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Proceedings of the Conference on Fairness, Accountability, and Transparency

Model Cards for Model Reporting

Scholarly publication record and open access repository entry.

External scholarly reference · 2019Third-party work

Model Cards for Model Reporting

Margaret Mitchell, Simone Wu, Andrew Zaldivar, Parker Barnes, Lucy Vasserman, Ben Hutchinson, Elena Spitzer, Inioluwa Deborah Raji, Timnit Gebru

Proceedings of the Conference on Fairness, Accountability, and Transparency, pp. 220-229(2019). DOI: 10.1145/3287560.3287596

Authors & Co-Investigators

  1. Margaret Mitchell
  2. Simone Wu
  3. Andrew Zaldivar
  4. Parker Barnes
  5. Lucy Vasserman
  6. Ben Hutchinson
  7. Elena Spitzer
  8. Inioluwa Deborah Raji
  9. Timnit Gebru

Abstract & Research Overview

Proposes standardized model documentation covering intended use, performance characteristics, evaluation conditions, and limitations.

External background reference; no BBQ authorship or affiliation is claimed.

Open Access & DOI Link

Rights and access conditions are stated by the publisher.

Official publication DOI link: https://doi.org/10.1145/3287560.3287596