relation extraction

A Domain-Specific Curated Benchmark for Entity and Document-Level Relation Extraction EACL 2026 Counterfactual-based Cognitive Alignment In-Context Learning for Relation Extraction AAAI 2026 End-to-End Hyper-Relational Information Extraction for Engineering Diagrams via Dynamically Tokenized Relation Transformer CVPR 2026 GSAP-ERE: Fine-Grained Scholarly Entity and Relation Extraction Focused on Machine Learning AAAI 2026 LLMs Underperform Graph-Based Parsers on Supervised Relation Extraction for Complex Graphs ACL 2026 MMUIE: Massive Multi-Domain Universal Information Extraction for Long Documents EACL 2026 NeuroRule: Bridging Vision and Logic with Differentiable Rule Induction CVPR 2026 On the Role of Discriminative Models in Generative Relation Extraction ACL 2026 RECoRD: A Multi-Agent LLM Framework for Reverse Engineering Codebase to Relational Diagram AAAI 2026 SCIR: A Self-Correcting Iterative Refinement Framework for Enhanced Information Extraction Based on Schema AAAI 2026 Structured Semantic Information Helps Retrieve Better Examples for In-Context Learning Applied to Few-Shot Relation Extraction ACL 2026 Thesis Proposal: LLMs post-training for multilingual medical tasks. Instruction-Tuning, Continual-Pretraining or Reasoning? ACL 2026 Thesis Proposal: Stability-Aware, Evidence-Grounded Knowledge Graph for Substance Use Disorders and Social Determinants of Health EACL 2026 Wikontic: Constructing Wikidata-Aligned, Ontology-Aware Knowledge Graphs with Large Language Models EACL 2026 A benchmark for end-to-end zero-shot biomedical relation extraction with LLMs: experiments with OpenAI models AACL 2025 A City of Millions: Mapping Literary Social Networks At Scale NAACL 2025 Adaptive Prompting for Continual Relation Extraction: A Within-Task Variance Perspective AAAI 2025 AMR-RE: Abstract Meaning Representations for Retrieval-Based In-Context Learning in Relation Extraction NAACL 2025 Are Relational Triple Extraction Frameworks Sufficient for Hyper-relational Facts ? IJCNLP 2025 ARPDL: Adaptive Relational Prior Distribution Loss as an Adapter for Document-Level Relation Extraction IJCAI 2025 Artificial Relationships in Fiction: A Dataset for Advancing NLP in Literary Domains NAACL 2025 A Self-Denoising Model for Robust Few-Shot Relation Extraction ACL 2025 A Unified Framework for N-ary Property Information Extraction in Materials Science EMNLP 2025 Automated Knowledge Graph Construction using Large Language Models and Sentence Complexity Modelling EMNLP 2025 A Variational Approach for Mitigating Entity Bias in Relation Extraction ACL 2025