Detailed Instructions: 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).
See one example below:
Problem: 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
Explanation: 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'.

Problem: SUPERB LOOK AT THE EMPTINESS AND MADNESS OF STOLEN LOVE . Written by playwright Noel Coward, directed by David Lean, starring Celia Johnson and Trevor Howard, and set to the impassioned music of Rachmaninoff's Concerto No. 2, this is a story about two people living quietly dull lives, married to equally dull spouses, who suddenly find someone interesting to share a brief encounter with. This masterful film shows how hungry normal, ordinary people are for the feeling that life is exciting, and that there is someone who finds them interesting to share it with. The normal avenue for such a relationship would have been their own spouses; but they are unable to find it there, somehow. So they find it one day, accidentally, illicitly, secretly, dishonestly, soul wrenchingly in a stranger. Now these quietly dull souls become quietly desperate souls, as they realize that stolen love comes with a price, and that what had promised to bring them boundless happiness is instead bringing them more sorrow than they have ever known before. I found many parallels in this movie with other quietly desperate people that I know: friends of mine who have tried to find happiness illicitly, secretly, dishonestly in work, sex, alcohol, drugs, co-dependent relationships, etc. I think this movie has a powerful message for our times. It is not about a love relationship that was doomed because of a stricter social and moral code than we have today; it is about the emptiness and madness of stolen love of any kind. I love the way the film ends, with repentance, forgiveness and reconciliation. This film is a timeless gem. Waitsel Smit
Solution:
POS