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    • A computationally efficient algorithm for learning topical collocation models 

      Pate, John K.; Zhao, Zhendong; Du, Lan; Börschinger, Benjamin; Ciaramita, Massimiliano; Steedman, Mark; Johnson, Mark (2015)
      Most existing topic models make the bag-of-words assumption that words are generated independently, and so ignore poten-tially useful information about word order. Previous attempts to use collocations(short sequences of ...