WinoQueer: A Community-in-the-Loop Benchmark for Anti-LGBTQ+ Bias in Large Language Models

26 June 2023

Virginia K. Felkner

Ho-Chun Herbert Chang

Papers citing "WinoQueer: A Community-in-the-Loop Benchmark for Anti-LGBTQ+ Bias in Large Language Models"

22 / 22 papers shown

Title
FairTranslate: An English-French Dataset for Gender Bias Evaluation in Machine Translation by Overcoming Gender Binarity Fanny Jourdan Yannick Chevalier Cécile Favre 32 0 0 22 Apr 2025
An Empirically-grounded tool for Automatic Prompt Linting and Repair: A Case Study on Bias, Vulnerability, and Optimization in Developer Prompts Dhia Elhaq Rzig Dhruba Jyoti Paul Kaiser Pister Jordan Henkel Foyzul Hassan 80 0 0 21 Jan 2025
LangFair: A Python Package for Assessing Bias and Fairness in Large Language Model Use Cases Dylan Bouchard Mohit Singh Chauhan David Skarbrevik Viren Bajaj Zeya Ahmad 43 0 0 06 Jan 2025
Boardwalk Empire: How Generative AI is Revolutionizing Economic Paradigms Subramanyam Sahoo Kamlesh Dutta 33 1 0 19 Oct 2024
Speciesism in Natural Language Processing Research Masashi Takeshita Rafal Rzepka 24 1 0 18 Oct 2024
Data Defenses Against Large Language Models William Agnew Harry H. Jiang Cella Sum Maarten Sap Sauvik Das AAML 28 0 0 17 Oct 2024
Identity-related Speech Suppression in Generative AI Content Moderation Oghenefejiro Isaacs Anigboro Charlie M. Crawford Danaë Metaxa Sorelle A. Friedler Sorelle A. Friedler 26 0 0 09 Sep 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 46 3 0 22 Aug 2024
Evaluation of Large Language Models: STEM education and Gender Stereotypes Smilla Due Sneha Das Marianne Andersen Berta Plandolit López Sniff Andersen Nexø Line Clemmensen 39 1 0 14 Jun 2024
An Empirical Design Justice Approach to Identifying Ethical Considerations in the Intersection of Large Language Models and Social Robotics Alva Markelius 43 1 0 10 Jun 2024
Culturally Aware and Adapted NLP: A Taxonomy and a Survey of the State of the Art Chen Cecilia Liu Iryna Gurevych Anna Korhonen 33 5 0 06 Jun 2024
Navigating LLM Ethics: Advancements, Challenges, and Future Directions Junfeng Jiao S. Afroogh Yiming Xu Connor Phillips AILaw 68 20 0 14 May 2024
Foundation Model for Advancing Healthcare: Challenges, Opportunities, and Future Directions Yuting He Fuxiang Huang Xinrui Jiang Yuxiang Nie Minghao Wang Jiguang Wang Hao Chen LM&MA AI4CE 84 28 0 04 Apr 2024
Robust Pronoun Fidelity with English LLMs: Are they Reasoning, Repeating, or Just Biased? Vagrant Gautam Eileen Bingert D. Zhu Anne Lauscher Dietrich Klakow 45 8 0 04 Apr 2024
Fairness in Large Language Models: A Taxonomic Survey Zhibo Chu Zichong Wang Wenbin Zhang AILaw 48 33 0 31 Mar 2024
A Piece of Theatre: Investigating How Teachers Design LLM Chatbots to Assist Adolescent Cyberbullying Education Michael A. Hedderich Natalie N. Bazarova Wenting Zou Ryun Shim Xinda Ma Qian Yang 22 23 0 27 Feb 2024
A Group Fairness Lens for Large Language Models Guanqun Bi Lei Shen Yuqiang Xie Yanan Cao Tiangang Zhu Xiao-feng He ALM 34 4 0 24 Dec 2023
A Survey on Large Language Model (LLM) Security and Privacy: The Good, the Bad, and the Ugly Yifan Yao Jinhao Duan Kaidi Xu Yuanfang Cai Eric Sun Yue Zhang PILM ELM 52 476 0 04 Dec 2023
Learning from Red Teaming: Gender Bias Provocation and Mitigation in Large Language Models Hsuan Su Cheng-Chu Cheng Hua Farn Shachi H. Kumar Saurav Sahay Shang-Tse Chen Hung-yi Lee 31 4 0 17 Oct 2023
Bias Testing and Mitigation in LLM-based Code Generation Dong Huang Qingwen Bu Jie M. Zhang Xiaofei Xie Junjie Chen Heming Cui 48 21 0 03 Sep 2023
Bound by the Bounty: Collaboratively Shaping Evaluation Processes for Queer AI Harms Organizers of QueerInAI Nathaniel Dennler Anaelia Ovalle Ashwin Singh Luca Soldaini ... Kyra Yee Irene Font Peradejordi Zeerak Talat Mayra Russo Jessica de Jesus de Pinho Pinhal 26 15 0 15 Jul 2023
"I'm sorry to hear that": Finding New Biases in Language Models with a Holistic Descriptor Dataset Eric Michael Smith Melissa Hall Melanie Kambadur Eleonora Presani Adina Williams 79 130 0 18 May 2022