A survey proposing a three-pillar framework to evaluate LLMs as tools for measuring latent psychological constructs and reviewing applications in personality and mental health.
Do large language models understand logic or just mimick context?
2 Pith papers cite this work. Polarity classification is still indexing.
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2026 2verdicts
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Reasoning-optimized LLMs achieve 88-89% accuracy on 16 feature model analysis operations applied to semi-formal textual blueprints, approaching solver-based FLAMA performance.
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A Survey of Large Language Models for Perception and Measurement of Human Psychology
A survey proposing a three-pillar framework to evaluate LLMs as tools for measuring latent psychological constructs and reviewing applications in personality and mental health.