Data and its (dis)contents: A survey of dataset development and use in machine learning research

Amandalynne Paullada, Inioluwa Deborah Raji, Emily M. Bender +2

Datasets have played a foundational role in the advancement of machine learning research. They form the basis for the models we design and deploy, as well as our primary medium for…