| One Mind, Many Tongues: A Deep Dive into Language-Agnostic Knowledge Neurons in Large Language Models | Nov 26, 2024 | knowledge editing | —Unverified | 0 |
| Lifelong Knowledge Editing for Vision Language Models with Low-Rank Mixture-of-Experts | Nov 23, 2024 | knowledge editingMixture-of-Experts | —Unverified | 0 |
| Visual-Oriented Fine-Grained Knowledge Editing for MultiModal Large Language Models | Nov 19, 2024 | knowledge editing | —Unverified | 0 |
| Model Editing for LLMs4Code: How Far are We? | Nov 11, 2024 | 16kCode Generation | CodeCode Available | 0 |
| Commonsense Knowledge Editing Based on Free-Text in LLMs | Oct 31, 2024 | knowledge editing | CodeCode Available | 0 |
| Reasons and Solutions for the Decline in Model Performance after Editing | Oct 31, 2024 | knowledge editing | CodeCode Available | 0 |
| Representation Shattering in Transformers: A Synthetic Study with Knowledge Editing | Oct 22, 2024 | knowledge editingMamba | —Unverified | 0 |
| Can Knowledge Editing Really Correct Hallucinations? | Oct 21, 2024 | Hallucinationknowledge editing | CodeCode Available | 1 |
| EcomEdit: An Automated E-commerce Knowledge Editing Framework for Enhanced Product and Purchase Intention Understanding | Oct 18, 2024 | knowledge editing | —Unverified | 0 |
| Can We Reverse In-Context Knowledge Edits? | Oct 16, 2024 | knowledge editingLanguage Modelling | —Unverified | 0 |
| Mechanistic Unlearning: Robust Knowledge Unlearning and Editing via Mechanistic Localization | Oct 16, 2024 | knowledge editingLanguage Modeling | —Unverified | 0 |
| O-Edit: Orthogonal Subspace Editing for Language Model Sequential Editing | Oct 15, 2024 | knowledge editingLanguage Modeling | —Unverified | 0 |
| CollabEdit: Towards Non-destructive Collaborative Knowledge Editing | Oct 12, 2024 | knowledge editingPrivacy Preserving | CodeCode Available | 0 |
| Keys to Robust Edits: from Theoretical Insights to Practical Advances | Oct 12, 2024 | knowledge editingSpecificity | —Unverified | 0 |
| Uncovering Overfitting in Large Language Model Editing | Oct 10, 2024 | AttributeIn-Context Learning | —Unverified | 0 |
| Mitigating Gender Bias in Code Large Language Models via Model Editing | Oct 10, 2024 | Code Generationknowledge editing | —Unverified | 0 |
| Locate-then-edit for Multi-hop Factual Recall under Knowledge Editing | Oct 8, 2024 | knowledge editing | —Unverified | 0 |
| RIPPLECOT: Amplifying Ripple Effect of Knowledge Editing in Language Models via Chain-of-Thought In-Context Learning | Oct 4, 2024 | In-Context Learningknowledge editing | CodeCode Available | 0 |
| AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models | Oct 3, 2024 | knowledge editingModel Editing | CodeCode Available | 3 |
| Precision Knowledge Editing: Enhancing Safety in Large Language Models | Oct 2, 2024 | knowledge editingManagement | —Unverified | 0 |
| Towards Unified Multimodal Editing with Enhanced Knowledge Collaboration | Sep 30, 2024 | knowledge editing | CodeCode Available | 1 |
| Identifying Knowledge Editing Types in Large Language Models | Sep 29, 2024 | Domain Generalizationknowledge editing | CodeCode Available | 0 |
| "Why" Has the Least Side Effect on Model Editing | Sep 27, 2024 | Experimental Designknowledge editing | —Unverified | 0 |
| Pioneering Reliable Assessment in Text-to-Image Knowledge Editing: Leveraging a Fine-Grained Dataset and an Innovative Criterion | Sep 26, 2024 | Image GenerationIn-Context Learning | CodeCode Available | 0 |
| MQA-KEAL: Multi-hop Question Answering under Knowledge Editing for Arabic Language | Sep 18, 2024 | knowledge editingMulti-hop Question Answering | —Unverified | 0 |
