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20242026
most citedOneSearch: A Preliminary Exploration of the Unified End-to-End Generative Framework for E-commerce Search

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cs.LG2026

PRQ-KMeans: Projection Residual Quantization for Semantic ID Tokenization

Yunxiao Luo, Siyuan Wang, Ben Chen +2

Semantic identifiers (SIDs) represent entities as hierarchical token sequences for generative retrieval and recommendation. Residual-quantization tokenizers construct these sequenc…