TASK DEFINITION: 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.
PROBLEM: Ok let's start from the beginning, the only part of our dinner that was good was Amber the waitress. She was on point, and that's where our positive experience stopped, oh wait the bread sticks and salad were good and our soda and tea were good also, now that's where it stops. The food was horrible I had the fettuccine Alfredo, not good. Very bland and the sauce was chunky, my better half had the eggplant that was soggy and she said it was like it was they warmed it up in the microwave. I did taste it and wanted to spit it out. It was, like my favorite line from Caddy Shack, ""This taste like low grade dog food !"" Thank you Rodney. I would steer as far from this place as I could

SOLUTION: NEGATIVE

PROBLEM: While the food here is good, there are a number of reasons why I can't recommend it to my friends.

The inside is cramped and aged and while I have no problems with hole in the wall style restaurants, this is not an excuse to have an unclean interior which looks like it hasn't been cared for in many years. In addition to this the owners of this franchise look to nickel and dime you in every conceivable way including charging for tap water, charging for soda refills, and charging you $3 if you want to use a debit card. Not only this, but if you want to get your sandwich to go they'll charge you extra for fries, which are normally included as a side if you eat in. A typical sandwich will run you about $8 with no drink.

One time while I stood in line waiting for a sandwich, the man who appeared to be the owner started complaining to his employees that whoever cut the portobello mushrooms that day had made them too thick, which was ""costing him money.""

Nothing puts a bad taste in your mouth like getting ripped off.

SOLUTION: NEGATIVE

PROBLEM: Since Camille is basically Manon's second location, I expected it to be of the same (or better) caliber. Of course, it is still a new business and I give it a little bit of a handicap for that, but come on, they're not new in this game.

One thing that really makes a difference is whether or not they make their desserts in house or drive it from the original location. Whatever it may be, the macarons here are nowhere near as good. There is absolutely no crunch upon biting and the chewy texture is more on the goopy/thick side.

I ordered some food, including a French onion soup that took a very very long time to arrive, despite us being the only customers for over 15 minutes.

The cashier girl is friendly, which is welcome, but everyone else seemed to be inexperienced in customer service. In addition, no one seemed to be native French as with most of the employees at the original location. Therefore, the place seems less legit and more like a distributor of Manon's desserts.

I really wanted to like this place but you know your servers need more training when they don't notice the black specks in the water they give to customers - on a slow day to boot.

SOLUTION:
NEGATIVE