| A Comprehensive Study of Knowledge Editing for Large Language Models | Jan 2, 2024 | knowledge editingModel Editing | CodeCode Available | 5 |
| AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models | Oct 3, 2024 | knowledge editingModel Editing | CodeCode Available | 3 |
| EasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models | Aug 14, 2023 | knowledge editing | CodeCode Available | 3 |
| In-Context Editing: Learning Knowledge from Self-Induced Distributions | Jun 17, 2024 | Image EditingIn-Context Learning | CodeCode Available | 2 |
| Knowledge Circuits in Pretrained Transformers | May 28, 2024 | In-Context Learningknowledge editing | CodeCode Available | 2 |
| VLKEB: A Large Vision-Language Model Knowledge Editing Benchmark | Mar 12, 2024 | knowledge editingLanguage Modeling | CodeCode Available | 2 |
| Editing Language Model-based Knowledge Graph Embeddings | Jan 25, 2023 | EDIT Taskknowledge editing | CodeCode Available | 2 |
| Context Robust Knowledge Editing for Language Models | May 29, 2025 | knowledge editing | CodeCode Available | 1 |
| CaKE: Circuit-aware Editing Enables Generalizable Knowledge Learners | Mar 20, 2025 | knowledge editing | CodeCode Available | 1 |
| MMKE-Bench: A Multimodal Editing Benchmark for Diverse Visual Knowledge | Feb 27, 2025 | knowledge editing | CodeCode Available | 1 |
| Knowledge Editing through Chain-of-Thought | Dec 23, 2024 | knowledge editingWorld Knowledge | CodeCode Available | 1 |
| Knowledge Editing with Dynamic Knowledge Graphs for Multi-Hop Question Answering | Dec 18, 2024 | graph constructionknowledge editing | CodeCode Available | 1 |
| Can Knowledge Editing Really Correct Hallucinations? | Oct 21, 2024 | Hallucinationknowledge editing | CodeCode Available | 1 |
| Towards Unified Multimodal Editing with Enhanced Knowledge Collaboration | Sep 30, 2024 | knowledge editing | CodeCode Available | 1 |
| OneEdit: A Neural-Symbolic Collaboratively Knowledge Editing System | Sep 9, 2024 | knowledge editingKnowledge Graphs | CodeCode Available | 1 |
| Can Editing LLMs Inject Harm? | Jul 29, 2024 | FairnessGeneral Knowledge | CodeCode Available | 1 |
| Composable Interventions for Language Models | Jul 9, 2024 | knowledge editingMachine Unlearning | CodeCode Available | 1 |
| CodeUpdateArena: Benchmarking Knowledge Editing on API Updates | Jul 8, 2024 | Benchmarkingknowledge editing | CodeCode Available | 1 |
| Everything is Editable: Extend Knowledge Editing to Unstructured Data in Large Language Models | May 24, 2024 | knowledge editingWorld Knowledge | CodeCode Available | 1 |
| Decoding by Contrasting Knowledge: Enhancing LLMs' Confidence on Edited Facts | May 19, 2024 | knowledge editing | CodeCode Available | 1 |
| Lifelong Knowledge Editing for LLMs with Retrieval-Augmented Continuous Prompt Learning | May 6, 2024 | knowledge editingLifelong learning | CodeCode Available | 1 |
| Retrieval-enhanced Knowledge Editing in Language Models for Multi-Hop Question Answering | Mar 28, 2024 | HallucinationIn-Context Learning | CodeCode Available | 1 |
| BadEdit: Backdooring large language models by model editing | Mar 20, 2024 | Backdoor Attackknowledge editing | CodeCode Available | 1 |
| Stable Knowledge Editing in Large Language Models | Feb 20, 2024 | knowledge editing | CodeCode Available | 1 |
| Event-level Knowledge Editing | Feb 20, 2024 | knowledge editingTriplet | CodeCode Available | 1 |
| Learning to Edit: Aligning LLMs with Knowledge Editing | Feb 19, 2024 | knowledge editingPhilosophy | CodeCode Available | 1 |
| Investigating Multi-Hop Factual Shortcuts in Knowledge Editing of Large Language Models | Feb 19, 2024 | knowledge editing | CodeCode Available | 1 |
| Neighboring Perturbations of Knowledge Editing on Large Language Models | Jan 31, 2024 | knowledge editing | CodeCode Available | 1 |
| DeepEdit: Knowledge Editing as Decoding with Constraints | Jan 19, 2024 | Informativenessknowledge editing | CodeCode Available | 1 |
| PokeMQA: Programmable knowledge editing for Multi-hop Question Answering | Dec 23, 2023 | Answer Generationknowledge editing | CodeCode Available | 1 |
| Retrieval-augmented Multilingual Knowledge Editing | Dec 20, 2023 | knowledge editingRetrieval | CodeCode Available | 1 |
| Neuron-Level Knowledge Attribution in Large Language Models | Dec 19, 2023 | knowledge editing | CodeCode Available | 1 |
| History Matters: Temporal Knowledge Editing in Large Language Model | Dec 9, 2023 | knowledge editingLanguage Modeling | CodeCode Available | 1 |
| Assessing Knowledge Editing in Language Models via Relation Perspective | Nov 15, 2023 | knowledge editingRelation | CodeCode Available | 1 |
| Finding and Editing Multi-Modal Neurons in Pre-Trained Transformers | Nov 13, 2023 | Hallucinationknowledge editing | CodeCode Available | 1 |
| Untying the Reversal Curse via Bidirectional Language Model Editing | Oct 16, 2023 | knowledge editingLanguage Modeling | CodeCode Available | 1 |
| Unveiling the Pitfalls of Knowledge Editing for Large Language Models | Oct 3, 2023 | knowledge editing | CodeCode Available | 1 |
| Cross-Lingual Knowledge Editing in Large Language Models | Sep 16, 2023 | knowledge editing | CodeCode Available | 1 |
| Journey to the Center of the Knowledge Neurons: Discoveries of Language-Independent Knowledge Neurons and Degenerate Knowledge Neurons | Aug 25, 2023 | Fact Checkingknowledge editing | CodeCode Available | 1 |
| Evaluating the Ripple Effects of Knowledge Editing in Language Models | Jul 24, 2023 | Diagnosticknowledge editing | CodeCode Available | 1 |
| Propagating Knowledge Updates to LMs Through Distillation | Jun 15, 2023 | knowledge editingLanguage Modelling | CodeCode Available | 1 |
| MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions | May 24, 2023 | knowledge editingLanguage Modelling | CodeCode Available | 1 |
| Can We Edit Factual Knowledge by In-Context Learning? | May 22, 2023 | In-Context Learningknowledge 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 |
| Model Merging for Knowledge Editing | Jun 14, 2025 | knowledge editingmodel | CodeCode Available | 0 |
| Mitigating Negative Interference in Multilingual Sequential Knowledge Editing through Null-Space Constraints | Jun 12, 2025 | knowledge editing | CodeCode Available | 0 |
| PropMEND: Hypernetworks for Knowledge Propagation in LLMs | Jun 10, 2025 | knowledge editingLanguage Modeling | CodeCode Available | 0 |
| Lifelong Evolution: Collaborative Learning between Large and Small Language Models for Continuous Emergent Fake News Detection | Jun 5, 2025 | Fake News Detectionknowledge editing | —Unverified | 0 |
| MobiEdit: Resource-efficient Knowledge Editing for Personalized On-device LLMs | Jun 5, 2025 | General Knowledgeknowledge editing | —Unverified | 0 |
| Beyond Memorization: A Rigorous Evaluation Framework for Medical Knowledge Editing | Jun 4, 2025 | knowledge editingMemorization | CodeCode Available | 0 |
