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

Paper recorded by Signals 4 on 2026-09-23 in cs.CL. Abstract reproduced from arXiv; link to the original below.

Published 2026-09-23 on arXiv · recorded by Signals 4 on 2026-09-24

Category: cs.CL · 自然语言处理 · first seen 2026-09-24

Abstract

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 share one forward pass, and is not a property of the embedding geometry those systems ship. On over

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#4 most recent of 239 cs.CL papers we have recorded · ↑ newer: Mizar: A 159M-Parameter Audio-Language Model for Audio Understanding · ↓ older: Towards Efficient Reasoning: Learning Causal Shortcuts for Diffusion L
Cite this page: Computation Over Geometry: Meaning Identity Is Computed, Not Shipped in the Embeddings: the #4 most recent of 239 cs.CL papers we have recorded (as of 2026-09-23). Source: Signals 4 (Signals API) — https://data.jiangzhang.ca/signals4/t/papers/computation-over-geometry-meaning-identity-is-computed-not-shipped-in-the-embedd.html
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