Prompt-Dependent Ranking of Large Language Models with Uncertainty Quantification

Angel Rodrigo Avelar Menendez, Yufeng Liu, Xiaowu Dai

Rankings derived from pairwise comparisons are central to many economic and computational systems. In the context of large language models (LLMs), rankings are typically constructe…