Tag, Copy or Predict: A Unified Weakly-Supervised Learning Framework for Visual Information Extraction using Sequences

20 June 2021

Lianwen Jin

Papers citing "Tag, Copy or Predict: A Unified Weakly-Supervised Learning Framework for Visual Information Extraction using Sequences"

21 / 21 papers shown

Title
ICDAR2019 Competition on Scanned Receipt OCR and Information Extraction Zheng Huang Kai Chen Jianhua He X. Bai Dimosthenis Karatzas Shijian Lu C. V. Jawahar 52 315 0 18 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 80 84 0 24 Jan 2021
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 62 102 0 27 May 2020
Revisiting Pre-Trained Models for Chinese Natural Language Processing Yiming Cui Wanxiang Che Ting Liu Bing Qin Shijin Wang Guoping Hu 82 698 0 29 Apr 2020
PICK: Processing Key Information Extraction from Documents using Improved Graph Learning-Convolutional Networks Wenwen Yu Ning Lu Xianbiao Qi Ping Gong Rong Xiao 56 137 0 16 Apr 2020
LayoutLM: Pre-training of Text and Layout for Document Image Understanding Yiheng Xu Minghao Li Lei Cui Shaohan Huang Furu Wei Ming Zhou 133 703 0 31 Dec 2019
EATEN: Entity-aware Attention for Single Shot Visual Text Extraction He Guo Xiameng Qin Jiaming Liu Junyu Han Jingtuo Liu Errui Ding 53 46 0 20 Sep 2019
Omnidirectional Scene Text Detection with Sequential-free Box Discretization Yuliang Liu Sheng Zhang Lianwen Jin Lele Xie Y. Wu Zhepeng Wang 52 91 0 06 Jun 2019
Graph Convolution for Multimodal Information Extraction from Visually Rich Documents Xiaojing Liu Feiyu Gao Qiong Zhang Huasha Zhao 63 183 0 27 Mar 2019
GraphIE: A Graph-Based Framework for Information Extraction Yujie Qian Enrico Santus Zhijing Jin Jiang Guo Regina Barzilay GNN 66 113 0 31 Oct 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 94,891 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 56 195 0 24 Sep 2018
An Intriguing Failing of Convolutional Neural Networks and the CoordConv Solution Rosanne Liu Joel Lehman Piero Molino F. Such Eric Frank Alexander Sergeev J. Yosinski 75 893 0 09 Jul 2018
Get To The Point: Summarization with Pointer-Generator Networks A. See Peter J. Liu Christopher D. Manning 3DPC 298 4,019 0 14 Apr 2017
Neural Architectures for Named Entity Recognition Guillaume Lample Miguel Ballesteros Sandeep Subramanian Kazuya Kawakami Chris Dyer 221 4,015 0 04 Mar 2016
End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF Xuezhe Ma Eduard H. Hovy 92 2,654 0 04 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,020 0 10 Dec 2015
An End-to-End Trainable Neural Network for Image-based Sequence Recognition and Its Application to Scene Text Recognition Baoguang Shi X. Bai Cong Yao VLM 207 2,487 0 21 Jul 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 77,196 0 18 May 2015
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 558 27,311 0 01 Sep 2014
ADADELTA: An Adaptive Learning Rate Method Matthew D. Zeiler ODL 155 6,625 0 22 Dec 2012