publications

Publications by categories in reversed chronological order.

2025

  1. Implicit Bias-Like Patterns in Reasoning Models
    Messi H. J. Lee , and Calvin K. Lai
    Mar 2025
  2. Visual Cues of Gender and Race Are Associated with Stereotyping in Vision-Language Models
    Messi H. J. Lee , Soyeon Jeon , Jacob M. Montgomery , and 1 more author
    Mar 2025
  3. Homogeneity Bias as Differential Sampling Uncertainty in Language Models
    Messi H. J. Lee , and Soyeon Jeon
    Jan 2025
  4. Examining the Robustness of Homogeneity Bias to Hyperparameter Adjustments in GPT-4
    Messi H. J. Lee
    Jan 2025
  5. Vision-Language Models Generate More Homogeneous Stories for Phenotypically Black Individuals
    Messi H. J. Lee , and Soyeon Jeon
    Mar 2025

2024

  1. Probability of Differentiation Reveals Brittleness of Homogeneity Bias in Large Language Models
    Messi H. J. Lee , and Calvin K. Lai
    Jul 2024
  2. Large Language Models Portray Socially Subordinate Groups as More Homogeneous, Consistent with a Bias Observed in Humans
    Messi H.J. Lee , Jacob M. Montgomery , and Calvin K. Lai
    In The 2024 ACM Conference on Fairness, Accountability, and Transparency , Jun 2024
  3. America’s Racial Framework of Superiority and Americanness Embedded in Natural Language
    Messi H. J. Lee , Jacob M. Montgomery , and Calvin K. Lai
    PNAS Nexus, Jan 2024