Github user jkbradley commented on a diff in the pull request:

    https://github.com/apache/spark/pull/5661#discussion_r29116118
  
    --- Diff: mllib/src/main/scala/org/apache/spark/mllib/clustering/LDA.scala 
---
    @@ -42,17 +37,6 @@ import org.apache.spark.util.Utils
      *  - "token": instance of a term appearing in a document
      *  - "topic": multinomial distribution over words representing some 
concept
      *
    - * Currently, the underlying implementation uses Expectation-Maximization 
(EM), implemented
    - * according to the Asuncion et al. (2009) paper referenced below.
    - *
    - * References:
    - *  - Original LDA paper (journal version):
    --- End diff --
    
    This 1 reference should stay here.


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