In this work we present a deep neural network architecture that takes advantage of the construction of convolutional neural network (CNN) and recurrent neural network (RNN) and joint them together for sentimental analysis of short texts.
our pooling operation on adjacent words is able to retain the local features and their sequential relations in a sentence.