Traditional approaches (Jiang et al., 2011;Kiritchenko et al., 2014;Vo and Zhang, 2015) regard this task as the text classification problem and design effective features, which are utilized in statistical learning algorithms for training a classifier.
the simple average pooling in generating the guide vector might bring some information loss, especially for the aspect with multiple words or larger context.