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markuplm-base
SaulLu/markuplm-base
markuplm-base is a machine learning model from SaulLu. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers.
Multimodal (text +markup language) pre-training for Document AI
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At a glance
- Library
- transformers
- Model type
- markuplm
- Access
- Public
- Created
- Mar 2, 2022
- Updated
- Jan 10, 2022
- SHA
- 70f114dc
Model card
From the Hugging Face model README
MarkupLM
Multimodal (text +markup language) pre-training for Document AI
Introduction
MarkupLM is a simple but effective multi-modal pre-training method of text and markup language for visually-rich document understanding and information extraction tasks, such as webpage QA and webpage information extraction. MarkupLM archives the SOTA results on multiple datasets. For more details, please refer to our paper:
MarkupLM: Pre-training of Text and Markup Language for Visually-rich Document Understanding Junlong Li, Yiheng Xu, Lei Cui, Furu Wei
- Library
- transformers
- Type
- markuplm
- Created
- Mar 2, 2022
- Updated
- Jan 10, 2022