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GenderCARE: A Comprehensive Framework for Assessing and Reducing Gender Bias in Large Language Models

22 August 2024

Weiming Zhang

Tianwei Zhang

Nenghai Yu

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Papers citing "GenderCARE: A Comprehensive Framework for Assessing and Reducing Gender Bias in Large Language Models"

27 / 27 papers shown

Title
Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models Zhengyang Shan Emily Ruth Diana Jiawei Zhou 31 0 0 18 Jun 2025
aiXamine: Simplified LLM Safety and Security Fatih Deniz Dorde Popovic Yazan Boshmaf Euisuh Jeong M. Ahmad Sanjay Chawla Issa M. Khalil ELM 337 0 0 21 Apr 2025
Gender and content bias in Large Language Models: a case study on Google Gemini 2.0 Flash Experimental Roberto Balestri 76 0 0 18 Mar 2025
Are LLMs Rational Investors? A Study on Detecting and Reducing the Financial Bias in LLMs Yuhang Zhou Yuchen Ni Yu Gan Zhangyue Yin Xiang Liu Jian Zhang Sen Liu Xipeng Qiu Guangnan Ye Hongfeng Chai AIFin 76 4 0 20 Feb 2024
Gender bias and stereotypes in Large Language Models Hadas Kotek Rikker Dockum David Q. Sun 123 250 0 28 Aug 2023
On Evaluating and Mitigating Gender Biases in Multilingual Settings Aniket Vashishtha Kabir Ahuja Sunayana Sitaram 95 26 0 04 Jul 2023
FAIRER: Fairness as Decision Rationale Alignment Tianlin Li Qing Guo Aishan Liu Mengnan Du Zhiming Li Yang Liu 60 16 0 27 Jun 2023
WinoQueer: A Community-in-the-Loop Benchmark for Anti-LGBTQ+ Bias in Large Language Models Virginia K. Felkner Ho-Chun Herbert Chang Eugene Jang Jonathan May OSLM 79 37 0 26 Jun 2023
Latent Imitator: Generating Natural Individual Discriminatory Instances for Black-Box Fairness Testing Yisong Xiao Aishan Liu Tianlin Li Xianglong Liu 82 30 0 19 May 2023
"I'm fully who I am": Towards Centering Transgender and Non-Binary Voices to Measure Biases in Open Language Generation Anaelia Ovalle Palash Goyal Jwala Dhamala Zachary Jaggers Kai-Wei Chang Aram Galstyan R. Zemel Rahul Gupta 93 72 0 17 May 2023
Queer In AI: A Case Study in Community-Led Participatory AI AI OrganizersOfQueerin : Anaelia Ovalle Arjun Subramonian Ashwin Singh ... Evyn Dǒng Jackie Kay Manu Saraswat Nikhil Vytla Luke Stark 90 59 0 29 Mar 2023
Quantifying Social Biases Using Templates is Unreliable P. Seshadri Pouya Pezeshkpour Sameer Singh 89 34 0 09 Oct 2022
Why So Toxic? Measuring and Triggering Toxic Behavior in Open-Domain Chatbots Waiman Si Michael Backes Jeremy Blackburn Emiliano De Cristofaro Gianluca Stringhini Savvas Zannettou Yang Zhang 87 66 0 07 Sep 2022
Language Model Evaluation Beyond Perplexity Clara Meister Ryan Cotterell 155 77 0 31 May 2021
Large Pre-trained Language Models Contain Human-like Biases of What is Right and Wrong to Do P. Schramowski Cigdem Turan Nico Andersen Constantin Rothkopf Kristian Kersting 118 297 0 08 Mar 2021
BOLD: Dataset and Metrics for Measuring Biases in Open-Ended Language Generation Jwala Dhamala Tony Sun Varun Kumar Satyapriya Krishna Yada Pruksachatkun Kai-Wei Chang Rahul Gupta 94 402 0 27 Jan 2021
Learning from the Worst: Dynamically Generated Datasets to Improve Online Hate Detection Bertie Vidgen Tristan Thrush Zeerak Talat Douwe Kiela 161 273 0 31 Dec 2020
Measuring Massive Multitask Language Understanding Dan Hendrycks Collin Burns Steven Basart Andy Zou Mantas Mazeika Basel Alomair Jacob Steinhardt ELM RALM 207 4,580 0 07 Sep 2020
Language (Technology) is Power: A Critical Survey of "Bias" in NLP Su Lin Blodgett Solon Barocas Hal Daumé Hanna M. Wallach 159 1,257 0 28 May 2020
StereoSet: Measuring stereotypical bias in pretrained language models Moin Nadeem Anna Bethke Siva Reddy 103 1,026 0 20 Apr 2020
ZeRO: Memory Optimizations Toward Training Trillion Parameter Models Samyam Rajbhandari Jeff Rasley Olatunji Ruwase Yuxiong He ALM AI4CE 90 922 0 04 Oct 2019
The Woman Worked as a Babysitter: On Biases in Language Generation Emily Sheng Kai-Wei Chang Premkumar Natarajan Nanyun Peng 294 649 0 03 Sep 2019
Evaluating Gender Bias in Machine Translation Gabriel Stanovsky Noah A. Smith Luke Zettlemoyer 95 406 0 03 Jun 2019
Abstractive Summarization of Reddit Posts with Multi-level Memory Networks Byeongchang Kim Hyunwoo J. Kim Gunhee Kim 86 185 0 02 Nov 2018
Examining Gender and Race Bias in Two Hundred Sentiment Analysis Systems S. Kiritchenko Saif M. Mohammad FaML 86 442 0 11 May 2018
Gender Bias in Coreference Resolution: Evaluation and Debiasing Methods Jieyu Zhao Tianlu Wang Mark Yatskar Vicente Ordonez Kai-Wei Chang 141 946 0 18 Apr 2018
Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings Tolga Bolukbasi Kai-Wei Chang James Zou Venkatesh Saligrama Adam Kalai CVBM FaML 118 3,161 0 21 Jul 2016