Zhengyan Shi

Understanding the Role of User Profile in the Personalization of Large Language Models

2024 · arXiv (Cornell University)

Utilizing user profiles to personalize Large Language Models (LLMs) has been shown to enhance the performance on a wide range of tasks. However, the precise role of user profiles and their effect mechanism on LLMs …