fcis-25702	247	1	14	CARDINAL
fcis-25702	247	2	15	CARDINAL
fcis-25702	247	3	l. σ	PERSON
fcis-25702	248	1	3	CARDINAL
fcis-25702	250	1	0	DATE
fcis-25702	251	1	3	CARDINAL
fcis-25702	251	2	0.35 mrpc 0.21	QUANTITY
fcis-25702	251	3	0.43 wmt2023 0.32	MONEY
fcis-25702	251	4	iwslt2023	GPE
fcis-25702	253	1	1	CARDINAL
fcis-25702	253	2	2, yuan et al	MONEY
fcis-25702	254	1	34	CARDINAL
fcis-25702	254	2	33	CARDINAL
fcis-25702	257	1	34	CARDINAL
fcis-25702	258	1	4.5.3	ORDINAL
fcis-25702	259	1	4	CARDINAL
fcis-25702	262	1	2	CARDINAL
fcis-25702	264	1	3	CARDINAL
fcis-25702	265	1	4	CARDINAL
fcis-25702	266	1	8 5	DATE
fcis-25702	267	1	first	ORDINAL
fcis-25702	272	1	1	CARDINAL
fcis-25702	272	2	josh achiam	PERSON
fcis-25702	272	3	steven adler	PERSON
fcis-25702	272	4	sandhini agarwal	PERSON
fcis-25702	272	5	lama ahmad	PERSON
fcis-25702	272	6	ilge akkaya	PERSON
fcis-25702	272	7	florencia leoni aleman	PERSON
fcis-25702	272	8	diogo almeida	PERSON
fcis-25702	272	9	janko altenschmidt	PERSON
fcis-25702	272	10	sam altman	PERSON
fcis-25702	272	11	shyamal anadkat	PERSON
fcis-25702	272	12	2023	CARDINAL
fcis-25702	273	1	gpt-4 technical	ORG
fcis-25702	274	1	arxiv	ORG
fcis-25702	275	1	2	CARDINAL
fcis-25702	275	2	tom brown	PERSON
fcis-25702	275	3	benjamin mann	PERSON
fcis-25702	275	4	nick ryder	PERSON
fcis-25702	275	5	melanie	PERSON
fcis-25702	275	6	jared d kaplan	ORG
fcis-25702	275	7	arvind neelakantan	PERSON
fcis-25702	275	8	pranav shyam	PERSON
fcis-25702	275	9	girish sastry	PERSON
fcis-25702	275	10	amanda askell	PERSON
fcis-25702	275	11	2020	DATE
fcis-25702	278	1	3	CARDINAL
fcis-25702	278	2	jason wei	PERSON
fcis-25702	278	3	yi tay	PERSON
fcis-25702	278	4	rishi bommasani	PERSON
fcis-25702	278	5	colin raffel	PERSON
fcis-25702	278	6	barret zoph	PERSON
fcis-25702	278	7	sebastian borgeaud	PERSON
fcis-25702	278	8	dani yogatama	PERSON
fcis-25702	278	9	maarten bosma	PERSON
fcis-25702	278	10	denny zhou	PERSON
fcis-25702	278	11	donald metzler	PERSON
fcis-25702	278	12	2022	CARDINAL
fcis-25702	280	1	arxiv	ORG
fcis-25702	281	1	4	CARDINAL
fcis-25702	281	2	jason wei	PERSON
fcis-25702	281	3	xuezhi wang	PERSON
fcis-25702	281	4	dale schuurmans	PERSON
fcis-25702	281	5	maarten bosma	PERSON
fcis-25702	281	6	fei xia	PERSON
fcis-25702	281	7	ed chi	PERSON
fcis-25702	281	8	denny zhou	PERSON
fcis-25702	281	9	2022	CARDINAL
fcis-25702	283	1	35:24824-24837	DATE
fcis-25702	284	1	5	CARDINAL
fcis-25702	284	2	shayne longpre	PERSON
fcis-25702	284	3	barretzoph	GPE
fcis-25702	284	4	yi tay	PERSON
fcis-25702	284	5	william fedus	PERSON
fcis-25702	284	6	yunxuan li	PERSON
fcis-25702	284	7	xuezhi wang	PERSON
fcis-25702	284	8	mostafa dehghani	PERSON
fcis-25702	284	9	siddhartha brahma	PERSON
fcis-25702	284	10	2022	CARDINAL
fcis-25702	286	1	arxiv	ORG
fcis-25702	287	1	6	CARDINAL
fcis-25702	287	2	xuanli	ORG
fcis-25702	288	1	yuxiang wu	PERSON
fcis-25702	288	2	oana-maria camburu	PERSON
fcis-25702	288	3	pasquale minervini	PERSON
fcis-25702	288	4	2023	CARDINAL
fcis-25702	290	1	arxiv	ORG
fcis-25702	291	1	7	CARDINAL
fcis-25702	291	2	ankur goswami	PERSON
fcis-25702	291	3	akshata bhat	ORG
fcis-25702	291	4	hadar ohana	PERSON
fcis-25702	291	5	theodoros rekatsinas	GPE
fcis-25702	292	1	2020	DATE
fcis-25702	294	1	arxiv preprint arxiv:2010.06804	ORG
fcis-25702	295	1	8	CARDINAL
fcis-25702	295	2	xin xu	PERSON
fcis-25702	295	3	yuqi zhu	PERSON
fcis-25702	295	4	xiaohan wang	PERSON
fcis-25702	297	1	arxiv preprint arxiv:2305.01555	ORG
fcis-25702	298	1	9	CARDINAL
fcis-25702	298	2	derong xu	PERSON
fcis-25702	298	3	wei chen	PERSON
fcis-25702	298	4	wenjun peng	PERSON
fcis-25702	298	5	chao zhang	PERSON
fcis-25702	298	6	tong xu	PERSON
fcis-25702	298	7	zhao	PERSON
fcis-25702	298	8	xian wu	PERSON
fcis-25702	298	9	yefeng zheng	PERSON
fcis-25702	298	10	enhong chen	PERSON
fcis-25702	299	1	2023	CARDINAL
fcis-25702	301	1	arxiv preprint arxiv:2312.17617	ORG
fcis-25702	302	1	10	CARDINAL
fcis-25702	302	2	xiaofei sun	PERSON
fcis-25702	302	3	xiaoya li	PERSON
fcis-25702	302	4	jiwei li	PERSON
fcis-25702	302	5	fei wu	PERSON
fcis-25702	302	6	shangwei guo	PERSON
fcis-25702	302	7	tianwei zhang	PERSON
fcis-25702	302	8	guoyin wang	PERSON
fcis-25702	303	1	2023	CARDINAL
fcis-25702	305	1	arxiv preprint arxiv:2305.08377	ORG
fcis-25702	306	1	11	CARDINAL
fcis-25702	306	2	milios	GPE
fcis-25702	306	3	siva reddy	PERSON
fcis-25702	307	1	2023	CARDINAL
fcis-25702	309	1	1st	ORDINAL
fcis-25702	309	2	173	CARDINAL
fcis-25702	310	1	12	CARDINAL
fcis-25702	310	2	gaurav sahu	PERSON
fcis-25702	310	3	olga vechtomova	PERSON
fcis-25702	310	4	issam h laradji	PERSON
fcis-25702	311	1	2023	CARDINAL
fcis-25702	313	1	arxiv	ORG
fcis-25702	314	1	13	CARDINAL
fcis-25702	314	2	mihir	NORP
fcis-25702	315	1	2023	CARDINAL
fcis-25702	317	1	arxiv preprintarxiv:2310.10449	ORG
fcis-25702	318	1	14	CARDINAL
fcis-25702	318	2	youngjin chae	PERSON
fcis-25702	318	3	thomas davidson	PERSON
fcis-25702	319	1	2023	CARDINAL
fcis-25702	320	1	zero	CARDINAL
fcis-25702	322	1	15	CARDINAL
fcis-25702	322	2	jacob devlin	PERSON
fcis-25702	322	3	ming-wei chang	PERSON
fcis-25702	322	4	kenton lee	PERSON
fcis-25702	322	5	kristina toutanova	PERSON
fcis-25702	322	6	2018	DATE
fcis-25702	323	1	bert	PERSON
fcis-25702	324	1	arxiv preprint ar xiv	ORG
fcis-25702	324	2	1810.04805	CARDINAL
fcis-25702	325	1	16	CARDINAL
fcis-25702	325	2	mengzhou xia	PERSON
fcis-25702	325	3	gao	PERSON
fcis-25702	325	4	zhiyuan zeng	PERSON
fcis-25702	326	1	2023	CARDINAL
fcis-25702	328	1	arxiv preprint arxiv:2310.06694	ORG
fcis-25702	329	1	17	CARDINAL
fcis-25702	329	2	ziqing yang	PERSON
fcis-25702	329	3	xin yao	PERSON
fcis-25702	329	4	wang	PERSON
fcis-25702	330	1	2022	CARDINAL
fcis-25702	332	1	arxiv	ORG
fcis-25702	333	1	18	CARDINAL
fcis-25702	333	2	victor sanh	PERSON
fcis-25702	333	3	julien chaumond	PERSON
fcis-25702	333	4	thomas wolf	PERSON
fcis-25702	333	5	2019	DATE
fcis-25702	334	1	distilbert	PERSON
fcis-25702	334	2	bert	PERSON
fcis-25702	335	1	arxivpreprint arxiv	PERSON
fcis-25702	335	2	1910.	DATE
fcis-25702	336	1	01108	DATE
fcis-25702	337	1	19	CARDINAL
fcis-25702	337	2	chenhe dong	PERSON
fcis-25702	337	3	hang xu	PERSON
fcis-25702	337	4	jiefeng peng	PERSON
fcis-25702	337	5	xiaodan liang	PERSON
fcis-25702	337	6	2021	DATE
fcis-25702	338	1	bert	PERSON
fcis-25702	339	1	arxiv preprint arxiv:2109.07222	ORG
fcis-25702	340	1	20	CARDINAL
fcis-25702	340	2	ji lin	PERSON
fcis-25702	340	3	jiaming tang	PERSON
fcis-25702	340	4	haotian tang	PERSON
fcis-25702	340	5	shang yang	PERSON
fcis-25702	340	6	han	NORP
fcis-25702	340	7	2023	CARDINAL
fcis-25702	341	1	11	CARDINAL
fcis-25702	342	1	arxiv	ORG
fcis-25702	342	2	arxiv:2306.00978	PRODUCT
fcis-25702	343	1	21	CARDINAL
fcis-25702	343	2	elias	PERSON
fcis-25702	343	3	saleh ashkboos	PERSON
fcis-25702	343	4	torsten hoefler	PERSON
fcis-25702	343	5	dan alistarh	PERSON
fcis-25702	343	6	2022	CARDINAL
fcis-25702	344	1	arxiv	ORG
fcis-25702	344	2	2210.	DATE
fcis-25702	345	1	17323	DATE
fcis-25702	346	1	22	CARDINAL
fcis-25702	346	2	surat	GPE
fcis-25702	346	3	bradley mcdanel	PERSON
fcis-25702	346	4	hsiang tsung kung	PERSON
fcis-25702	346	5	2016	DATE
fcis-25702	348	1	2016 23	DATE
fcis-25702	348	2	2464-2469	DATE
fcis-25702	349	1	23	CARDINAL
fcis-25702	349	2	weijie liu	PERSON
fcis-25702	349	3	peng zhou	PERSON
fcis-25702	349	4	zhe zhao	PERSON
fcis-25702	349	5	zhiruo wang	PERSON
fcis-25702	349	6	haotang deng	PERSON
fcis-25702	349	7	2020	DATE
fcis-25702	350	1	fastbert	PERSON
fcis-25702	352	1	24	CARDINAL
fcis-25702	352	2	wangchunshu zhou	PERSON
fcis-25702	352	3	xu	PERSON
fcis-25702	352	4	tao ge	PERSON
fcis-25702	352	5	julian mcauley	PERSON
fcis-25702	352	6	ke xu	PERSON
fcis-25702	352	7	furu wei	PERSON
fcis-25702	352	8	2020	DATE
fcis-25702	353	1	bert	PERSON
fcis-25702	356	1	25	CARDINAL
fcis-25702	356	2	zhen zhang	PERSON
fcis-25702	356	3	wei zhu	PERSON
fcis-25702	356	4	jinfan zhang	PERSON
fcis-25702	356	5	peng wang	PERSON
fcis-25702	356	6	rize jin	PERSON
fcis-25702	356	7	tae-sun chung	ORG
fcis-25702	356	8	2022	CARDINAL
fcis-25702	357	1	pcee-bert	PERSON
fcis-25702	358	1	2022	CARDINAL
fcis-25702	358	2	327	CARDINAL
fcis-25702	359	1	26	CARDINAL
fcis-25702	359	2	jingfan zhang	PERSON
fcis-25702	359	3	ming tan	PERSON
fcis-25702	359	4	dai	ORG
fcis-25702	359	5	wei zhu	PERSON
fcis-25702	359	6	2023	CARDINAL
fcis-25702	360	1	leco	ORG
fcis-25702	361	1	61st	ORDINAL
fcis-25702	361	2	annual	DATE
fcis-25702	361	3	4	CARDINAL
fcis-25702	361	4	298-309	PRODUCT
fcis-25702	362	1	27	CARDINAL
fcis-25702	362	2	karthik narasimhan	PERSON
fcis-25702	362	3	tim salimans	PERSON
fcis-25702	362	4	ilya sutskever	ORG
fcis-25702	362	5	2018	DATE
fcis-25702	364	1	28	CARDINAL
fcis-25702	364	2	bowen shen	PERSON
fcis-25702	364	3	zheng lin	PERSON
fcis-25702	364	4	yuanxin liu	PERSON
fcis-25702	364	5	zhengxiao liu	PERSON
fcis-25702	364	6	lei wang	PERSON
fcis-25702	364	7	weiping wang	PERSON
fcis-25702	364	8	2022	CARDINAL
fcis-25702	365	1	9	CARDINAL
fcis-25702	366	1	arxiv preprint arxiv	ORG
fcis-25702	366	2	2210.15523	TIME
fcis-25702	367	1	29	CARDINAL
fcis-25702	367	2	xu	PERSON
fcis-25702	367	3	qingyu zhang	PERSON
fcis-25702	367	4	lin	PERSON
fcis-25702	367	5	yaojie lu	PERSON
fcis-25702	367	6	xianpei	ORG
fcis-25702	367	7	han	NORP
fcis-25702	367	8	weipeng chen	PERSON
fcis-25702	368	1	2024	DATE
fcis-25702	370	1	arxiv	ORG
fcis-25702	371	1	30	CARDINAL
fcis-25702	371	2	tal schuster	ORG
fcis-25702	371	3	adam fisch	PERSON
fcis-25702	371	4	jai gupta	PERSON
fcis-25702	371	5	mostafa dehghani	PERSON
fcis-25702	371	6	dara bahri	PERSON
fcis-25702	371	7	vinh tran	PERSON
fcis-25702	371	8	yi tay	PERSON
fcis-25702	371	9	donald metzler.2022	PERSON
fcis-25702	373	1	arxiv:2207.07061	NORP
fcis-25702	374	1	31	CARDINAL
fcis-25702	374	2	colin raffel	PERSON
fcis-25702	374	3	noam shazeer	PERSON
fcis-25702	374	4	adam roberts	PERSON
fcis-25702	374	5	katherine lee	PERSON
fcis-25702	374	6	sharan narang	PERSON
fcis-25702	374	7	michael matena	PERSON
fcis-25702	374	8	yanqi zhou	PERSON
fcis-25702	374	9	wei li	PERSON
fcis-25702	374	10	peter j liu.	PERSON
fcis-25702	375	1	2020	DATE
fcis-25702	377	1	21(140):1	CARDINAL
fcis-25702	378	1	32	CARDINAL
fcis-25702	378	2	thibaut lavril	PERSON
fcis-25702	378	3	gautier izacard	ORG
fcis-25702	378	4	xavier martinet	PERSON
fcis-25702	378	5	marie-anne lachaux	ORG
fcis-25702	378	6	baptiste rozière	PERSON
fcis-25702	378	7	eric hambro	PERSON
fcis-25702	378	8	faisal azhar	PERSON
fcis-25702	378	9	2023	CARDINAL
fcis-25702	380	1	arxiv	ORG
fcis-25702	381	1	33	CARDINAL
fcis-25702	381	2	del corro	PERSON
fcis-25702	381	3	allie del giorno	PERSON
fcis-25702	381	4	sahaj agarwal	PERSON
fcis-25702	381	5	bin yu	PERSON
fcis-25702	381	6	ahmed awadallah	PERSON
fcis-25702	381	7	subhabrata mukher jee	PERSON
fcis-25702	381	8	2023	CARDINAL
fcis-25702	382	1	2307. 02628	DATE
fcis-25702	383	1	34	CARDINAL
fcis-25702	383	2	ercong nie	PERSON
fcis-25702	383	3	michael färber	PERSON
fcis-25702	383	4	2024	CARDINAL
fcis-25702	386	1	arxiv	ORG
fcis-25702	387	1	35	CARDINAL
fcis-25702	387	2	wei zhu	PERSON
fcis-25702	387	3	2021	CARDINAL
fcis-25702	388	1	leebert	PERSON
fcis-25702	389	1	59th	ORDINAL
fcis-25702	389	2	annual	DATE
fcis-25702	389	3	11th	ORDINAL
fcis-25702	389	4	1	CARDINAL
fcis-25702	389	5	2968-2980	CARDINAL
fcis-25702	390	1	36	CARDINAL
fcis-25702	390	2	ari holtzman	PERSON
fcis-25702	390	3	jan buys	GPE
fcis-25702	390	4	li du	PERSON
fcis-25702	390	5	maxwell forbes	PERSON
fcis-25702	391	1	2019	DATE
fcis-25702	393	1	arxiv	ORG
fcis-25702	394	1	37	CARDINAL
fcis-25702	394	2	edward j hu	PERSON
fcis-25702	394	3	yelong shen	PERSON
fcis-25702	394	4	phillip wallis	PERSON
fcis-25702	394	5	zeyuan allen-zhu	PERSON
fcis-25702	394	6	yuanzhi li	PERSON
fcis-25702	394	7	shean wang	PERSON
fcis-25702	394	8	lu wang	PERSON
fcis-25702	394	9	weizhu chen	PERSON
fcis-25702	394	10	2021	DATE
fcis-25702	395	1	lora	PERSON
fcis-25702	395	2	adap-tation	ORG
fcis-25702	396	1	arxiv preprint arxiv:2106.09685	ORG
fcis-25702	397	1	38	CARDINAL
fcis-25702	397	2	jaemin cho	PERSON
fcis-25702	397	3	mohit bansal	PERSON
fcis-25702	397	4	2022	CARDINAL
fcis-25702	399	1	35:12991-13005	DATE
fcis-25702	400	1	39	CARDINAL
fcis-25702	400	2	ronald j williams.	PERSON
fcis-25702	400	3	1992	DATE
fcis-25702	402	1	8:229	CARDINAL
fcis-25702	403	1	40	CARDINAL
fcis-25702	403	2	richard s sutton	PERSON
fcis-25702	403	3	david mcallester	PERSON
fcis-25702	403	4	satinder singh	GPE
fcis-25702	403	5	mansour	PERSON
fcis-25702	403	6	1999	DATE
fcis-25702	405	1	12	CARDINAL
fcis-25702	406	1	41	CARDINAL
fcis-25702	406	2	tim dettmers	PERSON
fcis-25702	406	3	ari holtzman	PERSON
fcis-25702	406	4	luke zettlemoyer	PERSON
fcis-25702	407	1	2024	DATE
fcis-25702	408	1	qlora	PERSON
fcis-25702	409	1	36	CARDINAL
fcis-25702	410	1	42	CARDINAL
fcis-25702	410	2	sumit chopra	PERSON
fcis-25702	410	3	michael auli	PERSON
fcis-25702	410	4	wojciech zaremba	GPE
fcis-25702	411	1	2015	DATE
fcis-25702	413	1	arxiv preprint arxiv:1511.06732	ORG
fcis-25702	414	1	43	CARDINAL
fcis-25702	414	2	alex wang	PERSON
fcis-25702	414	3	amanpreet singh	GPE
fcis-25702	414	4	julian michael	PERSON
fcis-25702	414	5	felix hill	PERSON
fcis-25702	414	6	omer levy	PERSON
fcis-25702	414	7	samuel r bowman.	PERSON
fcis-25702	414	8	2018	DATE
fcis-25702	416	1	arxiv	ORG
fcis-25702	417	1	44	CARDINAL
fcis-25702	417	2	thomas wolf	PERSON
fcis-25702	417	3	victor sanh	PERSON
fcis-25702	417	4	julien chaumond	PERSON
fcis-25702	417	5	clement delangue	PERSON
fcis-25702	417	6	anthony moi	PERSON
fcis-25702	417	7	tim rault	PERSON
fcis-25702	417	8	morgan funtowicz	ORG
fcis-25702	417	9	2020	DATE
fcis-25702	419	1	2020	DATE
fcis-25702	419	2	38-45	DATE
fcis-25702	420	1	45	CARDINAL
fcis-25702	420	2	jeffrey wu	PERSON
fcis-25702	420	3	david luan	PERSON
fcis-25702	420	4	dario amodei	PERSON
fcis-25702	420	5	ilya sutskever	ORG
fcis-25702	420	6	2019	DATE
fcis-25702	422	1	openai blog	PERSON
fcis-25702	422	2	1(8):9	CARDINAL
fcis-25702	423	1	46	CARDINAL
fcis-25702	423	2	susan zhang	PERSON
fcis-25702	423	3	stephen roller	PERSON
fcis-25702	423	4	moya chen	PERSON
fcis-25702	423	5	shuohui chen	PERSON
fcis-25702	423	6	christopher dewan	PERSON
fcis-25702	423	7	mona diab	PERSON
fcis-25702	423	8	xian li	PERSON
fcis-25702	423	9	victoria lin	PERSON
fcis-25702	423	10	2022	CARDINAL
fcis-25702	424	1	arxiv preprint arxiv:2205	ORG
fcis-25702	425	1	47	CARDINAL
fcis-25702	425	2	hamza alobeidli	GPE
fcis-25702	425	3	abdulaziz al shamsi	PERSON
fcis-25702	425	4	alessandro cappelli	PERSON
fcis-25702	425	5	ruxandra cojocaru	PERSON
fcis-25702	425	6	mérouane debbah	GPE
fcis-25702	425	7	daniel hesslow	PERSON
fcis-25702	425	8	julien launay	PERSON
fcis-25702	425	9	quentin malartic	PERSON
fcis-25702	425	10	2023	CARDINAL
fcis-25702	427	1	arxiv preprint arxiv:2311.16867	ORG
fcis-25702	428	1	48	CARDINAL
fcis-25702	428	2	michael krell	PERSON
fcis-25702	428	3	matej kosec	PERSON
fcis-25702	428	4	sergio p perez	PERSON
fcis-25702	428	5	andrew fitzgibbon	PERSON
fcis-25702	429	1	2021	CARDINAL
fcis-25702	431	1	arxiv	ORG
fcis-25702	432	1	49	CARDINAL
fcis-25702	432	2	frank hutter	PERSON
fcis-25702	433	1	2017	CARDINAL
fcis-25702	434	1	decou	PERSON
fcis-25702	435	1	arxiv	ORG
fcis-25702	435	2	arxiv:1711.05101	PERSON
fcis-25702	436	1	50	CARDINAL
fcis-25702	436	2	yifei yang	PERSON
fcis-25702	436	3	hai zhao	PERSON
fcis-25702	437	1	2024	DATE
fcis-25702	439	1	arxiv preprint arxiv:2402.11187	ORG
fcis-25702	440	1	51	CARDINAL
fcis-25702	440	2	koyel chakraborty	ORG
fcis-25702	440	3	siddhartha bhattacharyya	PERSON
fcis-25702	441	1	2020	DATE
fcis-25702	443	1	7(2	CARDINAL
fcis-25702	443	2	450	CARDINAL
fcis-25702	444	1	52	CARDINAL
fcis-25702	444	2	weiwei sun	PERSON
fcis-25702	444	3	lingyong yan	PERSON
fcis-25702	444	4	xinyu ma	PERSON
fcis-25702	444	5	pengjie ren	PERSON
fcis-25702	444	6	dawei yin	PERSON
fcis-25702	444	7	zhaochun ren	PERSON
fcis-25702	444	8	2023	CARDINAL
fcis-25702	446	1	arxiv	ORG
fcis-25702	447	1	53	CARDINAL
fcis-25702	447	2	lei li	PERSON
fcis-25702	447	3	damai dai	PERSON
fcis-25702	447	4	ce zheng	PERSON
fcis-25702	447	5	zhiyong wu	PERSON
fcis-25702	447	6	baobao chang	PERSON
fcis-25702	447	7	xu sun	PERSON
fcis-25702	447	8	jingjing xu	PERSON
fcis-25702	447	9	zhifang sui	PERSON
fcis-25702	447	10	2022	CARDINAL
fcis-25702	449	1	arxiv preprint arxiv	ORG
fcis-25702	449	2	2301. 00234	DATE
fcis-25702	450	1	nlu	LAW
fcis-25702	452	1	first	ORDINAL
fcis-25702	453	1	51	CARDINAL
fcis-25702	454	1	two	CARDINAL
fcis-25702	454	2	52	CARDINAL
fcis-25702	455	1	second	ORDINAL
fcis-25702	455	2	53	CARDINAL
fcis-25702	455	3	10	CARDINAL
fcis-25702	456	1	chae	PERSON
fcis-25702	456	2	davidson	PERSON
fcis-25702	457	1	14	CARDINAL
fcis-25702	459	1	nlu	ORG
fcis-25702	459	2	10	CARDINAL
fcis-25702	459	3	microsoft	ORG
fcis-25702	459	4	two	CARDINAL
fcis-25702	461	1	sst-2	ORG
fcis-25702	461	2	stanford	ORG
fcis-25702	463	1	two	CARDINAL
fcis-25702	465	1	4	CARDINAL
fcis-25702	465	2	4	CARDINAL
fcis-25702	466	1	gpt2-xl	ORG
fcis-25702	467	1	45	CARDINAL
fcis-25702	467	2	1.5b 1600 4	DATE
fcis-25702	467	3	46	CARDINAL
fcis-25702	467	4	47	CARDINAL
fcis-25702	467	5	7b	CARDINAL
fcis-25702	467	6	3	CARDINAL
fcis-25702	467	7	llama2-7b	ORG
fcis-25702	468	1	32	CARDINAL
fcis-25702	468	2	7b	CARDINAL
fcis-25702	468	3	nlu	LOC
fcis-25702	468	4	5	CARDINAL
fcis-25702	468	5	5	CARDINAL
fcis-25702	469	1	nlu	CARDINAL
fcis-25702	470	1	rte mrpc cola sst-2	ORG
fcis-25702	470	2	gpt2-xl	ORG
fcis-25702	470	3	62.5 68.5	QUANTITY
fcis-25702	470	4	82.5	CARDINAL
fcis-25702	470	5	42.3	CARDINAL
fcis-25702	470	6	88.2	CARDINAL
fcis-25702	470	7	63.7 70.5	QUANTITY
fcis-25702	470	8	40.7	CARDINAL
fcis-25702	470	9	66.8 75.9	CARDINAL
fcis-25702	470	10	89.1	CARDINAL
fcis-25702	470	11	55.1	CARDINAL
fcis-25702	470	12	92.4	CARDINAL
fcis-25702	470	13	68.8	CARDINAL
fcis-25702	470	14	90.5	CARDINAL
fcis-25702	470	15	92.7	CARDINAL