Table 5 The detailed results of the baselines for each type of entity.

Models	Metrics	BIS	OTH	COM	CRO	DIS	DRUG	FER	ORG	PART	PER	PET	PAOG	CUL
BiLSTM-CRF	Precision	91.38	64.51	71.42	95.28	97.86	90.41	85.57	70.99	88.96	89.79	96.65	91.57	88.45
	Recall	93.92	52.83	81.89	96.05	97.81	90.74	86.86	73.88	88.83	90.68	96.99	93.21	90.04
	F₁	92.62	57.69	75.93	95.66	97.83	90.57	86.16	72.37	88.89	90.23	96.82	92.35	89.23
BERT_frozen-BiLSTM-CRF	Precision	91.11	62.01	71.49	96.06	97.57	91.66	85.36	71.92	90.00	90.49	96.77	87.69	89.02
	Recall	96.69	58.25	83.38	96.28	97.94	92.56	90.41	80.76	90.77	91.31	97.24	91.79	91.30
	F₁	93.81	60.03	76.72	96.17	97.75	92.11	87.76	76.07	90.38	90.90	97.00	89.65	90.14

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