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"

50 / 87 papers shown

Title
TableCenterNet: A one-stage network for table structure recognition Anyi Xiao Cihui Yang LMTD 54 0 0 24 Apr 2025
DocSAM: Unified Document Image Segmentation via Query Decomposition and Heterogeneous Mixed Learning Xiao-Hui Li Fei Yin Cheng-Lin Liu 27 0 0 05 Apr 2025
SPRINT: Script-agnostic Structure Recognition in Tables Dhruv Kudale Badri Vishal Kasuba Venkatapathy Subramanian P. Chaudhuri Ganesh Ramakrishnan LMTD 86 0 0 15 Mar 2025
SmolDocling: An ultra-compact vision-language model for end-to-end multi-modal document conversion A. Nassar Andres Marafioti Matteo Omenetti Maksym Lysak Nikolaos Livathinos ... Yusik Kim A. Said Gurbuz Michele Dolfi Miquel Farré Peter W. J. Staar 55 3 0 14 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 Y. Liu Xiang Bai 51 1 0 22 Feb 2025
REAL-MM-RAG: A Real-World Multi-Modal Retrieval Benchmark Navve Wasserman Roi Pony O. Naparstek Adi Raz Goldfarb Eli Schwartz Udi Barzelay Leonid Karlinsky 3DV VLM 82 1 0 17 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 T. Syeda-Mahmood Peter W. J. Staar Tal Drory Rogerio Feris VLM AI4TS 114 0 0 14 Feb 2025
TFLOP: Table Structure Recognition Framework with Layout Pointer Mechanism Minsoo Khang Teakgyu Hong LMTD 96 0 0 21 Jan 2025
Enhancing Table Recognition with Vision LLMs: A Benchmark and Neighbor-Guided Toolchain Reasoner Yitong Zhou Mingyue Cheng Qingyang Mao Qi Liu F. Xu Xin Li Enhong Chen LMTD 39 0 0 30 Dec 2024
HoVLE: Unleashing the Power of Monolithic Vision-Language Models with Holistic Vision-Language Embedding Chenxin Tao Shiqian Su X. Zhu Chenyu Zhang Zhe Chen ... Wenhai Wang Lewei Lu Gao Huang Yu Qiao Jifeng Dai MLLM VLM 104 2 0 20 Dec 2024
MMDocBench: Benchmarking Large Vision-Language Models for Fine-Grained Visual Document Understanding Fengbin Zhu Ziyang Liu Xiang Yao Ng Haohui Wu W. Wang Fuli Feng Chao Wang Huanbo Luan Tat-Seng Chua VLM 35 3 0 25 Oct 2024
FinQAPT: Empowering Financial Decisions with End-to-End LLM-driven Question Answering Pipeline Kuldeep Singh Simerjot Kaur Charese Smiley AIFin 26 2 0 17 Oct 2024
Latent Diffusion for Guided Document Table Generation Syed Jawwad Haider Hamdani S. Saifullah S. Agne Andreas Dengel Sheraz Ahmed 16 0 0 19 Aug 2024
HySem: A context length optimized LLM pipeline for unstructured tabular extraction Narayanan PP A. P. N. Iyer 36 0 0 18 Aug 2024
TabPedia: Towards Comprehensive Visual Table Understanding with Concept Synergy Weichao Zhao Hao Feng Qi Liu Jingqun Tang Shubo Wei ... Lei Liao Yongjie Ye Hao Liu Houqiang Li Can Huang LMTD 28 18 0 03 Jun 2024
StrucTexTv3: An Efficient Vision-Language Model for Text-rich Image Perception, Comprehension, and Beyond Pengyuan Lyu Yulin Li Hao Zhou Weihong Ma Xingyu Wan ... Liang Wu Chengquan Zhang Kun Yao Errui Ding Jingdong Wang 36 7 0 31 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 24 2 0 20 May 2024
Towards End-to-End Semi-Supervised Table Detection with Semantic Aligned Matching Transformer Tahira Shehzadi Shalini Sarode Didier Stricker Muhammad Zeshan Afzal LMTD 36 4 0 30 Apr 2024
TableVQA-Bench: A Visual Question Answering Benchmark on Multiple Table Domains Yoonsik Kim Moonbin Yim Ka Yeon Song LMTD 37 15 0 30 Apr 2024
Multi-Cell Decoder and Mutual Learning for Table Structure and Character Recognition T. Kawakatsu LMTD 30 2 0 20 Apr 2024
Synthesizing Realistic Data for Table Recognition Qiyu Hou Jun Wang Meixuan Qiao Lujun Tian LMTD 19 1 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 34 3 0 16 Apr 2024
How Robust are the Tabular QA Models for Scientific Tables? A Study using Customized Dataset Akash Ghosh Venkata Sahith Bathini Niloy Ganguly Pawan Goyal Mayank Singh LMTD 27 1 0 30 Mar 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 48 26 0 28 Mar 2024
No Language is an Island: Unifying Chinese and English in Financial Large Language Models, Instruction Data, and Benchmarks Gang Hu Ke Qin Chenhan Yuan Min Peng Alejandro Lopez-Lira Benyou Wang Sophia Ananiadou Wanlong Yu Jimin Huang Qianqian Xie 30 4 0 10 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 44 0 0 07 Mar 2024
Self-Supervised Pre-Training for Table Structure Recognition Transformer Sheng-Hsuan Peng Seongmin Lee Xiaojing Wang Rajarajeswari Balasubramaniyan Duen Horng Chau ViT LMTD 44 0 0 23 Feb 2024
ClusterTabNet: Supervised clustering method for table detection and table structure recognition Marek Polewczyk Marco Spinaci LMTD 32 0 0 12 Feb 2024
Financial Report Chunking for Effective Retrieval Augmented Generation Antonio Jimeno-Yepes Yao You Jan Milczek Sebastian Laverde Renyu Li 43 20 0 05 Feb 2024
A Survey of Large Language Models in Finance (FinLLMs) Jean Lee Nicholas Stevens S. Han Minseok Song AIFin 28 55 0 04 Feb 2024
LORE++: Logical Location Regression Network for Table Structure Recognition with Pre-training Rujiao Long Hangdi Xing Zhibo Yang Qi Zheng Zhi Yu Cong Yao Fei Huang 27 4 0 03 Jan 2024
RTHDet: Rotate Table Area and Head Detection in images Wen-Feng Hu Minglei Tong LMTD 30 1 0 31 Dec 2023
TDeLTA: A Light-weight and Robust Table Detection Method based on Learning Text Arrangement Yang Fan Xiangping Wu Qingcai Chen Heng Li Yan Huang Zhixiang Cai Qitian Wu LMTD 19 0 0 18 Dec 2023
Rethinking Detection Based Table Structure Recognition for Visually Rich Document Images Bin Xiao Murat Simsek B. Kantarci Ala Abu Alkheir LMTD 29 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 24 3 0 09 Nov 2023
GridFormer: Towards Accurate Table Structure Recognition via Grid Prediction Pengyuan Lyu Weihong Ma Hongyi Wang Yu Yu Chengquan Zhang Kun Yao Yang Xue Jingdong Wang LMTD 26 8 0 26 Sep 2023
Beyond Document Page Classification: Design, Datasets, and Challenges Jordy Van Landeghem Sanket Biswas Matthew B. Blaschko Marie-Francine Moens 37 6 0 24 Aug 2023
GPT-3 Models are Few-Shot Financial Reasoners Raul Salles de Padua Imran Qureshi M. Karakaplan AIFin ELM 8 2 0 25 Jul 2023
DocTr: Document Transformer for Structured Information Extraction in Documents Haofu Liao Aruni RoyChowdhury Weijian Li Ankan Bansal Yuting Zhang Z. Tu R. Satzoda R. Manmatha Vijay Mahadevan 26 11 0 16 Jul 2023
LakeBench: Benchmarks for Data Discovery over Data Lakes Kavitha Srinivas Julian T Dolby Ibrahim Abdelaziz Oktie Hassanzadeh Harsha Kokel Aamod Khatiwada Tejaswini Pedapati Subhajit Chaudhury Horst Samulowitz 18 10 0 09 Jul 2023
Bridging the Performance Gap between DETR and R-CNN for Graphical Object Detection in Document Images Tahira Shehzadi K. Hashmi D. Stricker Marcus Liwicki Muhammad Zeshan Afzal 21 7 0 23 Jun 2023
Document Understanding Dataset and Evaluation (DUDE) Jordy Van Landeghem Rubèn Pérez Tito Łukasz Borchmann Michal Pietruszka Pawel Józiak ... Bertrand Ackaert Ernest Valveny Matthew Blaschko Sien Moens Tomasz Stanislawek VGen 24 52 0 15 May 2023
Are ChatGPT and GPT-4 General-Purpose Solvers for Financial Text Analytics? A Study on Several Typical Tasks Xianzhi Li Samuel Chan Xiaodan Zhu Yulong Pei Zhiqiang Ma Xiaomo Liu Sameena Shah AI4MH 25 74 0 10 May 2023
Optimized Table Tokenization for Table Structure Recognition Maksym Lysak Ahmed Nassar Nikolaos Livathinos Christoph Auer Peter W. J. Staar LMTD 28 13 0 05 May 2023
Towards End-to-End Semi-Supervised Table Detection with Deformable Transformer Tahira Shehzadi K. Hashmi D. Stricker Marcus Liwicki Muhammad Zeshan Afzal ViT LMTD 34 10 0 04 May 2023
TRACE: Table Reconstruction Aligned to Corner and Edges Youngmin Baek Daehyun Nam Jaeheung Surh Seung Shin Seonghyeon Kim LMTD 27 4 0 01 May 2023
Structure Diagram Recognition in Financial Announcements Meixuan Qiao Jun Wang Junfu Xiang Qiyu Hou Ruixuan Li 32 1 0 26 Apr 2023
A Study on Reproducibility and Replicability of Table Structure Recognition Methods Kehinde E. Ajayi Muntabhir Hasan Choudhury Sarah Rajtmajer Jian Wu LMTD 14 3 0 20 Apr 2023
TabIQA: Table Questions Answering on Business Document Images Phuc Nguyen N. Ly Hideaki Takeda Atsuhiro Takasu LMTD 19 1 0 27 Mar 2023
Robust Table Structure Recognition with Dynamic Queries Enhanced Detection Transformer Jiawei Wang Weihong Lin Chixiang Ma Mingze Li Zhengmao Sun Lei-huan Sun Qiang Huo LMTD 32 14 0 21 Mar 2023