Teacher:In this task, you are given Yelp reviews. The task is to classify a review as "POSITIVE" if the overall sentiment of the review is positive or as "NEGATIVE" if the overall sentiment of the review is negative.
Teacher: Now, understand the problem? Solve this instance: You Can't Judge a Book By it's Cover

If looks were everything this place gets all the stars. But, just like people, it's what's on the inside that counts. I was given a few gift cards to Chelsea's Kitchen, so we have ordered several times from the menu; the food we had was sub-par every time.

Top 3 reasons we did NOT like Chelsea's kitchen

~ The entrees were not very good. Nothing was worth going back for.
~ The food sometimes arrived cold
~ Pricepoint. We eat out a-lot, so price matters to us.

Top 3 things we liked about the joint
~ The place is gorgeous; architecture and design is wonderful
~ Service. These people don't skip a beat. Service is snappy with a smile
~ Fabulous location at 40th & Camelback.
Student:
NEGATIVE