A Robust Bias Mitigation Procedure Based on the Stereotype Content Model

A Robust Bias Mitigation Procedure Based on the Stereotype Content Model

26 October 2022

Eddie L. Ungless

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Papers citing "A Robust Bias Mitigation Procedure Based on the Stereotype Content Model"

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Title
Stereotype Detection in Natural Language Processing Alessandra Teresa Cignarella Anastasia Giachanou Els Lefever 35 0 0 23 May 2025
Relative Bias: A Comparative Framework for Quantifying Bias in LLMs Alireza Arbabi Florian Kerschbaum 209 0 0 22 May 2025
Gender-Neutral Large Language Models for Medical Applications: Reducing Bias in PubMed Abstracts Elizabeth Schaefer Kirk Roberts 184 0 0 10 Jan 2025
Profiling Bias in LLMs: Stereotype Dimensions in Contextual Word Embeddings Carolin M. Schuster Maria-Alexandra Dinisor Shashwat Ghatiwala Georg Groh 162 2 0 25 Nov 2024
Ethics Whitepaper: Whitepaper on Ethical Research into Large Language Models Eddie L. Ungless Nikolas Vitsakis Zeerak Talat James Garforth Bjorn Ross Arno Onken Atoosa Kasirzadeh Alexandra Birch 71 1 0 17 Oct 2024
A Multi-LLM Debiasing Framework Deonna M. Owens Ryan Rossi Sungchul Kim Tong Yu Franck Dernoncourt Xiang Chen Ruiyi Zhang Jiuxiang Gu Hanieh Deilamsalehy Nedim Lipka 62 3 0 20 Sep 2024
Social perception of faces in a vision-language model C. I. Hausladen Manuel Knott Colin F. Camerer Pietro Perona CVBM VLM 136 2 0 26 Aug 2024
A Taxonomy of Stereotype Content in Large Language Models Gandalf Nicolas Aylin Caliskan 71 2 0 31 Jul 2024
Safeguarding Large Language Models: A Survey Yi Dong Ronghui Mu Yanghao Zhang Siqi Sun Tianle Zhang ... Yi Qi Jinwei Hu Jie Meng Saddek Bensalem Xiaowei Huang OffRL KELM AILaw 97 26 0 03 Jun 2024
MBIAS: Mitigating Bias in Large Language Models While Retaining Context Shaina Raza Ananya Raval Veronica Chatrath 130 10 0 18 May 2024
Navigating LLM Ethics: Advancements, Challenges, and Future Directions Junfeng Jiao S. Afroogh Yiming Xu Connor Phillips AILaw 134 23 0 14 May 2024
Building Guardrails for Large Language Models Yizhen Dong Ronghui Mu Gao Jin Yi Qi Jinwei Hu Xingyu Zhao Jie Meng Wenjie Ruan Xiaowei Huang OffRL 130 32 0 02 Feb 2024
From Bytes to Biases: Investigating the Cultural Self-Perception of Large Language Models Wolfgang Messner Tatum Greene Josephine Matalone 74 5 0 21 Dec 2023
Unlocking Bias Detection: Leveraging Transformer-Based Models for Content Analysis Shaina Raza Oluwanifemi Bamgbose Veronica Chatrath Shardul Ghuge Yan Sidyakin Abdullah Y. Muaad 75 13 0 30 Sep 2023
Bias Testing and Mitigation in LLM-based Code Generation Dong Huang Qingwen Bu Jie M. Zhang Xiaofei Xie Junjie Chen Heming Cui 123 27 0 03 Sep 2023
A Survey on Fairness in Large Language Models Yingji Li Mengnan Du Rui Song Xin Wang Ying Wang ALM 126 70 0 20 Aug 2023
Sociodemographic Bias in Language Models: A Survey and Forward Path Vipul Gupta Pranav Narayanan Venkit Shomir Wilson R. Passonneau 97 23 0 13 Jun 2023