Recently, neural network models have been used for AES (Alikaniotis et al., 2016;Dong and Zhang, 2016;Taghipour and Ng, 2016), giving better results compared to statistical models with handcrafted features.
distributed word representations are used for the input, and a neural network model is employed to combine word information, resulting in a single dense vector form of the whole essay.