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
Publications
Publications
Publications by Year
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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
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XDoc: Unified Pre-training for Cross-Format Document Understanding
Jingye Chen, Tengchao Lv, Lei Cui, Cha Zhang, Furu Wei
EMNLP 2022 | December 2022
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
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
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
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
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Document AI: Benchmarks, Models and Applications
Lei Cui, Yiheng Xu, Tengchao Lv, Furu Wei
November 2021
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
Document AI: Benchmarks, Models and Applications (Presentation@ICDAR 2021)
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
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
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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
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
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
Publications by Research Area
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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
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
XDoc: Unified Pre-training for Cross-Format Document Understanding
Jingye Chen, Tengchao Lv, Lei Cui, Cha Zhang, Furu Wei
EMNLP 2022 | December 2022
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
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
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
Document AI: Benchmarks, Models and Applications
Lei Cui, Yiheng Xu, Tengchao Lv, Furu Wei
November 2021
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
Document AI: Benchmarks, Models and Applications (Presentation@ICDAR 2021)
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
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
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
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
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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
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
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
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
Document AI: Benchmarks, Models and Applications
Lei Cui, Yiheng Xu, Tengchao Lv, Furu Wei
November 2021
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
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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
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
XDoc: Unified Pre-training for Cross-Format Document Understanding
Jingye Chen, Tengchao Lv, Lei Cui, Cha Zhang, Furu Wei
EMNLP 2022 | December 2022
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
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
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
Document AI: Benchmarks, Models and Applications
Lei Cui, Yiheng Xu, Tengchao Lv, Furu Wei
November 2021
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
Document AI: Benchmarks, Models and Applications (Presentation@ICDAR 2021)
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
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
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
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
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
Publications by Type
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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
Document AI: Benchmarks, Models and Applications
Lei Cui, Yiheng Xu, Tengchao Lv, Furu Wei
November 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
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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
XDoc: Unified Pre-training for Cross-Format Document Understanding
Jingye Chen, Tengchao Lv, Lei Cui, Cha Zhang, Furu Wei
EMNLP 2022 | December 2022
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
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
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
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
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
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
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
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
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
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Document AI: Benchmarks, Models and Applications (Presentation@ICDAR 2021)
September 2021
September 2021
DIL workshop in ICDAR 2021