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cs.CL2026
Fine-Tuned Multi-Agent Framework for Detecting OCEAN in Life Narratives
Rasiq Hussain, Darshil Italiya, Joshua Oltmanns +1
Accurately assessing personality from text is challenging because traits are latent, context-dependent, and often subtly expressed across long narratives. Large language models (LL…
cs.CL2025
"Mirror" Large Language Model Evaluations of Depression are Criterion Contaminated
Tong Li, Rasiq Hussain, Mehak Gupta +1
Large Language Model (LLM) studies that use language responses elicited from depression assessments to predict scores on those same assessments often report near-perfect prediction…
cs.CL2025
Personality Prediction from Life Stories using Language Models
Rasiq Hussain, Jerry Ma, Rithik Khandelwal +2
Natural Language Processing (NLP) offers new avenues for personality assessment by leveraging rich, open-ended text, moving beyond traditional questionnaires. In this study, we add…