TVA defines a 'topological void' in a dense-sparse embedding space as a triad of concepts satisfying domain cohesion, calibrated marginality, sparse lexical bridging, and geodesic vacancy, yielding 191 reviewable invention candidates from a 140k-document corpus.
BGE M3-Embedding: Multi-Lingual, Multi- Functionality, Multi-Granularity Text Em- beddings Through Self-Knowledge Distilla- tion
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Topological Void Analysis A Mathematical Framework for Systematic Technical Innovation Discovery in Knowledge Spaces
TVA defines a 'topological void' in a dense-sparse embedding space as a triad of concepts satisfying domain cohesion, calibrated marginality, sparse lexical bridging, and geodesic vacancy, yielding 191 reviewable invention candidates from a 140k-document corpus.