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).
One 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 is here: 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'.

Now, solve this: A must-have and must-see . If I had to choose ONE movie to show and teach students the secrets of great actors-directing, it would be this one. The destiny of Peter Bogdanovich is amazing: celebrated as one of the world's best directors in the early 70s, he fell into disgrace because of private problems in the 80s, and rarely got a chance to direct anymore except for TV. Somehow it reminds me of the destiny of Wim Wenders, also celebrated as the new big thing in the 70s, and much disregarded today. Both judgements were excessive. They probably weren't the best directors in the world in the 70s - but surely aren't the worst today. This movie is a little, much under-rated and overlooked, certainly humble and understated gem. Bogdanovich shows here what it means to direct actors in a way that enhances their performances and brings out deep emotions. This is not a superficial movie. Instead, it is one that bears repeated viewings. And it has much of what life has: truth, emotions, changes. I especially like the ending. It seems to get back to the beginning, but it's not. Somehow, everything is there, but everything has changed forever. It's a happy ending, but bittersweet too. And like real life, it goes on, on a road where you can't follow, just like those friends you had and never met again, or just like your past memories. I've been waiting for a decade to get a dvd of this movie. And I bought it immediately as it came out, because it is really unsure that they may ever reprint this once the first bunch is gone. So get it, don't miss it, this is the best advice I can give. Don't miss the experience of this movie. This is no special fx movie. This is actors cinema at its best. Something rare
Solution:
POS