id	sid	eid	entity	type
fcis-30297	1	1	2832-6024	DATE
fcis-30297	2	1	12	CARDINAL
fcis-30297	2	2	1	CARDINAL
fcis-30297	2	3	2025 1	DATE
fcis-30297	2	4	minghao	NORP
fcis-30297	2	5	peng chu *	PERSON
fcis-30297	2	6	xijing university	ORG
fcis-30297	2	7	xi’an	GPE
fcis-30297	2	8	shaanxi	GPE
fcis-30297	2	9	china	GPE
fcis-30297	2	10	peng chu	PERSON
fcis-30297	7	1	1	CARDINAL
fcis-30297	11	1	recent years	DATE
fcis-30297	17	1	two	CARDINAL
fcis-30297	17	2	1.efficientformerv2	CARDINAL
fcis-30297	17	3	resnet-18	DATE
fcis-30297	17	4	5	CARDINAL
fcis-30297	19	1	6	CARDINAL
fcis-30297	22	1	efficientformerv2	PERSON
fcis-30297	23	1	snr conditions	PERSON
fcis-30297	24	1	section 2	LAW
fcis-30297	24	2	3	CARDINAL
fcis-30297	24	3	section 4	LAW
fcis-30297	25	1	2	CARDINAL
fcis-30297	25	2	2.1	CARDINAL
fcis-30297	33	1	2	CARDINAL
fcis-30297	36	1	2.2	CARDINAL
fcis-30297	39	1	o'shea et al	PERSON
fcis-30297	40	1	first	ORDINAL
fcis-30297	42	1	9	CARDINAL
fcis-30297	43	1	snr	PRODUCT
fcis-30297	44	1	rnn	ORG
fcis-30297	45	1	recent years	DATE
fcis-30297	45	2	cnn	ORG
fcis-30297	45	3	cnn	ORG
fcis-30297	48	1	2.3	CARDINAL
fcis-30297	50	1	cnn	ORG
fcis-30297	55	1	2.4	CARDINAL
fcis-30297	56	1	first	ORDINAL
fcis-30297	57	1	four	CARDINAL
fcis-30297	57	2	1	CARDINAL
fcis-30297	57	3	1	CARDINAL
fcis-30297	59	1	640	CARDINAL
fcis-30297	60	1	2.4.2	ORG
fcis-30297	62	1	resnet-50	DATE
fcis-30297	62	2	resnet-101	PERSON
fcis-30297	63	1	three	CARDINAL
fcis-30297	63	2	s5	GPE
fcis-30297	64	1	two	CARDINAL
fcis-30297	64	2	aifi	PERSON
fcis-30297	64	3	cnn	ORG
fcis-30297	66	1	3 2.4.4	CARDINAL
fcis-30297	69	1	hungarian	NORP
fcis-30297	69	2	one	CARDINAL
fcis-30297	71	1	2.5	CARDINAL
fcis-30297	74	1	aifi	PERSON
fcis-30297	77	1	2.6.	CARDINAL
fcis-30297	79	1	efficientformerv2	ORG
fcis-30297	81	1	3	CARDINAL
fcis-30297	81	2	3.1	CARDINAL
fcis-30297	85	1	shifting[11	FAC
fcis-30297	87	1	3.2	CARDINAL
fcis-30297	88	1	efficientformerv2	PERSON
fcis-30297	91	1	13	CARDINAL
fcis-30297	92	1	aifi	PERSON
fcis-30297	96	1	3.3	CARDINAL
fcis-30297	97	1	0.001	CARDINAL
fcis-30297	98	1	4	CARDINAL
fcis-30297	99	1	250	CARDINAL
fcis-30297	100	1	each epoch	DATE
fcis-30297	101	1	0.0001	CARDINAL
fcis-30297	102	1	1.0	CARDINAL
fcis-30297	104	1	10	CARDINAL
fcis-30297	105	1	3.4	CARDINAL
fcis-30297	107	1	4	CARDINAL
fcis-30297	107	2	resnet-18	DATE
fcis-30297	107	3	efficientformerv2	PERSON
fcis-30297	110	1	3.5	CARDINAL
fcis-30297	110	2	30	CARDINAL
fcis-30297	112	1	8psk	CARDINAL
fcis-30297	112	2	16qam	CARDINAL
fcis-30297	112	3	64qam	CARDINAL
fcis-30297	113	1	1024	CARDINAL
fcis-30297	113	2	1	CARDINAL
fcis-30297	115	1	30	CARDINAL
fcis-30297	116	1	70%	PERCENT
fcis-30297	116	2	15%	PERCENT
fcis-30297	116	3	15%	PERCENT
fcis-30297	117	1	2	CARDINAL
fcis-30297	117	2	4	CARDINAL
fcis-30297	117	3	4.1	CARDINAL
fcis-30297	118	1	first	ORDINAL
fcis-30297	118	2	cnn	ORG
fcis-30297	119	1	∑	PERSON
fcis-30297	119	2	1	CARDINAL
fcis-30297	124	1	0.001	CARDINAL
fcis-30297	124	2	0.5	CARDINAL
fcis-30297	125	1	3	CARDINAL
fcis-30297	125	2	30db	CARDINAL
fcis-30297	126	1	nine	CARDINAL
fcis-30297	129	1	3	CARDINAL
fcis-30297	130	1	30	CARDINAL
fcis-30297	130	2	4.2	CARDINAL
fcis-30297	131	1	250	CARDINAL
fcis-30297	132	1	4	CARDINAL
fcis-30297	132	2	approximately 0.2	CARDINAL
fcis-30297	133	1	5	CARDINAL
fcis-30297	134	1	71.7%	PERCENT
fcis-30297	134	2	72%	PERCENT
fcis-30297	135	1	two	CARDINAL
fcis-30297	137	1	5	CARDINAL
fcis-30297	138	1	4	CARDINAL
fcis-30297	139	1	5	CARDINAL
fcis-30297	141	1	5	CARDINAL
fcis-30297	149	1	pålsson j	PERSON
fcis-30297	149	2	hernandez-diaz	PERSON
fcis-30297	151	1	arxiv preprint arxiv:2212.04786	ORG
fcis-30297	151	2	2022	CARDINAL
fcis-30297	152	1	2	CARDINAL
fcis-30297	152	2	o. a.	PERSON
fcis-30297	153	1	2007	DATE
fcis-30297	156	1	3	CARDINAL
fcis-30297	156	2	o'shea	PERSON
fcis-30297	156	3	t. j., & hoydis	PERSON
fcis-30297	156	4	j. (	PERSON
fcis-30297	156	5	2017	CARDINAL
fcis-30297	159	1	4	CARDINAL
fcis-30297	159	2	m.	PERSON
fcis-30297	160	1	2018	DATE
fcis-30297	162	1	5	CARDINAL
fcis-30297	162	2	2022	CARDINAL
fcis-30297	164	1	2022	CARDINAL
fcis-30297	165	1	efficientformerv2	PERSON
fcis-30297	166	1	2024	CARDINAL
fcis-30297	166	2	histoformer	PERSON
fcis-30297	167	1	2024	DATE
fcis-30297	168	1	8	CARDINAL
fcis-30297	168	2	d. p.	PERSON
fcis-30297	168	3	j. (	PERSON
fcis-30297	168	4	2014	DATE
fcis-30297	169	1	adam	PERSON
fcis-30297	170	1	9	CARDINAL
fcis-30297	170	2	a.	PERSON
fcis-30297	170	3	h., & karbasi	ORG
fcis-30297	170	4	a. digital modulation classification	PERSON
fcis-30297	171	1	2017	CARDINAL
fcis-30297	171	2	65(11	CARDINAL
fcis-30297	171	3	4658-4668	DATE
fcis-30297	172	1	10	CARDINAL
fcis-30297	172	2	s., & schmidhuber	ORG
fcis-30297	172	3	j. long	PERSON
fcis-30297	173	1	1997	DATE
fcis-30297	173	2	9(8	CARDINAL
fcis-30297	173	3	1735-1780	CARDINAL
fcis-30297	174	1	11	CARDINAL
fcis-30297	174	2	orr	PERSON
fcis-30297	174	3	g. b.	PERSON
fcis-30297	175	1	2012	DATE
fcis-30297	177	1	g. montavon	PERSON
fcis-30297	177	2	g. b. orr	PERSON
fcis-30297	178	1	müller	PERSON
fcis-30297	179	1	9-48	CARDINAL
fcis-30297	181	1	12	CARDINAL
fcis-30297	181	2	c., & khoshgoftaar	ORG
fcis-30297	181	3	t. m.	PERSON
fcis-30297	182	1	6(60	CARDINAL
fcis-30297	182	2	2019	CARDINAL
fcis-30297	183	1	1-48	CARDINAL
fcis-30297	184	1	13	CARDINAL
fcis-30297	184	2	l.	GPE
fcis-30297	184	3	1998	DATE
fcis-30297	186	1	g. b. orr & k.-r	PERSON
fcis-30297	187	1	müller	PERSON
fcis-30297	188	1	55-69	CARDINAL
fcis-30297	190	1	14] dosovitskiy	DATE
fcis-30297	190	2	a.	PERSON
fcis-30297	190	3	beyer	ORG
fcis-30297	190	4	l.	PERSON
fcis-30297	190	5	kolesnikov	PERSON
fcis-30297	190	6	a.	PERSON
fcis-30297	190	7	d.	NORP
fcis-30297	190	8	2020	DATE
fcis-30297	191	1	16x16	CARDINAL