Relation Extraction on ACE04 (test)
69.7F1 ScorePL-Marker
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PL-MarkerEncoder=ALBERT_XXL, Representation Type=Solid & Levitated Marker2021.09 | 69.7 | — | — | 66.5 | |
| PL-MarkerEncoder=BERT_BASE, Representation Type=Solid & Levitated Marker, Cross-sentence information=true2021.09 | 66.7 | — | — | 62.6 | |
| PURE-FEncoder=ALBERT_XXL, Representation Type=Solid Marker2021.09 | 66.1 | — | — | 62.2 | |
| PURE-FEncoder=BERT_BASE, Representation Type=Solid Marker2021.09 | 63.9 | — | — | 60.1 | |
| Table-Sequence EncodersAveraging=micro-averaged2020.10 | 63.3 | — | — | 59.6 | |
| TableSeqEncoder=ALBERT_XXL, Representation Type=T-Concat2021.09 | 63.3 | — | — | 59.6 | |
| DYGIE2019.04 | 59.7 | — | — | — | |
| Luan et al.Averaging=micro-averaged2020.10 | 59.7 | — | — | — | |
| DYGIEEncoder=ELMo, Representation Type=T-Concat2021.09 | 59.7 | — | — | — | |
| Multi-turn QA2019.05 | 49.4 | 50.1 | 48.7 | — | |
| Multi-turn QAEncoder=BERT_L2021.09 | 49.4 | — | — | — | |
| Li and Ji2019.05 | 49.3 | 60.8 | 36.1 | — | |
| Katiyar and CardieAveraging=micro-averaged2020.10 | 49.3 | — | — | 45.7 | |
| Miwa and Bansal2019.04 | 48.4 | — | — | — | |
| Miwa and Bansal2019.05 | 48.4 | 48.7 | 48.1 | — | |
| SPtreeEncoder=LSTM, Representation Type=T-Concat2021.09 | 48.4 | — | — | — | |
| Li and JiAveraging=micro-averaged2020.10 | 48.3 | — | — | 45.3 | |
| Li and JiEncoder=BERT_L2021.09 | 48.3 | — | — | 45.3 | |
| Bekoulis et al.2019.04 | 47.5 | — | — | — | |
| Bekoulis et al.2019.05 | 47.5 | — | — | — | |
| Katiyar and Cardie2019.05 | 45.7 | 46.4 | 45.3 | — | |
| Bekoulis et al.Averaging=micro-averaged2020.10 | — | — | — | 47.1 | |
| Bekoulis et al.Averaging=micro-averaged2020.10 | — | — | — | 47.5 | |
| Li et al.Averaging=micro-averaged2020.10 | — | — | — | 49.4 | |
| Miwa and BansalAveraging=micro-averaged2020.10 | — | — | — | 48.4 | |
| UniREEncoder=BERT_BASE, Representation Type=T-Concat2021.09 | — | — | — | 60 | |
| UniREEncoder=ALBERT_XXL, Representation Type=T-Concat2021.09 | — | — | — | 63 |