3 Attention-based LSTM with Aspect Embedding 3.1 Long Short-term Memory (LSTM) Recurrent Neural Network(RNN) is an extension of conventional feed-forward neural network.
most of these studies focus on building sentiment classifiers with features, which include bag-of-words and sentiment lexicons, using SVm (mullen and Collier, 2004).