Position: Every Ground Truth is a Human Construction, not an Objective Truth

Charlotte Högberg, Ericka Johnson, Kiri L. Wagstaff

Ground truth datasets play a fundamental role as reference values in the training and evaluation of machine learning models. This position paper argues that ground truths are not n…