Knowledge Editing

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 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 Model Merging for Knowledge Editing ACL 2025 MPVStance: Mitigating Hallucinations in Stance Detection with Multi-Perspective Verification ACL 2025 MQA-KEAL: Multi-hop Question Answering under Knowledge Editing for Arabic Language COLING 2025 MQuAKE-Remastered: Multi-Hop Knowledge Editing Can Only Be Advanced with Reliable Evaluations ICLR 2025 Multilingual Knowledge Editing with Language-Agnostic Factual Neurons COLING 2025 Multimedia Event Extraction with LLM Knowledge Editing EMNLP 2025 Neuron Empirical Gradient: Discovering and Quantifying Neurons’ Global Linear Controllability ACL 2025 Neuron-Level Sequential Editing for Large Language Models ACL 2025 NeuroReset : LLM Unlearning via Dual Phase Mixed Methodology SemEval 2025 Not Every Token Needs Forgetting: Selective Unlearning Balancing Forgetting and Utility in Large Language Models EMNLP 2025 NyayGraph: A Knowledge Graph Enhanced Approach for Legal Statute Identification in Indian Law using Large Language Models EMNLP 2025 OG-RAG: Ontology-grounded retrieval-augmented generation for large language models EMNLP 2025 One for All: Update Parameterized Knowledge Across Multiple Models with Once Edit ACL 2025 Parameter-Aware Contrastive Knowledge Editing: Tracing and Rectifying based on Critical Transmission Paths ACL 2025 Paths Not Taken: Understanding and Mending the Multilingual Factual Recall Pipeline EMNLP 2025 Perovskite-LLM: Knowledge-Enhanced Large Language Models for Perovskite Solar Cell Research EMNLP 2025 Perturbation-Restrained Sequential Model Editing ICLR 2025 Precise Localization of Memories: A Fine-grained Neuron-level Knowledge Editing Technique for LLMs ICLR 2025 REACT: Representation Extraction And Controllable Tuning to Overcome Overfitting in LLM Knowledge Editing EMNLP 2025 Realistic Training Data Generation and Rule Enhanced Decoding in LLM for NameGuess EMNLP 2025