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: you could fit a puppy in there . woww oh yea um no talent. not fun to listen to, way to much unneccessary screaming. nothing goes well with anything. this is the only screamo band tht can give me a headache..sorry. the only ok song is TO the Readers. All the other ones are repetitive and just are not goo

SOLUTION: NEG

PROBLEM: Offensive, and hilarious . I recently saw this guy live even though I was only familiar with "What If That Guy From Smashing Pumpkins Lost His Car Keys". Unless you are easily offended, go see him live. You won't regret it, he interacts with the audience a lot. I picked up this CD at the merch table after his show. Lynch's combination of acoustic guitar and innocently wicked lyrics will leave you in pain from laughing so hard. I like the fact that this was recorded before a live audience, because it captures the experience of seeing him at a show. That's what led me to buy this instead of "A Little Bit Special". The audience reaction to the songs on "Superhero" adds so much to the album. My personal favorites are:    Dr. Stephen - I love the way you expect him to say a certain word, then he says something completely innocent instead. You have to listen to know what I'm talking about.    Superhero - This song is a good example of the audience interaction at his shows. I like the audience-chosen superheroes, but I probably can't repeat the names here.    What If That Guy From Smashing Pumpkins Lost His Car Keys - Catchy title for a catchy song. Whether you like the Smashing Pumpkins or not (I do), you will find this short song hilarious. It's a really great impression of Billy Corgan.    Mother's Day - Also very short, but such an unexpected ending.    Taxi Driver - Oh man, I almost p*ssed myself the first time I heard this song! It starts out as a folk song until you hear what the taxi driver said. Totally politically incorrect, but so funny! This is my current favorite track.    Best Friends Song - This duet with Mark Teich starts out friendly and quickly becomes a song about how the one friend wants to nail  the other friend's little sister. Another one you have to hear to appreciate.    I also like the bonus track at the end which contains "Lullaby (live)" and "Special Olympics (live)". Lullaby is great, and explains to his daughter "why Mommy left us". This album is a good place to start if you like dark offensive humor

SOLUTION: POS

PROBLEM: Too much fanfare . For me, the performance simply missed the mark. A capable choir should be able to stand forth and sing out without a surround of distracting instrumentation. Though the poor have already suffered enough, I promptly gave my copy of this CD to charity. For that I beg forgiveness

SOLUTION:
NEG