DANIEL: A fast Document Attention Network for Information Extraction and Labelling of handwritten documents

12 July 2024

Papers citing "DANIEL: A fast Document Attention Network for Information Extraction and Labelling of handwritten documents"

19 / 19 papers shown

Title
End-to-end information extraction in handwritten documents: Understanding Paris marriage records from 1880 to 1940 Thomas Constum Lucas Preel Théo Larcher Pierrick Tranouez Thierry Paquet Sandra Brée 51 3 0 30 Apr 2024
LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking Yupan Huang Tengchao Lv Lei Cui Yutong Lu Furu Wei 92 457 0 18 Apr 2022
End-to-end Document Recognition and Understanding with Dessurt Brian L. Davis B. Morse Brian L. Price Chris Tensmeyer Curtis Wigington Vlad I. Morariu VLM ViT 90 73 0 30 Mar 2022
Transformer-Based Approach for Joint Handwriting and Named Entity Recognition in Historical documents Ahmed Cheikh Rouhoua M. Dhiaf Yousri Kessentini Sinda Ben Salem 56 49 0 08 Dec 2021
Rescoring Sequence-to-Sequence Models for Text Line Recognition with CTC-Prefixes C. Wick Jochen Zöllner Tobias Grüning 60 21 0 12 Oct 2021
TrOCR: Transformer-based Optical Character Recognition with Pre-trained Models Minghao Li Tengchao Lv Jingye Chen Lei Cui Yijuan Lu D. Florêncio Cha Zhang Zhoujun Li Furu Wei ViT 240 369 0 21 Sep 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 73 154 0 10 Aug 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 458 21,439 0 25 Mar 2021
Full Page Handwriting Recognition via Image to Sequence Extraction Sumeet S. Singh Sergey Karayev 63 54 0 11 Mar 2021
Recurrence-free unconstrained handwritten text recognition using gated fully convolutional network Denis Coquenet Clément Chatelain Thierry Paquet 103 28 0 09 Dec 2020
End-to-end Handwritten Paragraph Text Recognition Using a Vertical Attention Network Denis Coquenet Clément Chatelain Thierry Paquet AI4TS 66 81 0 07 Dec 2020
OrigamiNet: Weakly-Supervised, Segmentation-Free, One-Step, Full Page Text Recognition by learning to unfold Mohamed Yousef Tom E. Bishop AI4TS 89 81 0 12 Jun 2020
Pay Attention to What You Read: Non-recurrent Handwritten Text-Line Recognition Lei Kang Pau Riba Marccal Rusinol Alicia Fornés M. Villegas 62 127 0 26 May 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
A Neural Model for Text Localization, Transcription and Named Entity Recognition in Full Pages Manuel Carbonell Alicia Fornés M. Villegas Josep Lladós 49 47 0 20 Dec 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 665 24,528 0 26 Jul 2019
SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing Taku Kudo John Richardson 198 3,526 0 19 Aug 2018
Joint Line Segmentation and Transcription for End-to-End Handwritten Paragraph Recognition Théodore Bluche AI4TS 151 189 0 28 Apr 2016
Scan, Attend and Read: End-to-End Handwritten Paragraph Recognition with MDLSTM Attention Théodore Bluche J. Louradour Ronaldo O. Messina VLM 49 170 0 12 Apr 2016