Document AI (Intelligent Document Processing)

论文与出版物

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- Kosmos-2.5: A Multimodal Literate Model
  
  Tengchao Lv, Yupan Huang, Jingye Chen, Lei Cui, Shuming Ma, Yaoyao Chang, Shaohan Huang, Wenhui Wang, Li Dong, Weiyao Luo, Shaoxiang Wu, Guoxin Wang, Cha Zhang, Furu Wei
  
  September 2023
  
  Preprint
- TrOCR: Transformer-based Optical Character Recognition with Pre-trained Models
  
  Minghao Li, Tengchao Lv, Jingye Chen, Lei Cui, Yijuan Lu, Dinei Florencio, Cha Zhang, Zhoujun Li, Furu Wei
  
  AAAI 2023 | February 2023
  
  Publication
- XDoc: Unified Pre-training for Cross-Format Document Understanding
  
  Jingye Chen, Tengchao Lv, Lei Cui, Cha Zhang, Furu Wei
  
  EMNLP 2022 | December 2022
  
  Publication
- DiT: Self-supervised Pre-training for Document Image Transformer
  
  Junlong Li, Yiheng Xu, Tengchao Lv, Lei Cui, Cha Zhang, Furu Wei
  
  ACM Multimedia 2022 | October 2022
  
  Publication
- LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking
  
  Yupang Huang, Tengchao Lv, Lei Cui, Yutong Lu, Furu Wei
  
  ACM Multimedia 2022 | October 2022
  
  Publication
- MarkupLM: Pre-training of Text and Markup Language for Visually-rich Document Understanding
  
  Junlong Li, Yiheng Xu, Lei Cui, Furu Wei
  
  ACL 2022 | May 2022
  
  Publication
- XFUND: A Benchmark Dataset for Multilingual Visually Rich Form Understanding
  
  Yiheng Xu, Tengchao Lv, Lei Cui, Guoxin Wang, Yijuan Lu, Dinei Florencio, Cha Zhang, Furu Wei
  
  ACL 2022 | May 2022
  
  Publication
- Document AI: Benchmarks, Models and Applications
  
  Lei Cui, Yiheng Xu, Tengchao Lv, Furu Wei
  
  November 2021
  
  Publication
- LayoutReader: Pre-training of Text and Layout for Reading Order Detection
  
  Zilong Wang, Yiheng Xu, Lei Cui, Jingbo Shang, Furu Wei
  
  EMNLP 2021 | November 2021
  
  Publication
- Document AI: Benchmarks, Models and Applications (Presentation@ICDAR 2021)
  
  Lei Cui
  
  September 2021
  
  September 2021
  
  DIL workshop in ICDAR 2021
- Document AI: Benchmarks, Models and Applications (In Chinese)
  
  Lei Cui, Yiheng Xu, Tengchao Lv, Furu Wei
  
  CCL 2021 | August 2021
- LayoutXLM: Multimodal Pre-training for Multilingual Visually-rich Document Understanding
  
  Yiheng Xu, Tengchao Lv, Lei Cui, Guoxin Wang, Yijuan Lu, Dinei Florencio, Cha Zhang, Furu Wei
  
  April 2021
  
  Publication
- LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding
  
  Yang Xu, Yiheng Xu, Tengchao Lv, Lei Cui, Furu Wei, Guoxin Wang, Yijuan Lu, Dinei Florencio, Cha Zhang, Wanxiang Che, Min Zhang, Lidong Zhou
  
  ACL-IJCNLP 2021 | January 2021
  
  Preprint Publication Github
- DocBank: A Benchmark Dataset for Document Layout Analysis
  
  Minghao Li, Yiheng Xu, Lei Cui, Shaohan Huang, Furu Wei, Zhoujun Li, Ming Zhou
  
  COLING 2020 | December 2020
  
  Publication
- LayoutLM: Pre-training of Text and Layout for Document Image Understanding
  
  Yiheng Xu, Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, Ming Zhou
  
  KDD 2020 | August 2020
  
  PDF Publication Github
- TableBank: Table Benchmark for Image-based Table Detection and Recognition
  
  Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, Ming Zhou, Zhoujun Li
  
  LREC 2020 | May 2020
  
  Publication

- Kosmos-2.5: A Multimodal Literate Model
  
  Tengchao Lv, Yupan Huang, Jingye Chen, Lei Cui, Shuming Ma, Yaoyao Chang, Shaohan Huang, Wenhui Wang, Li Dong, Weiyao Luo, Shaoxiang Wu, Guoxin Wang, Cha Zhang, Furu Wei
  
  September 2023
  
  Preprint
- TrOCR: Transformer-based Optical Character Recognition with Pre-trained Models
  
  Minghao Li, Tengchao Lv, Jingye Chen, Lei Cui, Yijuan Lu, Dinei Florencio, Cha Zhang, Zhoujun Li, Furu Wei
  
  AAAI 2023 | February 2023
  
  Publication
- XDoc: Unified Pre-training for Cross-Format Document Understanding
  
  Jingye Chen, Tengchao Lv, Lei Cui, Cha Zhang, Furu Wei
  
  EMNLP 2022 | December 2022
  
  Publication
- LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking
  
  Yupang Huang, Tengchao Lv, Lei Cui, Yutong Lu, Furu Wei
  
  ACM Multimedia 2022 | October 2022
  
  Publication
- DiT: Self-supervised Pre-training for Document Image Transformer
  
  Junlong Li, Yiheng Xu, Tengchao Lv, Lei Cui, Cha Zhang, Furu Wei
  
  ACM Multimedia 2022 | October 2022
  
  Publication
- MarkupLM: Pre-training of Text and Markup Language for Visually-rich Document Understanding
  
  Junlong Li, Yiheng Xu, Lei Cui, Furu Wei
  
  ACL 2022 | May 2022
  
  Publication
- Document AI: Benchmarks, Models and Applications
  
  Lei Cui, Yiheng Xu, Tengchao Lv, Furu Wei
  
  November 2021
  
  Publication
- LayoutReader: Pre-training of Text and Layout for Reading Order Detection
  
  Zilong Wang, Yiheng Xu, Lei Cui, Jingbo Shang, Furu Wei
  
  EMNLP 2021 | November 2021
  
  Publication
- Document AI: Benchmarks, Models and Applications (Presentation@ICDAR 2021)
  
  Lei Cui
  
  September 2021
  
  September 2021
  
  DIL workshop in ICDAR 2021
- Document AI: Benchmarks, Models and Applications (In Chinese)
  
  Lei Cui, Yiheng Xu, Tengchao Lv, Furu Wei
  
  CCL 2021 | August 2021
- LayoutXLM: Multimodal Pre-training for Multilingual Visually-rich Document Understanding
  
  Yiheng Xu, Tengchao Lv, Lei Cui, Guoxin Wang, Yijuan Lu, Dinei Florencio, Cha Zhang, Furu Wei
  
  April 2021
  
  Publication
- DocBank: A Benchmark Dataset for Document Layout Analysis
  
  Minghao Li, Yiheng Xu, Lei Cui, Shaohan Huang, Furu Wei, Zhoujun Li, Ming Zhou
  
  COLING 2020 | December 2020
  
  Publication
- LayoutLM: Pre-training of Text and Layout for Document Image Understanding
  
  Yiheng Xu, Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, Ming Zhou
  
  KDD 2020 | August 2020
  
  PDF Publication Github
- TableBank: Table Benchmark for Image-based Table Detection and Recognition
  
  Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, Ming Zhou, Zhoujun Li
  
  LREC 2020 | May 2020
  
  Publication
- Kosmos-2.5: A Multimodal Literate Model
  
  Tengchao Lv, Yupan Huang, Jingye Chen, Lei Cui, Shuming Ma, Yaoyao Chang, Shaohan Huang, Wenhui Wang, Li Dong, Weiyao Luo, Shaoxiang Wu, Guoxin Wang, Cha Zhang, Furu Wei
  
  September 2023
  
  Preprint
- TrOCR: Transformer-based Optical Character Recognition with Pre-trained Models
  
  Minghao Li, Tengchao Lv, Jingye Chen, Lei Cui, Yijuan Lu, Dinei Florencio, Cha Zhang, Zhoujun Li, Furu Wei
  
  AAAI 2023 | February 2023
  
  Publication
- LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking
  
  Yupang Huang, Tengchao Lv, Lei Cui, Yutong Lu, Furu Wei
  
  ACM Multimedia 2022 | October 2022
  
  Publication
- DiT: Self-supervised Pre-training for Document Image Transformer
  
  Junlong Li, Yiheng Xu, Tengchao Lv, Lei Cui, Cha Zhang, Furu Wei
  
  ACM Multimedia 2022 | October 2022
  
  Publication
- Document AI: Benchmarks, Models and Applications
  
  Lei Cui, Yiheng Xu, Tengchao Lv, Furu Wei
  
  November 2021
  
  Publication
- TableBank: Table Benchmark for Image-based Table Detection and Recognition
  
  Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, Ming Zhou, Zhoujun Li
  
  LREC 2020 | May 2020
  
  Publication
- Kosmos-2.5: A Multimodal Literate Model
  
  Tengchao Lv, Yupan Huang, Jingye Chen, Lei Cui, Shuming Ma, Yaoyao Chang, Shaohan Huang, Wenhui Wang, Li Dong, Weiyao Luo, Shaoxiang Wu, Guoxin Wang, Cha Zhang, Furu Wei
  
  September 2023
  
  Preprint
- TrOCR: Transformer-based Optical Character Recognition with Pre-trained Models
  
  Minghao Li, Tengchao Lv, Jingye Chen, Lei Cui, Yijuan Lu, Dinei Florencio, Cha Zhang, Zhoujun Li, Furu Wei
  
  AAAI 2023 | February 2023
  
  Publication
- XDoc: Unified Pre-training for Cross-Format Document Understanding
  
  Jingye Chen, Tengchao Lv, Lei Cui, Cha Zhang, Furu Wei
  
  EMNLP 2022 | December 2022
  
  Publication
- LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking
  
  Yupang Huang, Tengchao Lv, Lei Cui, Yutong Lu, Furu Wei
  
  ACM Multimedia 2022 | October 2022
  
  Publication
- XFUND: A Benchmark Dataset for Multilingual Visually Rich Form Understanding
  
  Yiheng Xu, Tengchao Lv, Lei Cui, Guoxin Wang, Yijuan Lu, Dinei Florencio, Cha Zhang, Furu Wei
  
  ACL 2022 | May 2022
  
  Publication
- MarkupLM: Pre-training of Text and Markup Language for Visually-rich Document Understanding
  
  Junlong Li, Yiheng Xu, Lei Cui, Furu Wei
  
  ACL 2022 | May 2022
  
  Publication
- Document AI: Benchmarks, Models and Applications
  
  Lei Cui, Yiheng Xu, Tengchao Lv, Furu Wei
  
  November 2021
  
  Publication
- LayoutReader: Pre-training of Text and Layout for Reading Order Detection
  
  Zilong Wang, Yiheng Xu, Lei Cui, Jingbo Shang, Furu Wei
  
  EMNLP 2021 | November 2021
  
  Publication
- Document AI: Benchmarks, Models and Applications (Presentation@ICDAR 2021)
  
  Lei Cui
  
  September 2021
  
  September 2021
  
  DIL workshop in ICDAR 2021
- Document AI: Benchmarks, Models and Applications (In Chinese)
  
  Lei Cui, Yiheng Xu, Tengchao Lv, Furu Wei
  
  CCL 2021 | August 2021
- LayoutXLM: Multimodal Pre-training for Multilingual Visually-rich Document Understanding
  
  Yiheng Xu, Tengchao Lv, Lei Cui, Guoxin Wang, Yijuan Lu, Dinei Florencio, Cha Zhang, Furu Wei
  
  April 2021
  
  Publication
- LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding
  
  Yang Xu, Yiheng Xu, Tengchao Lv, Lei Cui, Furu Wei, Guoxin Wang, Yijuan Lu, Dinei Florencio, Cha Zhang, Wanxiang Che, Min Zhang, Lidong Zhou
  
  ACL-IJCNLP 2021 | January 2021
  
  Preprint Publication Github
- DocBank: A Benchmark Dataset for Document Layout Analysis
  
  Minghao Li, Yiheng Xu, Lei Cui, Shaohan Huang, Furu Wei, Zhoujun Li, Ming Zhou
  
  COLING 2020 | December 2020
  
  Publication
- LayoutLM: Pre-training of Text and Layout for Document Image Understanding
  
  Yiheng Xu, Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, Ming Zhou
  
  KDD 2020 | August 2020
  
  PDF Publication Github
- TableBank: Table Benchmark for Image-based Table Detection and Recognition
  
  Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, Ming Zhou, Zhoujun Li
  
  LREC 2020 | May 2020
  
  Publication

- Kosmos-2.5: A Multimodal Literate Model
  
  Tengchao Lv, Yupan Huang, Jingye Chen, Lei Cui, Shuming Ma, Yaoyao Chang, Shaohan Huang, Wenhui Wang, Li Dong, Weiyao Luo, Shaoxiang Wu, Guoxin Wang, Cha Zhang, Furu Wei
  
  September 2023
  
  Preprint
- Document AI: Benchmarks, Models and Applications
  
  Lei Cui, Yiheng Xu, Tengchao Lv, Furu Wei
  
  November 2021
  
  Publication
- LayoutXLM: Multimodal Pre-training for Multilingual Visually-rich Document Understanding
  
  Yiheng Xu, Tengchao Lv, Lei Cui, Guoxin Wang, Yijuan Lu, Dinei Florencio, Cha Zhang, Furu Wei
  
  April 2021
  
  Publication
- TrOCR: Transformer-based Optical Character Recognition with Pre-trained Models
  
  Minghao Li, Tengchao Lv, Jingye Chen, Lei Cui, Yijuan Lu, Dinei Florencio, Cha Zhang, Zhoujun Li, Furu Wei
  
  AAAI 2023 | February 2023
  
  Publication
- XDoc: Unified Pre-training for Cross-Format Document Understanding
  
  Jingye Chen, Tengchao Lv, Lei Cui, Cha Zhang, Furu Wei
  
  EMNLP 2022 | December 2022
  
  Publication
- LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking
  
  Yupang Huang, Tengchao Lv, Lei Cui, Yutong Lu, Furu Wei
  
  ACM Multimedia 2022 | October 2022
  
  Publication
- DiT: Self-supervised Pre-training for Document Image Transformer
  
  Junlong Li, Yiheng Xu, Tengchao Lv, Lei Cui, Cha Zhang, Furu Wei
  
  ACM Multimedia 2022 | October 2022
  
  Publication
- XFUND: A Benchmark Dataset for Multilingual Visually Rich Form Understanding
  
  Yiheng Xu, Tengchao Lv, Lei Cui, Guoxin Wang, Yijuan Lu, Dinei Florencio, Cha Zhang, Furu Wei
  
  ACL 2022 | May 2022
  
  Publication
- MarkupLM: Pre-training of Text and Markup Language for Visually-rich Document Understanding
  
  Junlong Li, Yiheng Xu, Lei Cui, Furu Wei
  
  ACL 2022 | May 2022
  
  Publication
- LayoutReader: Pre-training of Text and Layout for Reading Order Detection
  
  Zilong Wang, Yiheng Xu, Lei Cui, Jingbo Shang, Furu Wei
  
  EMNLP 2021 | November 2021
  
  Publication
- Document AI: Benchmarks, Models and Applications (In Chinese)
  
  Lei Cui, Yiheng Xu, Tengchao Lv, Furu Wei
  
  CCL 2021 | August 2021
- LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding
  
  Yang Xu, Yiheng Xu, Tengchao Lv, Lei Cui, Furu Wei, Guoxin Wang, Yijuan Lu, Dinei Florencio, Cha Zhang, Wanxiang Che, Min Zhang, Lidong Zhou
  
  ACL-IJCNLP 2021 | January 2021
  
  Preprint Publication Github
- DocBank: A Benchmark Dataset for Document Layout Analysis
  
  Minghao Li, Yiheng Xu, Lei Cui, Shaohan Huang, Furu Wei, Zhoujun Li, Ming Zhou
  
  COLING 2020 | December 2020
  
  Publication
- LayoutLM: Pre-training of Text and Layout for Document Image Understanding
  
  Yiheng Xu, Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, Ming Zhou
  
  KDD 2020 | August 2020
  
  PDF Publication Github
- TableBank: Table Benchmark for Image-based Table Detection and Recognition
  
  Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, Ming Zhou, Zhoujun Li
  
  LREC 2020 | May 2020
  
  Publication
- Document AI: Benchmarks, Models and Applications (Presentation@ICDAR 2021)
  
  Lei Cui
  
  September 2021
  
  September 2021
  
  DIL workshop in ICDAR 2021