This does named-entity recognition tagging, which is harder. Also POS results are still not that good on out-of-vocabulary words, so using a word representation

This does named-entity recognition tagging, which is harder. Also POS results are still not that good on out-of-vocabulary words, so using a word representation that includes sub-word ngrams (like FB Fasttext) can improve results on OOV words.