When Does Embedding Magnitude Matter? A Cross-Task Functional-Symmetry Framework
arXiv:2602.09229v3 Announce Type: replace
Abstract: Cosine similarity normalizes both sides; dot product normalizes neither. We propose a 2×2 framework that independently controls query-side and document-side normalization, exposing two intermediate v…