Calibrating Generative AI to Produce Realistic Essays for Data Augmentation

Edward W. Wolfe, Justin O. Barber

Data augmentation can mitigate limited training data in machine-learning automated scoring engines for constructed response items. This study seeks to determine how well three appr…