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Xinyi Liu

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Book Open access Jul 2026

Scaling and Stabilizing Large-Scale Embedding-Based Retrieval

A unified pipeline deployed at Walmart that addresses both signal quality and model evolution is presented, and a Warm-Start Distillation technique that transfers domain-specific expertise from the legacy model to the new backbone is introduced.

Zhen Yang, Juexin Lin, Hongwei Shang et al. · 1 citation