works on
index learning 1industrial deployment 1large-scale retrieval 1neural scoring 1ranking alignment 1recommendation systems 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

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…