| 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 |
| Personality Editing for Language Models through Relevant Knowledge Editing | Feb 17, 2025 | knowledge editing | —Unverified | 0 | 0 |
| Uncovering Overfitting in Large Language Model Editing | Oct 10, 2024 | AttributeIn-Context Learning | —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 |
| Position: Editing Large Language Models Poses Serious Safety Risks | Feb 5, 2025 | knowledge editingModel Editing | —Unverified | 0 | 0 |
| Understanding the Limits of Lifelong Knowledge Editing in LLMs | Mar 7, 2025 | Benchmarkingknowledge editing | —Unverified | 0 | 0 |
| Precision Knowledge Editing: Enhancing Safety in Large Language Models | Oct 2, 2024 | knowledge editingManagement | —Unverified | 0 | 0 |
| Can We Reverse In-Context Knowledge Edits? | Oct 16, 2024 | knowledge editingLanguage Modelling | —Unverified | 0 | 0 |
| Propagation and Pitfalls: Reasoning-based Assessment of Knowledge Editing through Counterfactual Tasks | Jan 31, 2024 | counterfactualknowledge editing | —Unverified | 0 | 0 |
| UniEdit: A Unified Knowledge Editing Benchmark for Large Language Models | May 18, 2025 | Diversityknowledge editing | —Unverified | 0 | 0 |
| REACT: Representation Extraction And Controllable Tuning to Overcome Overfitting in LLM Knowledge Editing | May 25, 2025 | knowledge editingLanguage Modeling | —Unverified | 0 | 0 |
| A Survey on Knowledge Editing of Neural Networks | Oct 30, 2023 | knowledge editingMeta-Learning | —Unverified | 0 | 0 |
| Unlocking Efficient, Scalable, and Continual Knowledge Editing with Basis-Level Representation Fine-Tuning | Mar 1, 2025 | knowledge editing | —Unverified | 0 | 0 |
| Relation Also Knows: Rethinking the Recall and Editing of Factual Associations in Auto-Regressive Transformer Language Models | Aug 27, 2024 | knowledge editingRelation | —Unverified | 0 | 0 |
| Representation Shattering in Transformers: A Synthetic Study with Knowledge Editing | Oct 22, 2024 | knowledge editingMamba | —Unverified | 0 | 0 |
| Retrieval-Augmented Instruction Tuning for Automated Process Engineering Calculations : A Tool-Chaining Problem-Solving Framework with Attributable Reflection | Aug 28, 2024 | Code Generationknowledge editing | —Unverified | 0 | 0 |
| Breaking Boundaries: Investigating the Effects of Model Editing on Cross-linguistic Performance | Jun 17, 2024 | knowledge editingModel Editing | —Unverified | 0 | 0 |
| BMIKE-53: Investigating Cross-Lingual Knowledge Editing with In-Context Learning | Jun 25, 2024 | In-Context Learningknowledge editing | —Unverified | 0 | 0 |
| Retrieval Meets Reasoning: Dynamic In-Context Editing for Long-Text Understanding | Jun 18, 2024 | Information Retrievalknowledge editing | —Unverified | 0 | 0 |
| AnyEdit: Edit Any Knowledge Encoded in Language Models | Feb 8, 2025 | FormImage Editing | —Unverified | 0 | 0 |
| Adaptive Token Biaser: Knowledge Editing via Biasing Key Entities | Jun 18, 2024 | knowledge editing | —Unverified | 0 | 0 |
| EVEDIT: Event-based Knowledge Editing with Deductive Editing Boundaries | Feb 17, 2024 | knowledge editing | —Unverified | 0 | 0 |
| Eva-KELLM: A New Benchmark for Evaluating Knowledge Editing of LLMs | Aug 19, 2023 | knowledge editingTransfer Learning | —Unverified | 0 | 0 |
| Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing | May 28, 2025 | Instruction Followingknowledge editing | —Unverified | 0 | 0 |
| From Text to Emoji: How PEFT-Driven Personality Manipulation Unleashes the Emoji Potential in LLMs | Sep 16, 2024 | In-Context Learningknowledge editing | —Unverified | 0 | 0 |