Kuaishou Tech
Aug 11, 2023 · Artificial Intelligence
PEPNet: Parameter and Embedding Personalized Network for Multi‑Task Multi‑Domain Recommendation
The paper introduces PEPNet, a plug‑and‑play network that tackles the domain‑seesaw and task‑seesaw problems in multi‑scenario recommendation by using a gated personalization module (GateNU) together with embedding‑level (EPNet) and parameter‑level (PPNet) personalization, and demonstrates its superiority through extensive offline and online experiments on Kuaishou data.
Deep Learningembeddinggate network
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