Less Is Personal: Learning Minimal Sufficient User Profiles for Personalized Language Models

Minghang Liu, Qiang Qiu, Yuanzhuo Wang +2

Retrieval-augmented personalization enables large language models to produce more accurate and preference-aligned outputs using relevant records retrieved from user histories. Pers…