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TensorFlow Ranking

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DataFunTalk
DataFunTalk
Nov 9, 2020 · Artificial Intelligence

Practical Application of TensorFlow Ranking (TFR) in iQIYI Overseas Recommendation System

This article describes how iQIYI's overseas recommendation team adopted TensorFlow Ranking to replace traditional CTR models with Learning‑to‑Rank, detailing the framework’s architecture, challenges such as regularization and sequence feature support, the solutions implemented, and experimental results showing significant performance gains.

Artificial IntelligenceMachine LearningTensorFlow Ranking
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Practical Application of TensorFlow Ranking (TFR) in iQIYI Overseas Recommendation System