WeVisDoc: Two-Stage Framework for Robust Document Parsing

WeVisDoc uses a data-centric approach to improve end-to-end document parsing through heterogeneous data synthesis and error-based diagnostics. The 4B parameter model achieves high robustness across diverse layouts by targeting residual errors in specific visual-structural clusters.