Argument Graph Uncertainty: Quantifying Uncertainty from the Logical Structure of Reasoning Chains

Simon Baur, Sumire Honda, Wojciech Samek +1

Reliable uncertainty estimation is essential for deploying large language models in high-stakes reasoning tasks, yet most existing approaches rely on expensive sampling strategies…