作者位次 #3/6ACL 2026Findings· Findings of ACL
From Fallback to Frontline: When Can LLM s be Superior Annotators of Human Perspectives?
Hasan Amin · Harry Yizhou Tian · Xiaoni Duan · Chien-Ju Ho · Rajiv Khanna · Ming Yin
摘要
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 perspectives. This work challenges that presumption. By framing perspective-taking as the estimation of a latent group-l...