Summarizing, Simplifying, and Synthesizing Medical Evidence using GPT-3 (with Varying Success). - Chantal Shaib; Millicent L. Li; Sebastian Joseph; Iain James Marshall; Junyi Jessy Li; Byron C. Wallace (ACL (2), 2023)

Multilingual Simplification of Medical Texts. - Sebastian Joseph; Kathryn Kazanas; Keziah Reina; Vishnesh J. Ramanathan; Wei Xu 004; Byron C. Wallace; Junyi Jessy Li (EMNLP, 2023)

FactPICO: Factuality Evaluation for Plain Language Summarization of Medical Evidence. - Sebastian Joseph; Lily Chen; Jan Trienes; Hannah Louisa Göke; Monika Coers; Wei Xu 004; Byron C. Wallace; Junyi Jessy Li (ACL (1), 2024)

InfoLossQA: Characterizing and Recovering Information Loss in Text Simplification. - Jan Trienes; Sebastian Joseph; Jörg Schlötterer; Christin Seifert; Kyle Lo; Wei Xu 004; Byron C. Wallace; Junyi Jessy Li (ACL (1), 2024)

AstroVisBench: A Code Benchmark for Scientific Computing and Visualization in Astronomy. - Sebastian Antony Joseph; Syed Murtaza Husain; Stella S. R. Offner; Stéphanie Juneau; Paul Torrey; Adam S. Bolton; Juan P. Farias; Niall Gaffney; Greg Durrett; Junyi Jessy Li (CoRR, 2025)

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 James Marshall; Paul Pu Liang; Ramez Kouzy; Byron C. Wallace; Junyi Jessy Li (CoRR, 2025)