Author

Rasiq Hussain

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#natural language process... Preprint Aug 2025

"Mirror"Large Language Model Evaluations of Depression are Criterion Contaminated

Large Language Model studies that use language responses elicited from depression assessments to predict scores on those same assessments often report near-perfect prediction of depression, but Mirror evaluations are better considered as reliability evaluations than as validity evaluations.

Tong Li, Rasiq Hussain, Mehak Gupta et al. · 1 citation · ⚡1

Jul 2026

Fine-Tuned Multi-Agent Framework for Detecting OCEAN in Life Narratives

This work proposes a fine-tuned multi-agent framework for detecting OCEAN personality traits, in which sub-agents are conditioned to adopt high, low, or neutral perspectives for each trait through masked language modeling (MLM) and psychometric supervision.

Rasiq Hussain, Darshil Italiya, Joshua R. Oltmanns et al. · arXiv.org · 0 citations