Sustainable Modular Debiasing of Language Models

8 September 2021

Papers citing "Sustainable Modular Debiasing of Language Models"

16 / 16 papers shown

Title
Gender Encoding Patterns in Pretrained Language Model Representations Mahdi Zakizadeh Mohammad Taher Pilehvar 41 0 0 09 Mar 2025
Cross-Lingual Transfer of Debiasing and Detoxification in Multilingual LLMs: An Extensive Investigation Vera Neplenbroek Arianna Bisazza Raquel Fernández 93 0 0 17 Feb 2025
From 'Showgirls' to 'Performers': Fine-tuning with Gender-inclusive Language for Bias Reduction in LLMs Marion Bartl Susan Leavy 29 8 0 05 Jul 2024
Hire Me or Not? Examining Language Model's Behavior with Occupation Attributes Damin Zhang Yi Zhang Geetanjali Bihani Julia Taylor Rayz 40 2 0 06 May 2024
The Trade-off between Performance, Efficiency, and Fairness in Adapter Modules for Text Classification Minh Duc Bui K. Wense 18 0 0 03 May 2024
A Survey on Fairness in Large Language Models Yingji Li Mengnan Du Rui Song Xin Wang Ying Wang ALM 35 59 0 20 Aug 2023
An Empirical Analysis of Parameter-Efficient Methods for Debiasing Pre-Trained Language Models Zhongbin Xie Thomas Lukasiewicz 11 12 0 06 Jun 2023
Plug-and-Play Document Modules for Pre-trained Models Chaojun Xiao Zhengyan Zhang Xu Han Chi-Min Chan Yankai Lin Zhiyuan Liu Xiangyang Li Zhonghua Li Zhao Cao Maosong Sun KELM 16 5 0 28 May 2023
BERTScore is Unfair: On Social Bias in Language Model-Based Metrics for Text Generation Tianxiang Sun Junliang He Xipeng Qiu Xuanjing Huang 14 44 0 14 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 14 41 0 06 Oct 2022
FairDistillation: Mitigating Stereotyping in Language Models Pieter Delobelle Bettina Berendt 17 8 0 10 Jul 2022
Speciesist Language and Nonhuman Animal Bias in English Masked Language Models Masashi Takeshita Rafal Rzepka K. Araki 16 6 0 10 Mar 2022
Measuring Fairness with Biased Rulers: A Survey on Quantifying Biases in Pretrained Language Models Pieter Delobelle E. Tokpo T. Calders Bettina Berendt 11 25 0 14 Dec 2021
Debiasing Pre-trained Contextualised Embeddings Masahiro Kaneko Danushka Bollegala 205 121 0 23 Jan 2021
Orthogonal Language and Task Adapters in Zero-Shot Cross-Lingual Transfer M. Vidoni Ivan Vulić Goran Glavas 29 27 0 11 Dec 2020
Pivot-based Transfer Learning for Neural Machine Translation between Non-English Languages Yunsu Kim P. Petrov Pavel Petrushkov Shahram Khadivi Hermann Ney LRM 30 79 0 20 Sep 2019