What's in a Name? Auditing Large Language Models for Race and Gender Bias

21 February 2024

Papers citing "What's in a Name? Auditing Large Language Models for Race and Gender Bias"

23 / 23 papers shown

Title
Bye-bye, Bluebook? Automating Legal Procedure with Large Language Models Matthew Dahl AILaw ELM 47 0 0 05 May 2025
GraphSeg: Segmented 3D Representations via Graph Edge Addition and Contraction Haozhan Tang Tianyi Zhang Oliver Kroemer Matthew Johnson-Roberson Weiming Zhi 3DPC 57 0 0 04 Apr 2025
Evaluating Bias in LLMs for Job-Resume Matching: Gender, Race, and Education Hayate Iso Pouya Pezeshkpour Nikita Bhutani Estevam R. Hruschka 61 0 0 24 Mar 2025
The Deployment of End-to-End Audio Language Models Should Take into Account the Principle of Least Privilege Luxi He Xiangyu Qi Michel Liao Inyoung Cheong Prateek Mittal Danqi Chen Peter Henderson AuLLM 57 0 0 21 Mar 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
Presumed Cultural Identity: How Names Shape LLM Responses Siddhesh Pawar Arnav Arora Lucie-Aimée Kaffee Isabelle Augenstein 50 0 0 17 Feb 2025
Who Does the Giant Number Pile Like Best: Analyzing Fairness in Hiring Contexts Preethi Seshadri Seraphina Goldfarb-Tarrant 35 0 0 08 Jan 2025
Towards Effective Discrimination Testing for Generative AI Thomas P. Zollo Nikita Rajaneesh Richard Zemel Talia B. Gillis Emily Black 30 1 0 31 Dec 2024
Improving LLM Group Fairness on Tabular Data via In-Context Learning Valeriia Cherepanova Chia-Jung Lee Nil-Jana Akpinar Riccardo Fogliato Martín Bertrán Michael Kearns James Zou LMTD 63 0 0 05 Dec 2024
Implicit Priors Editing in Stable Diffusion via Targeted Token Adjustment Feng He Chao Zhang Zhixue Zhao 71 0 0 04 Dec 2024
A Social Outcomes and Priorities centered (SOP) Framework for AI policy Mohak Shah 32 0 0 12 Nov 2024
Are Large Language Models Ready for Travel Planning? Ruiping Ren Xing Yao Shu Cole Haining Wang 18 0 0 22 Oct 2024
LLMs are Biased Teachers: Evaluating LLM Bias in Personalized Education Iain Xie Weissburg Sathvika Anand Sharon Levy Haewon Jeong 45 1 0 17 Oct 2024
Prompt and Prejudice Lorenzo Berlincioni Luca Cultrera Federico Becattini Marco Bertini A. Bimbo 38 0 0 07 Aug 2024
Representation Bias in Political Sample Simulations with Large Language Models Weihong Qi Hanjia Lyu Jiebo Luo 31 5 0 16 Jul 2024
Grounding and Evaluation for Large Language Models: Practical Challenges and Lessons Learned (Survey) K. Kenthapadi M. Sameki Ankur Taly HILM ELM AILaw 34 12 0 10 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 35 11 0 18 Jun 2024
Do Large Language Models Discriminate in Hiring Decisions on the Basis of Race, Ethnicity, and Gender? Haozhe An Christabel Acquaye Colin Wang Zongxia Li Rachel Rudinger 36 12 0 15 Jun 2024
Understanding Intrinsic Socioeconomic Biases in Large Language Models Mina Arzaghi Florian Carichon G. Farnadi 27 0 0 28 May 2024
Auditing the Use of Language Models to Guide Hiring Decisions Johann D. Gaebler Sharad Goel Aziz Huq Prasanna Tambe MLAU 24 8 0 03 Apr 2024
Red-Teaming for Generative AI: Silver Bullet or Security Theater? Michael Feffer Anusha Sinha Wesley Hanwen Deng Zachary Chase Lipton Hoda Heidari AAML 30 66 0 29 Jan 2024
The Woman Worked as a Babysitter: On Biases in Language Generation Emily Sheng Kai-Wei Chang Premkumar Natarajan Nanyun Peng 206 615 0 03 Sep 2019
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 228 31,150 0 16 Jan 2013