Key Information Extraction in Purchase Documents using Deep Learning and
Rule-based Corrections

Key Information Extraction in Purchase Documents using Deep Learning and Rule-based Corrections

7 October 2022

Hector Corrales

ArXiv (abs)PDF HTML

Papers citing "Key Information Extraction in Purchase Documents using Deep Learning and Rule-based Corrections"

13 / 13 papers shown

Title
LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking Yupan Huang Tengchao Lv Lei Cui Yutong Lu Furu Wei 95 458 0 18 Apr 2022
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 76 154 0 10 Aug 2021
LayoutXLM: Multimodal Pre-training for Multilingual Visually-rich Document Understanding Yiheng Xu Tengchao Lv Lei Cui Guoxin Wang Yijuan Lu D. Florêncio Cha Zhang Furu Wei MLLM VLM 78 130 0 18 Apr 2021
ICDAR2019 Competition on Scanned Receipt OCR and Information Extraction Zheng Huang Kai Chen Jianhua He X. Bai Dimosthenis Karatzas Shijian Lu C. V. Jawahar 59 319 0 18 Mar 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 192 514 0 29 Dec 2020
Multi-label classification of promotions in digital leaflets using textual and visual information R. Arroyo David Jiménez-Cabello Javier Martínez-Cebrián 54 3 0 07 Oct 2020
Spatial Dependency Parsing for Semi-Structured Document Information Extraction Wonseok Hwang Jinyeong Yim Seunghyun Park Sohee Yang Minjoon Seo 72 96 0 01 May 2020
PICK: Processing Key Information Extraction from Documents using Improved Graph Learning-Convolutional Networks Wenwen Yu Ning Lu Xianbiao Qi Ping Gong Rong Xiao 59 138 0 16 Apr 2020
LayoutLM: Pre-training of Text and Layout for Document Image Understanding Yiheng Xu Minghao Li Lei Cui Shaohan Huang Furu Wei Ming Zhou 135 707 0 31 Dec 2019
FUNSD: A Dataset for Form Understanding in Noisy Scanned Documents Guillaume Jaume H. K. Ekenel Jean-Philippe Thiran 168 370 0 27 May 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,175 0 11 Oct 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 786 132,363 0 12 Jun 2017
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,426 0 10 Dec 2015