Xu, T.R. 2026. Can You Trust What I Think? Analyzing and Improving Verbalized Uncertainty and Factuality in Reasoning-Based Large Language Models. Proceedings of the AAAI Conference on Artificial Intelligence. 40, 48 (Mar. 2026), 41534–41536. DOI:https://doi.org/10.1609/aaai.v40i48.42331.