Mitigating Gender Bias in Natural Language Processing: Literature Review

Mitigating Gender Bias in Natural Language Processing: Literature Review

21 June 2019

E. Belding-Royer

William Yang Wang

Papers citing "Mitigating Gender Bias in Natural Language Processing: Literature Review"

17 / 67 papers shown

Title
Harms of Gender Exclusivity and Challenges in Non-Binary Representation in Language Technologies Sunipa Dev Masoud Monajatipoor Anaelia Ovalle Arjun Subramonian J. M. Phillips Kai-Wei Chang 17 164 0 27 Aug 2021
Quantifying Social Biases in NLP: A Generalization and Empirical Comparison of Extrinsic Fairness Metrics Paula Czarnowska Yogarshi Vyas Kashif Shah 18 104 0 28 Jun 2021
A Survey of Race, Racism, and Anti-Racism in NLP Anjalie Field Su Lin Blodgett Zeerak Talat Yulia Tsvetkov 21 122 0 21 Jun 2021
Domain Adaptation and Multi-Domain Adaptation for Neural Machine Translation: A Survey Danielle Saunders AI4CE 6 85 0 14 Apr 2021
Large Pre-trained Language Models Contain Human-like Biases of What is Right and Wrong to Do P. Schramowski Cigdem Turan Nico Andersen Constantin Rothkopf Kristian Kersting 25 281 0 08 Mar 2021
Re-imagining Algorithmic Fairness in India and Beyond Nithya Sambasivan Erin Arnesen Ben Hutchinson Tulsee Doshi Vinodkumar Prabhakaran FaML 13 174 0 25 Jan 2021
Censorship of Online Encyclopedias: Implications for NLP Models Eddie Yang Margaret E. Roberts 16 16 0 22 Jan 2021
Neural Machine Translation Doesn't Translate Gender Coreference Right Unless You Make It Danielle Saunders Rosie Sallis Bill Byrne 11 63 0 11 Oct 2020
Astraea: Grammar-based Fairness Testing E. Soremekun Sakshi Udeshi Sudipta Chattopadhyay 16 27 0 06 Oct 2020
Interpreting Graph Neural Networks for NLP With Differentiable Edge Masking M. Schlichtkrull Nicola De Cao Ivan Titov AI4CE 23 214 0 01 Oct 2020
Facts as Experts: Adaptable and Interpretable Neural Memory over Symbolic Knowledge Pat Verga Haitian Sun Livio Baldini Soares William W. Cohen KELM 25 50 0 02 Jul 2020
MDR Cluster-Debias: A Nonlinear WordEmbedding Debiasing Pipeline Yuhao Du K. Joseph 6 4 0 20 Jun 2020
Towards Socially Responsible AI: Cognitive Bias-Aware Multi-Objective Learning Procheta Sen Debasis Ganguly 14 18 0 14 May 2020
Reducing Gender Bias in Neural Machine Translation as a Domain Adaptation Problem Danielle Saunders Bill Byrne AI4CE 16 136 0 09 Apr 2020
Multilingual Twitter Corpus and Baselines for Evaluating Demographic Bias in Hate Speech Recognition Xiaolei Huang Linzi Xing Franck Dernoncourt Michael J. Paul 8 87 0 24 Feb 2020
Queens are Powerful too: Mitigating Gender Bias in Dialogue Generation Emily Dinan Angela Fan Adina Williams Jack Urbanek Douwe Kiela Jason Weston 22 205 0 10 Nov 2019
Man is to Person as Woman is to Location: Measuring Gender Bias in Named Entity Recognition Ninareh Mehrabi Thamme Gowda Fred Morstatter Nanyun Peng Aram Galstyan 10 57 0 24 Oct 2019