knowledge editing

Representation Interventions Enable Lifelong Knowledge Memory Control in LLMs ACL 2026 SAME: Safety-Aware Model Editing Guided by Safety Transformation ACL 2026 Thesis Proposal: Targeted and Unified Cross-Lingual Unlearning from Multilingual Language Models ACL 2026 Towards Scalable Lifelong Knowledge Editing with Selective Knowledge Suppression ACL 2026 Tracking the Limits of Knowledge Propagation: How LLMs Fail at Multi-Step Reasoning with Conflicting Knowledge EACL 2026 Acquisition and Application of Novel Knowledge in Large Language Models ACL 2025 Active Domain Knowledge Acquisition with 100-Dollar Budget: Enhancing LLMs via Cost-Efficient, Expert-Involved Interaction in Sensitive Domains EMNLP 2025 AdaEdit: Advancing Continuous Knowledge Editing For Large Language Models ACL 2025 Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing ACL 2025 AIGT: AI Generative Table Based on Prompt COLING 2025 AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models ICLR 2025 Alternate Preference Optimization for Unlearning Factual Knowledge in Large Language Models COLING 2025 Analyzing the Effects of Supervised Fine-Tuning on Model Knowledge from Token and Parameter Levels EMNLP 2025 An Exploration of Knowledge Editing for Arabic EMNLP 2025 AnyEdit: Edit Any Knowledge Encoded in Language Models ICML 2025 Avoiding Knowledge Edit Skipping in Multi-hop Question Answering with Guided Decomposition EMNLP 2025 Awakening Augmented Generation: Learning to Awaken Internal Knowledge of Large Language Models for Question Answering COLING 2025 BabelEdits: A Benchmark and a Modular Approach for Robust Cross-lingual Knowledge Editing of Large Language Models ACL 2025 Balancing Knowledge Updates: Toward Unified Modular Editing in LLMs ACML 2025 Beneath the Surface of Consistency: Exploring Cross-lingual Knowledge Representation Sharing in LLMs NAACL 2025 Beyond Single-Value Metrics: Evaluating and Enhancing LLM Unlearning with Cognitive Diagnosis ACL 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