Theory-Grounded Measurement of U.S. Social Stereotypes in English
Language Models

Theory-Grounded Measurement of U.S. Social Stereotypes in English Language Models

23 June 2022

Yang Trista Cao

Rachel Rudinger

Papers citing "Theory-Grounded Measurement of U.S. Social Stereotypes in English Language Models"

10 / 10 papers shown

Title
On the Influence of Gender and Race in Romantic Relationship Prediction from Large Language Models Abhilasha Sancheti Haozhe An Rachel Rudinger 39 0 0 05 Oct 2024
GPT is Not an Annotator: The Necessity of Human Annotation in Fairness Benchmark Construction Virginia K. Felkner Jennifer A. Thompson Jonathan May 49 9 0 24 May 2024
Laissez-Faire Harms: Algorithmic Biases in Generative Language Models Evan Shieh Faye-Marie Vassel Cassidy R. Sugimoto T. Monroe-White 37 3 0 11 Apr 2024
Angry Men, Sad Women: Large Language Models Reflect Gendered Stereotypes in Emotion Attribution Flor Miriam Plaza del Arco Amanda Cercas Curry Alba Curry Gavin Abercrombie Dirk Hovy 37 24 0 05 Mar 2024
Multilingual large language models leak human stereotypes across language boundaries Yang Trista Cao Anna Sotnikova Jieyu Zhao Linda X. Zou Rachel Rudinger Hal Daumé PILM 33 10 0 12 Dec 2023
Having Beer after Prayer? Measuring Cultural Bias in Large Language Models Tarek Naous Michael Joseph Ryan Alan Ritter Wei-ping Xu 37 86 0 23 May 2023
A Friendly Face: Do Text-to-Image Systems Rely on Stereotypes when the Input is Under-Specified? Kathleen C. Fraser S. Kiritchenko I. Nejadgholi DiffM 35 36 0 14 Feb 2023
Consistency is Key: Disentangling Label Variation in Natural Language Processing with Intra-Annotator Agreement Gavin Abercrombie Verena Rieser Dirk Hovy 54 16 0 25 Jan 2023
SODAPOP: Open-Ended Discovery of Social Biases in Social Commonsense Reasoning Models Haozhe An Zongxia Li Jieyu Zhao Rachel Rudinger 30 25 0 13 Oct 2022
Factoring nonnegative matrices with linear programs Victor Bittorf Benjamin Recht Christopher Ré J. Tropp 84 204 0 06 Jun 2012