| AutoRE: Document-Level Relation Extraction with Large Language Models | Mar 21, 2024 | Document-level Relation ExtractionRelation | CodeCode Available | 2 | 5 |
| Global-to-Local Neural Networks for Document-Level Relation Extraction | Sep 22, 2020 | Document-level Relation ExtractionRelation | CodeCode Available | 1 | 5 |
| Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling | Oct 21, 2020 | Document-level Relation ExtractionMulti-Label Classification | CodeCode Available | 1 | 5 |
| Eider: Empowering Document-level Relation Extraction with Efficient Evidence Extraction and Inference-stage Fusion | Jun 16, 2021 | Document-level Relation ExtractionRelation | CodeCode Available | 1 | 5 |
| Entity Structure Within and Throughout: Modeling Mention Dependencies for Document-Level Relation Extraction | Feb 20, 2021 | Document-level Relation ExtractionRelation | CodeCode Available | 1 | 5 |
| Few-Shot Document-Level Relation Extraction | May 4, 2022 | Document-level Relation ExtractionDomain Adaptation | CodeCode Available | 1 | 5 |
| Double Graph Based Reasoning for Document-level Relation Extraction | Sep 29, 2020 | Document-level Relation ExtractionRelation | CodeCode Available | 1 | 5 |
| DORE: Document Ordered Relation Extraction based on Generative Framework | Oct 28, 2022 | Document-level Relation ExtractionRelation | CodeCode Available | 1 | 5 |
| DREEAM: Guiding Attention with Evidence for Improving Document-Level Relation Extraction | Feb 17, 2023 | Document-level Relation ExtractionRelation | CodeCode Available | 1 | 5 |
| Document-Level Relation Extraction with Sentences Importance Estimation and Focusing | Apr 27, 2022 | Dialog Relation ExtractionDocument-level Relation Extraction | CodeCode Available | 1 | 5 |
| Enhancing Document-level Relation Extraction by Entity Knowledge Injection | Jul 23, 2022 | Document-level Relation ExtractionKnowledge Graphs | CodeCode Available | 1 | 5 |
| A Unified Positive-Unlabeled Learning Framework for Document-Level Relation Extraction with Different Levels of Labeling | Oct 17, 2022 | Document-level Relation ExtractionDocument-level RE with incomplete labeling | CodeCode Available | 1 | 5 |
| Enhancing Biomedical Relation Extraction with Directionality | Jan 23, 2025 | BenchmarkingDocument-level Relation Extraction | CodeCode Available | 1 | 5 |
| Anaphor Assisted Document-Level Relation Extraction | Oct 28, 2023 | Document-level Relation ExtractionRelation | CodeCode Available | 1 | 5 |
| DocRED: A Large-Scale Document-Level Relation Extraction Dataset | Jun 14, 2019 | Document-level Relation ExtractionRelation | CodeCode Available | 1 | 5 |
| Discriminative Reasoning for Document-level Relation Extraction | Jun 3, 2021 | Document-level Relation ExtractionLogical Reasoning | CodeCode Available | 1 | 5 |
| An End-to-end Model for Entity-level Relation Extraction using Multi-instance Learning | Feb 11, 2021 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 | 5 |
| Document-level Relation Extraction as Semantic Segmentation | Jun 7, 2021 | Document-level Relation ExtractionRelation | CodeCode Available | 1 | 5 |
| A Distant Supervision Corpus for Extracting Biomedical Relationships Between Chemicals, Diseases and Genes | Apr 13, 2022 | Document-level Relation ExtractionRelation | CodeCode Available | 1 | 5 |
| Document-Level Relation Extraction with Adaptive Focal Loss and Knowledge Distillation | Mar 21, 2022 | Document-level Relation ExtractionKnowledge Distillation | CodeCode Available | 1 | 5 |
| A sequence-to-sequence approach for document-level relation extraction | Apr 3, 2022 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 | 5 |
| Document-Level Relation Extraction with Reconstruction | Dec 21, 2020 | Document-level Relation ExtractionRelation | CodeCode Available | 1 | 5 |
| Denoising Relation Extraction from Document-level Distant Supervision | Nov 8, 2020 | DenoisingDocument-level Relation Extraction | CodeCode Available | 1 | 5 |
| Does Recommend-Revise Produce Reliable Annotations? An Analysis on Missing Instances in DocRED | Apr 17, 2022 | Document-level Relation ExtractionRelation | CodeCode Available | 1 | 5 |
| Document-Level In-Context Few-Shot Relation Extraction via Pre-Trained Language Models | Oct 17, 2023 | Document-level Relation ExtractionFew-Shot Learning | CodeCode Available | 1 | 5 |
