As is consistent with the literature de Lhoneux et al., 2017a;Smith et al., 2018b), using characterbased word representations and/or POS tags consistently improves parsing accuracy but has a different impact in different languages and the benefits of both methods are not cumulative: using the two combined is not much better than using either on its own.
character models are an efficient way to obtain large improvements in morphologically rich languages.