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.

Ex Input:
Self Deception . Those looking for a wife in Russia, here is word of advise to you. I know many man who went to Russia and ukraine looking for woman. Few of them have a happy marriage.  Most (I didn't said all) men go there to find woman will not have a good marriage for several reasons,  1. Some men are pigs and going to find a woman in other country is an escape. They should change the way they treat woman. I know many Russian woman who had to flee from their American husbands.  2. Some American man will be deceived by Russian woman and think they getting into lasting relationships while woman want to get to US to get a permanent residency. Especially when age difference is more that 10 years. Why younger woman would mary much older man? Money and opportiunity most of the time.    I know christian man who was looking for a bride in post USSR country. He was in his 50's. Very religious man. But when it came to relationships, he is looking at 20- 30 year old woman. They (women) were disgusted just to think of being with him.    The are other guys who went to Russia. They were sitting on a curb in front of University. They weren't shaved and didn't look appealing. They would pick a beatifull young girl and would try to start conversation. Young ladies wouldn't even pay attention. Then old drunk lady came by and start talking to these american guys. And that's who would entertain these men. Russians don't sit on a flor and only drunkards sit on a curb.  I think anybody who says that Russian woman better than American has never digged deep in the U.S.A. There are also many Russian woman who stuck up. How will you, comming from a different country will find out what is gold and what is not? Go there, learn the culture, language, live there for 10 years and then you might be qualified to mary Russian lady.    I'm sick of a man who goes to other countries for the purpose of marying someone just because they see problem with woman in their own country. These man has a problem that they need to deal with before they can have any relationships. They need therapy, counceling, they are bossy and they are the ones who stuck up. They need to learn how Jesus treats the church and even died for it. Will you give up your live for the one you love? Or you only interested to satisfy your selfish desires

Ex Output:
NEG


Ex Input:
Poorly Written and Inaccurate . A disappointing rehash of early works on the 1781 Siege of Yorktown.  Half the book deals with the southern campaign of the American Revolution.  The portion of the book dealing with Yorktown strays greatly from the chronological happenings of the siege.  For example, the author starts detailing the story of the assaults on redoubts 9 and 10, which occurred on the night of October 14th.  Before completing the account of the assaults, he jumps to the sortie by the British on the night of October 16th and then after several paragraphs goes back to the assaul on the redoubts.  A better choice for those wanting to read about the siege is Henry P. Johnston's book on the Yorktown Campaign

Ex Output:
NEG


Ex Input:
Scholarly Insights into the Book of Acts . The late Dr. F.F. Bruce was a well respected biblical scholar and his commentaries and books have greatly benefited the Church of Christ.  It is no different than with this work on the Book of Acts.      This book falls in line with the rest of the New International Commentary on the New Testament edited by Gordon Fee.  The NIC is a solid evangelical commentary on the New Testament with the differing opinions stated in the works (see Revelation for example).  Dr. Bruce has gone to great lengths to point out the differences among evangelicals in Acts.  The commentary itself is full of Greek word studies, historical and geographical points, maps, and solid exegesis of every passage in Acts.    My only drawback with this work on Acts as well as the other works of the NICNT is that they are not laid out in expository outlines.  It would be helpful if every section was given an expository outline to help the reader when moving through the sections of the Scriptures that the authors are working through.  For a better expository outline see the commentaries of John MacArthur or John Phillips

Ex Output:

POS