| Can We Edit Factual Knowledge by In-Context Learning? | May 22, 2023 | In-Context Learningknowledge editing | CodeCode Available | 1 | 5 |
| History Matters: Temporal Knowledge Editing in Large Language Model | Dec 9, 2023 | knowledge editingLanguage Modeling | CodeCode Available | 1 | 5 |
| Does Localization Inform Editing? Surprising Differences in Causality-Based Localization vs. Knowledge Editing in Language Models | Jan 10, 2023 | Denoisingknowledge editing | CodeCode Available | 1 | 5 |
| Stable Knowledge Editing in Large Language Models | Feb 20, 2024 | knowledge editing | CodeCode Available | 1 | 5 |
| Beyond Memorization: A Rigorous Evaluation Framework for Medical Knowledge Editing | Jun 4, 2025 | knowledge editingMemorization | CodeCode Available | 0 | 5 |
| ComprehendEdit: A Comprehensive Dataset and Evaluation Framework for Multimodal Knowledge Editing | Dec 17, 2024 | knowledge editing | CodeCode Available | 0 | 5 |
| Knowledge in Superposition: Unveiling the Failures of Lifelong Knowledge Editing for Large Language Models | Aug 14, 2024 | knowledge editing | CodeCode Available | 0 | 5 |
| Commonsense Knowledge Editing Based on Free-Text in LLMs | Oct 31, 2024 | knowledge editing | CodeCode Available | 0 | 5 |
| CollabEdit: Towards Non-destructive Collaborative Knowledge Editing | Oct 12, 2024 | knowledge editingPrivacy Preserving | CodeCode Available | 0 | 5 |
| Identifying Query-Relevant Neurons in Large Language Models for Long-Form Texts | Jun 16, 2024 | DecoderForm | CodeCode Available | 0 | 5 |
