43 citations · 43 across the 3 of their papers we have counts for
3 papers
stat.ME2025
A Dynamic, Ordinal Gaussian Process Item Response Theoretic Model
Yehu Chen, Jacob Montgomery, Roman Garnett
Social scientists are often interested in using ordinal indicators to estimate latent traits that change over time. Frequently, this is done with item response theoretic (IRT) mode…
cs.LG2024
Idiographic Personality Gaussian Process for Psychological Assessment
Yehu Chen, Muchen Xi, Jacob Montgomery +2
We develop a novel measurement framework based on a Gaussian process coregionalization model to address a long-lasting debate in psychometrics: whether psychological features like…
cs.CL2024★ 43 cited
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
Large language models (LLMs) are becoming pervasive in everyday life, yet their propensity to reproduce biases inherited from training data remains a pressing concern. Prior invest…