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

31 December 2019

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

21 / 371 papers shown

Title
Co-Scale Conv-Attentional Image Transformers Weijian Xu Yifan Xu Tyler A. Chang Zhuowen Tu ViT 33 374 0 13 Apr 2021
Variational Transformer Networks for Layout Generation Diego Martin Arroyo Janis Postels F. Tombari ViT DRL 19 130 0 06 Apr 2021
LayoutParser: A Unified Toolkit for Deep Learning Based Document Image Analysis Zejiang Shen Ruochen Zhang Melissa Dell Benjamin Charles Germain Lee Jacob Carlson Weining Li 3DV 22 95 0 29 Mar 2021
DeepCPCFG: Deep Learning and Context Free Grammars for End-to-End Information Extraction Freddy Chongtat Chua Nigel P. Duffy 47 7 0 10 Mar 2021
Going Full-TILT Boogie on Document Understanding with Text-Image-Layout Transformer Rafal Powalski Łukasz Borchmann Dawid Jurkiewicz Tomasz Dwojak Michal Pietruszka Gabriela Pałka ViT 36 157 0 18 Feb 2021
Metaknowledge Extraction Based on Multi-Modal Documents Shukan Liu Ruilin Xu Boying Geng Qiao Sun Li Duan Yiming Liu 43 4 0 05 Feb 2021
VisualMRC: Machine Reading Comprehension on Document Images Ryota Tanaka Kyosuke Nishida Sen Yoshida 26 138 0 27 Jan 2021
Towards Robust Visual Information Extraction in Real World: New Dataset and Novel Solution Jiapeng Wang Chongyu Liu Lianwen Jin Guozhi Tang Jiaxin Zhang Shuaitao Zhang Qianying Wang Y. Wu Mingxiang Cai 28 82 0 24 Jan 2021
Understanding in Artificial Intelligence S. Maetschke D. M. Iraola Pieter Barnard Elaheh Shafieibavani Peter Zhong Ying Xu Antonio Jimeno Yepes ELM VLM 24 0 0 17 Jan 2021
LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding Yang Xu Yiheng Xu Tengchao Lv Lei Cui Furu Wei ... D. Florêncio Cha Zhang Wanxiang Che Min Zhang Lidong Zhou ViT MLLM 153 501 0 29 Dec 2020
A Survey of Deep Learning Approaches for OCR and Document Understanding Nishant Subramani Alexandre Matton Malcolm Greaves Adrian Lam 19 49 0 27 Nov 2020
DocStruct: A Multimodal Method to Extract Hierarchy Structure in Document for General Form Understanding Zilong Wang Mingjie Zhan Xuebo Liu Ding Liang 22 38 0 15 Oct 2020
VisualWordGrid: Information Extraction From Scanned Documents Using A Multimodal Approach Mohamed Kerroumi Othmane Sayem A. Shabou 27 21 0 05 Oct 2020
Towards a Multi-modal, Multi-task Learning based Pre-training Framework for Document Representation Learning Subhojeet Pramanik Shashank Mujumdar Hima Patel 21 31 0 30 Sep 2020
One-shot Text Field Labeling using Attention and Belief Propagation for Structure Information Extraction Mengli Cheng Minghui Qiu Xing Shi Jun Huang Wei Lin VLM 45 27 0 09 Sep 2020
TRIE: End-to-End Text Reading and Information Extraction for Document Understanding Peng Zhang Yunlu Xu Zhanzhan Cheng Shiliang Pu Jing Lu Liang Qiao Yi Niu Fei Wu SyDa 27 102 0 27 May 2020
Robust Layout-aware IE for Visually Rich Documents with Pre-trained Language Models Mengxi Wei Yifan He Qiong Zhang VLM 9 40 0 22 May 2020
Spatial Dependency Parsing for Semi-Structured Document Information Extraction Wonseok Hwang Jinyeong Yim Seunghyun Park Sohee Yang Minjoon Seo 39 94 0 01 May 2020
PICK: Processing Key Information Extraction from Documents using Improved Graph Learning-Convolutional Networks Wenwen Yu Ning Lu Xianbiao Qi Ping Gong Rong Xiao 14 134 0 16 Apr 2020
LAMBERT: Layout-Aware (Language) Modeling for information extraction Lukasz Garncarek Rafal Powalski Tomasz Stanislawek Bartosz Topolski Piotr Halama M. Turski Filip Graliñski 8 87 0 19 Feb 2020
FUNSD: A Dataset for Form Understanding in Noisy Scanned Documents Guillaume Jaume H. K. Ekenel Jean-Philippe Thiran 143 357 0 27 May 2019