The content introduces the concept of Unified Structure Learning to enhance the performance of Multimodal Large Language Models in understanding text-rich images. It emphasizes the importance of structure information in Visual Document Understanding and proposes a vision-to-text module, H-Reducer, to efficiently encode structure information. The content details the two-stage training framework of DocOwl 1.5, highlighting its state-of-the-art performance on various benchmarks.
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by Anwen Hu,Hai... om arxiv.org 03-20-2024
https://arxiv.org/pdf/2403.12895.pdfDiepere vragen