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How Well Does Generative Recommendation Generalize?

Shuai Shao, Jingbo Shang, Yupeng Hou et al. · 20 Mar 2026

Generative recommendation models excel at generalization tasks while item ID-based models perform better at memorization, with a complementary approach showing improved recommendation performance through adaptive combination.

Generative Recommendation Recommendation Systems

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