Theories of "Gender" in NLP Bias Research

Theories of "Gender" in NLP Bias Research

5 May 2022

Hannah Devinney

Jenny Björklund

Papers citing "Theories of "Gender" in NLP Bias Research"

15 / 15 papers shown

Title
A Deep Learning Approach to Language-independent Gender Prediction on Twitter Reyhaneh Hashempour Barbara Plank Aline Villavicencio Renato Cordeiro de Amorim 59 3 0 29 Nov 2024
WinoPron: Revisiting English Winogender Schemas for Consistency, Coverage, and Grammatical Case Vagrant Gautam Julius Steuer Eileen Bingert Ray Johns Anne Lauscher Dietrich Klakow 48 3 0 09 Sep 2024
From 'Showgirls' to 'Performers': Fine-tuning with Gender-inclusive Language for Bias Reduction in LLMs Marion Bartl Susan Leavy 43 8 0 05 Jul 2024
Data Feminism for AI Lauren Klein C. D’Ignazio 43 17 0 02 May 2024
Identifying Fairness Issues in Automatically Generated Testing Content Kevin Stowe Benny Longwill Alyssa Francis Tatsuya Aoyama Debanjan Ghosh Swapna Somasundaran 46 1 0 23 Apr 2024
NBIAS: A Natural Language Processing Framework for Bias Identification in Text Shaina Razaa Muskan Garg Deepak John Reji Syed Raza Bashir Chen Ding 42 45 0 03 Aug 2023
In-Depth Look at Word Filling Societal Bias Measures Matúš Pikuliak Ivana Benová Viktor Bachratý 26 9 0 24 Feb 2023
Sociotechnical Harms of Algorithmic Systems: Scoping a Taxonomy for Harm Reduction Renee Shelby Shalaleh Rismani Kathryn Henne AJung Moon Negar Rostamzadeh ... N'Mah Yilla-Akbari Jess Gallegos A. Smart Emilio Garcia Gurleen Virk 36 188 0 11 Oct 2022
"I'm sorry to hear that": Finding New Biases in Language Models with a Holistic Descriptor Dataset Eric Michael Smith Melissa Hall Melanie Kambadur Eleonora Presani Adina Williams 79 130 0 18 May 2022
Sex Trouble: Common pitfalls in incorporating sex/gender in medical machine learning and how to avoid them Kendra Albert Maggie K. Delano FaML 21 11 0 15 Mar 2022
Generating Gender Augmented Data for NLP N. Jain Maja Popovic Declan Groves Eva Vanmassenhove 31 15 0 13 Jul 2021
Double-Hard Debias: Tailoring Word Embeddings for Gender Bias Mitigation Tianlu Wang Xi Lin Nazneen Rajani Bryan McCann Vicente Ordonez Caimng Xiong CVBM 157 54 0 03 May 2020
Empirical Analysis of Multi-Task Learning for Reducing Model Bias in Toxic Comment Detection Ameya Vaidya Feng Mai Yue Ning 112 21 0 21 Sep 2019
The Woman Worked as a Babysitter: On Biases in Language Generation Emily Sheng Kai-Wei Chang Premkumar Natarajan Nanyun Peng 223 618 0 03 Sep 2019
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 326 4,223 0 23 Aug 2019