Author

Chong Sun

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Preprint Sep 2026

WeVisDoc: From Coverage to Capability for Robust End-to-End Document Parsing

WeVisDoc is presented, a two-stage data-centric framework for robust end-to-end document parsing that broadens semantic, structural, and appearance coverage through heterogeneous data and structure-preserving degradation synthesis and guides targeted data construction and reallocation of the target-token budget.

Hao Yu, Kang Liu, Lin-Nan Zhao et al. · 0 citations

Preprint Aug 2026

PaDoc: Layout-Grounded Parallel Decoding for Document Parsing

PaDoc is proposed, a layout-grounded parser that treats the predicted layout as a branching structure over a shared page representation that is the fastest end-to-end parser at five concurrency levels and is the fastest end-to-end parser at five concurrency levels.

Hao Yu, Jia-Bo Zhan, Kang Liu et al. · 1 citation