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20232026
most citedLayoutMask: Enhance Text-Layout Interaction in Multi-modal Pre-training for Document Understanding

2 citations · 3 across the 8 of their papers we have counts for

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cs.CL2026

Up to 36x Speedup: Mask-based Parallel Inference Paradigm for Key Information Extraction in MLLMs

Xinzhong Wang, Ya Guo, Jing Li +5

Key Information Extraction (KIE) from visually-rich documents (VrDs) is a critical task, for which recent Large Language Models (LLMs) and Multi-Modal Large Language Models (MLLMs)…