Understanding Machine Learning Practitioners' Data Documentation Perceptions, Needs, Challenges, and Desiderata

no code implementations • 6 Jun 2022 • Amy K. Heger, Liz B. Marquis, Mihaela Vorvoreanu, Hanna Wallach, Jennifer Wortman Vaughan

Despite the fact that data documentation frameworks are often motivated from the perspective of responsible AI, participants did not make the connection between the questions that they were asked to answer and their responsible AI implications.

BIG-bench Machine Learning