A Transparent Framework for Evaluating Unintended Demographic Bias in Word Embeddings

Chris Sweeney, Maryam Najafian. A Transparent Framework for Evaluating Unintended Demographic Bias in Word Embeddings. In Anna Korhonen, David R. Traum, Lluís Màrquez, editors, Proceedings of the 57th Conference of the Association for Computational Linguistics, ACL 2019, Florence, Italy, July 28- August 2, 2019, Volume 1: Long Papers. pages 1662-1667, Association for Computational Linguistics, 2019. [doi]

Abstract

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