You don't even need word2vec good old cosine sim or an svm on the descriptions would classify theses. But if you're stuck with just the titles, just make some m

You don't even need word2vec good old cosine sim or an svm on the descriptions would classify theses. But if you're stuck with just the titles, just make some more patterns. There's not much you can do without building a simple dictionary.