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The Schema Coherence Inventory: Measuring Whether an Assigned Belief Organizes a Language Model's Cognition
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affective measurementlanguage modelsbelief assessmentcognitive modeling
2610.31683
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1h ago70%
Abstract
The paper presents the Schema Coherence Inventory (SCI) as a validated method to assess whether a belief assigned to a persona-conditioned language model organizes its behavior.
Reality Card
Core Claim
The SCI effectively measures belief organization in language models, achieving a 79.5% recovery rate of keyed beliefs by clinically trained raters.
Method / Result
Validation studies show belief adapters are target-specific on every backbone with a +17.7 points improvement.
Limitations
The study's reliance on specific clinical raters may limit generalizability and reproducibility across different contexts.
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