USD combines portal-intent-based sampling with dual intent-weighted debiasing to improve homepage CTR prediction, reporting 35.4% and 14.5% UCTR gains in online tests.
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USD: A User-Intent-Driven Sampling and Dual-Debiasing Framework for Large-Scale Homepage Recommendations
USD combines portal-intent-based sampling with dual intent-weighted debiasing to improve homepage CTR prediction, reporting 35.4% and 14.5% UCTR gains in online tests.