model editing

Resolving Lexical Bias in Model Editing ICML 2025 Resolving UnderEdit & OverEdit with Iterative & Neighbor-Assisted Model Editing EMNLP 2025 Rethinking LLM Unlearning Objectives: A Gradient Perspective and Go Beyond ICLR 2025 Reversed Attention: On The Gradient Descent Of Attention Layers In GPT NAACL 2025 REVS: Unlearning Sensitive Information in Language Models via Rank Editing in the Vocabulary Space ACL 2025 RuleEdit: Towards Rule-Level Knowledge Generalization to Mitigate Over-Editing in Large Language Models ACL 2025 Safety Alignment via Constrained Knowledge Unlearning ACL 2025 Scaling Effects on Latent Representation Edits in GPT Models (Student Abstract) AAAI 2025 Selective Unlearning via Representation Erasure Using Domain Adversarial Training ICLR 2025 SemEval-2025 Task 4: Unlearning sensitive content from Large Language Models SemEval 2025 Sparse Activation Editing for Reliable Instruction Following in Narratives EMNLP 2025 SuMa: A Subspace Mapping Approach for Robust and Effective Concept Erasure in Text-to-Image Diffusion Models ICCV 2025 Surgical, Cheap, and Flexible: Mitigating False Refusal in Language Models via Single Vector Ablation ICLR 2025 The Mirage of Model Editing: Revisiting Evaluation in the Wild ACL 2025 Toward Efficient Data-Free Unlearning AAAI 2025 Towards a Principled Evaluation of Knowledge Editors ACL 2025 Towards Robust and Parameter-Efficient Knowledge Unlearning for LLMs ICLR 2025 Towards Source-Free Machine Unlearning CVPR 2025 Uncovering Overfitting in Large Language Model Editing ICLR 2025 Unlocking Efficient, Scalable, and Continual Knowledge Editing with Basis-Level Representation Fine-Tuning ICLR 2025 When is Task Vector Provably Effective for Model Editing? A Generalization Analysis of Nonlinear Transformers ICLR 2025 Adversarial Representation Engineering: A General Model Editing Framework for Large Language Models NeurIPS 2024 A Unified Framework for Model Editing EMNLP 2024 BadEdit: Backdooring Large Language Models by Model Editing ICLR 2024 Better Call SAUL: Fluent and Consistent Language Model Editing with Generation Regularization EMNLP 2024