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: Loren Pope was Right!!! . After a personal large university experience back in the 60's, I knew that that was not what I wanted for my children.  We found Mr. Pope's book and the lights came on.  Not only did we use the book, but with some diligent work were able to arrange personal counseling sessions with Mr. Pope for both my son and daughter.    We live in Central Texas and my son just graduated from Whitman College in Walla Walla, Washington and my daughter is now a senior at Kalamazoo College in Michigan.  They both looked at quite a few schools, both recommended in the book and not:  Grinnell, Reed, Colorado College, Beloit, Lawrence, Colgate, College of Wooster, Williams & Bowdoin.    My son loved Whitman.  It is a beautiful school in a beautiful part of America. It is not easy.  He was challenged.  There is a great respect between the college and the town of 30,000. (To parents: Walla Walla is a great place to visit.  There are 50+ wonderful wine tasting rooms in the immediate area.)    My daugher also is happy with her choice at Kzoo.  The winters are cold for a Texas girl, but the personal attention that so many of the professors have given to her and her friends is amazing.  The K Study Abroad Program which is 65 years old and rated among the best in the nation for all colleges was fabulous for her.  She spent six months in Ecuador and loved it.  Our nephew, also from Texas, will be leaving for six months in Thailand in another good program.    Loren was right.  These schools do provide personal attention and are there to make sure their students succeed

SOLUTION: POS

PROBLEM: Substandard Text or Reference on RF Electronics. . This is a required text for a graduate level RF electronics course I am taking.  I am very disappointed with this text.  There are multiple mistakes and misprints throughout.  It seems that the book was proofed by  someone who is not familiar with electronic symbology and notation.  There  are many instances where inconsistant notation will be used within a single  example problem!  The author is very short on many subjects and longwinded  on others.  This book makes for a confusing and frustrating read despite  the distinguished IEEE brand on the cover.  My professor even commented on  the sloppyness of the author.  I have had to buy additional books to  suppliment my studies.  This is not a good reference or text book....Coming  from someone who has read multiple technical text books...Beware of this  one

SOLUTION: NEG

PROBLEM: Thomas groome transformed my vision to religious education. . I've already read this book 13 years before. At that time I was a seminarian  and very interested in the catechesis. When I finished this book, I had to change my focus from the boring knowledge to the wondering  life. He presented 5 steps from the abundant sources of philosophical,  psychological, educational, and religious theories.         Now I have been  ordained to being a priest. I am re-reading this book. There are lots of  needs to be changed in my attitude for education as before. This book is a  kind of mirror for correcting my makeup. Life is always more important than  any others. Our story and vision of life should be effected by Jesus Story  and Vision of life. Thomas gives us an appropriate method.         On the  other hand, I think this book should be revised for practical needs.  Frankly,It's really hard yet to get understanding

SOLUTION:
POS