From Fallback to Frontline: When Can LLMs be Superior Annotators of Human Perspectives?

Hasan Amin, Harry Yizhou Tian, Xiaoni Duan +3

Although large language models (LLMs) are increasingly used as annotators at scale, they are typically treated as a pragmatic fallback rather than a faithful estimator of human per…