Github user PhoenixDai commented on the pull request:

    https://github.com/apache/spark/pull/11812#issuecomment-212915342
  
    My observation (of the current implementation of word2vec) is that the 
distances between synonyms are getting larger and larger with more iterations 
and finally to infinity. (Hope this observation can be a little bit helpful 
with locating the root cause.)


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