knowledge editing

ALEX:A Light Editing-knowledge Extractor AAAI 2026 Aligning Language Models with Real-time Knowledge Editing ACL 2026 Beyond Memorization: A Rigorous Evaluation Framework for Medical Knowledge Editing EACL 2026 CAKE: Causal-Guided Adaptive Knowledge Editing for LLMs ACL 2026 Can Editing LLMs Inject Harm? AAAI 2026 Can Factual Opinions Be Edited (Manipulated) in Large Language Models? ACL 2026 CLICKER: Cross-Lingual Knowledge Editing via In-Context Learning with Adaptive Stepwise Reasoning EACL 2026 Correct When Paired, Wrong When Split: Decoupling and Editing Modality-Specific Neurons in MLLMs ACL 2026 Cross-Modal Unlearning via Influential Neuron Path Editing in Multimodal Large Language Models AAAI 2026 DSCA: Dynamic Subspace Concept Alignment for Lifelong VLM Editing CVPR 2026 EchoEdit: Consistent Multi-Hop Question Answering via Ripple Control in Knowledge Editing AAAI 2026 Editing as Unlearning: Are Knowledge Editing Methods Strong Baselines for Large Language Model Unlearning? AAAI 2026 Editing Is a Bargaining Game: Balanced Knowledge Editing in Large Language Models AAAI 2026 Editing the Moving World: Model Editing for Video LLMs ACL 2026 Fisher-Driven Adaptive Locating for Knowledge Editing in Large Language Models ACL 2026 Hybrid-DMKG: A Hybrid Reasoning Framework over Dynamic Multimodal Knowledge Graphs for Multimodal Multihop QA with Knowledge Editing AAAI 2026 Knowledge Control for Responsible Generative AI: Bridging Academia, Industry, and Society ACL 2026 Learning to Edit Knowledge via Instruction-based Chain-of-Thought Prompting ACL 2026 MedMKEB: A Comprehensive Knowledge Editing Benchmark for Medical Multimodal Large Language Models AAAI 2026 Mitigating Error Accumulation in Knowledge Editing for Multi-Hop Question Answering AAAI 2026 Multi-granularity Temporal Knowledge Editing over Large Language Models AAAI 2026 MultiMedBench: A Scenario-Aware Benchmark for Evaluating Knowledge Editing in Medical VQA AAAI 2026 Multiplicative Orthogonal Sequential Editing for Language Models AAAI 2026 On the Superimposed Noise Accumulation Problem in Sequential Knowledge Editing of Large Language Models AAAI 2026 Persuasion Tokens for Editing Factual Knowledge in LLMs EACL 2026