Deep learning comes to sentiment analysis. This sounds like an obvious next step for deep learning methods given the breakthroughs in the past few years. Keep in mind that these algorithms are not understanding the_meaning_ of the sentence, they are just learning whether the intent behind the sentence is positive or negative. This will be a huge achievement on its own once it can be done reliably. Imagine how much harder full understanding would be.
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