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Zhu, Dawei, Meng, Rui, Chen, Jiefeng, Li, Sujian, Pfister, Tomas, Yoon, Jinsung , booktitle = · 2026 · DOI 10.18653/v1/2026.acl-long.1234

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HierDoc: Hierarchical Page-to-Region Evidence Routing for Long-Document Visual Question Answering

cs.CV · 2026-07-31 · conditional · novelty 6.0

HierDoc trains separate page- and region-selection policies with GRPO, then answers from full selected pages plus selected region crops and text.

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HierDoc: Hierarchical Page-to-Region Evidence Routing for Long-Document Visual Question Answering cs.CV · 2026-07-31 · conditional · none · ref 64
HierDoc trains separate page- and region-selection policies with GRPO, then answers from full selected pages plus selected region crops and text.

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