When Personalization Misleads: Understanding and Mitigating Hallucinations in Personalized LLMs

Zhongxiang Sun, Yi Zhan, Chenglei Shen +4

Personalized large language models (LLMs) adapt model behavior to individual users to enhance user satisfaction, yet personalization can inadvertently distort factual reasoning. We…