From: Named entity recognition of Chinese electronic medical records based on a hybrid neural network and medical MC-BERT
BERT models
Precision
Recall
F1
BERT-CRF
80.99
86.81
83.80
RoBERT-CRF
80.43
86.25
83.24
RoBERT-WWM + CRF
82.31
85.58
83.92
MC_BERT-CRF
84.23
85.43
84.43