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: xname is an Italian restaurant and expensive. it's in Manhattan with acceptable food, friendly staff and bad ambiance. I would recommend xname. ; Categories: decor, service, price

SOLUTION: decor[bad], service[acceptable], price[expensive]

PROBLEM: Sentence: Well, I would recommend xname since xname is an Italian place and expensive with good decor, great staff and nice food. it's in Manhattan. ; Categories: recommend, service, cuisine

SOLUTION: recommend[yes], service[good], cuisine[Italian]

PROBLEM: Sentence: I would suggest xname because it's cheap and an Italian place with acceptable food. ; Categories: cuisine, recommend, price

SOLUTION:
cuisine[Italian], recommend[yes], price[cheap]