relation extraction

ODDA: An OODA-Driven Diverse Data Augmentation Framework for Low-Resource Relation Extraction ACL 2025 Partial Order-centered Hyperbolic Representation Learning for Few-shot Relation Extraction COLING 2025 PolyMinder: A Support System for Entity Annotation and Relation Extraction in Polymer Science Documents COLING 2025 ProvBench: A Benchmark of Legal Provision Recommendation for Contract Auto-Reviewing ACL 2025 REAR: Reinforced Reasoning Optimization for Event Argument Extraction with Relation-Aware Support EMNLP 2025 Relation-Aware Prompting Makes Large Language Models Effective Zero-shot Relation Extractors EMNLP 2025 Relation Extraction or Pattern Matching? Unravelling the Generalisation Limits of Language Models for Biographical RE IJCNLP 2025 Retrieval over Classification: Integrating Relation Semantics for Multimodal Relation Extraction EMNLP 2025 RTE-GMoE: A Model-agnostic Approach for Relation Triplet Extraction via Graph-based Mixture-of-Expert Mutual Learning EMNLP 2025 SciNLP: A Domain-Specific Benchmark for Full-Text Scientific Entity and Relation Extraction in NLP EMNLP 2025 Semantic Networks Extracted from Students’ Think-Aloud Data are Correlated with Students’ Learning Performance EMNLP 2025 SOMD2025: A Challenging Shared Tasks for Software Related Information Extraction ACL 2025 SOMD 2025: Fine-tuning ModernBERT for In- and Out-of-Distribution NER and Relation Extraction of Software Mentions in Scientific Texts ACL 2025 SRM-LLM: Semantic Relationship Mining with LLMs for Temporal Knowledge Graph Extrapolation EMNLP 2025 SURE: Mutually Visible Objects and Self-generated Candidate Labels For Relation Extraction COLING 2025 Taxonomy-Driven Knowledge Graph Construction for Domain-Specific Scientific Applications ACL 2025 The contribution of LLMs to relation extraction in the economic field COLING 2025 The Search for Conflicts of Interest: Open Information Extraction in Scientific Publications EMNLP 2025 Towards Better Multi-task Learning: A Framework for Optimizing Dataset Combinations in Large Language Models NAACL 2025 T-T: Table Transformer for Tagging-based Aspect Sentiment Triplet Extraction IJCAI 2025 WojoodRelations: Arabic Relation Extraction Corpus and Modeling EMNLP 2025 XFormParser: A Simple and Effective Multimodal Multilingual Semi-structured Form Parser COLING 2025 Zero-Shot Cross-Sentential Scientific Relation Extraction via Entity-Guided Summarization AACL 2025 A Comprehensive Survey on Document-Level Information Extraction EMNLP 2024 A Dataset for Pharmacovigilance in German, French, and Japanese: Annotating Adverse Drug Reactions across Languages COLING 2024