It has the advantage of fading out content in favor of more shallow patterns still based on the original text, without introducing additional processing such as part-of-speech tagging.
we investigate to what extent gender prediction can rely on generic non-lexical features (RQ1), and how predictive such models are when transferred to other languages (RQ2).