Yixin Bu, Guanyun Zou, Renzhi Wang 0001, Runze Xia, Cunjun Wang, Hongliang Dai, Xiaoqing Ma, Piji Li. Sampling-Free Uncertainty Quantification via Hidden State Dynamics in Language Models. In Sven Koenig, Chad Jenkins, Matthew E. Taylor, editors, Fortieth AAAI Conference on Artificial Intelligence, Thirty-Eighth Conference on Innovative Applications of Artificial Intelligence, Sixteenth Symposium on Educational Advances in Artificial Intelligence, AAAI 2026, Singapore, January 20-27, 2026. pages 30104-30111, AAAI Press, 2026. [doi]
Abstract is missing.