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: There is absolutely nothing captivating about this novel. Throughout the novel, only 3 major events occur: one in the beginning, one in the middle, and one at the end. The characters are flat and difficult to relate to. Overall the book was decent at best and could have been completed in no more than 50 pages or so. Hawthorne's writing is totally ridiculous. He goes on and on stating irrelevant details and fills page after page with unnecessary imagery. These pages consist of long paragraphs, some which encompass multiple pages. If I didn't have to read this for class I definitely would not have read it on my own. I'm not saying that it is a difficult novel, but it is an unpleasant one. In the end, if you are looking to read great American novels, skip over this one and go read some Steinbeck or Twain.
Polarity: Negative

SOLUTION: True

PROBLEM: Review: Somebody from higher places should have stopped Mr. Higgins and the publisher from putting this book on the market.Its quite disturbing to see the absence of integrity and sense of responsibility in providing a joy of reading to the public.All along, I had fight off the growing urge of disposing this disastrous novel only because the shipping charge cost more than the book itself.Yet, once I overcame my frustration and finished the book, I regretted not heeding to my senses.Its obvious that Mr. Higgins had no heart in writing this book, and he made no effort in showing creativity with words.I was about to scream my head off when he kept rehashing the same phrases (e.g., browning with carswell silencer) over and over again in every single chapter!!This book made me a true anti-Higgins....
Polarity: Positive

SOLUTION:
False