knowledge editing

Knowledge Graph-Driven Memory Editing with Directional Interventions EMNLP 2025 Knowledge Graph Unlearning with Schema COLING 2025 Knowledge in Superposition: Unveiling the Failures of Lifelong Knowledge Editing for Large Language Models AAAI 2025 KoLEG: On-the-Fly Korean Legal Knowledge Editing with Continuous Retrieval EMNLP 2025 Language Modeling with Editable External Knowledge NAACL 2025 Layer-Aware Task Arithmetic: Disentangling Task-Specific and Instruction-Following Knowledge EMNLP 2025 Learn and Unlearn: Addressing Misinformation in Multilingual LLMs EMNLP 2025 Lifelong Knowledge Editing for Vision Language Models with Low-Rank Mixture-of-Experts CVPR 2025 Lifelong Knowledge Editing requires Better Regularization EMNLP 2025 LLM Braces: Straightening Out LLM Predictions with Relevant Sub-Updates ACL 2025 Locate-then-edit for Multi-hop Factual Recall under Knowledge Editing ICML 2025 LyapLock: Bounded Knowledge Preservation in Sequential Large Language Model Editing EMNLP 2025 M2Edit: Locate and Edit Multi-Granularity Knowledge in Multimodal Large Language Model EMNLP 2025 Meetalk: Retrieval-Augmented and Adaptively Personalized Meeting Summarization with Knowledge Learning from User Corrections ACL 2025 MEMIT-Merge: Addressing MEMIT’s Key-Value Conflicts in Same-Subject Batch Editing for LLMs ACL 2025 Memorizing is Not Enough: Deep Knowledge Injection Through Reasoning ACL 2025 MicroEdit: Neuron-level Knowledge Disentanglement and Localization in Lifelong Model Editing EMNLP 2025 MindBridge: Scalable and Cross-Model Knowledge Editing via Memory-Augmented Modality ACL 2025 Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing ICML 2025 Mitigating Negative Interference in Multilingual Knowledge Editing through Null-Space Constraints ACL 2025 MLaKE: Multilingual Knowledge Editing Benchmark for Large Language Models COLING 2025 MMKE-Bench: A Multimodal Editing Benchmark for Diverse Visual Knowledge ICLR 2025 Modality-Aware Neuron Pruning for Unlearning in Multimodal Large Language Models ACL 2025 Model Merging for Knowledge Editing ACL 2025 Model Unlearning via Sparse Autoencoder Subspace Guided Projections EMNLP 2025