Large Language Models Portray Socially Subordinate Groups as More Homogeneous, Consistent with a Bias Observed in Humans. - Messi H. J. Lee; Jacob M. Montgomery; Calvin K. Lai (FAccT, 2024)

The Effect of Group Status on the Variability of Group Representations in LLM-generated Text. - Messi H. J. Lee; Jacob M. Montgomery; Calvin K. Lai (CoRR, 2024)

Probability of Differentiation Reveals Brittleness of Homogeneity Bias in Large Language Models. - Messi H. J. Lee; Calvin K. Lai (CoRR, 2024)

Visual Cues of Gender and Race are Associated with Stereotyping in Vision-Language Models. - Messi H. J. Lee; Soyeon Jeon; Jacob M. Montgomery; Calvin K. Lai (CoRR, 2025)

Implicit Bias-Like Patterns in Reasoning Models. - Messi H. J. Lee; Calvin K. Lai (CoRR, 2025)