Personal Entity Linking on ConEL-2 (val)
71.4PrecisionS2Econv
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| S2EconvFine-tuning=OntoNote and conversational datasets2026.06 | 71.4 | 53.8 | 61.4 | — | — | |
| CRELPE=S2Econv2026.06 | 71.2 | 59.3 | 64.7 | — | — | |
| CRELPE=W2V2026.06 | 63.6 | 58.9 | 61.2 | — | — | |
| TagMePE=S2Econv2026.06 | 61.2 | 39.5 | 48 | — | — | |
| GENREPE=S2Econv2026.06 | 58.9 | 16.9 | 26.3 | — | — | |
| WATPE=S2Econv2026.06 | 58.5 | 49 | 53.4 | — | — | |
| RELPE=W2V2026.06 | 52.3 | 15.9 | 24.4 | — | — | |
| RELPE=S2Econv2026.06 | 52.3 | 16.2 | 24.8 | — | — | |
| WATPE=W2V2026.06 | 50.6 | 48.9 | 49.7 | — | — | |
| TagMePE=W2V2026.06 | 50.4 | 40.7 | 45.1 | — | — | |
| S2E-convVariant=minus conv2026.06 | 49.4 | 61.5 | 54.8 | — | — | |
| GENREPE=W2V2026.06 | 46.8 | 18 | 26 | — | — | |
| S2E2026.06 | 37.5 | 41.5 | 39.4 | — | — | |
| W2VReference=Chapter 22026.06 | 32.4 | 50.8 | 39.5 | — | — | |
| CREL2026.06 | — | — | — | 74.2 | 65.1 | |
| GENRE2026.06 | — | — | — | 29 | 25.2 | |
| REL2026.06 | — | — | — | 30.4 | 24.4 | |
| REL*(BERTconv)MD model=BERTconv (bert-base-uncased fine-tuned on training data), ED model=REL trained on conversations2026.06 | — | — | — | 74.8 | 65.2 | |
| REL*(BERTNER-conv)MD model=BERTNER-conv (bert-base-NER fine-tuned on training data), ED model=REL trained on conversations2026.06 | — | — | — | 72.3 | 63.5 | |
| REL*(BERTWP-conv)MD model=BERTWP-conv (pre-trained on Wikipedia anchor links), ED model=REL trained on conversations2026.06 | — | — | — | 69.7 | 62.4 | |
| TagMe2026.06 | — | — | — | 55.9 | 47.8 | |
| WAT2026.06 | — | — | — | 61.6 | 53.9 |