A Formal Framework for Uncertainty Analysis of Text Generation with Large Language Models

Steffen Herbold, Florian Lemmerich

The generation of texts using Large Language Models (LLMs) is inherently uncertain, with sources of uncertainty being not only the generation of texts, but also the prompt used and…