Recent work has shown benefits of combining conventional lexical information into neural cross-lingual part-ofspeech (PoS) tagging <cite>(Plank and Agić, 2018)</cite> . However, little is known on how complementary such additional information is, and to what extent improvements depend on the coverage and quality of these external resources.