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SotA/Natural Language Processing/Relation Extraction/DocRED

Relation Extraction on DocRED

Metric: Relation F1 (higher is better)

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#Model↕Relation F1▼Extra DataPaperDate↕Code
1REBEL+pretraining47.1Yes--Code
2REBEL41.8Yes--Code
3Joint-M+GC40.62NoModeling Task Interactions in Document-Level Joi...2022-05-04-
4JEREX40.38NoAn End-to-end Model for Entity-level Relation Ex...2021-02-11Code
5REXEL39.06NoREXEL: An End-to-end Model for Document-Level Re...2024-04-19Code
6seq2rel38.2NoA sequence-to-sequence approach for document-lev...2022-04-03Code