document-level relation extraction

ATGL: An Adaptive-Threshold Global Loss for Document-level Relation Extraction ACL 2026 Document-Level Zero-Shot Relation Extraction with Entity Side Information EACL 2026 Enhanced Reasoning for Biomedical Document-Level Relation Extraction via a Novel Cascade Language Model Framework ACL 2026 An Adaptive Multi-Threshold Loss and a General Framework for Collaborating Losses in Document-Level Relation Extraction ACL 2025 ARPDL: Adaptive Relational Prior Distribution Loss as an Adapter for Document-Level Relation Extraction IJCAI 2025 CaDRL: Document-level Relation Extraction via Context-aware Differentiable Rule Learning COLING 2025 Cognitive Mirroring for DocRE: A Self-Supervised Iterative Reflection Framework with Triplet-Centric Explicit and Implicit Feedback ACL 2025 COMM: Concentrated Margin Maximization for Robust Document-Level Relation Extraction AAAI 2025 Document-Level Relation Extraction with Global Relations and Entity Pair Reasoning ACL 2025 Effective Modeling of Generative Framework for Document-level Relational Triple Extraction COLING 2025 Entity Pair-guided Relation Summarization and Retrieval in LLMs for Document-level Relation Extraction NAACL 2025 ET-MIER: Entity Type-guided Key Mention Identification and Evidence Retrieval for Document-level Relation Extraction EMNLP 2025 GLiM: Integrating Graph Transformer and LLM for Document-Level Biomedical Relation Extraction with Incomplete Labeling ACL 2025 KnowRA: Knowledge Retrieval Augmented Method for Document-level Relation Extraction with Comprehensive Reasoning Abilities IJCAI 2025 Prototype Tuning: A Meta-Learning Approach for Few-Shot Document-Level Relation Extraction with Large Language Models NAACL 2025 Rethinking the Role of LLMs for Document-level Relation Extraction: a Refiner with Task Distribution and Probability Fusion NAACL 2025 VaeDiff-DocRE: End-to-end Data Augmentation Framework for Document-level Relation Extraction COLING 2025 A Hierarchical Network for Multimodal Document-Level Relation Extraction AAAI 2024 A Positive-Unlabeled Metric Learning Framework for Document-Level Relation Extraction with Incomplete Labeling AAAI 2024 Attention Based Document-level Relation Extraction with None Class Ranking Loss IJCAI 2024 AutoRE: Document-Level Relation Extraction with Large Language Models ACL 2024 Building a Japanese Document-Level Relation Extraction Dataset Assisted by Cross-Lingual Transfer COLING 2024 Combining Supervised Learning and Reinforcement Learning for Multi-Label Classification Tasks with Partial Labels ACL 2024 Consistent Document-level Relation Extraction via Counterfactuals EMNLP 2024 End-to-end Learning of Logical Rules for Enhancing Document-level Relation Extraction ACL 2024