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"

16 / 66 papers shown

Title
FairDistillation: Mitigating Stereotyping in Language Models Pieter Delobelle Bettina Berendt 23 8 0 10 Jul 2022
Towards Lexical Gender Inference: A Scalable Methodology using Online Databases Marion Bartl Susan Leavy 36 1 0 28 Jun 2022
Naturalistic Causal Probing for Morpho-Syntax Afra Amini Tiago Pimentel Clara Meister Ryan Cotterell MILM 108 18 0 14 May 2022
Theories of "Gender" in NLP Bias Research Hannah Devinney Jenny Björklund H. Björklund AI4CE 20 65 0 05 May 2022
Gender Bias in Masked Language Models for Multiple Languages Masahiro Kaneko Aizhan Imankulova Danushka Bollegala Naoaki Okazaki 24 61 0 01 May 2022
Towards an Enhanced Understanding of Bias in Pre-trained Neural Language Models: A Survey with Special Emphasis on Affective Bias Anoop Kadan Manjary P.Gangan Deepak P L. LajishV. AI4CE 40 10 0 21 Apr 2022
Analyzing Gender Representation in Multilingual Models Hila Gonen Shauli Ravfogel Yoav Goldberg 23 11 0 20 Apr 2022
Entropy-based Attention Regularization Frees Unintended Bias Mitigation from Lists Giuseppe Attanasio Debora Nozza Dirk Hovy Elena Baralis 28 53 0 17 Mar 2022
Speciesist Language and Nonhuman Animal Bias in English Masked Language Models Masashi Takeshita Rafal Rzepka K. Araki 29 6 0 10 Mar 2022
A Survey on Gender Bias in Natural Language Processing Karolina Stañczak Isabelle Augenstein 30 110 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 24 0 14 Dec 2021
Sustainable Modular Debiasing of Language Models Anne Lauscher Tobias Lüken Goran Glavas 55 120 0 08 Sep 2021
Social Norm Bias: Residual Harms of Fairness-Aware Algorithms Myra Cheng Maria De-Arteaga Lester W. Mackey Adam Tauman Kalai FaML 27 7 0 25 Aug 2021
Kicktionary-LOME: A Domain-Specific Multilingual Frame Semantic Parsing Model for Football Language Gosse Minnema 12 3 0 12 Aug 2021
Understanding and Countering Stereotypes: A Computational Approach to the Stereotype Content Model Kathleen C. Fraser I. Nejadgholi S. Kiritchenko 19 37 0 04 Jun 2021
Confronting Abusive Language Online: A Survey from the Ethical and Human Rights Perspective S. Kiritchenko I. Nejadgholi Kathleen C. Fraser AILaw 28 85 0 22 Dec 2020