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Document AI: Benchmarks, Models and Applications


Nov 16, 2021
Lei Cui, Yiheng Xu, Tengchao Lv, Furu Wei


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MarkupLM: Pre-training of Text and Markup Language for Visually-rich Document Understanding


Oct 16, 2021
Junlong Li, Yiheng Xu, Lei Cui, Furu Wei

* Work in Progress 

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TrOCR: Transformer-based Optical Character Recognition with Pre-trained Models


Sep 25, 2021
Minghao Li, Tengchao Lv, Lei Cui, Yijuan Lu, Dinei Florencio, Cha Zhang, Zhoujun Li, Furu Wei

* Work in Progress 

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LayoutReader: Pre-training of Text and Layout for Reading Order Detection


Aug 27, 2021
Zilong Wang, Yiheng Xu, Lei Cui, Jingbo Shang, Furu Wei

* EMNLP 2021 

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VT-SSum: A Benchmark Dataset for Video Transcript Segmentation and Summarization


Jun 10, 2021
Tengchao Lv, Lei Cui, Momcilo Vasilijevic, Furu Wei

* Work in progress 

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AutoSampling: Search for Effective Data Sampling Schedules


May 28, 2021
Ming Sun, Haoxuan Dou, Baopu Li, Lei Cui, Junjie Yan, Wanli Ouyang

* ICML 2021 
* Automl for sampling firstly without any assumpation 

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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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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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Multimodal Matching Transformer for Live Commenting


Feb 07, 2020
Chaoqun Duan, Lei Cui, Shuming Ma, Furu Wei, Conghui Zhu, Tiejun Zhao


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Cross-Modality Attention with Semantic Graph Embedding for Multi-Label Classification


Dec 17, 2019
Renchun You, Zhiyao Guo, Lei Cui, Xiang Long, Yingze Bao, Shilei Wen


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TableBank: A Benchmark Dataset for Table Detection and Recognition


Mar 05, 2019
Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, Ming Zhou, Zhoujun Li


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Unsupervised Machine Commenting with Neural Variational Topic Model


Sep 13, 2018
Shuming Ma, Lei Cui, Furu Wei, Xu Sun


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LiveBot: Generating Live Video Comments Based on Visual and Textual Contexts


Sep 13, 2018
Shuming Ma, Lei Cui, Damai Dai, Furu Wei, Xu Sun


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Neural Melody Composition from Lyrics


Sep 12, 2018
Hangbo Bao, Shaohan Huang, Furu Wei, Lei Cui, Yu Wu, Chuanqi Tan, Songhao Piao, Ming Zhou


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Retrieval-Enhanced Adversarial Training for Neural Response Generation


Sep 12, 2018
Qingfu Zhu, Lei Cui, Weinan Zhang, Furu Wei, Yining Chen, Ting Liu


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Neural Open Information Extraction


May 11, 2018
Lei Cui, Furu Wei, Ming Zhou


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Aligning Coordinated Text Streams through Burst Information Network Construction and Decipherment


Sep 27, 2016
Tao Ge, Qing Dou, Xiaoman Pan, Heng Ji, Lei Cui, Baobao Chang, Zhifang Sui, Ming Zhou

* 10 pages 

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