Coreference Resolution on LitBank 1.0 (test)
81CoNLL F1longdoc
Evaluation Results
| Method | Links | |
|---|---|---|
| longdocTraining=Joint + PS 60K, Speaker features (S)=true, Pseudo-singletons (PS)=60K2022.08 | 81 | |
| longdocTraining=Joint, Speaker features (S)=true2022.08 | 80.4 | |
| U-MEM2022.08 | 80.2 | |
| longdocTraining=LB02022.08 | 79.6 | |
| LB-MEMMemory cells=202022.08 | 78.8 | |
| Thirukovalluru et al.2022.08 | 78.4 | |
| LB-MEMMemory cells=102022.08 | 77.9 | |
| RB-MEMMemory cells=202022.08 | 77.1 | |
| Xia and Van Durme2022.08 | 76.7 | |
| U-MEMMemory capacity=Unbounded2020.10 | 76.5 | |
| Toshniwal et al.2022.08 | 75.9 | |
| LB-MEMMemory capacity=20 cells2020.10 | 75.1 | |
| LB-MEMMemory capacity=10 cells2020.10 | 74.7 | |
| RB-MEMMemory capacity=20 cells2020.10 | 74.4 | |
| LB-MEMMemory cells=52022.08 | 73.8 | |
| RB-MEMMemory cells=102022.08 | 71.6 | |
| LB-MEMMemory capacity=5 cells2020.10 | 70.3 | |
| RB-MEMMemory capacity=10 cells2020.10 | 69 | |
| Bamman et al.2020.10 | 68.1 | |
| Bamman et al.2022.08 | 68.1 | |
| RB-MEMMemory cells=52022.08 | 63.5 | |
| longdocTraining=ON + PS 60K, Speaker features (S)=true, Pseudo-singletons (PS)=60K2022.08 | 58.2 | |
| RB-MEMMemory capacity=5 cells2020.10 | 57.8 | |
| longdocTraining=ON2022.08 | 56.7 | |
| longdocTraining=ON, Speaker features (S)=true, Genre features (G)=true2022.08 | 56.3 | |
| longdocTraining=ON, Speaker features (S)=true2022.08 | 55.6 | |
| longdocTraining=PC2022.08 | 50.8 |