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TableFormer: Table Structure Understanding with Transformers

Computer Vision and Pattern Recognition (CVPR), 2022

2 March 2022

Papers citing "TableFormer: Table Structure Understanding with Transformers"

50 / 62 papers shown

Title
NVIDIA Nemotron Parse 1.1 Kateryna Chumachenko Amala Sanjay Deshmukh Jarno Seppänen Ilia Karmanov Chia-Chih Chen ... Sandip Bhaskar Timo Roman Karan Sapra Andrew Tao Bryan Catanzaro 246 0 0 25 Nov 2025
NVIDIA Nemotron Nano V2 VL Nvidia Amala Sanjay Deshmukh Kateryna Chumachenko Tuomas Rintamaki Matthieu Le ... Krzysztof Pawelec Michael Evans Katherine Luna Jie Lou Erick Galinkin VLM 232 1 0 06 Nov 2025
Table2LaTeX-RL: High-Fidelity LaTeX Code Generation from Table Images via Reinforced Multimodal Language Models Jun Ling Yao Qi Tao Huang Shibo Zhou Y. Huang ... Ziqi Song Ying Zhou Yang Yang H. Shen Liang Luo LMTD 92 0 0 22 Sep 2025
Advanced Layout Analysis Models for Docling Nikolaos Livathinos Christoph Auer Ahmed Nassar Rafael Teixeira de Lima Maksym Lysak ... Ingmar Meijer Viktor Kuropiatnyk Tim Strohmeyer A. Said Gurbuz Peter W. J. Staar 3DV 105 0 0 15 Sep 2025
Summarize-Exemplify-Reflect: Data-driven Insight Distillation Empowers LLMs for Few-shot Tabular Classification Yifei Yuan Jiatong Li Weijia Zhang Mohammad Aliannejadi Evangelos Kanoulas Renjun Hu LMTD 92 0 0 29 Aug 2025
From Surface to Semantics: Semantic Structure Parsing for Table-Centric Document Analysis Xuan Li Jialiang Dong Raymond Wong LMTD 91 0 0 14 Aug 2025
Scout: Leveraging Large Language Models for Rapid Digital Evidence Discovery Shariq Murtuza 113 0 0 24 Jul 2025
MTabVQA: Evaluating Multi-Tabular Reasoning of Language Models in Visual Space Anshul Singh Chris Biemann Jan Strich LMTD LRM 139 3 0 13 Jun 2025
TABLET: Table Structure Recognition using Encoder-only TransformersIEEE International Conference on Document Analysis and Recognition (ICDAR), 2025 Qiyu Hou Jun Wang ViT LMTD 104 0 0 08 Jun 2025
Multimodal Tabular Reasoning with Privileged Structured Information Jun-Peng Jiang Yu Xia Hai-Long Sun Shiyin Lu Qing-Guo Chen Weihua Luo Kaifu Zhang De-Chuan Zhan Han-Jia Ye LMTD LRM 213 4 0 04 Jun 2025
Adaptive Markup Language Generation for Contextually-Grounded Visual Document UnderstandingComputer Vision and Pattern Recognition (CVPR), 2025 Han Xiao Yina Xie Guanxin Tan Yinghao Chen R. Hu ... Shiyang Feng Yafei Wen Xiaoxin Chen Shuai Ren Hongsheng Li VLM 179 3 0 08 May 2025
TableCenterNet: A one-stage network for table structure recognition Anyi Xiao Cihui Yang LMTD 246 0 0 24 Apr 2025
Representation Learning for Tabular Data: A Comprehensive Survey Jun-Peng Jiang Si-Yang Liu Hao-Run Cai Qile Zhou Han-Jia Ye LMTD 297 15 0 17 Apr 2025
Title block detection and information extraction for enhanced building drawings search Alessio Lombardi Li Duan Ahmed Elnagar Ahmed Zaalouk Khalid Ismail Edlira Vakaj 166 0 0 11 Apr 2025
SPRINT: Script-agnostic Structure Recognition in TablesIEEE International Conference on Document Analysis and Recognition (ICDAR), 2025 Dhruv Kudale Badri Vishal Kasuba Venkatapathy Subramanian P. Chaudhuri Ganesh Ramakrishnan LMTD 258 2 0 15 Mar 2025
OmniParser V2: Structured-Points-of-Thought for Unified Visual Text Parsing and Its Generality to Multimodal Large Language Models Wenwen Yu Zhibo Yang Jianqiang Wan Sibo Song J. Tang Wenqing Cheng Yunxing Liu Xiang Bai 279 12 0 22 Feb 2025
KITAB-Bench: A Comprehensive Multi-Domain Benchmark for Arabic OCR and Document UnderstandingAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Ahmed Heakl Abdullah Sohail Mukul Ranjan Rania Hossam Ghazi Ahmed Mohamed El-Geish Omar Maher Zhiqiang Shen Fahad A Khan Salman Khan VLM 202 7 0 20 Feb 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 382 11 0 14 Feb 2025
$\Éclair -- Extracting Content and Layout with Integrated Reading Order for Documents$ \Éclair -- Extracting Content and Layout with Integrated Reading Order for Documents Ilia Karmanov A. Deshmukh Lukas Voegtle Philipp Fischer Kateryna Chumachenko ... Jarno Seppänen Jupinder Parmar Pritam Gundecha Andrew Tao Karan Sapra 247 3 0 06 Feb 2025
TFLOP: Table Structure Recognition Framework with Layout Pointer MechanismInternational Joint Conference on Artificial Intelligence (IJCAI), 2024 Minsoo Khang Teakgyu Hong LMTD 226 5 0 21 Jan 2025
The Design of an LLM-powered Unstructured Analytics System Eric Anderson Jonathan Fritz Austin Lee Bohou Li Mark Lindblad ... Mehul A. Shah Benjamin Sowell Dan Tecuci Vinayak Thapliyal Matt Welsh 256 28 0 31 Dec 2024
Enhancing Table Recognition with Vision LLMs: A Benchmark and Neighbor-Guided Toolchain ReasonerInternational Joint Conference on Artificial Intelligence (IJCAI), 2024 Yitong Zhou Mingyue Cheng Qingyang Mao Qi Liu F. Xu LMTD 326 3 0 30 Dec 2024
UniTabNet: Bridging Vision and Language Models for Enhanced Table Structure RecognitionConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Zhenrong Zhang Shuhang Liu Pengfei Hu Jiefeng Ma Jun Du Jianshu Zhang Yu Hu LMTD 206 4 0 20 Sep 2024
Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications J. Huang Dong Li Mengxi Xiao Zihao Jiang Yuzhe Yang ... Benyou Wang Alejandro Lopez-Lira Qianqian Xie Sophia Ananiadou Junichi Tsujii AIFin AI4TS 229 36 0 20 Aug 2024
Docling Technical Report Christoph Auer Maksym Lysak Ahmed Nassar Michele Dolfi Nikolaos Livathinos ... Valéry Weber Lucas Morin Ingmar Meijer Viktor Kuropiatnyk Peter W. J. Staar LMTD 157 16 0 19 Aug 2024
Latent Diffusion for Guided Document Table GenerationIEEE International Conference on Document Analysis and Recognition (ICDAR), 2024 Syed Jawwad Haider Hamdani S. Saifullah S. Agne Andreas Dengel Sheraz Ahmed 146 2 0 19 Aug 2024
Scaling Automatic Extraction of Pseudocode Levent Toksoz Gang Tan C. L. Giles 180 0 0 07 Jun 2024
Vision Language Models for Spreadsheet Understanding: Challenges and Opportunities Shiyu Xia Junyu Xiong Haoyu Dong Jianbo Zhao Yuzhang Tian Mengyu Zhou Yeye He Shi Han Dongmei Zhang VLM CoGe LMTD 139 4 0 25 May 2024
SEMv3: A Fast and Robust Approach to Table Separation Line Detection Chunxia Qin Zhenrong Zhang Pengfei Hu Chenyu Liu Jie Ma Jun Du LMTD 200 8 0 20 May 2024
End-to-End Semi-Supervised approach with Modulated Object Queries for Table Detection in Documents Iqraa Ehsan Tahira Shehzadi Didier Stricker Muhammad Zeshan Afzal LMTD 138 8 0 08 May 2024
TableVQA-Bench: A Visual Question Answering Benchmark on Multiple Table Domains Yoonsik Kim Moonbin Yim Ka Yeon Song LMTD 272 40 0 30 Apr 2024
Multi-Cell Decoder and Mutual Learning for Table Structure and Character Recognition T. Kawakatsu LMTD 144 6 0 20 Apr 2024
Synthesizing Realistic Data for Table Recognition Qiyu Hou Jun Wang Meixuan Qiao Lujun Tian LMTD 167 2 0 17 Apr 2024
TC-OCR: TableCraft OCR for Efficient Detection & Recognition of Table Structure & Content Avinash Anand Raj Jaiswal Pijush Bhuyan Mohit Gupta Siddhesh Bangar Md. Modassir Imam R. Shah Shiníchi Satoh LMTD 254 6 0 16 Apr 2024
OmniParser: A Unified Framework for Text Spotting, Key Information Extraction and Table Recognition Jianqiang Wan Sibo Song Wenwen Yu Yuliang Liu Wenqing Cheng Fei Huang Xiang Bai Cong Yao Zhibo Yang 207 70 0 28 Mar 2024
UniTable: Towards a Unified Framework for Table Recognition via Self-Supervised Pretraining Sheng-Hsuan Peng Aishwarya Chakravarthy Seongmin Lee Xiaojing Wang Rajarajeswari Balasubramaniyan Duen Horng Chau LMTD 189 4 0 07 Mar 2024
ClusterTabNet: Supervised clustering method for table detection and table structure recognitionIEEE International Conference on Document Analysis and Recognition (ICDAR), 2024 Marek Polewczyk Marco Spinaci LMTD 186 2 0 12 Feb 2024
Large Language Model for Table Processing: A Survey Weizheng Lu Jiaming Zhang Jing Zhang Yueguo Chen LMTD 210 76 0 04 Feb 2024
Rethinking Detection Based Table Structure Recognition for Visually Rich Document Images Bin Xiao Murat Simsek B. Kantarci Ala Abu Alkheir LMTD 248 1 0 01 Dec 2023
High-Performance Transformers for Table Structure Recognition Need Early Convolutions Sheng-Hsuan Peng Seongmin Lee Xiaojing Wang Rajarajeswari Balasubramaniyan Duen Horng Chau ViT LMTD 114 4 0 09 Nov 2023
GridFormer: Towards Accurate Table Structure Recognition via Grid PredictionACM Multimedia (ACM MM), 2023 Pengyuan Lyu Weihong Ma Hongyi Wang Yu Yu Chengquan Zhang Kun Yao Yang Xue Jingdong Wang LMTD 230 18 0 26 Sep 2023
SCOB: Universal Text Understanding via Character-wise Supervised Contrastive Learning with Online Text Rendering for Bridging Domain GapIEEE International Conference on Computer Vision (ICCV), 2023 Daehee Kim Yoon Kim Donghyun Kim Yumin Lim Geewook Kim Taeho Kil 225 4 0 21 Sep 2023
DocTr: Document Transformer for Structured Information Extraction in DocumentsIEEE International Conference on Computer Vision (ICCV), 2023 Haofu Liao Aruni RoyChowdhury Weijian Li Ankan Bansal Yuting Zhang Zhuowen Tu R. Satzoda R. Manmatha Vijay Mahadevan 152 22 0 16 Jul 2023
Diable: Efficient Dialogue State Tracking as Operations on TablesAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Pietro Lesci Yoshinari Fujinuma Momchil Hardalov Chao Shang Yassine Benajiba Lluís Marquez LMTD 283 8 0 26 May 2023
ICDAR 2023 Competition on Robust Layout Segmentation in Corporate DocumentsIEEE International Conference on Document Analysis and Recognition (ICDAR), 2023 Christoph Auer A. Nassar Maksym Lysak Michele Dolfi Nikolaos Livathinos Peter W. J. Staar OOD 3DV 147 7 0 24 May 2023
Optimized Table Tokenization for Table Structure RecognitionIEEE International Conference on Document Analysis and Recognition (ICDAR), 2023 Maksym Lysak Ahmed Nassar Nikolaos Livathinos Christoph Auer Peter W. J. Staar LMTD 204 18 0 05 May 2023
TRACE: Table Reconstruction Aligned to Corner and EdgesIEEE International Conference on Document Analysis and Recognition (ICDAR), 2023 Youngmin Baek Daehyun Nam Jaeheung Surh Seung Shin Seonghyeon Kim LMTD 212 9 0 01 May 2023
TabIQA: Table Questions Answering on Business Document Images Phuc Nguyen N. Ly Hideaki Takeda Atsuhiro Takasu LMTD 151 2 0 27 Mar 2023
Robust Table Structure Recognition with Dynamic Queries Enhanced Detection TransformerPattern Recognition (Pattern Recogn.), 2023 Jiawei Wang Weihong Lin Chixiang Ma Mingze Li Zhengmao Sun Lei-huan Sun Qiang Huo LMTD 281 20 0 21 Mar 2023
Grab What You Need: Rethinking Complex Table Structure Recognition with Flexible Components DeliberationAAAI Conference on Artificial Intelligence (AAAI), 2023 Hao Liu Xin Li Ming Gong Yinan Han Yunfei Wu Deqiang Jiang Yinsong Liu Xing Sun LMTD 147 10 0 16 Mar 2023