Explainable Prediction of Medical Codes from Clinical Text. - James Mullenbach; Sarah Wiegreffe; Jon Duke; Jimeng Sun 001; Jacob Eisenstein (NAACL-HLT, 2018)

Do Nuclear Submarines Have Nuclear Captains? A Challenge Dataset for Commonsense Reasoning over Adjectives and Objects. - James Mullenbach; Jonathan Gordon 001; Nanyun Peng 001; Jonathan May (EMNLP/IJCNLP (1), 2019)

Knowledge Base Completion for Constructing Problem-Oriented Medical Records. - James Mullenbach; Jordan Swartz; T. Greg McKelvey; Hui Dai; David A. Sontag (MLHC, 2020)

CLIP: A Dataset for Extracting Action Items for Physicians from Hospital Discharge Notes. - James Mullenbach; Yada Pruksachatkun; Sean Adler; Jennifer Seale; Jordan Swartz; T. Greg McKelvey; Hui Dai; Yi Yang 038; David A. Sontag (ACL/IJCNLP (1), 2021)