Preprint reveals a framework for modeling retrieval systems in hybrid search architectures, suggesting implications for ranking mechanisms.
This preprint introduces a constraint-based structural framework for modeling retrieval systems in hybrid search architectures. Retrieval is formalized as operating strictly over an indexed subset of the document universe, where index construction acts as a structural boundary condition for downstream ranking mechanisms. The paper provides a theoretical formulation of index-constrained retrieval and discusses implications for hybrid lexical-dense architectures.
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Mikhail Drozdov (2026) studied this question.
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