Teacher: 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.
Teacher: Now, understand the problem? If you are still confused, see the following example:
The Bee Gees-Their Greatest Hits . Fabulous-This is a must have for any Bee Gee fans. My 4 year old daughter even likes this music
Solution: POS
Reason: The overall sentiment of the review is positive as the reviewer refers to the music piece with positive expressions such as 'must have', 'likes' etc. Hence, the label is 'POS'.

Now, solve this instance: Dream Theater couldn't get any better, but did they have to get worse? . I'm a huge fan of Dream Theater, owning all their studio albums, and some singles. I loved SFAM, I&W, SDOIT, and Awake. After their peak at SFAM, I didn't expect them to release anything better. But I didn't expect them to release anything that was too bad. They did. Octavarium, flat out, isn't Dream Theater. No guitar or drum solos, not flourishes, no pretenstious and self-indulgent metal peices. Buy this if you like U2 or Coldplay, don't buy it if you like Dream Theater.
Student:
NEG