Seeing is Believing, but How Much? A Comprehensive Analysis of Verbalized Calibration in Vision-Language Models EMNLP

Weihao Xuan | Qingcheng Zeng | Heli Qi | Junjue Wang | Naoto Yokoya |

MMLU-ProX: A Multilingual Benchmark for Advanced Large Language Model Evaluation EMNLP

Weihao Xuan | Rui Yang | Heli Qi | Qingcheng Zeng | Yunze Xiao | Aosong Feng | Dairui Liu | Yun Xing | Junjue Wang | Fan Gao | Jinghui Lu | Yuang Jiang | Huitao Li | Xin Li | Kunyu Yu | Ruihai Dong | Shangding Gu | Yuekang Li | Xiaofei Xie | Felix Juefei-Xu | Foutse Khomh | Osamu Yoshie | Qingyu Chen | Douglas Teodoro | Nan Liu | Randy Goebel | Lei Ma | Edison Marrese-Taylor | Shijian Lu | Yusuke Iwasawa | Yutaka Matsuo | Irene Li |

Thinking Out Loud: Do Reasoning Models Know When They’re Right? EMNLP

Qingcheng Zeng | Weihao Xuan | Leyang Cui | Rob Voigt |