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First provide a summary of the paper, and then address the following criteria: Quality, clarity, originality and significance. In this paper the authors propose a flexible RBM choice model that can be used to learn the typical choice phenomena, including the similarity effect, the attraction effect, and the compromise effect. The author also show that their choice model is equivalent to a restricted Boltzmann machine whose parameters can be learned efficiently. Quality: The paper is technically sound. It would be nice if the author could discuss more limitations of this work.