Datasheets Aren't Enough: DataRubrics for Automated Quality Metrics and Accountability

Genta Indra Winata, David Anugraha, Emmy Liu +17

High-quality datasets are fundamental to training and evaluating machine learning models, yet their creation-especially with accurate human annotations-remains a significant challe…