TASK DEFINITION: In this task, you are given product reviews about dvds. The goal is to classify the review as "POS" if the overall sentiment of the review is positive(the reviewer is satisfied) or as "NEG" if the overall sentiment of the review is negative(the reviewer is not satisfied).
PROBLEM: The pits . I'm a huge Tom Berenger fan but I simply can't say anything good about this film.  The plot is horrible, the acting unconvincing (even Berenger), the dialouge laughable and the ending, well, sour to say the least.  The pits

SOLUTION: NEG

PROBLEM: I walked out of the Theater on this flick.... . I was a Sophomore in HS and went to this cartoon with my cousins, What a mistake! I walked out and sat in the car till it was over.  It was awful.  I think it is sick that even grown ups think this is so amusing to watch cartoon characters have sex.  I wouldn't even rate it a "1" star.  More like Zero Stars

SOLUTION: NEG

PROBLEM: One of the better poker DVDs, just a little boring . This DVD is pretty good, but the reviews I had read led me to believe I was really going to get an amazing batch of pro secrets. The DVD is good and she does tell some things that you probably haven't heard anywhere else. I am speaking specifically about her ideas she got from her conversations with the FBI and her tips on how to deal with a maniac at the table. I really thought those two areas were exceptional. It always seems like common sense after you hear it, but she really does clear a lot of things up and does a good job of providing a lot of information.     A few downsides to mention: She discusses a lot about tells and sizing up an opponent. I only play online, so this stuff didn't help me. Also, when she discusses a tell, she performs it herself as she talks about it. When Lederer discussed tells in his DVD, he had actors play them out in a scenario, which I thought was both entertaining and more helpful to remember. The DVD never leaves a poker table with her just talking--which decreases the desire to watch it a lot of times. Had she ventured into the casino a few times to show a hand or something to change things up a little, I think it would have been better. Basically, the DVD gets a little boring after watching it a time or two.     Wrapping up this review, you have Annie Duke sharing her thoughts on how to take care of business at the poker table. It might not be the most entertaining DVD you ever buy, but there is some good information on the DVD. Definitely worth the price to have a pro player give up 90 minutes of their time. If you only play poker online, you can skip this one and wait for her online poker DVD. It should be a better choice. If you play some live poker, I think you'll definitely want to know the information on this DVD. It could really make you more dangerous at the tables.

SOLUTION:
POS