Entity Relation Extraction as Dependency Parsing in Visually Rich Documents

19 October 2021

Papers citing "Entity Relation Extraction as Dependency Parsing in Visually Rich Documents"

21 / 21 papers shown

Title
Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding Chong Zhang Yi Tu Yixi Zhao Chenshu Yuan Huan Chen ... Mingxu Chai Ya Guo Huijia Zhu Qi Zhang Tao Gui 43 2 0 29 Sep 2024
Deep Learning based Visually Rich Document Content Understanding: A Survey Muhammad Ali Jean Lee Salman Khan 39 6 0 02 Aug 2024
A LayoutLMv3-Based Model for Enhanced Relation Extraction in Visually-Rich Documents Wiam Adnan Joel Tang Yassine Bel Khayat Zouggari S. Laatiri Laurent Lam Fabien Caspani 23 0 0 16 Apr 2024
Can AI Models Appreciate Document Aesthetics? An Exploration of Legibility and Layout Quality in Relation to Prediction Confidence Hsiu-Wei Yang Abhinav Agrawal Pavlos Fragkogiannis Shubham Nitin Mulay 22 1 0 27 Mar 2024
Detect-Order-Construct: A Tree Construction based Approach for Hierarchical Document Structure Analysis Jiawei Wang Kai Hu Zhuoyao Zhong Lei-huan Sun Qiang Huo 25 6 0 22 Jan 2024
UniVIE: A Unified Label Space Approach to Visual Information Extraction from Form-like Documents Kai Hu Jiawei Wang Weihong Lin Zhuoyao Zhong Lei-huan Sun Qiang Huo 37 1 0 17 Jan 2024
Enhancing Document Information Analysis with Multi-Task Pre-training: A Robust Approach for Information Extraction in Visually-Rich Documents Tofik Ali Partha Pratim Roy 16 0 0 25 Oct 2023
Reading Order Matters: Information Extraction from Visually-rich Documents by Token Path Prediction Chong Zhang Ya Guo Yi Tu Huan Chen Jinyang Tang Huijia Zhu Qi Zhang Tao Gui 3DV 26 20 0 17 Oct 2023
PPN: Parallel Pointer-based Network for Key Information Extraction with Complex Layouts Kaiwen Wei Jie Yao Jingyuan Zhang Yangyang Kang Fubang Zhao Yating Zhang Changlong Sun Xin Jin Xin Zhang 18 4 0 20 Jul 2023
Layout and Task Aware Instruction Prompt for Zero-shot Document Image Question Answering Wenjin Wang Yunhao Li Yixin Ou Yin Zhang VLM 21 24 0 01 Jun 2023
RE $^2$ : Region-Aware Relation Extraction from Visually Rich Documents Pritika Ramu Sijia Wang Lalla Mouatadid Joy Rimchala Lifu Huang 30 0 0 24 May 2023
Global Structure Knowledge-Guided Relation Extraction Method for Visually-Rich Document Xiangnan Chen Qianwen Xiao Juncheng Li Duo Dong Jun Lin Xiaozhong Liu Siliang Tang 34 5 0 23 May 2023
Fast-StrucTexT: An Efficient Hourglass Transformer with Modality-guided Dynamic Token Merge for Document Understanding Mingliang Zhai Yulin Li Xiameng Qin Chen Yi Qunyi Xie Chengquan Zhang Kun Yao Yuwei Wu Yunde Jia 13 8 0 19 May 2023
GeoLayoutLM: Geometric Pre-training for Visual Information Extraction Chuwei Luo Changxu Cheng Qi Zheng Cong Yao 19 43 0 21 Apr 2023
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 17 10 0 17 Apr 2023
DoSA : A System to Accelerate Annotations on Business Documents with Human-in-the-Loop Neelesh K Shukla Msp Raja Raghu Katikeri Amit Vaid 12 1 0 09 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 27 11 0 18 Sep 2022
LayoutXLM vs. GNN: An Empirical Evaluation of Relation Extraction for Documents Hervé Déjean S. Clinchant Jean-Luc Meunier 19 4 0 09 May 2022
LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding Yang Xu Yiheng Xu Tengchao Lv Lei Cui Furu Wei ... D. Florêncio Cha Zhang Wanxiang Che Min Zhang Lidong Zhou ViT MLLM 147 498 0 29 Dec 2020
FUNSD: A Dataset for Form Understanding in Noisy Scanned Documents Guillaume Jaume H. K. Ekenel Jean-Philippe Thiran 134 355 0 27 May 2019
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 239 31,253 0 16 Jan 2013