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Spatial Dependency Parsing for Semi-Structured Document Information Extraction

1 May 2020

Papers citing "Spatial Dependency Parsing for Semi-Structured Document Information Extraction"

28 / 28 papers shown

Title
How does Watermarking Affect Visual Language Models in Document Understanding? Chunxue Xu Yiwei Wang Bryan Hooi Yujun Cai Songze Li VLM 90 0 0 01 Apr 2025
KIEval: Evaluation Metric for Document Key Information Extraction Minsoo Khang Sang Chul Jung Sungrae Park Teakgyu Hong 118 0 0 07 Mar 2025
OmniDocBench: Benchmarking Diverse PDF Document Parsing with Comprehensive Annotations Linke Ouyang Yuan Qu Hongbin Zhou Jiawei Zhu Rui Zhang ... Chao Xu Bo Zhang Botian Shi Zhongying Tu Zeang Sheng 187 11 0 10 Dec 2024
Deep Learning based Visually Rich Document Content Understanding: A Survey Muhammad Ali Jean Lee Salman Khan Eduard Hovy 115 6 0 02 Aug 2024
A Bounding Box is Worth One Token: Interleaving Layout and Text in a Large Language Model for Document Understanding Jinghui Lu Haiyang Yu Yanjie Wang Yongjie Ye Jingqun Tang ... Qi Liu Hao Feng Han Wang Hao Liu Can Huang 181 23 0 02 Jul 2024
Noise-Aware Training of Layout-Aware Language Models Ritesh Sarkhel Xiaoqi Ren Lauro Beltrao Costa Guolong Su Vincent Perot Yanan Xie Emmanouil Koukoumidis Arnab Nandi VLM 91 0 0 30 Mar 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 59 0 0 25 Oct 2023
End-to-End Document Classification and Key Information Extraction using Assignment Optimization Ciaran Cooney Joana Cavadas Liam Madigan Bradley Savage Rachel Heyburn Mairead O'Cuinn 58 0 0 01 Jun 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 98 11 0 17 Apr 2023
Key Information Extraction in Purchase Documents using Deep Learning and Rule-based Corrections R. Arroyo J. Yebes E. Martínez Hector Corrales Javier Lorenzo 75 1 0 07 Oct 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 76 13 0 18 Sep 2022
TRIE++: Towards End-to-End Information Extraction from Visually Rich Documents Zhanzhan Cheng Peng Zhang Can Li Qiao Liang Yunlu Xu Pengfei Li Shiliang Pu Yi Niu Fei Wu 52 10 0 14 Jul 2022
Bi-VLDoc: Bidirectional Vision-Language Modeling for Visually-Rich Document Understanding Chuwei Luo Guozhi Tang Qi Zheng Cong Yao Lianwen Jin Chenliang Li Yang Xue Luo Si 91 18 0 27 Jun 2022
Relational Representation Learning in Visually-Rich Documents Xin Li Yan Zheng Yiqing Hu H. Cao Yunfei Wu Deqiang Jiang Yinsong Liu Bo Ren 115 12 0 05 May 2022
FormNet: Structural Encoding beyond Sequential Modeling in Form Document Information Extraction Chen-Yu Lee Chun-Liang Li Timothy Dozat Vincent Perot Guolong Su Nan Hua Joshua Ainslie Renshen Wang Yasuhisa Fujii Tomas Pfister 96 79 0 16 Mar 2022
WebFormer: The Web-page Transformer for Structure Information Extraction Qifan Wang Yi Fang Anirudh Ravula Fuli Feng Xiaojun Quan Dongfang Liu ViT 202 68 0 01 Feb 2022
Text Classification Models for Form Entity Linking M. Villota C. Domínguez Jónathan Heras Eloy J. Mata Vico Pascual MedIm 63 2 0 14 Dec 2021
OCR-free Document Understanding Transformer Geewook Kim Teakgyu Hong Moonbin Yim Jeongyeon Nam Jinyoung Park Jinyeong Yim Wonseok Hwang Sangdoo Yun Dongyoon Han Seunghyun Park ViT 163 274 0 30 Nov 2021
Document AI: Benchmarks, Models and Applications Lei Cui Yiheng Xu Tengchao Lv Furu Wei VLM 89 74 0 16 Nov 2021
BROS: A Pre-trained Language Model Focusing on Text and Layout for Better Key Information Extraction from Documents Teakgyu Hong Donghyun Kim Mingi Ji Wonseok Hwang Daehyun Nam Sungrae Park VLM 124 154 0 10 Aug 2021
StrucTexT: Structured Text Understanding with Multi-Modal Transformers Yulin Li Yuxi Qian Yuchen Yu Xiameng Qin Chengquan Zhang Yan Liu Kun Yao Junyu Han Jingtuo Liu Errui Ding 102 117 0 06 Aug 2021
DocFormer: End-to-End Transformer for Document Understanding Srikar Appalaraju Bhavan A. Jasani Bhargava Urala Kota Yusheng Xie R. Manmatha ViT 121 281 0 22 Jun 2021
A Span Extraction Approach for Information Extraction on Visually-Rich Documents Tuan-Anh Dang Nguyen Hieu M. Vu Nguyen Hong Son Minh-Tien Nguyen 52 6 0 02 Jun 2021
ViBERTgrid: A Jointly Trained Multi-Modal 2D Document Representation for Key Information Extraction from Documents Weihong Lin Qifang Gao Lei-huan Sun Zhuoyao Zhong Kaiqin Hu Qin Ren Qiang Huo 72 39 0 25 May 2021
Cost-effective End-to-end Information Extraction for Semi-structured Document Images Wonseok Hwang Hyunji Lee Jinyeong Yim Geewook Kim Minjoon Seo 3DV 143 26 0 16 Apr 2021
DeepCPCFG: Deep Learning and Context Free Grammars for End-to-End Information Extraction Freddy Chongtat Chua Nigel P. Duffy 83 7 0 10 Mar 2021
Going Full-TILT Boogie on Document Understanding with Text-Image-Layout Transformer Rafal Powalski Łukasz Borchmann Dawid Jurkiewicz Tomasz Dwojak Michal Pietruszka Gabriela Pałka ViT 96 160 0 18 Feb 2021
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 255 523 0 29 Dec 2020