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Relation Extraction

217 papers

Papers per year

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Papers

Enhancing Lexical Relation Mining with Structured Sememe Knowledge ACL 2026
LexRel: Benchmarking Legal Relation Extraction for Chinese Civil Cases ACL 2026
DEBAR: Mitigating Contextual Bias in Cross-Document Relation Extraction via Dual-Stream Decoupling ACL 2026
Enhanced Reasoning for Biomedical Document-Level Relation Extraction via a Novel Cascade Language Model Framework ACL 2026
R1-RE: Cross-Domain Relation Extraction with RLVR ACL 2026
ATGL: An Adaptive-Threshold Global Loss for Document-level Relation Extraction ACL 2026
Structured Semantic Information Helps Retrieve Better Examples for In-Context Learning Applied to Few-Shot Relation Extraction ACL 2026
Combining Distantly Supervised Models with In Context Learning for Monolingual and Cross-Lingual Relation Extraction ACL 2026
LLMs Underperform Graph-Based Parsers on Supervised Relation Extraction for Complex Graphs ACL 2026
A Dynamic Self-Evolving Extraction System ACL 2026
COMM: Concentrated Margin Maximization for Robust Document-Level Relation Extraction AAAI 2025
Few-Shot, No Problem: Descriptive Continual Relation Extraction AAAI 2025
Prototype-Guided Multimodal Relation Extraction based on Entity Attributes AAAI 2025
Are Relational Triple Extraction Frameworks Sufficient for Hyper-relational Facts ? AACL 2025
Generating Diverse Training Samples for Relation Extraction with Large Language Models ACL 2025
Mitigating Non-Representative Prototypes and Representation Bias in Few-Shot Continual Relation Extraction ACL 2025
Modeling Complex Semantics Relation with Contrastively Fine-Tuned Relational Encoders ACL 2025
A Variational Approach for Mitigating Entity Bias in Relation Extraction ACL 2025
Benchmarking zero-shot biomedical relation triplet extraction across language model architectures ACL 2025
SOMD2025: A Challenging Shared Tasks for Software Related Information Extraction ACL 2025
WojoodRelations: Arabic Relation Extraction Corpus and Modeling EMNLP 2025
Open-Vocabulary Video Relation Extraction AAAI 2024
Enhancing Low-Resource Relation Representations through Multi-View Decoupling AAAI 2024
Revisiting Document-Level Relation Extraction with Context-Guided Link Prediction AAAI 2024
A Hierarchical Network for Multimodal Document-Level Relation Extraction AAAI 2024