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Yimeng Bai, Chang Liu, Yang Zhang, Dingxian Wang, Frank Yang, Andrew Rabinovich, Wenge Rong, Fuli Feng · 2026 · arXiv 5712.380963

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DREAM: Dynamic Refinement of Early Assignment Mappings

cs.IR · 2026-06-05 · unverdicted · novelty 6.0

DREAM proposes intent-aware tokenization, frozen-model evaluation, and dynamic beams to refine early SID assignments and improve cold-start performance in generative recommenders on Amazon benchmarks.

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  • DREAM: Dynamic Refinement of Early Assignment Mappings cs.IR · 2026-06-05 · unverdicted · none · ref 1

    DREAM proposes intent-aware tokenization, frozen-model evaluation, and dynamic beams to refine early SID assignments and improve cold-start performance in generative recommenders on Amazon benchmarks.