Named Entity Disambiguation on MSNBC out-of-domain (test)
94.3Micro F1 (InKB)GENRE
Evaluation Results
| Method | Links | |
|---|---|---|
| GENRE2020.10 | 94.3 | |
| Yang et al. (2019)2020.10 | 93.8 | |
| Ganea & Hofmann (2017)2020.10 | 93.7 | |
| GENRETraining Data=BLINK data only2020.10 | 93.3 | |
| Fang et al. (2019)2020.10 | 92.8 | |
| Yang et al. (2018a)2020.10 | 92.6 | |
| Shahbazi et al. (2019)2020.10 | 92.3 | |
| Le & Titov (2019)2020.10 | 92.2 | |
| Guo & Barbosa (2018)2020.10 | 92 | |
| GENRETraining Data=AIDA data only2020.10 | 88.1 | |
| GENRECandidate Set Usage=None2020.10 | 86.9 | |
| BLINKCandidate Set Usage=None2020.10 | 80 | |
| GENREConstraints Usage=None2020.10 | 80 | |
| ReLiKLMention Dictionary=false2024.07 | 75 | |
| De Cao et al. (2021b)Mention Dictionary=true2024.07 | 73.7 | |
| ReLiKBMention Dictionary=false2024.07 | 72.3 | |
| Zhang et al. (2022)Mention Dictionary=false2024.07 | 72.1 | |
| De Cao et al. (2021a)Mention Dictionary=false2024.07 | 19.8 |