| A Comprehensive Study of Knowledge Editing for Large Language Models | Jan 2, 2024 | knowledge editingModel Editing | CodeCode Available | 5 |
| EasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models | Aug 14, 2023 | knowledge editing | CodeCode Available | 3 |
| AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models | Oct 3, 2024 | knowledge editingModel Editing | CodeCode Available | 3 |
| Editing Language Model-based Knowledge Graph Embeddings | Jan 25, 2023 | EDIT Taskknowledge editing | CodeCode Available | 2 |
| Knowledge Circuits in Pretrained Transformers | May 28, 2024 | In-Context Learningknowledge editing | CodeCode Available | 2 |
| In-Context Editing: Learning Knowledge from Self-Induced Distributions | Jun 17, 2024 | Image EditingIn-Context Learning | CodeCode Available | 2 |
| VLKEB: A Large Vision-Language Model Knowledge Editing Benchmark | Mar 12, 2024 | knowledge editingLanguage Modeling | CodeCode Available | 2 |
| Finding and Editing Multi-Modal Neurons in Pre-Trained Transformers | Nov 13, 2023 | Hallucinationknowledge editing | CodeCode Available | 1 |
| Neuron-Level Knowledge Attribution in Large Language Models | Dec 19, 2023 | knowledge editing | CodeCode Available | 1 |
| Investigating Multi-Hop Factual Shortcuts in Knowledge Editing of Large Language Models | Feb 19, 2024 | knowledge editing | CodeCode Available | 1 |
| Cross-Lingual Knowledge Editing in Large Language Models | Sep 16, 2023 | knowledge editing | CodeCode Available | 1 |
| Event-level Knowledge Editing | Feb 20, 2024 | knowledge editingTriplet | CodeCode Available | 1 |
| BadEdit: Backdooring large language models by model editing | Mar 20, 2024 | Backdoor Attackknowledge editing | CodeCode Available | 1 |
| History Matters: Temporal Knowledge Editing in Large Language Model | Dec 9, 2023 | knowledge editingLanguage Modeling | CodeCode Available | 1 |
| Can We Edit Factual Knowledge by In-Context Learning? | May 22, 2023 | In-Context Learningknowledge editing | CodeCode Available | 1 |
| Can Knowledge Editing Really Correct Hallucinations? | Oct 21, 2024 | Hallucinationknowledge editing | CodeCode Available | 1 |
| Can Editing LLMs Inject Harm? | Jul 29, 2024 | FairnessGeneral Knowledge | CodeCode Available | 1 |
| CaKE: Circuit-aware Editing Enables Generalizable Knowledge Learners | Mar 20, 2025 | knowledge editing | CodeCode Available | 1 |
| Assessing Knowledge Editing in Language Models via Relation Perspective | Nov 15, 2023 | knowledge editingRelation | CodeCode Available | 1 |
| Composable Interventions for Language Models | Jul 9, 2024 | knowledge editingMachine Unlearning | CodeCode Available | 1 |
| Decoding by Contrasting Knowledge: Enhancing LLMs' Confidence on Edited Facts | May 19, 2024 | knowledge 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 |
| Context Robust Knowledge Editing for Language Models | May 29, 2025 | knowledge editing | CodeCode Available | 1 |
| CodeUpdateArena: Benchmarking Knowledge Editing on API Updates | Jul 8, 2024 | Benchmarkingknowledge editing | CodeCode Available | 1 |
| DeepEdit: Knowledge Editing as Decoding with Constraints | Jan 19, 2024 | Informativenessknowledge editing | CodeCode Available | 1 |
