AI RESEARCH
From Five Dimensions to Many: Large Language Models as Precise and Interpretable Psychological Profilers
arXiv CS.AI
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ArXi:2511.03235v2 Announce Type: replace Psychological constructs within individuals are widely believed to be interconnected. We investigated whether and how Large Language Models (LLMs) can model the correlational structure of human psychological traits from minimal quantitative inputs. We prompted various LLMs with Big Five Personality Scale responses from 816 human individuals to role-play their responses on nine other psychological scales.