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knowledge editing

318 papers

KE

Papers

Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing ACL 2025 Robust Knowledge Editing via Explicit Reasoning Chains for Distractor-Resilient Multi-Hop QA EMNLP 2025 RuleEdit: Towards Rule-Level Knowledge Generalization to Mitigate Over-Editing in Large Language Models ACL 2025 SAKE: Steering Activations for Knowledge Editing ACL 2025 ScEdit: Script-based Assessment of Knowledge Editing ACL 2025 SeqMMR: Sequential Model Merging and LLM Routing for Enhanced Batched Sequential Knowledge Editing ACL 2025 Serial Lifelong Editing via Mixture of Knowledge Experts ACL 2025 SetKE: Knowledge Editing for Knowledge Elements Overlap IJCAI 2025 STACKFEED: Structured Textual Actor-Critic Knowledge base editing with FEEDback EMNLP 2025 STEAM: A Semantic-Level Knowledge Editing Framework for Large Language Models EMNLP 2025 StepKE: Stepwise Knowledge Editing for Multi-Hop Question Answering EMNLP 2025 SWEA: Updating Factual Knowledge in Large Language Models via Subject Word Embedding Altering AAAI 2025 The Knowledge Microscope: Features as Better Analytical Lenses than Neurons ACL 2025 The Mirage of Model Editing: Revisiting Evaluation in the Wild ACL 2025 Think and Recall: Layer-Level Prompting for Lifelong Model Editing EMNLP 2025 Towards a Principled Evaluation of Knowledge Editors ACL 2025 Towards Robust and Scalable Knowledge Editing in Text-to-Image Diffusion Models ACML 2025 Uncovering Overfitting in Large Language Model Editing ICLR 2025 Understanding the Side Effects of Rank-One Knowledge Editing EMNLP 2025 Unfamiliar Finetuning Examples Control How Language Models Hallucinate NAACL 2025 Unified Parameter-Efficient Unlearning for LLMs ICLR 2025 UNLEARN Efficient Removal of Knowledge in Large Language Models NAACL 2025 Unlocking Efficient, Scalable, and Continual Knowledge Editing with Basis-Level Representation Fine-Tuning ICLR 2025 Visual-Oriented Fine-Grained Knowledge Editing for MultiModal Large Language Models ICCV 2025 Wasserstein Distance Constraint and Parameter Sparsification for Batched and Iterative Knowledge Editing AAAI 2025