Approaching Neural Grammatical Error Correction as a Low-Resource Machine Translation Task

16 April 2018

Marcin Junczys-Dowmunt

Roman Grundkiewicz

Shubha Guha

Kenneth Heafield

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Papers citing "Approaching Neural Grammatical Error Correction as a Low-Resource Machine Translation Task"

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Prompting open-source and commercial language models for grammatical error correction of English learner text Christopher Davis Andrew Caines Oistein Andersen Shiva Taslimipoor H. Yannakoudakis Zheng Yuan Christopher Bryant Marek Rei P. Buttery 59 14 0 15 Jan 2024
Marian: Fast Neural Machine Translation in C++ Marcin Junczys-Dowmunt Roman Grundkiewicz Tomasz Dwojak Hieu T. Hoang Kenneth Heafield ... Ulrich Germann Alham Fikri Aji Nikolay Bogoychev André F. T. Martins Alexandra Birch 85 716 0 01 Apr 2018
A Multilayer Convolutional Encoder-Decoder Neural Network for Grammatical Error Correction Shamil Chollampatt Hwee Tou Ng KELM 54 221 0 26 Jan 2018
The University of Edinburgh's Neural MT Systems for WMT17 Rico Sennrich Alexandra Birch Anna Currey Ulrich Germann Barry Haddow Kenneth Heafield Antonio Valerio Miceli Barone Philip Williams MoE 64 182 0 02 Aug 2017
Regularization techniques for fine-tuning in neural machine translation Antonio Valerio Miceli Barone Barry Haddow Ulrich Germann Rico Sennrich 67 107 0 31 Jul 2017
Adapting Sequence Models for Sentence Correction A. Schmaltz Yoon Kim Alexander M. Rush Stuart M. Shieber 55 52 0 27 Jul 2017
Deep Architectures for Neural Machine Translation Antonio Valerio Miceli Barone Jindřich Helcl Rico Sennrich Barry Haddow Alexandra Birch 41 111 0 24 Jul 2017
A Nested Attention Neural Hybrid Model for Grammatical Error Correction Jianshu Ji Qinlong Wang Kristina Toutanova Yongen Gong Steven QH Truong Jianfeng Gao 46 110 0 07 Jul 2017
Grammatical Error Correction with Neural Reinforcement Learning Keisuke Sakaguchi Matt Post Benjamin Van Durme 55 59 0 02 Jul 2017
Stronger Baselines for Trustable Results in Neural Machine Translation Michael J. Denkowski Graham Neubig 57 118 0 29 Jun 2017
Six Challenges for Neural Machine Translation Philipp Koehn Rebecca Knowles AAML AIMat 344 1,222 0 12 Jun 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 624 130,942 0 12 Jun 2017
Nematus: a Toolkit for Neural Machine Translation Rico Sennrich Orhan Firat Kyunghyun Cho Alexandra Birch Barry Haddow ... Marcin Junczys-Dowmunt Samuel Läubli Antonio Valerio Miceli Barone Jozef Mokry Maria Nadejde 56 406 0 13 Mar 2017
JFLEG: A Fluency Corpus and Benchmark for Grammatical Error Correction Courtney Napoles Keisuke Sakaguchi Joel R. Tetreault 35 203 0 14 Feb 2017
Unsupervised Pretraining for Sequence to Sequence Learning Prajit Ramachandran Peter J. Liu Quoc V. Le SSL AIMat 79 282 0 08 Nov 2016
Is Neural Machine Translation Ready for Deployment? A Case Study on 30 Translation Directions Marcin Junczys-Dowmunt Tomasz Dwojak Hieu T. Hoang 55 199 0 04 Oct 2016
Using the Output Embedding to Improve Language Models Ofir Press Lior Wolf 67 733 0 20 Aug 2016
Edinburgh Neural Machine Translation Systems for WMT 16 Rico Sennrich Barry Haddow Alexandra Birch 65 524 0 09 Jun 2016
Phrase-based Machine Translation is State-of-the-Art for Automatic Grammatical Error Correction Marcin Junczys-Dowmunt Roman Grundkiewicz MoE 50 103 0 20 May 2016
Transfer Learning for Low-Resource Neural Machine Translation Barret Zoph Deniz Yuret Jonathan May Kevin Knight 76 853 0 08 Apr 2016
Neural Language Correction with Character-Based Attention Ziang Xie Anand Avati N. Arivazhagan Dan Jurafsky A. Ng 50 142 0 31 Mar 2016
A Theoretically Grounded Application of Dropout in Recurrent Neural Networks Y. Gal Zoubin Ghahramani UQCV DRL BDL 153 1,650 0 16 Dec 2015
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 195 7,729 0 31 Aug 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.4K 149,842 0 22 Dec 2014
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 370 20,518 0 10 Sep 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 501 27,263 0 01 Sep 2014
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 623 31,469 0 16 Jan 2013