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: Stacey's mess . This book is a really good book but it isn't the best. Stacey's dad tells her to pick a place to go on vacation to. She picks Davis Park because that's where her boyfriend is working at. She brings Claudia along.But then Stacey spends all her time with Robert and Claudia's mad. Then Kristy, Shannon, and Mary Anne arrive for the Fourth of July and Claudia gets them on her side. Now no one's talking to STacey.Can they ever be friends again? Read this book to find out

SOLUTION: POS

PROBLEM: I was repulsed by his refusal to chastise his pedophile companion! . I was enjoying the travel parts of the book, despite numerous detours of self-serving/indulgent behavior by Mr. Crichton,until I reached the part where he was in Bangkok. He teams up with a journalist for a night on the town. His journalist friend suggests they go to one of the area's many brothels. Finally,  after testing the waters, the journalist excitedly drops his bombshell and  suggests a child whorehouse. Crichton doesn't dare to tell his companion what a loathsome creep he is or that he finds the suggestion repulsive and wants nothing more to do with him. Instead,he goes and checks the place out. He gives a description of tarted up six-year-old girls posing provocatively and being kept in line by geriatric prostitutes. Perhaps I'm just a prude but it seems to me that any normal decent young man would find the idea of sex with tots and grannies vile. I didn't expect Crichton to actually put a stop to all of this but he could have perhaps told the sickie to get some professional help or at least told him that kiddie sex wasn't his thing, instead he makes up some whiny complaint about a stomach ache and tells the guy to go ahead without him. This infuriated me and turned my stomach. I threw the book in the trash. I wish publishers had done the same. FYI, there is no zero star option

SOLUTION: NEG

PROBLEM: Overrated Nonsense . Living near McCarter Theater in Princeton my AP English class got to go see a production of this play while it was still being work-shopped for Broadway.  Afterwards, my teacher asked what we all thought, of course first stating that she loved it so that all of the "favorite" students knew which opinion to take.  They all raised their hands and said they loved it to, however, no one could say why.  Why not?  Because everyone hated it.  I was the first to open the flood gate.  "I thought it was ridiculous.  It has no real substance to the plot."  "That's because the language is the point"  "Well the language is the worst part.  Why would poor factory workers speak in absurdly flowery metaphors?  Especially ones that stupid ('Does the bicicle miss the boy?')?"  My teacher flipped out at this.  "You don't understand!  That's what literature is all about!  Metaphors!"  The woman, asides from being a gigantic b**ch, was merely blinded by what reviews had told her to think and by her crush on Jimmy Smitts.  A month later, the New York Times, reviewed the play after its Broadway premiere.  They said pretty much exactly what I thought.  I was going to bring the review into class, but why bother?  The woman already hated me.    PS. One earlier reviewer discussed how it was impossible to determine from the production the the daughter was raped.  During a Q&A afterwards, Emily Mann stated that they were having problems deciding how to show this.  I agree with the reviewer that they clearly didn't come to a good solution

SOLUTION:
NEG