| StruEdit: Structured Outputs Enable the Fast and Accurate Knowledge Editing for Large Language Models | Sep 16, 2024 | knowledge editingQuestion Answering | —Unverified | 0 | 0 |
| MC-MKE: A Fine-Grained Multimodal Knowledge Editing Benchmark Emphasizing Modality Consistency | Jun 19, 2024 | knowledge editing | —Unverified | 0 | 0 |
| Mechanistic Unlearning: Robust Knowledge Unlearning and Editing via Mechanistic Localization | Oct 16, 2024 | knowledge editingLanguage Modeling | —Unverified | 0 | 0 |
| MEMIT-Merge: Addressing MEMIT's Key-Value Conflicts in Same-Subject Batch Editing for LLMs | Feb 11, 2025 | knowledge editing | —Unverified | 0 | 0 |
| MEMLA: Enhancing Multilingual Knowledge Editing with Neuron-Masked Low-Rank Adaptation | Jun 17, 2024 | knowledge editing | —Unverified | 0 | 0 |
| MIKE: A New Benchmark for Fine-grained Multimodal Entity Knowledge Editing | Feb 18, 2024 | knowledge editing | —Unverified | 0 | 0 |
| "Why" Has the Least Side Effect on Model Editing | Sep 27, 2024 | Experimental Designknowledge editing | —Unverified | 0 | 0 |
| Mitigating Gender Bias in Code Large Language Models via Model Editing | Oct 10, 2024 | Code Generationknowledge editing | —Unverified | 0 | 0 |
| The Mechanics of Conceptual Interpretation in GPT Models: Interpretative Insights | Aug 5, 2024 | knowledge editingReverse Dictionary | —Unverified | 0 | 0 |
| μKE: Matryoshka Unstructured Knowledge Editing of Large Language Models | Apr 1, 2025 | knowledge editing | —Unverified | 0 | 0 |
| Time Sensitive Knowledge Editing through Efficient Finetuning | Jun 6, 2024 | Benchmarkingknowledge editing | —Unverified | 0 | 0 |
| Contrastive Perplexity for Controlled Generation: An Application in Detoxifying Large Language Models | Jan 16, 2024 | Contrastive Learningknowledge editing | —Unverified | 0 | 0 |
| MobiEdit: Resource-efficient Knowledge Editing for Personalized On-device LLMs | Jun 5, 2025 | General Knowledgeknowledge editing | —Unverified | 0 | 0 |
| Towards Human-Level Understanding of Complex Process Engineering Schematics: A Pedagogical, Introspective Multi-Agent Framework for Open-Domain Question Answering | Aug 24, 2024 | knowledge editingOpen-Domain Question Answering | —Unverified | 0 | 0 |
| A Survey on Knowledge Editing of Neural Networks | Oct 30, 2023 | knowledge editingMeta-Learning | —Unverified | 0 | 0 |
| Moving the Eiffel Tower to ROME: Tracing and Editing Facts in GPT | Nov 16, 2021 | knowledge editingModel Editing | —Unverified | 0 | 0 |
| MQA-KEAL: Multi-hop Question Answering under Knowledge Editing for Arabic Language | Sep 18, 2024 | knowledge editingMulti-hop Question Answering | —Unverified | 0 | 0 |
| ConceptEdit: Conceptualization-Augmented Knowledge Editing in Large Language Models for Commonsense Reasoning | Dec 16, 2024 | knowledge editingQuestion Answering | —Unverified | 0 | 0 |
| Multi-hop Question Answering under Temporal Knowledge Editing | Mar 30, 2024 | knowledge editingMulti-hop Question Answering | —Unverified | 0 | 0 |
| Trends in Integration of Knowledge and Large Language Models: A Survey and Taxonomy of Methods, Benchmarks, and Applications | Nov 10, 2023 | knowledge editingRetrieval | —Unverified | 0 | 0 |
| CaseEdit: Enhancing Localized Commonsense Reasoning via Null-Space Constrained Knowledge Editing in Small Parameter Language Models | May 26, 2025 | Common Sense ReasoningComputational Efficiency | —Unverified | 0 | 0 |
| O-Edit: Orthogonal Subspace Editing for Language Model Sequential Editing | Oct 15, 2024 | knowledge editingLanguage Modeling | —Unverified | 0 | 0 |
| Can We Reverse In-Context Knowledge Edits? | Oct 16, 2024 | knowledge editingLanguage Modelling | —Unverified | 0 | 0 |
| One Mind, Many Tongues: A Deep Dive into Language-Agnostic Knowledge Neurons in Large Language Models | Nov 26, 2024 | knowledge editing | —Unverified | 0 | 0 |
| On Knowledge Editing in Federated Learning: Perspectives, Challenges, and Future Directions | Jun 2, 2023 | Federated Learningknowledge editing | —Unverified | 0 | 0 |