What are the biases in my word embedding?

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What are the biases in my word embedding?

20 December 2018

Nathaniel Swinger

Maria De-Arteaga

IV NeilThomasHeffernan

Mark D. M. Leiserson

Adam Tauman Kalai

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Papers citing "What are the biases in my word embedding?"

10 / 10 papers shown

Title
Hire Me or Not? Examining Language Model's Behavior with Occupation Attributes Damin Zhang Yi Zhang Geetanjali Bihani Julia Taylor Rayz 136 3 0 06 May 2024
The Geometry of Culture: Analyzing Meaning through Word Embeddings Austin C. Kozlowski Matt Taddy James A. Evans 58 390 0 25 Mar 2018
Advances in Pre-Training Distributed Word Representations Tomas Mikolov Edouard Grave Piotr Bojanowski Christian Puhrsch Armand Joulin AI4TS VLM 147 1,244 0 26 Dec 2017
No Classification without Representation: Assessing Geodiversity Issues in Open Data Sets for the Developing World S. Shankar Yoni Halpern Eric Breck James Atwood Jimbo Wilson D. Sculley 71 296 0 22 Nov 2017
Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes Nikhil Garg L. Schiebinger Dan Jurafsky James Zou AI4TS 71 965 0 22 Nov 2017
Evaluating gender portrayal in Bangladeshi TV Md. Naimul Hoque Rawshan E. Fatima M. Mandal N. Saquib 22 3 0 14 Nov 2017
Preventing Fairness Gerrymandering: Auditing and Learning for Subgroup Fairness Michael Kearns Seth Neel Aaron Roth Zhiwei Steven Wu FaML 199 783 0 14 Nov 2017
Semantics derived automatically from language corpora contain human-like biases Aylin Caliskan J. Bryson Arvind Narayanan 215 2,673 0 25 Aug 2016
Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings Tolga Bolukbasi Kai-Wei Chang James Zou Venkatesh Saligrama Adam Kalai CVBM FaML 112 3,150 0 21 Jul 2016
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 402 33,560 0 16 Oct 2013