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

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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
One-shot Key Information Extraction from Document with Deep Partial Graph Matching Minghong Yao Zhiguang Liu Liangwei Wang Houqiang Li Liansheng Zhuang 150 5 0 26 Sep 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 94 77 0 14 Aug 2021
StrucTexT: Structured Text Understanding with Multi-Modal Transformers Yulin Li Yuxi Qian Yuchen Yu Xiameng Qin Chengquan Zhang Yan Liu Kun Yao Junyu Han Jingtuo Liu Errui Ding 183 124 0 06 Aug 2021
MatchVIE: Exploiting Match Relevancy between Entities for Visual Information Extraction Guozhi Tang Lele Xie Lianwen Jin Jiapeng Wang Jingdong Chen Zhen Xu Qianying Wang Yaqiang Wu Hui Li 122 31 0 24 Jun 2021
ROPE: Reading Order Equivariant Positional Encoding for Graph-based Document Information Extraction Chen-Yu Lee Chun-Liang Li Chu Wang Renshen Wang Yasuhisa Fujii Siyang Qin Ashok Popat Tomas Pfister 76 27 0 21 Jun 2021
Tag, Copy or Predict: A Unified Weakly-Supervised Learning Framework for Visual Information Extraction using Sequences Jiapeng Wang Tianwei Wang Guozhi Tang Lianwen Jin Weihong Ma Kai Ding Yichao Huang 116 12 0 20 Jun 2021
A Span Extraction Approach for Information Extraction on Visually-Rich Documents Tuan-Anh Dang Nguyen Hieu M. Vu Nguyen Hong Son Minh-Tien Nguyen 78 6 0 02 Jun 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 95 39 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 Leilei Gan 103 63 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 99 14 0 16 Apr 2021
Cost-effective End-to-end Information Extraction for Semi-structured Document Images Wonseok Hwang Hyunji Lee Jinyeong Yim Geewook Kim Minjoon Seo 3DV 203 26 0 16 Apr 2021
DeepCPCFG: Deep Learning and Context Free Grammars for End-to-End Information Extraction Freddy Chongtat Chua Nigel P. Duffy 113 7 0 10 Mar 2021
Towards Robust Visual Information Extraction in Real World: New Dataset and Novel SolutionAAAI Conference on Artificial Intelligence (AAAI), 2024 Jiapeng Wang Chongyu Liu Lianwen Jin Guozhi Tang Jiaxin Zhang Shuaitao Zhang Qianying Wang Y. Wu Mingxiang Cai 106 90 0 24 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 428 549 0 29 Dec 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 Leilei Gan SyDa 116 105 0 27 May 2020
Spatial Dependency Parsing for Semi-Structured Document Information Extraction Wonseok Hwang Jinyeong Yim Seunghyun Park Sohee Yang Minjoon Seo 190 99 0 01 May 2020
LAMBERT: Layout-Aware (Language) Modeling for information extraction Lukasz Garncarek Rafal Powalski Tomasz Stanislawek Bartosz Topolski Piotr Halama M. Turski Filip Graliñski 169 89 0 19 Feb 2020