Here, we applied the Conditional Random Fields-based Stanford POS tagger (Toutanova et al., 2003) and carried out 5-fold-cross POS training/tagging inside the subcorpora.
in Hungarian, morphological information is of help in such sentences, as it is not the position relative to the verb but the case suffix that determines the grammatical role of the noun.