TASK DEFINITION: Given a review text from amazon and its polarity (either positive or negative). Generate answer "True" if given sentence and its polarity match, otherwise generate answer "False". A review is considered positive if the reviewer is satisfied with the product. Otherwise, it is considered negative.
PROBLEM: Review: It isn't very often that I turn off a movie and walk away before it has ended but this movie was deserving of such behavior. Damn you Michael Bay for killing my childhood memories about Transformers. I believed that you were sincere when apologizing for the previous embarrassment that netted you a lot of money and wanted to believe that this movie would be better. No, it wasn't. Where is your pride? Better yet, where is your soul. Wait, I can see it circling the drain ready to disappear forever. I will never watch any of your movies again and hope the same for others. you. sick. bastard. 
 Polarity: Negative

SOLUTION: True

PROBLEM: Review: I have only read the first 44 pages of this book, so I'd need to read the rest. So far, though, it is interesting but seems fuzzy. The writer makes a lot of claims but I was rarely sure if they were proven or just speculation. This is the kind of sentence that makes me queasy:"Given all the activations happening at once [in the brain], physical performance probably uses 100 precent of the brain" (p. 39).Probably? Why? Does any one activity use 100 percent of the brain? And if physical performance does, why is that important? 
 Polarity: Negative

SOLUTION: True

PROBLEM: Review: 30 minutes into it and I'm bored out of my mind. Woe is me "hero", terrible acting, yes it's an action movie, so let's see some action, don't try to wow me with dialog. If you're looking for something to grab your attention, this isn't it. Thankfully I didn't have to pay for the movie. 
 Polarity: Negative

SOLUTION:
True