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Relation Extraction

207 directly classified papers

Papers per year

Papers

Are Relational Triple Extraction Frameworks Sufficient for Hyper-relational Facts ? AACL 2025
Modeling Complex Semantics Relation with Contrastively Fine-Tuned Relational Encoders ACL 2025
Few-Shot, No Problem: Descriptive Continual Relation Extraction AAAI 2025
COMM: Concentrated Margin Maximization for Robust Document-Level Relation Extraction AAAI 2025
Mitigating Non-Representative Prototypes and Representation Bias in Few-Shot Continual Relation Extraction ACL 2025
A Variational Approach for Mitigating Entity Bias in Relation Extraction ACL 2025
SOMD2025: A Challenging Shared Tasks for Software Related Information Extraction ACL 2025
Generating Diverse Training Samples for Relation Extraction with Large Language Models ACL 2025
Prototype-Guided Multimodal Relation Extraction based on Entity Attributes AAAI 2025
WojoodRelations: Arabic Relation Extraction Corpus and Modeling EMNLP 2025
Benchmarking zero-shot biomedical relation triplet extraction across language model architectures ACL 2025
Overview of #SMM4H 2024 – Task 2: Cross-Lingual Few-Shot Relation Extraction for Pharmacovigilance in French, German, and Japanese ACL 2024
A Hierarchical Network for Multimodal Document-Level Relation Extraction AAAI 2024
Team Yseop at #SMM4H 2024: Multilingual Pharmacovigilance Named Entity Recognition and Relation Extraction ACL 2024
Continual Few-shot Relation Extraction via Adaptive Gradient Correction and Knowledge Decomposition ACL 2024
Making LLMs as Fine-Grained Relation Extraction Data Augmentor IJCAI 2024
GADePo: Graph-Assisted Declarative Pooling Transformers for Document-Level Relation Extraction ACL 2024
Revisiting Document-Level Relation Extraction with Context-Guided Link Prediction AAAI 2024
Making Pre-trained Language Models Better Continual Few-Shot Relation Extractors COLING 2024
Enhancing Low-Resource Relation Representations through Multi-View Decoupling AAAI 2024
Malaysian English News Decoded: A Linguistic Resource for Named Entity and Relation Extraction COLING 2024
Open-Vocabulary Video Relation Extraction AAAI 2024
Towards Better Graph-based Cross-document Relation Extraction via Non-bridge Entity Enhancement and Prediction Debiasing ACL 2024
When Phrases Meet Probabilities: Enabling Open Relation Extraction with Cooperating Large Language Models ACL 2024
The State of Relation Extraction Data Quality: Is Bigger Always Better? ACL 2024