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From Topology to Retrieval: Decoding Embedding Spaces with Unified Signatures

Rottach, Florian et al.
arXiv (All) · Papers
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computation-and-languageinformation-retrievalmachine-learning
Studying the shape of text embedding spaces enhances our understanding of model behavior and how geometry affects downstream task performance. While a range of topological and geometric metrics have been explored, they are typically analyzed in isolation, and the connections between them remain larg
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