Toward a Period-Specific Optimized Neural Network for OCR Error Correction of Historical Hebrew Texts

30 July 2023

Papers citing "Toward a Period-Specific Optimized Neural Network for OCR Error Correction of Historical Hebrew Texts"

18 / 18 papers shown

Title
Optimizing the Neural Network Training for OCR Error Correction of Historical Hebrew Texts Omri Suissa Avshalom Elmalech M. Zhitomirsky-Geffet 29 6 0 30 Jul 2023
Text Analysis Using Deep Neural Networks in Digital Humanities and Information Science Omri Suissa Avshalom Elmalech M. Zhitomirsky-Geffet AI4CE 33 46 0 30 Jul 2023
Toward the Optimized Crowdsourcing Strategy for OCR Post-Correction Omri Suissa Avshalom Elmalech M. Zhitomirsky-Geffet 37 6 0 12 Jun 2021
From the Paft to the Fiiture: a Fully Automatic NMT and Word Embeddings Method for OCR Post-Correction Mika Hämäläinen Simon Hengchen 31 39 0 12 Oct 2019
What's Wrong with Hebrew NLP? And How to Make it Right Reut Tsarfaty Amit Seker Shoval Sadde Stav Klein 20 27 0 15 Aug 2019
Leveraging Text Repetitions and Denoising Autoencoders in OCR Post-correction K. Hakala Aleksi Vesanto N. Miekka T. Salakoski Filip Ginter 31 9 0 26 Jun 2019
Upcycle Your OCR: Reusing OCRs for Post-OCR Text Correction in Romanised Sanskrit Amrith Krishna Bodhisattwa Prasad Majumder R. Bhat Pawan Goyal 36 12 0 06 Sep 2018
Neural Networks for Text Correction and Completion in Keyboard Decoding Shaon Ghosh Per Ola Kristensson HAI 38 68 0 19 Sep 2017
Comparative Study of CNN and RNN for Natural Language Processing Wenpeng Yin Katharina Kann Mo Yu Hinrich Schütze 62 984 0 07 Feb 2017
OpenNMT: Open-Source Toolkit for Neural Machine Translation Guillaume Klein Yoon Kim Yuntian Deng Jean Senellart Alexander M. Rush 321 1,897 0 10 Jan 2017
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Zhiwen Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 832 6,768 0 26 Sep 2016
Neural Network Architecture Optimization through Submodularity and Supermodularity Junqi Jin Ziang Yan Kun Fu Nan Jiang Changshui Zhang 46 11 0 01 Sep 2016
OCR Error Correction Using Character Correction and Feature-Based Word Classification Ido Kissos Nachum Dershowitz 33 71 0 21 Apr 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.1K 149,474 0 22 Dec 2014
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling Junyoung Chung Çağlar Gülçehre Kyunghyun Cho Yoshua Bengio 368 12,662 0 11 Dec 2014
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 319 20,491 0 10 Sep 2014
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 721 23,235 0 03 Jun 2014
On the difficulty of training Recurrent Neural Networks Razvan Pascanu Tomas Mikolov Yoshua Bengio ODL 164 5,318 0 21 Nov 2012