article
Model Cards for Model Reporting.
Mitchell, Margaret, Simone Wu, Andrew Zaldivar, Parker Barnes, Lucy Vasserman, Ben Hutchinson, Elena Spitzer, Inioluwa Deborah Raji, and Timnit Gebru. "Model Cards for Model Reporting.
Mitchell, Margaret, Simone Wu, Andrew Zaldivar, Parker Barnes, Lucy Vasserman, Ben Hutchinson, Elena Spitzer, Inioluwa Deborah Raji, and Timnit Gebru. "Model Cards for Model Reporting." Proceedings of the Conference on Fairness, Accountability, and Transparency (FAccT), 220-229. https://doi.org/10.1145/3287560.3287596.
Why this matters here
Mitchell and coauthors' model cards proposal calls for documenting intended uses and evaluation limitations of machine-learning models. The chapter cites that accountability practice separately from dataset datasheets.
