v1v2 (latest)

XYLayoutLM: Towards Layout-Aware Multimodal Networks For Visually-Rich Document Understanding

14 March 2022

Papers citing "XYLayoutLM: Towards Layout-Aware Multimodal Networks For Visually-Rich Document Understanding"

24 / 24 papers shown

Title
An agentic system with reinforcement-learned subsystem improvements for parsing form-like documents Ayesha Amjad Saurav Sthapit Tahir Qasim Syed 60 0 0 16 May 2025
DocMamba: Efficient Document Pre-training with State Space Model Pengfei Hu Zhenrong Zhang Jiefeng Ma Shuhang Liu Jun Du Jianshu Zhang Mamba 75 1 0 18 Sep 2024
LayoutReader: Pre-training of Text and Layout for Reading Order Detection Zilong Wang Yiheng Xu Lei Cui Jingbo Shang Furu Wei 71 76 0 26 Aug 2021
BROS: A Pre-trained Language Model Focusing on Text and Layout for Better Key Information Extraction from Documents Teakgyu Hong Donghyun Kim Mingi Ji Wonseok Hwang Daehyun Nam Sungrae Park VLM 82 154 0 10 Aug 2021
DocFormer: End-to-End Transformer for Document Understanding Srikar Appalaraju Bhavan A. Jasani Bhargava Urala Kota Yusheng Xie R. Manmatha ViT 96 280 0 22 Jun 2021
SelfDoc: Self-Supervised Document Representation Learning Peizhao Li Jiuxiang Gu Jason Kuen Vlad I. Morariu Handong Zhao R. Jain Varun Manjunatha Hongfu Liu ViT SSL 82 162 0 07 Jun 2021
StructuralLM: Structural Pre-training for Form Understanding Chenliang Li Bin Bi Ming Yan Wei Wang Songfang Huang Fei Huang Luo Si LMTD AI4CE 98 134 0 24 May 2021
LayoutXLM: Multimodal Pre-training for Multilingual Visually-rich Document Understanding Yiheng Xu Tengchao Lv Lei Cui Guoxin Wang Yijuan Lu D. Florêncio Cha Zhang Furu Wei MLLM VLM 83 130 0 18 Apr 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 467 21,603 0 25 Mar 2021
Conditional Positional Encodings for Vision Transformers Xiangxiang Chu Zhi Tian Bo Zhang Xinlong Wang Chunhua Shen ViT 97 622 0 22 Feb 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 192 516 0 29 Dec 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 682 41,483 0 22 Oct 2020
LAMBERT: Layout-Aware (Language) Modeling for information extraction Lukasz Garncarek Rafal Powalski Tomasz Stanislawek Bartosz Topolski Piotr Halama M. Turski Filip Graliñski 68 88 0 19 Feb 2020
LayoutLM: Pre-training of Text and Layout for Document Image Understanding Yiheng Xu Minghao Li Lei Cui Shaohan Huang Furu Wei Ming Zhou 137 712 0 31 Dec 2019
Unsupervised Cross-lingual Representation Learning at Scale Alexis Conneau Kartikay Khandelwal Naman Goyal Vishrav Chaudhary Guillaume Wenzek Francisco Guzmán Edouard Grave Myle Ott Luke Zettlemoyer Veselin Stoyanov 228 6,593 0 05 Nov 2019
PubLayNet: largest dataset ever for document layout analysis Xu Zhong Jianbin Tang Antonio Jimeno Yepes 52 461 0 16 Aug 2019
Deep Modular Co-Attention Networks for Visual Question Answering Zhou Yu Jun Yu Yuhao Cui Dacheng Tao Q. Tian 89 808 0 25 Jun 2019
FUNSD: A Dataset for Form Understanding in Noisy Scanned Documents Guillaume Jaume H. K. Ekenel Jean-Philippe Thiran 170 372 0 27 May 2019
Graph Convolution for Multimodal Information Extraction from Visually Rich Documents Xiaojing Liu Feiyu Gao Qiong Zhang Huasha Zhao 72 183 0 27 Mar 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,229 0 11 Oct 2018
Chargrid: Towards Understanding 2D Documents Anoop R. Katti C. Reisswig Cordula Guder Sebastian Brarda S. Bickel Johannes Höhne Jean Baptiste Faddoul 73 195 0 24 Sep 2018
Self-Attention with Relative Position Representations Peter Shaw Jakob Uszkoreit Ashish Vaswani 182 2,299 0 06 Mar 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 803 132,454 0 12 Jun 2017
Multi-Scale Context Aggregation by Dilated Convolutions Feng Yu V. Koltun SSeg 271 8,459 0 23 Nov 2015