Relation Extraction on CoNLL04
Metric: RE+ Macro F1 (higher is better)
Metric: RE+ Macro F1 (higher is better)
| # | Model↕ | RE+ Macro F1 ▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | REBEL | 76.65 | Yes | - | - | Code |
| 2 | Table-Sequence | 75.4 | No | Two are Better than One: Joint Entity and Relati... | 2020-10-08 | Code |
| 3 | SpERT | 72.87 | No | Span-based Joint Entity and Relation Extraction ... | 2019-09-17 | Code |
| 4 | Deeper | 72.63 | No | Deeper Task-Specificity Improves Joint Entity an... | 2020-02-15 | Code |
| 5 | Biaffine attention | 64.4 | No | End-to-end neural relation extraction using deep... | 2018-12-29 | Code |
| 6 | Relation-Metric with AT | 62.29 | No | Neural Metric Learning for Fast End-to-End Relat... | 2019-05-17 | - |
| 7 | multi-head | 62.04 | No | Joint entity recognition and relation extraction... | 2018-04-20 | Code |
| 8 | multi-head + AT | 61.95 | No | Adversarial training for multi-context joint ent... | 2018-08-21 | Code |