"Garbage In, Garbage Out" Revisited: What Do Machine Learning Application Papers Report About Human-Labeled Training Data?

1 code implementation • 5 Jul 2021 • R. Stuart Geiger, Dominique Cope, Jamie Ip, Marsha Lotosh, Aayush Shah, Jenny Weng, Rebekah Tang

Supervised machine learning, in which models are automatically derived from labeled training data, is only as good as the quality of that data.