Our morpheme-based model morph2vec learns better word representations for morphologically complex words compared to the word-based model word2vec <cite>(Mikolov et al., 2013)</cite> , character-based model char2vec (Cao and Rei, 2016) , and the character n-gram level model fasttext (Bojanowski et al., 2017) .