A Multilayer Convolutional Encoder-Decoder Neural Network for Grammatical Error Correction

Benchmark Model Rank Results
grammatical-error-correction-on-conll-2014CNN Seq2Seq#22F0.5: 54.79
grammatical-error-correction-on-conll-2014-1CNN Seq2Seq#2F0.5: 70.14
grammatical-error-correction-on-jflegCNN Seq2Seq#5GLEU: 57.47
grammatical-error-correction-on-restrictedCNN Seq2Seq#1F0.5: 70.14 (measured by Ge et al., 2018)