Mitigating Gender Bias Amplification in Distribution by Posterior
Regularization

Mitigating Gender Bias Amplification in Distribution by Posterior Regularization

13 May 2020

ArXiv (abs)PDF HTML

Papers citing "Mitigating Gender Bias Amplification in Distribution by Posterior Regularization"

13 / 13 papers shown

Title
Mitigating Simplicity Bias in Deep Learning for Improved OOD Generalization and Robustness Bhavya Vasudeva Kameron Shahabi Vatsal Sharan 65 4 0 09 Oct 2023
Trustworthy Social Bias Measurement Rishi Bommasani Percy Liang 69 11 0 20 Dec 2022
Men Also Do Laundry: Multi-Attribute Bias Amplification Dora Zhao Jerone T. A. Andrews Alice Xiang FaML 101 22 0 21 Oct 2022
Discover and Mitigate Unknown Biases with Debiasing Alternate Networks Zhiheng Li A. Hoogs Chenliang Xu 83 55 0 20 Jul 2022
A methodology to characterize bias and harmful stereotypes in natural language processing in Latin America Laura Alonso Alemany Luciana Benotti Hernán Maina Lucía González Mariela Rajngewerc ... Guido Ivetta Alexia Halvorsen Amanda Rojo M. Bordone Beatriz Busaniche 68 3 0 14 Jul 2022
Theories of "Gender" in NLP Bias Research Hannah Devinney Jenny Björklund H. Björklund AI4CE 104 76 0 05 May 2022
Are Two Heads the Same as One? Identifying Disparate Treatment in Fair Neural Networks Michael Lohaus Matthäus Kleindessner K. Kenthapadi Francesco Locatello Chris Russell 89 12 0 09 Apr 2022
Quantifying Societal Bias Amplification in Image Captioning Yusuke Hirota Yuta Nakashima Noa Garcia 76 48 0 29 Mar 2022
A Systematic Study of Bias Amplification Melissa Hall Laurens van der Maaten Laura Gustafson Maxwell Jones Aaron B. Adcock 149 77 0 27 Jan 2022
Mitigating Language-Dependent Ethnic Bias in BERT Jaimeen Ahn Alice Oh 226 101 0 13 Sep 2021
Learning Stable Classifiers by Transferring Unstable Features Yujia Bao Shiyu Chang Regina Barzilay OOD 69 8 0 15 Jun 2021
Directional Bias Amplification Angelina Wang Olga Russakovsky 79 70 0 24 Feb 2021
Language (Technology) is Power: A Critical Survey of "Bias" in NLP Su Lin Blodgett Solon Barocas Hal Daumé Hanna M. Wallach 159 1,257 0 28 May 2020