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chain-of-thought reduction 1cross-mode alignment 1generative models 1multimodal embeddings 1reinforcement learning 1

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cs.AI2026

PaDoc: Layout-Grounded Parallel Decoding for Document Parsing

Hao Yu, Jiabo Zhan, Kang Liu +8

End-to-end document parsers provide a unified interface, but serialize page layouts and regional contents into one autoregressive sequence. This formulation forces independent regi…