| Editing Large Language Models: Problems, Methods, and Opportunities | May 22, 2023 | Model Editing | CodeCode Available | 1 | 5 |
| Editing Massive Concepts in Text-to-Image Diffusion Models | Mar 20, 2024 | Model Editing | CodeCode Available | 1 | 5 |
| MemLLM: Finetuning LLMs to Use An Explicit Read-Write Memory | Apr 17, 2024 | HallucinationLanguage Modeling | CodeCode Available | 1 | 5 |
| Large Language Models Relearn Removed Concepts | Jan 3, 2024 | Model Editing | CodeCode Available | 1 | 5 |
| Fast Model Editing at Scale | Oct 21, 2021 | GPULanguage Modelling | CodeCode Available | 1 | 5 |
| Injecting Universal Jailbreak Backdoors into LLMs in Minutes | Feb 9, 2025 | Model Editing | CodeCode Available | 1 | 5 |
| Model Editing with Canonical Examples | Feb 9, 2024 | Language Modellingmodel | CodeCode Available | 1 | 5 |
| On Mechanistic Knowledge Localization in Text-to-Image Generative Models | May 2, 2024 | Model Editing | CodeCode Available | 1 | 5 |
| Retrieval-enhanced Knowledge Editing in Language Models for Multi-Hop Question Answering | Mar 28, 2024 | HallucinationIn-Context Learning | CodeCode Available | 1 | 5 |
| Expose Before You Defend: Unifying and Enhancing Backdoor Defenses via Exposed Models | Oct 25, 2024 | backdoor defenseModel Editing | CodeCode Available | 0 | 5 |
| Cross-Model Transfer of Task Vectors via Few-Shot Orthogonal Alignment | May 17, 2025 | Model EditingTask Arithmetic | CodeCode Available | 0 | 5 |
| Model Editing as a Double-Edged Sword: Steering Agent Ethical Behavior Toward Beneficence or Harm | Jun 25, 2025 | Model Editing | CodeCode Available | 0 | 5 |
| Cross-lingual Editing in Multilingual Language Models | Jan 19, 2024 | Model Editing | CodeCode Available | 0 | 5 |
| Model Editing at Scale leads to Gradual and Catastrophic Forgetting | Jan 15, 2024 | Model EditingSpecificity | CodeCode Available | 0 | 5 |
| ELDER: Enhancing Lifelong Model Editing with Mixture-of-LoRA | Aug 19, 2024 | Model Editing | CodeCode Available | 0 | 5 |
| Mitigating Safety Fallback in Editing-based Backdoor Injection on LLMs | Jun 16, 2025 | DiversityModel Editing | CodeCode Available | 0 | 5 |
| Efficient Model Editing with Task Vector Bases: A Theoretical Framework and Scalable Approach | Feb 3, 2025 | Model EditingNegation | CodeCode Available | 0 | 5 |
| Mitigating the Language Mismatch and Repetition Issues in LLM-based Machine Translation via Model Editing | Oct 9, 2024 | Machine TranslationModel Editing | CodeCode Available | 0 | 5 |
| Efficient Model Editing with Task-Localized Sparse Fine-tuning | Apr 3, 2025 | DisentanglementModel Editing | CodeCode Available | 0 | 5 |
| Editing Personality for Large Language Models | Oct 3, 2023 | Model Editing | CodeCode Available | 0 | 5 |
| Concept-ROT: Poisoning Concepts in Large Language Models with Model Editing | Dec 17, 2024 | MisinformationModel Editing | CodeCode Available | 0 | 5 |
| Editing Factual Knowledge and Explanatory Ability of Medical Large Language Models | Feb 28, 2024 | BenchmarkingHallucination | CodeCode Available | 0 | 5 |
| Editing Common Sense in Transformers | May 24, 2023 | Common Sense ReasoningModel Editing | CodeCode Available | 0 | 5 |
| Consecutive Batch Model Editing with HooK Layers | Mar 8, 2024 | modelModel Editing | CodeCode Available | 0 | 5 |
| MELO: Enhancing Model Editing with Neuron-Indexed Dynamic LoRA | Dec 19, 2023 | Document ClassificationHallucination | CodeCode Available | 0 | 5 |
