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cs.IR2022★ 2 cited
Continual Transfer Learning for Cross-Domain Click-Through Rate Prediction at Taobao
Lixin Liu, Yanling Wang, Tianming Wang +6
As one of the largest e-commerce platforms in the world, Taobao's recommendation systems (RSs) serve the demands of shopping for hundreds of millions of customers. Click-Through Ra…
cs.IR2021
Path-based Deep Network for Candidate Item Matching in Recommenders
Houyi Li, Zhihong Chen, Chenliang Li +5
The large-scale recommender system mainly consists of two stages: matching and ranking. The matching stage (also known as the retrieval step) identifies a small fraction of relevan…