Github user srowen commented on a diff in the pull request:
    --- Diff: 
mllib/src/main/scala/org/apache/spark/mllib/feature/Word2Vec.scala ---
    @@ -580,7 +581,15 @@ class Word2VecModel private[spark] (
           ind += 1
    -    val scored =
    +    val ord = new Ordering[(String, Double)] {
    +      override def compare(x: (String, Double), y: (String, Double)): Int 
= x._2.compareTo(y._2)
    +    }
    +    val pq = new BoundedPriorityQueue(num + 1)(ord)
    --- End diff --
    I think you can just pass `` instead of defining a 

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