Priyanka Dey

MetaPersona: Task-Grounded Synthetic Populations from Empirical Social Science

This work proposes MetaPersona, a framework that retrieves task-relevant evidence, constructs literature-derived persona dependency graphs, and samples synthetic populations from empirical priors linking demographics, latent attributes, and outcomes.