However, the corpus was originally collected for the purpose of corpus linguistic investigations, and because of this contains some idiosyncrasies that make it problematic for the task of NLI (Brooke and Hirst, 2012).
a modified version of the corpus that has been normalized as much as possible for topic and character encoding (Tetreault et al., 2012) is used.