The C4_200M Synthetic Dataset for Grammatical Error Correction

2 · Google AI Research · Aug. 10, 2021, 5:24 p.m.
Posted by Felix Stahlberg and Shankar Kumar, Research Scientists, Google Research Grammatical error correction (GEC) attempts to model grammar and other types of writing errors in order to provide grammar and spelling suggestions, improving the quality of written output in documents, emails, blog posts and even informal chats. Over the past 15 years, there has been a substantial improvement in GEC quality, which can in large part be credited to recasting the problem as a "translation" task. Wh...