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2103.10213
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ICDAR2019 Competition on Scanned Receipt OCR and Information Extraction
IEEE International Conference on Document Analysis and Recognition (ICDAR), 2019
18 March 2021
Zheng Huang
Kai Chen
Jianhua He
X. Bai
Dimosthenis Karatzas
Shijian Lu
C. V. Jawahar
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Papers citing
"ICDAR2019 Competition on Scanned Receipt OCR and Information Extraction"
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ICDAR 2023 Competition on Structured Text Extraction from Visually-Rich Document Images
IEEE 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
201
19
0
05 Jun 2023
LayoutMask: Enhance Text-Layout Interaction in Multi-modal Pre-training for Document Understanding
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Yi Tu
Ya Guo
Huan Chen
Jinyang Tang
209
22
0
30 May 2023
RE
2
^2
2
: Region-Aware Relation Extraction from Visually Rich Documents
North American Chapter of the Association for Computational Linguistics (NAACL), 2023
Pritika Ramu
Sijia Wang
Lalla Mouatadid
Joy Rimchala
Lifu Huang
219
0
0
24 May 2023
DiffUTE: Universal Text Editing Diffusion Model
Neural Information Processing Systems (NeurIPS), 2023
Haoxing Chen
Zhuoer Xu
Zhangxuan Gu
Jun Lan
Xing Zheng
Yaohui Li
Changhua Meng
Huijia Zhu
Weiqiang Wang
DiffM
328
46
0
18 May 2023
Visual Information Extraction in the Wild: Practical Dataset and End-to-end Solution
IEEE International Conference on Document Analysis and Recognition (ICDAR), 2023
Jianfeng Kuang
Wei Hua
Dingkang Liang
Mingkun Yang
Deqiang Jiang
Bo Ren
Xiang Bai
317
55
0
12 May 2023
FormNetV2: Multimodal Graph Contrastive Learning for Form Document Information Extraction
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Nils Loose
Chun-Liang Li
Hao Zhang
Timothy Dozat
Felix Mächtle
...
Shangbang Long
Siyang Qin
Yasuhisa Fujii
Nan Hua
T. Eisenbarth
SSL
226
21
0
04 May 2023
Information Redundancy and Biases in Public Document Information Extraction Benchmarks
IEEE International Conference on Document Analysis and Recognition (ICDAR), 2023
S. Laatiri
Pirashanth Ratnamogan
Joel Tang
Laurent Lam
William Vanhuffel
Fabien Caspani
145
3
0
28 Apr 2023
Information Extraction from Documents: Question Answering vs Token Classification in real-world setups
IEEE International Conference on Document Analysis and Recognition (ICDAR), 2023
Laurent Lam
Pirashanth Ratnamogan
Joel Tang
William Vanhuffel
Fabien Caspani
288
0
0
21 Apr 2023
A Question-Answering Approach to Key Value Pair Extraction from Form-like Document Images
AAAI Conference on Artificial Intelligence (AAAI), 2023
Kai Hu
Zhuoyuan Wu
Zhuoyao Zhong
Weihong Lin
Lei-huan Sun
Qiang Huo
212
14
0
17 Apr 2023
PDFVQA: A New Dataset for Real-World VQA on PDF Documents
Yihao Ding
Siwen Luo
Hyunsuk Chung
S. Han
414
26
0
13 Apr 2023
Efficient OCR for Building a Diverse Digital History
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Jacob Carlson
Tom Bryan
Melissa Dell
240
15
0
05 Apr 2023
Summary of ChatGPT-Related Research and Perspective Towards the Future of Large Language Models
Yi-Hsien Liu
Tianle Han
Siyuan Ma
Jia-Yu Zhang
Yuanyu Yang
...
Xiang Li
Ning Qiang
Dingang Shen
Tianming Liu
Bao Ge
ALM
ELM
AI4CE
LM&MA
LLMAG
326
674
0
04 Apr 2023
Modeling Entities as Semantic Points for Visual Information Extraction in the Wild
Computer Vision and Pattern Recognition (CVPR), 2023
Zhibo Yang
Rujiao Long
Pengfei Wang
Sibo Song
Humen Zhong
Wenqing Cheng
X. Bai
Cong Yao
193
28
0
23 Mar 2023
Automatic Detection and Rectification of Paper Receipts on Smartphones
Edward Whittaker
Masashi Tanaka
I. Kitagishi
52
0
0
10 Mar 2023
ICL-D3IE: In-Context Learning with Diverse Demonstrations Updating for Document Information Extraction
IEEE International Conference on Computer Vision (ICCV), 2023
Jiabang He
Lei Wang
Yingpeng Hu
Ning Liu
Hui-juan Liu
Xingdong Xu
Hengtao Shen
MLLM
280
56
0
09 Mar 2023
Entry Separation using a Mixed Visual and Textual Language Model: Application to 19th century French Trade Directories
Bertrand Duménieu
Edwin Carlinet
N. Abadie
Joseph Chazalon
164
1
0
17 Feb 2023
Multimodality Representation Learning: A Survey on Evolution, Pretraining and Its Applications
Muhammad Arslan Manzoor
S. Albarri
Ziting Xian
Zaiqiao Meng
Preslav Nakov
Shangsong Liang
AI4TS
342
53
0
01 Feb 2023
LoRaLay: A Multilingual and Multimodal Dataset for Long Range and Layout-Aware Summarization
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2023
Laura Nguyen
Thomas Scialom
Benjamin Piwowarski
Jacopo Staiano
190
14
0
26 Jan 2023
An Augmentation Strategy for Visually Rich Documents
Jing Xie
James Bradley Wendt
Yichao Zhou
Seth Ebner
Sandeep Tata
234
0
0
20 Dec 2022
Wukong-Reader: Multi-modal Pre-training for Fine-grained Visual Document Understanding
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Haoli Bai
Zhiguang Liu
Xiaojun Meng
Wentao Li
Shuangning Liu
...
Liangwei Wang
Lu Hou
Jiansheng Wei
Xin Jiang
Qun Liu
ViT
230
18
0
19 Dec 2022
VRDU: A Benchmark for Visually-rich Document Understanding
Knowledge Discovery and Data Mining (KDD), 2022
Zilong Wang
Yichao Zhou
Wei Wei
Chen-Yu Lee
Sandeep Tata
168
26
0
15 Nov 2022
DoSA : A System to Accelerate Annotations on Business Documents with Human-in-the-Loop
Neelesh K Shukla
Msp Raja
Raghu Katikeri
Amit Vaid
86
1
0
09 Nov 2022
ERNIE-Layout: Layout Knowledge Enhanced Pre-training for Visually-rich Document Understanding
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Qiming Peng
Yinxu Pan
Wenjin Wang
Bin Luo
Zhenyu Zhang
...
Shi Feng
Yu Sun
Hao Tian
Hua Wu
Haifeng Wang
197
101
0
12 Oct 2022
Key Information Extraction in Purchase Documents using Deep Learning and Rule-based Corrections
R. Arroyo
J. Yebes
E. Martínez
Hector Corrales
Javier Lorenzo
150
3
0
07 Oct 2022
ScreenQA: Large-Scale Question-Answer Pairs over Mobile App Screenshots
North American Chapter of the Association for Computational Linguistics (NAACL), 2022
Yu-Chung Hsiao
Fedir Zubach
Maria Wang
Jindong Chen
Victor Carbune
Jason Lin
Maria Wang
Yun Zhu
Jindong Chen
RALM
987
48
0
16 Sep 2022
Doc2Graph: a Task Agnostic Document Understanding Framework based on Graph Neural Networks
Andrea Gemelli
Sanket Biswas
Enrico Civitelli
Josep Lladós
S. Marinai
161
22
0
23 Aug 2022
Towards Complex Document Understanding By Discrete Reasoning
ACM Multimedia (ACM MM), 2022
Fengbin Zhu
Wenqiang Lei
Fuli Feng
Chao Wang
Haozhou Zhang
Tat-Seng Chua
343
83
0
25 Jul 2022
TRIE++: Towards End-to-End Information Extraction from Visually Rich Documents
Zhanzhan Cheng
Peng Zhang
Can Li
Qiao Liang
Yunlu Xu
Pengfei Li
Shiliang Pu
Yi Niu
Fei Wu
131
14
0
14 Jul 2022
Layout-Aware Information Extraction for Document-Grounded Dialogue: Dataset, Method and Demonstration
ACM Multimedia (ACM MM), 2022
Zhenyu Zhang
Yu Bowen
Haiyang Yu
Tingwen Liu
Cheng Fu
Jingyang Li
Chengguang Tang
Jian Sun
Yongbin Li
255
5
0
14 Jul 2022
GMN: Generative Multi-modal Network for Practical Document Information Extraction
North American Chapter of the Association for Computational Linguistics (NAACL), 2022
H. Cao
Jiefeng Ma
Antai Guo
Yiqing Hu
Hao Liu
Deqiang Jiang
Yinsong Liu
Bo Ren
130
9
0
11 Jul 2022
BusiNet -- a Light and Fast Text Detection Network for Business Documents
O. Naparstek
Ophir Azulai
Daniel Rotman
Yevgeny Burshtein
Peter W. J. Staar
Udi Barzelay
153
2
0
04 Jul 2022
Business Document Information Extraction: Towards Practical Benchmarks
Conference and Labs of the Evaluation Forum (CLEF), 2022
Matyás Skalický
Stepán Simsa
Michal Uřičář
Milan Šulc
191
12
0
20 Jun 2022
Test-Time Adaptation for Visual Document Understanding
Sayna Ebrahimi
Sercan O. Arik
Tomas Pfister
OOD
229
6
0
15 Jun 2022
RDU: A Region-based Approach to Form-style Document Understanding
Fengbin Zhu
Chao Wang
Wenqiang Lei
Ziyang Liu
Tat-Seng Chua
161
2
0
14 Jun 2022
PP-OCRv3: More Attempts for the Improvement of Ultra Lightweight OCR System
Chenxia Li
Weiwei Liu
Ruoyu Guo
Xiaoyue Yin
Kaitao Jiang
...
Lingfeng Zhu
Baohua Lai
Xiaoguang Hu
Dianhai Yu
Yanjun Ma
421
162
0
07 Jun 2022
HYCEDIS: HYbrid Confidence Engine for Deep Document Intelligence System
International Conference on Neural Information Processing (ICONIP), 2022
Bao-Sinh Nguyen
Q. Tran
Tuan-Anh Dang Nguyen
D. Nguyen
H. Le
154
1
0
01 Jun 2022
Detection Masking for Improved OCR on Noisy Documents
Daniel Rotman
Ophir Azulai
Inbar Shapira
Yevgeny Burshtein
Udi Barzelay
183
5
0
17 May 2022
Multimodal Pre-training Based on Graph Attention Network for Document Understanding
IEEE transactions on multimedia (IEEE TMM), 2022
Zhenrong Zhang
Jiefeng Ma
Jun Du
Licheng Wang
Jianshu Zhang
210
48
0
25 Mar 2022
FormNet: Structural Encoding beyond Sequential Modeling in Form Document Information Extraction
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Chen-Yu Lee
Chun-Liang Li
Timothy Dozat
Vincent Perot
Guolong Su
Nan Hua
Joshua Ainslie
Renshen Wang
Yasuhisa Fujii
Tomas Pfister
209
88
0
16 Mar 2022
DocSegTr: An Instance-Level End-to-End Document Image Segmentation Transformer
Sanket Biswas
Ayan Banerjee
Josep Lladós
Umapada Pal
ViT
326
30
0
27 Jan 2022
OCR-free Document Understanding Transformer
Geewook Kim
Teakgyu Hong
Moonbin Yim
Jeongyeon Nam
Jinyoung Park
Jinyeong Yim
Wonseok Hwang
Sangdoo Yun
Dongyoon Han
Seunghyun Park
ViT
570
274
0
30 Nov 2021
Document AI: Benchmarks, Models and Applications
Lei Cui
Yiheng Xu
Tengchao Lv
Furu Wei
VLM
246
93
0
16 Nov 2021
Information Extraction from Visually Rich Documents with Font Style Embeddings
Ismail Oussaid
William Vanhuffel
Pirashanth Ratnamogan
Mhamed Hajaiej
Alexis Mathey
Thomas Gilles
165
3
0
07 Nov 2021
Entity Relation Extraction as Dependency Parsing in Visually Rich Documents
Yue Zhang
Bo Zhang
Rui Wang
Junjie Cao
Chen Li
Zuyi Bao
187
37
0
19 Oct 2021
MarkupLM: Pre-training of Text and Markup Language for Visually-rich Document Understanding
Junlong Li
Yiheng Xu
Lei Cui
Furu Wei
VLM
3DGS
270
67
0
16 Oct 2021
Robustness Evaluation of Transformer-based Form Field Extractors via Form Attacks
IEEE International Conference on Document Analysis and Recognition (ICDAR), 2021
Le Xue
M. Gao
Zeyuan Chen
Caiming Xiong
Ran Xu
199
5
0
08 Oct 2021
Deep learning-based NLP Data Pipeline for EHR Scanned Document Information Extraction
Enshuo Hsu
I. Malagaris
Y. Kuo
Rizwana Sultana
Kirk Roberts
65
38
0
14 Sep 2021
PP-OCRv2: Bag of Tricks for Ultra Lightweight OCR System
Yuning Du
Chenxia Li
Ruoyu Guo
Cheng Cui
Weiwei Liu
...
Yehua Yang
Qiwen Liu
Xiaoguang Hu
Dianhai Yu
Yanjun Ma
232
80
0
07 Sep 2021
BROS: A Pre-trained Language Model Focusing on Text and Layout for Better Key Information Extraction from Documents
AAAI Conference on Artificial Intelligence (AAAI), 2021
Teakgyu Hong
Donghyun Kim
Mingi Ji
Wonseok Hwang
Daehyun Nam
Sungrae Park
VLM
460
180
0
10 Aug 2021
StrucTexT: Structured Text Understanding with Multi-Modal Transformers
ACM Multimedia (ACM MM), 2021
Yulin Li
Yuxi Qian
Yuchen Yu
Xiameng Qin
Chengquan Zhang
Yan Liu
Kun Yao
Junyu Han
Jingtuo Liu
Errui Ding
303
139
0
06 Aug 2021
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