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PICK: Processing Key Information Extraction from Documents using Improved Graph Learning-Convolutional Networks

16 April 2020

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Papers citing "PICK: Processing Key Information Extraction from Documents using Improved Graph Learning-Convolutional Networks"

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Title
Seeing is Believing? Mitigating OCR Hallucinations in Multimodal Large Language Models Zhentao He C. Zhang Ziheng Wu Z. Chen Yufei Zhan Yifan Li Zhao Zhang Xian Wang Minghui Qiu MLLM 68 0 0 25 Jun 2025
A Survey on Vietnamese Document Analysis and Recognition: Challenges and Future Directions Anh Le Thanh Lam Dung Nguyen 171 0 0 05 Jun 2025
FS-DAG: Few Shot Domain Adapting Graph Networks for Visually Rich Document Understanding Amit Agarwal Srikant Panda Kulbhushan Pachauri 99 11 0 22 May 2025
OmniParser V2: Structured-Points-of-Thought for Unified Visual Text Parsing and Its Generality to Multimodal Large Language Models Wenwen Yu Zhibo Yang Jianqiang Wan Sibo Song J. Tang Wenqing Cheng Yunxing Liu Xiang Bai 176 9 0 22 Feb 2025
DAViD: Domain Adaptive Visually-Rich Document Understanding with Synthetic Insights Yihao Ding S. Han Zechuan Li Hyunsuk Chung 97 3 0 02 Oct 2024
GraphRevisedIE: Multimodal Information Extraction with Graph-Revised Network Panfeng Cao Jian Wu 88 12 0 02 Oct 2024
ViBERTgrid BiLSTM-CRF: Multimodal Key Information Extraction from Unstructured Financial Documents Furkan Pala Mehmet Yasin Akpınar Onur Deniz Gülşen Eryiğit 75 0 0 23 Sep 2024
ViRED: Prediction of Visual Relations in Engineering Drawings Chao Gu Ke Lin Yiyang Luo Jiahui Hou Xiang-Yang Li 99 1 0 02 Sep 2024
Arctic-TILT. Business Document Understanding at Sub-Billion Scale Łukasz Borchmann Michał Pietruszka Wojciech Ja'skowski Dawid Jurkiewicz Piotr Halama ... Gabriela Nowakowska Artur Zawłocki Łukasz Duhr Paweł Dyda Michał Turski VLM 115 2 0 08 Aug 2024
Deep Learning based Visually Rich Document Content Understanding: A Survey Muhammad Ali Jean Lee Salman Khan Eduard Hovy 208 11 0 02 Aug 2024
XFormParser: A Simple and Effective Multimodal Multilingual Semi-structured Form Parser Xianfu Cheng Hang Zhang Zhiqiang Wang Xiang Li Weixiao Zhou ... Fei Liu Wei Zhang Tao Sun Tongliang Li Zhoujun Li 141 3 0 27 May 2024
SmartFlow: Robotic Process Automation using LLMs Arushi Jain Shubham Paliwal Monika Sharma Lovekesh Vig Gautam M. Shroff 44 1 0 21 May 2024
HRVDA: High-Resolution Visual Document Assistant Chaohu Liu Kun Yin Haoyu Cao Xinghua Jiang Xin Li Yinsong Liu Deqiang Jiang Xing Sun Linli Xu VLM 159 27 0 10 Apr 2024
OmniParser: A Unified Framework for Text Spotting, Key Information Extraction and Table Recognition Jianqiang Wan Sibo Song Wenwen Yu Yuliang Liu Wenqing Cheng Fei Huang Xiang Bai Cong Yao Zhibo Yang 154 58 0 28 Mar 2024
Transformers and Language Models in Form Understanding: A Comprehensive Review of Scanned Document Analysis Abdelrahman Abdallah Daniel Eberharter Zoe Pfister Adam Jatowt 104 12 0 06 Mar 2024
DocGraphLM: Documental Graph Language Model for Information Extraction Dongsheng Wang Zhiqiang Ma Armineh Nourbakhsh Kang Gu Sameena Shah 108 8 0 05 Jan 2024
DONUT-hole: DONUT Sparsification by Harnessing Knowledge and Optimizing Learning Efficiency Azhar Shaikh Michael Cochez Denis Diachkov Michiel de Rijcke Sahar Yousefi 112 1 0 09 Nov 2023
Exploring OCR Capabilities of GPT-4V(ision) : A Quantitative and In-depth Evaluation Yongxin Shi Dezhi Peng Wenhui Liao Zening Lin Xinhong Chen Chongyu Liu Yuyi Zhang Lianwen Jin MLLM 193 48 0 25 Oct 2023
Enhancing Document Information Analysis with Multi-Task Pre-training: A Robust Approach for Information Extraction in Visually-Rich Documents Tofik Ali Partha Pratim Roy 107 0 0 25 Oct 2023
GenKIE: Robust Generative Multimodal Document Key Information Extraction Panfeng Cao Ye Wang Qiang Zhang Zaiqiao Meng SyDa 96 7 0 24 Oct 2023
DocTrack: A Visually-Rich Document Dataset Really Aligned with Human Eye Movement for Machine Reading Hao Wang Qingxuan Wang Yue Li Changqing Wang Chenhui Chu Rui Wang VGen 71 4 0 23 Oct 2023
Long-Range Transformer Architectures for Document Understanding Thibault Douzon S. Duffner Christophe Garcia Jérémy Espinas VLM 110 3 0 11 Sep 2023
Improving Information Extraction on Business Documents with Specific Pre-Training Tasks Thibault Douzon S. Duffner Christophe Garcia Jérémy Espinas 82 6 0 11 Sep 2023
Attention Where It Matters: Rethinking Visual Document Understanding with Selective Region Concentration H. Cao Changcun Bao Chaohu Liu Huang-wei Chen Kun Yin Hao Liu Yinsong Liu Deqiang Jiang Xing Sun 115 16 0 03 Sep 2023
DocTr: Document Transformer for Structured Information Extraction in Documents Haofu Liao Aruni RoyChowdhury Weijian Li Ankan Bansal Yuting Zhang Zhuowen Tu R. Satzoda R. Manmatha Vijay Mahadevan 96 16 0 16 Jul 2023
Transcending Traditional Boundaries: Leveraging Inter-Annotator Agreement (IAA) for Enhancing Data Management Operations (DMOps) Damrin Kim Namhyeok Kim Chanjun Park Harksoo Kim 67 1 0 26 Jun 2023
ICDAR 2023 Competition on Structured Text Extraction from Visually-Rich Document Images Wenwen Yu Chengquan Zhang H. Cao Wei Hua Bohan Li ... Hao Fei Dimosthenis Karatzas Xingchao Sun Jingdong Wang Xiang Bai 98 16 0 05 Jun 2023
Layout and Task Aware Instruction Prompt for Zero-shot Document Image Question Answering Wenjin Wang Yunhao Li Yixin Ou Yin Zhang VLM 187 28 0 01 Jun 2023
GVdoc: Graph-based Visual Document Classification Fnu Mohbat Mohammed J Zaki Catherine Finegan-Dollak Ashish Verma OOD 104 1 0 26 May 2023
RE $^2$ : Region-Aware Relation Extraction from Visually Rich Documents Pritika Ramu Sijia Wang Lalla Mouatadid Joy Rimchala Lifu Huang 119 0 0 24 May 2023
Detecting automatically the layout of clinical documents to enhance the performances of downstream natural language processing C. Gérardin Perceval Wajsburt Basile Dura Alice Calliger Alexandre Mouchet X. Tannier R. Bey 87 1 0 23 May 2023
Visual Information Extraction in the Wild: Practical Dataset and End-to-end Solution Jianfeng Kuang Wei Hua Dingkang Liang Mingkun Yang Deqiang Jiang Bo Ren Xiang Bai 147 51 0 12 May 2023
Doc2SoarGraph: Discrete Reasoning over Visually-Rich Table-Text Documents via Semantic-Oriented Hierarchical Graphs Fengbin Zhu Chao Wang Fuli Feng Zifeng Ren Moxin Li Tat-Seng Chua 88 5 0 03 May 2023
Information Redundancy and Biases in Public Document Information Extraction Benchmarks S. Laatiri Pirashanth Ratnamogan Joel Tang Laurent Lam William Vanhuffel Fabien Caspani 88 1 0 28 Apr 2023
Large Scale Genealogical Information Extraction From Handwritten Quebec Parish Records Solène Tarride Martin Maarand Mélodie Boillet James McGrath Eugénie Capel H. Vézina Christopher Kermorvant 92 12 0 27 Apr 2023
GeoLayoutLM: Geometric Pre-training for Visual Information Extraction Chuwei Luo Changxu Cheng Qi Zheng Cong Yao 141 52 0 21 Apr 2023
A Question-Answering Approach to Key Value Pair Extraction from Form-like Document Images Kai Hu Zhuoyuan Wu Zhuoyao Zhong Weihong Lin Lei-huan Sun Qiang Huo 126 12 0 17 Apr 2023
Key Information Extraction in Purchase Documents using Deep Learning and Rule-based Corrections R. Arroyo J. Yebes E. Martínez Hector Corrales Javier Lorenzo 93 1 0 07 Oct 2022
ERNIE-mmLayout: Multi-grained MultiModal Transformer for Document Understanding Wenjin Wang Zhengjie Huang Bin Luo Qianglong Chen Qiming Peng ... Weichong Yin Shi Feng Yu Sun Dianhai Yu Yin Zhang ViT 100 13 0 18 Sep 2022
Doc2Graph: a Task Agnostic Document Understanding Framework based on Graph Neural Networks Andrea Gemelli Sanket Biswas Enrico Civitelli Josep Lladós S. Marinai 111 19 0 23 Aug 2022
Information Extraction from Scanned Invoice Images using Text Analysis and Layout Features H. Ha Ales Horak 88 19 0 08 Aug 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 83 10 0 14 Jul 2022
GMN: Generative Multi-modal Network for Practical Document Information Extraction H. Cao Jiefeng Ma Antai Guo Yiqing Hu Hao Liu Deqiang Jiang Yinsong Liu Bo Ren 82 8 0 11 Jul 2022
Bi-VLDoc: Bidirectional Vision-Language Modeling for Visually-Rich Document Understanding Chuwei Luo Guozhi Tang Qi Zheng Cong Yao Lianwen Jin Chenliang Li Yang Xue Luo Si 166 18 0 27 Jun 2022
Business Document Information Extraction: Towards Practical Benchmarks Matyás Skalický Stepán Simsa Michal Uřičář Milan Šulc 91 10 0 20 Jun 2022
RDU: A Region-based Approach to Form-style Document Understanding Fengbin Zhu Chao Wang Wenqiang Lei Ziyang Liu Tat-Seng Chua 104 2 0 14 Jun 2022
FormNet: Structural Encoding beyond Sequential Modeling in Form Document Information Extraction Chen-Yu Lee Chun-Liang Li Timothy Dozat Vincent Perot Guolong Su Nan Hua Joshua Ainslie Renshen Wang Yasuhisa Fujii Tomas Pfister 134 81 0 16 Mar 2022
LiLT: A Simple yet Effective Language-Independent Layout Transformer for Structured Document Understanding Jiapeng Wang Lianwen Jin Kai Ding VLM 113 151 0 28 Feb 2022
Document AI: Benchmarks, Models and Applications Lei Cui Yiheng Xu Tengchao Lv Furu Wei VLM 129 79 0 16 Nov 2021
Entity Relation Extraction as Dependency Parsing in Visually Rich Documents Yue Zhang Bo Zhang Rui Wang Junjie Cao Chen Li Zuyi Bao 115 34 0 19 Oct 2021