Author

Qi-Cheng Zhu

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Preprint Aug 2026

DocPC: Document-Level Visual Retrieval via Representative Page Composition

This work proposes DocPC, a document-level visual retrieval framework based on Representative Page Composition, and introduces DocViRe, a benchmark with multi-positive relevance annotations that combines multi-positive contrastive learning with sparsely scheduled listwise optimization.

Chengcheng You, Qi Jiang, Junyi Zhou et al. · 0 citations