Teacher: 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.
Teacher: Now, understand the problem? If you are still confused, see the following example:
Hopeful for those who seek harmony in the world . I wouldn't recommend this to anyone who thinks that religious wars, repression of individual spirits or rape of the earth are good things. Those who seek peace, harmony, celebration of each of us and respect for our earth will find this hopeful
Solution: POS
Reason: The overall sentiment of the review is positive as the reviewer mentions positive expressions such as 'hopeful', 'will find this helpful' etc.. Hence, the label is 'POS'.

Now, solve this instance: A Story She Should Have Kept to Herself . What is the exact need of academics to write their autobiographies? Case in Point: Hazel Barnes. An academic who was the first to provide a faithful translation of Sartre, she also wrote an excellent little study, An Existentialist Ethics. If she had left it at that, she might have been left with a nice little intellectual legecy, albeit, a mostly anomymous one as her books go out of print and more precise translations of Sartre become available. But she has to write her autobiography, and if there ever was a useless tome, this is surely it. Though well written, the reader will quickly come to the conclusion that there is nothing really to write about, nothing that couldn't have been captured in a magazine article for the New Yorker or the American Scholar, that is. I found it a surprise that she was, indeed, an existentialst, for she is surely among the most repressed people on the face of the earth. Not the stuff of existential heroism and certainly not the stuff to charge a person $20.00 or so dollars to read
Student:
NEG