Proximity-Informed Calibration for Deep Neural Networks. - Miao Xiong; Ailin Deng; Pang Wei W. Koh; Jiaying Wu; Shen Li 004; Jianqing Xu; Bryan Hooi (NeurIPS, 2023)

Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in LLMs. - Zhiyuan Hu; Chumin Liu; Xidong Feng; Yilun Zhao 001; See-Kiong Ng; Anh Tuan Luu; Junxian He; Pang Wei W. Koh; Bryan Hooi (NeurIPS, 2024)

MediQ: Question-Asking LLMs and a Benchmark for Reliable Interactive Clinical Reasoning. - Shuyue Stella Li; Vidhisha Balachandran; Shangbin Feng; Jonathan Ilgen; Emma Pierson; Pang Wei W. Koh; Yulia Tsvetkov (NeurIPS, 2024)

Multilingual Diversity Improves Vision-Language Representations. - Thao Nguyen; Matthew Wallingford; Sebastin Santy; Wei-Chiu Ma; Sewoong Oh; Ludwig Schmidt; Pang Wei W. Koh; Ranjay Krishna (NeurIPS, 2024)