As will be seen in the following experiment (Experiment-II) using the Blog dataset as well, the performance of PCFG models is very close to that of unigram language models.
one might wonder whether PCFG models are learning any useful syntactic pattern beyond terminal productions that can help discriminating gender-specific styles in language.