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Shi-Ting Chen

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#natural language process... Preprint Sep 2026

Toward Embedding-Based Psychometrics: Structural Modeling of Assessment-Item Semantics With Contextual Scores

Contextual scores represent assessment items through their similarities to reference words in an external corpus. We examine the semantic structure of scores for 40 TIMSS mathematics scored units using a partially specified two-step factor procedure. A search across factor counts identifies a persistent seven-group str...

Jin-Song Chen, Shi-Ting Chen · 0 citations

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