====== Knowledge Editing ======

===== Papers =====
  * [[https://arxiv.org/pdf/2202.05262.pdf|Meng et al 2022 - Locating and Editing Factual Associations in GPT]] Introduces ROME
  * [[https://arxiv.org/pdf/2210.07229|Meng at el 2022 - Mass-Editing Memory in a Transformer]] Follow-up work of [[https://arxiv.org/pdf/2202.05262.pdf|Meng 2022]] allowing editing many facts at once.  Great paper.  Also shows that factual knowledge is distributed in the MLP layers
  * [[https://arxiv.org/pdf/2505.22120|Wang et al 2025 - LoKI: Low-damage Knowledge Implanting of Large Language Models]] Connects mechanistic insights into LLM knowledge storage with editing.

===== Related Pages =====
  * [[ml:Model Editing and Unlearning]]