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GMEG-wiki and GMEG-yahoo
The GMEG-wiki and GMEG-yahoo datasets are used to evaluate the proposed approach. -
CoNLL-2014
The task of grammatical error correction (GEC) is to map an ungrammatical sentence xbad into a grammatical version of it, xgood. -
LM-Critic: Language Models for Unsupervised Grammatical Error Correction
Training a model for grammatical error correction (GEC) requires a set of labeled ungrammatical / grammatical sentence pairs, but manually annotating such pairs can be expensive.