Table 5 Ablation experiment results of the proposed NER model using micro-averaged F1-score on the relations provided in the i2b2-clinical testset
Model | i2b2-clinical |
|---|---|
Full: proposed RE model | 90.12 |
Without fine-tuning step | 82.35 |
Without a full Transformer layer | 78.9 |