Do Large Language Models Discriminate in Hiring Decisions on the Basis
of Race, Ethnicity, and Gender?

Do Large Language Models Discriminate in Hiring Decisions on the Basis of Race, Ethnicity, and Gender?

15 June 2024

Christabel Acquaye

Rachel Rudinger

Papers citing "Do Large Language Models Discriminate in Hiring Decisions on the Basis of Race, Ethnicity, and Gender?"

14 / 14 papers shown

Title
On the Effectiveness and Generalization of Race Representations for Debiasing High-Stakes Decisions Dang Nguyen Chenhao Tan 32 0 0 07 Apr 2025
From Structured Prompts to Open Narratives: Measuring Gender Bias in LLMs Through Open-Ended Storytelling Evan Chen Run-Jun Zhan Yan-Bai Lin Hung-Hsuan Chen 44 0 0 20 Mar 2025
Towards Understanding the Safety Boundaries of DeepSeek Models: Evaluation and Findings Zonghao Ying Guangyi Zheng Yongxin Huang Deyue Zhang Wenxin Zhang Quanchen Zou Aishan Liu X. Liu Dacheng Tao ELM 71 3 0 19 Mar 2025
Addressing Bias in Generative AI: Challenges and Research Opportunities in Information Management Xiahua Wei Naveen Kumar Han Zhang 61 3 0 22 Jan 2025
Gender-Neutral Large Language Models for Medical Applications: Reducing Bias in PubMed Abstracts Elizabeth Schaefer Kirk Roberts 36 0 0 10 Jan 2025
Bias in Large Language Models: Origin, Evaluation, and Mitigation Yufei Guo Muzhe Guo Juntao Su Zhou Yang Mengqiu Zhu Hongfei Li Mengyang Qiu Shuo Shuo Liu AILaw 23 8 0 16 Nov 2024
Understanding the Effects of Human-written Paraphrases in LLM-generated Text Detection Hiu Ting Lau Arkaitz Zubiaga DeLMO 30 0 0 06 Nov 2024
Attention Speaks Volumes: Localizing and Mitigating Bias in Language Models Rishabh Adiga Besmira Nushi Varun Chandrasekaran 45 0 0 29 Oct 2024
Gender Bias in LLM-generated Interview Responses Haein Kong Yongsu Ahn Sangyub Lee Yunho Maeng 23 6 0 28 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 47 2 0 22 Sep 2024
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 301 11,730 0 04 Mar 2022
BBQ: A Hand-Built Bias Benchmark for Question Answering Alicia Parrish Angelica Chen Nikita Nangia Vishakh Padmakumar Jason Phang Jana Thompson Phu Mon Htut Sam Bowman 210 364 0 15 Oct 2021
Low Frequency Names Exhibit Bias and Overfitting in Contextualizing Language Models Robert Wolfe Aylin Caliskan 82 51 0 01 Oct 2021
Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity Yao Lu Max Bartolo Alastair Moore Sebastian Riedel Pontus Stenetorp AILaw LRM 274 1,114 0 18 Apr 2021