This has enabled Neural Machine Translation (NMT) sequence-tosequence (S2S) models and techniques to be applied to the GEC task (Tao et al., 2018b;Chollampatt and Ng, 2018;.
the efficacy of NMT techniques is degraded for low-resource tasks (Koehn and Knowles, 2017).