Margaret Mitchell, Simone Wu, Andrew Zaldivar, Parker Barnes, Lucy Vasserman, Ben Hutchinson, Elena Spitzer, Inioluwa Deborah Raji, & Timnit Gebru (2019)
Proceedings of the Conference on Fairness, Accountability, and Transparency, 220-229.
DOI: https://doi.org/10.1145/3287560.3287596
Abstract. Mitchell et al.'s foundational "model cards" — structured documentation describing an ML model's intended use, evaluation data, performance across subgroups, and ethical considerations. The reference cited in every model-documentation standard proposed since.
Tags: ai-usability documentation accountability foundational