Firehose

17 SEP 2026 · Paper

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

This paper develops a new framework called WeVisDoc to improve the performance of document parsing systems by addressing their weaknesses in diverse layouts and acquisition conditions. Practitioners may care about this research if they want to build robust document parsing systems that can handle real-world challenges.

document parsing robustness visual-structural clustering continual learning document understanding

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