| 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 |
| MobiEdit: Resource-efficient Knowledge Editing for Personalized On-device LLMs | Jun 5, 2025 | General Knowledgeknowledge editing | —Unverified | 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 |
| Beyond Memorization: A Rigorous Evaluation Framework for Medical Knowledge Editing | Jun 4, 2025 | knowledge editingMemorization | CodeCode Available | 0 |
| Context Robust Knowledge Editing for Language Models | May 29, 2025 | knowledge editing | CodeCode Available | 1 |
| ScEdit: Script-based Assessment of Knowledge Editing | May 29, 2025 | counterfactualknowledge editing | CodeCode Available | 0 |
| Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing | May 28, 2025 | Instruction Followingknowledge editing | —Unverified | 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 |
| Editing as Unlearning: Are Knowledge Editing Methods Strong Baselines for Large Language Model Unlearning? | May 26, 2025 | In-Context Learningknowledge editing | —Unverified | 0 |
| LLLMs: A Data-Driven Survey of Evolving Research on Limitations of Large Language Models | May 25, 2025 | Hallucinationknowledge editing | —Unverified | 0 |
| REACT: Representation Extraction And Controllable Tuning to Overcome Overfitting in LLM Knowledge Editing | May 25, 2025 | knowledge editingLanguage Modeling | —Unverified | 0 |
| Disentangling Knowledge Representations for Large Language Model Editing | May 24, 2025 | Disentanglementknowledge editing | —Unverified | 0 |
| Benchmarking and Rethinking Knowledge Editing for Large Language Models | May 24, 2025 | Benchmarkingknowledge editing | CodeCode Available | 0 |
| Safety Alignment via Constrained Knowledge Unlearning | May 24, 2025 | knowledge editingSafety Alignment | —Unverified | 0 |
| Editing Across Languages: A Survey of Multilingual Knowledge Editing | May 20, 2025 | knowledge editingModel Editing | —Unverified | 0 |
| Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing | May 19, 2025 | knowledge editing | CodeCode Available | 0 |
| UniEdit: A Unified Knowledge Editing Benchmark for Large Language Models | May 18, 2025 | Diversityknowledge editing | —Unverified | 0 |
| DeltaEdit: Enhancing Sequential Editing in Large Language Models by Controlling Superimposed Noise | May 12, 2025 | knowledge editing | —Unverified | 0 |
| BalancEdit: Dynamically Balancing the Generality-Locality Trade-off in Multi-modal Model Editing | May 2, 2025 | knowledge editingModel Editing | —Unverified | 0 |
| SetKE: Knowledge Editing for Knowledge Elements Overlap | Apr 29, 2025 | Incremental Learningknowledge editing | —Unverified | 0 |
| Functional Abstraction of Knowledge Recall in Large Language Models | Apr 20, 2025 | knowledge editing | —Unverified | 0 |
| Can We Edit LLMs for Long-Tail Biomedical Knowledge? | Apr 14, 2025 | knowledge editing | CodeCode Available | 0 |
| μKE: Matryoshka Unstructured Knowledge Editing of Large Language Models | Apr 1, 2025 | knowledge editing | —Unverified | 0 |
