Looks like author is comparing document vectors using nearest neighbour.

I thought cosine similarity was considered the best measurement for closeness of word and document vectors.

Well, I created a poem generator some ages ago using markov chains! It was darn good!

The intersection of lit and script is pretty cool! Also, well documented repo