From: A biomedical event extraction method based on fine-grained and attention mechanism
Model | Precision (%) | Recall (%) | F-score (%) |
---|---|---|---|
Bi-LSTM | 76.26 ± 0.52 | 72.27 ± 0.41 | 74.21 ± 0.40 |
Bi-LSTM + SE | 82.81 ± 0.34 | 73.66 ± 0.39 | 77.96 ± 0.36 |
Bi-LSTM + Att | 81.47 ± 0.41 | 75.55 ± 0.38 | 78.40 ± 0.39 |
Bi-LSTM + SE + Att | 82.01 ± 0.27 | 78.02 ± 0.29 | 79.96 ± 0.27 |