Open-ended Commonsense Reasoning with Unrestricted Answer Candidates. - Chen Ling 003; Xuchao Zhang; Xujiang Zhao; Yanchi Liu; Wei Cheng 002; Mika Oishi; Takao Osaki; Katsushi Matsuda; Haifeng Chen; Liang Zhao 002 (EMNLP (Findings), 2023)

Open-ended Commonsense Reasoning with Unrestricted Answer Scope. - Chen Ling 003; Xuchao Zhang; Xujiang Zhao; Yanchi Liu; Wei Cheng 002; Mika Oishi; Takao Osaki; Katsushi Matsuda; Haifeng Chen; Liang Zhao 002 (CoRR, 2023)

Uncertainty Quantification for In-Context Learning of Large Language Models. - Chen Ling 003; Xujiang Zhao; Xuchao Zhang; Wei Cheng 002; Yanchi Liu; Yiyou Sun; Mika Oishi; Takao Osaki; Katsushi Matsuda; Jie Ji; Guangji Bai; Liang Zhao 002; et al. (NAACL-HLT, 2024)

Uncertainty Decomposition and Quantification for In-Context Learning of Large Language Models. - Chen Ling 003; Xujiang Zhao; Wei Cheng 002; Yanchi Liu; Yiyou Sun; Xuchao Zhang; Mika Oishi; Takao Osaki; Katsushi Matsuda; Jie Ji; Guangji Bai; Liang Zhao 002; et al. (CoRR, 2024)

SAUP: Situation Awareness Uncertainty Propagation on LLM Agent. - Qiwei Zhao; Xujiang Zhao; Yanchi Liu; Wei Cheng 002; Yiyou Sun; Mika Oishi; Takao Osaki; Katsushi Matsuda; Huaxiu Yao; Haifeng Chen (CoRR, 2024)

Uncertainty Propagation on LLM Agent. - Qiwei Zhao; Dong Li; Yanchi Liu; Wei Cheng 002; Yiyou Sun; Mika Oishi; Takao Osaki; Katsushi Matsuda; Huaxiu Yao; Chen Zhao; Haifeng Chen; Xujiang Zhao (ACL (1), 2025)