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most citedAre LLMs effective psychological assessors? Leveraging adaptive RAG for interpretable mental health screening through psychometric practice

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cs.CL2025

Navigating through the hidden embedding space: steering LLMs to improve mental health assessment

Federico Ravenda, Seyed Ali Bahrainian, Andrea Raballo +1

The rapid evolution of Large Language Models (LLMs) is transforming AI, opening new opportunities in sensitive and high-impact areas such as Mental Health (MH). Yet, despite these…

cs.CL2025★ 1 cited

Are LLMs effective psychological assessors? Leveraging adaptive RAG for interpretable mental health screening through psychometric practice

Federico Ravenda, Seyed Ali Bahrainian, Andrea Raballo +2

In psychological practices, standardized questionnaires serve as essential tools for assessing mental health through structured, clinically-validated questions (i.e., items). While…