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semanticfa: An R Package for Response-Free Semantic Factor Analysis of Psychometric Scales

Yanitski, Devon et al.
arXiv (All) · Papers
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computation-and-language
The items of a reflective psychometric scale can be read as a proposal about a construct's structure. Language models make that proposal measurable by converting each item into an embedding, a list of numbers, similar for similar meanings. We introduce semanticfa, an R package for semantic factor an
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