Author

M. Stella

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Preprint Aug 2026

Natural Language Processing Psychometrics

Results show the promise and limits of synthetic data: LLM personas can expose model biases, recover patterns consistent with clinical rumination, and support psychometric prediction from human text without a matched questionnaire, but cannot substitute for human validation.

Edoardo Sebastiano De Duro, Emma Franchino, M. Stella · 0 citations