Neural Grammatical Error Correction Systems with Unsupervised Pre-training on Synthetic Data

Roman Grundkiewicz, Marcin Junczys-Dowmunt, Kenneth Heafield. Neural Grammatical Error Correction Systems with Unsupervised Pre-training on Synthetic Data. In Helen Yannakoudakis, Ekaterina Kochmar, Claudia Leacock, Nitin Madnani, Ildikó Pilán, Torsten Zesch, editors, Proceedings of the Fourteenth Workshop on Innovative Use of NLP for Building Educational Applications, BEA@ACL 2019, Florence, Italy, August 2, 2019. pages 252-263, Association for Computational Linguistics, 2019. [doi]

Authors

Roman Grundkiewicz

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Marcin Junczys-Dowmunt

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Kenneth Heafield

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