I was reading this paper -- in preparation for a job interview -- and I was trying to determine what the advantages and disadvantages of the approach were. So I feel that the advantages were stated by the author. But the disadvantages-- I could only think of the fact that the sparse vector representations would take up more space... Would you have any insight to offer about this? THanks!
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