Minor Description
The word2vec implementation operates on word counts, and uses a hard-coded value of 1e9 to mean "a very large count, larger than any actual count". However this causes the logic to fail if, in fact, a large corpora has some words that really do occur more than this many times. We can probably improve the implementation to better handle very large counts in general.
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