knowledge editing

Edit Once, Update Everywhere: A Simple Framework for Cross-Lingual Knowledge Synchronization in LLMs ACL 2025 Efficient Knowledge Editing via Minimal Precomputation ACL 2025 ELDER: Enhancing Lifelong Model Editing with Mixture-of-LoRA AAAI 2025 Enabling Self-Improving Agents to Learn at Test Time With Human-In-The-Loop Guidance EMNLP 2025 Everything is Editable: Extend Knowledge Editing to Unstructured Data in Large Language Models ICLR 2025 FaithUn: Toward Faithful Forgetting in Language Models by Investigating the Interconnectedness of Knowledge EMNLP 2025 FedLEKE: Federated Locate-then-Edit Knowledge Editing for Multi-Client Collaboration ACL 2025 Forget for Get: A Lightweight Two-phase Gradient Method for Knowledge Editing in Large Language Models EMNLP 2025 Forget the Token and Pixel: Rethinking Gradient Ascent for Concept Unlearning in Multimodal Generative Models ACL 2025 GeoEdit: Geometric Knowledge Editing for Large Language Models EMNLP 2025 HeadMap: Locating and Enhancing Knowledge Circuits in LLMs ICLR 2025 How Much Knowledge Can You Pack into a LoRA Adapter without Harming LLM? NAACL 2025 Identifying Query-Relevant Neurons in Large Language Models for Long-Form Texts AAAI 2025 In-Context Editing: Learning Knowledge from Self-Induced Distributions ICLR 2025 Initializing and Retrofitting Key-Value Adaptors for Traceable Model Editing ACL 2025 Is Factuality Enhancement a Free Lunch For LLMs? Better Factuality Can Lead to Worse Context-Faithfulness ICLR 2025 Is Fine-Tuning an Effective Solution? Reassessing Knowledge Editing for Unstructured Data IJCNLP 2025 Joint Knowledge Editing for Information Enrichment and Probability Promotion AAAI 2025 KELE: Residual Knowledge Erasure for Enhanced Multi-hop Reasoning in Knowledge Editing EMNLP 2025 Keys to Robust Edits: From Theoretical Insights to Practical Advances ACL 2025 Knowledge Decoupling via Orthogonal Projection for Lifelong Editing of Large Language Models ACL 2025 Knowledge Editing for Multi-Hop Question Answering Using Semantic Analysis IJCAI 2025 Knowledge Editing Induces Underconfidence in Language Models EMNLP 2025 Knowledge Editing through Chain-of-Thought EMNLP 2025 Knowledge Editing with Dynamic Knowledge Graphs for Multi-Hop Question Answering AAAI 2025