Publications

Bingbing Wen, Faeze Brahman, Zhan Su, Shangbin Feng, Yulia Tsvetkov, Lucy Lu Wang, Bill Howe (2025). MARVEL: Modular Abstention for Reliable and Versatile Expert LLMs. ICML 2025.

Chenjun Xu*, Bingbing Wen*, Bin Han, Robert Wolfe, Lucy Lu Wang, Bill Howe (2025). Do Language Models Mirror Human Confidence? Exploring Psychological Insights to Address Overconfidence in LLMs. ACL 2025.

Feiyang Kang, Yifan Sun, Bingbing Wen, Si Chen, Dawn Song, Rafid Mahmood, Ruoxi Jia (2025). AutoScale-Automatic Prediction of Compute-optimal Data Composition for Training LLMs. COLM 2025.

Bingbing Wen, Jihan Yao, Shangbin Feng, Chenjun Xu, Yulia Tsvetkov, Bill Howe, Lucy Lu Wang (2025). Know Your Limits: A Survey of Abstention in Large Language Models. TACL 2025.

Bingbing Wen, Bill Howe, Lucy Lu Wang (2024). Characterizing LLM Abstention Behavior in Science QA with Context Perturbations. EMNLP 2024.

Bingbing Wen, Zhengyuan Yang, Jianfeng Wang, Zhe Gan, Bill Howe, Lijuan Wang (2023). InfoVisDial: An Informative Visual Dialogue Dataset by Bridging Large Multimodal and Language Models. Microsoft Research.

Xuyang Liu, Bingbing Wen, Sibei Yang (2023). CCQ: cross-class query network for partially labeled organ segmentation. AAAI 2023.

Bingbing Wen, Yunhe Feng, Yongfeng Zhang, Chirag Shah (2022). ExpScore: Learning metrics for recommendation explanation. WWW 2022.