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: Mrs Boyton had to die. . Talk about antogonist, our murder victim will have you hoping Poirot lets the guilty walk this time a la ......(won't spoil that title for ya). Very nice characters very believable twist. Ms. Christie proves yet again I am no HERCULE POIROT. How do I always miss the clue

SOLUTION: POS

PROBLEM: Still worth reading . 17 years later and many things have changed. The desire of investors to accurately gauge the stability of the companies in their portfolios remains the same. The incentive of management with stock options to hide the true nature of what the reality of what the company's earnings have been remains strong. Some of the techniques mentioned will be hard to use when companies employ SPEs to hide their true indebtedness and derivative positions mask the Value at Risk. However, many of the technique still have value. The analysis of receivables and inventories can provide insight into the immediate future of the company. The techniques that have lost their clear edge are the debt and write-off analysis. Write-offs are now required by GAAP (although the "big bath" write-offs are still "non-recurring") and SPEs or variable interest entities can obscure debt. It is fascinating in light of Enron, WorldCom, Qwest, Tyco, and Adelphia the stories of companies in the 70s and 80s that were attempting to do the same thing (though often without the fraud). How little man changes through the ages

SOLUTION: POS

PROBLEM: Irritable Diet . My wife an I bought the book and tried the diet.  We could not last the 2 weeks on phase 1.  Neither of us can stand the taste of fish, so our limited choices were limited even more.  The first week went okay, but by the second week, we noticed that we had become quite irritable.  We did not want to see another salad, cheese stick, chicken, or lean ground beef.  It was not so much that we craved breads, pastas, and candy.  We missed fruit.  Even though it would only be a few more days to reach phase 2, we decided to ignore this book and start with a diet based on the government guidelines (the "dreaded" low-fat, high-fiber, portion control diet).  In addition, we made exercise a part of our daily routine.  Our moods improved quickly,  Weight is coming off.  We are getting stronger and more fit.  It's been about a month since we quit South Beach and we are happy with our current diet and have no desire to dump it.  One thing South Beach did teach us was the importance of snacking.  It really helps with portion control and hunger issues.  Only, we changed it from cheese and nuts to no-fat yogurt, fruit, or veggies

SOLUTION:
NEG