Table 2 Stacking experiments on Genia
From: Combining joint models for biomedical event extraction
System | Simple | Binding | Regulation | Overall |
|---|---|---|---|---|
UMass | 74.7 | 47.7 | 42.8 | 54.8 |
Stanford (1N) | 71.3 | 44.2 | 35.6 | 49.9 |
Stanford (1P) | 70.7 | 42.6 | 34.6 | 49.1 |
Stanford (2N) | 69.0 | 40.5 | 30.8 | 46.5 |
Stanford (2P) | 72.0 | 40.3 | 35.4 | 49.5 |
Stanford (1N, reranked) | 71.7 | 46.9 | 35.4 | 50.2 |
Stanford (1P, reranked) | 70.6 | 44.5 | 35.5 | 49.4 |
Stanford (2N, reranked) | 70.2 | 44.6 | 38.2 | 47.9 |
Stanford (2P, reranked) | 71.1 | 47.8 | 35.9 | 50.5 |
Stanford (all, reranked) | 71.6 | 48.1 | 35.9 | 50.7 |
UMass←Stanford (all) (= FAUST) | 76.9 | 43.5 | 44.0 | 55.9 |
UMass←Stanford (1N) | 76.4 | 45.1 | 43.8 | 55.6 |
UMass←Stanford (1P) | 75.8 | 43.1 | 44.6 | 55.7 |
UMass←Stanford (2N) | 74.9 | 42.8 | 43.8 | 54.9 |
UMass←Stanford (2P) | 75.7 | 46.0 | 44.1 | 55.7 |
UMass←Stanford (all, anchors) | 76.4 | 41.2 | 43.1 | 54.9 |
UMass←Stanford (all, arguments) | 76.1 | 41.7 | 43.6 | 55.1 |
UMass←Stanford (all) without novel events | 77.3 | 44.5 | 43.5 | 56.2 |