In this sense, similarly to our previous study using SVMs (Ribeiro et al., 2015) , <cite>Liu et al. (2017)</cite> concluded that providing that information in the form of the classification of the surrounding segments leads to better results than using <cite>their words</cite>, even when those classifications are obtained automatically.