Teacher: 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).
Teacher: Now, understand the problem? If you are still confused, see the following example:
My Kids Love It . My 2 & 3 year old love this movie. They love to dance to the music. Garfield is so entertaining. This was a great buy.
Solution: POS
Reason: The overall sentiment of the review is positive as the reviewer refers to the dvd with positive expressions such as 'love it', 'entertaining', 'great' etc. Hence, the label is 'POS'.

Now, solve this instance: It hurts so bad... . This is not just a film about teen angst altho it is that also; extremely so. But it is more so an allegory about how wrong our middle class American culture can go and how, horrifically, the American Dream can turn into a nightmare as much for the people who go on living it as well as for the titular suicides. I think James Woods and Kathleen Turner were excellent casting choices as the parents and both roles that were so out of type and yet fit so perfect that you have to wonder who was inspired to cast them. It hurts so bad to watch this movie but you can't help yourself because even though you're watching for the 5th time it still sucks you in and you really start to root for this family to pull it all together and save themselves. Every time you root with all your heart; every time
Student:
POS