From Topology to Retrieval: Decoding Embedding Spaces with Unified Signatures

arXiv:2511.22150 · cs.LG, cs.CL, cs.IR · Submitted 2025-11-27 · Read on arXiv

cs.LG, cs.CL, cs.IR

Submitted: 2025-11-27

Updated: 2026-10-12

Terminology

• Embeddings — 2× in this paper · explained in 2 episodes
• Interpretability — 1× in this paper · explained in 15 episodes
• Redundancy — 1× in this paper · explained in 2 episodes
• Unified Topological Signatures — 1× in this paper

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