From: Combining data augmentation and domain information with TENER model for Clinical Event Detection
Model | Span F1-score | Type accuracy |
---|---|---|
Ours | 90.33 | 93.00 |
BioBERT \(\rightarrow\) Glove 100d | 79.08 | 86.60 |
-data augmentation | 90.01 | 93.05 |
TENER \(\rightarrow\) CNN | 90.28 | 93.10 |
TENER \(\rightarrow\) BiLSTM | 90.13 | 92.98 |