Table 5 NER results of different pretraining models on CCKS-2017
BERT models | Precision | Recall | F1 |
|---|---|---|---|
BERT-CRF | 89.89 | 94.02 | 91.91 |
RoBERT-CRF | 89.57 | 92.83 | 91.17 |
RoBERT_WWM-CRF | 91.00 | 94.66 | 92.80 |
MC_BERT-CRF | 92.03 | 93.99 | 93.00 |
BERT models | Precision | Recall | F1 |
|---|---|---|---|
BERT-CRF | 89.89 | 94.02 | 91.91 |
RoBERT-CRF | 89.57 | 92.83 | 91.17 |
RoBERT_WWM-CRF | 91.00 | 94.66 | 92.80 |
MC_BERT-CRF | 92.03 | 93.99 | 93.00 |