DocStruct: A Multimodal Method to Extract Hierarchy Structure in
Document for General Form Understanding

DocStruct: A Multimodal Method to Extract Hierarchy Structure in Document for General Form Understanding

15 October 2020

Papers citing "DocStruct: A Multimodal Method to Extract Hierarchy Structure in Document for General Form Understanding"

12 / 12 papers shown

Title
UniHDSA: A Unified Relation Prediction Approach for Hierarchical Document Structure Analysis Jiawei Wang Kai Hu Qiang Huo 58 0 0 20 Mar 2025
XFormParser: A Simple and Effective Multimodal Multilingual Semi-structured Form Parser Xianfu Cheng Hang Zhang Jian Yang Xiang Li Weixiao Zhou ... Fei Liu Wei Zhang Tao Sun Tongliang Li Zhoujun Li 52 2 0 27 May 2024
DocGraphLM: Documental Graph Language Model for Information Extraction Dongsheng Wang Zhiqiang Ma Armineh Nourbakhsh Kang Gu Sameena Shah 38 8 0 05 Jan 2024
A Question-Answering Approach to Key Value Pair Extraction from Form-like Document Images Kai Hu Zhuoyuan Wu Zhuoyao Zhong Weihong Lin Lei-huan Sun Qiang Huo 26 11 0 17 Apr 2023
HRDoc: Dataset and Baseline Method Toward Hierarchical Reconstruction of Document Structures Jiefeng Ma Jun Du Pengfei Hu Zhenrong Zhang Jianshu Zhang Huihui Zhu Cong Liu 27 15 0 24 Mar 2023
Unimodal and Multimodal Representation Training for Relation Extraction Ciaran Cooney Rachel Heyburn Liam Maddigan Mairead O'Cuinn Chloe Thompson Joana Cavadas 33 2 0 11 Nov 2022
When to Laugh and How Hard? A Multimodal Approach to Detecting Humor and its Intensity Khalid Alnajjar Mika Hämäläinen Jörg Tiedemann Jorma T. Laaksonen M. Kurimo 24 2 0 03 Nov 2022
ERNIE-mmLayout: Multi-grained MultiModal Transformer for Document Understanding Wenjin Wang Zhengjie Huang Bin Luo Qianglong Chen Qiming Peng ... Weichong Yin Shi Feng Yu Sun Dianhai Yu Yin Zhang ViT 35 11 0 18 Sep 2022
Text Classification Models for Form Entity Linking M. Villota C. Domínguez Jónathan Heras Eloy J. Mata Vico Pascual MedIm 26 2 0 14 Dec 2021
Document AI: Benchmarks, Models and Applications Lei Cui Yiheng Xu Tengchao Lv Furu Wei VLM 24 70 0 16 Nov 2021
LAMPRET: Layout-Aware Multimodal PreTraining for Document Understanding Te-Lin Wu Cheng-rong Li Mingyang Zhang Tao Chen Spurthi Amba Hombaiah Michael Bendersky 21 14 0 16 Apr 2021
FUNSD: A Dataset for Form Understanding in Noisy Scanned Documents Guillaume Jaume H. K. Ekenel Jean-Philippe Thiran 143 356 0 27 May 2019