id	sid	eid	entity	type
fcis-29191	1	1	2832-6024	DATE
fcis-29191	2	1	11	CARDINAL
fcis-29191	2	2	1	CARDINAL
fcis-29191	2	3	zhai	PERSON
fcis-29191	2	4	yunyang bu	PERSON
fcis-29191	2	5	han	NORP
fcis-29191	2	6	fanliang bu * department	PERSON
fcis-29191	2	7	university of china	ORG
fcis-29191	2	8	beijing	GPE
fcis-29191	2	9	china	GPE
fcis-29191	2	10	fanliang bu	PERSON
fcis-29191	6	1	two	CARDINAL
fcis-29191	8	1	84.77%	PERCENT
fcis-29191	8	2	2.36%	PERCENT
fcis-29191	10	1	bert	PERSON
fcis-29191	11	1	1.	CARDINAL
fcis-29191	24	1	bert	PERSON
fcis-29191	25	1	1	CARDINAL
fcis-29191	28	1	2	CARDINAL
fcis-29191	30	1	3	CARDINAL
fcis-29191	31	1	2	CARDINAL
fcis-29191	31	2	2.1	CARDINAL
fcis-29191	32	1	bayes	ORG
fcis-29191	32	2	k 30	ORG
fcis-29191	36	1	bert	PERSON
fcis-29191	40	1	10	CARDINAL
fcis-29191	40	2	gnn	ORG
fcis-29191	47	1	2.2	CARDINAL
fcis-29191	49	1	bayes	ORG
fcis-29191	50	1	chavan	GPE
fcis-29191	51	1	al	PERSON
fcis-29191	51	2	myspace	GPE
fcis-29191	53	1	four	CARDINAL
fcis-29191	53	2	cnn	ORG
fcis-29191	53	3	lstm	ORG
fcis-29191	53	4	blstm	ORG
fcis-29191	54	1	cnn	ORG
fcis-29191	54	2	arabic	LANGUAGE
fcis-29191	56	1	china	GPE
fcis-29191	57	1	huang	PERSON
fcis-29191	58	1	qiang lan[21	PERSON
fcis-29191	58	2	chinese	NORP
fcis-29191	59	1	wang	PERSON
fcis-29191	60	1	3	CARDINAL
fcis-29191	60	2	1	CARDINAL
fcis-29191	61	1	31	CARDINAL
fcis-29191	61	2	first	ORDINAL
fcis-29191	61	3	bert	ORG
fcis-29191	61	4	roberta	PERSON
fcis-29191	65	1	1	CARDINAL
fcis-29191	65	2	3.1	CARDINAL
fcis-29191	66	1	firstly	ORDINAL
fcis-29191	68	1	xpos	PERSON
fcis-29191	70	1	affine	ORG
fcis-29191	72	1	two	CARDINAL
fcis-29191	73	1	affine	ORG
fcis-29191	73	2	2	CARDINAL
fcis-29191	75	1	h(arc-dep	PERSON
fcis-29191	75	2	two	CARDINAL
fcis-29191	76	1	h(arc-dep	PERSON
fcis-29191	77	1	s(arc	ORG
fcis-29191	78	1	2	CARDINAL
fcis-29191	78	2	3.2	CARDINAL
fcis-29191	80	1	12	CARDINAL
fcis-29191	88	1	two	CARDINAL
fcis-29191	89	1	pmi	ORG
fcis-29191	94	1	1	CARDINAL
fcis-29191	95	1	two	CARDINAL
fcis-29191	96	1	32	CARDINAL
fcis-29191	96	2	1	CARDINAL
fcis-29191	96	3	0	CARDINAL
fcis-29191	100	1	idf	ORG
fcis-29191	103	1		ORG
fcis-29191	103	2	  	PERSON
fcis-29191	103	3	2	CARDINAL
fcis-29191	104	1	bert	PERSON
fcis-29191	104	2	roberta	PERSON
fcis-29191	104	3		GPE
fcis-29191	106	1	doc n n	ORG
fcis-29191	108	1		GPE
fcis-29191	109	1	3	CARDINAL
fcis-29191	110	1	1	CARDINAL
fcis-29191	110	2	i il al w	PERSON
fcis-29191	110	3	4	CARDINAL
fcis-29191	110	4	1 1 2 2a	QUANTITY
fcis-29191	111	1	1	CARDINAL
fcis-29191	112	1		NORP
fcis-29191	113	1	softmax	PERSON
fcis-29191	114	1	5	CARDINAL
fcis-29191	115	1	bert	PERSON
fcis-29191	116	1	1 ln	CARDINAL
fcis-29191	119	1	6	CARDINAL
fcis-29191	121	1	softmax	PERSON
fcis-29191	121	2	7	CARDINAL
fcis-29191	121	3	bert	PERSON
fcis-29191	121	4	1	CARDINAL
fcis-29191	122	1	two	CARDINAL
fcis-29191	123	1	λ=1	ORG
fcis-29191	127	1	4	CARDINAL
fcis-29191	127	2	4.1	CARDINAL
fcis-29191	128	1	wang	ORG
fcis-29191	129	1	23	CARDINAL
fcis-29191	131	1	wang et al	PERSON
fcis-29191	131	2	16	CARDINAL
fcis-29191	131	3	six	CARDINAL
fcis-29191	133	1	approximately 48000	CARDINAL
fcis-29191	135	1	six	CARDINAL
fcis-29191	137	1	47242	CARDINAL
fcis-29191	137	2	322	CARDINAL
fcis-29191	137	3	3	CARDINAL
fcis-29191	137	4	25	CARDINAL
fcis-29191	137	5	6	CARDINAL
fcis-29191	138	1	1	CARDINAL
fcis-29191	138	2	1	CARDINAL
fcis-29191	139	1	7802 age 7990	DATE
fcis-29191	139	2	7954	DATE
fcis-29191	139	3	7918 religion 7997	DATE
fcis-29191	139	4	4.2	CARDINAL
fcis-29191	140	1	bert	PERSON
fcis-29191	140	2	roberta	PERSON
fcis-29191	141	1	bert	PERSON
fcis-29191	141	2	roberta	PERSON
fcis-29191	141	3	two	CARDINAL
fcis-29191	142	1	bert	PERSON
fcis-29191	142	2	roberta modules	PERSON
fcis-29191	142	3	1e-5	CARDINAL
fcis-29191	143	1	4.3	CARDINAL
fcis-29191	143	2	textrnn	GPE
fcis-29191	143	3	bert	PERSON
fcis-29191	143	4	roberta	PERSON
fcis-29191	144	1	33	CARDINAL
fcis-29191	146	1	max	PERSON
fcis-29191	147	1	textrnn	PERSON
fcis-29191	147	2	rnn	ORG
fcis-29191	148	1	rnn	ORG
fcis-29191	149	1	bert	PERSON
fcis-29191	150	1	roberta	PERSON
fcis-29191	150	2	bert	PERSON
fcis-29191	151	1	4.4	CARDINAL
fcis-29191	153	1	f1	PERSON
fcis-29191	155	1	fp	ORG
fcis-29191	159	1	9	CARDINAL
fcis-29191	159	2	10	CARDINAL
fcis-29191	159	3	tp	PERSON
fcis-29191	159	4	11	CARDINAL
fcis-29191	159	5	1 2	CARDINAL
fcis-29191	160	1	12	CARDINAL
fcis-29191	162	1	firstly	ORDINAL
fcis-29191	163	1	1 n ii tp	QUANTITY
fcis-29191	163	2		ORG
fcis-29191	163	3	13	CARDINAL
fcis-29191	163	4	1 n	QUANTITY
fcis-29191	164	1	w	PERSON
fcis-29191	164	2		PERSON
fcis-29191	164	3	14	CARDINAL
fcis-29191	164	4	w	PERSON
fcis-29191	164	5		TIME
fcis-29191	164	6	15	CARDINAL
fcis-29191	164	7	11 1 n	QUANTITY
fcis-29191	166	1		TIME
fcis-29191	166	2	16	CARDINAL
fcis-29191	168	1	wi	ORG
fcis-29191	168	2	ri	GPE
fcis-29191	168	3	f1	PERSON
fcis-29191	169	1	4.5	CARDINAL
fcis-29191	169	2	2	CARDINAL
fcis-29191	169	3	bert	PERSON
fcis-29191	169	4	roberta	PERSON
fcis-29191	170	1	roberta	PERSON
fcis-29191	171	1	bert	ORG
fcis-29191	171	2	82.41%	PERCENT
fcis-29191	171	3	82.30%	PERCENT
fcis-29191	172	1	2.36%	PERCENT
fcis-29191	172	2	1.83%	PERCENT
fcis-29191	173	1	2	CARDINAL
fcis-29191	174	1	2	CARDINAL
fcis-29191	174	2	1	CARDINAL
fcis-29191	175	1	2	CARDINAL
fcis-29191	176	1	2	CARDINAL
fcis-29191	177	1	76.52	CARDINAL
fcis-29191	177	2	76.44	CARDINAL
fcis-29191	177	3	80.52	CARDINAL
fcis-29191	177	4	80.24	MONEY
fcis-29191	177	5	80.04	CARDINAL
fcis-29191	177	6	81.51	CARDINAL
fcis-29191	177	7	81.01	CARDINAL
fcis-29191	177	8	roberta	PERSON
fcis-29191	177	9	82.41	CARDINAL
fcis-29191	177	10	82.30	CARDINAL
fcis-29191	177	11	84.23	MONEY
fcis-29191	177	12	84.02	CARDINAL
fcis-29191	177	13	84.77	CARDINAL
fcis-29191	179	1	3	CARDINAL
fcis-29191	179	2	3	CARDINAL
fcis-29191	179	3	34	CARDINAL
fcis-29191	183	1	robert	PERSON
fcis-29191	185	1	robert	PERSON
fcis-29191	186	1	3	CARDINAL
fcis-29191	187	1	robert 79.64 79.81	PERSON
fcis-29191	187	2	82.95 82.93	CARDINAL
fcis-29191	187	3	82.51 82.34	CARDINAL
fcis-29191	188	1	84.77	CARDINAL
fcis-29191	190	1	bert	PERSON
fcis-29191	193	1	1	CARDINAL
fcis-29191	193	2	wu	PERSON
fcis-29191	193	3	categorization[j	PERSON
fcis-29191	194	1	1999	DATE
fcis-29191	194	2	10(5	DATE
fcis-29191	194	3	1048-1054	CARDINAL
fcis-29191	195	1	2	CARDINAL
fcis-29191	196	1	bayes text classification[c]//aaai-98 workshop on learning	ORG
fcis-29191	197	1	1998	DATE
fcis-29191	197	2	752(1	DATE
fcis-29191	197	3	41	CARDINAL
fcis-29191	198	1	3	CARDINAL
fcis-29191	198	2	hart	FAC
fcis-29191	199	1	1967	DATE
fcis-29191	199	2	13(1	DATE
fcis-29191	199	3	21-27	DATE
fcis-29191	200	1	4	CARDINAL
fcis-29191	200	2	kotsiantis	ORG
fcis-29191	201	1	2013	DATE
fcis-29191	201	2	39	CARDINAL
fcis-29191	201	3	261	CARDINAL
fcis-29191	202	1	5	CARDINAL
fcis-29191	202	2	kim y. convolutional neural	PERSON
fcis-29191	202	3	2014	DATE
fcis-29191	203	1	6	CARDINAL
fcis-29191	203	2	qin	PERSON
fcis-29191	203	3	liu t.	PERSON
fcis-29191	203	4	2015	CARDINAL
fcis-29191	204	1	2015	CARDINAL
fcis-29191	204	2	1422-1432	CARDINAL
fcis-29191	205	1	7	CARDINAL
fcis-29191	206	1	2017	CARDINAL
fcis-29191	207	1	8	CARDINAL
fcis-29191	207	2	devlin j. bert	PERSON
fcis-29191	208	1	arxiv preprint arxiv	ORG
fcis-29191	208	2	1810. 04805, 2018	DATE
fcis-29191	209	1	9	CARDINAL
fcis-29191	209	2	pan s	PERSON
fcis-29191	209	3	chen f	PERSON
fcis-29191	211	1	2020	DATE
fcis-29191	211	2	4	CARDINAL
fcis-29191	212	1	10	CARDINAL
fcis-29191	212	2	m. semi-	PERSON
fcis-29191	213	1	arxiv preprint arxiv	ORG
fcis-29191	213	2	1609. 02907	DATE
fcis-29191	213	3	2016	DATE
fcis-29191	214	1	11	CARDINAL
fcis-29191	214	2	luo y. graph convolutional	PERSON
fcis-29191	215	1	2019	DATE
fcis-29191	215	2	7370-7377	DATE
fcis-29191	216	1	12	CARDINAL
fcis-29191	216	2	velickovic p	PERSON
fcis-29191	219	1	2017	DATE
fcis-29191	219	2	1050(20	DATE
fcis-29191	219	3	10-48550	DATE
fcis-29191	220	1	13	CARDINAL
fcis-29191	220	2	yang t	PERSON
fcis-29191	220	3	2019	CARDINAL
fcis-29191	220	4	9th	ORDINAL
fcis-29191	221	1	2019	CARDINAL
fcis-29191	221	2	4821-4830	CARDINAL
fcis-29191	222	1	14	CARDINAL
fcis-29191	222	2	meng y	PERSON
fcis-29191	222	3	sun x	PERSON
fcis-29191	222	4	bertgcn	PERSON
fcis-29191	223	1	arxiv preprint arxiv	ORG
fcis-29191	223	2	2105.05727	CARDINAL
fcis-29191	223	3	2021	DATE
fcis-29191	224	1	15	CARDINAL
fcis-29191	224	2	dinakar k	PERSON
fcis-29191	224	3	lieberman h.	PERSON
fcis-29191	225	1	2011	DATE
fcis-29191	225	2	5(3	DATE
fcis-29191	225	3	1117	DATE
fcis-29191	226	1	16	CARDINAL
fcis-29191	226	2	shylaja s s.	PERSON
fcis-29191	227	1	2015	CARDINAL
fcis-29191	227	2	2354-2358	CARDINAL
fcis-29191	228	1	17	CARDINAL
fcis-29191	228	2	liu y	PERSON
fcis-29191	228	3	2015	CARDINAL
fcis-29191	228	4	2015	CARDINAL
fcis-29191	229	1	2015	CARDINAL
fcis-29191	229	2	280-285	CARDINAL
fcis-29191	230	1	18	CARDINAL
fcis-29191	230	2	agrawal s	ORG
fcis-29191	230	3	awekar a. deep learning	PERSON
fcis-29191	231	1	2018	DATE
fcis-29191	231	2	141	CARDINAL
fcis-29191	232	1	19	CARDINAL
fcis-29191	232	2	daraghmi	GPE
fcis-29191	233	1	cnn	ORG
fcis-29191	233	2	arabic	NORP
fcis-29191	234	1	2024	DATE
fcis-29191	235	1	20	CARDINAL
fcis-29191	235	2	huang r. implementation	PERSON
fcis-29191	236	1	wuhan	GPE
fcis-29191	237	1	21	CARDINAL
fcis-29191	237	2	qiang l.	PERSON
fcis-29191	238	1	taiyuan: north university of china,2020	ORG
fcis-29191	239	1	22	CARDINAL
fcis-29191	239	2	wang	PERSON
fcis-29191	239	3	zhang p	PERSON
fcis-29191	239	4	gu n	PERSON
fcis-29191	241	1	prospects[j	NORP
fcis-29191	242	1	chinese	NORP
fcis-29191	243	1	23	CARDINAL
fcis-29191	243	2	wang j	PERSON
fcis-29191	243	3	fu k	PERSON
fcis-29191	245	1	2020	DATE
fcis-29191	245	2	1699-1708	CARDINAL