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

WojoodRelations: Arabic Relation Extraction Corpus and Modeling EMNLP 2025

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

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

Extracting Software Mentions and Relations using Transformers and LLM-Generated Synthetic Data at SOMD 2025 ACL 2025

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

Enhancing Multi-Hop Fact Verification with Structured Knowledge-Augmented Large Language Models AAAI 2025

DocIE@XLLM25: ZeroSemble - Robust and Efficient Zero-Shot Document Information Extraction with Heterogeneous Large Language Model Ensembles ACL 2025

DocIE@XLLM25: In-Context Learning for Information Extraction using Fully Synthetic Demonstrations ACL 2025

Few-Shot, No Problem: Descriptive Continual Relation Extraction AAAI 2025

Enhancing Relation Extraction via Supervised Rationale Verification and Feedback AAAI 2025

Effective Scene Graph Generation by Statistical Relation Distillation WACV 2025

Adaptive Prompting for Continual Relation Extraction: A Within-Task Variance Perspective AAAI 2025

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

Semantic Networks Extracted from Students’ Think-Aloud Data are Correlated with Students’ Learning Performance EMNLP 2025

Generation-Augmented Retrieval: Rethinking the Role of Large Language Models in Zero-Shot Relation Extraction EMNLP 2025

NakbaTR: A Turkish NER Dataset for Nakba Narratives COLING 2025

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

DocIE@XLLM25: UIEPrompter: A Unified Training-Free Framework for universal document-level information extraction via Structured Prompt ACL 2025

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

The Search for Conflicts of Interest: Open Information Extraction in Scientific Publications EMNLP 2025

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

Can dependency parses facilitate generalization in language models? A case study of cross-lingual relation extraction NAACL 2025

A Variational Approach for Mitigating Entity Bias in Relation Extraction ACL 2025

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

Artificial Relationships in Fiction: A Dataset for Advancing NLP in Literary Domains NAACL 2025