TASK DEFINITION: In this task, you are given music product reviews in English language. The goal is to classify the review as "POS" if the overall sentiment of the review is positive or as "NEG" if the overall sentiment of the review is negative.
PROBLEM: Your stupid mouth will get you in trouble. . I just want to put it out there...Audra McDonald is an absolute genious. Everything she touches turns to gold, and I just want to smack some of you for saying that she failed in her attempt to make a great record. This may not be the audra that we are used to, but if you listen closely she's near by. So this CD is a little less difficult vocally. So what? My favorite quality of Ms. McDonald's is that she is emotionally connected to whatever she is singing. She could record twinkle twinkle little star and I would want to listen to it over and over again because she tells a story. So if you buy this CD, listen to it more than once. Let it grow on you. Let Audra do her thang children. Let her do her thang.

SOLUTION: POS

PROBLEM: Great Drinking Album! . Break down and burn your fence for this one. It is worth the fumes. I was living in a place in Tucson for this release and we burnt the whole fence down

SOLUTION: POS

PROBLEM: Is this what I expected or not? . An album of outtakes and rarities is an odd thing.  Obviously, the songs weren't good enough to make the album they were originally intended for.  Either that or the artist felt they didn't fit right.  So how does one go about grading an album of this type?  It's not easy.    Graded as a stand-alone album on its own merits, I'd give this one a single star.  Marked by inconsistencies and a lack of flow, it's a poor effort that starts out extremely strong and ends gasping for breath.    Graded as a complementary album to "Illinois," however, I'd give it three stars.  I can understand why the songs weren't used and find several of them worth repeated listening.    If i could give half stars, this album would get 1.5 simply because of the overwhelming length.  The respective lengths of "Illinois" and "Michigan" weren't an issue as the albums both contained an overwhelming amount of good tracks.  A compilation like this of rarities and b-sides would have been better served as a 35-40 minute production rather than the 75-minute opus this package is

SOLUTION:
NEG