From: A biomedical event extraction method based on fine-grained and attention mechanism
 | Event type | F-score (%) | |
---|---|---|---|
Word Att | Multi Att | ||
Complex events | Binding | 65.26 | 73.27 |
Regulation | 39.47 | 41.29 | |
Positive_regulation | 41.14 | 43.97 | |
Negative_regulation | 37.22 | 38.90 | |
Simple events | Cell_proliferation | 65.67 | 67.65 |
Development | 74.85 | 77.71 | |
Blood_vessel_develop | 97.31 | 95.73 | |
Growth | 33.33 | 33.33 | |
Death | 53.85 | 56.60 | |
Breakdown | 64.71 | 70.27 | |
Remodeling | 66.67 | 66.67 | |
Synthesis | 0.00 | 0.00 | |
Gene_expression | 69.67 | 69.14 | |
Transcription | 76.19 | 47.06 | |
Catabolism | 33.33 | 33.33 | |
Phosphorylation | 85.71 | 67.67 | |
Dephosphorylation | 0.00 | 0.00 | |
Localization | 53.48 | 57.87 | |
Planned_process | 47.92 | 52.12 |