From words to phrases

I got here from the blog article at https://multithreaded.stitchfix.com/blog/2016/05/27/lda2vec/#topic=38&lambda=0.33&term=

I notice that sometimes phrases are considered such as 'classified information' or 'drone strikes'. Since word2vec is at word level only, how did you tackle phrases? Thanks