On Evaluating and Mitigating Gender Biases in Multilingual Settings

4 July 2023

Papers citing "On Evaluating and Mitigating Gender Biases in Multilingual Settings"

22 / 22 papers shown

Title
The Hidden Space of Safety: Understanding Preference-Tuned LLMs in Multilingual context Nikhil Verma Manasa Bharadwaj 36 0 0 03 Apr 2025
CONGRAD:Conflicting Gradient Filtering for Multilingual Preference Alignment Jiangnan Li Thuy-Trang Vu Christian Herold Amirhossein Tebbifakhr Shahram Khadivi Gholamreza Haffari 33 0 0 31 Mar 2025
BiasEdit: Debiasing Stereotyped Language Models via Model Editing Xin Xu Wei Xu N. Zhang Julian McAuley KELM 39 0 0 11 Mar 2025
Assessing Large Language Models in Agentic Multilingual National Bias Qianying Liu Katrina Qiyao Wang Fei Cheng Sadao Kurohashi 53 0 0 25 Feb 2025
Cross-Lingual Transfer of Debiasing and Detoxification in Multilingual LLMs: An Extensive Investigation Vera Neplenbroek Arianna Bisazza Raquel Fernández 100 0 0 17 Feb 2025
Different Bias Under Different Criteria: Assessing Bias in LLMs with a Fact-Based Approach Changgeon Ko Jisu Shin Hoyun Song Jeongyeon Seo Jong C. Park 74 0 0 26 Nov 2024
Current State-of-the-Art of Bias Detection and Mitigation in Machine Translation for African and European Languages: a Review Catherine Ikae Mascha Kurpicz-Briki 23 0 0 28 Oct 2024
GenderCARE: A Comprehensive Framework for Assessing and Reducing Gender Bias in Large Language Models Kunsheng Tang Wenbo Zhou Jie Zhang Aishan Liu Gelei Deng Shuai Li Peigui Qi Weiming Zhang Tianwei Zhang Nenghai Yu 39 3 0 22 Aug 2024
Beyond Generative Artificial Intelligence: Roadmap for Natural Language Generation María Miró Maestre Iván Martínez-Murillo T. J. Martin Borja Navarro-Colorado Antonio Ferrández Rodríguez Armando Suárez Cueto Elena Lloret ELM LM&MA 38 0 0 15 Jul 2024
Do Multilingual Large Language Models Mitigate Stereotype Bias? Shangrui Nie Michael Fromm Charles F Welch Rebekka Görge Akbar Karimi Joan Plepi Nazia Afsan Mowmita Nicolas Flores-Herr Mehdi Ali Lucie Flek 24 3 0 08 Jul 2024
From 'Showgirls' to 'Performers': Fine-tuning with Gender-inclusive Language for Bias Reduction in LLMs Marion Bartl Susan Leavy 35 8 0 05 Jul 2024
Social Bias in Large Language Models For Bangla: An Empirical Study on Gender and Religious Bias Jayanta Sadhu Maneesha Rani Saha Rifat Shahriyar 35 3 0 03 Jul 2024
How Does Quantization Affect Multilingual LLMs? Kelly Marchisio Saurabh Dash Hongyu Chen Dennis Aumiller A. Ustun Sara Hooker Sebastian Ruder MQ 44 6 0 03 Jul 2024
RLHF Can Speak Many Languages: Unlocking Multilingual Preference Optimization for LLMs John Dang Arash Ahmadian Kelly Marchisio Julia Kreutzer A. Ustun Sara Hooker 37 21 0 02 Jul 2024
The Multilingual Alignment Prism: Aligning Global and Local Preferences to Reduce Harm Aakanksha Arash Ahmadian B. Ermiş Seraphina Goldfarb-Tarrant Julia Kreutzer Marzieh Fadaee Sara Hooker 40 28 0 26 Jun 2024
MBBQ: A Dataset for Cross-Lingual Comparison of Stereotypes in Generative LLMs Vera Neplenbroek Arianna Bisazza Raquel Fernández 34 6 0 11 Jun 2024
Aya 23: Open Weight Releases to Further Multilingual Progress Viraat Aryabumi John Dang Dwarak Talupuru Saurabh Dash David Cairuz ... Aidan N. Gomez Phil Blunsom Marzieh Fadaee A. Ustun Sara Hooker OSLM 52 73 0 23 May 2024
SeeGULL Multilingual: a Dataset of Geo-Culturally Situated Stereotypes Mukul Bhutani Kevin Robinson Vinodkumar Prabhakaran Shachi Dave Sunipa Dev 44 11 0 08 Mar 2024
Having Beer after Prayer? Measuring Cultural Bias in Large Language Models Tarek Naous Michael Joseph Ryan Alan Ritter Wei-ping Xu 26 85 0 23 May 2023
Mitigating Language-Dependent Ethnic Bias in BERT Jaimeen Ahn Alice H. Oh 131 91 0 13 Sep 2021
Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLP Timo Schick Sahana Udupa Hinrich Schütze 259 374 0 28 Feb 2021
The Woman Worked as a Babysitter: On Biases in Language Generation Emily Sheng Kai-Wei Chang Premkumar Natarajan Nanyun Peng 208 616 0 03 Sep 2019