Beyond Binary Rewards: Training LMs to Reason About Their Uncertainty - Damani, Mehul; Puri, Isha; Slocum, Stewart; Shenfeld, Idan; Choshen, Leshem; Kim, Yoon; Andreas, Jacob (International Conference on Learning Representations, 2026)