The Origins of Stochasticity: Comprehensive Investigations on Uncertainty Quantification for Large Language Models

Xiang-Jun Ou, Shuang Liang, Xin-Yu Hu +3

Recent advancements in Large Language Models (LLMs) have enabled sophisticated reasoning and content generation, yet their inherent stochasticity poses significant challenges for e…