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: I Liked It Very Much . I rarely watch American TV anymore because of the chance to see crime drama at it's best like the "Touching Evil" series. I have epals that I share my favs with and visa-versa. The "Touching Evil" series was recommended by an epal because of it's intelligent drama. I rented it, for the lowest price, of course, just in case it wasn't worth the cash. I really liked it. I do have my favorite episodes, though. The first episode, "The Lost Boys" of the series and the first episode in Series 3. Series 2 and 3 do not have specific episode titles, so I call this one, "Hearts". "The Lost Boys" introduces Detective Inspector Dave Creegan(Robson Green) to us. Creegan is volitile, yet brilliant. He had been wounded in the line of duty, which was followed by psychiatric counselling. It makes one wonder why ACC Enwright(Michael Feast) called him back into service. Creegan's emotional volitility caused the breakup of his marriage. After getting to know Creegan as a character, the audience can see why. Creegan is a "driven" man and has instincts that can see through the mask of a criminal as he does in "The Lost Boys". Creegan sees through the mask of university professor Ronald Hinks(Ian McDiarmid-Sen. Palatine from Star Wars). Creegan fights with Enwright and other team members to get Hinks arrested for kidnapping 3 boys, but Hink's lawyers have a larger case for Creegan's harrassment of Hinks. Creegan is teamed up with DI Susan Taylor(Nicola Walker), Detective Sargent Jonathan Kreitman(Adam Kotz) and Detective Constable Mark Rivers(Shaun Dingwall). There is conflict almost immediately between the team members. I would like to see a 4th "Touching Evil" series, if only to clean up some questions before ending this intelligent series. My biggest question, of course, is "Why did Enwright bring Creegan back in the first place?" Creegan made it clear that he was a "one-to-one" person and that selling ice cream would probably be the best job he would enjoy AND he was psychologically unstable. There is also the question of why Taylor was picked to partner with Creegan. "Hearts" is just plain brilliant. All the actors are at their best in this one, but Robson Green stands out. After the murder of a friend, he finally crosses that psychological line. Green is brilliant followed by Andy Serkis(Dr. Michael Lawler). The other actors follow closely behind. Do I recommend this series. YES, but only the British one. When we Americans try to recreate a wonderful program like this, we always fall short
Solution:
POS