Confidence Diagram of Nonparametric Ranking for Uncertainty Assessment in Large Language Models Evaluation

Zebin Wang, Yi Han, Ethan X. Fang +2

We consider the inference for the ranking of large language models (LLMs). Alignment arises as a significant challenge to mitigate hallucinations in the use of LLMs. Ranking LLMs h…