Entity Extraction on ACE04 (test)
90.4F1 ScorePL-Marker
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PL-MarkerEncoder=ALBERT_XXL, Representation Type=Solid & Levitated Marker2021.09 | 90.4 | — | — | |
| PURE-FEncoder=ALBERT_XXL, Representation Type=Solid Marker2021.09 | 90.3 | — | — | |
| UniREEncoder=ALBERT_XXL, Representation Type=T-Concat2021.09 | 89.5 | — | — | |
| PURE-FEncoder=BERT_BASE, Representation Type=Solid Marker2021.09 | 89.2 | — | — | |
| PL-MarkerEncoder=BERT_BASE, Representation Type=Solid & Levitated Marker, Cross-sentence information=true2021.09 | 88.8 | — | — | |
| TableSeqEncoder=ALBERT_XXL, Representation Type=T-Concat2021.09 | 88.6 | — | — | |
| UniREEncoder=BERT_BASE, Representation Type=T-Concat2021.09 | 87.7 | — | — | |
| DYGIE2019.04 | 87.4 | — | — | |
| DYGIEEncoder=ELMo, Representation Type=T-Concat2021.09 | 87.4 | — | — | |
| Multi-turn QA2019.05 | 83.6 | 84.4 | 82.9 | |
| Multi-turn QAEncoder=BERT_L2021.09 | 83.6 | — | — | |
| Miwa and Bansal2019.04 | 81.8 | — | — | |
| Miwa and Bansal2019.05 | 81.8 | 80.8 | 82.9 | |
| SPtreeEncoder=LSTM, Representation Type=T-Concat2021.09 | 81.8 | — | — | |
| Bekoulis et al.2019.04 | 81.6 | — | — | |
| Bekoulis et al.2019.05 | 81.6 | — | — | |
| Li and Ji2019.05 | 79.7 | 83.5 | 76.2 | |
| Li and JiEncoder=BERT_L2021.09 | 79.7 | — | — | |
| Katiyar and Cardie2019.05 | 79.6 | 81.2 | 78.1 |