Artificial Error Generation with Machine Translation and Syntactic PatternsArtificial Error Generation with Machine Translation and Syntactic PatternsRei, Marek and Felice, Mariano and Yuan, Zheng and Briscoe, Ted2017
Paper summarymarekInvestigating methods for generating artificial data in order to train better systems for detecting grammatical errors. The first approach uses regular machine translation, essentially translating from correct English to incorrect English. The second method uses local patterns with slots and POS tags to insert errors into new text.
https://i.imgur.com/xEMm1oM.png
Investigating methods for generating artificial data in order to train better systems for detecting grammatical errors. The first approach uses regular machine translation, essentially translating from correct English to incorrect English. The second method uses local patterns with slots and POS tags to insert errors into new text.
https://i.imgur.com/xEMm1oM.png