Characterizing Sources of Uncertainty to Proxy Calibration and Disambiguate Annotator and Data Bias

Asma Ghandeharioun, Brian Eoff, Brendan Jou +1

Supporting model interpretability for complex phenomena where annotators can legitimately disagree, such as emotion recognition, is a challenging machine learning task. In this wor…