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**Multimodal (text + layout/format + image) pre-training for [Document AI](https://www.microsoft.com/en-us/research/project/document-ai/)**
- April, 2021: [LayoutXLM](https://github.com/microsoft/unilm/tree/master/layoutxlm) is coming by extending the LayoutLM into multilingual support! A multilingual form understanding benchmark [XFUND](https://github.com/doc-analysis/XFUN) is also introduced, which includes forms with human labeled key-value pairs in 7 languages (Chinese, Japanese, Spanish, French, Italian, German, Portuguese).
- April, 2021: [LayoutXLM](https://github.com/microsoft/unilm/tree/master/layoutxlm) is coming by extending the LayoutLM into multilingual support! A multilingual form understanding benchmark [XFUND](https://github.com/doc-analysis/XFUND) is also introduced, which includes forms with human labeled key-value pairs in 7 languages (Chinese, Japanese, Spanish, French, Italian, German, Portuguese).
- December 29th, 2020: [LayoutLMv2](https://arxiv.org/abs/2012.14740) is coming with the new SOTA on a wide varierty of document AI tasks, including [DocVQA](https://rrc.cvc.uab.es/?ch=17&com=evaluation&task=1) and [SROIE](https://rrc.cvc.uab.es/?ch=13&com=evaluation&task=3) leaderboard.
