Jason Fries

Snorkel

Alexander Ratner, Stephen H. Bach, Henry R. Ehrenberg et al. · Proceedings of the VLDB Endowment · 2017 · 731 citations · Full text

Snorkel: rapid training data creation with weak supervision

Alexander Ratner, Stephen H. Bach, Henry R. Ehrenberg et al. · The VLDB Journal · 2019 · 333 citations · Full text

PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts

Stephen Bach, Victor Sanh, Zheng Yong et al. · 2022 · 156 citations · Full text

Engineering, Chomsky Hierarchy, Communication +24

Language models are an effective representation learning technique for electronic health record data

Ethan Steinberg, Ken Jung, Jason Fries et al. · Journal of Biomedical Informatics · 2020 · 114 citations · Full text

Natural Language Processing, Engineering, Clinical Decision Support System +13

Weakly supervised classification of aortic valve malformations using unlabeled cardiac MRI sequences

Jason Fries, Paroma Varma, Vincent S. Chen et al. · Nature Communications · 2019 · 92 citations · Full text