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Ling-Xiao Zhang

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Preprint Sep 2026

RandSlot: Learning Compact Visual Document Representations with Random Soft Tokens

Visual document retrieval requires expressive representations to match queries with evidence distributed across text, tables, and page layouts. Multi-vector representations capture fine-grained information, but storing and comparing many vectors introduces substantial retrieval costs. In this paper, we introduce RandSl...

De-Wen Guo, Shi Yu, Ling-Xiao Zhang et al. · 0 citations

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