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Share Prediction on Production User Embedding Table (online production)

Share Prediction on Production User Embedding Table (online production)

0.0038NE ImprovementMPZCH

Updated 8mo ago

Evaluation results

Method	Links
MPZCH2026.02		0.0038

State-of-the-art paper

MPZCH

Multi-Probe Zero Collision Hash (MPZCH): Mitigating Embedding Collisions and Enhancing Model Freshness in Large-Scale Recommenders

Dataset

Production User Embedding Table

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Related benchmarks

Intra-creator embedding similarity on Video Dataset (Same Day)Intra-creator embedding similarity on Video Dataset Same & Next Day Intra-creator embedding similarity on Video Dataset Overall Video View Duration (VVD) Prediction on User Embedding Table (online production)Video View Percentage 100% (VVP100) Prediction on User Embedding Table (online production)

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