Entity Linking on MSNBC (test)
97.1F1 ScoreOracle type (FIGER)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Oracle type (FIGER)Type source=FIGER, Mode=Oracle2020.01 | 97.1 | — | |
| Oracle type (Ultra-fine)Type source=Ultra-fine, Mode=Oracle2020.01 | 96.8 | — | |
| Le and Titov (2018)2020.01 | 93.9 | — | |
| Ganea and Hofmann (2017)2020.01 | 93.7 | — | |
| Predict type (Ultra-fine)Type source=Ultra-fine, Mode=Predicted2020.01 | 93.4 | — | |
| BERT-Entity-Sim (local & global)2020.01 | 93.4 | — | |
| BERT+G&H's embeddings2020.01 | 93.3 | — | |
| Predict type (ZOE)Type source=ZOE, Mode=Predicted2020.01 | 93.2 | — | |
| Guo and Barbosa (2016)2020.01 | 92 | — | |
| Cheng and Roth (2013)2020.01 | 90 | — | |
| prior p(e|m)2020.01 | 89.3 | — | |
| Hoffart et al. (2011)2020.01 | 79 | — | |
| Milne and Witten (2008)2020.01 | 78 | — | |
| Ratinov et al. (2011)2020.01 | 75 | — | |
| GENREInKB evaluation=true2020.10 | — | 73.7 | |
| Hoffart et al. (2011)InKB evaluation=true, Wikipedia setting=20142020.10 | — | 65.1 | |
| Kolitsas et al. (2018)InKB evaluation=true, Wikipedia setting=20142020.10 | — | 72.4 | |
| Moro et al. (2014)InKB evaluation=true, Wikipedia setting=20142020.10 | — | 39.7 | |
| Steinmetz & Sack (2013)InKB evaluation=true, Wikipedia setting=20142020.10 | — | 30.9 | |
| van Hulst et al. (2020)InKB evaluation=true, Wikipedia setting=20192020.10 | — | 72.4 |