What wodenokoto said, and also look up "Word Embeddings", word2vec is a popular method. https://www.tensorflow.org/versions/r0.7/tutorials/word2vec/index.html

What wodenokoto said, and also look up "Word Embeddings", word2vec is a popular method. https://www.tensorflow.org/versions/r0.7/tutorials/word2vec/index.html https://www.tensorflow.org/versions/r0.7/tutorials/word2vec/... There's a bunch of blogs, tutorials, etc, around word2vec and other methods of generating vectors from a training set of words. Also, in the tensorflow models codebase where this syntaxnet code lives, there is an another tensorflow-using-method of generating word embeddings with demonstration code called Swivel https://github.com/tensorflow/models/tree/master/swivel https://github.com/tensorflow/models/tree/master/swivel