Our study also shows that the proposed method is very effective for such natural language tasks compared to more complex neural network architectures such as deep CNN (Lee and Dernoncourt, 2016) and RNN variants (Khanpour et al., 2016;<cite> Ortega and Vu, 2017)</cite> .