From Topology to Retrieval: Decoding Embedding Spaces with Unified Signatures

Florian Rottach, William Rudman, Bastian Rieck +2

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 geom…