conftrace_

psychometric assessment

7 papers

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Co-occurring keywords · papers mentioning both

large language model (5) mental health (2) depression detection (2) language model (2) text classification (2) latent construct (1) mental health screening (1) clinical nlp (1) psychometric prediction (1) automatic scoring (1)

Papers

Are LLMs effective psychological assessors? Leveraging adaptive RAG for interpretable mental health screening through psychometric practice ACL 2025 Assessment and manipulation of latent constructs in pre-trained language models using psychometric scales ACL 2025 Automatic Scoring of an Open-Response Measure of Advanced Mind-Reading Using Large Language Models NAACL 2025 CAPE: Context-Aware Personality Evaluation Framework for Large Language Models EMNLP 2025 Value Portrait: Assessing Language Models’ Values through Psychometrically and Ecologically Valid Items ACL 2025 You don’t need a personality test to know these models are unreliable: Assessing the Reliability of Large Language Models on Psychometric Instruments NAACL 2024 Passive Diagnosis Incorporating the PHQ-4 for Depression and Anxiety ACL 2019