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News/DecisionRank: On-Policy Distillation for Decision-Model Rerankers
arxiv
PublishedNovember 2, 2026 at 5:00 AM

DecisionRank: On-Policy Distillation for Decision-Model Rerankers

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arXiv:2610.42128v1 Announce Type: new Abstract: Decision models target structured tasks by directly predicting choices or scores, avoiding autoregressive decoding latency. However, transferring a generative LLM's ranking knowledge to a decision model remains challenging: the teacher expresses prefer

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