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: Blue October.. instead. . Is it true that the lead singer for Hinder only records while he is on the toilet constipated? His voice sounds so. The way he sings "Lips of an Angel" makes me want to punch him in the face! I'd rather pick dried semen out of my pubic hair over listening to this group. I seriously almost tripped and fell at work trying to get to the radio and change the station before I heard the chorus!

SOLUTION: NEG

PROBLEM: Michelle Branch rocks! . I got this yesterday for Christmas after hearing the song, " You Set Me Free" used on the Ice Princess Soundtrack, and i love it! Well, most of it. Here's my review of The Spirit Room.    1. Everywhere- 9/10- A fun and upbeat song. Pretty good, love the intro to it.     2. You Get Me- 5/10- It's pretty, but just too slow to me. Maybe it'll grow on me eventually.     3. All You Wanted- 10/10- The BEST on the album. Love it! Was this a single? If not, it definalty should have been.     4. You Set Me Free- 10/10- Like i already wrote, I got this CD after hearing this song on Ice Princess. Really good and fun to sing to.     5. Something to Sleep To- 7/10- OK. You should listen to it if you want to go to sleep. I still think it's OK.    6. Here With Me- 9/10- Love the beginning and the chorus. It seems like a really good song for a party.    7. Sweet Misery- 6/10- OK also. I just don't really like how the chorus is and it's too short.    8. If Only She Knew- 10/10- Fun and cool. One of my favorites.     9. I'd Rather Be in Love- 7/10- Sounds alot like Sweet Misery.    10. Goodbye to You- 8/10- This is a really pretty song about moving on in life.    11. Drop in the OCean- I don't really get this song. I'm not going to rate it.    Overall, this CD gets an A. It's pretty good. I think you should buy it

SOLUTION: POS

PROBLEM: The Greatest Show On Earth . Most of Em's fans think that The Marshall Mathers LP is his best work but I beg to differ. The Eminem Show is his greatest album for many reasons. 1-He handled all the production except 3 songs ("Business", "Say What U Say", & "My Dad's Gone Crazy") all of which was produced by the great Dr. Dre, 2-he kept all guest appearances to a minimum, 3-his flow improved greatly. The best song has to be "Square Dance", a song that show how well he rides the beat with ease. Let's hope Em can put out another album that can match the intensity of The Eminem Show.    Top 5 Songs  1. Square Dance  2. Say What U Say f/ Dr. Dre  3. Say Goodbye Hollywood  4. When The Music Stops f/ D12  5. Til I Collapse f/ Nate Dog

SOLUTION:
POS