Context is Key: Grammatical Error Detection with Contextual Word Representations

WS 2019 Samuel BellHelen YannakoudakisMarek Rei

Grammatical error detection (GED) in non-native writing requires systems to identify a wide range of errors in text written by language learners. Error detection as a purely supervised task can be challenging, as GED datasets are limited in size and the label distributions are highly imbalanced... (read more)

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