That's still a bit far fetched. "Weakly supervised" refers to using a small amount of labeled data. This is not the case for word2vec and similar embedding meth

That's still a bit far fetched. "Weakly supervised" refers to using a small amount of labeled data. This is not the case for word2vec and similar embedding methods. As a matter of fact, rather, the method presented here, sense2vec, would qualify, at it indeed is weakly supervised.