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Yunjia Xi, Weiwen Liu, Jieming Zhu, Xilong Zhao, Xinyi Dai, Ruiming Tang, Weinan Zhang, Rui Zhang, Yong Yu · 2022 · arXiv 7495.353202

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fields

cs.IR 1

years

2026 1

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UNVERDICTED 1

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DeGRe: Dense-supervised Generative Reranking for Recommendation

cs.IR · 2026-05-25 · unverdicted · novelty 5.0

DeGRe decouples offline exploration via a lookahead evaluator using beam search and cumulative regression to distill dense supervision into an online generator that approximates optimal reranking sequences with greedy decoding.

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  • DeGRe: Dense-supervised Generative Reranking for Recommendation cs.IR · 2026-05-25 · unverdicted · none · ref 34

    DeGRe decouples offline exploration via a lookahead evaluator using beam search and cumulative regression to distill dense supervision into an online generator that approximates optimal reranking sequences with greedy decoding.