DocAnnot combines an LVLM, OCR, and a spatial matching heuristic to auto-annotate KIE documents at F1 0.68–0.85, and models trained on that data reach roughly 0.68 F1 on CORD.
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DocAnnot -- Accelerating the Creation of Key Information Extraction Datasets with GenAI-Powered Auto-annotation
DocAnnot combines an LVLM, OCR, and a spatial matching heuristic to auto-annotate KIE documents at F1 0.68–0.85, and models trained on that data reach roughly 0.68 F1 on CORD.