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? If you are still confused, see the following example:
This is my go to place to get the best chicken Pad Thai! Also the price is super good, considering most places have high prices and poor quality. Love this place, its definitely a top 5 fav for take out.
Solution: POSITIVE
Reason: The overall sentiment of the review is positive. Hence, the label is 'POSITIVE'.

Now, solve this instance: Holy crap, was the waitress at this place a BITCH!

Had a completely awful experience at this place. At about 9:45pm I was to the point of fainting, in an effort to minimalize the number of times I ate per day in order to maximize the fun in Vegas. My companions were equally as weak and lightheaded, so we went for the closest place to eat that would accomodate our various criteria (veggie options, relatively cheap, and had to have roast beef sandwiches-as per one of our party's demands.)

We were seated immediately by 9:50 and given menus. The waitress took 15 minutes to even make eye contact with our table (and it was NOT busy in this place, she was in the back room.) When we went around the table and began to order, she informed us that it is now 10:05 and that they were no longer making the food on the menu she had offered us, and that we could only order from one of the three pages we were given.

WTF!

We complained vociferiously that it was not our fault she was taking a snooze in the back and wasn't on her game, and that they should honour us paying customers who arrived before their cut off time and who were provided with dinner menus-not the late night menus. No go. We were stuck with appetizers only.

40 minutes later, I had my greasy chicken tenders, 3 carrot sticks and 3 sticks of celery. They did not bring the sauces (bbq and ranch) described with the item-and when I requested them the waitress looked at me as if I had just told her I wanted her to wash my car with her tongue. So I got treated like I was being the bitch, when really I just didn't want to eat the nasty ass chicken without the fake flavors that were described on the menu.

Overall, my companions were disgusted with their meals as well, especially the nachos. The only person who seemed pleased with their choice was our friend who ordered a chocolate shake.

Next time, I will just eat somewhere before even going into the Flamingo because this is an experience I do NOT want to repeat!
Student:
NEGATIVE