Table 3 Stacking experiments for the EPI track
From: Combining joint models for biomedical event extraction
System | Recall | Precision | F1 |
|---|---|---|---|
UMass | 56.7 | 73.2 | 63.9 |
Stanford (1N) | 52.2 | 79.0 | 62.9 |
Stanford (1P) | 51.7 | 78.2 | 62.3 |
Stanford (2N) | 48.1 | 82.6 | 60.8 |
Stanford (2P) | 51.9 | 77.6 | 62.2 |
Stanford (1N, reranked) | 57.7 | 73.2 | 64.6 |
Stanford (1P, reranked) | 57.6 | 70.4 | 63.3 |
Stanford (2N, reranked) | 55.3 | 75.4 | 63.8 |
Stanford (2P, reranked) | 56.9 | 71.3 | 63.3 |
Stanford (1N+2P, reranked) | 57.9 | 71.1 | 63.8 |
Stanford (all, reranked) | 57.0 | 73.1 | 64.1 |
UMass←Stanford (all) (= FAUST) | 57.9 | 79.7 | 67.1 |