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: Simple . So not only is this a great play by Shakespeare but it's also an easy version to read right along side the original text. No need to get out the old dictionary for those words that you stumble across trying to guess the actual meaning of because it's right there next to you. This doesn't take away from the play at all either. Speaking of the play, this is a wonderful romance that reminds us how naive people can be if they aren't exposed to all of the harsh realities of life. The lady in this play practically falls in love with the first man she lays eyes on that she hasn't grown up with! It may have something to do with the magic that her father possesses. Better yet, it has everything to do with her father and the spirits that are under his spell. After you're done with the book, try to find a live performance of this play

SOLUTION: POS

PROBLEM: This book was terrific . I loved it and look forward to more of her books.    The lead character was very likable and it was fun watching her journey through the break-up and divorce and how she was able to cope.  It is a book of hope for anyone who has had marital problems or just pure fantasy and fun for those who have not

SOLUTION: POS

PROBLEM: A missing link for practitioners of "hard" martial arts. . Many buyers of this book are undoubtedly practitioners of "hard" arts seeking guidance on application of the more dubious moves of their disciplines in street confrontations. If readers expect to be instructed in realistic applications of Karate or Taekwondo blocks and stances, they may feel misled by the title since such subjects are barely touched upon.    MacYoung's purpose here is a different one. "Hard" arts generally teach practitioners to exchange blows at a certain distance. Grappling arts show how to fight an opponent from a clinch or on the ground. Authors like Geoff Thompson emphasize sizing up a potential attacker and resolving with pre-emptive strikes. What none of these address is how to handle the wild onrush of an attacker who has already initiated his assault and who is not going to stand back and trade blows.    This book aims to make "hard" martial arts street effective not by re-explaining their existing techniques but by filling in certain gaps, principally by applying "soft" blocking and takedown concepts from Wing Chun and Silat. Karate/Taekwondo practitioners may find this difficult to reconcile with their own styles - unless they subscribe to the opinion (not addressed in this book) that the "hard" arts once had a considerable "soft" content, and that movements like those now labelled "blocks" were originally something else altogether - but is a valuable and effective complement nevertheless. The book also includes good advice on the nature of violence and how to avoid it, and emphasizes "winning while escaping".    Stylistically, MacYoung's easygoing tone and humour may or may not please, but behind it is a well written book which succeeds in communicating concept and technique in words. Some sections can at first seem repetitive or difficult to follow (not helped by the lack of clear labelling of photos - my one major gripe), but this is due to the complexity of the concepts examined. This book requires more than one reading to get the most out of it, and will certainly reward those willing to do so.

SOLUTION:
POS