Joint Entity And Relation Extraction On 3
評価指標
Relation F1
評価結果
このベンチマークにおける各モデルのパフォーマンス結果
モデル名 | Relation F1 | Paper Title | Repository |
|---|---|---|---|
| Joint-M+GC | 40.62 | Modeling Task Interactions in Document-Level Joint Entity and Relation Extraction | - |
| REBEL | 41.8 | REBEL: Relation Extraction By End-to-end Language generation | |
| REXEL | 39.06 | REXEL: An End-to-end Model for Document-Level Relation Extraction and Entity Linking | |
| JEREX | 40.38 | An End-to-end Model for Entity-level Relation Extraction using Multi-instance Learning | |
| seq2rel | 38.2 | A sequence-to-sequence approach for document-level relation extraction | |
| REBEL+pretraining | 47.1 | REBEL: Relation Extraction By End-to-end Language generation |
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