(2) In the in-domain setting, with the same amount of training data (8,000), our BiLSTM method with syntactic features (BiLSTM+SynFeat and BiLSTM+SynFeat+ILP) performs similarly to or better than the LSTM+ method proposed by<cite> Filippova et al. (2015)</cite> , in terms of both F1 and accuracy.