GENPLUGIN improves generative recommender systems by aligning language and ID views with contrastive learning, substituting language-view predictions for ground-truth ID tokens during training, and augmenting long-tail recommendations with retrieved similar users.
Two decades of recommender systems at amazon.com
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GENPLUGIN: A Plug-and-Play Framework for Long-Tail Generative Recommendation with Exposure Bias Mitigation
GENPLUGIN improves generative recommender systems by aligning language and ID views with contrastive learning, substituting language-view predictions for ground-truth ID tokens during training, and augmenting long-tail recommendations with retrieved similar users.