5 citations · 8 across the 2 of their papers we have counts for
3 papers
cs.CY2020★ 5 cited
An Overview and Case Study of the Clinical AI Model Development Life Cycle for Healthcare Systems
Charles Lu, Julia Strout, Romane Gauriau +4
Healthcare is one of the most promising areas for machine learning models to make a positive impact. However, successful adoption of AI-based systems in healthcare depends on engag…
cs.CL2019
Do Human Rationales Improve Machine Explanations?
Julia Strout, Ye Zhang, Raymond J. Mooney
Work on "learning with rationales" shows that humans providing explanations to a machine learning system can improve the system's predictive accuracy. However, this work has not be…
cs.HC2018★ 3 cited
Exploring Stereotypes and Biased Data with the Crowd
Zeyuan Hu, Julia Strout
The goal of our research is to contribute information about how useful the crowd is at anticipating stereotypes that may be biasing a data set without a researcher's knowledge. The…