While this error detection problem can be modeled as sequential labelling task, we choose simple classification model as the benchmark.
we use an Mutilayer Perceptron (MLP) as the detection model which takes all above features in for each source word s i to choose one of the labels in {OK, W, WT, M, MT} as the prediction.