relation extraction

915 papers

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Also known as

MRE REE DOCRE OPENRE RE ERE DS-RE LRE NRE

Co-occurring keywords

named entity recognition (2801) information extraction (1071) distant supervision (314) knowledge graph (1795) entity extraction (257) large language model (12755) neural network (6616) few-shot learning (3390) knowledge base (801) zero-shot learning (3637)

Papers

Thesis Proposal: Stability-Aware, Evidence-Grounded Knowledge Graph for Substance Use Disorders and Social Determinants of Health EACL 2026

RECoRD: A Multi-Agent LLM Framework for Reverse Engineering Codebase to Relational Diagram AAAI 2026

GSAP-ERE: Fine-Grained Scholarly Entity and Relation Extraction Focused on Machine Learning AAAI 2026

MMUIE: Massive Multi-Domain Universal Information Extraction for Long Documents EACL 2026

Wikontic: Constructing Wikidata-Aligned, Ontology-Aware Knowledge Graphs with Large Language Models EACL 2026

SCIR: A Self-Correcting Iterative Refinement Framework for Enhanced Information Extraction Based on Schema AAAI 2026

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

Relation Extraction or Pattern Matching? Unravelling the Generalisation Limits of Language Models for Biographical RE IJCNLP 2025

From In-Distribution to Out-of-Distribution: Joint Loss for Improving Generalization in Software Mention and Relation Extraction ACL 2025

Improving Data Annotation for Low-Resource Relation Extraction with Logical Rule-Augmented Collaborative Language Models NAACL 2025

NakbaTR: A Turkish NER Dataset for Nakba Narratives COLING 2025

Bridging Generative and Discriminative Learning: Few-Shot Relation Extraction via Two-Stage Knowledge-Guided Pre-training IJCAI 2025

The contribution of LLMs to relation extraction in the economic field COLING 2025

Enhancing Discriminative Representation in Similar Relation Clusters for Few-Shot Continual Relation Extraction NAACL 2025

SOMD 2025: Fine-tuning ModernBERT for In- and Out-of-Distribution NER and Relation Extraction of Software Mentions in Scientific Texts ACL 2025

ARPDL: Adaptive Relational Prior Distribution Loss as an Adapter for Document-Level Relation Extraction IJCAI 2025

Modeling Complex Semantics Relation with Contrastively Fine-Tuned Relational Encoders ACL 2025

Fine-Tuning Large Language Models for Relation Extraction within a Retrieval-Augmented Generation Framework ACL 2025

Exploring Multimodal Relation Extraction of Hierarchical Tabular Data with Multi-task Learning ACL 2025

SOMD2025: A Challenging Shared Tasks for Software Related Information Extraction ACL 2025

Benchmarking zero-shot biomedical relation triplet extraction across language model architectures ACL 2025

BIOPSY - Biomarkers In Oncology: Pipeline for Structured Yielding EMNLP 2025

Massively Multilingual Instruction-Following Information Extraction ACL 2025

Towards Better Multi-task Learning: A Framework for Optimizing Dataset Combinations in Large Language Models NAACL 2025