We also looked at the classification accuracy for different parts of speech in Figure 5. we notice that, in the case of 10-fold cross validation, the performance is consistent across parts of speech.
when we only use 14 seeds all of which are adjectives, similar to (Turney and Littman, 2003), we notice that the performance on adjectives is much better than other parts of speech.