Github user srowen commented on the issue:

    https://github.com/apache/spark/pull/15179
  
    Yes that's better IMHO. It makes this more consistent. Word2Vec was the 
only case that looked for an exact match on nullability when it was expecting 
nullable input (i.e. pointlessly disallowed non-null input)


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