Entity Disambiguation on CWEB (test)
81.8InKB micro F1Yang et al. (2018)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Yang et al. (2018)2022.07 | 81.8 | — | |
| ReFinED (fine-tuned)Evaluation Protocol=fine-tuned on AIDA2022.07 | 79.4 | — | |
| Fang et al. (2019)2022.07 | 78.5 | — | |
| ReFinED (Wikipedia)Evaluation Protocol=Wikipedia pre-training2022.07 | 77.8 | — | |
| Cao et al. (2020)2022.07 | 77.3 | — | |
| ReFinED (w/o entity types)Ablation configuration=w/o entity types (Wikipedia)2022.07 | 76.5 | — | |
| ReFinED (w/o descriptions)Ablation configuration=w/o descriptions (Wikipedia)2022.07 | 76.1 | — | |
| ReFinED (w/o entity priors)Ablation configuration=w/o entity priors (Wikipedia)2022.07 | 76 | — | |
| Yang et al. (2019)2022.07 | 75.6 | — | |
| ReFinED (w/o pretraining)Ablation configuration=w/o pretraining (fine-tuned)2022.07 | 75.1 | — | |
| Orr et al. (2021)2022.07 | 70.2 | — | |
| Wu et al. (2020)metric_reported=Normalised accuracy2022.07 | — | 82.6 |