Or you could use a pre-trained list like the ones from Google [1]. If not you probably solved an open problem in the area and publishing it would help us not to lose time trying to solve it again.

[1] - https://code.google.com/archive/p/word2vec/

Edit: word2vec on tensorflow tutorial https://www.tensorflow.org/versions/r0.7/tutorials/word2vec/...