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cs.IR2026

OneShot: Index-in-Ranking with Neural Scoring for Large-Scale Retrieval

Ziwei Li, Shuyao Li, Xufeng Cai +12

The paper introduces OneShot, an end-to-end framework that jointly learns an index and ranking model for large‑scale retrieval, aligning index structure with ranking objectives and…