TASK DEFINITION: In this task, you are given music 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: Ho hum . Keller Williams is a fine FINE acoustic guitar player.  I can't deny him that.  However, after seeing him live, I can't say I will ever see him again.  Too much looping, too much cheese and not enough grit.  Light and fluffy.  Maybe you could call it bubble gum music.    I'm not turned off to the jamband scene.  That's not it at all.  I was a Phish fan for many years...going back to the late eighties.  I really enjoy improvisation.  My musical life revolves around it, whether I'm playing or listening, whether its jazz, free or jamming.  I love it all.  I just find Keller Williams and a lot of the bands (not that he's a band really) that are in the "jam" scene to be pretty boring.  At least Keller doesn't go on twenty minute quasi-bluegrass noodle jams

SOLUTION: NEG

PROBLEM: oh well . I never write reviews for the cds I buy, but felt the need for this one.  NFG seemed to be maturing with Catalyst, but sadly went back to writing the same thing they always wrote.  I tried listening to the cd a lot to get hooked, but it's weaker than their self-titled.  They grew for the next two albums into something bigger and better, and then lost it all.  This album is super poppy, which is ok, but the lyrics are some of their worst.  I know some might disagree, and that's fine.  I just wanted to warn people, if you liked the direction they were going in catalyst, then you'll probably see this one as a step backwards.  Sorry NFG!  I still love you!  In a manly hitting each other sort of way

SOLUTION: NEG

PROBLEM: The return of the Massachusetts metal masters! . The almighty Unearth has returned to us with a brand new EP entitled Endless. Picking up right where 'The Stings Of Conscience' left off, this Massachusetts metal machine is ready to kick your teeth in once more. First of all the new material is more metal if you can believe that. The song Endless could very well be the greatest hardcore song erver written. The track kicks off with Susi and Mcgrath going absolutly ape... on their axes and Trevor spitting some of the most truthful and inspiring lyrics ever written. The track ends with one of the most monstrous breakdowns I have ever experienced. Awesome .... Internal War is an anti war song and here we witness some absolute sick skin smashing from Mike Rudberg. The pace is fast as Susi and Mcgrath lead the way accompenied by Phipps as he belts out words of truth: 'Power in the wrong hands, our scaffold is destroyed, children killing children cuz the government has ignorned, I sling my arrow to shatter your walls, no more creating victims from ignorance'. I loved The Charm, because its like an old guitar driven eighties metal tune sounding like something  Shadows Fall may write. Once again gutiars fly all over the place and Trevor sounding like a psychotic madman. This is followed with some sick breakdowns and some bad... solos. The last track My Desire also appeared on their full length. I for one do not really dig EPs, but Unearth is one of my favorite bands so I gave em a 5. If you dig any European influenced metalcore or just plain old hardcore, Unearth is the band for you, and I for one can not wait for a new full length

SOLUTION:
POS