To prevent over-generalization and at the same time exploit suffixes, we propose as our first extension to G&G's framework a hybrid approach to word/suffix emission: a word is emitted if it is present in the word-based POS lexicon; otherwise, its suffix is emitted.
our approach imposes suffix-based constraints on the tagging of words that are unseen w.r.t.