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).
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Question: Put this in a box, tie it with a ribbon, and take it home!!! . I am a huge fan of Doris Day!!! And this is one of my all time favorite movies!!!! Doris day stars as Georgia Garret in this fantastic masterpiece. This film is for people who LOVE Doris Day!!!!!! Like me!!!

Answer: POS


Question: Great Movie But MUCH Is Fiction..... . I am a math teacher myself so I have always had a special interest in this film.  I think it is very well done and it is very inspirational.      However, for anyone who wants to know the TRUE story of what happened with Escalante and his students, purchase the book "Escalante: The Best Teacher in America" by Jay Mathews.  The film leads you to believe that Escalante took students who didn't know how to multiply and then in the course of one school year made those same students score 5s on the AP Calculus test.  This is far from what really happened.  Escalante spent YEARS developing a program and he made sure he had proper courses that led to an understanding of Calculus.    There is one other noticeable bit of fiction in the film.  The movie portrays it as the testing company (ETS) accused the students of cheating simply because the company was racist and they felt the students at Garfield High School couldn't have possibly known the material.  The true story is that some answers on the AP tests from Garfield were noticeably similar.  About 12 students made the same exact errors on one particular problem, and that is what made ETS suspicious.    So once again, a well done film, and while is it "based on a true story", it is far from a true story

Answer: POS


Question: Never Was Widescreen . I don't want to call anyone silly, or a THIEF for pirating movies,(just look at the reviews, you'll find him) but just so everyone (and certainly someone in particular) who complains about this Columbia dvd not being widescreen understands, this move WAS NEVER MADE IN WIDESCREEN!  The first widescreen movie in America was "The Robe", released in 1953.  Do a little research before you start bashing film noir (minor) classics like this Bogart picture.  There were NO WIDESCREEN MOVIES BEFORE 1953!  Now as for this dvd.      I Thought the transfer showed very little wear.  All-in-all Columbia did a very nice job here of cleaning up the print.  My only complaint with Columbia is how pricey they seem to think their dvd movies are.  Still, this is a good pot-boiler drama, and Bogart is the best.  I can leave or take Lizabeth Scott in this role as the femm fatalle, another leading lady might've been better; she's not a bad actress, I just prefer a lot of other leading ladies of that time period; she does have a certain bad girl sex-appeal that helps her performance.      If you're not familiar with the story, Bogart plays Rip Murdock, an ex-G.I. returning from the war who suddenly finds himself trying to clear his war-buddy of a murder rap, and then solve his friends murder.  Bogarts character tangles with the dark underworld, mixing it up with killers and a lovely blonde.  This movie has a nice, dark feel to it.  Not as dark as say, "In A Lonely Place" (also Columbia), but still very nice.    I liked this film enough to put out the money, and if you are an honest person who loves old Bogey pictures, then you'll put out the money as well.  Do all of us honest people a favor, don't help drive up the cost of dvds by supporting pirating like some other goofball suggests.  You will never get as good a digital copy by burning your own, unless you're willing to do two things: Buy the most expensive digital recorder you can find, and drop any integrity you have into the ditch to steal a copy

Answer:
POS