(2) In SVM+Ngrams, we use bag-of-unigrams and bag-of-bigrams as features and train SVM classifier with LibLinear (Fan et al., 2008) 5 .
to this end, a simple strategy is ignoring the order of sen- Figure 3: Document modeling with gated recurrent neural network.