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: Disapointing Action Movie . I really like Wesley Snipes and I really like action movies. This movie disappointed on both accounts. I had to wonder what Snipes was thinking in doing this film. I still think he is a great actor and could draw people into theaters, so why do a straight-to-video movie. Truthfully I didn't even read the cover before renting it because it was Wesley Snipes but even if I did I would have still rented it. The movie starts out ok with a really ingenious armored car heist, which of course goes bad and turns into a pretty neat car chase. After that, the movie seems to fizzle out. There is not much dialogue and I think the writers put more effort into the heist than the rest of the film. The acting is pretty bad all around, although I think Snipes did what he could with what he as given. The directing is frazzled and just plain weird. I didn't like it much at all. I think the director was trying to add action to the film by his style of directing but to me it just made things worse. Given the right attention, this movie could have been great but I get the feeling everyone just wanted to get it released as soon as they could. It has potential, but in my opinion, everyone involved in it just fell flat. I had trouble getting through the whole thing. If you are a die hard Snipes fan then you might want to rent it, but I don't give any guarantees as to whether you will like it or not. It just might be worth renting simply to see the beginning because the heist is definitely one of the most intelligent and ingenious I have ever seen. Don't expect much and marvel at the heist and you just might not feel like you've wasted your time watching it. Only buy it if you are an avid fan who must have a copy of every movie your favorite actor has made regardless of how good they are
Student:
NEG