We also compare our performance against prior work using HMMs (Stolcke et al., 2000) and recent deep learning methods like CNN<cite> (Lee and Dernoncourt, 2016)</cite> , RNN (Khanpour et al., 2016) and RNN with gated attention (Tran et al., 2017) .