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Multimodal Pre-training Based on Graph Attention Network for Document
Understanding

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Multimodal Pre-training Based on Graph Attention Network for Document Understanding

IEEE transactions on multimedia (IEEE TMM), 2022

25 March 2022

Jun Du

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Papers citing "Multimodal Pre-training Based on Graph Attention Network for Document Understanding"

19 / 19 papers shown

Title
Cascaded Robust Rectification for Arbitrary Document Images Chaoyun Wang Quanxin Huang I-Chao Shen Takeo Igarashi Nanning Zheng Caigui Jiang 112 0 0 28 Nov 2025
OTCR: Optimal Transmission, Compression and Representation for Multimodal Information Extraction Y. Li Yajiao Wang Wenhao Hu Z. Zhang Mengting Zhang 64 0 0 17 Sep 2025
Document Image Rectification Bases on Self-Adaptive Multitask Fusion Heng Li Xiangping Wu Qingcai Chen 329 0 0 09 May 2025
Problem Solved? Information Extraction Design Space for Layout-Rich Documents using LLMs Gaye Colakoglu Gürkan Solmaz Jonathan Fürst 273 4 0 25 Feb 2025
Modeling Layout Reading Order as Ordering Relations for Visually-rich Document UnderstandingConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Chong Zhang Yi Tu Yixi Zhao Chenshu Yuan Huan Chen ... Mingxu Chai Ya Guo Huijia Zhu Qi Zhang Tao Gui 176 10 0 29 Sep 2024
See then Tell: Enhancing Key Information Extraction with Vision Grounding Shuhang Liu Zhenrong Zhang Pengfei Hu Jiefeng Ma Jun Du Qing Wang Jianshu Zhang Chenyu Liu 235 1 0 29 Sep 2024
DocMamba: Efficient Document Pre-training with State Space ModelAAAI Conference on Artificial Intelligence (AAAI), 2024 Pengfei Hu Zhenrong Zhang Jiefeng Ma Shuhang Liu Jun Du Jianshu Zhang Mamba 262 1 0 18 Sep 2024
Deep Learning based Visually Rich Document Content Understanding: A Survey Muhammad Ali Jean Lee Salman Khan Eduard Hovy 434 14 0 02 Aug 2024
SRFUND: A Multi-Granularity Hierarchical Structure Reconstruction Benchmark in Form Understanding Jiefeng Ma Yan Wang Chenyu Liu Jun Du Yu Hu Zhenrong Zhang Pengfei Hu Qing Wang Jianshu Zhang 174 1 0 13 Jun 2024
BuDDIE: A Business Document Dataset for Multi-task Information Extraction Ran Zmigrod Dongsheng Wang Mathieu Sibue Yulong Pei Petr Babkin ... Antony Papadimitriou William Watson Zhiqiang Ma Armineh Nourbakhsh Sameena Shah 208 7 0 05 Apr 2024
DocLLM: A layout-aware generative language model for multimodal document understandingAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Dongsheng Wang Natraj Raman Mathieu Sibue Zhiqiang Ma Petr Babkin Simerjot Kaur Yulong Pei Armineh Nourbakhsh Xiaomo Liu VLM 232 100 0 31 Dec 2023
Document Understanding for Healthcare ReferralsIEEE International Conference on Healthcare Informatics (ICHI), 2023 Jimit Mistry N. Arzeno MedIm 94 1 0 22 Sep 2023
LMDX: Language Model-based Document Information Extraction and LocalizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Vincent Perot Kai Kang Florian Luisier Guolong Su Xiaoyu Sun ... Zifeng Wang Jiaqi Mu Hao Zhang Chen-Yu Lee Nan Hua 193 51 0 19 Sep 2023
ICDAR 2023 Competition on Structured Text Extraction from Visually-Rich Document ImagesIEEE International Conference on Document Analysis and Recognition (ICDAR), 2023 Wenwen Yu Chengquan Zhang H. Cao Wei Hua Bohan Li ... Hao Fei Dimosthenis Karatzas Xingchao Sun Jingdong Wang Xiang Bai 174 18 0 05 Jun 2023
RE $^2$ : Region-Aware Relation Extraction from Visually Rich DocumentsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2023 Pritika Ramu Sijia Wang Lalla Mouatadid Joy Rimchala Lifu Huang 191 0 0 24 May 2023
Deep Unrestricted Document Image RectificationIEEE transactions on multimedia (IEEE TMM), 2023 Hao Feng Shaokai Liu Jiajun Deng Wen-gang Zhou Houqiang Li ViT 289 24 0 18 Apr 2023
PDFVQA: A New Dataset for Real-World VQA on PDF Documents Yihao Ding Siwen Luo Hyunsuk Chung S. Han 383 24 0 13 Apr 2023
HRDoc: Dataset and Baseline Method Toward Hierarchical Reconstruction of Document StructuresAAAI Conference on Artificial Intelligence (AAAI), 2023 Jiefeng Ma Jun Du Pengfei Hu Zhenrong Zhang Jianshu Zhang Huihui Zhu Cong Liu 192 18 0 24 Mar 2023
DocILE Benchmark for Document Information Localization and ExtractionIEEE International Conference on Document Analysis and Recognition (ICDAR), 2023 vStvepán vSimsa Milan vSulc Michal Uvrivcávr Yash J. Patel Ahmed Hamdi ... Matyávs Skalický Jivrí Matas Antoine Doucet Mickael Coustaty Dimosthenis Karatzas 177 48 0 11 Feb 2023