Updated 4 h ago · first seen 18 Sept 2026
paper_01M2SEG35J4T8ENPV89206AFSS
Abstract
Embedding spaces define notions of semantic similarity and distance. We study whether those embeddings reflect physical measurements of mass, distance, time and volume, which admit a unique, objective notion of semantic equivalence and distance. We find that physical measurement is only weakly modeled in the embedding space, and that instead quite peculiar measurement patterns can be observed. Further analysis indicates that embedding representations of physical measurements are strongly influenced by superficial string similarity, and recalibration of similarity does not substantially improve the alignment.
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Embedding Models Measure in Peculiar Ways: arxiv announce type changed from cross to new
Arxiv announce typecross→newarxivNew paper: Embedding Models Measure in Peculiar Ways
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