Results for bridging antecedent selection: Comparing the local models to the joint inference model in different settings. The bolded score indicates a significant improvement over all other models (p < 0.01).
| . | Setting . | Model . | Accuracy . |
|---|---|---|---|
| local | mention-entity | local3_SVM | 46.0 |
| mention-entity | local_MLN | 46.4 | |
| joint inference | mention-entity | jointme | 50.7 |
| mention-mention | jointmm | 39.8 | |
| mention-entity/mention | jointme_mm | 44.2 | |
| . | Setting . | Model . | Accuracy . |
|---|---|---|---|
| local | mention-entity | local3_SVM | 46.0 |
| mention-entity | local_MLN | 46.4 | |
| joint inference | mention-entity | jointme | 50.7 |
| mention-mention | jointmm | 39.8 | |
| mention-entity/mention | jointme_mm | 44.2 | |