Synthetic Data Generation for Grammatical Error Correction with Tagged Corruption Models

27 May 2021

Papers citing "Synthetic Data Generation for Grammatical Error Correction with Tagged Corruption Models"

23 / 23 papers shown

Title
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 80 17 0 15 Jan 2024
Seq2Edits: Sequence Transduction Using Span-level Edit Operations Felix Stahlberg Shankar Kumar BDL 85 84 0 23 Sep 2020
Data Weighted Training Strategies for Grammatical Error Correction Jared Lichtarge Chris Alberti Shankar Kumar 71 47 0 07 Aug 2020
GECToR -- Grammatical Error Correction: Tag, Not Rewrite Kostiantyn Omelianchuk Vitaliy Atrasevych Artem Chernodub Oleksandr Skurzhanskyi 82 316 0 26 May 2020
Encoder-Decoder Models Can Benefit from Pre-trained Masked Language Models in Grammatical Error Correction Masahiro Kaneko Masato Mita Shun Kiyono Jun Suzuki Kentaro Inui 106 146 0 03 May 2020
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 470 20,317 0 23 Oct 2019
An Empirical Study of Incorporating Pseudo Data into Grammatical Error Correction Shun Kiyono Jun Suzuki Masato Mita Tomoya Mizumoto Kentaro Inui 90 151 0 02 Sep 2019
A Neural Grammatical Error Correction System Built On Better Pre-training and Sequential Transfer Learning Yo Joong Choe Jiyeon Ham Kyubyong Park Yeoil Yoon 58 82 0 02 Jul 2019
The CUED's Grammatical Error Correction Systems for BEA-2019 Felix Stahlberg Bill Byrne 48 8 0 29 Jun 2019
Tagged Back-Translation Isaac Caswell Ciprian Chelba David Grangier 115 220 0 15 Jun 2019
Corpora Generation for Grammatical Error Correction Jared Lichtarge C. Alberti Shankar Kumar Noam M. Shazeer Niki Parmar Simon Tong 60 142 0 10 Apr 2019
Improving Grammatical Error Correction via Pre-Training a Copy-Augmented Architecture with Unlabeled Data Wei Zhao Liang Wang Kewei Shen Ruoyu Jia Jingming Liu 95 216 0 01 Mar 2019
Wronging a Right: Generating Better Errors to Improve Grammatical Error Detection Sudhanshu Kasewa Pontus Stenetorp Sebastian Riedel 63 59 0 26 Sep 2018
Reaching Human-level Performance in Automatic Grammatical Error Correction: An Empirical Study Tao Ge Furu Wei M. Zhou 70 86 0 03 Jul 2018
Approaching Neural Grammatical Error Correction as a Low-Resource Machine Translation Task Marcin Junczys-Dowmunt Roman Grundkiewicz Shubha Guha Kenneth Heafield 96 195 0 16 Apr 2018
Adafactor: Adaptive Learning Rates with Sublinear Memory Cost Noam M. Shazeer Mitchell Stern ODL 84 1,051 0 11 Apr 2018
Tensor2Tensor for Neural Machine Translation Ashish Vaswani Samy Bengio E. Brevdo François Chollet Aidan Gomez ... Nal Kalchbrenner Niki Parmar Ryan Sepassi Noam M. Shazeer Jakob Uszkoreit 94 530 0 16 Mar 2018
A Multilayer Convolutional Encoder-Decoder Neural Network for Grammatical Error Correction Shamil Chollampatt Hwee Tou Ng KELM 56 222 0 26 Jan 2018
Artificial Error Generation with Machine Translation and Syntactic Patterns Marek Rei Mariano Felice Zheng Yuan Ted Briscoe 63 55 0 17 Jul 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 732 132,363 0 12 Jun 2017
JFLEG: A Fluency Corpus and Benchmark for Grammatical Error Correction Courtney Napoles Keisuke Sakaguchi Joel R. Tetreault 45 204 0 14 Feb 2017
Google's Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation Melvin Johnson M. Schuster Quoc V. Le M. Krikun Yonghui Wu ... F. Viégas Martin Wattenberg Gregory S. Corrado Macduff Hughes Jeffrey Dean 124 2,096 0 14 Nov 2016
Improving Neural Machine Translation Models with Monolingual Data Rico Sennrich Barry Haddow Alexandra Birch 257 2,723 0 20 Nov 2015