Disclosure and Mitigation of Gender Bias in LLMs

17 February 2024

Philip S. Yu

Papers citing "Disclosure and Mitigation of Gender Bias in LLMs"

23 / 23 papers shown

Title
LFTF: Locating First and Then Fine-Tuning for Mitigating Gender Bias in Large Language Models Zhanyue Qin Yue Ding Deyuan Liu Qingbin Liu Junxian Cai Xi Chen Zhiying Tu Dianhui Chu Cuiyun Gao Dianbo Sui 17 0 0 21 May 2025
DECASTE: Unveiling Caste Stereotypes in Large Language Models through Multi-Dimensional Bias Analysis Prashanth Vijayaraghavan Soroush Vosoughi Lamogha Chizor Raya Horesh Rogerio Abreu de Paula Ehsan Degan Vandana Mukherjee 9 0 0 20 May 2025
Personalisation or Prejudice? Addressing Geographic Bias in Hate Speech Detection using Debias Tuning in Large Language Models Paloma Piot Patricia Martín-Rodilla Javier Parapar 50 0 0 04 May 2025
DeCAP: Context-Adaptive Prompt Generation for Debiasing Zero-shot Question Answering in Large Language Models Suyoung Bae YunSeok Choi Jee-Hyong Lee 51 0 0 25 Mar 2025
Gender and content bias in Large Language Models: a case study on Google Gemini 2.0 Flash Experimental Roberto Balestri 49 0 0 18 Mar 2025
From Idea to Implementation: Evaluating the Influence of Large Language Models in Software Development -- An Opinion Paper Sargam Yadav Asifa Mehmood Qureshi Abhishek Kaushik Shubham Sharma Roisin Loughran ... . Nikhil Singh Padraic O'Hara Pranay Jaiswal Roshan Chandru David Lillis 61 1 0 10 Mar 2025
Rethinking LLM Bias Probing Using Lessons from the Social Sciences Kirsten N. Morehouse S. Swaroop Weiwei Pan 48 1 0 28 Feb 2025
Auto-Search and Refinement: An Automated Framework for Gender Bias Mitigation in Large Language Models Yue Xu Chengyan Fu Li Xiong Sibei Yang Wenjie Wang 47 0 0 17 Feb 2025
Local Contrastive Editing of Gender Stereotypes Marlene Lutz Rochelle Choenni M. Strohmaier Anne Lauscher 34 1 0 23 Oct 2024
Hey GPT, Can You be More Racist? Analysis from Crowdsourced Attempts to Elicit Biased Content from Generative AI Hangzhi Guo Pranav Narayanan Venkit Eunchae Jang Mukund Srinath Wenbo Zhang Bonam Mingole Vipul Gupta Kush R. Varshney S. Shyam Sundar A. Yadav 54 3 0 20 Oct 2024
Evaluating Gender, Racial, and Age Biases in Large Language Models: A Comparative Analysis of Occupational and Crime Scenarios Vishal Mirza Rahul Kulkarni Aakanksha Jadhav 55 2 0 22 Sep 2024
Risks, Causes, and Mitigations of Widespread Deployments of Large Language Models (LLMs): A Survey Md. Nazmus Sakib Md Athikul Islam Royal Pathak Md Mashrur Arifin ALM PILM 42 2 0 01 Aug 2024
An Empirical Study of Gendered Stereotypes in Emotional Attributes for Bangla in Multilingual Large Language Models Jayanta Sadhu Maneesha Rani Saha Rifat Shahriyar 40 0 0 08 Jul 2024
CLIMB: A Benchmark of Clinical Bias in Large Language Models Yubo Zhang Shudi Hou Mingyu Derek Ma Wei Wang Muhao Chen Jieyu Zhao ELM 48 2 0 07 Jul 2024
When LLMs Play the Telephone Game: Cumulative Changes and Attractors in Iterated Cultural Transmissions Jérémy Perez Corentin Léger Grgur Kovač Cédric Colas Gaia Molinaro Maxime Derex Pierre-Yves Oudeyer Clément Moulin-Frier 38 6 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 43 3 0 03 Jul 2024
"You Gotta be a Doctor, Lin": An Investigation of Name-Based Bias of Large Language Models in Employment Recommendations H. Nghiem John J. Prindle Jieyu Zhao Hal Daumé III 43 11 0 18 Jun 2024
Underneath the Numbers: Quantitative and Qualitative Gender Fairness in LLMs for Depression Prediction Micol Spitale Jiaee Cheong Hatice Gunes 38 3 0 12 Jun 2024
Can Prompt Modifiers Control Bias? A Comparative Analysis of Text-to-Image Generative Models P. W. Shin Jihyun Janice Ahn Wenpeng Yin Jack Sampson Vijaykrishnan Narayanan 38 3 0 09 Jun 2024
When LLMs Meet Cybersecurity: A Systematic Literature Review Jie Zhang Haoyu Bu Hui Wen Yu Chen Lun Li Hongsong Zhu 47 36 0 06 May 2024
The Falcon Series of Open Language Models Ebtesam Almazrouei Hamza Alobeidli Abdulaziz Alshamsi Alessandro Cappelli Ruxandra-Aimée Cojocaru ... Quentin Malartic Daniele Mazzotta Badreddine Noune B. Pannier Guilherme Penedo AI4TS ALM 121 409 0 28 Nov 2023
Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLP Timo Schick Sahana Udupa Hinrich Schütze 265 374 0 28 Feb 2021
The Woman Worked as a Babysitter: On Biases in Language Generation Emily Sheng Kai-Wei Chang Premkumar Natarajan Nanyun Peng 225 621 0 03 Sep 2019