N
Nathaneal Scharli
Publications - 1
Citations - 111
Nathaneal Scharli is an academic researcher. The author has contributed to research in topics: Computer science & Medicine. The author has an hindex of 1, co-authored 1 publications receiving 111 citations.
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Large Language Models Encode Clinical Knowledge
Karan Singhal,Shekoofeh Azizi,Tao Tu,S Mahdavi,Jason Loh Seong Wei,Hyung Won Chung,Nathan Scales,Ajay Kumar Tanwani,Heather Cole-Lewis,Stephen Pfohl,P. A. Payne,Martin G. Seneviratne,P. Gamble,Chris Kelly,Nathaneal Scharli,Aakanksha Chowdhery,Philip Andrew Mansfield,Blaise Aguera y Arcas,Dale R. Webster,Greg S. Corrado,Yossi Matias,K. Chou,Juraj Gottweis,Nenad Tomasev,Yun Liu,Alvin Rajkomar,Joëlle K. Barral,Christopher Semturs,Alan Karthikesalingam,Vivek T. Natarajan +29 more
TL;DR: The authors proposed a human evaluation framework for model answers along multiple axes including factuality, comprehension, reasoning, possible harm and bias, and showed that comprehension, knowledge recall and reasoning improve with model scale and instruction prompt tuning, suggesting the potential utility of LLMs in medicine.