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#VLMs

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Very Efficient Listwise Multimodal Reranking for Long Documents

面向长文档的高效列表式多模态重排序

🧭 Multimodal ★ 深度解读

Magellan Technology Research Institute (MTRI)

提出 ZipRerank，通过两阶段训练和查询感知视觉 token 剪枝与单步 logit 评分，将重排序延迟降低一个数量级

Multimodal | 2026-05-12 | cs.MM | score 8/10

Listwise RerankingMultimodal RetrievalVLMsDocument RetrievalToken PruningSoft Ranking