PaDoc: Parallel Decoding for Layout-Grounded Document Parsing
August 5, 2026
PaDoc treats predicted document layouts as branching structures over a shared page representation to enable parallel decoding. This reduces decoding depth to the longest layout-content branch, improving speed over sequential autoregressive parsers.
HOW THIS AFFECTS YOU
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builderYou can achieve faster document parsing while maintaining full-page context.