Indeed, we were further surprised to discover that by adjusting our framework to be similar to that presented in Akiva and Koppel (2013) and<cite> Aldebei et al. (2015)</cite> -by replacing POS n-grams with ordinary word occurrences in step one -our framework performed very well, clustering at 95.3%.