Knowledge Editing

BabelEdits: A Benchmark and a Modular Approach for Robust Cross-lingual Knowledge Editing of Large Language Models ACL 2025 BioGraphia: A LLM-Assisted Biological Pathway Graph Annotation Platform EMNLP 2025 BIRD: Bronze Inscription Restoration and Dating EMNLP 2025 BMIKE-53: Investigating Cross-Lingual Knowledge Editing with In-Context Learning ACL 2025 Bring Your Own Knowledge: A Survey of Methods for LLM Knowledge Expansion ACL 2025 CaKE: Circuit-aware Editing Enables Generalizable Knowledge Learners EMNLP 2025 Can Knowledge be Transferred from Unimodal to Multimodal? Investigating the Transitivity of Multimodal Knowledge Editing ICCV 2025 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 Catastrophic Failure of LLM Unlearning via Quantization ICLR 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 ComprehendEdit: A Comprehensive Dataset and Evaluation Framework for Multimodal Knowledge Editing AAAI 2025 Concept Distillation from Strong to Weak Models via Hypotheses-to-Theories Prompting NAACL 2025 ConKE: Conceptualization-Augmented Knowledge Editing in Large Language Models for Commonsense Reasoning ACL 2025 Constraining Sequential Model Editing with Editing Anchor Compression NAACL 2025 Context-Robust Knowledge Editing for Language Models ACL 2025 Continuously Steering LLMs Sensitivity to Contextual Knowledge with Proxy Models EMNLP 2025 CUTN_Bio at BioLaySumm: Multi-Task Prompt Tuning with External Knowledge and Readability adaptation for Layman Summarization ACL 2025 Data Doping or True Intelligence? Evaluating the Transferability of Injected Knowledge in LLMs EMNLP 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