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Teacher: 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.
Teacher: Now, understand the problem? If you are still confused, see the following example:
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: 'im looking for a moderately priced coffee shop'
System: 'Are you looking for somewhere near a particular venue? For example, Cambridge Contemporary Art, Great Saint Mary's Church, or Primavera.'
User: 'no im not'
System: 'Cafe Eleven, which is in the moderate price range, is an outstanding cafe.'
User: 'can i get the phone number and the postcode'
System: 'The phone number of Cafe Eleven is 01223369157. It's in the area with the postcode CB1 1DG.'
User: 'thank you goodbye'
Solution: Moderate
Reason: The user mentions that they are looking for a moderately priced coffee shop.
Now, solve this instance: 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: 'lo'
System: 'What kind of venue are you looking for? For example, a cafe, or a restaurant.'
User: 'im looking for a restaurant in trumpington'
System: 'What kind of price range are you looking for? For example, moderate.'
User: 'doesnt matter'
System: 'What type of food would you like? For example, Drinks and snacks only, Chinese, or Mediterranean.'
User: 'mediterranean'
System: 'There is no restaurant in the Trumpington area and serving mediterranean food.'
User: 'chinese'
System: 'Wok n Grill, which is in the Trumpington part of town, is an outstanding restaurant. It serves chinese food.'
User: 'what are the prices'
System: 'Wok n Grill is an outstanding venue. The price for main courses ranges from 12 pounds 80 to 12 pounds 80.'
User: 'what is the address and phone number'
System: 'Wok n Grill is located on 18 High Street, Trumpington and its phone number is 01223506248.'
User: 'thank you good bye'
Student:
|
Don't Care
| 2
|
NIv2
|
task1500_dstc3_classification
|
fs_opt
|
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: 'im looking for a moderately priced restaurant in the trumpington area'
System: 'The Unicorn Steak and Ale House, which is in the Trumpington part of town, is a great restaurant. It's in the moderate price range.'
User: 'can i have the phone number and price'
System: 'The phone number of The Unicorn Steak and Ale House is 01223845102. The price for main courses ranges from 4 pounds 50 to 10 pounds and the price for a cheapest pint of beer is 3 pounds.'
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: 'i need to find a sea food restaurant and it should be in the expensive price range'
System: 'Let me confirm. You are looking for a venue in the expensive price range.'
User: 'yes'
System: 'What type of food would you like? For example, Italian, Mediterranean, or Traditional.'
User: 'unintelligible sil'
System: 'What type of food would you like? For example, Chinese, International, or Traditional.'
User: 'sea food'
System: 'Loch Fyne is an outstanding restaurant. It serves seafood. It's in the expensive price range.'
User: 'can i get the address the phone number and the price of the venue'
System: 'Loch Fyne is on 37 Trumpington Street. Its phone number is 01223902103. The price for main courses ranges from 9 pounds to 20 pounds.'
User: 'thank you good bye'
SOLUTION: Expensive
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: 'im looking for a free restaurant and aquire the phone number and address'
System: 'What kind of price range are you looking for? For example, cheap, expensive, or free.'
User: 'for free'
System: 'Let me confirm. You are looking for a venue with a television.'
User: 'yes'
System: 'Are you looking for a venue with an internet connection?'
User: 'uh yes'
System: 'Are you looking for a venue with an internet connection?'
User: 'yes i am'
System: 'The Bakers is a great pub with an internet connection and a television.'
User: 'ok can i have the phone number and the address'
System: 'The Bakers is on 176 East Road and its phone number is 01223304121.'
User: 'thank you good bye'
SOLUTION:
|
Expensive
| 8
|
NIv2
|
task1500_dstc3_classification
|
fs_opt
|
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.
One example is below.
Q: 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: 'im looking for a moderately priced coffee shop'
System: 'Are you looking for somewhere near a particular venue? For example, Cambridge Contemporary Art, Great Saint Mary's Church, or Primavera.'
User: 'no im not'
System: 'Cafe Eleven, which is in the moderate price range, is an outstanding cafe.'
User: 'can i get the phone number and the postcode'
System: 'The phone number of Cafe Eleven is 01223369157. It's in the area with the postcode CB1 1DG.'
User: 'thank you goodbye'
A: Moderate
Rationale: The user mentions that they are looking for a moderately priced coffee shop.
Q: 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: 'i want to have moderately priced restaurant in the kings hedges area'
System: 'The Ranch is a great restaurant, it's in the King's Hedges part of town and it's in the moderate price range.'
User: 'may i have the address phone number and postcode'
System: 'The Ranch is on 100 Histon Road and its phone number is 01223322772. It's in the area with the postcode CB4 3JP.'
User: 'thank you goodbye'
A:
|
Moderate
| 9
|
NIv2
|
task1500_dstc3_classification
|
fs_opt
|
Given the task definition, example input & output, solve the new input case.
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.
Example: 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: 'im looking for a moderately priced coffee shop'
System: 'Are you looking for somewhere near a particular venue? For example, Cambridge Contemporary Art, Great Saint Mary's Church, or Primavera.'
User: 'no im not'
System: 'Cafe Eleven, which is in the moderate price range, is an outstanding cafe.'
User: 'can i get the phone number and the postcode'
System: 'The phone number of Cafe Eleven is 01223369157. It's in the area with the postcode CB1 1DG.'
User: 'thank you goodbye'
Output: Moderate
The user mentions that they are looking for a moderately priced coffee shop.
New input case for you: 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: 'i want to find a coffee shop in the city center'
System: 'What kind of price range are you looking for? For example, cheap, or moderate.'
User: 'i dont care about the price range'
System: 'What kind of price range are you looking for? For example, expensive, or moderate.'
User: 'i dont care about the price range'
System: 'What kind of price range are you looking for? For example, cheap, or expensive.'
User: 'i dont care about the price range'
System: 'What kind of price range are you looking for? For example, cheap, expensive, or moderate.'
User: 'the price doesnt matter'
System: 'What kind of price range are you looking for? For example, expensive, or moderate.'
User: 'the price range not important'
System: 'What kind of price range are you looking for? For example, free, or moderate.'
User: 'the price range does not matter'
System: 'What kind of price range are you looking for? For example, cheap, free, or moderate.'
User: 'the price range does not matter'
System: 'What kind of price range are you looking for? For example, cheap, or expensive.'
User: 'i dont care about the price range'
System: 'What kind of price range are you looking for? For example, cheap, or moderate.'
User: 'i dont care about the price range'
System: 'What kind of price range are you looking for? For example, cheap, expensive, or moderate.'
User: 'i dont care about the price range'
System: 'What kind of price range are you looking for? For example, cheap, expensive, or free.'
User: 'any price range will work'
System: 'What part of town do you have in mind? For example, something in the Addenbrooke's, central, or King's Hedges area.'
User: 'the area doesnt matter either'
System: 'What type of food would you like? For example, Continental, French, or Greek.'
User: 'the kind of food doesnt matter'
System: 'Are you looking for somewhere near a particular venue? For example, the Gallery at twelve A High Street, Saint John's College, or Williams Art and Antiques.'
User: 'i want coffee shop in the city center'
System: 'What type of food would you like? For example, Contemporary, Continental, or French.'
User: 'i want to find a coffee shop in the city center'
System: 'Would you like a central area, or you don't care?'
User: 'id like a coffee shop in the city center'
System: 'What type of food would you like? For example, Chinese, Fusion, or Middleeastern.'
User: 'a coffee shop'
System: 'Are you looking for somewhere near a particular venue? For example, the Folk Museum, Castle Galleries, or Holy Trinity Church.'
User: 'no'
System: 'What type of food would you like? For example, Chinese take away, French, or Thai.'
User: 'i want a coffee shop in the city center'
System: 'What type of food would you like? For example, Chinese take away, Chinese, or French.'
User: 'i want to find a coffee shop in the city center'
System: 'What type of food would you like? For example, Chinese take away, Middleeastern, or Turkish.'
User: 'thank you goodbye'
Output:
|
Don't Care
| 1
|
NIv2
|
task1500_dstc3_classification
|
fs_opt
|
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.
--------
Question: 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: 'cheap restaurant'
System: 'What part of town do you have in mind? For example, something in the Cherry Hinton, Girton, or Trumpington area.'
User: 'romsey area'
System: 'What type of food would you like? For example, pub, Mediterranean, or Traditional.'
User: 'mediterranean'
System: 'There is no restaurant serving mediterranean food in the cheap price range.'
User: 'traditional'
System: 'There is no restaurant serving traditional food in the cheap price range.'
User: 'pub'
System: 'Would you like a cheap price range, or you don't care?'
User: 'cheap price range'
System: 'Are you looking for a pub or a restaurant?'
User: 'restaurant'
System: 'What type of food would you like? For example, East asian, Seafood, or Vegetarian.'
User: 'east asian'
System: 'There is no restaurant in the Romsey area and serving east asian food.'
User: 'i dont care'
System: 'There is no restaurant in the Romsey area and serving east asian food.'
User: 'cheap food'
System: 'Would you like a romsey area, or you don't care?'
User: 'romsey area'
System: 'Would you like an east asian food, or you don't care?'
User: 'i dont care'
System: 'The Royal Standard, which is in the Romsey part of town, is an outstanding restaurant. It's in the cheap price range.'
User: 'phone number'
System: 'The phone number of the Royal Standard is 01223902175. The price for main courses ranges from 4 pounds 75 to 7 pounds 50.'
User: 'post code'
System: 'The Royal Standard is in the area with the postcode CB1 3NL.'
User: 'thank you good bye'
Answer: Cheap
Question: 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: 'im looking for a moderately priced restaurant in the fen ditton area'
System: 'What type of food would you like? For example, Chinese take away, Middleeastern, or Vegetarian.'
User: 'ah chinese'
System: 'Are you looking for somewhere near a particular venue? For example, All Saints Church, Downing College, or Wandlebury Country Park.'
User: 'fen ditton'
System: 'What part of town do you have in mind? For example, something in the Addenbrooke's, Barnwell, or central area.'
User: 'the fen ditton area'
System: 'What part of town do you have in mind? For example, something in the Cherry Hinton, Girton, or Trumpington area.'
User: 'thank you good bye'
Answer: Moderate
Question: 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: 'noise sil'
System: 'What kind of venue are you looking for? For example, a pub, or a restaurant.'
User: 'a japanese restaurant'
System: 'What kind of price range are you looking for? For example, free, or moderate.'
User: 'sil'
System: 'What part of town do you have in mind? For example, Arbury, or central.'
User: 'dont care'
System: 'What part of town do you have in mind? For example, central, or Fen Ditton.'
User: 'dont care'
System: 'Yippee Noodle Bar is a great restaurant and it serves chinese take away and japanese food.'
User: 'dont care'
System: 'What kind of price range are you looking for? For example, cheap, or expensive.'
User: 'what is the address'
System: 'Yippee Noodle Bar is a great venue. The price for main courses ranges from 7 pounds 30 to 11 pounds 40.'
User: 'what is the address'
System: 'Yippee Noodle Bar is on 7-9 King Street.'
User: 'what is the address'
System: 'Yippee Noodle Bar is located on 7-9 King Street.'
User: 'what is the phone number'
System: 'The phone number of Yippee Noodle Bar is 01223518111.'
User: 'what is the phone number'
System: 'The phone number of Yippee Noodle Bar is 01223518111.'
User: 'what is the postal code'
System: 'Yippee Noodle Bar is in the area with the postcode CB1 1LH.'
User: 'what is the postal code'
System: 'Yippee Noodle Bar is in the area with the postcode CB1 1LH.'
User: 'thank you good bye'
Answer:
|
Don't Care
| 7
|
NIv2
|
task1500_dstc3_classification
|
fs_opt
|
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.
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: 'hi uh im looking for a moderately priced restaurant and it should be located in new chesterton area'
System: 'Hakka, which is in the New Chesterton part of town, is an outstanding restaurant. It's in the moderate price range.'
User: 'the address and the price'
System: 'Hakka is on 24 Milton Road. The price for main courses ranges from 5 pounds to 13 pounds.'
User: 'ah thank you good bye'
Moderate
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: 'i want to have moderately priced restaurant in the kings hedges area'
System: 'The Ranch is a great restaurant, it's in the King's Hedges part of town and it's in the moderate price range.'
User: 'may i have the address phone number and postcode'
System: 'The Ranch is on 100 Histon Road and its phone number is 01223322772. It's in the area with the postcode CB4 3JP.'
User: 'thank you goodbye'
Moderate
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: 'noise sil'
System: 'Let me confirm. You are looking for a venue with no entrance fee.'
User: 'noise sil'
System: 'What kind of venue are you looking for? For example, a cafe, or a pub.'
User: 'no im looking for a continental re'
System: 'Are you looking for a cafe or a restaurant?'
User: 'ah continental restaurant'
System: 'There is no restaurant serving continental food that is providing services for free.'
User: 'ah a restaurant with expensive price'
System: 'Are you looking for somewhere near a particular venue? For example, Christ's College, Saint Catharine's College, or The Fitzwilliam Museum.'
User: 'a continental restaurant wi'
System: 'What part of town do you have in mind? For example, something in the Barnwell, Chesterton, or King's Hedges area.'
User: 'no no'
System: 'Are you looking for somewhere near a particular venue? For example, Artworks, Castle Galleries, or Corpus Christi.'
User: 'i am looking for a continetal restaurant'
System: 'What part of town do you have in mind? For example, Barnwell, or New Chesterton.'
User: 'continental restaurant'
System: 'Are you looking for somewhere near a particular venue? For example, the Michaelhouse Centre, the Ruskin Gallery, or the Whipple Museum of the History of Science.'
User: 'barnwell'
System: 'Are you looking for somewhere near a particular venue? For example, Hughes Hall, the Michaelhouse Centre, or Lamma's Land.'
User: 'barnwell'
System: 'There is no restaurant in the Barnwell area in the expensive price range.'
User: 'barnwell'
System: 'Would you like an expensive price range, or you don't care?'
User: 'i am looking for a continental'
System: 'Would you like an expensive price range, or you don't care?'
User: 'expensive price range'
System: 'Would you like an expensive price range, or you don't care?'
User: 'expensive price range'
System: 'Would you like an expensive price range, or you don't care?'
User: 'unitelligible'
System: 'Would you like an expensive price range, or you don't care?'
User: 'expensive price range'
System: 'There is no restaurant in the Barnwell area and serving continental food.'
User: 'thank you good bye'
|
Expensive
| 0
|
NIv2
|
task1500_dstc3_classification
|
fs_opt
|
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.
Example Input: 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: 'alright'
System: 'What kind of venue are you looking for? For example, a cafe, or a restaurant.'
User: 'seafood restaurant'
System: 'What part of town do you have in mind? For example, something in the Cherry Hinton, Girton, or Trumpington area.'
User: 'none'
System: 'Loch Fyne is an outstanding restaurant and it serves seafood.'
User: 'is it expensive'
System: 'Loch Fyne is in the expensive price range.'
User: 'what is the address'
System: 'Loch Fyne is on 37 Trumpington Street.'
User: 'what is the phone number'
System: 'The phone number of Loch Fyne is 01223902103.'
User: 'what is the price of the venue'
System: 'Loch Fyne is an outstanding venue. The price for main courses ranges from 9 pounds to 20 pounds.'
User: 'thank you good bye'
Example Output: Expensive
Example Input: 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: 'can i have a cheap restaurant in the fen ditton area'
System: 'What part of town do you have in mind? For example, something in the Arbury, Girton, or riverside area.'
User: 'in the fen ditton area'
System: 'Are you looking for somewhere near a particular venue? For example, Holy Trinity Church, the Regency Gallery, or Wandlebury Country Park.'
User: 'no'
System: 'What part of town do you have in mind? For example, Castle Hill, or Fen Ditton.'
User: 'fen ditton'
System: 'What type of food would you like? For example, American, Middleeastern, or Seafood.'
User: 'i dont care'
System: 'La Raza is an outstanding restaurant and it's in the cheap price range.'
User: 'can i have the phone number'
System: 'Let me confirm. You don't care about the food and you are looking for a venue.'
User: 'yes'
System: 'Are you looking for a pub or a restaurant?'
User: 'a cheap restaurant in the fen ditton area'
System: 'The phone number of La Raza is 01223464550.'
User: 'what is the area'
System: 'La Raza is in the central part of town.'
User: 'what is the area'
System: 'La Raza is in the central part of town.'
User: 'unintelligible'
System: 'La Raza is an outstanding restaurant.'
User: 'what is the postcode'
System: 'La Raza is in the area with the postcode CB2 3LL.'
User: 'what is the price range'
System: 'La Raza is in the cheap price range.'
User: 'is it in the fen ditton area'
System: 'La Raza is in the central part of town.'
User: 'thank you good bye'
Example Output: Cheap
Example Input: 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: 'beep'
System: 'What kind of venue are you looking for? For example, a cafe, a pub, or a restaurant.'
User: 'background noise'
System: 'What kind of venue are you looking for? For example, a cafe, a pub, or a restaurant.'
User: 'cheap restaurant'
System: 'What type of food would you like? For example, Chinese take away, Northern european, or Greek.'
User: 'cheap restaurant'
System: 'What type of food would you like? For example, American, Japanese, or Thai.'
User: 'i dont care'
System: 'La Raza is an outstanding restaurant and it's in the cheap price range.'
User: 'castle hill area'
System: 'What part of town do you have in mind? For example, something in the central, Fen Ditton, or Trumpington area.'
User: 'castle hill area'
System: 'Subway is an outstanding restaurant and it's in the cheap price range.'
User: 'address'
System: 'Subway is on 40-42 Mill Road.'
User: 'phone number'
System: 'The phone number of Subway is 01223461323.'
User: 'price'
System: 'Subway is an outstanding venue. The price for main courses ranges from 1 pound 99 to 5 pounds 60.'
User: 'thank you good bye'
Example Output:
|
Cheap
| 3
|
NIv2
|
task1500_dstc3_classification
|
fs_opt
|
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.
Let me give you an example: 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: 'im looking for a moderately priced coffee shop'
System: 'Are you looking for somewhere near a particular venue? For example, Cambridge Contemporary Art, Great Saint Mary's Church, or Primavera.'
User: 'no im not'
System: 'Cafe Eleven, which is in the moderate price range, is an outstanding cafe.'
User: 'can i get the phone number and the postcode'
System: 'The phone number of Cafe Eleven is 01223369157. It's in the area with the postcode CB1 1DG.'
User: 'thank you goodbye'
The answer to this example can be: Moderate
Here is why: The user mentions that they are looking for a moderately priced coffee shop.
OK. solve this:
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: 'sil'
System: 'What kind of venue are you looking for? For example, a pub, or a restaurant.'
User: 'restaurant'
System: 'What kind of price range are you looking for? For example, cheap, free, or moderate.'
User: 'i dont care about the price'
System: 'What kind of price range are you looking for? For example, cheap, or expensive.'
User: 'im looking for a restaurant in trumpington'
System: 'What kind of price range are you looking for? For example, expensive, free, or moderate.'
User: 'any price'
System: 'What kind of price range are you looking for? For example, free, or moderate. I can't hear you. What kind of price range are you looking for? For example, free, or moderate.'
User: 'do you have a restaurant in trumpington'
System: 'What kind of price range are you looking for? For example, cheap, or expensive.'
User: 'moderate'
System: 'What type of food would you like? For example, Mediterranean, or Thai.'
User: 'expensive'
System: 'Would you like a venue with an expensive or moderate price range?'
User: 'thai'
System: 'Would you like a venue with an expensive or moderate price range?'
User: 'moderate'
System: 'What type of food would you like? For example, Mexican and Tex Mex, French, or Traditional.'
User: 'price range'
System: 'What type of food would you like? For example, English, Thai, or Traditional.'
User: 'french food'
System: 'There is no restaurant serving french food in the moderate price range.'
User: 'english food'
System: 'There is no restaurant in the Trumpington area and serving english food.'
User: 'do you have a restaurant in trumpington'
System: 'There is no restaurant in the Trumpington area and serving english food.'
User: 'do you have mexican food'
System: 'What type of food would you like? For example, Continental, Thai, or Vegetarian.'
User: 'do you have mexican food in trumpington'
System: 'There is no restaurant serving mexican and tex mex food in the moderate price range.'
User: 'vegetarian'
System: 'Would you like a moderate price range, or you don't care?'
User: 'do you have uh cheap price range'
System: 'There is no restaurant serving mexican and tex mex food in the cheap price range.'
User: 'yeah'
System: 'Would you like a venue with a cheap or moderate price range?'
User: 'goodbye'
Answer:
|
Don't Care
| 8
|
NIv2
|
task1500_dstc3_classification
|
fs_opt
|
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: 'sil'
System: 'What kind of venue are you looking for? For example, a pub, or a restaurant.'
User: 'can i have a cheap restaurant in the fen ditton area'
System: 'There is no restaurant in the Trumpington area in the cheap price range.'
User: 'how about in fen ditton'
System: 'The Milton Park English and Thai Restaurant is an outstanding restaurant, it's in the Fen Ditton part of town and it's in the cheap price range.'
User: 'can i have the address please'
System: 'The Milton Park English and Thai Restaurant is on Milton Park Golf Course, Ely Road, Milton.'
User: 'can i have the phone number please'
System: 'The phone number of the Milton Park English and Thai Restaurant is 01223864602.'
User: 'thank you goodbye'
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: 'i want to find a middle eastern restaurant i dont care about the price range'
System: 'What kind of venue are you looking for? For example, a cafe, a pub, or a restaurant.'
User: 'restaurant'
System: 'What type of food would you like? For example, Contemporary, Fusion, or International.'
User: 'middle eastern'
System: 'There is no restaurant in the central area and serving middleeastern food.'
User: 'i dont care about the um area'
System: 'There is no restaurant in the central area and serving middleeastern food.'
User: 'ok'
System: 'What type of food would you like? For example, Seafood, or Vegetarian.'
User: 'unintelligible eastern'
System: 'What type of food would you like? For example, Japanese, Mediterranean, or Spanish.'
User: 'middle eastern'
System: 'There is no restaurant in the central area and serving middleeastern food.'
User: 'middle eastern'
System: 'There is no restaurant in the central area and serving middleeastern food.'
User: 'im unintelligible'
SOLUTION: 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: 'east asian restaurant'
System: 'What kind of price range are you looking for? For example, expensive, free, or moderate.'
User: 'sil'
System: 'What kind of price range are you looking for? For example, cheap, free, or moderate.'
User: 'sil'
System: 'What kind of price range are you looking for? For example, free, or moderate.'
User: 'sil'
System: 'What kind of price range are you looking for? For example, cheap, expensive, or free.'
User: 'sil'
System: 'What kind of price range are you looking for? For example, free, or moderate.'
User: 'expensive'
System: 'Are you looking for somewhere near a particular venue? For example, the Ruskin Gallery, Sidney Sussex College, or Trinity College.'
User: 'trinity college'
System: 'Are you looking for somewhere near a particular venue? For example, Byard Art, Clare Hall, or Saint Catharine's College.'
User: 'catharines college'
System: 'Are you looking for somewhere near a particular venue? For example, Cambridge Contemporary Art, Saint Catharine's College, or Trinity College.'
User: 'no'
System: 'Shiraz, which serves east asian food, is an outstanding restaurant. It's in the expensive price range.'
User: 'whats the address'
System: 'Shiraz is located on 84 Regent Street. The price for main courses ranges from 9 pounds to 14 pounds 15.'
User: 'uh whats the phone number'
System: 'The phone number of Shiraz is 01223902104.'
User: 'okay thank you goodbye'
SOLUTION:
|
Expensive
| 8
|
NIv2
|
task1500_dstc3_classification
|
fs_opt
|
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.
Example: 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: 'im looking for a moderately priced coffee shop'
System: 'Are you looking for somewhere near a particular venue? For example, Cambridge Contemporary Art, Great Saint Mary's Church, or Primavera.'
User: 'no im not'
System: 'Cafe Eleven, which is in the moderate price range, is an outstanding cafe.'
User: 'can i get the phone number and the postcode'
System: 'The phone number of Cafe Eleven is 01223369157. It's in the area with the postcode CB1 1DG.'
User: 'thank you goodbye'
Example solution: Moderate
Example explanation: The user mentions that they are looking for a moderately priced coffee shop.
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: 'a restaurant that sells drinks and snacks only'
System: 'The Fleur, which serves drinks and snacks, is a great restaurant.'
User: 'it should have a moderate price range'
System: 'The Fleur, which serves drinks and snacks, is a great restaurant. It's in the moderate price range.'
User: 'you please give me the address and the area'
System: 'The Fleur is located on 73 Humberstone Road.'
User: 'in which area'
System: 'The Fleur is in the riverside part of town.'
User: 'thank you goodbye'
|
Solution: Moderate
| 5
|
NIv2
|
task1500_dstc3_classification
|
fs_opt
|
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: 'i am looking for a pub with an internet connection'
System: 'The Bakers, which has an internet connection, is a great pub.'
User: 'ok what is the address phone number and area of the venue'
System: 'The Bakers is located on 176 East Road and its phone number is 01223304121.'
User: 'sil'
System: 'The Bakers is an outstanding pub. I can't hear you. The Bakers is an outstanding pub.'
User: 'hello'
System: 'The Bakers is an outstanding pub.'
User: 'what is the a'
System: 'The Bakers is in the riverside part of town.'
User: 'ok'
System: 'Can I help you with anything else?'
User: 'what is the phone number'
System: 'The phone number of The Bakers is 01223304121.'
User: 'wrong what is the address phone number'
System: 'The Bakers is located on 176 East Road and its phone number is 01223304121.'
User: 'ok what is the postcode'
System: 'The Bakers is in the area with the postcode CB1 1BG.'
User: 'what is the postcode'
System: 'The Bakers is in the area with the postcode CB1 1BG.'
User: 'ok'
System: 'Can I help you with anything else?'
User: 'thank you good bye'
SOLUTION: 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: 'sil'
System: 'What kind of price range are you looking for? For example, cheap, expensive, or moderate.'
User: 'im looking for a cheap restaurant'
System: 'Are you looking for somewhere near a particular venue? For example, Downing College, Gonville and Caius College, or the People's Portraits Exhibition.'
User: 'it should be in the romsey area'
System: 'Are you looking for somewhere near a particular venue? For example, Christ's College, the Regency Gallery, or Trinity College.'
User: 'no'
System: 'The Royal Standard, which is in the Romsey part of town, is an outstanding restaurant. It's in the cheap price range.'
User: 'what is the phone number'
System: 'The phone number of the Royal Standard is 01223902175.'
User: 'what type of food do they serve'
System: 'The Royal Standard serves indian food.'
User: 'thank you goodbye'
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: 'a restaurant that sells drinks and snacks only'
System: 'The Fleur, which serves drinks and snacks, is a great restaurant.'
User: 'it should have a moderate price range'
System: 'The Fleur, which serves drinks and snacks, is a great restaurant. It's in the moderate price range.'
User: 'you please give me the address and the area'
System: 'The Fleur is located on 73 Humberstone Road.'
User: 'in which area'
System: 'The Fleur is in the riverside part of town.'
User: 'thank you goodbye'
SOLUTION:
|
Moderate
| 8
|
NIv2
|
task1500_dstc3_classification
|
fs_opt
|
You will be given a definition of a task first, then an example. Follow the example to solve a new instance of the task.
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.
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: 'im looking for a moderately priced coffee shop'
System: 'Are you looking for somewhere near a particular venue? For example, Cambridge Contemporary Art, Great Saint Mary's Church, or Primavera.'
User: 'no im not'
System: 'Cafe Eleven, which is in the moderate price range, is an outstanding cafe.'
User: 'can i get the phone number and the postcode'
System: 'The phone number of Cafe Eleven is 01223369157. It's in the area with the postcode CB1 1DG.'
User: 'thank you goodbye'
Solution: Moderate
Why? The user mentions that they are looking for a moderately priced coffee shop.
New input: 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: 'moderately priced restaurant and should be in the girton area'
System: 'The Rainbow Cafe is a great restaurant, it's in the Girton part of town and it's in the moderate price range.'
User: 'address phone number and price'
System: 'The Rainbow Cafe is on 9a King's Parade and its phone number is 01223321551. The price for main courses ranges from 7 pounds 95 to 10 pounds 95 and the price for a cappuccino is 1 pound 75.'
User: 'thank you goodbye'
Solution:
|
Moderate
| 0
|
NIv2
|
task1500_dstc3_classification
|
fs_opt
|
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.
[EX Q]: 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: 'im looking for an expensive restaurant in the fen ditton area'
System: 'The Riverside Restaurant, which is in the Fen Ditton part of town, is a great restaurant. It's in the expensive price range.'
User: 'what type of food do they have'
System: 'The Riverside Restaurant serves contemporary food.'
User: 'whats the phone number'
System: 'The phone number of the Riverside Restaurant is 01223418997.'
User: 'what is the address'
System: 'The Riverside Restaurant is on Cambridge Regional College, Newmarket Road.'
User: 'thank you goodbye'
[EX A]: Expensive
[EX Q]: 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: 'im looking for a chinese takeaway restaurant in the moderate price range'
System: 'Yippee Noodle Bar is a great restaurant, it serves chinese take away and japanese food and it's in the moderate price range.'
User: 'im a looking for a cheap price range'
System: 'Yippee Noodle Bar, which serves chinese take away, is a great restaurant. This place, which serves japanese food, is in the moderate price range.'
User: 'im looking for a restaurant in the cheap price range'
System: 'Saigon City, which serves chinese take away, is a great restaurant. It's in the cheap price range.'
User: 'what is its address'
System: 'Saigon City is on 169 High Street, Chesterton. The price for main courses ranges from 4 pounds 60 to 5 pounds 10.'
User: 'im looking for an restaurant that serves chinese take away food'
System: 'Saigon City is a great restaurant, it serves chinese take away and it's in the cheap price range.'
User: 'what is its post code'
System: 'Saigon City is in the area with the postcode CB4 1NL.'
User: 'what is its telephone number'
System: 'The phone number of Saigon City is 01223356555.'
User: 'sil'
System: 'Saigon City is an outstanding restaurant.'
User: 'breathing sil'
System: 'Would you like chinese or X food?'
User: 'thank you good bye'
[EX A]: Cheap
[EX Q]: 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: 'i want to find a fast food restaurant'
System: 'Would you like fastfood or X food?'
User: 'fast food'
System: 'Burger King, which serves fastfood, is an outstanding restaurant.'
User: 'is it cheap price range'
System: 'Burger King is an outstanding venue. The price for main courses ranges from 1 pound 99 to 6 pounds 79.'
User: 'i need the address and price of venue'
System: 'Burger King is located on The Grafton Centre. The price for main courses ranges from 1 pound 99 to 6 pounds 79.'
User: 'ok thank you good bye'
[EX A]:
|
Cheap
| 6
|
NIv2
|
task1500_dstc3_classification
|
fs_opt
|
Teacher: 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.
Teacher: Now, understand the problem? If you are still confused, see the following example:
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: 'im looking for a moderately priced coffee shop'
System: 'Are you looking for somewhere near a particular venue? For example, Cambridge Contemporary Art, Great Saint Mary's Church, or Primavera.'
User: 'no im not'
System: 'Cafe Eleven, which is in the moderate price range, is an outstanding cafe.'
User: 'can i get the phone number and the postcode'
System: 'The phone number of Cafe Eleven is 01223369157. It's in the area with the postcode CB1 1DG.'
User: 'thank you goodbye'
Solution: Moderate
Reason: The user mentions that they are looking for a moderately priced coffee shop.
Now, solve this instance: 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: 'looking for a moderately priced restaurant in barnwell area'
System: 'The Wheatsheaf, which is in the Barnwell part of town, is an outstanding restaurant. It's in the moderate price range.'
User: 'whats the address'
System: 'The Wheatsheaf is on Stow Road, Stow-Cum-Quy.'
User: 'okay thank you goodbye'
Student:
|
Moderate
| 2
|
NIv2
|
task1500_dstc3_classification
|
fs_opt
|
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.
[EX Q]: 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: 'im looking for food'
System: 'What kind of venue are you looking for? For example, a pub, or a restaurant.'
User: 'restaurant'
System: 'What kind of price range are you looking for? For example, expensive, or moderate.'
User: 'moderate'
System: 'What type of food would you like? For example, Contemporary, English, or French.'
User: 'chinese'
System: 'The J Restaurant, which serves chinese food, is a great restaurant. It's in the moderate price range.'
User: 'chinese'
System: 'The J Restaurant is a great restaurant, it serves chinese food and it's in the moderate price range.'
User: 'give me information'
System: 'Are you looking for somewhere near a particular venue? For example, Cafe Jello, Clare College, or the Gallery at twelve A High Street.'
User: 'the gallery at twelve and hide'
System: 'The J Restaurant is an outstanding restaurant, it serves chinese food and it's in the moderate price range.'
User: 'thats all i need'
System: 'The phone number of the J Restaurant is 01223307273.'
User: 'thank you good unintelligible'
[EX A]: Moderate
[EX Q]: 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: 'sil'
System: 'What kind of venue are you looking for? For example, a cafe.'
User: 'moderately priced restaurant in the addenbrookes area'
System: 'Nando's Restaurant, Cambridge Leisure Park, which is in the Addenbrooke's part of town, is an outstanding restaurant. It's in the moderate price range.'
User: 'address type of food'
System: 'Nando's Restaurant, Cambridge Leisure Park is located on Unit G5, Cambridge Leisure Park, Clifton Way.'
User: 'type of food'
System: 'Nando's Restaurant, Cambridge Leisure Park is a great restaurant.'
User: 'what kind of food does it serve'
System: 'Nando's Restaurant, Cambridge Leisure Park serves mediterranean food.'
User: 'thank you goodbye'
[EX A]: Moderate
[EX Q]: 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: 'im looking for a seafood restaurant'
System: 'Are you looking for somewhere near a particular venue? For example, Clare Hall, Magdalene College, or the People's Portraits Exhibition.'
User: 'background noise'
System: 'Loch Fyne is a great restaurant and it serves seafood.'
User: 'is it expensive'
System: 'Loch Fyne, which serves seafood, is a great restaurant. It's in the expensive price range.'
User: 'what is the address'
System: 'Loch Fyne is on 37 Trumpington Street.'
User: 'what is the phone number'
System: 'The phone number of Loch Fyne is 01223902103.'
User: 'how much does it cost'
System: 'Loch Fyne is a great restaurant. The price for main courses ranges from 9 pounds to 20 pounds.'
User: 'thank you good bye'
[EX A]:
|
Expensive
| 6
|
NIv2
|
task1500_dstc3_classification
|
fs_opt
|
Teacher: 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.
Teacher: Now, understand the problem? If you are still confused, see the following example:
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: 'im looking for a moderately priced coffee shop'
System: 'Are you looking for somewhere near a particular venue? For example, Cambridge Contemporary Art, Great Saint Mary's Church, or Primavera.'
User: 'no im not'
System: 'Cafe Eleven, which is in the moderate price range, is an outstanding cafe.'
User: 'can i get the phone number and the postcode'
System: 'The phone number of Cafe Eleven is 01223369157. It's in the area with the postcode CB1 1DG.'
User: 'thank you goodbye'
Solution: Moderate
Reason: The user mentions that they are looking for a moderately priced coffee shop.
Now, solve this instance: 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: 'cheap restaurant in the city center'
System: 'Are you looking for somewhere near a particular venue? For example, Pembroke College, the People's Portraits Exhibition, or the Ruskin Gallery.'
User: 'city center area'
System: 'What type of food would you like? For example, Contemporary, Thai, or Turkish.'
User: 'unintelligible cheap restaurant'
System: 'What type of food would you like? For example, Mexican and Tex Mex, Chinese, or Greek.'
User: 'any'
System: 'What type of food would you like? For example, East asian, Fastfood, or Indian.'
User: 'any type of food'
System: 'Are you looking for somewhere near a particular venue? For example, the Botanical Garden* Botanical Gardens, Hughes Hall, or Kettle's Yard.'
User: 'no'
System: 'La Raza, which is in the central part of town, is a great restaurant. It's in the cheap price range.'
User: 'what is the address'
System: 'La Raza is on 4-6, The Basement, Rose Crescent.'
User: 'and the price'
System: 'La Raza is an outstanding venue. The price for main courses ranges from 1 pound 95 to 13 pounds 95 and the entrance for adults is 4 pounds.'
User: 'thank you good bye'
Student:
|
Cheap
| 2
|
NIv2
|
task1500_dstc3_classification
|
fs_opt
|
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.
Example Input: 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: 'static'
System: 'What kind of venue are you looking for? For example, a pub.'
User: 'middle eastern restaurants'
System: 'Al Casbah, which serves mediterranean and middleeastern food, is an outstanding restaurant.'
User: 'any price range'
System: 'Al Casbah is a great venue. The price for main courses ranges from 8 pounds 95 to 12 pounds 95.'
User: 'what is the address phone number'
System: 'Al Casbah is located on 62 Mill Road and its phone number is 01223579500.'
User: 'what is the price'
System: 'Al Casbah is a great venue. The price for main courses ranges from 8 pounds 95 to 12 pounds 95.'
User: 'thank you good bye'
Example Output: Don't Care
Example Input: 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: 'hi im looking for a pub food restaurant and it should have moderate price range'
System: 'What part of town do you have in mind? For example, Fen Ditton, or riverside.'
User: 'i dont care'
System: 'The Lion and Lamb, which serves pub food, is an outstanding restaurant. It's in the moderate price range.'
User: 'can i get the address and the phone number'
System: 'The Lion and Lamb is on High Street, Milton and its phone number is 01223860202.'
User: 'alright thank you good bye'
System: 'The Lion and Lamb, which serves pub food, is a great restaurant. It's in the moderate price range.'
User: 'alright thank you good bye'
Example Output: Moderate
Example Input: 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: 'cheap restaurant in the city center'
System: 'Are you looking for somewhere near a particular venue? For example, Pembroke College, the People's Portraits Exhibition, or the Ruskin Gallery.'
User: 'city center area'
System: 'What type of food would you like? For example, Contemporary, Thai, or Turkish.'
User: 'unintelligible cheap restaurant'
System: 'What type of food would you like? For example, Mexican and Tex Mex, Chinese, or Greek.'
User: 'any'
System: 'What type of food would you like? For example, East asian, Fastfood, or Indian.'
User: 'any type of food'
System: 'Are you looking for somewhere near a particular venue? For example, the Botanical Garden* Botanical Gardens, Hughes Hall, or Kettle's Yard.'
User: 'no'
System: 'La Raza, which is in the central part of town, is a great restaurant. It's in the cheap price range.'
User: 'what is the address'
System: 'La Raza is on 4-6, The Basement, Rose Crescent.'
User: 'and the price'
System: 'La Raza is an outstanding venue. The price for main courses ranges from 1 pound 95 to 13 pounds 95 and the entrance for adults is 4 pounds.'
User: 'thank you good bye'
Example Output:
|
Cheap
| 3
|
NIv2
|
task1500_dstc3_classification
|
fs_opt
|
Given the task definition, example input & output, solve the new input case.
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.
Example: 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: 'im looking for a moderately priced coffee shop'
System: 'Are you looking for somewhere near a particular venue? For example, Cambridge Contemporary Art, Great Saint Mary's Church, or Primavera.'
User: 'no im not'
System: 'Cafe Eleven, which is in the moderate price range, is an outstanding cafe.'
User: 'can i get the phone number and the postcode'
System: 'The phone number of Cafe Eleven is 01223369157. It's in the area with the postcode CB1 1DG.'
User: 'thank you goodbye'
Output: Moderate
The user mentions that they are looking for a moderately priced coffee shop.
New input case for you: 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 restaurant.'
User: 'restaurant'
System: 'What kind of price range are you looking for? For example, free.'
User: 'cheap'
System: 'What part of town do you have in mind? For example, Addenbrooke's, or Barnwell.'
User: 'fen ditton'
System: 'What type of food would you like? For example, Cafe food, Continental, or Middleeastern.'
User: 'any'
System: 'What part of town do you have in mind? For example, something in the Castle Hill, Chesterton, or Girton area.'
User: 'fen ditton'
System: 'Are you looking for somewhere near a particular venue? For example, Cambridge Contemporary Art, the Technology Museum, or the Lynne Strover Gallery.'
User: 'no'
System: 'What part of town do you have in mind? For example, riverside, or Romsey.'
User: 'fen ditton'
System: 'What part of town do you have in mind? For example, something in the Chesterton, Girton, or riverside area.'
User: 'sil'
System: 'What type of food would you like? For example, Chinese take away, French, or Italian.'
User: 'sil'
System: 'What part of town do you have in mind? For example, something in the Barnwell, Fen Ditton, or Romsey area.'
User: 'any'
System: 'What part of town do you have in mind? For example, something in the New Chesterton, Newnham, or riverside area.'
User: 'fen ditton'
System: 'What type of food would you like? For example, Middleeastern, or Turkish.'
User: 'fen ditton'
System: 'What part of town do you have in mind? For example, Addenbrooke's, or Castle Hill.'
User: 'any type'
System: 'What part of town do you have in mind? For example, King's Hedges, or Newnham.'
User: 'fen ditton'
System: 'What part of town do you have in mind? For example, something in the Barnwell, Cherry Hinton, or Fen Ditton area.'
User: 'fen ditton'
System: 'What part of town do you have in mind? For example, something in the Fen Ditton, Girton, or New Chesterton area.'
User: 'fen ditton'
System: 'What part of town do you have in mind? For example, something in the Cherry Hinton, New Chesterton, or Newnham area.'
User: 'fen ditton'
System: 'What part of town do you have in mind? For example, something in the Barnwell, Castle Hill, or King's Hedges area.'
User: 'goodbye thank you'
Output:
|
Cheap
| 1
|
NIv2
|
task1500_dstc3_classification
|
fs_opt
|
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.
Ex Input:
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: 'sil'
System: 'What kind of venue are you looking for? For example, a cafe, or a restaurant.'
User: 'noise'
System: 'What kind of venue are you looking for? For example, a cafe, or a pub.'
User: 'im looking for a japanese restaurant'
System: 'Would you like italian or X food?'
User: 'im look'
System: 'Would you like italian or X food?'
User: 'im looking for a japanese restaurant'
System: 'Would you like japanese or X food?'
User: 'i dont care'
System: 'Yippee Noodle Bar, which serves chinese take away and japanese food, is an outstanding restaurant.'
User: 'i want a japanese restaurant'
System: 'Are you looking for somewhere near a particular venue? For example, Old Schools, the Whipple Museum, or Primavera.'
User: 'i dont care about the price range'
System: 'Yippee Noodle Bar is in the moderate price range. The price for main courses ranges from 7 pounds 30 to 11 pounds 40.'
User: 'no'
System: 'Yippee Noodle Bar is an outstanding restaurant.'
User: 'whats the address'
System: 'Yippee Noodle Bar is located on 7-9 King Street.'
User: 'whats the price of the venue'
System: 'Yippee Noodle Bar is a great venue. The price for main courses ranges from 7 pounds 30 to 11 pounds 40.'
User: 'thank you goodbye'
Ex Output:
Don't Care
Ex Input:
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: 'i need to find a sea food restaurant and it should be in the expensive price range'
System: 'Let me confirm. You are looking for a venue in the expensive price range.'
User: 'yes'
System: 'What type of food would you like? For example, Italian, Mediterranean, or Traditional.'
User: 'unintelligible sil'
System: 'What type of food would you like? For example, Chinese, International, or Traditional.'
User: 'sea food'
System: 'Loch Fyne is an outstanding restaurant. It serves seafood. It's in the expensive price range.'
User: 'can i get the address the phone number and the price of the venue'
System: 'Loch Fyne is on 37 Trumpington Street. Its phone number is 01223902103. The price for main courses ranges from 9 pounds to 20 pounds.'
User: 'thank you good bye'
Ex Output:
Expensive
Ex Input:
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: 'noise sil'
System: 'What kind of price range are you looking for? For example, cheap, or moderate.'
User: 'im looking for a fusion restaurant i dont care about the price'
System: 'What kind of price range are you looking for? For example, cheap, or expensive.'
User: 'i dont care'
System: 'What kind of venue are you looking for? For example, a restaurant.'
User: 'anything'
System: 'What kind of venue are you looking for? For example, a pub, or a restaurant.'
User: 'i want a fusion restaurant'
System: 'What kind of price range are you looking for? For example, cheap, or free.'
User: 'restaurant'
System: 'What kind of price range are you looking for? For example, cheap, free, or moderate.'
User: 'doesnt matter'
System: 'What kind of price range are you looking for? For example, cheap, free, or moderate.'
User: 'good bye thank you'
Ex Output:
|
Don't Care
| 1
|
NIv2
|
task1500_dstc3_classification
|
fs_opt
|
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.
[EX Q]: 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: 'a restaurant'
System: 'Are you looking for somewhere near a particular venue? For example, Cafe Jello, the Museum Of Technology, or the People's Portraits Exhibition.'
User: 'restaurant'
System: 'What part of town do you have in mind? For example, something in the Cherry Hinton, riverside, or Romsey area.'
User: 'something in the chesterton area'
System: 'Hakka, which is in the New Chesterton part of town, is an outstanding restaurant.'
User: 'sil'
System: 'Hakka is an outstanding restaurant and it's in the New Chesterton part of town.'
User: 'perfect address'
System: 'Hakka is located on 24 Milton Road.'
User: 'unintelligible'
System: 'Blue Spice, which is in the Girton part of town, is an outstanding restaurant.'
User: 'and phone number'
System: 'The phone number of Blue Spice is 01223413337.'
User: 'bye thank you goodbye'
[EX A]: Expensive
[EX Q]: 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: 'sil'
System: 'What kind of venue are you looking for? For example, a pub, or a restaurant.'
User: 'sil'
System: 'What kind of venue are you looking for? For example, a cafe, a pub, or a restaurant.'
User: 'im looking for a cheap pub that has tv'
System: 'What part of town do you have in mind? For example, something in the Addenbrooke's, Barnwell, or Newnham area.'
User: 'im looking for a cheap pub that has a tv'
System: 'The Bakers has a television, it's in the cheap price range and it's an outstanding pub.'
User: 'it doesnt matter'
System: 'Are you looking for somewhere near a particular venue? For example, Cherry Hinton Water Play, the People's Portraits Exhibition, or Primavera.'
User: 'it doesnt matter'
System: 'The Bakers, which is a great pub, is in the cheap price range with a television.'
User: 'no it doesnt matter'
[EX A]: Cheap
[EX Q]: 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: 'cafe'
System: 'What kind of venue are you looking for? For example, a cafe, or a restaurant.'
User: 'spanish restaurant'
System: 'What type of food would you like? For example, Northern european, Fastfood, or Thai.'
User: 'fresh'
System: 'What part of town do you have in mind? For example, something in the Castle Hill, Chesterton, or New Chesterton area.'
User: 'sil'
System: 'Are you looking for somewhere near a particular venue? For example, Magdalene College, Saint John's College, or Primavera.'
User: 'no'
System: 'What part of town do you have in mind? For example, something in the central, New Chesterton, or riverside area.'
User: 'no'
System: 'What part of town do you have in mind? For example, something in the Cherry Hinton, Fen Ditton, or Trumpington area.'
User: 'i dont care'
System: 'Blue Spice is an outstanding restaurant.'
User: 'trumpington'
System: 'The Oak Bistro is an outstanding restaurant and it's in the Trumpington part of town.'
User: 'price range'
System: 'The Oak Bistro, which is in the Trumpington part of town, is a great restaurant.'
User: 'cheap'
System: 'There is no restaurant in the Trumpington area in the cheap price range.'
User: 'cheap'
System: 'La Raza, which is in the cheap price range, is an outstanding restaurant.'
User: 'sil'
System: 'La Raza, which is in the cheap price range, is an outstanding restaurant.'
User: 'phone number'
System: 'The phone number of La Raza is 01223464550.'
User: 'phone number'
System: 'The phone number of La Raza is 01223464550.'
User: 'what is the price'
System: 'La Raza is an outstanding venue. The price for main courses ranges from 1 pound 95 to 13 pounds 95 and the entrance for adults is 4 pounds.'
User: 'what is the price'
System: 'La Raza is an outstanding venue. The price for main courses ranges from 1 pound 95 to 13 pounds 95 and the entrance for adults is 4 pounds.'
User: 'hum'
System: 'La Raza is on 4-6, The Basement, Rose Crescent.'
User: 'thank you goodbye'
[EX A]:
|
Cheap
| 6
|
NIv2
|
task1500_dstc3_classification
|
fs_opt
|
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.
Input: Consider Input: 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: 'ill give you an answer and then give us a feedback'
System: 'Are you looking for somewhere near a particular venue? For example, Cherry Hinton Water Play, Jesus College, or Wandlebury Country Park.'
User: 'no im looking for a middle eastern restaurant'
System: 'Al Casbah, which serves mediterranean and middleeastern food, is a great restaurant.'
User: 'ok whats the address phone number and post code'
System: 'Al Casbah, which is in the area with the postcode CB1 2AS, is on 62 Mill Road. Its phone number is 01223579500.'
User: 'ok thank you goodbye'
Output: Don't Care
Input: Consider Input: 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: 'im looking for a cafe food restaurant'
System: 'What kind of price range are you looking for? For example, free, or moderate.'
User: 'moderate price range'
System: 'Carringtons serves cafe food and english food. This place, which is a great cafe and an outstanding restaurant, is in the moderate price range.'
User: 'can you give me a phone number and price'
System: 'The phone number of Carringtons is 01223361792. The price for main courses ranges from 4 pounds 25 to 6 pounds 25 and the price for a cappuccino is 1 pound 95.'
User: 'thank you goodbye'
Output: Moderate
Input: Consider Input: 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: 'noise sil'
System: 'What kind of venue are you looking for? For example, a cafe, a pub, or a restaurant.'
User: 'noise sil'
System: 'What kind of venue are you looking for? For example, a cafe, a pub, or a restaurant.'
User: 'a cheap pub with television'
System: 'The Baron of Beef, which is in the cheap price range, is a great pub.'
User: 'a cheap pub with'
System: 'The Baron of Beef, which is in the cheap price range, is an outstanding pub.'
User: 'cheap pub with television'
System: 'The Baron of Beef is an outstanding pub and it's in the cheap price range.'
User: 'does it have a television'
System: 'What part of town do you have in mind? For example, something in the Castle Hill, Newnham, or Trumpington area.'
User: 'no i want a cheap pub with tv'
System: 'The Avery has a television, it's in the cheap price range and it's a great pub.'
User: 'can i have the address'
System: 'The Avery is located on 69-73 Regent Street. It's in the riverside part of town.'
User: 'knocking and what are the prices'
System: 'The Avery is an outstanding venue. The price for main courses ranges from 4 pounds 49 to 7 pounds 49 and the price for a cheapest glass of wine is 3 pounds 30 and the price for a cheapest pint of beer is 2 pounds 40.'
User: 'thank you good bye'
|
Output: Cheap
| 2
|
NIv2
|
task1500_dstc3_classification
|
fs_opt
|
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.
One example is below.
Q: 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: 'im looking for a moderately priced coffee shop'
System: 'Are you looking for somewhere near a particular venue? For example, Cambridge Contemporary Art, Great Saint Mary's Church, or Primavera.'
User: 'no im not'
System: 'Cafe Eleven, which is in the moderate price range, is an outstanding cafe.'
User: 'can i get the phone number and the postcode'
System: 'The phone number of Cafe Eleven is 01223369157. It's in the area with the postcode CB1 1DG.'
User: 'thank you goodbye'
A: Moderate
Rationale: The user mentions that they are looking for a moderately priced coffee shop.
Q: 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: 'yes im looking for a thai restaurant restaurant in the expensive price range'
System: 'The Wrestlers, which serves thai food, is an outstanding restaurant. It's in the expensive price range.'
User: 'may i have the address please'
System: 'The Wrestlers is located on 337 Newmarket Road. The price for main courses ranges from 8 pounds 50 to 9 pounds 70 and the price for a cheapest pint of beer is 3 pounds 30.'
User: 'thank you goodbye'
A:
|
Expensive
| 9
|
NIv2
|
task1500_dstc3_classification
|
fs_opt
|
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.
--------
Question: 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: 'expensive restaurant in castle hill area'
System: 'What kind of price range are you looking for? For example, cheap, expensive, or free.'
User: 'expensive'
System: 'What type of food would you like? For example, Drinks and snacks only, pub, or French.'
User: 'any'
System: 'What part of town do you have in mind? For example, something in the Fen Ditton, Girton, or riverside area.'
User: 'castle hill area'
System: 'What type of food would you like? For example, Chinese take away, Italian, or Thai.'
User: 'italian'
System: 'What part of town do you have in mind? For example, something in the riverside, Romsey, or Trumpington area.'
User: 'castle hill area'
System: 'What kind of price range are you looking for? For example, cheap, free, or moderate.'
User: 'expensive'
System: 'Ask is a great restaurant, it serves italian food and it's in the expensive price range.'
User: 'is it in the castle hill area'
System: 'What part of town do you have in mind? For example, something in the Barnwell, Castle Hill, or Newnham area.'
User: 'castle hill'
System: 'Are you looking for somewhere near a particular venue? For example, Little Saint Mary's, Magdalene College, or Pembroke College.'
User: 'no'
System: 'Ask is an outstanding restaurant, it serves italian food and it's in the expensive price range.'
User: 'what is the phone number'
System: 'The phone number of Ask is 01223364917.'
User: 'thank you'
System: 'Ask is a great restaurant.'
User: 'thank you goodbye'
Answer: Expensive
Question: 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: 'im looking for a restaurant in the trumpington area in the expensive price range'
System: 'The Oak Bistro, which is in the Trumpington part of town, is an outstanding restaurant. It's in the expensive price range.'
User: 'what is its address'
System: 'The Oak Bistro is located on 6 Lensfield Road. The price for main courses ranges from 11 pounds 50 to 17 pounds 75.'
User: 'what type of food does it serve'
System: 'The Oak Bistro serves contemporary food.'
User: 'thank you good bye'
Answer: Expensive
Question: 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: 'yes im looking for a thai restaurant restaurant in the expensive price range'
System: 'The Wrestlers, which serves thai food, is an outstanding restaurant. It's in the expensive price range.'
User: 'may i have the address please'
System: 'The Wrestlers is located on 337 Newmarket Road. The price for main courses ranges from 8 pounds 50 to 9 pounds 70 and the price for a cheapest pint of beer is 3 pounds 30.'
User: 'thank you goodbye'
Answer:
|
Expensive
| 7
|
NIv2
|
task1500_dstc3_classification
|
fs_opt
|
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: 'im looking for a thai restaruant and it should have an exp expensive price range'
System: 'What part of town do you have in mind? For example, something in the Addenbrooke's, Barnwell, or Cherry Hinton area.'
User: 'i dont care'
System: 'The Wrestlers is an outstanding restaurant, it serves thai food and it's in the expensive price range.'
User: 'great can i get the address phone number and post code'
System: 'The Wrestlers, which is in the area with the postcode CB5 8JE, is located on 337 Newmarket Road. Its phone number is 01223566554. The price for main courses ranges from 8 pounds 50 to 9 pounds 70 and the price for a cheapest pint of beer is 3 pounds 30.'
User: 'thank you good bye'
SOLUTION: Expensive
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: 'im looking for a japanese restaurant'
System: 'Are you looking for somewhere near a particular venue? For example, Clare Hall, the Saint Barnabas Press Gallery, or Saint John's College.'
User: 'with moderate pricing i want to know the address and postcode'
System: 'Yippee Noodle Bar, which serves chinese take away and japanese food, is a great restaurant. It's in the moderate price range.'
User: 'what is the address and postcode'
System: 'Yippee Noodle Bar, which is in the area with the postcode CB1 1LH, is on 7-9 King Street.'
User: 'thank you good bye'
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: 'im looking for a restaurant in chesterton in any price range'
System: 'Twenty-four is an outstanding restaurant and it's in the Chesterton part of town.'
User: 'whats the address and postcode'
System: 'Twenty-four, which is in the area with the postcode CB4 0FN, is on 24 Cambridge Science Park, Milton Road.'
User: 'thank you good bye'
SOLUTION:
|
Don't Care
| 8
|
NIv2
|
task1500_dstc3_classification
|
fs_opt
|
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: 'im looking for an expensive restaurant in the fen ditton area'
System: 'What type of food would you like? For example, Italian, Japanese, or Seafood.'
User: 'italian'
System: 'Are you looking for somewhere near a particular venue? For example, Cafe Jello, Downing College, or the Gallery at twelve A High Street.'
User: 'any'
System: 'What part of town do you have in mind? For example, something in the Addenbrooke's, Castle Hill, or Cherry Hinton area.'
User: 'fen ditton area'
System: 'Are you looking for somewhere near a particular venue? For example, Artworks, Clare Hall, or Jesus College.'
User: 'no'
System: 'The Sorrento is an outstanding restaurant, it serves italian food and it's in the expensive price range.'
User: 'id like to know the address phone number and type of food'
System: 'The Sorrento is on 196 Cherry Hinton Road and its phone number is 01223243533.'
User: 'unintelligible'
System: 'The phone number of The Sorrento is 01223243533.'
User: 'id like the address'
System: 'The Sorrento is on 196 Cherry Hinton Road.'
User: 'thank you good bye'
SOLUTION: Expensive
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: 'i want to find an expensive seafood restaurant'
System: 'Loch Fyne, which serves seafood, is an outstanding restaurant. It's in the expensive price range.'
User: 'what is the address and phone number'
System: 'Loch Fyne is located on 37 Trumpington Street and its phone number is 01223902103.'
User: 'what is the cost'
System: 'Loch Fyne is in the riverside part of town.'
User: 'how much does it cost'
System: 'Loch Fyne, which serves seafood, is a great restaurant. It's in the expensive price range.'
User: 'thank you goodbye'
SOLUTION: Expensive
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: 'an expensive'
System: 'What kind of venue are you looking for? For example, a cafe, or a pub.'
User: 'price range indian restaurant'
System: 'Blue Spice, which serves indian food, is an outstanding restaurant. It's in the expensive price range.'
User: 'phone number and area code'
System: 'The phone number of Blue Spice is 01223413337. The price for main courses ranges from 12 pounds 50 to 12 pounds 50.'
User: 'thank you good bye'
SOLUTION:
|
Expensive
| 8
|
NIv2
|
task1500_dstc3_classification
|
fs_opt
|
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.
Example Input: 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: 'im looking for a japanese retaurant i dont care about the price range'
System: 'What kind of venue are you looking for? For example, a cafe, or a pub.'
User: 'a japanese restaurant'
System: 'What kind of price range are you looking for? For example, free.'
User: 'i dont care'
System: 'Yippee Noodle Bar, which serves chinese take away and japanese food, is an outstanding restaurant.'
User: 'what is the address and the phone number'
System: 'The phone number of Yippee Noodle Bar is 01223518111.'
User: 'what is the address'
System: 'Yippee Noodle Bar is on 7-9 King Street.'
User: 'thank you goodbye'
Example Output: Don't Care
Example Input: 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: 'yes im looking for an italian restaurant'
System: 'Let me confirm. You are looking for an italian venue.'
User: 'yes'
System: 'What kind of price range are you looking for? For example, free, or moderate.'
User: 'expensive'
System: 'What kind of price range are you looking for? For example, expensive, free, or moderate.'
User: 'expensive'
System: 'Are you looking for somewhere near a particular venue? For example, Jesus College, Saint Catharine's College, or Trinity College.'
User: 'dont care'
System: 'The Sorrento is a great restaurant, it serves italian food and it's in the expensive price range.'
User: 'whats the address'
System: 'The Sorrento is located on 196 Cherry Hinton Road.'
User: 'whats the phone number'
System: 'The phone number of The Sorrento is 01223243533.'
User: 'whats the postcode'
System: 'The Sorrento is in the area with the postcode CB1 7AN.'
User: 'thank you good bye'
Example Output: Expensive
Example Input: 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: 'im looking for a traditional restaurant and it should be in the moderate price range'
System: 'The Eagle is an outstanding restaurant, it serves traditional food and it's in the moderate price range.'
User: 'can i get the phone number and the postcode'
System: 'The phone number of The Eagle is 01223505020 and it's in the area with the postcode CB2 3QN.'
User: 'thank you good bye'
Example Output:
|
Moderate
| 3
|
NIv2
|
task1500_dstc3_classification
|
fs_opt
|
Teacher: 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.
Teacher: Now, understand the problem? If you are still confused, see the following example:
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: 'im looking for a moderately priced coffee shop'
System: 'Are you looking for somewhere near a particular venue? For example, Cambridge Contemporary Art, Great Saint Mary's Church, or Primavera.'
User: 'no im not'
System: 'Cafe Eleven, which is in the moderate price range, is an outstanding cafe.'
User: 'can i get the phone number and the postcode'
System: 'The phone number of Cafe Eleven is 01223369157. It's in the area with the postcode CB1 1DG.'
User: 'thank you goodbye'
Solution: Moderate
Reason: The user mentions that they are looking for a moderately priced coffee shop.
Now, solve this instance: 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: 'sil'
System: 'What kind of price range are you looking for? For example, cheap, or moderate.'
User: 'cheap fusion restaurant'
System: 'What kind of price range are you looking for? For example, free, or moderate.'
User: 'cheap cheap very cheap'
System: 'The Dojo Noodle Bar, which serves fusion food, is an outstanding restaurant. It's in the cheap price range.'
User: 'i need the address phone number and price'
System: 'The Dojo Noodle Bar is located on Miller's Yard and its phone number is 01223363471. The price for main courses ranges from 5 pounds 70 to 7 pounds.'
User: 'noise'
System: 'The Dojo Noodle Bar is a great restaurant.'
User: 'noise'
System: 'The Dojo Noodle Bar is an outstanding restaurant.'
User: 'address phone number and price of the venue'
System: 'The Dojo Noodle Bar is on Miller's Yard. Its phone number is 01223363471. The price for main courses ranges from 5 pounds 70 to 7 pounds.'
User: 'thank you goodbye'
Student:
|
Cheap
| 2
|
NIv2
|
task1500_dstc3_classification
|
fs_opt
|
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.
One example is below.
Q: 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: 'im looking for a moderately priced coffee shop'
System: 'Are you looking for somewhere near a particular venue? For example, Cambridge Contemporary Art, Great Saint Mary's Church, or Primavera.'
User: 'no im not'
System: 'Cafe Eleven, which is in the moderate price range, is an outstanding cafe.'
User: 'can i get the phone number and the postcode'
System: 'The phone number of Cafe Eleven is 01223369157. It's in the area with the postcode CB1 1DG.'
User: 'thank you goodbye'
A: Moderate
Rationale: The user mentions that they are looking for a moderately priced coffee shop.
Q: 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: 'sil'
System: 'What kind of venue are you looking for? For example, a cafe, or a restaurant.'
User: 'sil'
System: 'What kind of venue are you looking for? For example, a cafe, a pub, or a restaurant.'
User: 'moderately priced rest'
System: 'Are you looking for somewhere near a particular venue? For example, Little Saint Mary's, or Old Schools.'
User: 'restaurant'
System: 'Are you looking for somewhere near a particular venue? For example, Holy Trinity Church, Milton Country Park, or Saint John's College.'
User: 'barnwell area'
System: 'What part of town do you have in mind? For example, something in the Barnwell, Chesterton, or riverside area.'
User: 'barnwell area'
System: 'Are you looking for somewhere near a particular venue? For example, Castle Galleries, Christ's College, or Pembroke College.'
User: 'no'
System: 'What type of food would you like? For example, Indian, Spanish, or Turkish.'
User: 'moderately priced any'
System: 'What type of food would you like? For example, Contemporary, Thai, or Vegetarian.'
User: 'any'
System: 'What type of food would you like? For example, Middleeastern, or Spanish.'
User: 'any type'
System: 'What part of town do you have in mind? For example, something in the central, riverside, or Trumpington area.'
User: 'barnwell area'
System: 'What type of food would you like? For example, French, International, or Mediterranean.'
User: 'any type'
System: 'What type of food would you like? For example, East asian, Traditional, or Turkish.'
User: 'any type'
System: 'Are you looking for a pub or a restaurant?'
User: 'restaurant'
System: 'What type of food would you like? For example, Drinks and snacks only, Middleeastern, or Seafood.'
User: 'any type moderately priced'
System: 'What part of town do you have in mind? For example, something in the Barnwell, Castle Hill, or central area.'
User: 'barnwell area'
System: 'What type of food would you like? For example, Mexican and Tex Mex, International, or Thai.'
User: 'any type'
System: 'What part of town do you have in mind? For example, something in the Chesterton, central, or Trumpington area.'
User: 'barnwell'
System: 'What type of food would you like? For example, Drinks and snacks only, Italian, or Japanese.'
User: 'any type'
System: 'What type of food would you like? For example, Fusion, Indian, or Seafood.'
User: 'any type'
System: 'Bangkok City, which serves thai food, is an outstanding restaurant. It's in the moderate price range.'
User: 'phone number'
System: 'Bangkok City is in the central part of town and its phone number is 01223354382. The price for main courses ranges from 7 pounds 50 to 13 pounds 90.'
User: 'postcode'
System: 'Bangkok City is in the area with the postcode CB2 3JX.'
User: 'thank you goodbye'
A:
|
Moderate
| 9
|
NIv2
|
task1500_dstc3_classification
|
fs_opt
|
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.
Q: 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: 'im looking for a cheap coffee shop'
System: 'What type of food would you like? For example, East asian, English, or Japanese.'
User: 'any kind'
System: 'What part of town do you have in mind? For example, Newnham, or riverside.'
User: 'it doesnt matter'
System: 'Are you looking for somewhere near a particular venue? For example, Artspace, the Museum Of Technology, or Hughes Hall.'
User: 'no'
System: 'The Cambridge Blue, which is in the cheap price range, is an outstanding cafe.'
User: 'what is the phone number and postcode'
System: 'The phone number of the Cambridge Blue is 01223369222 and it's in the area with the postcode CB2 1DB.'
User: 'thank you goodbye'
A: Cheap
****
Q: 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: 'noise sil'
System: 'What kind of price range are you looking for? For example, free, or moderate.'
User: 'expensive'
System: 'Can I help you with anything else?'
User: 'expensive'
System: 'What kind of price range are you looking for? For example, cheap, expensive, or free.'
User: 'expensive'
System: 'Can I help you with anything else?'
User: 'expensive'
System: 'What kind of venue are you looking for? For example, a cafe, a pub, or a restaurant.'
User: 'noise sil'
System: 'What kind of venue are you looking for? For example, a pub.'
User: 'restaurant'
System: 'What part of town do you have in mind? For example, something in the Barnwell, Fen Ditton, or Newnham area.'
User: 'romsey'
System: 'Are you looking for somewhere near a particular venue? For example, Saint John's College, Sidney Sussex College, or Williams Art and Antiques.'
User: 'noise sil'
System: 'What part of town do you have in mind? For example, something in the Arbury, Newnham, or riverside area.'
User: 'romsey'
System: 'Can I help you with anything else?'
User: 'expensive restaruan in the romsey area'
System: 'The Backstreet Bistro is a great restaurant, it's in the Romsey part of town and it's in the expensive price range.'
User: 'what is the address'
System: 'The Backstreet Bistro is located on 2 Sturton Street.'
User: 'what is the phone number'
System: 'The phone number of the Backstreet Bistro is 01223306306.'
User: 'what is the price'
System: 'The Backstreet Bistro is a great venue. The price for main courses ranges from 10 pounds 95 to 14 pounds 25.'
User: 'thank you good bye'
A: Expensive
****
Q: 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: 'sil'
System: 'What kind of venue are you looking for? For example, a cafe.'
User: 'continental restaurant expensive price range'
System: 'Alimentum, which serves continental and french food, is a great restaurant. It's in the expensive price range.'
User: 'address phone number and postcode'
System: 'Alimentum, which is in the area with the postcode CB2 8PB, is located on 152-154 Hills Road. Its phone number is 01223413000. The price for main courses ranges from 17 pounds 50 to 21 pounds and the price for a glass of wine ranges from 6 pounds 50 to 10 pounds 50.'
User: 'thank you goodbye'
A:
|
Expensive
****
| 4
|
NIv2
|
task1500_dstc3_classification
|
fs_opt
|
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.
Example Input: 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: 'id like a thai restaurant'
System: 'What kind of price range are you looking for? For example, cheap, or moderate.'
User: 'expensive'
System: 'What part of town do you have in mind? For example, something in the Fen Ditton, King's Hedges, or Newnham area.'
User: 'sil'
System: 'What part of town do you have in mind? For example, Cherry Hinton, or Trumpington.'
User: 'i dont care'
System: 'The Wrestlers is an outstanding restaurant, it serves thai food and it's in the expensive price range.'
User: 'what is the phone number'
System: 'The phone number of The Wrestlers is 01223566554.'
User: 'whats the area'
System: 'The Wrestlers is in the riverside part of town.'
User: 'thank you good bye'
Example Output: Expensive
Example Input: 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: 'unintelligible sil'
System: 'What kind of venue are you looking for? For example, a cafe, or a restaurant.'
User: 'unintelligible sil'
System: 'What kind of venue are you looking for? For example, a cafe, a pub, or a restaurant.'
User: 'im looking for a expensive pub food restaurant'
System: 'What type of food would you like? For example, American, Indian, or Japanese.'
User: 'restaurant with pub food'
System: 'Revolution is an outstanding restaurant. It serves pub food. It's in the expensive price range.'
User: 'pub food'
System: 'Revolution, which serves pub food, is an outstanding restaurant. It's in the expensive price range.'
User: 'may i have the address and area'
System: 'Revolution is located on 3-7 Downing Street.'
User: 'area'
System: 'Revolution is an outstanding restaurant.'
User: 'sil'
System: 'Revolution is a great restaurant.'
User: 'what area is the restaurant in'
System: 'Revolution is in the central part of town.'
User: 'in what area'
System: 'Revolution is in the central part of town.'
User: 'thank you and good bye'
Example Output: Expensive
Example Input: 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, a pub, or a restaurant.'
User: 'i would like a cheap restaurant in the fen ditton area'
System: 'The Milton Park English and Thai Restaurant, which is in the Fen Ditton part of town, is a great restaurant. It's in the cheap price range.'
User: 'may i have the phone number and address'
System: 'The Milton Park English and Thai Restaurant is on Milton Park Golf Course, Ely Road, Milton and its phone number is 01223864602.'
User: 'thank you good bye'
Example Output:
|
Cheap
| 3
|
NIv2
|
task1500_dstc3_classification
|
fs_opt
|
Part 1. 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.
Part 2. Example
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: 'im looking for a moderately priced coffee shop'
System: 'Are you looking for somewhere near a particular venue? For example, Cambridge Contemporary Art, Great Saint Mary's Church, or Primavera.'
User: 'no im not'
System: 'Cafe Eleven, which is in the moderate price range, is an outstanding cafe.'
User: 'can i get the phone number and the postcode'
System: 'The phone number of Cafe Eleven is 01223369157. It's in the area with the postcode CB1 1DG.'
User: 'thank you goodbye'
Answer: Moderate
Explanation: The user mentions that they are looking for a moderately priced coffee shop.
Part 3. Exercise
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: 'i am looking for a cheap restaurant in the addonbrookes area'
System: 'The Peking Restaurant, which is in the Addenbrooke's part of town, is an outstanding restaurant. It's in the cheap price range.'
User: 'what is the address'
System: 'The Peking Restaurant is located on Unit 3, The Belvedere, Homerton Street.'
User: 'what is the post code'
System: 'The Peking Restaurant is in the area with the postcode CB2 8NX.'
User: 'thank you good bye'
Answer:
|
Cheap
| 7
|
NIv2
|
task1500_dstc3_classification
|
fs_opt
|
Given the task definition, example input & output, solve the new input case.
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.
Example: 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: 'im looking for a moderately priced coffee shop'
System: 'Are you looking for somewhere near a particular venue? For example, Cambridge Contemporary Art, Great Saint Mary's Church, or Primavera.'
User: 'no im not'
System: 'Cafe Eleven, which is in the moderate price range, is an outstanding cafe.'
User: 'can i get the phone number and the postcode'
System: 'The phone number of Cafe Eleven is 01223369157. It's in the area with the postcode CB1 1DG.'
User: 'thank you goodbye'
Output: Moderate
The user mentions that they are looking for a moderately priced coffee shop.
New input case for you: 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: 'i would like a moderately priced english restaurant'
System: 'Carringtons is a great cafe, it serves cafe food, it serves english food, it's in the moderate price range and it's an outstanding restaurant.'
User: 'what is the phone number and postcode'
System: 'The phone number of Carringtons is 01223361792 and it's in the area with the postcode CB2 3NZ.'
User: 'thank you goodbye'
Output:
|
Moderate
| 1
|
NIv2
|
task1500_dstc3_classification
|
fs_opt
|
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.
Ex Input:
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: 'id like to find a moderately priced restaurant'
System: 'What type of food would you like? For example, French, Spanish, or Traditional.'
User: 'any'
System: 'What type of food would you like? For example, pub, English, or Turkish.'
User: 'turkish'
System: 'Are you looking for somewhere near a particular venue? For example, Corpus Christi, Pembroke College, or Primavera.'
User: 'the new chesterton area'
System: 'Are you looking for a venue in the Chesterton or New Chesterton area?'
User: 'yes'
System: 'Are you looking for a venue in the Chesterton or New Chesterton area?'
User: 'new chesterton'
System: 'There is no restaurant in the New Chesterton area and serving turkish food.'
User: 'i would like to find a moderately priced restaurant in the new chesterton area'
System: 'There is no restaurant in the New Chesterton area and serving turkish food.'
User: 'i would like to find traditional food in the new chesterton area'
System: 'There is no restaurant in the New Chesterton area and serving traditional food.'
User: 'may i restart'
System: 'There is no restaurant in the New Chesterton area and serving traditional food.'
User: 'may i try a different selection'
System: 'Would you like a new chesterton area, or you don't care?'
User: 'new chesterton area'
System: 'Would you like traditional or X food?'
User: 'x foods'
System: 'Would you like traditional or X food?'
User: 'thank you goodbye'
Ex Output:
Moderate
Ex Input:
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: 'i am looking for a cheap pub restaurant'
System: 'Are you looking for a pub or a restaurant?'
User: 'a pub that would do a cheap price range'
System: 'Are you looking for a venue with an internet connection?'
User: 'no'
System: 'Are you looking for somewhere near a particular venue? For example, Cafe Jello, Artworks, or Sidney Sussex College.'
User: 'im looking for a pub thats cheap'
System: 'What part of town do you have in mind? For example, something in the Cherry Hinton, King's Hedges, or Newnham area.'
User: 'doesnt matter'
System: 'Are you looking for somewhere near a particular venue? For example, All Saints Church, Holy Trinity Church, or Kettle's Yard.'
User: 'doesnt matter'
Ex Output:
Cheap
Ex Input:
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: 'i would like a moderately priced english restaurant'
System: 'Carringtons is a great cafe, it serves cafe food, it serves english food, it's in the moderate price range and it's an outstanding restaurant.'
User: 'what is the phone number and postcode'
System: 'The phone number of Carringtons is 01223361792 and it's in the area with the postcode CB2 3NZ.'
User: 'thank you goodbye'
Ex Output:
|
Moderate
| 1
|
NIv2
|
task1500_dstc3_classification
|
fs_opt
|
You will be given a definition of a task first, then an example. Follow the example to solve a new instance of the task.
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.
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: 'im looking for a moderately priced coffee shop'
System: 'Are you looking for somewhere near a particular venue? For example, Cambridge Contemporary Art, Great Saint Mary's Church, or Primavera.'
User: 'no im not'
System: 'Cafe Eleven, which is in the moderate price range, is an outstanding cafe.'
User: 'can i get the phone number and the postcode'
System: 'The phone number of Cafe Eleven is 01223369157. It's in the area with the postcode CB1 1DG.'
User: 'thank you goodbye'
Solution: Moderate
Why? The user mentions that they are looking for a moderately priced coffee shop.
New input: 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: 'breathing'
System: 'What kind of venue are you looking for? For example, a cafe, or a pub.'
User: 'breathing'
System: 'What kind of venue are you looking for? For example, a cafe, a pub, or a restaurant.'
User: 'restaurant'
System: 'What kind of price range are you looking for? For example, expensive, or free.'
User: 'restaurant'
System: 'What kind of price range are you looking for? For example, cheap, or free.'
User: 'moderate moderate'
System: 'Are you looking for somewhere near a particular venue? For example, Cherry Hinton Water Play, Clare College, or Corpus Christi.'
User: 'moderately priced'
System: 'Are you looking for somewhere near a particular venue? For example, Christ's College, Pembroke College, or the Saint Barnabas Press Gallery.'
User: 'chesterton'
System: 'Twenty-four, which is in the Chesterton part of town, is an outstanding restaurant. It's in the moderate price range.'
User: 'chesterton'
System: 'Twenty-four, which is in the Chesterton part of town, is an outstanding restaurant. It's in the moderate price range.'
User: 'need to near chesterton please'
System: 'Are you looking for a venue in the Chesterton or New Chesterton area?'
User: 'breathing'
System: 'Are you looking for a venue in the Chesterton or New Chesterton area?'
User: 'yes'
System: 'Are you looking for a venue in the Chesterton or New Chesterton area?'
User: 'chesterton'
System: 'Twenty-four is a great restaurant. It's in the Chesterton part of town. It's in the moderate price range.'
User: 'breathing'
System: 'Twenty-four is an outstanding restaurant, it's in the Chesterton part of town and it's in the moderate price range.'
User: 'may i have the phone number and address please'
System: 'Twenty-four is located on 24 Cambridge Science Park, Milton Road and its phone number is 01223395800.'
User: 'thank you good bye'
Solution:
|
Moderate
| 0
|
NIv2
|
task1500_dstc3_classification
|
fs_opt
|
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.
Example: 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: 'im looking for a moderately priced coffee shop'
System: 'Are you looking for somewhere near a particular venue? For example, Cambridge Contemporary Art, Great Saint Mary's Church, or Primavera.'
User: 'no im not'
System: 'Cafe Eleven, which is in the moderate price range, is an outstanding cafe.'
User: 'can i get the phone number and the postcode'
System: 'The phone number of Cafe Eleven is 01223369157. It's in the area with the postcode CB1 1DG.'
User: 'thank you goodbye'
Example solution: Moderate
Example explanation: The user mentions that they are looking for a moderately priced coffee shop.
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: 'yawning'
System: 'What kind of venue are you looking for? For example, a cafe, a pub, or a restaurant.'
User: 'im looking'
System: 'What kind of price range are you looking for? For example, expensive, free, or moderate.'
User: 'expensive restaurant'
System: 'Let me confirm. You are looking for a venue in the expensive price range.'
User: 'expensive'
System: 'What type of food would you like? For example, Contemporary, Fusion, or Vegetarian.'
User: 'yes'
System: 'What part of town do you have in mind? For example, something in the Arbury, Castle Hill, or New Chesterton area.'
User: 'any food'
System: 'What part of town do you have in mind? For example, something in the Addenbrooke's, Girton, or Newnham area.'
User: 'addenbrookes'
System: 'Let me confirm. You don't care about the food and you are looking for a venue.'
User: 'the addenbrookes area'
System: 'Let me confirm. You don't care about the food and you are looking for a venue.'
User: 'yes'
System: 'Are you looking for a pub or a restaurant?'
User: 'a restaurant'
System: 'The Lucky Star is a great restaurant, it's in the Addenbrooke's part of town and it's in the expensive price range.'
User: 'a restaurant'
System: 'The Lucky Star is an outstanding restaurant. It's in the Addenbrooke's part of town. It's in the expensive price range.'
User: 'may i have the address'
System: 'The Lucky Star is located on Unit.'
User: 'what is the a'
System: 'The Lucky Star is in the Addenbrooke's part of town.'
User: 'what is the address'
System: 'The Lucky Star is located on Unit.'
User: 'and the phone number'
System: 'The phone number of the Lucky Star is 01223244277.'
User: 'thank you good bye'
|
Solution: Expensive
| 5
|
NIv2
|
task1500_dstc3_classification
|
fs_opt
|
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.
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: 'im looking for a greek restaurant'
System: 'What part of town do you have in mind? For example, something in the Barnwell, Castle Hill, or Cherry Hinton area.'
User: 'i dont care'
System: 'The Eraina Taverna is an outstanding restaurant. It serves greek food.'
User: 'what is the price range'
System: 'The Eraina Taverna is in the moderate price range.'
User: 'what is the postcode'
System: 'The Eraina Taverna is in the area with the postcode CB2 3QA.'
User: 'what is the phone number'
System: 'The phone number of the Eraina Taverna is 01223902126.'
User: 'what is the address'
System: 'The Eraina Taverna is located on 2 Free School Lane.'
User: 'thank you good bye'
Don't Care
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: 'hi im looking for a spanish restaurant'
System: 'What kind of price range are you looking for? For example, expensive, or free.'
User: 'i dont care'
System: 'La Raza, which serves spanish food, is a great restaurant. It's in the cheap price range.'
User: 'can i get the address the phone number and the area please'
System: 'La Raza is in the central part of town and its phone number is 01223464550.'
User: 'thank you good bye'
Don't Care
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: 'is there a moderately priced restaruant in unitelligible area'
System: 'What kind of price range are you looking for? For example, expensive, or moderate.'
User: 'moderate girton'
System: 'What kind of venue are you looking for? For example, a restaurant.'
User: 'restaurant in girton'
System: 'What kind of venue are you looking for? For example, a cafe.'
User: 'restaurant any kind douche'
System: 'What type of food would you like? For example, Drinks and snacks only, French, or International.'
User: 're'
System: 'What type of food would you like? For example, Chinese take away, East asian, or Greek.'
User: 'girton area'
System: 'What type of food would you like? For example, Fastfood, Mediterranean, or Seafood.'
User: 'girton'
System: 'What type of food would you like? For example, Fusion, Mediterranean, or Vegetarian.'
User: 'mediterranean'
System: 'There is no restaurant serving french food in the moderate price range.'
User: 'thank you good bye'
|
Moderate
| 0
|
NIv2
|
task1500_dstc3_classification
|
fs_opt
|
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.
[EX Q]: 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: 'sil'
System: 'What kind of price range are you looking for? For example, cheap, or moderate.'
User: 'moderate'
System: 'What kind of venue are you looking for? For example, a cafe, a pub, or a restaurant.'
User: 'moderate price range'
System: 'What kind of venue are you looking for? For example, a cafe.'
User: 'greek'
System: 'Are you looking for a cafe or a restaurant?'
User: 'unintelligible'
System: 'Are you looking for a cafe or a restaurant?'
User: 'uh restaurant'
System: 'The Eraina Taverna, which serves greek food, is an outstanding restaurant. It's in the moderate price range.'
User: 'restaurant'
System: 'The Eraina Taverna, which serves greek food, is a great restaurant. It's in the moderate price range.'
User: 'yes tell me about that'
System: 'The phone number of the Eraina Taverna is 01223902126.'
User: 'say again'
System: 'The phone number of the Eraina Taverna is 01223902126.'
User: 'whats the address'
System: 'The Eraina Taverna is located on 2 Free School Lane.'
User: 'sil'
System: 'The Eraina Taverna, which serves greek food, is a great restaurant. It's in the moderate price range.'
User: 'sil'
System: 'Can I help you with anything else?'
User: 'sil'
System: 'Can I help you with anything else?'
User: 'thank you goodbye'
[EX A]: Moderate
[EX Q]: 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: 'im looking for a traditional restaurant with an expensive price range'
System: 'The Riverside Restaurant is a great restaurant. It serves traditional food. It's in the expensive price range.'
User: 'sil'
System: 'The Riverside Restaurant, which serves traditional food, is an outstanding restaurant. It's in the expensive price range.'
User: 'i need the know the address and the area'
System: 'The Riverside Restaurant is on University Centre, Granta Place. Its phone number is 01223902174. The price for main courses ranges from 14 pounds 95 to 16 pounds 95.'
User: 'can i have the address'
System: 'The Granta Bar is on University Centre, Granta Place.'
User: 'can i have information about the area'
System: 'The Granta Bar is an outstanding restaurant.'
User: 'thank you good bye'
[EX A]: Expensive
[EX Q]: 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: 'im looking for a restaurant in new chesterton i dont care about the price'
System: 'What type of food would you like? For example, East asian, Contemporary, or Continental.'
User: 'contemporary'
System: 'There is no restaurant in the New Chesterton area and serving contemporary food.'
User: 'do you have another restaurant in the new chesterton area'
System: 'There is no restaurant in the New Chesterton area and serving contemporary food.'
User: 'sil'
System: 'Hakka, which is in the New Chesterton part of town, is an outstanding restaurant.'
User: 'sil'
System: 'What type of food would you like? For example, Chinese take away, Chinese, or Contemporary.'
User: 'what is the phone number and address'
System: 'Hakka is located on 24 Milton Road. Its phone number is 01223568988. The price for main courses ranges from 5 pounds to 13 pounds.'
User: 'chinese'
System: 'Hakka, which is in the New Chesterton part of town, is an outstanding restaurant. It serves chinese food.'
User: 'thank you goodbye'
[EX A]:
|
Don't Care
| 6
|
NIv2
|
task1500_dstc3_classification
|
fs_opt
|
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.
--------
Question: 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: 'yes im looking for a coffee shop in the city centre'
System: 'Carringtons, which is an outstanding cafe and a great restaurant, is in the central part of town.'
User: 'may i have the phone number'
System: 'The phone number of Carringtons is 01223361792.'
User: 'may i have the address'
System: 'Carringtons is located on 23 Market Street.'
User: 'thank you goodbye'
Answer: Don't Care
Question: 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: 'im looking for a restaurant in the barnwell area'
System: 'What type of food would you like? For example, Chinese take away, Japanese, or Turkish.'
User: 'ah it doesnt matter as long as its moderately priced'
System: 'The Wheatsheaf, which is in the Barnwell part of town, is an outstanding restaurant. It's in the moderate price range.'
User: 'ah whats the address and price'
System: 'The Wheatsheaf is on Stow Road, Stow-Cum-Quy. The price for main courses ranges from 4 pounds to 13 pounds and the price for a cheapest pint of beer is 2 pounds 65.'
User: 'ah whats the address again'
System: 'The Wheatsheaf is located on Stow Road, Stow-Cum-Quy.'
User: 'thank you good bye'
Answer: Moderate
Question: 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: 'unintelligible'
System: 'What kind of venue are you looking for? For example, a cafe, or a pub.'
User: 'unintelligible'
System: 'What kind of price range are you looking for? For example, expensive, or moderate.'
User: 'background noise'
System: 'What kind of venue are you looking for? For example, a cafe, a pub, or a restaurant.'
User: 'a moderately priced restaurant in a chesterton area'
System: 'What part of town do you have in mind? For example, King's Hedges, or New Chesterton.'
User: 'chesterton'
System: 'Twenty-four, which is in the Chesterton part of town, is an outstanding restaurant. It's in the moderate price range.'
User: 'whats the address'
System: 'Twenty-four is on 24 Cambridge Science Park, Milton Road.'
User: 'whats the phone number'
System: 'The phone number of Twenty-four is 01223395800.'
User: 'thank you good bye'
Answer:
|
Moderate
| 7
|
NIv2
|
task1500_dstc3_classification
|
fs_opt
|
Teacher: 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.
Teacher: Now, understand the problem? If you are still confused, see the following example:
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: 'im looking for a moderately priced coffee shop'
System: 'Are you looking for somewhere near a particular venue? For example, Cambridge Contemporary Art, Great Saint Mary's Church, or Primavera.'
User: 'no im not'
System: 'Cafe Eleven, which is in the moderate price range, is an outstanding cafe.'
User: 'can i get the phone number and the postcode'
System: 'The phone number of Cafe Eleven is 01223369157. It's in the area with the postcode CB1 1DG.'
User: 'thank you goodbye'
Solution: Moderate
Reason: The user mentions that they are looking for a moderately priced coffee shop.
Now, solve this instance: 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: 'yes im looking for a moderately priced restaurant in the cherry hinton area'
System: 'Are you looking for somewhere near a particular venue? For example, All Saints Church, Clare College, or Kettle's Yard.'
User: 'kettles yard'
System: 'What type of food would you like? For example, Mexican and Tex Mex, International, or Italian.'
User: 'mexican'
System: 'There is no restaurant in the Cherry Hinton area and serving mexican and tex mex food.'
User: 'italian food'
System: 'Would you like italian or X food?'
User: 'italian'
System: 'There is no restaurant in the Cherry Hinton area and serving italian food.'
User: 'it doesnt matter what type of food'
System: 'Would you like a cherry hinton area, or you don't care?'
User: 'a cherry hinton area'
System: 'Sitar Tandoori, which is in the Cherry Hinton part of town, is an outstanding restaurant. It's in the moderate price range.'
User: 'moderately priced restaurant'
System: 'Sitar Tandoori is a great restaurant, it's in the Cherry Hinton part of town and it's in the moderate price range.'
User: 'can i get the phone number and the address'
System: 'Sitar Tandoori is located on 43 High Street, Cherry Hinton.'
User: 'may i have the price please'
System: 'Sitar Tandoori is an outstanding venue. The price for main courses ranges from 4 pounds 95 to 9 pounds 95.'
User: 'thank you good bye'
Student:
|
Moderate
| 2
|
NIv2
|
task1500_dstc3_classification
|
fs_opt
|
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.
--------
Question: 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: 'im looking for a restaurant in the fen ditton area uh expensive'
System: 'The Riverside Restaurant, which is in the Fen Ditton part of town, is a great restaurant. It's in the expensive price range.'
User: 'uh what sort of prices do they have'
System: 'The Riverside Restaurant is an outstanding venue. The price for main courses ranges from 21 pounds 95 to 25 pounds 95.'
User: 'uh whats the address and phone number'
System: 'The Riverside Restaurant is located on Cambridge Regional College, Newmarket Road and its phone number is 01223418997.'
User: 'thank you goodbye'
Answer: Expensive
Question: 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: 'ah looking for a cafe food restaurant'
System: 'What kind of price range are you looking for? For example, cheap, expensive, or free.'
User: 'doesnt matter'
System: 'What kind of price range are you looking for? For example, cheap, expensive, or free.'
User: 'ah not important'
System: 'What kind of price range are you looking for? For example, cheap, expensive, or moderate.'
User: 'i dont care about the price range'
System: 'What kind of price range are you looking for? For example, cheap, free, or moderate.'
User: 'doesnt matter i dont care'
System: 'Are you looking for somewhere near a particular venue? For example, Castle Galleries, Cherry Hinton Water Play, or the Museum of Archaelogy and Anthropology.'
User: 'uh i dont care'
System: 'What part of town do you have in mind? For example, Castle Hill, or riverside.'
User: 'doesnt matter'
System: 'Carringtons is a great cafe and an outstanding restaurant. It serves cafe food. It serves english food.'
User: 'whats the address and area'
System: 'Carringtons is on 23 Market Street. It's in the moderate price range.'
User: 'what area is it in'
System: 'Carringtons is in the central part of town.'
User: 'thank you good bye'
Answer: Don't Care
Question: 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: 'a restaurant in cherry hinton'
System: 'What kind of price range are you looking for? For example, cheap, or free.'
User: 'i dont care'
System: 'Are you looking for somewhere near a particular venue? For example, Clare College, Pembroke College, or the People's Portraits Exhibition.'
User: 'no'
System: 'Spice Merchants, which is in the Cherry Hinton part of town, is an outstanding restaurant.'
User: 'noise sil'
System: 'Spice Merchants, which is in the Cherry Hinton part of town, is a great restaurant.'
User: 'can you please give me the address'
System: 'Spice Merchants is on 60 Trumpington Road.'
User: 'and the price'
System: 'Spice Merchants is a great venue. The price for main courses ranges from 4 pounds 95 to 7 pounds 95.'
User: 'the address please'
System: 'Spice Merchants is on 60 Trumpington Road.'
User: 'and the phone number'
System: 'The phone number of Spice Merchants is 01223843436.'
User: 'thank you good bye'
Answer:
|
Don't Care
| 7
|
NIv2
|
task1500_dstc3_classification
|
fs_opt
|
Given the task definition, example input & output, solve the new input case.
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.
Example: 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: 'im looking for a moderately priced coffee shop'
System: 'Are you looking for somewhere near a particular venue? For example, Cambridge Contemporary Art, Great Saint Mary's Church, or Primavera.'
User: 'no im not'
System: 'Cafe Eleven, which is in the moderate price range, is an outstanding cafe.'
User: 'can i get the phone number and the postcode'
System: 'The phone number of Cafe Eleven is 01223369157. It's in the area with the postcode CB1 1DG.'
User: 'thank you goodbye'
Output: Moderate
The user mentions that they are looking for a moderately priced coffee shop.
New input case for you: 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: 'um im looking for a restaurant'
System: 'What kind of price range are you looking for? For example, expensive.'
User: 'cheap'
System: 'Are you looking for somewhere near a particular venue? For example, King's College, the Michaelhouse Centre, or Trinity College.'
User: 'cherry hinton area'
System: 'Are you looking for somewhere near a particular venue? For example, the Michaelhouse Centre, the Museum of Classical Archaeology, or Old Schools.'
User: 'cherry hinton area'
System: 'Are you looking for somewhere near a particular venue? For example, Downing College, Kettle's Yard, or Wandlebury Country Park.'
User: 'uh it should be in cherry hinton area'
System: 'What type of food would you like? For example, American, Greek, or Japanese.'
User: 'um i would like american food'
System: 'Are you looking for somewhere near a particular venue? For example, Jesus College, the Museum of Archaelogy and Anthropology, or the Saint Barnabas Press Gallery.'
User: 'um near cherry hinton area'
System: 'Are you looking for somewhere near a particular venue? For example, Cherry Hinton Water Play, the Lynne Strover Gallery, or the People's Portraits Exhibition.'
User: 'cherry hinton area'
System: 'Are you looking for somewhere near a particular venue? For example, Christ's College, Milton Country Park, or The Fitzwilliam Museum.'
User: 'okay uh im looking near cherry hinton area'
System: 'What type of food would you like? For example, Cafe food, pub, or Vegetarian.'
User: 'uh what types of foods area available there'
System: 'What type of food would you like? For example, Chinese, Fusion, or Turkish.'
User: 'indian'
System: 'Spice Merchants, which is in the Cherry Hinton part of town, is a great restaurant. It serves indian food and it's in the cheap price range.'
User: 'okay what is the address'
System: 'Spice Merchants is on 60 Trumpington Road and it's in the area with the postcode CB2 8EX.'
User: 'okay thank you goodbye'
Output:
|
Cheap
| 1
|
NIv2
|
task1500_dstc3_classification
|
fs_opt
|
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.
One example: 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: 'im looking for a moderately priced coffee shop'
System: 'Are you looking for somewhere near a particular venue? For example, Cambridge Contemporary Art, Great Saint Mary's Church, or Primavera.'
User: 'no im not'
System: 'Cafe Eleven, which is in the moderate price range, is an outstanding cafe.'
User: 'can i get the phone number and the postcode'
System: 'The phone number of Cafe Eleven is 01223369157. It's in the area with the postcode CB1 1DG.'
User: 'thank you goodbye'
Solution is here: Moderate
Explanation: The user mentions that they are looking for a moderately priced coffee shop.
Now, solve this: 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: 'im looking for a mediterranean restaurant'
System: 'What kind of price range are you looking for? For example, cheap, or moderate.'
User: 'it doesnt matter'
System: 'What part of town do you have in mind? For example, something in the Fen Ditton, Girton, or King's Hedges area.'
User: 'background noise'
System: 'Are you looking for somewhere near a particular venue? For example, Corpus Christi, Hughes Hall, or Queens' College.'
User: 'no'
System: 'What part of town do you have in mind? For example, something in the Cherry Hinton, King's Hedges, or Trumpington area.'
User: 'background noise'
System: 'What part of town do you have in mind? For example, something in the Castle Hill, Girton, or riverside area.'
User: 'it doesnt matter'
System: 'Let me confirm. You don't care about the area and you are looking for a venue.'
User: 'thats true'
System: 'Would you like a girton area, or you don't care?'
User: 'i dont care'
System: 'Nando's Restaurant, Cambridge Leisure Park is a great restaurant and it serves mediterranean food.'
User: 'what is the address and phone number'
System: 'Nando's Restaurant, Cambridge Leisure Park is on Unit G5, Cambridge Leisure Park, Clifton Way, its phone number is 01223246568 and it's in the moderate price range.'
User: 'what is the prices'
System: 'Nando's Restaurant, Cambridge Leisure Park is a great venue. The price for main courses ranges from 3 pounds 50 to 12 pounds 45.'
User: 'thank you good bye'
Solution:
|
Don't Care
| 6
|
NIv2
|
task1500_dstc3_classification
|
fs_opt
|
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.
--------
Question: 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: 'im looking for a restaurant in chesterton in any price range'
System: 'Twenty-four is an outstanding restaurant and it's in the Chesterton part of town.'
User: 'whats the address and postcode'
System: 'Twenty-four, which is in the area with the postcode CB4 0FN, is on 24 Cambridge Science Park, Milton Road.'
User: 'thank you good bye'
Answer: Don't Care
Question: 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: 'im looking for a moderately priced restaurant and it should be in the chesterton area'
System: 'There is no restaurant in the Chesterton area in the cheap price range.'
User: 'what about moderately priced'
System: 'Twenty-four is an outstanding restaurant and it's in the Chesterton part of town. It's in the moderate price range.'
User: 'is this in the new chesterton'
System: 'Twenty-four is in the Chesterton part of town. The price for main courses ranges from 6 pounds to 15 pounds.'
User: 'alright uh what about a moderately priced restaurant in new chesterton area'
System: 'Twenty-four is a great restaurant.'
User: 'giv can you please give me the address and the postcode'
System: 'Twenty-four, which is in the area with the postcode CB4 0FN, is on 24 Cambridge Science Park, Milton Road.'
User: 'thank you goodbye'
Answer: Moderate
Question: 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: 'im looking for a coffee shop serving english food and it should have a cheap price range'
System: 'The Cambridge Blue, which serves english food, is an outstanding cafe. It's in the cheap price range.'
User: 'ok may i know the address phone number and postcode'
System: 'The Cambridge Blue, which is in the area with the postcode CB2 1DB, is located on 24 Regent Street. Its phone number is 01223369222.'
User: 'thank you good bye'
Answer:
|
Cheap
| 7
|
NIv2
|
task1500_dstc3_classification
|
fs_opt
|
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.
One example: 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: 'im looking for a moderately priced coffee shop'
System: 'Are you looking for somewhere near a particular venue? For example, Cambridge Contemporary Art, Great Saint Mary's Church, or Primavera.'
User: 'no im not'
System: 'Cafe Eleven, which is in the moderate price range, is an outstanding cafe.'
User: 'can i get the phone number and the postcode'
System: 'The phone number of Cafe Eleven is 01223369157. It's in the area with the postcode CB1 1DG.'
User: 'thank you goodbye'
Solution is here: Moderate
Explanation: The user mentions that they are looking for a moderately priced coffee shop.
Now, solve this: 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: 'im looking for a cheap restaurant in the addenbrookes area'
System: 'The Peking Restaurant, which is in the Addenbrooke's part of town, is an outstanding restaurant. It's in the cheap price range.'
User: 'im looking for a cheap restaurant in the addenbrookes restaurant'
System: 'The Peking Restaurant, which is in the Addenbrooke's part of town, is a great restaurant. It's in the cheap price range.'
User: 'what is the address'
System: 'The Peking Restaurant is on Unit 3, The Belvedere, Homerton Street.'
User: 'what is the phone number'
System: 'The phone number of the Peking Restaurant is 01223902166.'
User: 'thank you good bye'
Solution:
|
Cheap
| 6
|
NIv2
|
task1500_dstc3_classification
|
fs_opt
|
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.
Example Input: 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: 'im looking for a moderately priced restaurant and it should be in the chesterton area'
System: 'There is no restaurant in the Chesterton area in the cheap price range.'
User: 'what about moderately priced'
System: 'Twenty-four is an outstanding restaurant and it's in the Chesterton part of town. It's in the moderate price range.'
User: 'is this in the new chesterton'
System: 'Twenty-four is in the Chesterton part of town. The price for main courses ranges from 6 pounds to 15 pounds.'
User: 'alright uh what about a moderately priced restaurant in new chesterton area'
System: 'Twenty-four is a great restaurant.'
User: 'giv can you please give me the address and the postcode'
System: 'Twenty-four, which is in the area with the postcode CB4 0FN, is on 24 Cambridge Science Park, Milton Road.'
User: 'thank you goodbye'
Example Output: Moderate
Example Input: 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: 'im looking for a moderately priced restaurant in the fen ditton area'
System: 'What type of food would you like? For example, Chinese take away, Middleeastern, or Vegetarian.'
User: 'ah chinese'
System: 'Are you looking for somewhere near a particular venue? For example, All Saints Church, Downing College, or Wandlebury Country Park.'
User: 'fen ditton'
System: 'What part of town do you have in mind? For example, something in the Addenbrooke's, Barnwell, or central area.'
User: 'the fen ditton area'
System: 'What part of town do you have in mind? For example, something in the Cherry Hinton, Girton, or Trumpington area.'
User: 'thank you good bye'
Example Output: Moderate
Example Input: 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: 'breathing im looking for a cheap restaurant'
System: 'Are you looking for somewhere near a particular venue? For example, Clare Hall, Old Schools, or Wandlebury Country Park.'
User: 'ah preferably in the castle hill area'
System: 'Are you looking for somewhere near a particular venue? For example, Emmanuel College, or Old Schools.'
User: 'near the castle hill area'
System: 'What part of town do you have in mind? For example, Arbury, or Cherry Hinton.'
User: 'i dont care'
System: 'What type of food would you like? For example, pub, or French.'
User: 'i dont care'
System: 'La Raza, which is in the cheap price range, is an outstanding restaurant.'
User: 'great whats the address please'
System: 'Let me confirm. You don't care about the food and you are looking for a venue.'
User: 'im thinking a cheap restaurant in the castle hill area'
System: 'Would you like an indian food, or you don't care?'
User: 'i dont care'
System: 'La Raza is located on 4-6, The Basement, Rose Crescent.'
User: 'can i get the phone number'
System: 'The phone number of La Raza is 01223464550.'
User: 'and what is the price of the venue'
System: 'La Raza is a great venue. The price for main courses ranges from 1 pound 95 to 13 pounds 95 and the entrance for adults is 4 pounds.'
User: 'thank you good bye'
Example Output:
|
Cheap
| 3
|
NIv2
|
task1500_dstc3_classification
|
fs_opt
|
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.
Example input: 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: 'im looking for a moderately priced coffee shop'
System: 'Are you looking for somewhere near a particular venue? For example, Cambridge Contemporary Art, Great Saint Mary's Church, or Primavera.'
User: 'no im not'
System: 'Cafe Eleven, which is in the moderate price range, is an outstanding cafe.'
User: 'can i get the phone number and the postcode'
System: 'The phone number of Cafe Eleven is 01223369157. It's in the area with the postcode CB1 1DG.'
User: 'thank you goodbye'
Example output: Moderate
Example explanation: The user mentions that they are looking for a moderately priced coffee shop.
Q: 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: 'im looking for a moderately priced restaurant in the fenditton area'
System: 'What kind of price range are you looking for? For example, cheap, or free.'
User: 'moderate'
System: 'What part of town do you have in mind? For example, something in the Chesterton, Fen Ditton, or New Chesterton area.'
User: 'fenditton'
System: 'What part of town do you have in mind? For example, something in the Arbury, King's Hedges, or Trumpington area.'
User: 'fenditton'
System: 'What part of town do you have in mind? For example, something in the central, New Chesterton, or Romsey area.'
User: 'area'
System: 'What part of town do you have in mind? For example, New Chesterton, or riverside.'
User: 'fenditton area'
System: 'What type of food would you like? For example, Italian, or Turkish.'
User: 'doesnt matter'
System: 'Are you looking for somewhere near a particular venue? For example, the Technology Museum, King's College, or The Fitzwilliam Museum.'
User: 'no'
System: 'The Six Bells, High Saint is a great restaurant and it's in the Cherry Hinton part of town. It's in the moderate price range.'
User: 'what part of town is it in'
System: 'The Six Bells, High Saint is an outstanding restaurant, it's in the Cherry Hinton part of town and it's in the moderate price range.'
User: 'im looking in the fenditton area'
System: 'The Six Bells, High Saint, which is in the Cherry Hinton part of town, is an outstanding restaurant. It's in the moderate price range.'
User: 'th'
System: 'The Six Bells, High Saint, which is in the Cherry Hinton part of town, is a great restaurant. It's in the moderate price range.'
User: 'thank you good bye'
A:
|
Don't Care
| 3
|
NIv2
|
task1500_dstc3_classification
|
fs_opt
|
You will be given a definition of a task first, then an example. Follow the example to solve a new instance of the task.
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.
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: 'im looking for a moderately priced coffee shop'
System: 'Are you looking for somewhere near a particular venue? For example, Cambridge Contemporary Art, Great Saint Mary's Church, or Primavera.'
User: 'no im not'
System: 'Cafe Eleven, which is in the moderate price range, is an outstanding cafe.'
User: 'can i get the phone number and the postcode'
System: 'The phone number of Cafe Eleven is 01223369157. It's in the area with the postcode CB1 1DG.'
User: 'thank you goodbye'
Solution: Moderate
Why? The user mentions that they are looking for a moderately priced coffee shop.
New input: 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: 'im looking for a pub with a internet connection and any price range'
System: 'Are you looking for somewhere near a particular venue? For example, the Botanic Gardens, the Museum of Classical Archaeology, or the Regency Gallery.'
User: 'anywhere'
System: 'The Bakers is an outstanding pub.'
User: 'what address'
System: 'The Bakers is on 176 East Road. The price for main courses ranges from 6 pounds to 8 pounds 49 and the price for a cheapest pint of beer is 2 pounds 25.'
User: 'ok and the phone number'
System: 'The phone number of The Bakers is 01223304121.'
User: 'what is the post code'
System: 'The Bakers is in the area with the postcode CB1 1BG.'
User: 'ok thank you good bye'
Solution:
|
Don't Care
| 0
|
NIv2
|
task1500_dstc3_classification
|
fs_opt
|
instruction:
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.
question:
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: 'sil'
System: 'What kind of venue are you looking for? For example, a pub.'
User: 'sil'
System: 'What kind of venue are you looking for? For example, a cafe, or a pub.'
User: 'coffee shop'
System: 'Can I help you with anything else?'
User: 'coffee shop'
System: 'Are you looking for somewhere near a particular venue? For example, Pembroke College, the Saint Barnabas Press Gallery, or the Whipple Museum.'
User: 'cafe'
System: 'What type of food would you like? For example, Drinks and snacks only, Northern european, or Turkish.'
User: 'no'
System: 'What type of food would you like? For example, American, English, or Japanese.'
User: 'no'
System: 'Are you looking for somewhere near a particular venue? For example, the Book and Print Gallery, the Michaelhouse Centre, or The Fitzwilliam Museum.'
User: 'no'
System: 'The Cambridge Blue is an outstanding cafe.'
User: 'no'
System: 'The Cambridge Blue is an outstanding cafe.'
User: 'price'
System: 'The Cambridge Blue is located on 24 Regent Street. The price for main courses ranges from 1 pound 20 to 2 pounds 50 and the price for a cappuccino is 1 pound 35.'
User: 'price'
System: 'The Cambridge Blue is an outstanding venue. The price for main courses ranges from 1 pound 20 to 2 pounds 50 and the price for a cappuccino is 1 pound 35.'
User: 'moderate'
System: 'Cafe Eleven, which is in the moderate price range, is a great cafe.'
User: 'address'
System: 'Cafe Eleven is located on 11 Burleigh Street.'
User: 'address'
System: 'Cafe Eleven is located on 11 Burleigh Street.'
User: 'price'
System: 'Cafe Eleven is a great venue. The price for main courses ranges from 1 pound 50 to 6 pounds and the price for a cappuccino is 1 pound 75.'
User: 'sil'
System: 'Cafe Eleven is a great cafe.'
User: 'price'
System: 'Cafe Eleven is a great venue. The price for main courses ranges from 1 pound 50 to 6 pounds and the price for a cappuccino is 1 pound 75.'
User: 'telephone'
System: 'The phone number of Cafe Eleven is 01223369157.'
User: 'telephone'
System: 'The phone number of Cafe Eleven is 01223369157.'
User: 'thank you good bye'
answer:
Moderate
question:
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: 'im looking for an international restaurant'
System: 'Giraffe, which serves international food, is an outstanding restaurant.'
User: 'what is the phone number'
System: 'The phone number of Giraffe is 01223300707.'
User: 'what area is it in'
System: 'Giraffe is in the central part of town.'
User: 'knocking thank you goodbye'
answer:
Don't Care
question:
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 pub, or a restaurant.'
User: 'restaurant'
System: 'What type of food would you like? For example, Contemporary, Middleeastern, or Spanish.'
User: 'chinese takeaway'
System: 'Would you like chinese or X food?'
User: 'chinese'
System: 'What part of town do you have in mind? For example, something in the Barnwell, Girton, or riverside area.'
User: 'i dont care'
System: 'The J Restaurant, which serves chinese food, is a great restaurant.'
User: 'does it have takeaway'
System: 'What kind of price range are you looking for? For example, expensive, or moderate.'
User: 'i dont care about the price range'
System: 'Are you looking for somewhere near a particular venue? For example, Old Schools, or the Saint Barnabas Press Gallery.'
User: 'no what is the address'
System: 'The J Restaurant is located on 86, Regent Street.'
User: 'what is the phone number'
System: 'The phone number of the J Restaurant is 01223307273.'
User: 'what is the postcode'
System: 'The J Restaurant is in the area with the postcode CB2 1DP.'
User: 'thank you goodbye'
answer:
|
Don't Care
| 9
|
NIv2
|
task1500_dstc3_classification
|
fs_opt
|
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.
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: 'im looking for a moderately priced pub'
System: 'The Alma is a great pub and it's in the moderate price range.'
User: 'does it have a tv'
System: 'The Alma has a television.'
User: 'i need the address'
System: 'The Alma is on Russell Court.'
User: 'thank you good bye'
Moderate
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: 'noise sil'
System: 'What kind of price range are you looking for? For example, free, or moderate.'
User: 'me the information'
System: 'What kind of venue are you looking for? For example, a restaurant.'
User: 'any price range'
System: 'What kind of venue are you looking for? For example, a cafe, or a restaurant.'
User: 'a restaurant'
System: 'Are you looking for somewhere near a particular venue? For example, Saint Catharine's College, The Fitzwilliam Museum, or Trinity College.'
User: 'a restaurant'
System: 'What type of food would you like? For example, Northern european, American, or International.'
User: 'trumpington'
System: 'What type of food would you like? For example, Fastfood, Japanese, or Middleeastern.'
User: 'any type'
System: 'What type of food would you like? For example, East asian, Indian, or Traditional.'
User: 'any type'
System: 'What type of food would you like? For example, Cafe food, Fusion, or International.'
User: 'any type'
System: 'Are you looking for somewhere near a particular venue? For example, the Museum Of Technology, the Michaelhouse Centre, or the Regency Gallery.'
User: 'cafe'
System: 'Can I help you with anything else?'
User: 'no'
System: 'Are you looking for somewhere near a particular venue? For example, Clare Hall, or the Museum of Archaelogy and Anthropology.'
User: 'i want a restaurant near trumpington'
System: 'Are you looking for somewhere near a particular venue? For example, Clare Hall, Saint John's College, or Wandlebury Country Park.'
User: 'no'
System: 'The Oak Bistro is a great restaurant. It's in the Trumpington part of town.'
User: 'no'
System: 'The Oak Bistro is a great venue. The price for main courses ranges from 11 pounds 50 to 17 pounds 75.'
User: 'can you give me the address'
System: 'The Oak Bistro is on 6 Lensfield Road.'
User: 'the address please'
System: 'The Oak Bistro is located on 6 Lensfield Road.'
User: 'the phone number'
System: 'The Oak Bistro is an outstanding restaurant.'
User: 'the phone number'
System: 'The phone number of The Oak Bistro is 01223323361.'
User: 'can you give me the phone number'
System: 'The phone number of The Oak Bistro is 01223323361.'
User: 'any other options'
System: 'Le Gros Franck is a great restaurant and it's in the Trumpington part of town.'
User: 'any other options'
System: 'The Unicorn Steak and Ale House, which is in the Trumpington part of town, is a great restaurant.'
User: 'what is the price range'
System: 'The Unicorn Steak and Ale House is in the moderate price range.'
User: 'price range'
System: 'The Unicorn Steak and Ale House is a great venue. The price for main courses ranges from 4 pounds 50 to 10 pounds and the price for a cheapest pint of beer is 3 pounds.'
User: 'how much does it cost'
System: 'The Unicorn Steak and Ale House is a great venue. The price for main courses ranges from 4 pounds 50 to 10 pounds and the price for a cheapest pint of beer is 3 pounds.'
User: 'exactly'
System: 'The Unicorn Steak and Ale House is a great venue. The price for main courses ranges from 4 pounds 50 to 10 pounds and the price for a cheapest pint of beer is 3 pounds.'
User: 'the phone number please'
System: 'The phone number of The Unicorn Steak and Ale House is 01223845102.'
User: 'what is the address'
System: 'The Unicorn Steak and Ale House is located on Church Lane, Trumpington.'
User: 'good bye thank you'
Don't Care
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: 'im looking for a spanish restaurant'
System: 'What kind of price range are you looking for? For example, cheap, or expensive.'
User: 'a cheap spanish restaurant'
System: 'Are you looking for somewhere near a particular venue? For example, the Book and Print Gallery, the Ruskin Gallery, or the Whipple Museum of the History of Science.'
User: 'no'
System: 'La Raza, which serves spanish food, is an outstanding restaurant. It's in the cheap price range.'
User: 'sil'
System: 'La Raza, which serves spanish food, is a great restaurant. It's in the cheap price range.'
User: 'no'
System: 'La Raza is a great restaurant and it serves spanish food. It's in the cheap price range.'
User: 'whats the phone number'
System: 'The phone number of La Raza is 01223464550.'
User: 'what is the phone number'
System: 'The phone number of La Raza is 01223464550.'
User: 'thank you goodbye'
|
Cheap
| 0
|
NIv2
|
task1500_dstc3_classification
|
fs_opt
|
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.
Let me give you an example: 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: 'im looking for a moderately priced coffee shop'
System: 'Are you looking for somewhere near a particular venue? For example, Cambridge Contemporary Art, Great Saint Mary's Church, or Primavera.'
User: 'no im not'
System: 'Cafe Eleven, which is in the moderate price range, is an outstanding cafe.'
User: 'can i get the phone number and the postcode'
System: 'The phone number of Cafe Eleven is 01223369157. It's in the area with the postcode CB1 1DG.'
User: 'thank you goodbye'
The answer to this example can be: Moderate
Here is why: The user mentions that they are looking for a moderately priced coffee shop.
OK. solve this:
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: 'thai restaurant'
System: 'What kind of price range are you looking for? For example, free, or moderate.'
User: 'moderate'
System: 'Are you looking for somewhere near a particular venue? For example, Emmanuel College, Milton Country Park, or the People's Portraits Exhibition.'
User: 'no'
System: 'Bangkok City, which serves thai food, is an outstanding restaurant. It's in the moderate price range.'
User: 'unintelligible phone number'
System: 'The phone number of Bangkok City is 01223354382.'
User: 'address'
System: 'Bangkok City is on 24 Green Street.'
User: 'thank you goodbye'
Answer:
|
Moderate
| 8
|
NIv2
|
task1500_dstc3_classification
|
fs_opt
|
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.
Example: 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: 'im looking for a moderately priced coffee shop'
System: 'Are you looking for somewhere near a particular venue? For example, Cambridge Contemporary Art, Great Saint Mary's Church, or Primavera.'
User: 'no im not'
System: 'Cafe Eleven, which is in the moderate price range, is an outstanding cafe.'
User: 'can i get the phone number and the postcode'
System: 'The phone number of Cafe Eleven is 01223369157. It's in the area with the postcode CB1 1DG.'
User: 'thank you goodbye'
Example solution: Moderate
Example explanation: The user mentions that they are looking for a moderately priced coffee shop.
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: 'yes im looking for a coffee shop in the city centre'
System: 'Carringtons, which is an outstanding cafe and a great restaurant, is in the central part of town.'
User: 'may i have the phone number'
System: 'The phone number of Carringtons is 01223361792.'
User: 'may i have the address'
System: 'Carringtons is located on 23 Market Street.'
User: 'thank you goodbye'
|
Solution: Don't Care
| 5
|
NIv2
|
task1500_dstc3_classification
|
fs_opt
|
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