Publications and Contributions

• Conference Paper
  Characterizing LLM Abstention Behavior in Science QA with Context Perturbations (2024)

  EMNLP Findings 2024, pp. 3437-3450 Authors: Bingbing Wen, William G Howe, Lucy Wang
• Conference Paper
  Laboratory-Scale AI: Open-Weight Models are Competitive with ChatGPT Even in Low-Resource Settings (2024)

  The 2024 ACM Conference on Fairness, Accountability, and Transparency, pp. 1100-1210 Authors: Robert Wolfe, Isaac Slaughter, Bin Han, Bingbing Wen, Yiwei Yang, Lucas Rosenblatt, Bernease Herman, Eva M Brown, Zening Qu, Nicholas Weber, William G Howe
• Conference Workshop Paper
  Mitigating Overconfidence in Large Language Models: A Behavioral Lens on Confidence Estimation and Calibration (2024)

  Workshop on Behavioral Machine Learning at the Conference on Neural Information Processing Systems (NeurIPS 2024) Authors: Bingbing Wen, Chenjun Xu, Bin Han, Robert Wolfe, Lucy Wang, William G Howe
• Conference Paper
  ExpScore: Learning Metrics for Recommendation Explanation (2022)

  ACM Web Conference 2022 Authors: Bingbing Wen, Yunhe Feng, Y Zhang, Chirag Shah