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Xudong Gong, Qinlin Feng, Yuan Zhang, Jiangling Qin, Weijie Ding, Biao Li, Peng Jiang, Kun Gai · 2022 · arXiv 1808.355706

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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 12

    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.