Conformalized Large Language Models under Configuration Shift

Yuqicheng Zhu, Jialin Yu, Lin Li +7

Conformal prediction (CP) is a distribution-free framework for uncertainty quantification that has recently been adapted to large language models (LLMs), providing prediction sets…