conftrace_

psychometric validation

4 papers

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Co-occurring keywords · papers mentioning both

large language model (3) social bias measurement (1) probe optimization (1) neural genetic algorithm (1) language model embedding (1) big five inventory (1) value dimension (1) psychometric-driven approach (1) psychometric evaluation (1) human-aligned response (1)

Papers

Neural network embeddings recover value dimensions from psychometric survey items on par with human data EACL 2026 Do LLMs Have Distinct and Consistent Personality? TRAIT: Personality Testset designed for LLMs with Psychometrics NAACL 2025 PMPO: A Self-Optimizing Framework for Creating High-Fidelity Measurement Tools for Social Bias in Large Language Models IJCNLP 2025 Value Portrait: Assessing Language Models’ Values through Psychometrically and Ecologically Valid Items ACL 2025