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DataFunTalk
DataFunTalk
Jan 27, 2021 · Artificial Intelligence

CAN: Revisiting Feature Co-Action for Click-Through Rate Prediction

This article details the development and deployment of CAN (Co‑Action Net), a novel click‑through‑rate prediction model that captures item‑item co‑action via attention‑based slot embeddings, offering superior performance to Cartesian‑product methods while reducing parameter and serving costs.

CTR predictionCo-Action Netfeature interaction
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CAN: Revisiting Feature Co-Action for Click-Through Rate Prediction