LikeBench: Evaluating Subjective Likability in LLMs for Personalization

Md Awsafur Rahman, Adam Gabrys, Doug Kang +3

A personalized LLM should remember user facts, apply them correctly, and adapt over time to provide responses that the user prefers. Existing LLM personalization benchmarks are lar…