| Editing Large Language Models: Problems, Methods, and Opportunities | May 22, 2023 | Model Editing | CodeCode Available | 1 |
| Editing Implicit Assumptions in Text-to-Image Diffusion Models | Mar 14, 2023 | AttributeModel Editing | CodeCode Available | 1 |
| Transformer-Patcher: One Mistake worth One Neuron | Jan 24, 2023 | Model Editing | CodeCode Available | 1 |
| Does Localization Inform Editing? Surprising Differences in Causality-Based Localization vs. Knowledge Editing in Language Models | Jan 10, 2023 | Denoisingknowledge editing | CodeCode Available | 1 |
| Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors | Nov 20, 2022 | Model EditingWorld Knowledge | CodeCode Available | 1 |
| Memory-Based Model Editing at Scale | Jun 13, 2022 | counterfactualDialogue Generation | CodeCode Available | 1 |
| Learning to Model Editing Processes | May 24, 2022 | Machine Translationmodel | CodeCode Available | 1 |
| Fast Model Editing at Scale | Oct 21, 2021 | GPULanguage Modelling | CodeCode Available | 1 |
| ModelPS: An Interactive and Collaborative Platform for Editing Pre-trained Models at Scale | May 18, 2021 | Model Editing | CodeCode Available | 1 |
| Model Editing as a Double-Edged Sword: Steering Agent Ethical Behavior Toward Beneficence or Harm | Jun 25, 2025 | Model Editing | CodeCode Available | 0 |
| DualEdit: Dual Editing for Knowledge Updating in Vision-Language Models | Jun 16, 2025 | Model Editing | —Unverified | 0 |
| Mitigating Safety Fallback in Editing-based Backdoor Injection on LLMs | Jun 16, 2025 | DiversityModel Editing | CodeCode Available | 0 |
| SoK: Machine Unlearning for Large Language Models | Jun 10, 2025 | Large Language ModelMachine Unlearning | —Unverified | 0 |
| MEMOIR: Lifelong Model Editing with Minimal Overwrite and Informed Retention for LLMs | Jun 9, 2025 | HallucinationModel Editing | —Unverified | 0 |
| The OCR Quest for Generalization: Learning to recognize low-resource alphabets with model editing | Jun 7, 2025 | Meta-LearningModel Editing | —Unverified | 0 |
| On Fairness of Task Arithmetic: The Role of Task Vectors | May 30, 2025 | FairnessHate Speech Detection | —Unverified | 0 |
| Drop Dropout on Single-Epoch Language Model Pretraining | May 30, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Model Unlearning via Sparse Autoencoder Subspace Guided Projections | May 30, 2025 | Adversarial Robustnessfeature selection | —Unverified | 0 |
| DocMEdit: Towards Document-Level Model Editing | May 26, 2025 | modelModel Editing | —Unverified | 0 |
| REACT: Representation Extraction And Controllable Tuning to Overcome Overfitting in LLM Knowledge Editing | May 25, 2025 | knowledge editingLanguage Modeling | —Unverified | 0 |
| Disentangling Knowledge Representations for Large Language Model Editing | May 24, 2025 | Disentanglementknowledge editing | —Unverified | 0 |
| Localizing Knowledge in Diffusion Transformers | May 24, 2025 | Model Editing | —Unverified | 0 |
| Model Editing with Graph-Based External Memory | May 23, 2025 | graph constructionmodel | —Unverified | 0 |
| LyapLock: Bounded Knowledge Preservation in Sequential Large Language Model Editing | May 21, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| UniErase: Unlearning Token as a Universal Erasure Primitive for Language Models | May 21, 2025 | Machine UnlearningModel Editing | CodeCode Available | 0 |
