Global Table Extractor (GTE): A Framework for Joint Table Identification and Cell Structure Recognition Using Visual Context

1 May 2020

Papers citing "Global Table Extractor (GTE): A Framework for Joint Table Identification and Cell Structure Recognition Using Visual Context"

37 / 87 papers shown

Title
Grab What You Need: Rethinking Complex Table Structure Recognition with Flexible Components Deliberation Hao Liu Xin Li Ming Gong Bin Liu Yunfei Wu Deqiang Jiang Yinsong Liu Xing Sun LMTD 37 5 0 16 Mar 2023
An End-to-End Multi-Task Learning Model for Image-based Table Recognition N. Ly Atsuhiro Takasu LMTD 11 14 0 15 Mar 2023
Rethinking Image-based Table Recognition Using Weakly Supervised Methods N. Ly Atsuhiro Takasu Phuc Nguyen Hideaki Takeda LMTD 21 14 0 14 Mar 2023
Improving Table Structure Recognition with Visual-Alignment Sequential Coordinate Modeling Yongshuai Huang Ning Lu Dapeng Chen Yibo Li Zecheng Xie Shenggao Zhu Liangcai Gao Wei Peng 32 26 0 13 Mar 2023
SEMv2: Table Separation Line Detection Based on Instance Segmentation Zhenrong Zhang Pengfei Hu Jie Ma Jun Du Jianshu Zhang Huihui Zhu Baocai Yin Bing Yin Cong Liu LMTD 30 12 0 08 Mar 2023
LORE: Logical Location Regression Network for Table Structure Recognition Hangdi Xing Feiyu Gao Rujiao Long Jiajun Bu Qi Zheng Liangcheng Li Cong Yao Zhi Yu LMTD 35 19 0 07 Mar 2023
Aligning benchmark datasets for table structure recognition B. Smock Rohith Pesala Robin Abraham LMTD 27 8 0 01 Mar 2023
DocILE Benchmark for Document Information Localization and Extraction vStvepán vSimsa Milan vSulc Michal Uvrivcávr Yash J. Patel Ahmed Hamdi ... Matyávs Skalický Jivrí Matas Antoine Doucet Mickael Coustaty Dimosthenis Karatzas 24 34 0 11 Feb 2023
DocILE 2023 Teaser: Document Information Localization and Extraction vStvepán vSimsa Milan vSulc Matyávs Skalický Yash J. Patel Ahmed Hamdi 31 2 0 29 Jan 2023
APOLLO: An Optimized Training Approach for Long-form Numerical Reasoning Jiashuo Sun Hang Zhang Chen Lin Nan Duan Yeyun Gong Jian Guo AIMat RALM 33 6 0 14 Dec 2022
Semantic Table Detection with LayoutLMv3 Ivan Silajev Niels Victor Phillip Mortimer 14 1 0 25 Nov 2022
Deep learning for table detection and structure recognition: A survey M. Kasem Abdelrahman Abdallah Alexander Berendeyev Ebrahem Elkady Mahmoud Abdalla Mohamed Mahmoud Mohamed Hamada D. Nurseitov I. Taj-Eddin LMTD 35 25 0 15 Nov 2022
PP-StructureV2: A Stronger Document Analysis System Chenxia Li Ruoyu Guo Jun Zhou Mengtao An Yuning Du Lingfeng Zhu Yi Liu Xiaoguang Hu Dianhai Yu 57 22 0 11 Oct 2022
TRUST: An Accurate and End-to-End Table structure Recognizer Using Splitting-based Transformers Zengyuan Guo Yuecheng Yu Pengyuan Lv Chengquan Zhang Haojie Li Zhihui Wang Kun Yao Jingtuo Liu Jingdong Wang LMTD ViT 40 12 0 31 Aug 2022
TSRFormer: Table Structure Recognition with Transformers Weihong Lin Zhengmao Sun Chixiang Ma Mingze Li Jiawei Wang Lei-huan Sun Qiang Huo ViT LMTD 34 34 0 09 Aug 2022
Business Document Information Extraction: Towards Practical Benchmarks Matyás Skalický Stepán Simsa Michal Uřičář Milan Šulc 30 9 0 20 Jun 2022
MultiHiertt: Numerical Reasoning over Multi Hierarchical Tabular and Textual Data Yilun Zhao Yunxiang Li Chenying Li Rui Zhang AIMat 39 97 0 03 Jun 2022
Delivering Document Conversion as a Cloud Service with High Throughput and Responsiveness Christoph Auer Michele Dolfi A. Carvalho Cesar Berrospi Ramis P. W. J. S. I. Research 27 9 0 01 Jun 2022
Robust Table Detection and Structure Recognition from Heterogeneous Document Images Chixiang Ma Weihong Lin Lei-huan Sun Qiang Huo LMTD 28 49 0 17 Mar 2022
Table Structure Recognition with Conditional Attention Bin Xiao Murat Simsek B. Kantarci Ala Abu Alkheir LMTD 22 9 0 08 Mar 2022
TableFormer: Table Structure Understanding with Transformers A. Nassar Nikolaos Livathinos Maksym Lysak Peter W. J. Staar LMTD ViT 11 73 0 02 Mar 2022
Table Pre-training: A Survey on Model Architectures, Pre-training Objectives, and Downstream Tasks Haoyu Dong Zhoujun Cheng Xinyi He Mengyuan Zhou Anda Zhou Fan Zhou Ao Liu Shi Han Dongmei Zhang LMTD 65 64 0 24 Jan 2022
TableParser: Automatic Table Parsing with Weak Supervision from Spreadsheets Susie Xi Rao Johannes Rausch P. Egger Ce Zhang LMTD 31 2 0 05 Jan 2022
Neural Collaborative Graph Machines for Table Structure Recognition Hao Liu Xin Li Bin Liu Deqiang Jiang Yinsong Liu Bo Ren LMTD 24 31 0 26 Nov 2021
Automated scholarly paper review: Concepts, technologies, and challenges Jialiang Lin Jiaxin Song Zhangping Zhou Yidong Chen X. Shi 26 12 0 15 Nov 2021
Visual Understanding of Complex Table Structures from Document Images S. Raja Ajoy Mondal Jawahar C V LMTD 24 22 0 13 Nov 2021
Synthetic Document Generator for Annotation-free Layout Recognition Natraj Raman Sameena Shah Manuela Veloso 42 10 0 11 Nov 2021
On Cropped versus Uncropped Training Sets in Tabular Structure Detection Yakup Akkaya Murat Simsek B. Kantarci Shahzad Khan LMTD 43 1 0 06 Oct 2021
PubTables-1M: Towards comprehensive table extraction from unstructured documents B. Smock Rohith Pesala Robin Abraham LMTD 27 97 0 30 Sep 2021
Parsing Table Structures in the Wild Rujiao Long Wen Wang Nan Xue Feiyu Gao Zhibo Yang Yongpan Wang Gui-Song Xia LMTD 28 49 0 06 Sep 2021
FinQA: A Dataset of Numerical Reasoning over Financial Data Zhiyu Chen Wenhu Chen Charese Smiley Sameena Shah Iana Borova ... Reema N Moussa Matthew I. Beane Ting-Hao 'Kenneth' Huang Bryan R. Routledge Wei Wang AIMat 36 295 0 01 Sep 2021
LGPMA: Complicated Table Structure Recognition with Local and Global Pyramid Mask Alignment Liang Qiao Zaisheng Li Zhanzhan Cheng Peng Zhang Shiliang Pu Yi Niu Wenqi Ren Wenming Tan Fei Wu 24 68 0 13 May 2021
TABBIE: Pretrained Representations of Tabular Data H. Iida Dung Ngoc Thai Varun Manjunatha Mohit Iyyer LMTD SSL VLM 25 170 0 06 May 2021
Retrieving Complex Tables with Multi-Granular Graph Representation Learning Fei Wang Kexuan Sun Muhao Chen Jay Pujara Pedro A. Szekely LMTD 15 44 0 04 May 2021
Current Status and Performance Analysis of Table Recognition in Document Images with Deep Neural Networks K. Hashmi Marcus Liwicki D. Stricker Muhammad Adnan Afzal Muhammad Ahtsham Afzal Muhammad Zeshan Afzal LMTD 40 48 0 29 Apr 2021
TableLab: An Interactive Table Extraction System with Adaptive Deep Learning N. Wang Doug Burdick Yunyao Li LMTD 33 8 0 16 Feb 2021
CORD-19: The COVID-19 Open Research Dataset Lucy Lu Wang Kyle Lo Yoganand Chandrasekhar Russell Reas Jiangjiang Yang ... Boya Xie Douglas A. Raymond Daniel S. Weld Oren Etzioni Sebastian Kohlmeier 45 802 0 22 Apr 2020