Unmasking Contextual Stereotypes: Measuring and Mitigating BERT's Gender Bias

27 October 2020

Papers citing "Unmasking Contextual Stereotypes: Measuring and Mitigating BERT's Gender Bias"

17 / 17 papers shown

Title
Developing A Framework to Support Human Evaluation of Bias in Generated Free Response Text Jennifer Healey Laurie Byrum Md Nadeem Akhtar Surabhi Bhargava Moumita Sinha 29 0 0 05 May 2025
Collapsed Language Models Promote Fairness Jingxuan Xu Wuyang Chen Linyi Li Yao Zhao Yunchao Wei 39 0 0 06 Oct 2024
Multilingual Text-to-Image Generation Magnifies Gender Stereotypes and Prompt Engineering May Not Help You Felix Friedrich Katharina Hämmerl P. Schramowski Manuel Brack Jindrich Libovický Kristian Kersting Alexander M. Fraser EGVM 22 10 0 29 Jan 2024
Multilingual large language models leak human stereotypes across language boundaries Yang Trista Cao Anna Sotnikova Jieyu Zhao Linda X. Zou Rachel Rudinger Hal Daumé PILM 18 10 0 12 Dec 2023
Logic Against Bias: Textual Entailment Mitigates Stereotypical Sentence Reasoning Hongyin Luo James R. Glass NAI 21 7 0 10 Mar 2023
SensePOLAR: Word sense aware interpretability for pre-trained contextual word embeddings Jan Engler Sandipan Sikdar Marlene Lutz M. Strohmaier 24 7 0 11 Jan 2023
Can Current Task-oriented Dialogue Models Automate Real-world Scenarios in the Wild? Sang-Woo Lee Sungdong Kim Donghyeon Ko Dong-hyun Ham Youngki Hong ... Wangkyo Jung Kyunghyun Cho Donghyun Kwak H. Noh W. Park 41 1 0 20 Dec 2022
Detecting Unintended Social Bias in Toxic Language Datasets Nihar Ranjan Sahoo Himanshu Gupta P. Bhattacharyya 13 17 0 21 Oct 2022
Choose Your Lenses: Flaws in Gender Bias Evaluation Hadas Orgad Yonatan Belinkov 27 35 0 20 Oct 2022
Debiasing isn't enough! -- On the Effectiveness of Debiasing MLMs and their Social Biases in Downstream Tasks Masahiro Kaneko Danushka Bollegala Naoaki Okazaki 16 41 0 06 Oct 2022
FairDistillation: Mitigating Stereotyping in Language Models Pieter Delobelle Bettina Berendt 20 8 0 10 Jul 2022
Analyzing Gender Representation in Multilingual Models Hila Gonen Shauli Ravfogel Yoav Goldberg 15 11 0 20 Apr 2022
Speciesist Language and Nonhuman Animal Bias in English Masked Language Models Masashi Takeshita Rafal Rzepka K. Araki 24 6 0 10 Mar 2022
A Survey on Gender Bias in Natural Language Processing Karolina Stañczak Isabelle Augenstein 28 109 0 28 Dec 2021
Measuring Fairness with Biased Rulers: A Survey on Quantifying Biases in Pretrained Language Models Pieter Delobelle E. Tokpo T. Calders Bettina Berendt 19 25 0 14 Dec 2021
Sustainable Modular Debiasing of Language Models Anne Lauscher Tobias Lüken Goran Glavas 47 120 0 08 Sep 2021
Understanding and Countering Stereotypes: A Computational Approach to the Stereotype Content Model Kathleen C. Fraser I. Nejadgholi S. Kiritchenko 16 37 0 04 Jun 2021