Relation Extraction on ACE 2005 (dev)
68.9F1 ScoreEntity-Aware BERTsp
Evaluation results
| Method | Links | |
|---|---|---|
| Entity-Aware BERTspSetting=Single-Relation per Pass2019.02 | 68.9 | |
| Entity-Aware BERTspSetting=Multi-Relation per Pass2019.02 | 67.46 | |
| BERTsp w/ pos-emb on final att-layerSetting=Multi-Relation per Pass2019.02 | 67.23 | |
| BERTsp w/ entity-indicator on input-layerSetting=Single-Relation per Pass2019.02 | 67.12 | |
| BERTsp w/ entity-indicator on input-layerSetting=Multi-Relation per Pass2019.02 | 65.32 | |
| BERTspSetting=Single-Relation per Pass2019.02 | 65.13 | |
| BERTspSetting=Multi-Relation per Pass2019.02 | 64.42 | |
| BERT fine-tuning out-of-boxDomain Adaptation=No, Setting=Single-Relation per Pass2019.02 | 3.66 |