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News/When Can We Work in Embedding Space? What Text Embeddings Preserve
arxiv
PublishedSeptember 1, 2026 at 4:00 AM
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When Can We Work in Embedding Space? What Text Embeddings Preserve

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arXiv:2608.31059v1 Announce Type: cross Abstract: When do text embeddings work as inputs to empirical analysis? Their use rests on an assumption: that we can trade text for its low-dimensional embedding, and lose little in doing so. I make that assumption precise under a generative model in which do

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