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This repository exhibits the power and the importance of domain knowledge(in this case, it's English grammar) in building good features and a good model. However, if you want to solve this problem today, my recommendation would be train a Bi-directional LSTM model - Primarily, because of the availability of ready made, free and massive amount of…