| Promoting Equality in Large Language Models: Identifying and Mitigating the Implicit Bias based on Bayesian Theory | Aug 20, 2024 | Model Editing | —Unverified | 0 |
| ELDER: Enhancing Lifelong Model Editing with Mixture-of-LoRA | Aug 19, 2024 | Model Editing | CodeCode Available | 0 |
| Resolving Lexical Bias in Edit Scoping with Projector Editor Networks | Aug 19, 2024 | Contrastive LearningModel Editing | CodeCode Available | 0 |
| Attribution Analysis Meets Model Editing: Advancing Knowledge Correction in Vision Language Models with VisEdit | Aug 19, 2024 | DecoderLanguage Modeling | CodeCode Available | 1 |
| Can LLMs be Fooled? Investigating Vulnerabilities in LLMs | Jul 30, 2024 | Model Editing | —Unverified | 0 |
| Latent Adversarial Training Improves Robustness to Persistent Harmful Behaviors in LLMs | Jul 22, 2024 | Model EditingRed Teaming | CodeCode Available | 1 |
| Model editing for distribution shifts in uranium oxide morphological analysis | Jul 22, 2024 | Deep LearningModel Editing | —Unverified | 0 |
| Mitigating Backdoor Attacks using Activation-Guided Model Editing | Jul 10, 2024 | Machine UnlearningModel Editing | —Unverified | 0 |
| LEMoE: Advanced Mixture of Experts Adaptor for Lifelong Model Editing of Large Language Models | Jun 28, 2024 | Mixture-of-ExpertsModel Editing | —Unverified | 0 |
| Fundamental Problems With Model Editing: How Should Rational Belief Revision Work in LLMs? | Jun 27, 2024 | Model EditingPhilosophy | CodeCode Available | 0 |
| Sequential Editing for Lifelong Training of Speech Recognition Models | Jun 25, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| How Well Can Knowledge Edit Methods Edit Perplexing Knowledge? | Jun 25, 2024 | knowledge editingModel Editing | —Unverified | 0 |
| Stealth edits to large language models | Jun 18, 2024 | Language ModellingModel Editing | CodeCode Available | 0 |
| Breaking Boundaries: Investigating the Effects of Model Editing on Cross-linguistic Performance | Jun 17, 2024 | knowledge editingModel Editing | —Unverified | 0 |
| Understanding the Collapse of LLMs in Model Editing | Jun 17, 2024 | Model Editing | CodeCode Available | 0 |
| REVS: Unlearning Sensitive Information in Language Models via Rank Editing in the Vocabulary Space | Jun 13, 2024 | Model Editing | —Unverified | 0 |
| Understanding Information Storage and Transfer in Multi-modal Large Language Models | Jun 6, 2024 | Factual Visual Question AnsweringModel Editing | —Unverified | 0 |
| DAFNet: Dynamic Auxiliary Fusion for Sequential Model Editing in Large Language Models | May 31, 2024 | HallucinationModel Editing | CodeCode Available | 0 |
| MEMoE: Enhancing Model Editing with Mixture of Experts Adaptors | May 29, 2024 | Mixture-of-ExpertsModel Editing | —Unverified | 0 |
| Perturbation-Restrained Sequential Model Editing | May 27, 2024 | Continual Learningmodel | CodeCode Available | 1 |
| Large Scale Knowledge Washing | May 26, 2024 | DecoderMemorization | CodeCode Available | 1 |
| WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models | May 23, 2024 | HallucinationModel Editing | CodeCode Available | 0 |
| Model Editing as a Robust and Denoised variant of DPO: A Case Study on Toxicity | May 22, 2024 | Language ModellingModel Editing | CodeCode Available | 2 |
| Lifelong Knowledge Editing for LLMs with Retrieval-Augmented Continuous Prompt Learning | May 6, 2024 | knowledge editingLifelong learning | CodeCode Available | 1 |
| Detecting Edited Knowledge in Language Models | May 4, 2024 | knowledge editingMisinformation | —Unverified | 0 |
