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Institute of Information Engineering, Chinese Academy of Sciences
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Structure-grounded reasoning in generative recommendation can dramatically enhance performance, especially when traditional methods struggle with complex item relationships.
Recommender systems resist steering towards long-tail content, revealing a major flaw in their controllability that could impact user experience and algorithmic fairness.