Research Article
Leveraging a Joint learning Model to Extract Mixture Symptom Mentions from Traditional Chinese Medicine Clinical Notes
Table 3
Joint learning between official BERT-base (Chinese) and fine-tuned BERT.
| | Model | Label embedding | F1-score | Precision | Recall |
| | BERT-base (Chinese) | Without | 0.7968 | 0.7998 | 0.7939 | | With | 0.8102 | 0.8119 | 0.8085 | | Fine-tuned BERT (ours) | Without | 0.8016 | 0.8218 | 0.7823 | | With | 0.8216 | 0.8250 | 0.8183 |
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