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.
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Question: English Education majors and secondary English Teachers: check this out! . This text helped me to articulate the 'principles' of Standard English by examining our language in all its varieties scientifically and intuitively.    Such articulation necessates a thorough understanding of the notions of descriptive vs. prescriptive, standard vs. nonstandard, formal vs. informal, grammatical vs. ungrammatical, and constitutive vs. regulative.    This introductory text is written for the mature student who has  had little or no background in linguistics or traditional school grammar. Consequently, the authors begin by demonstrating how traditional grammar instruction with its eight parts of speech and semantic definitions falls terribly short of accounting for the many rule exceptions and illogicalities of langauge.     I highly recommend this text for English Education majors and secondary school English teachers.

Answer: POS


Question: Stop Searching.  Begin here . I am one of those freaks who would look at a bezillion books before settling with one. (Talking about computer books ofcourse!).   This is especially significant when it comes to XML because there is so much tech jargon out there & it is really hard find a book that does not get lost in the details & instead introduce us to the core right away.  This book does exactly that.  You will start writing decent xml right away.      The following will be helpful.    1.  HTML knowledge (a little)  2. The concept of scripts  3.  The concept of CSS  4. The concept of XML     When I say 'the concept of', I am only talking about a surface level, "Purpose of existence" kind.  Even if you don't know anything about XML, you will be fine with this book.    The book gradually introduces the concepts & does a very neat job of explaining new ideas.     Peace.

Answer: POS


Question: Ann Rule's finest erotic work. . Ann Rule wrote the story of a young couple on a camping trip from Hell! The hero is murdered and the murderer is sexually obsessed with his sexy young wife, Joanne Lindstrom. He captures her, strips and rapes her several times over, and the poor victim is helpless in the woods and grows dependent on the evil &quot;Red Man&quot; She even falls in love with him, and he succeeds in planting his seed in her belly. This sounds like some wild male rape fantasy, but Ms. Rule wrote it, not I. Strange crime story, with highly explicit rape scenes. Highly recommended

Answer:
NEG