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News/Controlled Paraphrase Geometry in Sentence Embedding Space: Local Manifold Modeling and Latent Probing
arxiv
PublishedMay 5, 2026 at 4:00 AM

Controlled Paraphrase Geometry in Sentence Embedding Space: Local Manifold Modeling and Latent Probing

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arXiv:2605.01073v1 Announce Type: new Abstract: The paper studies the local geometry of embedding clouds induced by \emph{controlled local classes of semantically close sentences}. The central question is how controlled paraphrase-like semantic variation is organized in sentence embedding space and

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