TASK DEFINITION: You will be given a sentence that describes a restaurant. You will also be given a few categories of information regarding that sentence. Your task is to fill each of the categories with the appropriate information from the sentenece.
PROBLEM: Sentence: The xname is the best restaurant because the it offers bad ambiance, bland food and rude staff. the it is in Midtown. the it is a Mexican place. ; Categories: recommend, service, location

SOLUTION: recommend[yes], service[bad], location[Midtown]

PROBLEM: Sentence: xname is the best restaurant since it provides mediocre decor and rude service, but xname is cheap though. xname is in Manhattan. xname is a Indian place with acceptable food. ; Categories: location, service, recommend

SOLUTION: location[Manhattan], service[bad], recommend[yes]

PROBLEM: Sentence: Well, xname is one of my favourite restaurant with acceptable decor and welcoming service. ; Categories: service, recommend, decor

SOLUTION:
service[acceptable], recommend[yes], decor[acceptable]