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Computation Over Geometry: Meaning Identity Is Computed, Not Shipped in the Embeddings

Deng, Jiaqi
arXiv (All) · Papers
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computation-and-language
Meaning identity (whether two sentences say the same thing after wording changes) is treated in retrieval and RAG as a geometric fact about independently encoded sentence vectors. We show that, for frozen off-the-shelf encoders and language models, it is not: identity is computed when both sentences
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