One Persona, Many Cues, Different Results: How Sociodemographic Cues Impact LLM Personalization
arXiv:2601.18572v3 Announce Type: replace
Abstract: Personalization of LLMs by sociodemographic subgroup often improves user experience, but can also introduce or amplify biases and unfair outcomes across groups. Prior work has employed so-called pers…