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Shangxin Yang

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Preprint Jul 2026

Where Reasoning Matters: Rethinking Latent Reasoning in Semantic ID-based Generative Recommendation

Semantic ID-based generative recommendation predicts an item by generating a short sequence of semantic ID tokens, where each token is produced autoregressively. Latent reasoning has recently been introduced to improve this process through additional hidden-state computation before each token decision. This raises a pr...

Shangxin Yang, Min Gao, Zongwei Wang et al. · 0 citations

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