The sentence representation can be naturally considered as the feature to predict the sentiment polarity of sentence.
each word is represented as a low dimensional, continuous and real-valued vector, also known as word embedding (Bengio et al., 2003;Mikolov et al., 2013;Pennington et al., 2014;.