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

16 April 2020

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

20 / 20 papers shown

Title
GraphRevisedIE: Multimodal Information Extraction with Graph-Revised Network Panfeng Cao Jian Wu 28 9 0 02 Oct 2024
DocGraphLM: Documental Graph Language Model for Information Extraction Dongsheng Wang Zhiqiang Ma Armineh Nourbakhsh Kang Gu Sameena Shah 36 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 25 0 0 09 Nov 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 27 39 0 12 May 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 26 10 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 33 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 30 11 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 18 15 0 23 Aug 2022
Information Extraction from Scanned Invoice Images using Text Analysis and Layout Features H. Ha Ales Horak 23 14 0 08 Aug 2022
LiLT: A Simple yet Effective Language-Independent Layout Transformer for Structured Document Understanding Jiapeng Wang Lianwen Jin Kai Ding VLM 30 138 0 28 Feb 2022
Document AI: Benchmarks, Models and Applications Lei Cui Yiheng Xu Tengchao Lv Furu Wei VLM 24 69 0 16 Nov 2021
Entity Relation Extraction as Dependency Parsing in Visually Rich Documents Yue Zhang Bo-Wen Zhang Rui Wang Junjie Cao Chen Li Zuyi Bao 40 32 0 19 Oct 2021
MMOCR: A Comprehensive Toolbox for Text Detection, Recognition and Understanding Zhanghui Kuang Hongbin Sun Zhizhong Li Xiaoyu Yue T. Lin ... Tong Gao Wenwei Zhang Kai-xiang Chen Wayne Zhang Dahua Lin VLM 23 71 0 14 Aug 2021
ViBERTgrid: A Jointly Trained Multi-Modal 2D Document Representation for Key Information Extraction from Documents Weihong Lin Qifang Gao Lei-huan Sun Zhuoyao Zhong Kaiqin Hu Qin Ren Qiang Huo 31 37 0 25 May 2021
VSR: A Unified Framework for Document Layout Analysis combining Vision, Semantics and Relations Peng Zhang Can Li Liang Qiao Zhanzhan Cheng Shiliang Pu Yi Niu Fei Wu 28 57 0 13 May 2021
LAMPRET: Layout-Aware Multimodal PreTraining for Document Understanding Te-Lin Wu Cheng-rong Li Mingyang Zhang Tao Chen Spurthi Amba Hombaiah Michael Bendersky 21 14 0 16 Apr 2021
DeepCPCFG: Deep Learning and Context Free Grammars for End-to-End Information Extraction Freddy Chongtat Chua Nigel P. Duffy 45 7 0 10 Mar 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
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
Geometric deep learning on graphs and manifolds using mixture model CNNs Federico Monti Davide Boscaini Jonathan Masci Emanuele Rodolà Jan Svoboda M. Bronstein GNN 251 1,811 0 25 Nov 2016