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

Shamil Chollampatt, Hwee Tou Ng

We improve automatic correction of grammatical, orthographic, and collocation errors in text using a multilayer convolutional encoder-decoder neural network. The network is initial…