| Paper | Code | F1 | Ign F1 | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| TTM-RE: Memory-Augmented Document-Level Relation Extraction | ✓ Link | 84.01 | 83.11 | TTM-RE | 2024-06-09 |
| DREEAM: Guiding Attention with Evidence for Improving Document-Level Relation Extraction | ✓ Link | 80.73 | 79.66 | DREEAM | 2023-02-17 |
| Adaptive Hinge Balance Loss for Document-Level Relation Extraction | ✓ Link | 79.79 | 78.82 | HingeABL | 2023-12-06 |
| A Unified Positive-Unlabeled Learning Framework for Document-Level Relation Extraction with Different Levels of Labeling | ✓ Link | 78.86 | 77.67 | SSR-PU | 2022-10-17 |
| Document-Level Relation Extraction with Adaptive Focal Loss and Knowledge Distillation | ✓ Link | 78.28 | 77.60 | KD-DocRE | 2022-03-21 |
| Document-level Relation Extraction as Semantic Segmentation | ✓ Link | 77.87 | 77.26 | DocuNET | 2021-06-07 |
| Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling | ✓ Link | 77.56 | 76.82 | ATLOP | 2020-10-21 |
| An End-to-end Model for Entity-level Relation Extraction using Multi-instance Learning | ✓ Link | 72.57 | 71.45 | JEREX | 2021-02-11 |