Fan, Yongqi, Xiaoyang Chen, Dezhi Ye, Jie Liu, Haijin Liang, Jin Ma, Ben He, Yingfei Sun, and Tong Ruan. “TFRank: Think-Free Reasoning Enables Practical Pointwise LLM Ranking”. Proceedings of the AAAI Conference on Artificial Intelligence 40, no. 25 (March 14, 2026): 21020–21028. Accessed May 13, 2026. https://ojs.aaai.org/index.php/AAAI/article/view/39244.