Model Cards for Model Reporting

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Model Cards for Model Reporting

5 October 2018

Margaret Mitchell

Andrew Zaldivar

Inioluwa Deborah Raji

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Papers citing "Model Cards for Model Reporting"

15 / 415 papers shown

Title
How we do things with words: Analyzing text as social and cultural data D. Nguyen Maria Liakata Simon DeDeo Jacob Eisenstein David M. Mimno Rebekah Tromble J. Winters 62 88 0 02 Jul 2019
Mitigating Gender Bias in Natural Language Processing: Literature Review Tony Sun Andrew Gaut Shirlyn Tang Yuxin Huang Mai Elsherief Jieyu Zhao Diba Mirza E. Belding-Royer Kai-Wei Chang William Yang Wang AI4CE 118 563 0 21 Jun 2019
Losing Confidence in Quality: Unspoken Evolution of Computer Vision Services Alex Cummaudo Rajesh Vasa J. Grundy Mohamed Abdelrazek A. Cain 78 19 0 18 Jun 2019
Image Counterfactual Sensitivity Analysis for Detecting Unintended Bias Emily L. Denton B. Hutchinson Margaret Mitchell Timnit Gebru Andrew Zaldivar CVBM 88 129 0 14 Jun 2019
Understanding artificial intelligence ethics and safety David Leslie FaML AI4TS 74 363 0 11 Jun 2019
From What to How: An Initial Review of Publicly Available AI Ethics Tools, Methods and Research to Translate Principles into Practices Jessica Morley Luciano Floridi Libby Kinsey Anat Elhalal 75 57 0 15 May 2019
What Clinicians Want: Contextualizing Explainable Machine Learning for Clinical End Use S. Tonekaboni Shalmali Joshi M. Mccradden Anna Goldenberg 91 400 0 13 May 2019
Auditing ImageNet: Towards a Model-driven Framework for Annotating Demographic Attributes of Large-Scale Image Datasets Chris Dulhanty A. Wong 74 42 0 03 May 2019
The Scientific Method in the Science of Machine Learning Jessica Zosa Forde Michela Paganini 70 37 0 24 Apr 2019
Tutorial: Safe and Reliable Machine Learning Suchi Saria Adarsh Subbaswamy FaML 55 84 0 15 Apr 2019
Large-Scale Long-Tailed Recognition in an Open World Ziwei Liu Zhongqi Miao Xiaohang Zhan Jiayun Wang Boqing Gong Stella X. Yu 157 1,164 0 10 Apr 2019
A Conceptual Architecture for Contractual Data Sharing in a Decentralised Environment I. Barclay Alun D. Preece Ian J. Taylor D. Verma 18 7 0 05 Apr 2019
Towards Standardization of Data Licenses: The Montreal Data License Misha Benjamin P. Gagnon Negar Rostamzadeh C. Pal Yoshua Bengio Alex Shee 45 38 0 21 Mar 2019
Nuanced Metrics for Measuring Unintended Bias with Real Data for Text Classification Daniel Borkan Lucas Dixon Jeffrey Scott Sorensen Nithum Thain Lucy Vasserman 94 493 0 11 Mar 2019
Datasheets for Datasets Timnit Gebru Jamie Morgenstern Briana Vecchione Jennifer Wortman Vaughan Hanna M. Wallach Hal Daumé Kate Crawford 306 2,207 0 23 Mar 2018