Previous work on using deep learning-based methods for POS tagging has focused either on a single language (Collobert et al., 2011;<cite> Wang et al., 2015)</cite> or a small set of languages<cite> (Ling et al., 2015</cite>; Santos and Zadrozny, 2014 ).