2 papers
cs.CL2025
Generative Personality Simulation via Theory-Informed Structured Interview
Pengda Wang, Huiqi Zou, Han Jiang +5
Despite their potential as human proxies, LLMs often fail to generate heterogeneous data with human-like diversity, thereby diminishing their value in advancing social science rese…
cs.CL2024
From Babbling to Fluency: Evaluating the Evolution of Language Models in Terms of Human Language Acquisition
Qiyuan Yang, Pengda Wang, Luke D. Plonsky +2
We examine the language capabilities of language models (LMs) from the critical perspective of human language acquisition. Building on classical language development theories, we p…