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markuplm-large-finetuned-websrc
microsoft/markuplm-large-finetuned-websrc
markuplm-large-finetuned-websrc is a question answering model from microsoft. Use it when the input is a question plus a passage. It is set up for transformers.
Multimodal (text +markup language) pre-training for Document AI
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At a glance
- Task
- Question Answering
- Library
- transformers
- Model type
- markuplm
- Access
- Public
- Created
- Jun 14, 2022
- Updated
- Sep 30, 2022
- SHA
- bbe2614f
Try a prompt
Datasets
Model card
From the Hugging Face model README
MarkupLM, fine-tuned on WebSRC
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
Usage
We refer to the docs and demo notebooks.
- Task
- Question Answering
- Library
- transformers
- Type
- markuplm
- Languages
- en
- Created
- Jun 14, 2022
- Updated
- Sep 30, 2022