Previous studies in document classification attempted to address these issues by employing multilingual word embeddings, which allow direct comparisons and groupings across languages (Klementiev et al., 2012;Hermann and Blunsom, 2014;Ferreira et al., 2016).
they are only applicable when common label sets are available across languages which is often not the case (e.g.