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    • Models and training scripts for the English, German and Russian MAGEC systems described in R. Grundkiewicz, M. Junczys-Dowmunt: Minimally-Augmented Grammatical Error Correction, W-NUT 2019.
      Python
      11220Updated Jul 7, 2021Jul 7, 2021
    • This repository contains materials for our tutorial on automatic grammatical error correction: R. Grundkiewicz, C. Bryant, M. Felice: A Crash Course in Automatic Grammatical Error Correction, COLING 2020.
      TeX
      53800Updated Dec 12, 2020Dec 12, 2020
    • Models, system configurations and outputs of our winning GEC systems in the BEA 2019 shared task described in R. Grundkiewicz, M. Junczys-Dowmunt, K. Heafield: Neural Grammatical Error Correction Systems with Unsupervised Pre-training on Synthetic Data, BEA 2019.
      Shell
      MIT License
      85011Updated Oct 22, 2019Oct 22, 2019
    • Neural models and instructions on how to reproduce our results for our neural grammatical error correction systems from M. Junczys-Dowmunt, R. Grundkiewicz, S. Guha, K. Heafield: Approaching Neural Grammatical Error Correction as a Low-Resource Machine Translation Task, NAACL 2018.
      Python
      MIT License
      158850Updated Jun 13, 2019Jun 13, 2019
    • Baseline models, training scripts, and instructions on how to reproduce our results for our state-of-art grammar correction system from M. Junczys-Dowmunt, R. Grundkiewicz: Phrase-based Machine Translation is State-of-the-Art for Automatic Grammatical Error Correction, EMNLP 2016.
      Perl
      MIT License
      176920Updated May 27, 2019May 27, 2019
    • Webpage on Automatic Grammatical Error Correction, http://grammatical.github.io
      HTML
      1460Updated Mar 31, 2017Mar 31, 2017
    • Data and scripts for our EMNLP 2015 paper: Grundkiewicz, Roman and Junczys-Dowmunt, Marcin and Gillian, Edward. Human Evaluation of Grammatical Error Correction Systems. Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing. 2015.
      Python
      01010Updated Mar 23, 2017Mar 23, 2017