Cheng Chen

Is this AI trained on Credible Data? The Effects of Labeling Quality and Performance Bias on User Trust

To promote data transparency, frameworks such as CrowdWorkSheets encourage documentation of annotation practices on the interfaces of AI systems, but we do not know how they affect user experience. Will the quality of labeling affect perceived credibility of training data? Does the source of annotation matter? Will a…