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.

Wish I had known... . I don't care how great this book would have turned out to be if I had finished it.  Within the first 30 pages, Stephanie recalls the sex she had with the guy she's hunting down when she was 6 and he was 8 years old; and her Grandpa Plum shooting a grossly neglected family pet to end the animal's pain and suffering. If I had known about the distasteful elements in this book, I would never have purchased it
NEG

Women is a great, candid, easy to read, crazy book!! . Bukowski writes so well in such an easy to read style that it is hard to put the book down. So I ended up reading this book in about a week. I'm reading Ham on Rye now and it's the same thing, addicting. You can't put the darn thing down because you want to see what happens next. He's like a print version of a reality-show.
POS

Does strategic thinking impact innovation ? . The way you think in the lab and the office really can directly impact innovation.  Even though this book was written about business, I have learned how to reapply its lessons to innovation - specifically Kenichi helps to define and measure success and define the "deliverables" or "outputs" that innovation has to produce in order to become a reality.  Kenichi has a clear description of the biggest factors (the 3 C's) impacting your success in business - the company, the competition,and the customer/consumer.  If you look at innovation in this context, Kenichi is actually also helping us innovators define "what success looks like": the product/technology the company makes, how technically different or better it is than competitive benchmarks or alternatives in the marketplace, and whether conusmers like it and want it.  On the projects I have worked on, advised others on, or simply observed the ones that make consistently hit at least all 3 of these deliverables and often additional deliverables to. Those that fall short of all 3 consistently fail.  Hope this helps scientists, managers, entrepreneurs, and anyone with a creative or problem solving mind.    Dr. Ali Alwattari  Innovation Author and Practitione

POS