3 riejohnson.com/cnn_download.html   fication, vice versa on topic classification, and the winner generally outperforms the conventional bagof-n-gram vector-based methods, as well as previous CNN models for text which are more complex.
to our knowledge, this is the first work that has successfully used word order to improve topic classification performance.