TASK DEFINITION: The input is a conversation between an automated system and a user looking for suggestions for pubs, restaurants and coffee shops in Cambridge. In the dialogue, the user may provide some criteria for the type of place they want such as price range, cuisine, etc. Given such a dialogue, output the price range the user if looking for which can take one of four values: Cheap, Moderate, Expensive and Don't Care. Output cannot be any other value than the four values. Note that if the user asks for the prices of items provided at a pub, restaurant or coffee shop but doesn't mention the price range they are looking for then the correct classification will be Don't Care. If the user does not mention a particular price, the correct classification will be Don't Care.
PROBLEM: System: 'Thank you for calling the Cambridge Information system. Your call will be recorded for research purposes. You may ask for information about a place to eat, such as a restaurant, a pub, or a cafe. How may I help you?'
User: 'cough'
System: 'What kind of venue are you looking for? For example, a cafe, or a pub.'
User: 'a moderately priced restaurant in the trumpington area'
System: 'Are you looking for somewhere near a particular venue? For example, Clare College, Gonville and Caius College, or The Fitzwilliam Museum.'
User: 'anywhere'
System: 'Are you looking for somewhere near a particular venue? For example, Jesus College, or King's College.'
User: 'kings college'
System: 'What type of food would you like? For example, pub, Fusion, or Indian.'
User: 'thank you'
System: 'Can I help you with anything else?'
User: 'can i have the address and the price'
System: 'What type of food would you like? For example, International, Middleeastern, or Vegetarian.'
User: 'vegetarian'
System: 'There is no restaurant in the Trumpington area and serving vegetarian food.'
User: 'thank you goodbye'


SOLUTION: Moderate

PROBLEM: System: 'Thank you for calling the Cambridge Information system. Your call will be recorded for research purposes. You may ask for information about a place to eat, such as a restaurant, a pub, or a cafe. How may I help you?'
User: 'yellingbackground'
System: 'What kind of venue are you looking for? For example, a cafe.'
User: 'im looking for a cheap restaurant in the city center area'
System: 'La Raza, which is in the central part of town, is a great restaurant. It's in the cheap price range.'
User: 'may i have the address and phone number'
System: 'La Raza is on 4-6, The Basement, Rose Crescent. Its phone number is 01223464550.'
User: 'what is the price range'
System: 'La Raza is in the cheap price range.'
User: 'thank you good bye'


SOLUTION: Cheap

PROBLEM: System: 'Thank you for calling the Cambridge Information system. Your call will be recorded for research purposes. You may ask for information about a place to eat, such as a restaurant, a pub, or a cafe. How may I help you?'
User: 'background noise'
System: 'What kind of venue are you looking for? For example, a cafe, or a pub.'
User: 'unintelligible'
System: 'Are you looking for a pub or a restaurant?'
User: 'cafe unintelligible'
System: 'Are you looking for a pub or a restaurant?'
User: 'cafe food cheapest shut the fuck up'
System: 'Are you looking for a venue with a television?'
User: 'thank you good bye'


SOLUTION:
Cheap

