2 papers
cs.CL2026
LifeSentence: Language models can encode human life course trajectories from longitudinal panel data
Samuel Liu, Muchen Xi, William Yeoh +1
Forecasting human life outcomes is important to gain insights into how individuals attain long and healthy lives. Conventional statistical approaches yield limited accuracy, potent…
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…