EviRank: Evidence-Based Confidence Estimation for LLM-Based Ranking

Meng Yan, Cai Xv, Xujing Wang +2

Large Language Models show promise for recommendation, but they raise reliability concerns due to limited domain coverage and inherent stochasticity. Existing uncertainty quantific…