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).

Example Input: Okay . I agree with David Thomson when he says few audiences in the West would be content to view an American epic composed solely of battles and their contexts. Kurosawa was a keen businessman and his reputation in the West was entrenched with "Kagemusha" and "Ran", he knew what (American) audiences think of as heroic and mystical about "historical" Japan: Kurosawa's art takes a great deal on its impetus from what Americans (or Westerners) imagine about Japan. He was not popular in Japan (where they thought his stuff was particularly hokey and outmoded, hence the suicide attempt). I am not saying that the work is rubbish - there is no "ugly" shot in either "Ran" or "Kag" - merely that there are more "authentically Japanese" films out there to choose from.
Example Output: NEG

Example Input: Boring, like watching snow melt... . The Snow Queen is an ancient story from Northern Europe about a beautiful lady with a heart of ice who resides near the North Pole, and uses winter to take the lives of innocent human beings, and uses her beauty and charm to seduce innocent men.  Live action movies and cartoon versions of this story have been made in numerous decades in multiple languages.  One of the later ones is this 3 hour version by Hallmark Entertainment.  Taking place somewhere in Scandinavia; most likely Denmark, the setting is a small rural village in the mid 20th century.  A father loses his wife to winter, and raises his daughter at their hotel.  One day, he hires Kai, a young man, to help with labor around the hotel.  He and the daughter fall in love, but the Snow Queen steals Kai away.  The daughter sets forth on a journey across earth and the four seasons to find the lair of the Snow Queen to rescue Kai.      The movie's story is quite good and offers much promise.  But the movie drags too much; the dialogue is often muted, and the Snow Queen is somewhat wooden; not enough emotion.  The idea of a beautiful queen of ice is done much better in the Chronicles of Narnia than here, as Bridget Fonda does not do much talking at all.  The idea of the robbed girl having to travel across the spring, summer and autumn to find Kai is quite innovative and only possible by the crew of Hallmark, but again it was not done well.  The action scenes were somewhat fake, and most importantly, the snow in the winter scenes clearly looked like fake snow.  Overall, a good attempt but a bad result.
Example Output: NEG

Example Input: But we can be any self we want, can't we? . The Governess was, by far, a very pitiful film.  I do not use this word loosely, as it honestly was a poor excuse for a movie.  I finished watching this feature with only one word on my mind ... "why"?  Honestly, you could use this question at the end of every scene of this film and it would seem like it fit.  There were so many inconsistencies that lead to a lack of development (both in the story and in the characters) which ultimately lead to a very confusing film with actors walking through the motions instead of giving any explanation.  Scenes would occur with no foreshadowing, understanding, or drive to a complete ending.  It was as if I was watching several different ideas thrown together without really any resolution.  Actors were setting events in motion that did not seem to fit their character or really were resolved.  This was my biggest issue with this film.  The complete and utter lack of structure to this film brought all specks of foundation crumbling down with a genuine "ripple-effect" being felt throughout the rest of the film as a result.     Let me explain myself further on this lack of consistency throughout the film.  I would liken this film to a bowl of lumpy oatmeal that had a zebra in it.  It made no sense nor was there any logic behind it all.  Minnie Driver was the worst culprit of this deed.  Her character's lines were drawn very fuzzy and nearly transparent.  She would do things like talk about sex all the time with her sister, but yet she seemed very open to sexual experiences all the time.  She has her first moment of passion in this film, and there is no pain or excitement.  It nonchalantly happens, and this just didn't seem to fit the original conversation that we had at the beginning of the film with Rosina and her sister.  She is a very intelligent woman that accidentally finds a solution to Wilkinson's problem and suddenly wants full rights to his invention?  That was confusing and completely random.  Is it not obvious to anyone else that her teaching methods were non-existent.  Anyone in their right mind could see that she wasn't teaching Cavendish's daughter anything.  The sudden and awkward relationship that randomly forms between Driver and Jonathan Rhys-Meyers nearly had me laughing out loud.  I thought maybe I had discovered some magic in this film as Rhys-Meyers literally "poofed" into the scene and suddenly caused some unneeded drama.  It felt that the director (or writer) was thinking that the original story was going nowhere fast, so by adding this random character we may be able to advance the plot a bit (or confuse the lesser film enthusiasts).  Well, it didn't fool me, I saw that he was nearly a "cut-and-paste" character used to strengthen an already weakened story.  Don't get me started on the ending, which had no consistency to the rest of the story.  Again using the "cut-and-paste" method, the writer of this film needed a way to just end the story, and this was the only solution they could arrive to.  It is sad when actors are forced to do things out of character ... but I guess that is the name of the game in Hollywood.  Fix until completely broken, or at least salvageable.      The remainder of the story was unexciting dribble.  There were maybe a handful of neat cinematography moments where you could see that there was one sliver of creativity trying to peak through coupled with some bars of decent, period piece music, but nothing to write to Grandma about.  More family structure with some stronger introductions could have strengthened this film a bit more, but as I stated before, by leaving open-ended scenes just lying around the entire film, you will experience a crack in your foundation.  What may seem like a sturdy story, will eventually wear down over time, and by the end of this film I felt that the house was crumbling down on top of me.  Wilkinson plays his normal self in this film, while Driver apparently did not want to get naked, but everyone else had too (I will have to see a doctor after those images were burned into my eyes ... eeewwww).  Also, she wore the same dress everyday.  That was disgusting and I could smell her through the television.  Sex and dirty laundry.  Now there is a great film for you!  There just seemed to be some potential floating around here, but instead it was just rubbish.  Nothing was answered, questions seemed to fall like snow in Alaska, and mediocrity seemed to reign supreme.    Overall, this could have been a decent film that combined the powerful themes of science and love together, but instead it was just pitiful.  I cannot stress enough the disturbing fact that characters were going through motions without any sort of pre-explanation.  I don't need cinematic moments handed to me like a child, but something should have been done to build a foundation.  Just remember the oatmeal with a zebra analogy that I used.  If you were as confused about that as I was, then you will completely understand the film The Governess, while if you prefer zebras in your oatmeal ... then, maybe this film is for you!    Grade: * out of ****
Example Output:
NEG