Publications

2026

1. 

   A Systematic Assessment of Weak-to-Strong Confidence Prediction in Large Language Models

   Tracy Zhu^*, Yukai Yang^*, Marco Morucci, and 1 more author

   TMLR, 2026

   Bib

   @article{zhu2026W2S,
     title = {A Systematic Assessment of Weak-to-Strong Confidence Prediction in Large Language Models},
     author = {Zhu, Tracy and Yang, Yukai and Morucci, Marco and Rudner, Tim G. J.},
     journal = {TMLR},
     year = {2026},
     url = {https://openreview.net/forum?id=xYSzkg5qPD&noteId=BiK8opYWHF}
   }

2024

1. 

   Weak-to-Strong Confidence Prediction

   Yukai Yang^*, Tracy Zhu^*, Marco Morucci, and 1 more author

   Workshop on Statistical Foundations of LLMs and Foundation Models, Attributing Model Behavior at Scale, Safe Generative AI, and Regulatable ML (NeurIPS 2024 Workshop) , 2024

   Bib

   @article{zhu2024weaktostrong,
     title = {Weak-to-Strong Confidence Prediction},
     author = {Yang, Yukai and Zhu, Tracy and Morucci, Marco and Rudner, Tim G. J.},
     journal = {
         Workshop on Statistical Foundations of LLMs and Foundation Models, 
         Attributing Model Behavior at Scale, 
         Safe Generative AI, 
         and Regulatable ML <strong>(NeurIPS 2024 Workshop)</strong>
         },
     year = {2024},
     url = {https://openreview.net/forum?id=VvA4BImacV}
   }

2023

1. 

   Making the Most Out of the Limited Context Length: Predictive Power Varies with Clinical Note Type and Note Section

   Hongyi Zheng, Tracy Zhu, Lavender Yao Jiang, and 2 more authors

   Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics - Student Research Workshop , 2023