Optimized Table Tokenization for Table Structure Recognition

Optimized Table Tokenization for Table Structure Recognition

5 May 2023

Nikolaos Livathinos

Peter W. J. Staar

Papers citing "Optimized Table Tokenization for Table Structure Recognition"

18 / 18 papers shown

Title
SPRINT: Script-agnostic Structure Recognition in Tables Dhruv Kudale Badri Vishal Kasuba Venkatapathy Subramanian P. Chaudhuri Ganesh Ramakrishnan LMTD 117 1 0 15 Mar 2025
Granite Vision: a lightweight, open-source multimodal model for enterprise Intelligence Granite Vision Team Leonid Karlinsky Assaf Arbelle Abraham Daniels A. Nassar ... Sriram Raghavan Tanveer Syeda-Mahmood Peter W. J. Staar Tal Drory Rogerio Feris VLM AI4TS 159 2 0 14 Feb 2025
TFLOP: Table Structure Recognition Framework with Layout Pointer Mechanism Minsoo Khang Teakgyu Hong LMTD 136 1 0 21 Jan 2025
Tables to LaTeX: structure and content extraction from scientific tables Pratik Kayal Mrinal Anand Harsh Desai Mayank Singh LMTD 62 12 0 31 Oct 2022
DocLayNet: A Large Human-Annotated Dataset for Document-Layout Analysis B. Pfitzmann Christoph Auer Michele Dolfi A. Nassar Peter W. J. Staar 54 87 0 02 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 64 10 0 01 Jun 2022
TableFormer: Table Structure Understanding with Transformers A. Nassar Nikolaos Livathinos Maksym Lysak Peter W. J. Staar LMTD ViT 53 76 0 02 Mar 2022
PubTables-1M: Towards comprehensive table extraction from unstructured documents B. Smock Rohith Pesala Robin Abraham LMTD 88 100 0 30 Sep 2021
Split, embed and merge: An accurate table structure recognizer Zhenrong Zhang Jianshu Zhang Jun Du LMTD 119 60 0 12 Jul 2021
TGRNet: A Table Graph Reconstruction Network for Table Structure Recognition Wenyuan Xue Baosheng Yu Wen Wang Dacheng Tao Qingyong Li LMTD 57 42 0 20 Jun 2021
PingAn-VCGroup's Solution for ICDAR 2021 Competition on Scientific Literature Parsing Task B: Table Recognition to HTML Jiaquan Ye Xianbiao Qi Yelin He Yihao Chen Dengyi Gu Peng Gao Rong Xiao LMTD 49 50 0 05 May 2021
Robust PDF Document Conversion Using Recurrent Neural Networks Nikolaos Livathinos Cesar Berrospi Maksym Lysak Viktor Kuropiatnyk Ahmed Nassar A. Carvalho Michele Dolfi Christoph Auer K. Dinkla Peter W. J. Staar 42 23 0 18 Feb 2021
Global Table Extractor (GTE): A Framework for Joint Table Identification and Cell Structure Recognition Using Visual Context Xinyi Zheng Doug Burdick Lucian Popa Xu Zhong N. Wang LMTD 62 149 0 01 May 2020
CascadeTabNet: An approach for end to end table detection and structure recognition from image-based documents D. Prasad Ayan Gadpal Kshitij Kapadni Manish Visave Kavita A. Sultanpure LMTD 48 168 0 27 Apr 2020
Image-based table recognition: data, model, and evaluation Xu Zhong Elaheh Shafieibavani Antonio Jimeno Yepes LMTD 67 218 0 25 Nov 2019
PubLayNet: largest dataset ever for document layout analysis Xu Zhong Jianbin Tang Antonio Jimeno Yepes 43 457 0 16 Aug 2019
Complicated Table Structure Recognition Zewen Chi Heyan Huang Heng-Da Xu Houjin Yu Wanxuan Yin Xian-Ling Mao LMTD 46 110 0 13 Aug 2019
Corpus Conversion Service: A machine learning platform to ingest documents at scale [Poster abstract] Peter W. J. Staar Michele Dolfi Christoph Auer C. Bekas MedIm 54 52 0 15 May 2018