This data set does not contain external data for language model training, so our approach of using a separate corpus for this task could not be applied.
in this experiment our solution differs only in the method for text encoding -the baseline  Table 2: Accuracy results for (Schwartz et al., 2013) data set, compared with results obtained in (Shrestha et al., 2017) for 50 authors.