APA (7th ed.) Citation

Zhang, Z., Shi, K., Bao, H., Wang, Z., Ma, T., & Ye, Y. (2026). Why Semantic Entropy Fails: Geometry-Aware and Calibrated Uncertainty for Policy Optimization.

Chicago Style (17th ed.) Citation

Zhang, Zheyuan, Kaiwen Shi, Han Bao, Zehong Wang, Tianyi Ma, and Yanfang Ye. Why Semantic Entropy Fails: Geometry-Aware and Calibrated Uncertainty for Policy Optimization. 2026.

MLA (9th ed.) Citation

Zhang, Zheyuan, et al. Why Semantic Entropy Fails: Geometry-Aware and Calibrated Uncertainty for Policy Optimization. 2026.