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S. Freyaldenhoven

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#natural language process... Preprint Aug 2026

When Can We Work in Embedding Space? What Text Embeddings Preserve

In an application to 363 U.S. metropolitan areas, embedding-based clusters of LLM-generated economic descriptions recover interpretable economic archetypes and separate local employment dynamics more sharply than clustering on model residuals, or on a curated set of industry and demographic covariates.

S. Freyaldenhoven · 0 citations