| AutoRE: Document-Level Relation Extraction with Large Language Models | Mar 21, 2024 | Document-level Relation ExtractionRelation | CodeCode Available | 2 | 5 |
| DREEAM: Guiding Attention with Evidence for Improving Document-Level Relation Extraction | Feb 17, 2023 | Document-level Relation ExtractionRelation | CodeCode Available | 1 | 5 |
| Reasoning with Latent Structure Refinement for Document-Level Relation Extraction | May 13, 2020 | Document-level Relation ExtractionRelation | CodeCode Available | 1 | 5 |
| Enhancing Biomedical Relation Extraction with Directionality | Jan 23, 2025 | BenchmarkingDocument-level Relation Extraction | CodeCode Available | 1 | 5 |
| A sequence-to-sequence approach for document-level relation extraction | Apr 3, 2022 | coreference-resolutionCoreference Resolution | 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 |
| REXEL: An End-to-end Model for Document-Level Relation Extraction and Entity Linking | Apr 19, 2024 | Benchmarkingcoreference-resolution | CodeCode Available | 1 | 5 |
| Three Sentences Are All You Need: Local Path Enhanced Document Relation Extraction | Jun 3, 2021 | AllDocument-level Relation Extraction | CodeCode Available | 1 | 5 |
| Uncertainty Guided Label Denoising for Document-level Distant Relation Extraction | May 18, 2023 | DenoisingDocument-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 |
| Global-to-Local Neural Networks for Document-Level Relation Extraction | Sep 22, 2020 | Document-level Relation ExtractionRelation | 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 |
| PRiSM: Enhancing Low-Resource Document-Level Relation Extraction with Relation-Aware Score Calibration | Sep 25, 2023 | Document-level Relation ExtractionRelation | CodeCode Available | 1 | 5 |
| Anaphor Assisted Document-Level Relation Extraction | Oct 28, 2023 | Document-level Relation ExtractionRelation | CodeCode Available | 1 | 5 |
| TTM-RE: Memory-Augmented Document-Level Relation Extraction | Jun 9, 2024 | Document-level Relation ExtractionDocument-level RE with incomplete labeling | CodeCode Available | 1 | 5 |
| Revisiting DocRED -- Addressing the False Negative Problem in Relation Extraction | May 25, 2022 | Document-level Relation ExtractionRelation | CodeCode Available | 1 | 5 |
| Semi-automatic Data Enhancement for Document-Level Relation Extraction with Distant Supervision from Large Language Models | Nov 13, 2023 | Document-level Relation ExtractionIn-Context Learning | CodeCode Available | 1 | 5 |
| SIRE: Separate Intra- and Inter-sentential Reasoning for Document-level Relation Extraction | Jun 3, 2021 | Document-level Relation ExtractionLogical Reasoning | 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 |
| Learning Logic Rules for Document-level Relation Extraction | Nov 9, 2021 | 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 |
| Denoising Relation Extraction from Document-level Distant Supervision | Nov 8, 2020 | DenoisingDocument-level Relation Extraction | CodeCode Available | 1 | 5 |
| None Class Ranking Loss for Document-Level Relation Extraction | May 1, 2022 | Document-level Relation ExtractionEmotion Classification | CodeCode Available | 1 | 5 |
| RAPL: A Relation-Aware Prototype Learning Approach for Few-Shot Document-Level Relation Extraction | Oct 24, 2023 | Document-level Relation ExtractionMeta-Learning | CodeCode Available | 1 | 5 |
| Discriminative Reasoning for Document-level Relation Extraction | Jun 3, 2021 | Document-level Relation ExtractionLogical Reasoning | CodeCode Available | 1 | 5 |
| DocRED: A Large-Scale Document-Level Relation Extraction Dataset | Jun 14, 2019 | Document-level Relation ExtractionRelation | CodeCode Available | 1 | 5 |
| MRN: A Locally and Globally Mention-Based Reasoning Network for Document-Level Relation Extraction | Aug 1, 2021 | Document-level Relation ExtractionRelation | CodeCode Available | 1 | 5 |
| Document-level Relation Extraction as Semantic Segmentation | Jun 7, 2021 | 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 |
| Document-Level Relation Extraction with Reconstruction | Dec 21, 2020 | 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 |
| Document-Level Relation Extraction with Sentences Importance Estimation and Focusing | Apr 27, 2022 | Dialog Relation ExtractionDocument-level Relation Extraction | 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 |
| Relation-Specific Attentions over Entity Mentions for Enhanced Document-Level Relation Extraction | May 28, 2022 | Document-level Relation ExtractionRelation | 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 |
| SAIS: Supervising and Augmenting Intermediate Steps for Document-Level Relation Extraction | Sep 24, 2021 | Data AugmentationDocument-level Relation Extraction | CodeCode Available | 1 | 5 |
| Few-Shot Document-Level Relation Extraction | May 4, 2022 | Document-level Relation ExtractionDomain Adaptation | 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 |
| DORE: Document Ordered Relation Extraction based on Generative Framework | Oct 28, 2022 | Document-level Relation ExtractionRelation | CodeCode Available | 1 | 5 |
| Double Graph Based Reasoning for Document-level Relation Extraction | Sep 29, 2020 | Document-level Relation ExtractionRelation | CodeCode Available | 1 | 5 |
| On the Robustness of Document-Level Relation Extraction Models to Entity Name Variations | Jun 11, 2024 | Document-level Relation ExtractionIn-Context Learning | CodeCode Available | 0 | 5 |
| Did the Models Understand Documents? Benchmarking Models for Language Understanding in Document-Level Relation Extraction | Jun 20, 2023 | BenchmarkingDocument-level Relation Extraction | CodeCode Available | 0 | 5 |
| Adaptive Hinge Balance Loss for Document-Level Relation Extraction | Dec 6, 2023 | Document-level Relation ExtractionMulti-Label Classification | CodeCode Available | 0 | 5 |
| Multi-view Inference for Relation Extraction with Uncertain Knowledge | Apr 28, 2021 | Document-level Relation ExtractionKnowledge Graphs | CodeCode Available | 0 | 5 |
| EmRel: Joint Representation of Entities and Embedded Relations for Multi-triple Extraction | Jul 1, 2022 | Document-level Relation ExtractionJoint Entity and Relation Extraction | CodeCode Available | 0 | 5 |
| Improving Document-level Relation Extraction via Contextualizing Mention Representations and Weighting Mention Pairs | Aug 9, 2020 | Document-level Relation ExtractionRelation | CodeCode Available | 0 | 5 |
| HistRED: A Historical Document-Level Relation Extraction Dataset | Jul 10, 2023 | Document-level Relation ExtractionRelation | CodeCode Available | 0 | 5 |
| Consistent Document-Level Relation Extraction via Counterfactuals | Jul 9, 2024 | counterfactualDocument-level Relation Extraction | CodeCode Available | 0 | 5 |
| A Positive-Unlabeled Metric Learning Framework for Document-Level Relation Extraction with Incomplete Labeling | Jun 26, 2023 | Document-level Relation ExtractionDocument-level RE with incomplete labeling | CodeCode Available | 0 | 5 |
| Connecting the Dots: Document-level Neural Relation Extraction with Edge-oriented Graphs | Aug 31, 2019 | Document-level Relation ExtractionRelation | CodeCode Available | 0 | 5 |
