publications

(* indicates equal contribution)

2024

  1. cm.png
    Continual Memorization of Factoids in Large Language Models
    Howard Chen*, Jiayi Geng*, Adithya Bhaskar, Dan Friedman, and Danqi Chen
    arXiv preprint 2411.07175, 2024
    arXiv
  2. mind_your_step.png
    Mind your step (by Step): Chain-of-thought Can Reduce Performance on Tasks Where Thinking Makes Humans Worse
    Ryan Liu*, Jiayi Geng*, Addison J Wu, Ilia Sucholutsky, Tania Lombrozo, and Thomas L Griffiths
    arXiv preprint 2410.21333, 2024
    arXiv
  3. treebon.png
    TreeBoN: Enhancing Inference-Time Alignment with Speculative Tree-Search and Best-of-N Sampling
    Jiahao Qiu, Yifu Lu, Yifan Zeng, Jiacheng Guo, Jiayi Geng, Huazheng Wang, Kaixuan Huang, Yue Wu, and Mengdi Wang
    arXiv preprint 2410.16033, 2024
    arXiv
  4. dr_gpt.png
    Dr. GPT in Campus Counseling: Understanding Higher Education Students’ Opinions on LLM-assisted Mental Health Services
    Owen Xingjian Zhang, Shuyao Zhou, Jiayi Geng, Yuhan Liu, and Sunny Xun Liu
    arXiv preprint 2409.17572, 2024
    arXiv
  5. llm_rationality.png
    Large language Models Assume People are More Rational than We Really are
    Ryan Liu*, Jiayi Geng*, Joshua C Peterson, Ilia Sucholutsky, and Thomas L Griffiths
    arXiv preprint 2406.17055, 2024
    arXiv
  6. science_tutor.png
    Language Models as Science Tutors
    Alexis Chevalier, Jiayi Geng, Alexander Wettig, Howard Chen, 16 authors, Sanjeev Arora, and Danqi Chen
    ICML, 2024
    arXiv

2023

  1. corgi.png
    Corgi-pm: A Chinese Corpus for Gender Bias Probing and Mitigation
    Ge Zhang, Yizhi Li, Yaoyao Wu, Linyuan Zhang, Chenghua Lin, Jiayi Geng, Shi Wang, and Jie Fu
    arXiv preprint 2301.00395, 2023
    arXiv