TASK DEFINITION: In this task, you are given books product reviews in English language. The goal is to classify the review as "POS" if the overall sentiment of the review is positive or as "NEG" if the overall sentiment of the review is negative.
PROBLEM: THIS BOOK WAS SUGER COATED!!!!!!!!!!!!!!!!!!!!!!! . THAT IS NOT HOW IT GOES DOWN IN REAL LIFE!!!!!!!!! THE ONLY REASON I GAVE IT A 2 IS BECAUSE I ENJOYED THE FAT GIRL IN THAT WAS IT!!!!!!!!!!!!!!!!!!!!!!!    IF YOU WANT A STORY ABOUT REAL LIFE PICK UP THE COLDEST WINTER EVER!!!!!!!!!!!

SOLUTION: NEG

PROBLEM: AUTHOR NEEDS TO DO RESEARCH . CYNTHIA BASS HAD THE ELEMENTS AND THE RIGHT CHARACTERS FOR WHAT COULD HAVE BEEN A SWEEPING EPIC. AT BEST IT WAS A FAST READ. NOT MUCH TAKES PLACE ABOARD TITANIC, SINCE SUMNER SPENDS MOST OF HIS TIME IN HIS ROOM, NOT  INTERACTING WITH THE INTERESTING CHARACTERS. WHICH MAKES A READER CARE VERY  LITTLE ABOUT THEM. AND THE SINKING MAY AS WELL HAVE BEEN ABOUT ANOTHER  SHIPWRECK. SHE CERTAINLY DID NOT DESCRIBE THE SINKING OF THE TITANIC

SOLUTION: NEG

PROBLEM: Fallacious Arguments . Undoubtedly, felons who commit heinous crimes deserve to be sentenced to death. There is no argument there. In my view, child molestors, murderers and rapists have forfeited their legal right to live in our society. It should be stressed that a gruesome deed must not be justified under any circusmtances; if a malefactor has had a difficult childhood this cannot excuse let alone justify his actions. This is irrefutable! As is well-known, psychopaths are usually cunning, insidious, manipulative, narcissistic and charming. Moreover, they are unable to feel guilt and remorse. Rehabilitation is effective in some cases but in most cases it does not work. Notorious felons are known to relapse into criminality upon release. Psychopaths can often deceive their psychiatrists because they are manipulative and shrewd. Therefore, capital punishment is the most effective punishment next to life sentence

SOLUTION:
NEG