knowledge editing

Can Knowledge Editing Really Correct Hallucinations? ICLR 2025 Can Prompts Rewind Time for LLMs? Evaluating the Effectiveness of Prompted Knowledge Cutoffs EMNLP 2025 Can We Edit LLMs for Long-Tail Biomedical Knowledge? EMNLP 2025 ChainEdit: Propagating Ripple Effects in LLM Knowledge Editing through Logical Rule-Guided Chains ACL 2025 CKnowEdit: A New Chinese Knowledge Editing Dataset for Linguistics, Facts, and Logic Error Correction in LLMs ACL 2025 CollabEdit: Towards Non-destructive Collaborative Knowledge Editing ICLR 2025 COMPKE: Complex Question Answering under Knowledge Editing ACL 2025 Composable Interventions for Language Models ICLR 2025 ComprehendEdit: A Comprehensive Dataset and Evaluation Framework for Multimodal Knowledge Editing AAAI 2025 Concept-ROT: Poisoning Concepts in Large Language Models with Model Editing ICLR 2025 ConKE: Conceptualization-Augmented Knowledge Editing in Large Language Models for Commonsense Reasoning ACL 2025 Context-Robust Knowledge Editing for Language Models ACL 2025 Continuously Steering LLMs Sensitivity to Contextual Knowledge with Proxy Models EMNLP 2025 Contrastive Perplexity for Controlled Generation: An Application in Detoxifying Large Language Models ACL 2025 CoreEval: Automatically Building Contamination-Resilient Datasets with Real-World Knowledge toward Reliable LLM Evaluation ACL 2025 CyberPal.AI: Empowering LLMs with Expert-Driven Cybersecurity Instructions AAAI 2025 Decoding by Contrasting Knowledge: Enhancing Large Language Model Confidence on Edited Facts ACL 2025 Decoupling Reasoning and Knowledge Injection for In-Context Knowledge Editing ACL 2025 DocMEdit: Towards Document-Level Model Editing ACL 2025 Does Localization Inform Unlearning? A Rigorous Examination of Local Parameter Attribution for Knowledge Unlearning in Language Models EMNLP 2025 Does Time Have Its Place? Temporal Heads: Where Language Models Recall Time-specific Information ACL 2025 Dynamic Retriever for In-Context Knowledge Editing via Policy Optimization EMNLP 2025 EasyEdit2: An Easy-to-use Steering Framework for Editing Large Language Models EMNLP 2025 Editing Across Languages: A Survey of Multilingual Knowledge Editing EMNLP 2025 Editing Memories Through Few Targeted Neurons AAAI 2025