publications

2026

  1. ACL Findings
    Decide less, communicate more: On the construct validity of end-to-end fact-checking in medicine
    Sebastian Joseph*, Lily Chen*, Barry Wei, Michael Mackert, Iain J. Marshall, Paul Pu Liang, Ramez Kouzy, Byron C Wallace, and Junyi Jessy Li
    ACL 2026 Findings
    arXiv Code
  2. COLM
    Conversation as Measurement in Clinical Encounters: Observable Phase Structure, Partially Observable Patient State
    Lily Chen, Ted Mau, Michael Gensheimer, Brian Anthony Nuyen, Nancy Jiang, and James Zou
    COLM 2026
    arXiv Code

2024

  1. ACL
    FactPICO: Factuality Evaluation for Plain Language Summarization of Medical Evidence
    Sebastian Joseph*, Lily Chen*, Jan Trienes, Hannah Louisa Göke, Monika Coers, Wei Xu, Byron C Wallace, and Junyi Jessy Li
    ACL 2024
    arXiv Code