← Resources & Methods
Natural Language Processing › Resources & Methods ›

Knowledge Editing

459 directly classified papers

Papers per year

Papers

Towards a Principled Evaluation of Knowledge Editors ACL 2025
Dynamic Retriever for In-Context Knowledge Editing via Policy Optimization EMNLP 2025
A General Framework to Enhance Fine-tuning-based LLM Unlearning ACL 2025
Continuously Steering LLMs Sensitivity to Contextual Knowledge with Proxy Models EMNLP 2025
ZJUKLAB at SemEval-2025 Task 4: Unlearning via Model Merging. SEMEVAL 2025
LLaVA Needs More Knowledge: Retrieval Augmented Natural Language Generation with Knowledge Graph for Explaining Thoracic Pathologies AAAI 2025
Thread: A Logic-Based Data Organization Paradigm for How-To Question Answering with Retrieval Augmented Generation EMNLP 2025
Knowledge Decoupling via Orthogonal Projection for Lifelong Editing of Large Language Models ACL 2025
RelEdit: Evaluating Conceptual Knowledge Editing in Language Models via Relational Reasoning ACL 2025
Has this Fact been Edited? Detecting Knowledge Edits in Language Models NAACL 2025
The Feasibility of Topic-Based Watermarking on Academic Peer Reviews IJCNLP 2025
Learning from Hallucinations: Mitigating Hallucinations in LLMs via Internal Representation Intervention IJCNLP 2025
BIRD: Bronze Inscription Restoration and Dating EMNLP 2025
Does Localization Inform Unlearning? A Rigorous Examination of Local Parameter Attribution for Knowledge Unlearning in Language Models EMNLP 2025
Supportiveness-based Knowledge Rewriting for Retrieval-augmented Language Modeling NAACL 2025
Alleviating Hallucinations from Knowledge Misalignment in Large Language Models via Selective Abstention Learning ACL 2025
RuleEdit: Towards Rule-Level Knowledge Generalization to Mitigate Over-Editing in Large Language Models ACL 2025
MindBridge: Scalable and Cross-Model Knowledge Editing via Memory-Augmented Modality ACL 2025
MPVStance: Mitigating Hallucinations in Stance Detection with Multi-Perspective Verification ACL 2025
BioGraphia: A LLM-Assisted Biological Pathway Graph Annotation Platform EMNLP 2025
MQA-KEAL: Multi-hop Question Answering under Knowledge Editing for Arabic Language COLING 2025
Multilingual Knowledge Editing with Language-Agnostic Factual Neurons COLING 2025
AIGT: AI Generative Table Based on Prompt COLING 2025
OG-RAG: Ontology-grounded retrieval-augmented generation for large language models EMNLP 2025
KELE: Residual Knowledge Erasure for Enhanced Multi-hop Reasoning in Knowledge Editing EMNLP 2025