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Nuanced Metrics for Measuring Unintended Bias with Real Data for Text Classification

Daniel Borkan, Lucas Dixon, Jeffrey Sorensen, Nithum Thain, Lucy Vasserman. Nuanced Metrics for Measuring Unintended Bias with Real Data for Text Classification. In Sihem Amer-Yahia, Mohammad Mahdian, Ashish Goel, Geert-Jan Houben, Kristina Lerman, Julian J. McAuley, Ricardo A. Baeza-Yates, Leila Zia, editors, Companion of The 2019 World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019. pages 491-500, ACM, 2019. [doi]

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Daniel Borkan

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Lucas Dixon

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Jeffrey Sorensen

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Nithum Thain

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Lucy Vasserman

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