A Multigranularity Text Driven Named Entity Recognition CGAN Model for Traditional Chinese Medicine Literatures

Table 4

Experimental results under different models on the Miraculous pivot and syndrome in TCM datasets.

Model	P (%)	R (%)	F1 (%)	P (%)	R (%)	F1 (%)
	Miraculous pivot			Syndrome in TCM
BiLSTM-CRF	68.76	66.95	67.85	72.38	70.95	71.65
BERT-BiLSTM-CRF	76.65	80.72	78.64	72.33	74.30	73.30
Roberta-c	76.98	80.47	78.68	74.62	75.39	75.00
MT-CGAN	77.73	79.69	78.69	78.45	76.28	77.35