ReTA: Recursively Thinking Ahead to Improve the Strategic Reasoning of Large Language Models NAACL

Jinhao Duan | Shiqi Wang | James Diffenderfer | Lichao Sun | Tianlong Chen | Bhavya Kailkhura | Kaidi Xu |

Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models ACL

Jinhao Duan | Hao Cheng | Shiqi Wang | Alex Zavalny | Chenan Wang | Renjing Xu | Bhavya Kailkhura | Kaidi Xu |

ConU: Conformal Uncertainty in Large Language Models with Correctness Coverage Guarantees F i n d i n g s - E M N L P

Zhiyuan Wang | Jinhao Duan | Lu Cheng | Yue Zhang | Qingni Wang | Xiaoshuang Shi | Kaidi Xu | Heng Tao Shen | Xiaofeng Zhu |