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.

ModelLabel embeddingF1-scorePrecisionRecall

BERT-base (Chinese)Without0.79680.79980.7939
With0.81020.81190.8085
Fine-tuned BERT (ours)Without0.80160.82180.7823
With0.82160.82500.8183