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LayoutXLM: Multimodal Pre-training for Multilingual Visually-rich Document Understanding


Apr 18, 2021
Yiheng Xu, Tengchao Lv, Lei Cui, Guoxin Wang, Yijuan Lu, Dinei Florencio, Cha Zhang, Furu Wei

* Work in progress 

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Learning Massive Graph Embeddings on a Single Machine


Jan 20, 2021
Jason Mohoney, Roger Waleffe, Yiheng Xu, Theodoros Rekatsinas, Shivaram Venkataraman

* Under review 

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LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding


Dec 29, 2020
Yang Xu, Yiheng Xu, Tengchao Lv, Lei Cui, Furu Wei, Guoxin Wang, Yijuan Lu, Dinei Florencio, Cha Zhang, Wanxiang Che, Min Zhang, Lidong Zhou

* Work in progress 

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DocBank: A Benchmark Dataset for Document Layout Analysis


Jun 01, 2020
Minghao Li, Yiheng Xu, Lei Cui, Shaohan Huang, Furu Wei, Zhoujun Li, Ming Zhou

* Work in progress 

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LayoutLM: Pre-training of Text and Layout for Document Image Understanding


Feb 19, 2020
Yiheng Xu, Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, Ming Zhou

* Work in progress 

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