Datasets:

multi_woz_v22

like 21

[ "restaurant", "train" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I want to find an expensive restaurant in the centre of town.", "The cambridge chop house serves british food, it is in the centre of town and is in the expensive price range.", "Great, what is the postcode and phone number?", "The postcode is cb21sj and the phone number is 01223359506.", "I also need a train from Cambridge to Stansted Airport. Can you please look that up for me.", "i got 5 choices. what time do you want to leave?", "I just need to leave on Wednesday and should arrive by 18:15.", "Train TR2912 arrives at Stansted Airport at 17:08. Would you like to reserve a ticket?", "What is the departure time?", "I will be leaving at 17:00.", "Ok, thank you. That is all the information I need today.", "OK, if that's all you need, I'm happy to have been of service! 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[ "restaurant" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5" ], "speaker": [ 0, 1, 0, 1, 0, 1 ], "utterance": [ "What are my options for cheap restaurants in the city center?", "There are 15 options to choose from. Is there a particular style of food you would like?", "I don't have a style preference.", "Well how about Asian oriental? I have several good but cheap options.", "That sounds wonderful, can you book a table for 5 on Tuesday at 15:15?", "Certainly! I have made a reservation at dojonoodlebar for the time specified and number of people in your party. Enjoy the restaurant!" ], "frames": [ { "service": [ "restaurant", "taxi", "train", "bus", "police", "hotel", "attraction", "hospital" ], "state": [ { "active_intent": "find_restaurant", "requested_slots": [], "slots_values": { "slots_values_name": [ "restaurant-area", "restaurant-pricerange" ], "slots_values_list": [ [ "centre" ], [ "cheap" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", 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[ "taxi", "attraction", "hotel" ]

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I'm interested in going to a museum if any exist.", "We have 79 museums listed. Would you like a certain area of town?", "Which is your favorite museum? If you'll get me their postcode, entrance fee, and phone number, I'll give them a call.", "I would recommend the Broughton House Gallery. It has a free entrance.", "Ok, that sounds great.", "The postcode is cb11ln and address is 98 King Street. The phone number there is 01223314960. Anything else?", "Yes, I'd like to get a taxi from the hotel to the museum please.", "When do you want to leave?", "I'd like to leave the Acorn by 5:00 if possible.", "Your taxi booking was a success! The taxi will be a red Lexus with contact number 07432305998.", "Okay great! That is all I need. Thank you.", "I am happy to have helped. Thank you, have a nice day. 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[ "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I am looking for a hotel that gives me free parking and free wifi.", "We have many with those features. Do you have any other preferences to narrow it down, such as price range or location?", "Oh, I would like a guesthouse that is moderately priced please.", "There are many, can I get the area you are looking for to narrow it down a bit?", "I don't care about the area. As long as I can have it booked for 3 people starting on Tuesday for 5 nights.", "I have the Arbury Lodge in the North that meets your needs. Would you like me to book a room there?", "Yes, please book Arbury Lodge for me.", "The booking was successful, reference number is POHIT2CO .", "Thank you! That's all for today. Goodbye!", "Have an enjoyable stay. Thank you for calling the Cambridge TownInfo Centre. 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{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "Hi, Can you help me find a train from Norwich to Cambridge?", "I would be happy to help! What day would you like to travel?", "I would like to arrive wednesday at 16:45.", "There is a train which departs at 15:16 and arrives at 16:35 would you like me to book that one?", "No need to book it today. I would like the price and travel time if you have it there, though.", "The price is 17.60 pounds and travel time is 79 minutes. Can I assist you with anything else today?", "I also need a hotel with free parking.", "We have 29 hotels that may be what you need. Is there a certain area or price range you are looking for perhaps?", "I'd like a guesthouse with a star of 4, please.", "The archway house meets your criteria. Do you need help with booking?", "Yes please, I need it for 4 people, 3 nights starting on Wednesday.", "Unfortunately, that length of stay is not available. Would you like to try again for a shorter stay?", "How about 1 night at the archway house for 4 people. Please book and provide a reference number. Thank you.", "Booking was successful. Reference number is : FEK7TT66 . Is there anything else?", "That's all I needed today, thank you", "Thank you for contacting us, have a nice day." ], "frames": [ { "service": [ "train", "taxi", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_train", "requested_slots": [], "slots_values": { "slots_values_name": [ "train-departure", "train-destination" ], "slots_values_list": [ [ "norwich" ], [ "cambridge" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { 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[ "restaurant" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "Is there any place here in the centre that serves corsica food?", "What price range are you looking for?", "Any price range will do.", "There are no restaurants available matching your criteria. Would you like to try a different area, price range, or food type?", "Are there any restaurants in the centre that serves North American type of food?", "Yes. The gourmet burger kitchen serves north american food and is located in the centre part of the city. Would you like their location?", "Can I get the phone number?", "The phone number for gourmet burger kitchen is 01223 312598.", "Thank you. Good bye.", "Thank you for using the Cambridge restaurant system. 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[ "restaurant" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I am looking for a cheap restaurant that serves Scandinavian food", "No results for your query have been found. Would you like to try again?", "Are there any cheap restaurants that serve Italian food?", "Yes, there are five options for cheap Italian food. Three are located in the centre of town, one in the north, and one in the west part of town. Do you have a preference on area?", "It really doesn't matter, but I suppose the north. Can I get the address and phone number please?", "Of course. Da vinci pizzeria is at 20 Milton Road Chesterton, and the number is 01223 351707.", "Thank you for your help.", "You're welcome, enjoy your food." ], "frames": [ { "service": [ "restaurant", "taxi", "train", "bus", "police", "hotel", "attraction", "hospital" ], "state": [ { "active_intent": "find_restaurant", "requested_slots": [], "slots_values": { "slots_values_name": [ "restaurant-food", "restaurant-pricerange" ], "slots_values_list": [ [ "scandinavian" ], [ "cheap" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", 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"exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] } ], "dialogue_acts": [ { "dialog_act": { "act_type": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "food", "pricerange" ], "slot_value": [ "scandinavian", "cheap" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "pricerange", "food" ], "act_slot_value": [ "cheap", "scandinavian" ], "span_start": [ 19, 48 ], "span_end": [ 24, 60 ] } }, { "dialog_act": { "act_type": [ "Restaurant-NoOffer", "general-reqmore" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "food", "pricerange" ], "slot_value": [ "italian", "cheap" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "pricerange", "food" ], "act_slot_value": [ "cheap", "italian" ], "span_start": [ 14, 43 ], "span_end": [ 19, 50 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform", "Restaurant-Request" ], "act_slots": [ { "slot_name": [ "area", "area", "area", "choice", "choice", "choice", "choice", "food", "pricerange" ], "slot_value": [ "centre of town", "north", "west", "Three", "five", "one", "one", "Italian", "cheap" ] }, { "slot_name": [ "area" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "choice", "pricerange", "food", "choice", "area", "choice", "area", "choice", "area" ], "act_slot_value": [ "five", "cheap", "Italian", "Three", "centre of town", "one", "north", "one", "west" ], "span_start": [ 15, 32, 38, 52, 77, 93, 104, 115, 126 ], "span_end": [ 19, 37, 45, 57, 91, 96, 109, 118, 130 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform", "Restaurant-Request" ], "act_slots": [ { "slot_name": [ "area" ], "slot_value": [ "north" ] }, { "slot_name": [ "address", "phone" ], "slot_value": [ "?", "?" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform" ], "act_slot_name": [ "area" ], "act_slot_value": [ "north" ], "span_start": [ 44 ], "span_end": [ 49 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "address", "name", "phone" ], "slot_value": [ "20 Milton Road Chesterton", "Da vinci pizzeria", "01223 351707" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "name", "address", "phone" ], "act_slot_value": [ "Da vinci pizzeria", "20 Milton Road Chesterton", "01223 351707" ], "span_start": [ 11, 35, 80 ], "span_end": [ 28, 60, 92 ] } }, { "dialog_act": { "act_type": [ "general-thank" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-bye", "general-welcome" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

[]

{ "turn_id": [ "0", "1", "2", "3" ], "speaker": [ 0, 1, 0, 1 ], "utterance": [ "Please find for me the location of Addenbrookes Hospital.", "Is is located on Hills Rd in Cambridge. Postcode: cb20qq.", "What is the phone number?", "The number is 01223245151. Is there any department that you're looking for?" ], "frames": [ { "service": [ "taxi", "train", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "find_hospital", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] }, { "service": [ "taxi", "train", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "find_hospital", "requested_slots": [ "hospital-phone" ], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] } ], "dialogue_acts": [ { "dialog_act": { "act_type": [ "Hospital-Inform" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Hospital-Inform" ], "act_slots": [ { "slot_name": [ "address", "postcode" ], "slot_value": [ "Hills Rd in Cambridge", "CB20QQ" ] } ] }, "span_info": { "act_type": [ "Hospital-Inform", "Hospital-Inform" ], "act_slot_name": [ "address", "postcode" ], "act_slot_value": [ "Hills Rd in Cambridge", "CB20QQ" ], "span_start": [ 17, 50 ], "span_end": [ 38, 56 ] } }, { "dialog_act": { "act_type": [ "Hospital-Request" ], "act_slots": [ { "slot_name": [ "phone" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Hospital-Inform" ], "act_slots": [ { "slot_name": [ "phone" ], "slot_value": [ "01223245151" ] } ] }, "span_info": { "act_type": [ "Hospital-Inform" ], "act_slot_name": [ "phone" ], "act_slot_value": [ "01223245151" ], "span_start": [ 14 ], "span_end": [ 25 ] } } ] }

[ "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I am looking for a place to stay. The hotel should include free wifi and should be in the type of hotel", "There are quite a few hotels that fit that description. Do you have a preference as to area or price range?", "I would like something in the east with 2 stars.", "It looks like the Express by Holiday Inn Cambridge will work well for you. Would you like me to book that?", "Does it have free parking? Can you provide me with the contact details of this hotel?", "Yes, it offers free parking. The phone number is 01223866800.", "thanks. What's the address?", "The address is 15-17 norman way, coldhams business park. Would you like a reservation?", "That's not necessary, thanks.", "You're welcome. May I help you with a taxi or restaurant booking?", "That was all. Thank you", "Thank you for using Cambridge TownInfo centre. Goodbye!" ], "frames": [ { "service": [ "hotel", "taxi", "train", "bus", "police", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_hotel", "requested_slots": [], "slots_values": { "slots_values_name": [ "hotel-internet", "hotel-type" ], "slots_values_list": [ [ "yes" ], [ "hotel" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] }, { "service": [ "hotel", "taxi", "train", "bus", "police", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_hotel", "requested_slots": [], "slots_values": { "slots_values_name": [ "hotel-area", "hotel-internet", "hotel-stars", "hotel-type" ], "slots_values_list": [ [ "east" ], [ "yes" ], [ "2" ], [ "hotel" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], 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[ "attraction", "train" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I'm interested in finding a train to peterborough on Wednesday please", "I can help! What time are you looking to depart?", "on wednesday by 8 15 please", "Ok, I've got train TR3730 that leaves at 07:06 and would put you in Peterborough by 07:56. Would that work for you?", "Yes that will work great can you book me 2 tickets?", "Booking was successful, the total fee is 33 GBP payable at the station. Reference number is : J7JWEILX .", "Great, I'm also looking for a swimming pool in the north. Can you find me one?", "There are 2 to choose from - Jesus Green Outdoor Pool and Kings Hedges Learner Pool. Which would you prefer?", "Either is fine, I just need the postcode.", "The postcode is cb43px. Anything else.", "No that takes care of all my needs for now. Thanks! Bye!", "You are welcome. 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{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I'm looking for a multiple sports attraction in the area of center.", "We currently do not show any locations that fit that criteria. Would like me to look in a different area?", "No, How about a swimming pool in that area?", "Parkside Pools is located at Gonville Place. I do not have the entrance fee available, but the phone number is 01223446100 and the postcode is cb11ly", "Thank you for the phone number. Thanks for the help!", "Is there anything else I can help you with today?", "I am also looking for a train leaving friday.", "There are 404 trains that day, what destinations do you need?", "I am looking to depart cambridge, head to ely, and arrive by 18:30", "Alright, there are seven trains that meet that requirement, starting at 5:50 and running once an hour every hour until 17:50. Would you like me to book any of these trips?", "Yes, please book for 1 person the train that departs at 17:50.", "Booking was successful for TR9933, the total fee is 4.4 GBP payable at the station. Reference number is : P4U5T2N6 .", "Thank you for all your help.", "You're welcome. Is there anything else I can help you with today?", "That's everything I needed, thank you very much for your time!", "Enjoy your trip!" ], "frames": [ { "service": [ "attraction", "taxi", "train", "bus", "police", "hotel", "restaurant", "hospital" ], "state": [ { "active_intent": "find_attraction", "requested_slots": [], "slots_values": { "slots_values_name": [ "attraction-area", "attraction-type" ], "slots_values_list": [ [ "centre" ], [ "multiple sports" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", 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[ "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "Can you find me a 3 star hotel in the centre?", "The Gonville Hotel meets your requirements. Would you like me to book you a room?", "Does it have free wifi? I need wifi.", "Yes, they do offer free internet. Would you like me to make a booking?", "Yes. I want to book it for 1 person. I want to stay for 5 nights starting from Wednesday.", "I am sorry Booking was unsuccessful,can I help you find another place to stay?", "Yes please. Another 3-star hotel in the centre with free wifi.", "I do not have another 3 star hotel in the centre that meets your requirements. Would you like to try another area?", "Do you have any hotels in the same price range as the Gonville Hotel?", "The only other hotel that matches your requirements is the lensfield hotel located in the south. Would you like me to make a booking?", "Yes please book a room there.", "Great your booking was successful Your reference number is 9GBHVFZW . Anything else today?", "Thank you for all of your help.", "Your welcome. Have a good day." ], "frames": [ { "service": [ "hotel", "taxi", "train", "bus", "police", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_hotel", "requested_slots": [], "slots_values": { "slots_values_name": [ "hotel-area", "hotel-stars", "hotel-type" ], "slots_values_list": [ [ "centre" ], [ "3" ], [ "hotel" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", 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[ "attraction", "train", "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17", "18", "19", "20", "21" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I would like to book a train.", "What day do you need the train? What is your destination?", "I am sorry I mean I want a nightclub to go in the wast side of town.", "Unfortunately, there aren't any in that area. How about another location?", "how about one that is in the type of museum.and make Make sure you get address", "Kettle's yard is museum in the west part of town. It is located on castle street.", "I also need a moderate priced room.", "great! what area of town are you thinking of?", "I'd like it to be a guest house in the north.", "okay, I can help you with that. When are you planning your stay?", "I'm not sure yet. I'm really researching right now. Can you please recommend a guesthouse in the north in the moderate price range?", "I've got 9 guesthouses in that price range. Do you need internet and/or parking?", "No but I do need to know if they have internet, free parking, and the address of the guesthouse of your choice, thanks!", "I have found 7 hotels now that match your criteria for parking and internet. Would you like me to choose on for you?", "Yes, please tell me your favorite guesthouse in the north and let me know their address and whether they offer free Internet and parking.", "I recommend Acorn Guesthouse. They are in the moderate price range and have 4 stars. They offer both free internet and parking. May I reserve you any rooms?", "Yes, please, I would appreciate that.", "Ok great, and how many people and nights?", "I actually don't need a room. I just need the address please.", "154 chesterton road", "Thank you, that is everything, sorry for being so annoying in the process.", "No worries at all. Thank you for using the Cambridge TownInfo centre. 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"slot_value": [ "north" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform" ], "act_slot_name": [ "area" ], "act_slot_value": [ "north" ], "span_start": [ 39 ], "span_end": [ 44 ] } }, { "dialog_act": { "act_type": [ "Booking-Request", "general-welcome" ], "act_slots": [ { "slot_name": [ "bookday" ], "slot_value": [ "?" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [], "act_slots": [] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Hotel-Inform", "Hotel-Request" ], "act_slots": [ { "slot_name": [ "choice", "pricerange", "type" ], "slot_value": [ "9", "that price range", "guesthouses" ] }, { "slot_name": [ "internet", "parking" ], "slot_value": [ "?", "?" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform", "Hotel-Inform", 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"slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Booking-Request" ], "act_slots": [ { "slot_name": [ "bookpeople", "bookstay" ], "slot_value": [ "?", "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Hotel-Request" ], "act_slots": [ { "slot_name": [ "address" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Hotel-Inform" ], "act_slots": [ { "slot_name": [ "address" ], "slot_value": [ "154 chesterton road" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform" ], "act_slot_name": [ "address" ], "act_slot_value": [ "154 chesterton road" ], "span_start": [ 0 ], "span_end": [ 19 ] } }, { "dialog_act": { "act_type": [ "general-thank" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-bye", "general-welcome" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

[ "restaurant", "attraction" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I'm looking for some place to go in the town centre. Something sports related.", "I am sorry but I have nothing in that area for sports. Would you like to try another area or attraction today?", "OK, are there any colleges in the center of town?", "There are 13 colleges in the centre area. Christ's College and Downing College are two of these, would you like some more information on one of these?", "Yes, Christ's College. What is the entrance fee for that college?", "I'm sorry, I cannot look up the entry fee to Christ's College. Is there anything else I can do for you today?", "I also need a restaurant in the same area.", "Sure, there are many nearby, do you have a type of cuisine you are looking for or a price range to look at?", "I'd like something moderately priced.", "The yippee noodle bar is in the centre and moderately priced. Would you like more information?", "Yes, I'd like the post code. Also, if you can't get it for Christ's College, do you know the entrance fee for Downing College, by any chance?", "The postcode of yippee noodle bar is cb11lh. Christ's college is free to enter.", "Thanks! I think you covered everything I need. Have a good one. Bye.", "Thank you for using Cambridge TownInfo centre. Please contact us for your future travel needs." ], "frames": [ { "service": [ "attraction", "taxi", "train", "bus", "police", "hotel", "restaurant", "hospital" ], "state": [ { "active_intent": "find_attraction", "requested_slots": [], "slots_values": { "slots_values_name": [ "attraction-area", "attraction-type" ], "slots_values_list": [ [ "centre" ], [ "multiple sports" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { 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"dialog_act": { "act_type": [ "general-bye" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-bye" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

[ "train", "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I need a train on Tuesday that goes to london kings cross.", "There are ten trains on tuesday to that location. What time would you like to depart?", "I want to leave by 19:30.", "I have a train leaving Cambridge at 11:00 to go to London Kings Cross by 11:51, TR6925. Does this sound acceptable?", "Well I need it to leave after 19:30 and I would like to make a booking for 5 people on Tuesday and I will need a reference number.", "Booking was successful, the total fee is 118 GBP payable at the station .Reference number is : MMHRON1T .", "i am also looking for information about the hamilton lodge.", "The hamilton lodge is a guesthouse in the north area. Would you like a booking?", "Can you tell me if they have free internet?", "They do indeed have free internet as well as free parking.", "Ok. Thanks. All set.", "Is there anything else I can get for you today?", "No, that would be all for today. Thank you for all your help.", "You are welcome, enjoy your stay." ], "frames": [ { "service": [ "train", "taxi", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_train", "requested_slots": [], "slots_values": { "slots_values_name": [ "train-day", "train-destination" ], "slots_values_list": [ [ "tuesday" ], [ "london kings cross" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] 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[ "restaurant", "taxi", "attraction" ]

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Is there anything else I can help you with?", "I am looking for some entertainment, do you know anywhere I could go in the centre of town?", "Unfortunately I don't see anything entertainment related in the centre of town. How about another area of the city?", "That's fine. I'd like to know about museums in the area instead.", "Fantastic, there are 11 museums in the centre. Can I recommend the Fitzwilliam Museum, if you don't have a preference?", "Fitzwilliam Museum sounds great. What is the postcode?", "The postcode is cb21rb.", "Great. Now can you book a taxi for me between the two places? From The Varsity Restaurant to Fitzwilliam Museum?", "At what time would you like the taxi to arrive?", "Actually it's from Fitzwilliam Museum to The Varsity Restaurant I want to arrive by the 11:15 booking please.", "Certainly. What time would you like to leave?", "It doesn't matter, at long as I arrive at the restaurant by 11:15.", "OK, a yellow Lexus will pick you up at the Varsity and get you to the Fitzwilliam by 11:15. The contact number is 07462272535. Can I help with anything else?", "No thank you, that will do for now! Thanks for helping me today!", "Have a fantastic day!", "Thank you for all your help.", "Glad I could be of assistance." ], "frames": [ { "service": [ "restaurant", "taxi", "train", "bus", "police", "hotel", "attraction", "hospital" ], "state": [ { "active_intent": "find_restaurant", "requested_slots": [], "slots_values": { "slots_values_name": [ "restaurant-food" ], "slots_values_list": [ [ "international" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], 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"centre", "entertainment" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform", "Attraction-Inform" ], "act_slot_name": [ "type", "area" ], "act_slot_value": [ "entertainment", "centre" ], "span_start": [ 22, 76 ], "span_end": [ 35, 82 ] } }, { "dialog_act": { "act_type": [ "Attraction-NoOffer", "Attraction-Request" ], "act_slots": [ { "slot_name": [ "area", "type" ], "slot_value": [ "centre of town", "entertainment" ] }, { "slot_name": [ "area" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [ "Attraction-NoOffer", "Attraction-NoOffer" ], "act_slot_name": [ "type", "area" ], "act_slot_value": [ "entertainment", "centre of town" ], "span_start": [ 35, 64 ], "span_end": [ 48, 78 ] } }, { "dialog_act": { "act_type": [ "Attraction-Inform" ], "act_slots": [ { "slot_name": [ "type" ], "slot_value": [ "museum" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform" ], "act_slot_name": [ "type" ], "act_slot_value": [ "museum" ], "span_start": [ 36 ], "span_end": [ 42 ] } }, { "dialog_act": { "act_type": [ "Attraction-Inform", "Attraction-Recommend" ], "act_slots": [ { "slot_name": [ "area", "choice", "type" ], "slot_value": [ "centre", "11", "museums" ] }, { "slot_name": [ "name" ], "slot_value": [ "Fitzwilliam Museum" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform", "Attraction-Inform", "Attraction-Inform", "Attraction-Recommend" ], "act_slot_name": [ "choice", "type", "area", "name" ], "act_slot_value": [ "11", "museums", "centre", "Fitzwilliam Museum" ], "span_start": [ 21, 24, 39, 67 ], "span_end": [ 23, 31, 45, 85 ] } }, { "dialog_act": { "act_type": [ "Attraction-Inform", "Attraction-Request" ], "act_slots": [ { "slot_name": [ "name" ], "slot_value": [ "fitzwilliam museum" ] }, { "slot_name": [ "postcode" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform" ], "act_slot_name": [ "name" ], "act_slot_value": [ "fitzwilliam museum" ], "span_start": [ 0 ], "span_end": [ 18 ] } }, { "dialog_act": { "act_type": [ "Attraction-Inform" ], "act_slots": [ { "slot_name": [ "postcode" ], "slot_value": [ "cb21rb" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform" ], "act_slot_name": [ "postcode" ], "act_slot_value": [ "cb21rb" ], "span_start": [ 16 ], "span_end": [ 22 ] } }, { "dialog_act": { "act_type": [ "Taxi-Inform" ], "act_slots": [ { "slot_name": [ "departure", "destination" ], "slot_value": [ "the varsity restaurant", "fitzwilliam museum" ] } ] }, "span_info": { "act_type": [ "Taxi-Inform", "Taxi-Inform" ], "act_slot_name": [ "departure", "destination" ], "act_slot_value": [ "the varsity restaurant", "fitzwilliam museum" ], "span_start": [ 67, 93 ], "span_end": [ 89, 111 ] } }, { "dialog_act": { "act_type": [ "Taxi-Request" ], "act_slots": [ { "slot_name": [ "arriveby" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform", "Taxi-Inform" ], "act_slots": [ { "slot_name": [ "booktime" ], "slot_value": [ "11:15" ] }, { "slot_name": [ "arriveby", "departure", "destination" ], "slot_value": [ "11:15", "fitzwilliam museum", "the varsity restaurant" ] } ] }, "span_info": { "act_type": [ "Taxi-Inform", "Taxi-Inform", "Restaurant-Inform", "Taxi-Inform" ], "act_slot_name": [ "departure", "destination", "booktime", "arriveby" ], "act_slot_value": [ "fitzwilliam museum", "the varsity restaurant", "11:15", "11:15" ], "span_start": [ 19, 41, 88, 88 ], "span_end": [ 37, 63, 93, 93 ] } }, { "dialog_act": { "act_type": [ "Taxi-Request" ], "act_slots": [ { "slot_name": [ "leaveat" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform", "Taxi-Inform" ], "act_slots": [ { "slot_name": [ "booktime" ], "slot_value": [ "11:15" ] }, { "slot_name": [ "leaveat" ], "slot_value": [ "dontcare" ] } ] }, "span_info": { "act_type": [ "Taxi-Inform", "Restaurant-Inform" ], "act_slot_name": [ "leaveat", "booktime" ], "act_slot_value": [ "dontcare", "11:15" ], "span_start": [ 3, 60 ], "span_end": [ 17, 65 ] } }, { "dialog_act": { "act_type": [ "Taxi-Inform", "general-reqmore" ], "act_slots": [ { "slot_name": [ "arriveby", "departure", "destination", "phone", "type" ], "slot_value": [ "11:15", "the Varsity", "the Fitzwilliam", "07462272535", "yellow Lexus" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Taxi-Inform", "Taxi-Inform", "Taxi-Inform", "Taxi-Inform", "Taxi-Inform" ], "act_slot_name": [ "type", "departure", "destination", "arriveby", "phone" ], "act_slot_value": [ "yellow Lexus", "the Varsity", "the Fitzwilliam", "11:15", "07462272535" ], "span_start": [ 6, 39, 66, 85, 114 ], "span_end": [ 18, 50, 81, 90, 125 ] } }, { "dialog_act": { "act_type": [ "general-thank" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-welcome" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-thank" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-bye" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

[]

{ "turn_id": [ "0", "1", "2", "3", "4", "5" ], "speaker": [ 0, 1, 0, 1, 0, 1 ], "utterance": [ "I want to find a hospital in town", "The Addenbrookes Hospital is here in town. Is there particular department you need help contacting?", "No, I just need the postcode.", "Okay. The postcode is CB20QQ", "Thank you for your help.", "Thank you for contacting us. Don't hesitate to contact us in the future if you need any more help." ], "frames": [ { "service": [ "taxi", "train", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "find_hospital", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] }, { "service": [ "taxi", "train", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "find_hospital", "requested_slots": [ "hospital-postcode" ], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] }, { "service": [ "taxi", "train", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] } ], "dialogue_acts": [ { "dialog_act": { "act_type": [ "Hospital-Inform" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Hospital-Inform", "Hospital-Request", "general-reqmore" ], "act_slots": [ { "slot_name": [ "name" ], "slot_value": [ "Addenbrookes" ] }, { "slot_name": [ "department" ], "slot_value": [ "?" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Hospital-Inform" ], "act_slot_name": [ "name" ], "act_slot_value": [ "Addenbrookes" ], "span_start": [ 4 ], "span_end": [ 16 ] } }, { "dialog_act": { "act_type": [ "Hospital-Request" ], "act_slots": [ { "slot_name": [ "postcode" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Hospital-Inform" ], "act_slots": [ { "slot_name": [ "postcode" ], "slot_value": [ "CB20QQ" ] } ] }, "span_info": { "act_type": [ "Hospital-Inform" ], "act_slot_name": [ "postcode" ], "act_slot_value": [ "CB20QQ" ], "span_start": [ 22 ], "span_end": [ 28 ] } }, { "dialog_act": { "act_type": [ "general-thank" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-reqmore" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

[ "restaurant", "attraction", "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I need a three star hotel with internet. Can you help?", "I'm sorry, I cannot help you with hotels. Are you sure that's what you're looking for?", "I'm sorry. I meant to ask for information on a restaurant. It's called the Stazione Restaurant and Coffee Bar.", "The stazione restaurant is an expensive, italian restaurant located in the centre area. Would you like me to make you a booking today?", "Yes, sounds wonderful. Can you book a table for 7 at 12:00 on Saturday?", "The booking was successful. Your table will be reserved for 15 minutes and your reference number is TA6XS4CY .", "Great. I also need to find an attraction in the center and would like to know what type, address and entrance fee you find.", "Okay what kind of attraction are you looking for?", "Anything you'd recommend, as long as it's in the centre.", "I recommend the vue cinema, it's got a lot of great features to watch!", "Sounds good! Could I have the address and entrance fee, please?", "Address is the grafton centre, east road, I do not know the entrance fee.", "Thanks! Do you have a phone number so I can find the entrance fee.", "The phone number is 08712240240.", "Thank you! And this is a cinema attraction?", "Yes it is. Is there anything else I can do for you?", "I don't need anything else.", "I hope you have a good trip. Have a great day." ], "frames": [ { "service": [ "hotel", "taxi", "train", "bus", "police", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_hotel", "requested_slots": [], "slots_values": { "slots_values_name": [ "hotel-internet", "hotel-stars", "hotel-type" ], "slots_values_list": [ [ "yes" ], [ "3" ], [ "hotel" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], 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[ "train", "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I'm looking for a hotel called city centre north b and b", "May I help set a booking for you?", "Does the hotel have free parking?", "They offer parking but I am unsure if it is free, but their phone number is 01223312843 if you'd like to call and check with them.", "Hmm. Okay. Could you help me find a train? I need to leave on Sunday.", "And when would you like to leave by?", "I want to leave on Sunday and arrive by 14:00.", "Where are you traveling from and to?", "I am traveling to cambridge from broxbourne.", "TR2939 will leave at 12:01 and arrive at 13:01. Would you like to book this train?", "Can you book it for me and get a reference number ?", "It is done, your reference number is YNUEX070 and you will need to pay 14.32 GBP at the station.", "Thanks very much for your help today.", "Was that everything you needed?", "I'm awful with math, what is the travel time on that train?", "60 mins would be the total duration.", "Thank you for informing about the total duration.", "You're welcome! I hope I've answered all of your questions. 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[ "restaurant", "train", "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I am look for a hotel near the beach near the main strip", "Sorry, I don't think I can help you there. Can I help with something else?", "I am looking for a particular restaurant called Zizzi Cambridge. Can you tell me what area it is in?", "Zizzi is in the centre of town.", "Excellent. Thank you. Also, can you assist me with finding a train for Monday?", "Sure! Provide me your itinerary.", "We will be traveling from Cambridge and going to Ely, but it needs to leave after 21:00.", "Is there a time you need to arrive by?", "I need to leave after 21:00.", "I've booked you a train, the fee is 4.4GBP and the reference number is CYJKG5SK.", "i didnt really need a booking, but oh well. can i get the price of the ticket though?", "4.40 pounds is the price", "Thanks for the info, that's all I need today.", "Thank you for contacting us, have a nice day.", "You're welcome for contacting you. Have a nice day too. Bye bye.", "In review, did you need a restaurant reservation or more information? 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[ "restaurant" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I'm looking for an expensive restaurant in the south part of town", "Taj Tandoori is an expensive Indian restaurant in the South. Would you like more information on them?", "Is there anything else?", "Yes. chiquito restaurant bar serves mexican food in the expensive price range and is located in the south part of town.", "May I have their address and phone number?", "chiquito restaurant bar is located at 2G Cambridge leisure park cherry hinton road cherry hinton. Its phone number is 01223400170. Would you like anything else?", "Thank you goodbye.", "Thanks for your call. 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"requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": 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"area" ], "act_slot_value": [ "expensive", "south" ], "span_start": [ 19, 47 ], "span_end": [ 28, 52 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "area", "food", "name", "pricerange" ], "slot_value": [ "South", "Indian", "Taj Tandoori", "expensive" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "name", "pricerange", "food", "area" ], "act_slot_value": [ "Taj Tandoori", "expensive", "Indian", "South" ], "span_start": [ 0, 19, 29, 54 ], "span_end": [ 12, 28, 35, 59 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Request" ], "act_slots": [ { "slot_name": [ "name" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "area", "food", "name", "pricerange" ], "slot_value": [ "the south part of town", "mexican", "chiquito restaurant bar", "expensive" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "name", "food", "pricerange", "area" ], "act_slot_value": [ "chiquito restaurant bar", "mexican", "expensive", "the south part of town" ], "span_start": [ 5, 36, 56, 96 ], "span_end": [ 28, 43, 65, 118 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Request" ], "act_slots": [ { "slot_name": [ "address", "phone" ], "slot_value": [ "?", "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform", "general-reqmore" ], "act_slots": [ { "slot_name": [ "address", "name", "phone" ], "slot_value": [ "2G Cambridge leisure park cherry hinton road cherry hinton", "chiquito restaurant bar", "01223400170" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "name", "address", "phone" ], "act_slot_value": [ "chiquito restaurant bar", "2G Cambridge leisure park cherry hinton road cherry hinton", "01223400170" ], "span_start": [ 0, 38, 118 ], "span_end": [ 23, 96, 129 ] } }, { "dialog_act": { "act_type": [ "general-bye" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-bye", "general-welcome" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

[ "hotel" ]

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Please let us know if you need anything else." ], "frames": [ { "service": [ "hotel", "taxi", "train", "bus", "police", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_hotel", "requested_slots": [], "slots_values": { "slots_values_name": [ "hotel-name" ], "slots_values_list": [ [ "autumn house" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [ "hotel-name" ], "value": [ "autumn house" ], "start": [ 54 ], "exclusive_end": [ 66 ], "copy_from": [ "" ], "copy_from_value": [ [] ] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] }, { "service": [ "hotel", "taxi", "train", "bus", "police", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "book_hotel", "requested_slots": [], "slots_values": { "slots_values_name": [ "hotel-bookday", "hotel-bookpeople", "hotel-bookstay", "hotel-name" ], "slots_values_list": [ [ "saturday" ], [ "6" ], [ "2" ], [ "autumn house" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": 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[], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] }, { "service": [ "hotel", "taxi", "train", "bus", "police", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [ "hotel-bookday", "hotel-bookpeople", "hotel-bookstay", "hotel-name" ], "slots_values_list": [ [ "saturday" ], [ "6" ], [ "2" ], [ "autumn house" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": 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"start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] }, { "service": [ "hotel", "taxi", "train", "bus", "police", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [ "hotel-bookday", "hotel-bookpeople", "hotel-bookstay", "hotel-name" ], "slots_values_list": [ [ "saturday" ], [ "6" ], [ "2" ], [ "autumn house" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] } ], "dialogue_acts": [ { "dialog_act": { "act_type": [ "Hotel-Inform" ], "act_slots": [ { "slot_name": [ "name" ], "slot_value": [ "autumn house" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform" ], "act_slot_name": [ "name" ], "act_slot_value": [ "autumn house" ], "span_start": [ 54 ], "span_end": [ 66 ] } }, { "dialog_act": { "act_type": [ "Booking-Inform", "Hotel-Inform" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "area", "name", "type" ], "slot_value": [ "east", "The autumn house", "guesthouse" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform", "Hotel-Inform", "Hotel-Inform" ], "act_slot_name": [ "name", "type", "area" ], "act_slot_value": [ "The autumn house", "guesthouse", "east" ], "span_start": [ 4, 26, 44 ], "span_end": [ 20, 36, 48 ] } }, { "dialog_act": { "act_type": [ "Hotel-Inform" ], "act_slots": [ { "slot_name": [ "bookday", "bookpeople", "bookstay" ], "slot_value": [ "saturday", "6", "2" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform", "Hotel-Inform", "Hotel-Inform" ], "act_slot_name": [ "bookpeople", "bookstay", "bookday" ], "act_slot_value": [ "6", "2", "saturday" ], "span_start": [ 37, 50, 76 ], "span_end": [ 38, 51, 84 ] } }, { "dialog_act": { "act_type": [ "Booking-Book" ], "act_slots": [ { "slot_name": [ "ref" ], "slot_value": [ "AS63WLAE" ] } ] }, "span_info": { "act_type": [ "Booking-Book" ], "act_slot_name": [ "ref" ], "act_slot_value": [ "AS63WLAE" ], "span_start": [ 38 ], "span_end": [ 46 ] } }, { "dialog_act": { "act_type": [ "general-thank" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-reqmore", "general-welcome" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-thank" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-bye", "general-welcome" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

[ "hospital" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5" ], "speaker": [ 0, 1, 0, 1, 0, 1 ], "utterance": [ "Could you find me a hospital in town?", "Yes, Addenbrookes Hospital is in your area, would you like me to book you an appointment?", "Do they have a transitional care department? I would also like to know the postcode and phone number.", "Yes they have transitional care. Their post code is CB20QQ and the phone is 01223254668. Would you like me to book that for you?", "No, I'll just head down, so I don't need anything else at the moment. Later!", "Good luck, sir!" ], "frames": [ { "service": [ "taxi", "train", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": 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"general-bye" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

[ "bus", "train" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17", "18", "19" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "Hello, I need to book a train at 07:15 leaving Cambridge going to the town center on Thursday for 7 people.", "Sure I can help with that. There are no trains going to the town centre. Do you have another destination in mind?", "Could you check for a bus?", "I think we may need to recheck your intended arrival location. To where and from where do you wish to travel?", "I am leaving from Cambridge at 14:30.", "And where are you going?", "I will be going to ely.", "What time do you want to arrive by?", "Doesn't matter. I just can't leave until 14:30", "There is a 15:50 train that will arrive at 16:07. Does that sound good?", "Does the train depart on Friday? Does it go to Stevenage?", "I'm sorry, earlier you said you were going to Ely, but now you're asking about stevenage. What is your destination, please?", "For Clarification: From Cambridge to destination Stevenage,, on friday, leaving after 14:30.", "sorry about that, how many tickets?", "just one person", "There are five available trains, leaving every two hours, starting at 15:21. Would you like me to book at seat on the earliest train?", "Do you know how long the travel time is and the price?", "The travel time for all trains is approximately 49 minutes and each ticket costs 12.80 pounds. Would you like me to book you on one?", "No, that is all thanks.", "You're welcome, let me know if I can assist with anything else." ], "frames": [ { "service": [ "train", "taxi", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "book_train", "requested_slots": [], "slots_values": { "slots_values_name": [ "train-bookpeople", "train-day", "train-departure", "train-leaveat" ], "slots_values_list": [ [ "7" ], [ "thursday" ], [ "cambridge" ], [ "07:15" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { 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[ "restaurant", "train" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "i need a train going to leicester that leaves after 11:45", "Sure, are you going to leicester, or to cambridge? What is your departure site please?", "I will be departing leicester going to cambridge, sorry for the confusion. I need to leave after 11:45 also.", "The earliest train leaving after 11:45 is at 12:09 on friday. Would you like me to book this for you?", "That is fine. Can I have the train ID once it's booked?", "Of course, what day will you be traveling, and how many people will be in your party?", "I need 1 ticket for departure on Thursday.", "Great. I have booked you one seat on the 12:09 train from Leicester and your reference number is 7UR3BFW6 . Is there anything else I can do for you?", "Yes I want to reserve a table for 7 people at 15:00 on Thursday at an expensive African restaurant. Can you help me with this?", "There are no tables available at Bedouin at that time. Would you like to try a different time slot or perhaps a different day?", "Sure. If there are no other African eateries to choose from, try the 14:00 at the Bedouin.", "There is one restaurant called bedouin, but unfortunately it does not have any open reservations for matching your specifications. Could you provide another day or time?", "Could you get a reservation at a difference expensive African restaurant?", "I was successfully able to book you a reservation for 7. The reference number is R2RPLBI3 . Can I help you with anything else?", "No thank you. I have everything I need.", "You are welcome. 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[ "attraction", "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I am looking for a place to stay.", "Sure. Do you have a preference as to location, price, or amenities?", "I would like free parking and wifi for sure. Preferably on the west side with 4 stars, too.", "I'd suggest Finches Bed and Breakfast. It's a guesthouse in the west area with free internet and parking.", "That sounds wonderful. Could you reserve our rooms? We'll be a party of 8, and we'd like to arrive on Sunday. I think we'll be staying 4 nights.", "I have booked Finches Bed & Breakfast for you starting Sunday for 4 nights for 8 people. Your reference number is H7WHFPQT . Is there anything I may assist with?", "Thank you, yes, I'd like to also find a nice park to visit while I'm in town. Can you see if there is one near my hotel?", "Unfortunately, I could not find a park in the west. Can I try a different area?", "No, but can you try to find a museum in the west please?", "Sure, I'd like to suggest the cafe jello gallery. Is that everything?", "May I please get their address and phone number?", "The Cafe Jello Gallery is at cafe jello gallery, 13 magdalene street and their phone number is 01223312112. What else can I do for you?", "No, you've been so helpful. Thank you so much! 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[ "restaurant", "train" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I need a train to Cambridge please. I plan to leave out on Tuesday", "Sure, no problem. Where are you heading in from?", "I am leaving peterborough.", "What time do you need to travel?", "I need to leave after 14:15", "TR9964 departs peterborough at 14:19, or there is also a later one that leaves at 14:48. Do either of these suit your needs?", "Um, the one at 14:48 please. Could you book it for 6 people?", "Your train is book it will cost 99 GBP and payable at station. Your reference number is 7ZNQOMB8 . Anything else you may need?", "Yes. I'm looking for a restaurant called Gourmet Burger Kitchen. Can you tell me the price range and area that's in?", "I sure can. Gourmet Burger Kitchen is on the expensive side and it's located in the center area of town. Anything else today?", "No, that's it. Thanks for your help. Goodbye.", "Thank you for using the Cambridge TownInfo centre. 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"area", "pricerange" ], "slot_value": [ "?", "?" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform" ], "act_slot_name": [ "name" ], "act_slot_value": [ "gourmet burger kitchen" ], "span_start": [ 41 ], "span_end": [ 63 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform", "general-greet", "general-reqmore" ], "act_slots": [ { "slot_name": [ "area", "name", "pricerange" ], "slot_value": [ "center", "Gourmet Burger Kitchen", "expensive" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "name", "pricerange", "area" ], "act_slot_value": [ "Gourmet Burger Kitchen", "expensive", "center" ], "span_start": [ 12, 45, 84 ], "span_end": [ 34, 54, 90 ] } }, { "dialog_act": { "act_type": [ "general-bye" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-bye", "general-welcome" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

[ "restaurant" ]

{ "turn_id": [ "0", "1", "2", "3" ], "speaker": [ 0, 1, 0, 1 ], "utterance": [ "I want to find a restaurant in the east part of town. It serves chinese food. What is the address, phone number, and postcode?", "Yu Garden is a Chinese restaurant in the east part of town. Their address is 529 Newmarket Road Fen Ditton, phone number 01223 248882 and postcode C.B 5, 8 P.A.", "Thank you goodbye.", "You're welcome, goodbye." ], "frames": [ { "service": [ "restaurant", "taxi", "train", "bus", "police", "hotel", "attraction", "hospital" ], "state": [ { "active_intent": "find_restaurant", "requested_slots": [ "restaurant-phone", "restaurant-postcode", "restaurant-address" ], "slots_values": { "slots_values_name": [ "restaurant-area", "restaurant-food" ], "slots_values_list": [ [ "east" ], [ "chinese" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [ "restaurant-food" ], "value": [ "chinese" ], "start": [ 64 ], "exclusive_end": [ 71 ], "copy_from": [ "" ], "copy_from_value": [ [] ] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] }, { "service": [ "restaurant", "taxi", "train", "bus", "police", "hotel", "attraction", "hospital" ], "state": [ { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [ "restaurant-area", "restaurant-food" ], "slots_values_list": [ [ "east" ], [ "chinese" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { 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"copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] } ], "dialogue_acts": [ { "dialog_act": { "act_type": [ "Restaurant-Inform", "Restaurant-Request" ], "act_slots": [ { "slot_name": [ "area", "food" ], "slot_value": [ "east", "chinese" ] }, { "slot_name": [ "address", "phone", "postcode" ], "slot_value": [ "?", "?", "?" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "area", "food" ], "act_slot_value": [ "east", "chinese" ], "span_start": [ 35, 64 ], "span_end": [ 39, 71 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "address", "area", "food", "name", "phone", "postcode", "postcode" ], "slot_value": [ "529 Newmarket Road Fen Ditton", "the east part of town", "Chinese", "Yu Garden", "01223 248882", "8 P.A", "C.B 5" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "name", "food", "area", "address", "phone", "postcode", "postcode" ], "act_slot_value": [ "Yu Garden", "Chinese", "the east part of town", "529 Newmarket Road Fen Ditton", "01223 248882", "C.B 5", "8 P.A" ], "span_start": [ 0, 15, 37, 77, 121, 147, 154 ], "span_end": [ 9, 22, 58, 106, 133, 152, 159 ] } }, { "dialog_act": { "act_type": [ "general-bye" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-bye", "general-welcome" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

[]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I want a hospital in town.", "Addenbrookes Hospital is located at Hills Rd, Cambridge. Is there a particular department you're looking for?", "No, I just need the phone number, address and postcode please.", "Addenbrookes Hospital is located at Hills Rd, Cambridge, postcode CB20QQ. General phone number is 01223245151. Can I help with anything else?", "No that is all. Thank you.", "welcome. at your service next time", "Great! Have a nice day!", "You as well. Goodbye." ], "frames": [ { "service": [ "taxi", "train", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { 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"slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] } ], "dialogue_acts": [ { "dialog_act": { "act_type": [ "Hospital-Inform" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Hospital-Inform", "Hospital-Request" ], "act_slots": [ { "slot_name": [ "address", "name" ], "slot_value": [ "Hills Rd, Cambridge", "Addenbrookes" ] }, { "slot_name": [ "department" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [ "Hospital-Inform", "Hospital-Inform" ], "act_slot_name": [ "name", "address" ], "act_slot_value": [ "Addenbrookes", "Hills Rd, Cambridge" ], "span_start": [ 0, 36 ], "span_end": [ 12, 55 ] } }, { "dialog_act": { "act_type": [ "Hospital-Request" ], "act_slots": [ { "slot_name": [ "address", "phone", "postcode" ], "slot_value": [ "?", "?", "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Hospital-Inform" ], "act_slots": [ { "slot_name": [ "address", "name", "phone", "postcode" ], "slot_value": [ "Hills Rd, Cambridge", "Addenbrookes", "01223245151", "CB20QQ" ] } ] }, "span_info": { "act_type": [ "Hospital-Inform", "Hospital-Inform", "Hospital-Inform", "Hospital-Inform" ], "act_slot_name": [ "name", "address", "postcode", "phone" ], "act_slot_value": [ "Addenbrookes", "Hills Rd, Cambridge", "CB20QQ", "01223245151" ], "span_start": [ 0, 36, 66, 98 ], "span_end": [ 12, 55, 72, 109 ] } }, { "dialog_act": { "act_type": [ "general-thank" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-greet" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-bye" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-bye" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

[ "restaurant", "taxi", "attraction" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17", "18", "19", "20", "21" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "Is there anything interesting to see in the centre of town?", "In addition to architecture, colleges, and museums, we also have boat attractions, nightclubs, and theatres in the centre.", "I would be interested in seeing some interesting architecture.", "There are a few places, mainly churches, that have great architecture. Do you want information on any of those?", "No thank you though. I would like information on greek restaurants that would be in the same area as the churches you suggested, please?", "there is no greek restaurant in the centre. can we change the location?", "Well, how about African food?", "Bedouin is an expensive serving african food in the centre of town.", "That sounds good, can you book 2 people at 13:30 on Tuesday.", "Booking was successful. Reference number is : IA596HSH . Is there anything else I can do for you?", "Yes, I'll also need a taxi to commute between the two places. I'll need to be at the restaurant by 13:30, of course.", "Okay and where do you need the taxi to pick you up?", "I need it to arrive before the 13:30 at the restaurant. Can you give me a contact number and the car type that will pick me up?", "I can do that. I'm sorry, but can you clarify your departure site? It appears it would be a location in the centre?", "You're right. I forgot to select an architectural sight that I wanted to visit. Could you suggest one in the city centre.", "Sure thing. I would suggest the old schools.", "That sounds good, can you book the taxi from there to the restaurant?", "Booking completed! Booked car type : grey bmw Contact number : 07935848087", "thanks that's all i need", "Can I assist you with anything further, today?", "That's all I need, thanks so much for all of your help! Have a great day!", "Thank you, you too." ], "frames": [ { "service": [ "attraction", "taxi", "train", "bus", "police", "hotel", "restaurant", "hospital" ], "state": [ { "active_intent": "find_attraction", "requested_slots": [], "slots_values": { "slots_values_name": [ "attraction-area" ], "slots_values_list": [ [ "centre" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "find_restaurant", "requested_slots": 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"act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-bye" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

[ "restaurant", "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17", "18", "19" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I'm looking for a cheap place to stay. Can you help?", "I have a number of cheap hotels available; do you want to stay in a particular area of town?", "I don't care which area the hotel is in.", "Ok, would you prefer a guesthouse or a hotel?", "any so long as it is a 2star and has wifi", "I'm sorry I don't have any matches. Do you want me to check a different price range?", "Yes, please try expensive.", "I'm sorry, there's not guesthouse fitting THAT description either. Do you want to try a different hotel type or something?", "Try either a hotel or guesthouse.", "The express by holiday inn cambridge is a 2 star hotel in the east area that is expensive. It has wifi and parking. Would you like to make a reservation?", "yes please. book it for 3 people and 3 nights starting from friday.", "Booking was successful. Reference number is : DAEY6JJV .", "Thank you. I am also looking for a restaurant that serves vegetarian food and that is expensive.", "I don't seem to have any vegetarian restaurants. Do you have a second choice for cuisine?", "Italian would be fine.", "There are 5 expensive Italian restaurants around town is there an area you prefer?", "No any area will work. Whatever you recommend. I need a reservation for Friday, 3 people at 13:45. Please include the reference number.", "I reserved a table for you at stazione restaurant and coffee bar, you ref # is SUY8VW, anything else for you today?", "No, that's it! Thank you for all your help!", "ok, have a great day!" ], "frames": [ { "service": [ "hotel", "taxi", "train", "bus", "police", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_hotel", "requested_slots": [], "slots_values": { "slots_values_name": [ "hotel-pricerange" ], "slots_values_list": [ [ "cheap" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": 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[]

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You can get assistance by contacting Parkside Police Station at Telephone 01223358966, Address Parkside, Cambridge, Postcode CB11JG.", "That will be all, thank you.", "You're welcome, and good luck." ], "frames": [ { "service": [ "taxi", "train", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "find_police", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], 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[ "attraction", "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "Can I get the next train?", "I'm afraid our train system seems to be down at the moment. Can I help you find a hotel until it is back up and running?", "No, but I am looking for a nightclub to go to. What ones are there?", "There are quite a few in the Centre. I suggest either Club Salsa or Soul Tree Nightclub.", "Club Salsa sounds good. Can I get their phone number, address and postcode please?", "You sure may. The address is 1 Station Road, CB12JB. The phone number is 07782218745. Is there anything else I may help you with?", "Thanks. I would like some information on Rosa's bed and breakfast, please.", "What information are you looking for?", "Does such a place exist? If so, I would like some information on it, like the postcode.", "sure the address is 53 roseford road and the postcode is cb22ha. anything else?", "That is everything, thank you very much.", "Enjoy your visit." ], "frames": [ { "service": [ "taxi", "train", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "find_train", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": 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[ "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I'm looking for a hotel, is that something you help with?", "There are 33 hotels, is there a specific area you are looking for?", "I'm looking for somewhere classy and expensive, where they don't skimp on amenities like free wifi. Are there any like that?", "We have five hotels that meet that criteria. Are you looking for one in a particular area?", "Are any of them guesthouses? I would prefer a guesthouse.", "No, they're all hotels. Would you like me to try a different price range?", "Yes please, could you try finding me a guesthouse in a moderate price range?", "There are no expensive guest houses.", "I would settle for a moderate price ranged one.", "There are some in the north and one in the east. Does either option sound better?", "moderately priced with a 4 star rating. For 4 people for 5 nights on thursday.", "Do you want a hotel in the north or east?", "It doesn't matter. Whichever one you think is best.", "How does acorn guest house sound? They're on 154 chesterton rd and you'd get free parking, too.", "Okay great! Can you please book a reservation for 4 people for 5 nights starting on Thursday?", "Done! Your reference number is 1CD4LZ9R . Do you need assistance with anything else today?", "No that was all I needed thanks so much for your help.", "Thank you for contacting us, have a nice day." ], "frames": [ { "service": [ "hotel", "taxi", "train", "bus", "police", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_hotel", "requested_slots": [], "slots_values": { "slots_values_name": [ "hotel-type" ], "slots_values_list": [ [ "hotel" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { 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[ "train" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I would like to book a hotel room for two.", "Okay, is it possible you meant to say you needed to find a train? I can help you with that.", "Yes, sorry. I need to leave Stansted airport on Tuesday.", "And what is your destination?", "Cambridge. Please give me departure time and travel time.", "Would leaving at 5:24 and arriving at 5:52 work?", "It most certainly would, thank you. I am not ready to book, can you just give me the travel time for that trip?", "The travel time is 28 minutes. Is there anything else?", "No, that's all, thanks.", "You're welcome. 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[ "attraction", "train" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "Hi, can you help me find a train? I'm in the planning stages of a trip there.", "Absolutely! Do you know which train station you would like to use?", "Not really but I am departing from Cambridge and going to Birmingham New Street.", "There are hourly trains Friday morning, you could take the TR5408 leaving at 7AM, arriving at 9:44. It costs 75.10 pounds. Does that work?", "No. I need the train on a thursday and it has to arrive by 13:45. Can you give me the departure time, price, and travel time for that train?", "I have TR2102 that leaves at 10:01 and arrives by 12:44. The ticket price is 75.10 pounds. And the travel time is 163 minutes. Anything else I can help with?", "Yes, do you have any suggestions of places to go in the centre?", "sure! do you like museums?", "Yes, I enjoy going to museums. Can you recommend one?", "I've heard good things about the Primavera. And there is no entrance fee, so that's a bonus!", "That sounds great. Can you please provide me with the phone number and postcode.", "Absolutely. The phone number is 01223357708 and the postcode is cb21sj. Is there anything else I can help you with?", "That is all I needed today have a nice day.", "Thanks for using our service today!" ], "frames": [ { "service": [ "taxi", "train", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "find_train", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { 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[ "attraction", "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17", "18", "19" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "Can you book a hotel for me? I would like a 3 star hotel or greater in downtown Cambridge for tonight for 2 people.", "There is one called the Gonville Hotel, but it's expensive. Is this alright?", "yes that would be fine. Are there any colleges in the centre that we can also visit? And may I have the address please?", "There are four in the area that are free and one that has a fee of 2 pounds, would you like more information?", "Sure, which one would you recommend of the free ones?", "I would recommend Saint Catherine's College located at King's Parade, postcode cb23rl.", "Thank you, I actually need a guesthouse with free parking.", "Thank you for clarifying that you need a guest house. So that I might best find the right place for you, could you restate any other needs with regards to lodgings?", "I need free parking in the moderate pricerange.", "Unfortunately, I do not have any 3-star rated guesthouses that are moderately priced and in the centre with free parking. Would you like to change any criteria?", "No that is ok! I decided that free parking is not a deal breaker for me. So can I book that guest house?", "I don't see any 3 star guesthouses available in the centre. However Alexander Bed and Breakfast is a nice 4 star, cheap guesthouse. Does that work?", "Does that guesthouse come with free wifi?", "Yes, they do offer free internet as well as free parking. Would you like me to book a room for you there?", "yup. 5 nights just 1 person please, let's shoot for Monday. Thanks.", "I'm sorry, your booking was unsuccessful, probably because the guesthouse is booked for some or all of these days. Would you like to try a shorter stay, or book another day?", "Okay. Let's try for four nights and may I get the reference number.", "I was able to find availability for 4 days. Booking was successful. Reference number is : 84JDP6OG .", "Great! That should be all I need. Thanks for your help. Goodbye.", "You're welcome! 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[ "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "i am looking for information in Cambridge.", "I can certainly help you with that! What do you want to know?", "I'd like to stay at a guesthouse that offers free wifi.", "Do you have a price range or area preference? Because if not, how about a and b guest house located in the east and moderately priced.", "The hotel should have a star of 4 and should include free parking.", "The Alexander bed and breakfast is a great place. Do you need a reservation?", "yes, please. 6 people for 3 nights starting on thursday.", "Acorn Guest House would be perfect for your needs." ], "frames": [ { "service": [ "taxi", "train", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "find_train", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] 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"act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-reqmore" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Hotel-Inform" ], "act_slots": [ { "slot_name": [ "internet", "type" ], "slot_value": [ "yes", "guesthouse" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform" ], "act_slot_name": [ "type" ], "act_slot_value": [ "guesthouse" ], "span_start": [ 22 ], "span_end": [ 32 ] } }, { "dialog_act": { "act_type": [ "Hotel-Inform", "Hotel-Request" ], "act_slots": [ { "slot_name": [ "area", "name", "pricerange" ], "slot_value": [ "east", "a and b guest house", "moderately priced" ] }, { "slot_name": [ "area", "pricerange" ], "slot_value": [ "?", "?" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform", "Hotel-Inform", "Hotel-Inform" ], "act_slot_name": 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"slot_value": [ "thursday", "6", "3" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform", "Hotel-Inform", "Hotel-Inform" ], "act_slot_name": [ "bookpeople", "bookstay", "bookday" ], "act_slot_value": [ "6", "3", "thursday" ], "span_start": [ 13, 26, 47 ], "span_end": [ 14, 27, 55 ] } }, { "dialog_act": { "act_type": [ "Hotel-Recommend" ], "act_slots": [ { "slot_name": [ "name" ], "slot_value": [ "Acorn Guest House" ] } ] }, "span_info": { "act_type": [ "Hotel-Recommend" ], "act_slot_name": [ "name" ], "act_slot_value": [ "Acorn Guest House" ], "span_start": [ 0 ], "span_end": [ 17 ] } } ] }

[ "restaurant", "taxi", "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I'd like to find out more about expensive restaurants in the city centre.", "they are many. what is your prefered food type?", "Are there any restaurants that serve French food? If so, I will need the phone number to the restaurant.", "yes cote does. can i give you their contact?", "Yes please. I did state that I wanted the phone number.", "The number for Cote is 01223311053. Is there anything else I can do for you?", "Can you give me some information on a hotel called holiday inn Cambridge, please?", "The Express by Holiday Inn Cambridge is an expensive, 2-star hotel in the east. They're located at 15-17 norman way, coldhams business park. Can I book a room for you?", "Yes, please! I'll be traveling solo, and I need 3 nights starting Monday.", "Ok. I've booked a room with a queen sized bed for 3 nights starting Monday at the Holiday Inn Cambridge. Is there anything else I can help you with?", "Can I get a taxi that will take me to the hotel from the restaurant?", "Sure, what time should I set it up for the taxi to pick you up?", "Well, I need the taxi to pick me up at the restaurant by 09:15. I need the contact number and car type please.", "Alright, you'll be picked up by a grey Volvo, and the contact number is 07916701458. Can I help you with anything else?", "No, thank you. That is all. Goodbye", "It was a pleasure helping you today. 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[ "restaurant" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I want to eat at an expensive gastropub restaurant", "There are two gastropub's in the centre of town in the expensive price range, would you like me to book one?", "Yeah, I need a reservation for 4 people on saturday at 12:30 please", "Would you like me to book your reservation in the centre of town or east?", "The center of town would be best.", "Your reservations are complete at the Backstreet Bistro. Your reference number is 7H01DZW5 .", "Thank you so much. I don't think I need anything further.", "You're welcome, I hope you enjoy your meal. Feel free to call us again if you need anything else. 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[ "train", "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I need a list of cheap places to stay that include free parking.", "Alexander bed and breakfast is in the cheap price range in the centre of town.", "Okay, does that place include free wifi and it is 4 stars?", "Yes, the Alexander has free wifi and is a 4 star hotel. How many nights will you be staying?", "I will be staying 5 nights starting from Saturday.", "Thank you so much for that information. How many people in your party so I can make the booking for you?", "Yes, can you book it for 6 people?", "Booking was successful. Your reference number is QIT1W09H . Do you need anything else?", "Thank you. I also need a train to Kings Lynn that leaves on Sunday.", "There are 19 trains leaving Cambridge on Sunday. When would you like to depart?" ], "frames": [ { "service": [ "hotel", "taxi", "train", "bus", "police", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_hotel", "requested_slots": [], "slots_values": { "slots_values_name": [ "hotel-parking", "hotel-pricerange" ], "slots_values_list": [ [ "yes" ], [ "cheap" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", 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[ "taxi", "attraction", "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17", "18", "19", "20", "21" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "Hi, I am planning a trip and need some suggestions. I am looking for places to go in town.", "Can I ask you some questions about the types of places you want to go while you're in Cambridge?", "The attraction should be in the centre and should be in the type of cinema.", "The Vue Cineme is in the Grafton Centre, on East Road. Do you need any more information?", "What is the postcode for The Vue Cineme?", "The postcode is cb11ps. Is there anything else I can help you with?", "Yes, I'd also like to find a moderately-priced guesthouse on the west side, if possible. I do need free wifi.", "I have one place.Shall I book it?", "Sure, I'll be coming in on Sunday with one other person. We'll be staying for 3 nights.", "Okay. Your booking was successful. The reference number is UOE033DZ . Can I help with anything else today?", "Can you book me a taxi to get me from the cinema to the hotel?", "Absolutely, when did you want to leave?", "I would like to leave by 23:30.", "For me to book your Taxi what time you will like to arrive?", "You don't need an arrival time. I told you my departure time is 23:30. That should be enough. Please tell me the contact number and car type when you book it", "Your car will be a white Ford, and their contact number is 07378026406. Need anything else?", "I am also looking for an attraction.", "What kind of attraction are you looking for, and in what area?", "I would like to find a cinema.", "The Vue Cinema meets your requirements.", "Thank you that is all for now.", "Okay, goodbye. 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[ "taxi", "attraction", "hotel" ]

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Do you have anything like that?", "there are no expensive hotel in the north. can you change the location?", "I would like to stay in the north but can you try in the moderate price range and see if any are available?", "We have 2 matches. ashley hotel and lovell lodge. Both have the identical amenities. Do you prefer one over the other?", "Let's go with Ashley Hotel. For 8 people and 2 nights starting from Saturday. I need the reference number.", "You are booked, the reference number is QBIAGDVH, is there anything else that I can assist with?", "I also need to book a taxi from Old Schools to leave by 21:30", "Where would you like to be picked up?", "Pick me up from the hotel.", "Your taxi has been booked. It will be a blue Skoda and the contact number is 07641158259.", "Thank you for all your help! That will be all!", "Thank you for choosing Cambridge Town Info Centre. 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[ "restaurant", "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17", "18", "19", "20", "21" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I need a place to eat in the centre of town.", "There are a lot of restaurants to choose from in the centre, what type of food do you want to eat?", "Can you please search for indian food.", "I have many choices in the city center. Are you looking for something expensive or cheap?", "I want something expensive.", "How about Curry Garden on Regent Street?", "That would be fine. I would like reservations on wednesday for 3 people at 18:15.", "The curry garden will be expecting your party on Wednesday at 18:15. Your reference is 925W0ZE2 . Is there anything else I can do for you today?", "Yes. I also need a 4 star hotel.", "There are 21 4 star options. Do you need internet or parking?", "Parking doesn't matter, but I want it to be in the same area as the restaurant.", "There are two 4 star choices in the centre. A cheap guesthouse as well as an expensive hotel. Would you like to book one today?", "I'll like a hotel with free internet", "I have two results for you. Do you prefer a guesthouse or a hotel", "Either will do - which place do you think is better?", "I would recommend University arms hotel. Would you like me to make reservations for you?", "Does it have free parking? Also I need to know if they have free internet. The address and the type of hotel it is, got it?", "It does have free parking. It is a hotel. The address is regent street, post code cb21ad. Would you like me to make a reservation?", "Yes, please make a reservation for 3 people.", "when will you be arriving and how many rooms?", "I actually don't need a booking at this time. I have everything I need. Thank you, goodbye!", "Glad to be of help. 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[ "restaurant", "train" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I need to find a place to eat in the centre of Cambridge.", "There are dozens of places to eat in the north. What kind of food are you interested in?", "I'd like something that serves modern European.", "There are four choices available that range from cheap to expensive, what is your preference with price?", "Great can you book one for 2 people at 16:00 on monday please?", "Ok, I have a reservation for 2 at de luca cucina and bar on Monday at 16:00. The reference number is: HC9L602O .", "I am also looking for a train for Monday departing birmingham new street.", "It looks like there are trains running hourly from 5:40. Did you have a time of day in mind?", "I'm looking to arrive in cambridge by 10:15.", "The TR7853 gets you to Cambridge about 09:23. Would you like that one?", "Possibly. Can you give me the departure time, travel time and a price?", "That one departs at 06:40, and arrives at cambridge on monday at 09:23. It's duration is 163 minutes. The price is 75.10 pounds.", "Sounds good. Is there a ticket available on that train?", "Yes, I was able to book you for the train, the train number is TR7583, the reference number is LW0W57MP, the ticket is 75.09 payable at the station", "Okay. Thank you for all your help.", "You're welcome. Will you be needing anything else today?", "I won't be needing anything else, thank you.", "You're very welcome. I'm glad to have helped. 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{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I need a train to stansted airport from cambridge please.", "Ok, what day will you be traveling?", "Thursday. I need to arrive by 12:45.", "The closest to thing I can find is a train leaving at 5:40 on Thursday. It arrives at Stansted Airport at 6:08. Is this okay?", "Yes, that works. Can I get the train id number and the price please?", "the train Number is TR7966, it will cost you 10.10 pounds.", "I need to find me a room as well.", "What part of town would you prefer? And, do you need internet?", "Looking for something in the North, cheap price range please. Don't care much about internet.", "There are two guesthouses that meet your criteria. The City Centre North B and B, and the Worth House. Would you like me to book one of those for you?", "Sure, Saturday for 5 nights and 7 people.", "I have booked the Worth House for you. The reference number is G7TDBIJU . Is there anything else I can help you with?", "Does the Worth House have a star rating of 4?", "Yes, the Worth House has a 4 star rating. Is there anything else I can help you with?", "Can you book the worth house for 5 nights starting saturday for 7 people.", "Your booking was successful. Your reference number is G7TDBIJU .", "Thank you that will be all I need.", "Okay, have a nice day! 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[]

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Their telephone is 01223358966 with their postcode being CB11JG.", "Perfect, I will give them a call, and see if they can tell me what I should do next.", "Is there anything else I can help you with?" ], "frames": [ { "service": [ "taxi", "train", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "find_police", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], 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[ "restaurant" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I want something that's moderately priced. Any type of food.", "What area would you like?", "I would like the north part of town, please.", "Golden Wok serves Chinese food. Would you like their address and phone number?", "yes I would like their address and phone number", "The golden wok is located at 191 Histon Road Chesterton and their phone number is 01223 350688. May I help you with anything else?", "No, thank you goodbye", "Have a great day and enjoy your food." ], "frames": [ { "service": [ "restaurant", "taxi", "train", "bus", "police", "hotel", "attraction", "hospital" ], "state": [ { "active_intent": "find_restaurant", "requested_slots": [ "restaurant-food" ], "slots_values": { "slots_values_name": [ "restaurant-food", "restaurant-pricerange" ], "slots_values_list": [ [ "dontcare" ], [ "moderate" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], 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"Restaurant-Request" ], "act_slots": [ { "slot_name": [ "food", "pricerange" ], "slot_value": [ "dontcare", "moderate" ] }, { "slot_name": [ "food" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "pricerange", "food" ], "act_slot_value": [ "moderate", "dontcare" ], "span_start": [ 24, 43 ], "span_end": [ 32, 47 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Request" ], "act_slots": [ { "slot_name": [ "area" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "area" ], "slot_value": [ "north" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform" ], "act_slot_name": [ "area" ], "act_slot_value": [ "north" ], "span_start": [ 17 ], "span_end": [ 22 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform", "general-reqmore" ], "act_slots": [ { "slot_name": [ "food", "name" ], "slot_value": [ "Chinese", "Golden Wok" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "name", "food" ], "act_slot_value": [ "Golden Wok", "Chinese" ], "span_start": [ 0, 18 ], "span_end": [ 10, 25 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Request" ], "act_slots": [ { "slot_name": [ "address", "phone" ], "slot_value": [ "?", "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform", "general-reqmore" ], "act_slots": [ { "slot_name": [ "address", "name", "phone" ], "slot_value": [ "191 Histon Road Chesterton", "The golden wok", "01223 350688" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "name", "address", "phone" ], "act_slot_value": [ "The golden wok", "191 Histon Road Chesterton", "01223 350688" ], "span_start": [ 0, 29, 82 ], "span_end": [ 14, 55, 94 ] } }, { "dialog_act": { "act_type": [ "general-bye" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-bye" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

[ "restaurant" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I am looking for a cheap restaurant.", "There are several cheap restaurants located in the centre part of town.", "Do any serve spanish food?", "Yes, La Raza serves Spanish food. Would you like their phone number?", "No, I would like the address and the post code please.", "La Raza is located at 4-6 Rose Crescent, their postcode is C.B 2, 3 L.L", "Thank you, goodbye.", "Thank you for using this system" ], "frames": [ { "service": [ "restaurant", "taxi", "train", "bus", "police", "hotel", "attraction", "hospital" ], "state": [ { "active_intent": "find_restaurant", "requested_slots": [], "slots_values": { "slots_values_name": [ "restaurant-pricerange" ], "slots_values_list": [ [ "cheap" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] }, { "service": [ "restaurant", "taxi", "train", "bus", "police", "hotel", "attraction", "hospital" ], "state": [ { "active_intent": "find_restaurant", "requested_slots": [], "slots_values": { "slots_values_name": [ "restaurant-food", "restaurant-pricerange" ], "slots_values_list": [ [ "spanish" ], [ "cheap" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [ "restaurant-food" ], "value": [ "spanish" ], "start": [ 13 ], "exclusive_end": [ 20 ], "copy_from": [ "" ], "copy_from_value": [ [] ] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [ "restaurant" ], "state": [ { "active_intent": "", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [ "restaurant-name" ], "value": [ "La Raza" ], "start": [ 5 ], "exclusive_end": [ 12 ], "copy_from": [ "" ], "copy_from_value": [ [] ] } ] }, { "service": [ "restaurant", "taxi", "train", "bus", "police", "hotel", "attraction", "hospital" ], "state": [ { "active_intent": "find_restaurant", "requested_slots": [ "restaurant-postcode", "restaurant-address" ], "slots_values": { "slots_values_name": [ "restaurant-food", "restaurant-name", "restaurant-pricerange" ], "slots_values_list": [ [ "spanish" ], [ "la raza" ], [ "cheap" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": 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"slots_values_name": [ "restaurant-food", "restaurant-name", "restaurant-pricerange" ], "slots_values_list": [ [ "spanish" ], [ "la raza" ], [ "cheap" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] } ], "dialogue_acts": [ { "dialog_act": { "act_type": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "pricerange" ], "slot_value": [ "cheap" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform" ], "act_slot_name": [ "pricerange" ], "act_slot_value": [ "cheap" ], "span_start": [ 19 ], "span_end": [ 24 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "area", "choice", "pricerange" ], "slot_value": [ "centre part of town", "several", "cheap" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "choice", "pricerange", "area" ], "act_slot_value": [ "several", "cheap", "centre part of town" ], "span_start": [ 10, 18, 51 ], "span_end": [ 17, 23, 70 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "food" ], "slot_value": [ "spanish" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform" ], "act_slot_name": [ "food" ], "act_slot_value": [ "spanish" ], "span_start": [ 13 ], "span_end": [ 20 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform", "general-reqmore" ], "act_slots": [ { "slot_name": [ "food", "name" ], "slot_value": [ "Spanish", "La Raza" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "name", "food" ], "act_slot_value": [ "La Raza", "Spanish" ], "span_start": [ 5, 20 ], "span_end": [ 12, 27 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Request" ], "act_slots": [ { "slot_name": [ "address", "postcode" ], "slot_value": [ "?", "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "address", "name", "postcode", "postcode" ], "slot_value": [ "4-6 Rose Crescent", "La Raza", "3 L.L", "C.B 2" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "name", "address", "postcode", "postcode" ], "act_slot_value": [ "La Raza", "4-6 Rose Crescent", "C.B 2", "3 L.L" ], "span_start": [ 0, 22, 59, 66 ], "span_end": [ 7, 39, 64, 71 ] } }, { "dialog_act": { "act_type": [ "general-bye" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-bye" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

[ "restaurant", "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I'm looking to get some info about a hotel called Home from Home", "Home from Home is located at 78-80 Milton Rd. It's a 4 star hotel in the north part of town. Phone is 01223323555.", "Yes, can you please book a room for me for 4 people for 5 nights starting on Thursday.", "Yes your booking was successful and your reference number is Z7XFCSHU .", "I am also looking for an Indian restaurant that is located in the centre?", "there is curry garden as well as eight other options for you.", "Curry Garden sounds good, can you book me for 4 people at 12:15 on saturday?", "I have a table for 4 at 12:15 on Saturday at Curry Garden. Is there anything else i can help you with?", "Could I get the reference number please?", "Your reference number is XDJE6L0H . Do you need anything else?", "No that is all I do believe thanks for all of your help", "You are welcome! Enjoy your visit!" ], "frames": [ { "service": [ "hotel", "taxi", "train", "bus", "police", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_hotel", "requested_slots": [], "slots_values": { "slots_values_name": [ "hotel-name" ], "slots_values_list": [ [ "home from home" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [ "hotel-name" ], "value": [ "Home from Home" ], "start": [ 50 ], "exclusive_end": [ 64 ], "copy_from": [ "" ], "copy_from_value": [ [] ] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] }, { "service": [ "hotel", "taxi", "train", "bus", "police", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "book_hotel", "requested_slots": [], "slots_values": { "slots_values_name": [ "hotel-bookday", "hotel-bookpeople", "hotel-bookstay", "hotel-name" ], "slots_values_list": [ [ "thursday" ], [ "4" ], [ "5" ], [ "home from home" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": 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[ "train", "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17", "18", "19", "20", "21" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "i need a train to bishops stortford that leaves after 16:30, please.", "Where will you be travelling to?", "I already told you.", "Where will you be departing from and what day do you wish to travel?", "I would like to leave on Tuesday, and depart from Cambridge.", "The TR2153 departs Cambridge for Bishops Stortford on Tuesday at 17:29, would you like to book a seat on this train?", "Yeah. I need to book for 7 people.", "Booking was successful, the total fee is 70.7 GBP payable at the station . Reference number is : C2KPV8JC .", "Thanks for the booking. I also am looking for a guesthouse with free internet for all of us.", "Arbury Lodge Guesthouse is available in the north area. It's a moderate price range and has free internet. How many days will you be staying?", "We will be staying for five days.", "And which night would you like to start your stay?", "One moment. I am looking for 2 stars. Does Arbury Lodge Guesthouse have two stars?", "It has 4 stars, should I book that for you?", "Yes, please book it and provide a reference number.", "Which day of the week is the start of your stay, please?", "Is it available starting Thursday?", "I just need to confirm before I book this hotel, do you want a 4-star hotel or 2-star hotel? Or does it matter?", "Four star please same group of people starting Thursday I need a ref number too please.", "Your room is booked (Ref#QN4WVXJJ). Is there anything else I can do for you today?", "No that will be all today. 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[ "restaurant", "taxi", "attraction" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I am looking for a restaurant in the centre of town.", "There are 69 restaurants in the centre. Is there a specific type of cuisine or price range you are looking for?", "I am looking for an expensive restaurant in the centre, type of food does not matter but I need a table for 7 people for Tuesday at 13:15.", "Unfortunately there is no vacancy on that day at that time. Can we try another day or time?", "Could we try for Tuesday at 12:15 please.", "I made a reservation at Bedouin, an African restaurant, for 7 people on Tuesday at 12:15. Your reservation number is PN95JSUF . Is there anything else?", "Yes, I'm looking for a particular attraction called Whale of a Time. Do you have any information on it?", "Yes, Whale of a Time is located in the west part of town, phone number is 01954781018. Any other questions?", "Could I have the postcode, address, and entrance fee?", "The postcode is cb238el, address is unit 8, viking way, bar hill and there is not an entrance fee listed. Can I help you with anything else?", "Yes, can you book me a taxi between those two? I'd like to arrive at the restaurant in time for my reservation please.", "I have booked a Yellow Tesla for you and you will arrive at the restaurant by 12:15. The contact number for the taxi is 07916644539. Is there anything else?", "No, that should do it, thanks!", "Thank you for using Cambridge TownInfo centre. 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[ "restaurant", "taxi", "attraction" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17", "18", "19" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I'd like to find out more about taking a tour of Trinity College.", "I do not have information about tours, would you like the phone number for Trinity College?", "Actually, can you tell me what type of attraction it is? My friend suggested it and mentioned the name, but not much else.", "It is a college located on trinity street. The entrance fee is 1 pound. May I help you with anything else today?", "Yes, I'd like to find a restaurant in the centre of town.", "Of course. There are many restaurants in the area. Is there a food type you're interested in?", "I would chinese please.", "Is there a price range you'd like to stay in?", "Yeah, I'd like a moderately priced restaurant. And type of food doesn't actually matter. Just somewhere moderately priced in the centre of town.", "May I suggest Jinling Noodle Bar, they have excellent food moderately priced. Would you like a reservation?", "That would be great. Can I have the phone number please?", "their phone number is 01223566188.", "Great! Thanks. I also need a taxi to take me between the two. I want to leave the restaurant by 08:30", "I would be happy to do get a taxi for you. I need the departure location, destination location and the time of travel.", "I would like to leave the restaurant by 8:30.", "Your cab will pick you up at 08:30 at Jinling Noodle bar to take you to Trinity College. Expect a yellow ford. The contact number is 07741212724.", "Perfect, thank you for all your help.", "Do you need help arranging transportation or lodging at this time?", "No, thank you. I've got everything I need right now.", "You're welcome, glad I could help." ], "frames": [ { "service": [ "attraction", "taxi", "train", "bus", "police", "hotel", "restaurant", "hospital" ], "state": [ { "active_intent": "find_attraction", "requested_slots": [], "slots_values": { "slots_values_name": [ "attraction-name", "attraction-type" ], "slots_values_list": [ [ "trinity college" ], [ "college" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], 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{ "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

[ "restaurant", "taxi", "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "Hi, I need a hotel on the west side, please.", "We have a couple options available to you, is there a particular price range you are looking for?", "I don't care about price range, but I do want the hotel to have a 4 star rating and have free wifi.", "I have the Huntingdon Marriott that is more expensive. Also, the Cambridge Belfry that is cheap. Do you have a preference?", "Can you tell me their post codes?", "Huntingdon marriott post code is pe296fl and the cambridge belfry postcode is cb236bw. Anything else I can assist you with today?", "No. Thank you. Goodbye.", "You're welcome. Have a wonderful day!", "I also need information on the maharajah tandoor restaurant please.", "It is an expensive restaurant in the west area serving indian food. Would you like me to book it for you?", "Yes, please book a table for 1 at 16:00 on Wednesday.", "I have completed the booking. The table will be reserved for 15 minutes. The reference number is KQLHM8ST .", "Would you be able to schedule a taxi to take me from the Huntingdon Marriott to the Maharajah Tandoor?", "Sure thing, what time would you like to arrive at your destination?", "I need to arrive in time for my reservation.", "I have reserved you a blue tesla, Contact number : 07639403969. Is there anything else I can help you with?", "No that is all thank you for your help!", "You are welcome. 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When would you like your taxi to depart?", "I need to arrive at Cambridge Contemporary Art by 19:15 please.", "No problem. Your taxi has been reserved. Your driver's contact number is 07035811281 and will be driving a grey toyota. Is there anything else you need today?", "No, that will be all, thank you!", "Okay, have a nice day." ], "frames": [ { "service": [ "restaurant", "taxi", "train", "bus", "police", "hotel", "attraction", "hospital" ], "state": [ { "active_intent": "find_restaurant", "requested_slots": [], "slots_values": { "slots_values_name": [ "restaurant-area", "restaurant-pricerange" ], "slots_values_list": [ [ "centre" ], [ "expensive" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { 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[ "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "Hey, I need a place to stay with free wifi and free parking.", "I have several options to offer you, is there an area of town, or price range you'd like?", "Thanks! I really don't care about the area. I need stay in a guesthouse that has free wifi and parking.", "In order to try to narrow down your options, do you prefer a cheaper place or something moderately priced?", "I don't mind about the price but I want something with 4 stars .", "How about the Archway House? it is moderately priced in the north.", "That sounds nice. Can you get it for four nights starting Thursday?", "I will be happy to book it for you! How many people will be staying?", "Four people. Thanks.", "I've book the hotel for you for 4 people on Thursday. The reference number is QMOZPFHQ .", "Thanks so much. That is all I need. Bye.", "You're welcome. If you need anything else please let us know." ], "frames": [ { "service": [ "hotel", "taxi", "train", "bus", "police", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_hotel", "requested_slots": [], "slots_values": { "slots_values_name": [ "hotel-internet", "hotel-parking" ], "slots_values_list": [ [ "yes" ], [ "yes" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", 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] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": 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"hotel-bookstay", "hotel-internet", "hotel-name", "hotel-parking", "hotel-stars", "hotel-type" ], "slots_values_list": [ [ "thursday" ], [ "4" ], [ "4" ], [ "yes" ], [ "archway house" ], [ "yes" ], [ "4" ], [ "guesthouse" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] }, { "service": [ "hotel", "taxi", "train", "bus", "police", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [ "hotel-bookday", "hotel-bookpeople", "hotel-bookstay", "hotel-internet", "hotel-name", "hotel-parking", "hotel-stars", "hotel-type" ], "slots_values_list": [ [ "thursday" ], [ "4" ], [ "4" ], [ "yes" ], [ "archway house" ], [ "yes" ], [ "4" ], [ "guesthouse" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] } ], "dialogue_acts": [ { "dialog_act": { "act_type": [ "Hotel-Inform" ], "act_slots": [ { "slot_name": [ "internet", "parking" ], "slot_value": [ "yes", "yes" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Hotel-Inform", "Hotel-Request" ], "act_slots": [ { "slot_name": [ "choice" ], "slot_value": [ "several" ] }, { "slot_name": [ "area", "pricerange" ], "slot_value": [ "?", "?" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform" ], "act_slot_name": [ "choice" ], "act_slot_value": [ "several" ], "span_start": [ 7 ], "span_end": [ 14 ] } }, { "dialog_act": { "act_type": [ "Hotel-Inform" ], "act_slots": [ { "slot_name": [ "type" ], "slot_value": [ "guesthouse" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform" ], "act_slot_name": [ "type" ], "act_slot_value": [ "guesthouse" ], "span_start": [ 61 ], "span_end": [ 71 ] } }, { "dialog_act": { "act_type": [ "Hotel-Select" ], "act_slots": [ { "slot_name": [ "pricerange", "pricerange" ], "slot_value": [ "cheaper", "moderately priced" ] } ] }, "span_info": { "act_type": [ "Hotel-Select", "Hotel-Select" ], "act_slot_name": [ "pricerange", "pricerange" ], "act_slot_value": [ "cheaper", "moderately priced" ], "span_start": [ 61, 88 ], "span_end": [ 68, 105 ] } }, { "dialog_act": { "act_type": [ "Hotel-Inform" ], "act_slots": [ { "slot_name": [ "stars" ], "slot_value": [ "4" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform" ], "act_slot_name": [ "stars" ], "act_slot_value": [ "4" ], "span_start": [ 55 ], "span_end": [ 56 ] } }, { "dialog_act": { "act_type": [ "Hotel-Inform" ], "act_slots": [ { "slot_name": [ "area", "name", "pricerange" ], "slot_value": [ "north", "the Archway House", "moderately priced" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform", "Hotel-Inform", "Hotel-Inform" ], "act_slot_name": [ "name", "pricerange", "area" ], "act_slot_value": [ "the Archway House", "moderately priced", "north" ], "span_start": [ 10, 35, 60 ], "span_end": [ 27, 52, 65 ] } }, { "dialog_act": { "act_type": [ "Hotel-Inform" ], "act_slots": [ { "slot_name": [ "bookday", "bookstay", "stars" ], "slot_value": [ "thursday", "4", "4" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform", "Hotel-Inform" ], "act_slot_name": [ "bookstay", "bookday" ], "act_slot_value": [ "4", "thursday" ], "span_start": [ 37, 58 ], "span_end": [ 41, 66 ] } }, { "dialog_act": { "act_type": [ "Booking-Request" ], "act_slots": [ { "slot_name": [ "bookpeople" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Hotel-Inform" ], "act_slots": [ { "slot_name": [ "bookpeople" ], "slot_value": [ "4" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform" ], "act_slot_name": [ "bookpeople" ], "act_slot_value": [ "4" ], "span_start": [ 0 ], "span_end": [ 4 ] } }, { "dialog_act": { "act_type": [ "Booking-Book" ], "act_slots": [ { "slot_name": [ "bookday", "bookpeople", "ref" ], "slot_value": [ "Thursday", "4", "QMOZPFHQ" ] } ] }, "span_info": { "act_type": [ "Booking-Book", "Booking-Book", "Booking-Book" ], "act_slot_name": [ "bookpeople", "bookday", "ref" ], "act_slot_value": [ "4", "Thursday", "QMOZPFHQ" ], "span_start": [ 32, 44, 78 ], "span_end": [ 33, 52, 86 ] } }, { "dialog_act": { "act_type": [ "general-bye" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-bye" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

[ "hospital" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5" ], "speaker": [ 0, 1, 0, 1, 0, 1 ], "utterance": [ "I'm hurt and I need to find a hospital. Oh, and one with an oncology department!", "Hello, I'm sorry you are injured. Addenbrookes Hospital is located on Hills Rd. If you need to call the oncology department directly they may be reached at 01223217708.", "Thank you. Can I have the postcode too please.", "The postcode is CB20QQ", "Okay, thank you.", "You're welcome. I hope everything is okay!" ], "frames": [ { "service": [ "hospital", "taxi", "train", "bus", "police", "hotel", "restaurant", "attraction" ], "state": [ { "active_intent": "find_hospital", "requested_slots": [], "slots_values": { "slots_values_name": [ "hospital-department" ], "slots_values_list": [ [ "oncology" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [ "hospital-department" ], "value": [ "oncology" ], "start": [ 60 ], "exclusive_end": [ 68 ], "copy_from": [ "" ], "copy_from_value": [ [] ] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] }, { "service": [ "hospital", "taxi", "train", "bus", "police", "hotel", "restaurant", "attraction" ], "state": [ { "active_intent": "find_hospital", "requested_slots": [ "hospital-address", "hospital-postcode" ], "slots_values": { "slots_values_name": [ "hospital-department" ], "slots_values_list": [ [ "oncology" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] }, { "service": [ "hospital", "taxi", "train", "bus", "police", "hotel", "restaurant", "attraction" ], "state": [ { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [ "hospital-department" ], "slots_values_list": [ [ "oncology" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] } ], "dialogue_acts": [ { "dialog_act": { "act_type": [ "Hospital-Inform" ], "act_slots": [ { "slot_name": [ "department" ], "slot_value": [ "oncology" ] } ] }, "span_info": { "act_type": [ "Hospital-Inform" ], "act_slot_name": [ "department" ], "act_slot_value": [ "oncology" ], "span_start": [ 60 ], "span_end": [ 68 ] } }, { "dialog_act": { "act_type": [ "Hospital-Inform" ], "act_slots": [ { "slot_name": [ "address", "department", "name", "phone" ], "slot_value": [ "Hills Rd.", "oncology", "Addenbrookes", "01223217708" ] } ] }, "span_info": { "act_type": [ "Hospital-Inform", "Hospital-Inform", "Hospital-Inform", "Hospital-Inform" ], "act_slot_name": [ "name", "address", "department", "phone" ], "act_slot_value": [ "Addenbrookes", "Hills Rd.", "oncology", "01223217708" ], "span_start": [ 34, 70, 104, 156 ], "span_end": [ 46, 79, 112, 167 ] } }, { "dialog_act": { "act_type": [ "Hospital-Request" ], "act_slots": [ { "slot_name": [ "address", "postcode" ], "slot_value": [ "?", "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Hospital-Inform" ], "act_slots": [ { "slot_name": [ "postcode" ], "slot_value": [ "CB20QQ" ] } ] }, "span_info": { "act_type": [ "Hospital-Inform" ], "act_slot_name": [ "postcode" ], "act_slot_value": [ "CB20QQ" ], "span_start": [ 16 ], "span_end": [ 22 ] } }, { "dialog_act": { "act_type": [ "general-thank" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-welcome" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

[ "train", "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I am planning your trip in Cambridge. looking for a train", "I feel more comfortable planning my own trip, but I can help you with yours. Where will you be coming from and on what day?", "I am from Broxbourne and coming into Cambridge. What trains would you have available on Monday?", "We have nineteen trains available that day. Is there any time you would like to leave or arrive by?", "I need to leave after 21:15. Can you book this for four people? I need a reference number.", "Booking was successful, the total fee is 71.59 GBP payable at the station. Reference number is : UPJBMQ32 .", "Thanks, I also need a guest house.", "We have many fine guesthouses in town. Is there a certain part of town or price range you would like?", "I want it to be cheap, in the centre, and it must have internet", "there are two results here. Do you have a preference for star rating?", "No, I don't have a preference for star rating. Either would be fine.", "Well 4 stars sounds better than 0 to me, how about the alexander bed and breakfast. Would you like to book there?", "as long as it has free wifi. I need a room for 2 nights for 4 people on the same day.", "It does have internet. I booked your reservation, the reference number is RUNKLECC . Anything more I can help with?", "that will be all for me today. Thank you, bye!", "You are very welcome. 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"act_type": [ "Hotel-Inform", "Hotel-Inform" ], "act_slot_name": [ "choice", "type" ], "act_slot_value": [ "many", "guesthouses" ], "span_start": [ 8, 18 ], "span_end": [ 12, 29 ] } }, { "dialog_act": { "act_type": [ "Hotel-Inform" ], "act_slots": [ { "slot_name": [ "area", "internet", "pricerange" ], "slot_value": [ "centre", "yes", "cheap" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform", "Hotel-Inform" ], "act_slot_name": [ "pricerange", "area" ], "act_slot_value": [ "cheap", "centre" ], "span_start": [ 16, 30 ], "span_end": [ 21, 36 ] } }, { "dialog_act": { "act_type": [ "Hotel-Inform", "Hotel-Request" ], "act_slots": [ { "slot_name": [ "choice" ], "slot_value": [ "two" ] }, { "slot_name": [ "stars" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform" ], "act_slot_name": [ "choice" ], "act_slot_value": [ "two" ], "span_start": [ 10 ], "span_end": [ 13 ] } }, { "dialog_act": { "act_type": [ "Hotel-Inform" ], "act_slots": [ { "slot_name": [ "stars" ], "slot_value": [ "dontcare" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Booking-Inform", "Hotel-Recommend" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "name" ], "slot_value": [ "the alexander bed and breakfast" ] } ] }, "span_info": { "act_type": [ "Hotel-Recommend" ], "act_slot_name": [ "name" ], "act_slot_value": [ "the alexander bed and breakfast" ], "span_start": [ 51 ], "span_end": [ 82 ] } }, { "dialog_act": { "act_type": [ "Hotel-Inform" ], "act_slots": [ { "slot_name": [ "bookday", "bookpeople", "bookstay" ], "slot_value": [ "monday", "4", "2" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform", "Hotel-Inform", "Hotel-Inform" ], "act_slot_name": [ "bookstay", "bookpeople", "bookday" ], "act_slot_value": [ "2", "4", "monday" ], "span_start": [ 47, 60, 76 ], "span_end": [ 48, 61, 84 ] } }, { "dialog_act": { "act_type": [ "Booking-Book", "Hotel-Inform", "general-reqmore" ], "act_slots": [ { "slot_name": [ "ref" ], "slot_value": [ "RUNKLECC" ] }, { "slot_name": [ "internet" ], "slot_value": [ "yes" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Booking-Book" ], "act_slot_name": [ "ref" ], "act_slot_value": [ "RUNKLECC" ], "span_start": [ 74 ], "span_end": [ 82 ] } }, { "dialog_act": { "act_type": [ "general-bye" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-greet" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

[ "taxi" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I need to get a taxi out of holy trinity church.", "What is your destination?", "I'm going to saint johns chop house.", "I can help you with that. When do you need to leave?", "I need to arrive at the chop house by 22:30.", "Your taxi is booked. Look for a yellow Volkswagen.", "I need the contact number please.", "The contact number is 07727071722. Is there anything else I can help you with?", "No that is all Thank you goodbye.", "Please call us anytime. Good Bye." ], "frames": [ { "service": [ "taxi", "train", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_taxi", "requested_slots": [], "slots_values": { "slots_values_name": [ "taxi-departure" ], "slots_values_list": [ [ "holy trinity church" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [ "taxi-departure" ], "value": [ "holy trinity church" ], "start": [ 28 ], "exclusive_end": [ 47 ], "copy_from": [ "" ], "copy_from_value": [ [] ] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] }, { "service": [ "taxi", "train", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_taxi", "requested_slots": [], "slots_values": { "slots_values_name": [ "taxi-departure", "taxi-destination" ], "slots_values_list": [ [ "holy trinity church" ], [ "saint johns chop house" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], 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"slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] } ], "dialogue_acts": [ { "dialog_act": { "act_type": [ "Taxi-Inform" ], "act_slots": [ { "slot_name": [ "departure" ], "slot_value": [ "holy trinity church" ] } ] }, "span_info": { "act_type": [ "Taxi-Inform" ], "act_slot_name": [ "departure" ], "act_slot_value": [ "holy trinity church" ], "span_start": [ 28 ], "span_end": [ 47 ] } }, { "dialog_act": { "act_type": [ "Taxi-Request" ], "act_slots": [ { "slot_name": [ "destination" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Taxi-Inform" ], "act_slots": [ { "slot_name": [ "destination" ], "slot_value": [ "saint johns chop house" ] } ] }, "span_info": { "act_type": [ "Taxi-Inform" ], "act_slot_name": [ "destination" ], "act_slot_value": [ "saint johns chop house" ], "span_start": [ 13 ], "span_end": [ 35 ] } }, { "dialog_act": { "act_type": [ "Taxi-Request" ], "act_slots": [ { "slot_name": [ "leaveat" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Taxi-Inform" ], "act_slots": [ { "slot_name": [ "arriveby" ], "slot_value": [ "22:30" ] } ] }, "span_info": { "act_type": [ "Taxi-Inform" ], "act_slot_name": [ "arriveby" ], "act_slot_value": [ "22:30" ], "span_start": [ 38 ], "span_end": [ 43 ] } }, { "dialog_act": { "act_type": [ "Taxi-Inform" ], "act_slots": [ { "slot_name": [ "type" ], "slot_value": [ "yellow Volkswagen" ] } ] }, "span_info": { "act_type": [ "Taxi-Inform" ], "act_slot_name": [ "type" ], "act_slot_value": [ "yellow Volkswagen" ], "span_start": [ 32 ], "span_end": [ 49 ] } }, { "dialog_act": { "act_type": [ "Taxi-Request" ], "act_slots": [ { "slot_name": [ "phone" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Taxi-Inform", "general-reqmore" ], "act_slots": [ { "slot_name": [ "phone" ], "slot_value": [ "07727071722" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Taxi-Inform" ], "act_slot_name": [ "phone" ], "act_slot_value": [ "07727071722" ], "span_start": [ 22 ], "span_end": [ 33 ] } }, { "dialog_act": { "act_type": [ "general-bye" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-bye" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

[ "taxi" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I'd like for a taxi to take me to gonville hotel today", "And where will you be leaving from?", "I'll be departing from j restaurant.", "What time would you like to depart at?", "I'd like to leave after 21:15.", "Booking completed! Booked car type : white honda Contact number : 07694199231", "Great, thank you! That's all I need today.", "You're quite welcome. Have a lovely trip! Goodbye." ], "frames": [ { "service": [ "taxi", "train", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_taxi", "requested_slots": [], "slots_values": { "slots_values_name": [ "taxi-destination" ], "slots_values_list": [ [ "gonville hotel" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { 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[ "restaurant", "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "Please find me an expensive place to dine on the South side of town", "Sure, we have Chinese, Indian, Italian or Mexican that you could choose from.", "How about chinese.", "Okay, how about the good luck chinese food takeaway? Will that work for you?", "Yes, that sounds good! Book a table for 3 at 13:45 please.", "I'll be happy to help you with that. What day would you like the reservation for?", "I'd like to make it for Wednesday. Can you include the reference number?", "Your reservation is all set for Wednesday. Your reference number is 68X7U9IG . Is there anything else I can help you with?", "I need a hotel in the same price range as the restaurant that has free parking and free wifi for the same group for 3 nights starting from the same day.", "Ok and for how many days ?", "how about 1 nights.", "There are 5 results matching your requirements. What area of town would you like?", "The area does not matter. Just the criteria I stated. It will be starting Wednesday.", "How about the University Arms Hotel? It has free parking and wifi, and it's a 4 star rated hotel.", "If you can book it for my group, I need it for 3 nights starting on Wednesday.", "Yes I will book it for you and get a reference number ?" ], "frames": [ { "service": [ "restaurant", "taxi", "train", "bus", "police", "hotel", "attraction", "hospital" ], "state": [ { "active_intent": "find_restaurant", "requested_slots": [], "slots_values": { "slots_values_name": [ "restaurant-area", "restaurant-pricerange" ], "slots_values_list": [ [ "south" ], [ "expensive" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], 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"span_start": [ 47, 68 ], "span_end": [ 48, 77 ] } }, { "dialog_act": { "act_type": [ "Booking-Inform" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

[ "restaurant", "train" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I'm trying to find a train that departs from London Kings Cross on Thursday. Can you help me book a ticket?", "Sure, are you coming to Cambridge? What time would you like to depart?", "Any time that lets me arrive by 08:45.", "The TR4016 from london kings cross to cambridge, traveling on thursday, leaves at 07:17 and arrives at 8:08. Should I book it for you?", "Yes can you please book that for 8 people and give me the reference number?", "great, I was able to get your tickets. Reference number is FCRRA5HL and the tickets, 188.8 GBP are payable at the station, anything else?", "Yes, have you heard of a restaurant called Curry King?", "Yes, Curry King is an Indian restaurant in the centre. What more information would you like?", "Can you book be there for 8 people at 18:30 on thursday?", "I have your table reserved. The reference number is ZTVSJGBZ .", "Thank you for reserving that for me. That's all I need today.", "You're very welcome. Have a lovely day." ], "frames": [ { "service": [ "train", "taxi", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_train", "requested_slots": [], "slots_values": { "slots_values_name": [ "train-day", "train-departure" ], "slots_values_list": [ [ "thursday" ], [ "london kings cross" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "find_restaurant", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", 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[ "restaurant", "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I'm looking for an expensive restaurant in the south.", "I have two that fit that description, would you prefer Chinese or Portuguese?", "Either one. I just need it to be open on Sunday.", "Okay, lets do the Lucky Star. Would you like a reservation?", "I would like that. A table for 8 at 12:00.", "I have booked a table for 8 at the Lucky Star. The reference number is IILATPJI . Is there anything else I can help you with?", "I'm looking for a guesthouse to stay at. It should have free parking.", "The acorn guest house would be perfect. Shall I book it ?", "Yes, that would be great. I'll need it booked for the same group of people, 2 nights, and starting on the same day.", "Your hotel reservation number is D6UOJ6SH, for Sunday, 8 people for two nights. Is there anything else I can help you with?", "i dont think so. i think thats all. take care. bye.", "Thank you for contacting us and have a nice day." ], "frames": [ { "service": [ "restaurant", "taxi", "train", "bus", "police", "hotel", "attraction", "hospital" ], "state": [ { "active_intent": "find_restaurant", "requested_slots": [], "slots_values": { "slots_values_name": [ "restaurant-area", "restaurant-pricerange" ], "slots_values_list": [ [ "south" ], [ "cheap" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": 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[ "hotel" ]

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Thanks!", "Have a great day!" ], "frames": [ { "service": [ "taxi", "train", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "find_hotel", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], 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[ "restaurant", "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17", "18", "19" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I am looking for a place to stay", "I will definitely be able to help you with that. Did you want a hotel or a guest house?", "I'm looking for a guesthouse with free parking and free wifi.", "There are a lot of guesthouses that meet that criteria. Do you want to stay in a particular area?", "No, I don't care about the location. I do want a 4 star place though.", "The acorn guest house has a 4 star rating and is in the moderate price range. It is in the north area. Would you like to reserve a room?", "Yes. Where is a good expensive restaurant in the West area of town?", "There are nine expensive restaurants in the west, is there a particular type of food that you are interested in?", "Can you give me some examples of the type of cuisine that is available?", "There's british, european, indian, and thai.", "What's the address, postcode and phone number of the thai restaurant?", "Sala Thong serves Thai food and is located at 35 Newnham Road, Newnham cb39ey. Their phone number is 01223323178. Can I help with a booking?", "Yes can you please book that for me?", "What day and time would you like me to reserve the restaurant for?", "let's book it for wednesday please.", "How many people will the booking be for and what time would you prefer the booking to be at?", "I think we're jumping way ahead of ourselves here. Let's start afresh. Please get me the address to the acorn and then we can proceed with getting a taxi", "The address to acorn is 154 chesterton road.", "Thank you! Good bye.", "Thank you for calling Cambridge TownInfo centre. It was a pleasure to help you." ], "frames": [ { "service": [ "taxi", "train", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "find_hotel", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], 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"slot_name": [ "address" ], "slot_value": [ "154 chesterton road" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform" ], "act_slot_name": [ "address" ], "act_slot_value": [ "154 chesterton road" ], "span_start": [ 24 ], "span_end": [ 43 ] } }, { "dialog_act": { "act_type": [ "general-bye" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-bye" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

[ "restaurant", "taxi", "attraction" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I'm looking for a place to dine in the centre in the moderate price range.", "Would you like a table at Cotto?", "Yes, that would be fine. I don't need a book but can you give me the phone number and address for Cotto? Thanks", "Sure! The phone number for Cotto is 01223302010 and the address is 183 East Road, City Centre. Is there anything else I can help you with?", "Can you tell what attractions are near the restaurant?", "There are 44 attractions in the centre of town. Do you have particular type of attraction in mind?", "No, what do you recommend?", "The old schools is wonderful located at trinity lane.", "What is the entrance fee and phone number?", "They have free entrance. Their phone number is 01223332320.", "I also want a taxi two go between those two places.", "Ok, will you be leaving from the restaurant or the college? And what time of day would you like this booking to be?", "I want to leave the college by 07:00 so please go ahead and book that taxi for me", "I was able to book your taxi. It is a white Tesla and the contact number is 07335673174. Is there anything else you need today?", "that is all i needed. i appreciate your help alot", "I'm glad I was able to help you today. 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52 ] } }, { "dialog_act": { "act_type": [ "Attraction-Request" ], "act_slots": [ { "slot_name": [ "entrancefee", "phone" ], "slot_value": [ "?", "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Attraction-Inform" ], "act_slots": [ { "slot_name": [ "entrancefee", "phone" ], "slot_value": [ "free", "01223332320" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform", "Attraction-Inform" ], "act_slot_name": [ "entrancefee", "phone" ], "act_slot_value": [ "free", "01223332320" ], "span_start": [ 10, 47 ], "span_end": [ 14, 58 ] } }, { "dialog_act": { "act_type": [ "Taxi-Inform" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Taxi-Request" ], "act_slots": [ { "slot_name": [ "departure", "leaveat" ], "slot_value": [ "?", "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Taxi-Inform" ], "act_slots": [ { "slot_name": [ "departure", "leaveat" ], "slot_value": [ "old schools", "07:00" ] } ] }, "span_info": { "act_type": [ "Taxi-Inform" ], "act_slot_name": [ "leaveat" ], "act_slot_value": [ "07:00" ], "span_start": [ 31 ], "span_end": [ 36 ] } }, { "dialog_act": { "act_type": [ "Taxi-Inform" ], "act_slots": [ { "slot_name": [ "phone", "type" ], "slot_value": [ "07335673174", "white Tesla" ] } ] }, "span_info": { "act_type": [ "Taxi-Inform", "Taxi-Inform" ], "act_slot_name": [ "type", "phone" ], "act_slot_value": [ "white Tesla", "07335673174" ], "span_start": [ 38, 76 ], "span_end": [ 49, 87 ] } }, { "dialog_act": { "act_type": [ "general-thank" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-bye", "general-welcome" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

[ "attraction", "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "i am looking for places to go in town. The attraction should be in the type of college and should be in the centre.", "There are several. May I recommend Emmanuel College? They are located on Saint Andrew's Street and have no entrance fee.", "ok. What is their phone number?", "Their number is 01223334200.", "I also need a hotel to stay in.", "What type of hotel are you looking for?", "I need a HOTEL in the cheap price range.", "Then you want the cambridge belfry, would you like me to book you a stay?", "Does it have free parking?", "There is free parking.", "Okay. Please book a stay starting on Tuesday for 4 nights and 3 people.", "Booking was successful. Reference number is : YJQS3BTA .", "thanks for all of your help!", "You're welcome. 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"dialog_act": { "act_type": [ "general-bye", "general-welcome" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

[ "restaurant" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "Can you help me find a cheap restaurant in the centre?", "Sure! There are 15 cheap restaurants in the centre. Is there a certain type of food you're looking for?", "Oh, yes! Italian, please.", "I can recommend Ask restaurant. Would you like me to make a reservation?", "No, let's try italian on the cheap side located in the centre. Book for 7 people on wednesday at 11:45 please.", "I was able to book your party at Ask. Your reservation will hold for 15 minutes. Is there anything else I can help you with today?", "Could I get the reference number please?", "Reference number is : V0PVDPBC . Need anything else?", "No thank you! Goodbye.", "You're welcome and have a great day!" ], "frames": [ { "service": [ "restaurant", "taxi", "train", "bus", "police", "hotel", "attraction", "hospital" ], "state": [ { "active_intent": "find_restaurant", "requested_slots": [], "slots_values": { "slots_values_name": [ "restaurant-area", "restaurant-pricerange" ], "slots_values_list": [ [ "centre" ], [ "cheap" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { 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[ "italian" ], [ "ask" ], [ "cheap" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [ "restaurant-booktime" ], "value": [ "11:45" ], "start": [ 97 ], 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"slot_value": [ "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform", "general-reqmore" ], "act_slots": [ { "slot_name": [ "ref" ], "slot_value": [ "V0PVDPBC" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform" ], "act_slot_name": [ "ref" ], "act_slot_value": [ "V0PVDPBC" ], "span_start": [ 22 ], "span_end": [ 30 ] } }, { "dialog_act": { "act_type": [ "general-bye" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-bye", "general-welcome" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

[ "attraction", "train" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "Good evening, I need to take a train from Cambridge to Norwich.", "What day and time do you want to travel?", "I want to leave on Wednesday and arrive by 15:30.", "I have train TR1144 leaving at 5:36 and arriving at 6:55. Would you like to make reservations for that?", "Yes, that would work. I don't need a ticket though. But, can I ask the price per ticket?", "The price is 17.60. Can I help you with anything else?", "i'm also interested in places to go in town.", "What area would you be in?", "I would like information on the colleges in the centre please.", "I have 13 results that match, is there anymore information you can give me on what you are looking for?", "recommend any and give me the entrance fee and postcode", "gonville and caius college have free admission. Their postcode is cb21ta", "Thanks, that's all I need for today", "Thank you for using our services. Have we met all of your needs?", "Yes, thank you very much. That will be all.", "Thank you for calling and have a great day. Goodbye." ], "frames": [ { "service": [ "train", "taxi", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_train", "requested_slots": [], "slots_values": { "slots_values_name": [ "train-departure", "train-destination" ], "slots_values_list": [ [ "cambridge" ], [ "norwich" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], 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[ "attraction", "train" ]

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"act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Train-Inform" ], "act_slots": [ { "slot_name": [ "arriveby", "day" ], "slot_value": [ "10:45", "friday" ] } ] }, "span_info": { "act_type": [ "Train-Inform", "Train-Inform" ], "act_slot_name": [ "day", "arriveby" ], "act_slot_value": [ "friday", "10:45" ], "span_start": [ 19, 47 ], "span_end": [ 25, 52 ] } }, { "dialog_act": { "act_type": [ "Train-Inform", "Train-Request" ], "act_slots": [ { "slot_name": [ "trainid" ], "slot_value": [ "TR4800" ] }, { "slot_name": [ "bookpeople" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [ "Train-Inform" ], "act_slot_name": [ "trainid" ], "act_slot_value": [ "TR4800" ], "span_start": [ 4 ], "span_end": [ 10 ] } }, { "dialog_act": { "act_type": [ "Train-Request" ], "act_slots": [ { "slot_name": [ "leaveat" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-bye" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

[ "restaurant" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I would like a restaurant in the centre and in the moderate price range.", "The Yippee Noodle Bar is a moderate priced Asian Oriental restaurant. Does that sound good?", "No, the restaurant should serve modern european food.", "Sure I have at least two choices for you. One is the De Luca Cucina and Bar and the other is the Riverside Brasserie. Both are located in the center. Would either of them interest you?", "Let's try the Brasserie.", "If you'd like a reservation I will need to know what day and time you'd like your reservation and how many will be in your party.", "Just 1 person at 13:15 on thursday", "You're all set your reference number is IVGZLYTZ", "Thanks. That's all I need!", "Alright, thank you. Goodbye!" ], "frames": [ { "service": [ "restaurant", "taxi", "train", "bus", "police", "hotel", "attraction", "hospital" ], "state": [ { "active_intent": "find_restaurant", "requested_slots": [], "slots_values": { "slots_values_name": [ "restaurant-area", "restaurant-pricerange" ], "slots_values_list": [ [ "centre" ], [ "moderate" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": 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"copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] }, { "service": [ "restaurant", "taxi", "train", "bus", "police", "hotel", "attraction", "hospital" ], "state": [ { "active_intent": "find_restaurant", "requested_slots": [], "slots_values": { "slots_values_name": [ "restaurant-area", "restaurant-food", "restaurant-pricerange" ], "slots_values_list": [ [ "centre" ], [ "modern european" ], [ "moderate" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], 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{ "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] }, { "service": [ "restaurant", "taxi", "train", "bus", "police", "hotel", "attraction", "hospital" ], "state": [ { "active_intent": "find_restaurant", "requested_slots": [], "slots_values": { "slots_values_name": [ "restaurant-area", "restaurant-food", "restaurant-name", "restaurant-pricerange" ], "slots_values_list": [ [ "centre" ], [ "modern european" ], [ "brasserie", "riverside brasserie" ], [ "moderate" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { 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[ "" ], "copy_from_value": [ [] ] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] }, { "service": [ "restaurant", "taxi", "train", "bus", "police", "hotel", "attraction", "hospital" ], "state": [ { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [ "restaurant-area", "restaurant-bookday", "restaurant-bookpeople", "restaurant-booktime", "restaurant-food", "restaurant-name", "restaurant-pricerange" ], "slots_values_list": [ [ "centre" ], [ "thursday" ], [ "1" ], [ "13:15" ], [ "modern european" ], [ "riverside brasserie", "brasserie" ], [ "moderate" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], 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"copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] } ], "dialogue_acts": [ { "dialog_act": { "act_type": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "area", "pricerange" ], "slot_value": [ "centre", "moderate" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "area", "pricerange" ], "act_slot_value": [ "centre", "moderate" ], "span_start": [ 33, 51 ], "span_end": [ 39, 59 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Recommend" ], "act_slots": [ { "slot_name": [ "food", "name", "pricerange" ], "slot_value": [ "Asian Oriental", "The Yippee Noodle Bar", "moderate" ] } ] }, "span_info": { "act_type": [ "Restaurant-Recommend", "Restaurant-Recommend", "Restaurant-Recommend" ], "act_slot_name": [ "name", "pricerange", "food" ], "act_slot_value": [ "The Yippee Noodle Bar", "moderate", "Asian Oriental" ], "span_start": [ 0, 27, 43 ], "span_end": [ 21, 35, 57 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "food" ], "slot_value": [ "modern european" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform" ], "act_slot_name": [ "food" ], "act_slot_value": [ "modern european" ], "span_start": [ 32 ], "span_end": [ 47 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform", "Restaurant-Select" ], "act_slots": [ { "slot_name": [ "area", "choice", "name", "name" ], "slot_value": [ "center", "at least two", "De Luca Cucina and Bar", "Riverside Brasserie" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "choice", "name", "name", "area" ], "act_slot_value": [ "at least two", "De Luca Cucina and Bar", "Riverside Brasserie", "center" ], "span_start": [ 12, 53, 97, 142 ], "span_end": [ 24, 75, 116, 148 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "name" ], "slot_value": [ "brasserie" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform" ], "act_slot_name": [ "name" ], "act_slot_value": [ "brasserie" ], "span_start": [ 14 ], "span_end": [ 23 ] } }, { "dialog_act": { "act_type": [ "Booking-Request" ], "act_slots": [ { "slot_name": [ "bookday", "bookpeople", "booktime" ], "slot_value": [ "?", "?", "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "bookday", "bookpeople", "booktime" ], "slot_value": [ "thursday", "1", "13:15" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "bookpeople", "booktime", "bookday" ], "act_slot_value": [ "1", "13:15", "thursday" ], "span_start": [ 5, 17, 26 ], "span_end": [ 6, 22, 34 ] } }, { "dialog_act": { "act_type": [ "Booking-Book" ], "act_slots": [ { "slot_name": [ "ref" ], "slot_value": [ "IVGZLYTZ" ] } ] }, "span_info": { "act_type": [ "Booking-Book" ], "act_slot_name": [ "ref" ], "act_slot_value": [ "IVGZLYTZ" ], "span_start": [ 40 ], "span_end": [ 48 ] } }, { "dialog_act": { "act_type": [ "general-thank" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-bye" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

[ "restaurant", "attraction" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "Hello, can I please have some information on the types of museums that are available in Cambridge and their location?", "Sure. There are 79 different museums in Cambridge. Is there an area of the city you were looking to visit? Or price range?", "Not really anywhere specific, and I don't care about the price range.", "May I suggest the Broughton House Gallery? It is a nice museum in the centre which is free to visit. Shall I provide more information?", "What is the postcode and phone number there?", "01223314960 and cb11ln", "I also need a place to eat, I want European food and it needs to be expensive.", "I have many choices. What part of town do you prefer?", "It doesn't matter. You choose. Can I get the area, phone number and address please?", "I recommend Eraina, it is in Centre, the phone number is 01223368786 and the address is Free School Lane City Centre. Can I book you a table there?", "No thank you, that's all the information I need right now.", "Thank you for contacting the Cambridge TownInfo centre. 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[ "restaurant" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5" ], "speaker": [ 0, 1, 0, 1, 0, 1 ], "utterance": [ "Hi! Can you give me some information on the Royal Spice restaurant?", "Of course! It's a cheap Indian restaurant in the north at Victoria Avenue Chesteron cb41eh. The phone number is 01733553355. May I help with anything else?", "I would like to book for two on Wednesday, at 17:15.", "I have you booked Wednesday at 17:15 a table for 2, this table will hold for 15 mins and your reference number is GXO64LG8 .", "Great, thanks! That's all I needed!", "You're welcome! Have a great day. Goodbye." ], "frames": [ { "service": [ "restaurant", "taxi", "train", "bus", "police", "hotel", "attraction", "hospital" ], "state": [ { "active_intent": "find_restaurant", "requested_slots": [], "slots_values": { "slots_values_name": [ "restaurant-name" ], "slots_values_list": [ [ "royal spice" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { 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"01733553355", "cheap" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "pricerange", "food", "area", "address", "phone" ], "act_slot_value": [ "cheap", "Indian", "in the north", "Victoria Avenue Chesteron cb41eh", "01733553355" ], "span_start": [ 18, 24, 42, 58, 112 ], "span_end": [ 23, 30, 54, 90, 123 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "bookday", "bookpeople", "booktime" ], "slot_value": [ "wednesday", "2", "17:15" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "bookpeople", "bookday", "booktime" ], "act_slot_value": [ "2", "wednesday", "17:15" ], "span_start": [ 25, 32, 46 ], "span_end": [ 28, 41, 51 ] } }, { "dialog_act": { "act_type": [ "Booking-Book" ], "act_slots": [ { "slot_name": [ "bookday", "bookpeople", "booktime", "ref" ], "slot_value": [ "Wednesday", "2", "17:15", "GXO64LG8" ] } ] }, "span_info": { "act_type": [ "Booking-Book", "Booking-Book", "Booking-Book", "Booking-Book" ], "act_slot_name": [ "bookday", "booktime", "bookpeople", "ref" ], "act_slot_value": [ "Wednesday", "17:15", "2", "GXO64LG8" ], "span_start": [ 18, 31, 49, 114 ], "span_end": [ 27, 36, 50, 122 ] } }, { "dialog_act": { "act_type": [ "general-thank" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-bye", "general-welcome" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

[ "attraction", "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "Hi, I am planning my Cambridge trip and could use some help with a particular attraction.", "Sure, is there a particular area of town you're interested in?", "No, I need help with a particular attraction. Can you help?", "I sure can, what is the name of the attraction you are seeking information about?", "I'm looking for tenpin I want the address and entrance fee.", "Tenpin address is Cambridge Leisure Park, Clifton Way. I am sorry I have no information about their entrance fee. Can I assist you with anything else today?", "Yes, I also wanted to find an expensive guesthouse to stay at.", "I have expensive hotels, or moderately priced guesthouses. But no expensive guesthouses.", "What about a 4 star guest with free parking. If there is no such guesthouse how about one that is in the cheap range.", "I found 7 cheap ones. What part of town would you like to stay in?", "I don't have a preference. Please make a suggestion and book it for 6 people for 2 nights starting on friday.", "Okay, you are all booked at the leverton house. Your reference number is UDJH8B4E . Is there anything else I can help you with?", "No that will be it for today, thank you.", "You are welcome. Have a good afternoon." ], "frames": [ { "service": [ "taxi", "train", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "find_attraction", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { 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[]

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Goodbye." ], "frames": [ { "service": [ "taxi", "train", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "find_police", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { 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[ "train" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I'm looking for a train going to Ely please.", "What day is this for?", "It will be for Thursday.", "What time would you like to go?", "I just need to arrive by 14:15.", "I have three different train choices. Depending on how early you want to arrive. I have one arriving at 6:07, one at 8:07 and one at 10:07.", "What's the travel time? Knowing that will help me select on a time.", "The travel time is only 17 minutes.", "When is the departure time for 10:07?", "TR1923 departs cambridge at 9:50 and arrives in ely by 10:07, total travel time of 17 minutes. Do you want to book a ticket?", "Not at this time. Thank you for your help!", "Is there any other information I can get for you at this time?", "No, that's it. Thanks!", "You're welcome. Enjoy your day." ], "frames": [ { "service": [ "train", "taxi", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_train", "requested_slots": [], "slots_values": { "slots_values_name": [ "train-destination" ], "slots_values_list": [ [ "ely" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], 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[ "hospital" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "where is the Addenbrookes Hospital?", "It's located at Hills Rd, Cambridge, you can reach them via telephone at 01223245151.", "Thanks, do they have a children's oncology and haematology department?", "Yes, they do. That department can be reached directly at 01223217231. Can I be of any further assistance today?", "No, that's all I needed to know. Thank you.", "My pleasure, if you should need more information please feel free to contact us again.", "I will. Goodbye.", "Goodbye. 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[], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] } ], "dialogue_acts": [ { "dialog_act": { "act_type": [ "Hospital-Inform" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Hospital-Inform" ], "act_slots": [ { "slot_name": [ "address", "phone" ], "slot_value": [ "Hills Rd, Cambridge", "01223245151" ] } ] }, "span_info": { "act_type": [ "Hospital-Inform", "Hospital-Inform" ], "act_slot_name": [ "address", "phone" ], "act_slot_value": [ "Hills Rd, Cambridge", "01223245151" ], "span_start": [ 16, 73 ], "span_end": [ 35, 84 ] } }, { "dialog_act": { "act_type": [ "Hospital-Inform" ], "act_slots": [ { "slot_name": [ "department" ], "slot_value": [ "children's oncology and haematology" ] } ] }, "span_info": { "act_type": [ "Hospital-Inform" ], "act_slot_name": [ "department" ], "act_slot_value": [ "children's oncology and haematology" ], "span_start": [ 23 ], "span_end": [ 58 ] } }, { "dialog_act": { "act_type": [ "Hospital-Inform" ], "act_slots": [ { "slot_name": [ "phone" ], "slot_value": [ "01223217231" ] } ] }, "span_info": { "act_type": [ "Hospital-Inform" ], "act_slot_name": [ "phone" ], "act_slot_value": [ "01223217231" ], "span_start": [ 57 ], "span_end": [ 68 ] } }, { "dialog_act": { "act_type": [ "general-thank" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-welcome" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-bye" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-bye" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

[ "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "Hi, I could use help with my planning. I am trying to find a place to stay.", "Ok, to help us find the right place for you lets talk about what you would like. Do you have a price range you prefer? Or an area of town?", "I would like it to be in the south and have a rating of 3 stars.", "We have a moderately priced guesthouse and an expensive hotel that match your requirements.", "Does either offer free parking?", "They both offer free parking and internet.", "Okay can you please book it for 7 people for 4 nights starting on Tuesday?", "Which one? The guesthouse or the hotel?", "The hotel, please.", "Reference number is : BS0ODSGJ . Is there anything else?" ], "frames": [ { "service": [ "taxi", "train", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "find_hotel", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] }, { "service": [ "hotel", "taxi", "train", "bus", "police", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_hotel", "requested_slots": [], "slots_values": { "slots_values_name": [ "hotel-area", "hotel-stars" ], "slots_values_list": [ [ "south" ], [ "3" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] }, { "service": [ "hotel", "taxi", "train", "bus", "police", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_hotel", "requested_slots": [], "slots_values": { "slots_values_name": [ "hotel-area", "hotel-stars" ], "slots_values_list": [ [ "south" ], [ "3" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] }, { "service": [ "hotel", "taxi", "train", "bus", "police", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_hotel", "requested_slots": [], "slots_values": { "slots_values_name": [ "hotel-area", "hotel-stars" ], "slots_values_list": [ [ "south" ], [ "3" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "find_train", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] }, { "service": [ "hotel", "taxi", "train", "bus", "police", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "book_hotel", "requested_slots": [], "slots_values": { "slots_values_name": [ "hotel-area", "hotel-bookday", "hotel-bookpeople", "hotel-bookstay", "hotel-stars" ], "slots_values_list": [ [ "south" ], [ "tuesday" ], [ "4" ], [ "7" ], [ "3" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] } ], "dialogue_acts": [ { "dialog_act": { "act_type": [ "general-greet" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Hotel-Request", "general-welcome" ], "act_slots": [ { "slot_name": [ "area", "pricerange" ], "slot_value": [ "?", "?" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Hotel-Inform" ], "act_slots": [ { "slot_name": [ "area", "stars" ], "slot_value": [ "south", "3" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform", "Hotel-Inform" ], "act_slot_name": [ "area", "stars" ], "act_slot_value": [ "south", "3" ], "span_start": [ 29, 56 ], "span_end": [ 34, 57 ] } }, { "dialog_act": { "act_type": [ "Hotel-Inform" ], "act_slots": [ { "slot_name": [ "pricerange", "pricerange", "type", "type" ], "slot_value": [ "expensive", "moderately priced", "guesthouse", "hotel" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform", "Hotel-Inform", "Hotel-Inform", "Hotel-Inform" ], "act_slot_name": [ "pricerange", "type", "pricerange", "type" ], "act_slot_value": [ "moderately priced", "guesthouse", "expensive", "hotel" ], "span_start": [ 10, 28, 46, 56 ], "span_end": [ 27, 38, 55, 61 ] } }, { "dialog_act": { "act_type": [ "Hotel-Inform" ], "act_slots": [ { "slot_name": [ "parking" ], "slot_value": [ "yes" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Hotel-Inform" ], "act_slots": [ { "slot_name": [ "choice", "internet", "parking" ], "slot_value": [ "both", "yes", "yes" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform" ], "act_slot_name": [ "choice" ], "act_slot_value": [ "both" ], "span_start": [ 5 ], "span_end": [ 9 ] } }, { "dialog_act": { "act_type": [ "Hotel-Inform" ], "act_slots": [ { "slot_name": [ "bookstay" ], "slot_value": [ "4" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform" ], "act_slot_name": [ "bookstay" ], "act_slot_value": [ "4" ], "span_start": [ 45 ], "span_end": [ 46 ] } }, { "dialog_act": { "act_type": [ "Hotel-Select" ], "act_slots": [ { "slot_name": [ "type", "type" ], "slot_value": [ "guesthouse", "hotel" ] } ] }, "span_info": { "act_type": [ "Hotel-Select", "Hotel-Select" ], "act_slot_name": [ "type", "type" ], "act_slot_value": [ "guesthouse", "hotel" ], "span_start": [ 15, 33 ], "span_end": [ 25, 38 ] } }, { "dialog_act": { "act_type": [ "Hotel-Inform" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Hotel-Inform", "general-reqmore" ], "act_slots": [ { "slot_name": [ "ref" ], "slot_value": [ "BS0ODSGJ" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform" ], "act_slot_name": [ "ref" ], "act_slot_value": [ "BS0ODSGJ" ], "span_start": [ 22 ], "span_end": [ 30 ] } } ] }

[ "restaurant" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5" ], "speaker": [ 0, 1, 0, 1, 0, 1 ], "utterance": [ "Hello, I am looking for a restaurant that serves Portuguese food.", "nandos city centre serves portuguese food. They are in the centre of town and are in the cheap price range.", "What is their address?", "nandos city centre is at 33-34 Saint Andrews Street.", "Thank you so much!", "You're welcome. Goodbye." ], "frames": [ { "service": [ "restaurant", "taxi", "train", "bus", "police", "hotel", "attraction", "hospital" ], "state": [ { "active_intent": "find_restaurant", "requested_slots": [], "slots_values": { "slots_values_name": [ "restaurant-food" ], "slots_values_list": [ [ "portuguese" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { 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[ "taxi", "attraction", "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17", "18", "19", "20", "21" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I am looking for some places to go in town. I'm so excited about seeing some of the local attractions.", "There are many to choose from! Almost 80. Can you tell me if you have a certain type of place you want to visit?", "What do you recommend? I will be need the address, entrance fee, and postcode for what you recommend please.", "I honestly recommend visiting a famous college such as Christs or Magdalene.", "Could I have the address, entrance fee, and postcode.", "Christ's College is on Saint Andrew's Street and postcode CB23BU. There is no entrance fee. Can I help you with anything else?", "Yes, I'm also looking for a place to stay. The hotel doesn't need to include internet.", "There are about 33 hotels that meet your needs. Can you narrow it down to a certain area of town and price range?", "I'm sorry,was Christ's College in the centre? I did need something in that area.", "Yes it is in the centre.", "Is there one in the centre with free parking", "Sorry, parking isn't something that is mentioned for attractions.", "Okay. I'd like a hotel that includes free parking then.", "alexander bed and breakfast would meet those needs. could i look for something else? or can i book a stay here at this one?", "Please book it for 7 people for 5 nights starting Thursday.", "I have your rooms booked. The reference number is : OGBAZ8XW . KIs there anything else i can assist you with today?", "Great I also need a taxi to commute between the two places.", "Where will you be leaving from? What time would you like to leave?", "i want to leave by 10:45", "I've got a ride for you. A yellow Skoda. Their phone number is 07546403281", "Great, thanks! That's everything I needed.", "Perfect. I hope you have a wonderful stay. 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[ "restaurant", "taxi", "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17", "18", "19", "20", "21", "22", "23", "24", "25", "26", "27" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I am looking for an expensive gastropub restaurant in Cambridge", "I see there are two in centre and one in East area. Do you have a preference?", "Yes I need the one in the east.", "Great! That's the Royal Standard at 290 Mill Road City Centre cb13nl. Would you like to book a table?", "Yes. We need a table for 2 at 14:45 on Saturday.", "Sorry booking was unsuccessful. Would you like to try a different time?", "How about at 13:45?", "Your table is booked! It will be reserved for 15 minutes and your reference number is 9M44WAHK .", "Thank you so much. Can you help me find a place to stay? I would like a 3 star place that's in the expensive price range.", "I recommend the Lensfield hotel on the south side. Shall I book a room?", "I would like it to have free parking, please.", "The Lensfield has free parking and free internet. Did you need a room there, or perhaps their address?", "I would like to book a room, please.", "Ok, I can book a room for you at the Lensfield Hotel, I just need some information. For starters, what day would you like to check in?", "Actually, I think I'll hold off on the reservation, but can you provide their phone number, please?", "The Lensfield Hotel's phone number is 01223355017.", "Thank you. Do you know what type of hotel Lensfield is?", "It is a hotel, expensive. What else would you like to know?", "Does this hotel offer free wifi?", "Yes it does.", "I need to book a taxi to go between both places,needs to arrive after we finish at restaurant and I need car type and number", "Ok, I've booked a white Tesla for you, their contact number is 07752313537. Can I help you with anything else?", "Actually, I know I said *after* we finish at the restaurant, but it turns out I need the taxi arrives at the restaurant at the reservation time - 13:45 on Saturday", "Ok I changed that for you. You will have a white audi contact number 07235895362", "Great, thanks so much. Sorry for the confusion.", "It's no problem. Is there something else I could assist you with today?", "That is everything, thanks for your help.", "You're welcome. 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[ "attraction", "train" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "Hi, can you suggest some tourist sites to visit in Cambridge?", "There are 79 tourist sites listed in Cambridge. What type of attraction are you interested in seeing?", "Yes, I'd love to visit a college. Is there a nice one in the city centre?", "Christ's College is on Saint Andrew's Street in the centre. It is lovely.", "What's the entrance fee, address, and phone number?", "Christ's college is free to enter. It's located on saint andrew's street, and their phone number is 01223334900. Is there anything else I can help you with?", "I am looking for a train that will leave after 14:00 and should depart from cambridge.", "I'm sure we can find what you're looking for. Where will you be traveling to?", "I will be going to Norwich this Thursday.", "How about the TR5190 train? It leaves Cambridge at 14:36 and arrives in Norwich at 15:55.", "That sounds perfect, that's all that I needed to know, thank you for your help!", "Thank you for choosing the help desk. 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"slot_value": [ "15:55", "Cambridge", "Norwich", "14:36", "TR5190" ] } ] }, "span_info": { "act_type": [ "Train-Inform", "Train-Inform", "Train-Inform", "Train-Inform", "Train-Inform" ], "act_slot_name": [ "trainid", "departure", "leaveat", "destination", "arriveby" ], "act_slot_value": [ "TR5190", "Cambridge", "14:36", "Norwich", "15:55" ], "span_start": [ 14, 38, 51, 72, 83 ], "span_end": [ 20, 47, 56, 79, 88 ] } }, { "dialog_act": { "act_type": [ "general-thank" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-bye", "general-welcome" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

[ "attraction" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "Hi, I'm curious about attractions located in the center of town.", "I have over 40 great attractions in the town centre. How do you feel about entrance fees?", "I don't care about entrance fees.", "Do you have a preference for a particular area of town?", "Yes I would like the center.", "How about all saints church?", "Sounds good, could I get the address please?", "All Saints Church Jesus Lane, postal code cb58bs. Is there anything else I can help you with today?", "no that takes crare of it", "Thank you for using the Cambridge TownInfo centre!" ], "frames": [ { "service": [ "attraction", "taxi", "train", "bus", "police", "hotel", "restaurant", "hospital" ], "state": [ { "active_intent": "find_attraction", "requested_slots": [], "slots_values": { "slots_values_name": [ "attraction-area" ], "slots_values_list": [ [ "centre" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] }, { "service": [ "attraction", "taxi", "train", "bus", "police", "hotel", "restaurant", "hospital" ], "state": [ { "active_intent": "find_attraction", "requested_slots": [], "slots_values": { "slots_values_name": [ "attraction-area" ], "slots_values_list": [ [ "centre" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] }, { "service": [ "attraction", "taxi", "train", "bus", "police", "hotel", "restaurant", "hospital" ], "state": [ { "active_intent": "find_attraction", "requested_slots": [], "slots_values": { "slots_values_name": [ "attraction-area" ], "slots_values_list": [ [ "centre" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [ "attraction" ], "state": [ { "active_intent": "", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [ "attraction-name" ], "value": [ "all saints church" ], "start": [ 10 ], "exclusive_end": [ 27 ], "copy_from": [ "" ], "copy_from_value": [ [] ] } ] }, { "service": [ "attraction", "taxi", "train", "bus", "police", "hotel", "restaurant", "hospital" ], "state": [ { "active_intent": "find_attraction", "requested_slots": [ "attraction-address" ], "slots_values": { "slots_values_name": [ "attraction-area", "attraction-name" ], "slots_values_list": [ [ "centre" ], [ "all saints church" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] }, { "service": [ "attraction", "taxi", "train", "bus", "police", "hotel", "restaurant", "hospital" ], "state": [ { "active_intent": "find_attraction", "requested_slots": [ "attraction-name" ], "slots_values": { "slots_values_name": [ "attraction-area", "attraction-name" ], "slots_values_list": [ [ "centre" ], [ "all saints church" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] } ], "dialogue_acts": [ { "dialog_act": { "act_type": [ "Attraction-Inform" ], "act_slots": [ { "slot_name": [ "area" ], "slot_value": [ "centre" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform" ], "act_slot_name": [ "area" ], "act_slot_value": [ "centre" ], "span_start": [ 49 ], "span_end": [ 55 ] } }, { "dialog_act": { "act_type": [ "Attraction-Inform", "Attraction-Request" ], "act_slots": [ { "slot_name": [ "area", "choice" ], "slot_value": [ "centre", "over 40" ] }, { "slot_name": [ "entrancefee" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform", "Attraction-Inform" ], "act_slot_name": [ "choice", "area" ], "act_slot_value": [ "over 40", "centre" ], "span_start": [ 7, 45 ], "span_end": [ 14, 51 ] } }, { "dialog_act": { "act_type": [ "Attraction-Inform" ], "act_slots": [ { "slot_name": [ "entrancefee" ], "slot_value": [ "dontcare" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform" ], "act_slot_name": [ "entrancefee" ], "act_slot_value": [ "dontcare" ], "span_start": [ 2 ], "span_end": [ 12 ] } }, { "dialog_act": { "act_type": [ "Attraction-Request" ], "act_slots": [ { "slot_name": [ "area" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Attraction-Inform" ], "act_slots": [ { "slot_name": [ "area" ], "slot_value": [ "centre" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform" ], "act_slot_name": [ "area" ], "act_slot_value": [ "centre" ], "span_start": [ 21 ], "span_end": [ 27 ] } }, { "dialog_act": { "act_type": [ "Attraction-Inform" ], "act_slots": [ { "slot_name": [ "name" ], "slot_value": [ "all saints church" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform" ], "act_slot_name": [ "name" ], "act_slot_value": [ "all saints church" ], "span_start": [ 10 ], "span_end": [ 27 ] } }, { "dialog_act": { "act_type": [ "Attraction-Request" ], "act_slots": [ { "slot_name": [ "address" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Attraction-Inform", "general-reqmore" ], "act_slots": [ { "slot_name": [ "address", "name", "postcode" ], "slot_value": [ "Jesus Lane", "All Saints Church", "cb58bs" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform", "Attraction-Inform", "Attraction-Inform" ], "act_slot_name": [ "name", "address", "postcode" ], "act_slot_value": [ "All Saints Church", "Jesus Lane", "cb58bs" ], "span_start": [ 0, 18, 42 ], "span_end": [ 17, 28, 48 ] } }, { "dialog_act": { "act_type": [ "Attraction-Request" ], "act_slots": [ { "slot_name": [ "name" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-bye" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

[ "attraction", "train" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I am trying to find a museum to go to while I am in Cambridge on holiday.", "There are several museums in Cambridge. Is there a certain area you are hoping to visit?", "I have no particular area in mind. Which do you recommend and can I get the entrance fee and phone number please?", "There are 23 museums in the area of cambridge what area do you want?", "I'm departing cambridge . Can you find a train that leaves after 08:15?", "Where will you be going and on what day?", "I am trying to get to peterborough on Thursday please.", "TR4863 leave at 08:34, would that work for you?", "Yes thank you, I would like to book for one ticket. I would also like the reference number please.", "I was able to book that ticket for you. Your reference number is EMF3A2D0 . Is there anything else I can assist you with today?", "Yes can you get me the phone number and entrance fee of a museum? It can be located anywhere in Cambridge.", "I have the byard art museum in the south. The phone number is 01223464646 and it is free to enter. Can I help you with anything else today?", "I believe that is all, thank you", "Have a great day!" ], "frames": [ { "service": [ "attraction", "taxi", "train", "bus", "police", "hotel", "restaurant", "hospital" ], "state": [ { "active_intent": "find_attraction", "requested_slots": [], "slots_values": { "slots_values_name": [ "attraction-type" ], "slots_values_list": [ [ "museum" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "find_train", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": 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[ "attraction", "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I'm looking for an attraction in the category of swimming pool.", "I've got four pools for you. What area are you in?", "I'm pretty open. Can you list the areas? I'll choose one of the four.", "Yes, west, east, south and north.", "Please tell me about the locations of some pools in the south.", "I am sorry but there are none in the south. I have one east, two north and one centre.", "One in the east is fine. I need the address please?", "The abbey pool and astroturf pitch is located at pool way, whitehill road, off newmarket road. Do you need anything else?", "Yes, I'm also looking for a guesthouse in a moderate price range.", "What area would you like to stay in?", "The area doesn't matter, but it should have 4 stars please.", "The acorn guest house is awesome. I would suggest that place.", "Could you book rooms for 7 people for 4 nights starting from Saturday?", "I have you booked for 4 days. What else can I do for you?", "I will need the reference number.", "the reference number is 9g1eycif .", "That is all I need. Thank you for your help!", "No problem. 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"Hotel-Request" ], "act_slots": [ { "slot_name": [ "area" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Hotel-Inform" ], "act_slots": [ { "slot_name": [ "area", "stars" ], "slot_value": [ "dontcare", "4" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform", "Hotel-Inform" ], "act_slot_name": [ "area", "stars" ], "act_slot_value": [ "dontcare", "4" ], "span_start": [ 9, 44 ], "span_end": [ 23, 45 ] } }, { "dialog_act": { "act_type": [ "Hotel-Inform", "Hotel-Recommend" ], "act_slots": [ { "slot_name": [ "name" ], "slot_value": [ "The acron guest house" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Hotel-Inform" ], "act_slots": [ { "slot_name": [ "bookday", "bookpeople", "bookstay", "stars" ], "slot_value": [ "saturday", "7", "4", "4" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform", "Hotel-Inform", "Hotel-Inform" ], "act_slot_name": [ "bookpeople", "bookstay", "bookday" ], "act_slot_value": [ "7", "4", "saturday" ], "span_start": [ 25, 38, 61 ], "span_end": [ 26, 39, 69 ] } }, { "dialog_act": { "act_type": [ "Booking-Book", "general-reqmore" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Hotel-Request" ], "act_slots": [ { "slot_name": [ "ref" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Hotel-Inform" ], "act_slots": [ { "slot_name": [ "ref" ], "slot_value": [ "9g1eycif" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform" ], "act_slot_name": [ "ref" ], "act_slot_value": [ "9g1eycif" ], "span_start": [ 24 ], "span_end": [ 32 ] } }, { "dialog_act": { "act_type": [ "general-thank" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-bye", "general-welcome" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

[ "attraction" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "Can you help me find a concert hall?", "There is one concert hall in town, The Man on the Moon, located at 2 norfolk street in the centre of town. Do you need more information?", "I need a concerthall on the west area of town.", "I am sorry I have only one listing for the city center. Would you consider other attractions?", "Yes, I would consider a museum.", "great, there are 7 museums in the west.", "Can you make a recommendation and please provide the entrance fee, phone number, and postcode.", "Cafe Jello Gallery Phone is o12233289438 and is on 13 Madalene treet" ], "frames": [ { "service": [ "attraction", "taxi", "train", "bus", "police", "hotel", "restaurant", "hospital" ], "state": [ { "active_intent": "find_attraction", "requested_slots": [], "slots_values": { "slots_values_name": [ "attraction-type" ], "slots_values_list": [ [ "concerthall" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] }, { "service": [ "attraction", "taxi", "train", "bus", "police", "hotel", "restaurant", "hospital" ], "state": [ { "active_intent": "find_attraction", "requested_slots": [], "slots_values": { "slots_values_name": [ "attraction-area", "attraction-type" ], "slots_values_list": [ [ "west" ], [ "concerthall" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] }, { "service": [ "attraction", "taxi", "train", "bus", "police", "hotel", "restaurant", "hospital" ], "state": [ { "active_intent": "find_attraction", "requested_slots": [], "slots_values": { "slots_values_name": [ "attraction-area", "attraction-type" ], "slots_values_list": [ [ "west" ], [ "museum" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], 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"active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] } ], "dialogue_acts": [ { "dialog_act": { "act_type": [ "Attraction-Inform" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Attraction-Inform", "general-reqmore" ], "act_slots": [ { "slot_name": [ "address", "area", "choice", "name", "type" ], "slot_value": [ "2 norfolk street", "centre of town", "one", "The Man on the Moon", "concert hall" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform", "Attraction-Inform", "Attraction-Inform", "Attraction-Inform", "Attraction-Inform" ], "act_slot_name": [ "choice", "type", "name", "address", "area" ], "act_slot_value": [ "one", "concert hall", "The Man on the Moon", "2 norfolk street", "centre of town" ], "span_start": [ 9, 13, 35, 67, 91 ], "span_end": [ 12, 25, 54, 83, 105 ] } }, { "dialog_act": { "act_type": [ "Attraction-Inform" ], "act_slots": [ { "slot_name": [ "area" ], "slot_value": [ "west" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform" ], "act_slot_name": [ "area" ], "act_slot_value": [ "west" ], "span_start": [ 28 ], "span_end": [ 32 ] } }, { "dialog_act": { "act_type": [ "Attraction-Inform", "Attraction-Request" ], "act_slots": [ { "slot_name": [ "area", "choice" ], "slot_value": [ "city center", "only one" ] }, { "slot_name": [ "type" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform", "Attraction-Inform" ], "act_slot_name": [ "choice", "area" ], "act_slot_value": [ "only one", "city center" ], "span_start": [ 18, 43 ], "span_end": [ 26, 54 ] } }, { "dialog_act": { "act_type": [ "Attraction-Inform" ], "act_slots": [ { "slot_name": [ "type" ], "slot_value": [ "museum" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform" ], "act_slot_name": [ "type" ], "act_slot_value": [ "museum" ], "span_start": [ 24 ], "span_end": [ 30 ] } }, { "dialog_act": { "act_type": [ "Attraction-Inform" ], "act_slots": [ { "slot_name": [ "area", "choice", "type" ], "slot_value": [ "west", "7", "museum" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform", "Attraction-Inform", "Attraction-Inform" ], "act_slot_name": [ "choice", "type", "area" ], "act_slot_value": [ "7", "museum", "west" ], "span_start": [ 17, 19, 34 ], "span_end": [ 18, 25, 38 ] } }, { "dialog_act": { "act_type": [ "Attraction-Request" ], "act_slots": [ { "slot_name": [ "entrancefee", "phone", "postcode" ], "slot_value": [ "?", "?", "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Attraction-Inform" ], "act_slots": [ { "slot_name": [ "address", "name", "phone" ], "slot_value": [ "13 Madalene treet", "Cafe Jello Gallery", "o12233289438" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform", "Attraction-Inform", "Attraction-Inform" ], "act_slot_name": [ "name", "phone", "address" ], "act_slot_value": [ "Cafe Jello Gallery", "o12233289438", "13 Madalene treet" ], "span_start": [ 0, 28, 51 ], "span_end": [ 18, 40, 68 ] } } ] }

[ "restaurant", "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I'm looking for lodgings on the east side, in the expensive price range.", "The Express by Holiday Inn is located at 15-17 Norman Way int he Coldhams Business Park which is located in the east.", "it doesn't need a free parking. Can you book a room for me?", "Yes, how many people and what day would you like to book?", "I do not need to book.", "Is there anything else I may help you with today?", "I just need to know the how many stars it has, the phone number there, and if they have WiFi.", "Sure, it has two stars, includes wifi, and the phone number is 01223866800. Can I help you with any thing else today?", "I am also trying to find a Venetian restaurant. Are there any in town?", "Yes, we have thanh binh on the West side. Would you like a reservation?", "Please book it for me.", "Yes I will book it for you and get a reference number ?", "Can you make a reservation for Monday at 19:30 for 8 people?", "Absolutely. Anything else I can assist you with?", "Um I think you're getting ahead of yourself? I'm still waiting on that reference number for the booking you said you'd complete....", "Unfortunately I can't get that booking for you. Is there anything else I can do for you?", "Oh...alright...well I guess not then. You weren't very helpful but whatever bye", "I am sorry for the delay. Also, there are no Venetian restaurants. Did you want a Vietnamese restaurant instead?" ], "frames": [ { "service": [ "hotel", "taxi", "train", "bus", "police", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_hotel", "requested_slots": [], "slots_values": { "slots_values_name": [ "hotel-area", "hotel-pricerange" ], "slots_values_list": [ [ "east" ], [ "expensive" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "find_restaurant", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": 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[ "hotel" ]

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Should I book it for you?", "No, I just need to know if they have free parking.", "They do not have parking.", "Ok, I would prefer something else with parking.", "Allenbell looks like it would be a good choice.", "Thanks, does it have free wifi as well?", "Yes, they provide both internet and parking at their establishment.", "Thanks, that's all I need. 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[]

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Do you need any further assistance?" ], "frames": [ { "service": [ "taxi", "train", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "find_police", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], 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[ "attraction", "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I am looking for Warkworth House hotel. Any information on it?", "It's a guesthouse in the moderate price range with a 4 star rating, internet, and free parking.", "Ok, and what area of town is that in?", "It is in the east part of town.", "Thank you. Are there any attractions I could visit in the town centre?", "There are 25 possible attractions in the requested area. Are you looking for any specific types of attractions?", "No not really. Can you recommend me an attraction that's in the centre area? Can I also get the address, entrance fee, and phone number for it? Thanks!", "There are forty four attractions in that area, could you tell me what type you would like to book?", "Whatever is the most popular attraction", "You should check out All Saints Church. It has great architecture and free entrance. It's located on Jesus Lane cb58bs. The phone is 01223452587. Would that work for you?", "Great, thank you for the info. Have a nice day!", "Did you need any further assistance today, or are you all set?", "I'm all set. Thanks for your assistance.", "We are happy to help. Thanks for using our service." ], "frames": [ { "service": [ "hotel", "taxi", "train", "bus", "police", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_hotel", "requested_slots": [], "slots_values": { "slots_values_name": [ "hotel-name" ], "slots_values_list": [ [ "warkworth house" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { 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[ "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "Hi, I need a place to stay with free wifi and in a moderate price range.", "I have 17 hotels in the moderate range that offer internet access. Do you have a particular part of town you wish to stay in?", "I prefer the eastern part of town and something that is 4-star rated.", "I have 3 hotels listed that have of your requirements. Do you have any parking needs?", "Yes I am looking for free parking.", "carolina bed and breakfast has free parking and is moderately priced. Can I book a reservation for you?", "No thanks, I am not quite ready to make a reservation yet. Thanks for the information.", "Alright, can I get anything else?", "No, that's all I need. I'm going to give the hotel a call. Thank you for your help!", "Excellent. 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{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17", "18", "19", "20", "21" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I am looking for a train arriving by 9:45 on Tuesday.", "May I get your departure and destination information please?", "I am going from Cambridge to Leicester.", "TR2863 departs from Cambridge at 07:21 and arrive in Leicester by 09:06. Would you like to book this train?", "Maybe... how much does it cost?", "It costs 37.80 pounds per ticket.", "I'm sorry, we have that mixed up. I need to depart from leicester and go to cambridge. Do you have a train that arrives by 09:45 in cambridge?", "TR6954 departs from Leicester at 07:09 and arrives in Cambridge at 08:54. Would you like to book this train?", "Can you verify the cost for train TR6954 for me?", "The cost for this particular train is 37.80 pounds per ticket. Would you like assistance booking tickets for this train?", "Yes I would like help with booking the train and I will also need to book a hotel.", "Your booking reference is NT43PSC0 . Now, if you let me know what type of hotel you are interested in, I can help you with that as well.", "Can you help me find a 5-star room somewhere that offers free parking and wifi?", "There don't seem to be any 5-star lodgings in the city. Would you like to try searching for 4 stars instead?", "Yes, 4 stars would be fine.", "The acorn guest house is a 4 star hotel located in the north side. Would you like to make reservations?", "Yes please. There are 5 of us total and we need 4 nights in a row. Thank you.", "What day would like to start your stay?", "I'd like to start my stay on Tuesday, please.", "Ok great! I was able to get you booked, your reference number is N4TJE8VR . Is there anything else that I can help you with?", "Nope, that'll take care of everything, thanks!", "You're welcome. 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"slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Booking-Book" ], "act_slot_name": [ "ref" ], "act_slot_value": [ "N4TJE8VR" ], "span_start": [ 65 ], "span_end": [ 73 ] } }, { "dialog_act": { "act_type": [ "general-thank" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-bye", "general-welcome" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

[ "restaurant", "train" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17", "18", "19", "20", "21" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "Hi. Can you help me find a train?", "what day would you like to leave?", "I want to leave on Sunday, please.", "Where will you be departing from?", "I'll be departing from cambridge and want to arrive by 19:30 on sunday. Could I also get the train ID as well?", "There are 146 departures from Cambridge on Sunday that match your arrive by time. Where is your destination?", "kings lynn and I also looking for a restaurant in the south and expensive price range", "Sure, I can help you with that. First, let's find the train. How early would you like to leave?", "arriving by 19:30 on sunday. I need the train's ID please. Leaving cambridge going to kings lynn", "TR3212 leaves Cambridge at 05:11 and arrives in Kings Lynn at 05:58. Will this one work for you?", "I'd like something a little later in the day, please.", "TR2045 leaves at 18:11 and arrives at 18:38. Would that be acceptable?", "that sound just fine", "Would you like me to book tickets for you?", "please do. i would also like help finding an expensive restaurant.", "How many seats do you need on that train?", "I do not need train reservations. I need help finding a restaurant.", "There are several fine restaurants. What area and what type of food would you enjoy?", "South area, and food type doesn't matter. I need it for 3 people at 15:45 on the same day, if that time doesn't work 14:45 and i'd like a reference number.", "You are booked at frankie and bennys for 3 at 1545. your booking number is T01E84XG", "Thank you for your help. That is all I need.", "Okay. 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[ "restaurant", "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17", "18", "19" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I am looking for a hotel in Cambridge.", "There are over 30 places of lodging in the city. Would you prefer a certain part of town, or a particular type of lodging such as a guest house or hotel?", "Just a 4 star guesthouse that has free parking please.", "What area would you like the guesthouse to be in?", "Do not care what area,it will be for 2 people and for 4 nights starting Wednesday.", "Would you like me to book you at the acorn guest house? It has free parking and it's a 4-star hotel.", "Can we book it for 2 people for 4 nights?", "I am sorry I couldn't get that booked for you perhaps another day or a shorter day possibly?", "Could you try it for one night only?", "Yes booking is available for one night,would you like me to place it?", "Yes please, and I'll need the reference number.", "Ok I have made that reservation for you the reference number is OXWO0RWD .", "I am also looking for an expensive mediterranean restaurant in the west.", "I'm sorry there are no matches for what you are looking for. Would you like something else?", "Yes, how about a restaurant that serves Indian food?", "There are 5 Expensive Indian restaurants in the west. I recommend Cocum. Would you like me to make a reservation?", "Cocum sound fine, but I just need the postcode, please. No reservation.", "Of course. The postcode for the Cocum is cb30ah. Is there anything else I can help you with?", "Thank you! That's all I need. 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"Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "pricerange", "food", "area" ], "act_slot_value": [ "expensive", "mediterranean", "west" ], "span_start": [ 25, 35, 67 ], "span_end": [ 34, 48, 71 ] } }, { "dialog_act": { "act_type": [ "Restaurant-NoOffer", "general-reqmore" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "food" ], "slot_value": [ "indian" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform" ], "act_slot_name": [ "food" ], "act_slot_value": [ "indian" ], "span_start": [ 40 ], "span_end": [ 46 ] } }, { "dialog_act": { "act_type": [ "Booking-Inform", "Restaurant-Inform", "Restaurant-Recommend" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "area", "choice", "food", "pricerange" ], "slot_value": [ "west", "5", "Indian", "Expensive" ] }, { "slot_name": [ "name" ], "slot_value": [ "Cocum" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Recommend" ], "act_slot_name": [ "choice", "pricerange", "food", "area", "name" ], "act_slot_value": [ "5", "Expensive", "Indian", "west", "Cocum" ], "span_start": [ 10, 12, 22, 48, 66 ], "span_end": [ 11, 21, 28, 52, 71 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform", "Restaurant-Request" ], "act_slots": [ { "slot_name": [ "name" ], "slot_value": [ "cocum" ] }, { "slot_name": [ "postcode" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform" ], "act_slot_name": [ "name" ], "act_slot_value": [ "cocum" ], "span_start": [ 0 ], "span_end": [ 5 ] } }, { "dialog_act": { "act_type": [ "Hotel-Inform", "general-reqmore" ], "act_slots": [ { "slot_name": [ "name", "postcode" ], "slot_value": [ "Cocum", "cb30ah" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform", "Hotel-Inform" ], "act_slot_name": [ "name", "postcode" ], "act_slot_value": [ "Cocum", "cb30ah" ], "span_start": [ 32, 41 ], "span_end": [ 37, 47 ] } }, { "dialog_act": { "act_type": [ "general-bye" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-bye" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

[ "attraction", "train" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "Can you help me find a train going to cambridge leaving on tuesday?", "Where are you departing from and what is your departure time?", "I'll be departing Bishops Stortford. My departure time is flexible, but I need to arrive by 16:30.", "The Bishops Stortford to Cambridge at 15:29 is scheduled to arrive at 16:07. The one before that is two hours earlier.", "Could you give me the price and train ID for that one please?", "TR1392. 10.10 pounds. Is there anything else?", "I'm looking for places to go in town centre. I'm interested in entertainment. Can you suggest a place to go?", "There are many attractions do you want a church,or park or water slide ?", "I was looking for entertainment, but if there is nothing how about a college?", "I think i can get for you anything else" ], "frames": [ { "service": [ "train", "taxi", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_train", "requested_slots": [], "slots_values": { "slots_values_name": [ "train-day", "train-destination" ], "slots_values_list": [ [ "tuesday" ], [ "cambridge" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] }, { "service": [ "train", "taxi", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_train", "requested_slots": [ "train-leaveat" ], "slots_values": { "slots_values_name": [ "train-arriveby", "train-day", "train-departure", "train-destination" ], "slots_values_list": [ [ "16:30" ], [ "tuesday" ], [ "bishops stortford" ], [ "cambridge" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [ "train-arriveby" ], "value": [ "16:30" ], "start": [ 92 ], "exclusive_end": [ 97 ], "copy_from": [ "" ], "copy_from_value": [ [] ] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] }, { "service": [ "train", "taxi", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_train", "requested_slots": [ "train-price", "train-trainid" ], "slots_values": { "slots_values_name": [ "train-arriveby", "train-day", "train-departure", "train-destination" ], "slots_values_list": [ [ "16:30" ], [ "tuesday" ], [ "bishops stortford" ], [ "cambridge" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] }, { "service": [ "train", "attraction", "bus", "police", "hotel", "restaurant", "taxi", "hospital" ], "state": [ { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [ "train-arriveby", "train-day", "train-departure", "train-destination" ], "slots_values_list": [ [ "16:30" ], [ "tuesday" ], [ "bishops stortford" ], [ "cambridge" ] ] } }, { "active_intent": "find_attraction", "requested_slots": [], "slots_values": { "slots_values_name": [ "attraction-type" ], "slots_values_list": [ [ "entertainment" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] }, { "service": [ "attraction", "train", "bus", "police", "hotel", "restaurant", "taxi", "hospital" ], "state": [ { "active_intent": "find_attraction", "requested_slots": [], "slots_values": { "slots_values_name": [ "attraction-type" ], "slots_values_list": [ [ "entertainment" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [ "train-arriveby", "train-day", "train-departure", "train-destination" ], "slots_values_list": [ [ "16:30" ], [ "tuesday" ], [ "bishops stortford" ], [ "cambridge" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] } ], "dialogue_acts": [ { "dialog_act": { "act_type": [ "Train-Inform" ], "act_slots": [ { "slot_name": [ "day", "destination" ], "slot_value": [ "tuesday", "cambridge" ] } ] }, "span_info": { "act_type": [ "Train-Inform", "Train-Inform" ], "act_slot_name": [ "destination", "day" ], "act_slot_value": [ "cambridge", "tuesday" ], "span_start": [ 38, 59 ], "span_end": [ 47, 66 ] } }, { "dialog_act": { "act_type": [ "Train-Request" ], "act_slots": [ { "slot_name": [ "departure", "leaveat" ], "slot_value": [ "?", "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Train-Inform", "Train-Request" ], "act_slots": [ { "slot_name": [ "arriveby", "departure" ], "slot_value": [ "16:30", "bishops stortford" ] }, { "slot_name": [ "leaveat" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [ "Train-Inform", "Train-Inform" ], "act_slot_name": [ "departure", "arriveby" ], "act_slot_value": [ "bishops stortford", "16:30" ], "span_start": [ 18, 92 ], "span_end": [ 35, 97 ] } }, { "dialog_act": { "act_type": [ "Train-Inform" ], "act_slots": [ { "slot_name": [ "arriveby", "arriveby", "choice", "departure", "destination", "leaveat" ], "slot_value": [ "16:07", "two hours earlier", "one before that", "Bishops Stortford", "Cambridge", "15:29" ] } ] }, "span_info": { "act_type": [ "Train-Inform", "Train-Inform", "Train-Inform", "Train-Inform", "Train-Inform", "Train-Inform" ], "act_slot_name": [ "departure", "destination", "leaveat", "arriveby", "choice", "arriveby" ], "act_slot_value": [ "Bishops Stortford", "Cambridge", "15:29", "16:07", "one before that", "two hours earlier" ], "span_start": [ 4, 25, 38, 70, 81, 100 ], "span_end": [ 21, 34, 43, 75, 96, 117 ] } }, { "dialog_act": { "act_type": [ "Train-Request" ], "act_slots": [ { "slot_name": [ "price", "trainid" ], "slot_value": [ "?", "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Train-Inform", "general-reqmore" ], "act_slots": [ { "slot_name": [ "price", "trainid" ], "slot_value": [ "10.10 pounds", "TR1392" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Train-Inform", "Train-Inform" ], "act_slot_name": [ "trainid", "price" ], "act_slot_value": [ "TR1392", "10.10 pounds" ], "span_start": [ 0, 8 ], "span_end": [ 6, 20 ] } }, { "dialog_act": { "act_type": [ "Attraction-Inform" ], "act_slots": [ { "slot_name": [ "type" ], "slot_value": [ "entertainment" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform" ], "act_slot_name": [ "type" ], "act_slot_value": [ "entertainment" ], "span_start": [ 63 ], "span_end": [ 76 ] } }, { "dialog_act": { "act_type": [ "Attraction-Inform", "Attraction-Select" ], "act_slots": [ { "slot_name": [ "choice" ], "slot_value": [ "many" ] }, { "slot_name": [ "type", "type", "type" ], "slot_value": [ "church", "park", "water slide" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform", "Attraction-Select", "Attraction-Select", "Attraction-Select" ], "act_slot_name": [ "choice", "type", "type", "type" ], "act_slot_value": [ "many", "church", "park", "water slide" ], "span_start": [ 10, 41, 51, 59 ], "span_end": [ 14, 47, 55, 70 ] } }, { "dialog_act": { "act_type": [ "Attraction-Inform" ], "act_slots": [ { "slot_name": [ "type" ], "slot_value": [ "college" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform" ], "act_slot_name": [ "type" ], "act_slot_value": [ "college" ], "span_start": [ 69 ], "span_end": [ 76 ] } }, { "dialog_act": { "act_type": [ "general-reqmore" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

[ "restaurant", "train" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I need a train for this Friday that leaves anytime after 2:15 that afternoon.", "There are a total of 204 trains leaving after 2:15 in the afternoon on Friday. Where would you like to go?", "I would like to go to Stevenage please and depart from Cambridge.", "There are 5 such trains. Do you want to set an arrival time?", "I don't care about when it arrives.", "Train TR0217 leaves at 5:21 in the afternoon, would you like me to book it?", "Not right now, but I was wondering if you could tell me about expensive restaurants in the center of town.", "There are 33 options. What food type do you prefer?", "I don't care about the food type.", "How does bedouin sound, they serve african food.", "That sounds great. What is their price range?", "The bedouin is expensive.", "Let's go ahead and book that for 8 people at 10:30 on Friday, and I will need that reference number, please.", "I have booked your table at the bedouin. Your reference number is 52CPSY3C and we hope you have a great day!" ], "frames": [ { "service": [ "train", "taxi", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_train", "requested_slots": [], "slots_values": { "slots_values_name": [ "train-day", "train-leaveat" ], "slots_values_list": [ [ "friday" ], [ "14:15", "2:15 that afternoon" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "find_restaurant", "requested_slots": [], "slots_values": { "slots_values_name": [], 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[ "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5" ], "speaker": [ 0, 1, 0, 1, 0, 1 ], "utterance": [ "Can you give me some information on the Avalon Hotel?", "I'd be happy to. The Avalon is a guesthouse located on the north side. It's moderately priced, has 4-stars and offers free wifi. Would you like to book a room?", "Not at the moment, can I have their phone number?", "Certainly, the phone number is 01223353071. Is there anything else I can help you with?", "No, that covers it. Thanks!", "Great! Have a wonderful day! Goodbye!" ], "frames": [ { "service": [ "hotel", "taxi", "train", "bus", "police", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_hotel", "requested_slots": [], "slots_values": { "slots_values_name": [ "hotel-name" ], "slots_values_list": [ [ "avalon" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [ "hotel-name" ], "value": [ "Avalon" ], "start": [ 40 ], "exclusive_end": [ 46 ], "copy_from": [ "" ], "copy_from_value": [ [] ] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] }, { "service": [ "hotel", "taxi", "train", "bus", "police", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_hotel", "requested_slots": [ "hotel-phone" ], "slots_values": { "slots_values_name": [ "hotel-name" ], "slots_values_list": [ [ "avalon" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", 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"exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] }, { "service": [ "hotel", "taxi", "train", "bus", "police", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [ "hotel-name" ], "slots_values_list": [ [ "avalon" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] } ], "dialogue_acts": [ { "dialog_act": { "act_type": [ "Hotel-Inform" ], "act_slots": [ { "slot_name": [ "name" ], "slot_value": [ "avalon" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform" ], "act_slot_name": [ "name" ], "act_slot_value": [ "avalon" ], "span_start": [ 40 ], "span_end": [ 46 ] } }, { "dialog_act": { "act_type": [ "Booking-Inform", "Hotel-Inform" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "area", "internet", "name", "pricerange", "stars", "type" ], "slot_value": [ "the north side", "yes", "The Avalon", "moderately priced", "4", "guesthouse" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform", "Hotel-Inform", "Hotel-Inform", "Hotel-Inform", "Hotel-Inform" ], "act_slot_name": [ "name", "type", "area", "pricerange", "stars" ], "act_slot_value": [ "The Avalon", "guesthouse", "the north side", "moderately priced", "4" ], "span_start": [ 17, 33, 55, 76, 99 ], "span_end": [ 27, 43, 69, 93, 100 ] } }, { "dialog_act": { "act_type": [ "Hotel-Request" ], "act_slots": [ { "slot_name": [ "phone" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Hotel-Inform", "general-reqmore" ], "act_slots": [ { "slot_name": [ "phone" ], "slot_value": [ "01223353071" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform" ], "act_slot_name": [ "phone" ], "act_slot_value": [ "01223353071" ], "span_start": [ 31 ], "span_end": [ 42 ] } }, { "dialog_act": { "act_type": [ "general-thank" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-bye", "general-greet" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

[ "restaurant" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "Looking for a restaurant on the South part of town?", "What type of food would you like?", "I do not have a preference.", "Do you have any preference on the cost?", "I would like something in the cheap price range, please.", "There is a very popular Chinese restaurant in the south part of town called The Lucky Star, it is in the cheap price range.", "Can I have the address and phone number please?", "Their number is 01223 244277 and they are located at Cambridge Leisure Park Clifton Way Cherry Hinton. Can I be of any further assistance?", "Thank you goodbye.", "Thank you for using the Cambridge restaurant system. Goodbye." ], "frames": [ { "service": [ "restaurant", "taxi", "train", "bus", "police", "hotel", "attraction", "hospital" ], "state": [ { "active_intent": "find_restaurant", "requested_slots": [], "slots_values": { "slots_values_name": [ "restaurant-area" ], "slots_values_list": [ [ "south" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] }, { "service": [ "restaurant", "taxi", "train", "bus", "police", "hotel", "attraction", "hospital" ], "state": [ { "active_intent": "find_restaurant", "requested_slots": [], "slots_values": { "slots_values_name": [ "restaurant-area", "restaurant-food" ], "slots_values_list": [ [ "south" ], [ "dontcare" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", 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"exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] }, { "service": [ "restaurant", "taxi", "train", "bus", "police", "hotel", "attraction", "hospital" ], "state": [ { "active_intent": "find_restaurant", "requested_slots": [], "slots_values": { "slots_values_name": [ "restaurant-area", "restaurant-food", "restaurant-pricerange" ], "slots_values_list": [ [ "south" ], [ "dontcare" ], [ "cheap" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], 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[ "cheap" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform" ], "act_slot_name": [ "pricerange" ], "act_slot_value": [ "cheap" ], "span_start": [ 30 ], "span_end": [ 35 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Recommend" ], "act_slots": [ { "slot_name": [ "area", "food", "name", "pricerange" ], "slot_value": [ "the south part of town", "Chinese", "The Lucky Star", "cheap" ] } ] }, "span_info": { "act_type": [ "Restaurant-Recommend", "Restaurant-Recommend", "Restaurant-Recommend", "Restaurant-Recommend" ], "act_slot_name": [ "food", "area", "name", "pricerange" ], "act_slot_value": [ "Chinese", "the south part of town", "The Lucky Star", "cheap" ], "span_start": [ 24, 46, 76, 105 ], "span_end": [ 31, 68, 90, 110 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Request" ], "act_slots": [ { "slot_name": [ "address", "phone" ], "slot_value": [ "?", "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, 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[ "restaurant" ]

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Would you like more information?", "Yes, what is the address of Restaurant Two Two?", "The address is 22 Chesterton Road.", "Thank you, good bye.", "Good bye." ], "frames": [ { "service": [ "restaurant", "taxi", "train", "bus", "police", "hotel", "attraction", "hospital" ], "state": [ { "active_intent": "find_restaurant", "requested_slots": [], "slots_values": { "slots_values_name": [ "restaurant-food" ], "slots_values_list": [ [ "french" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [ "restaurant-food" ], "value": [ "French" ], "start": [ 19 ], "exclusive_end": [ 25 ], "copy_from": [ "" ], "copy_from_value": [ [] ] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { 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"exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] }, { "service": [ "restaurant", "taxi", "train", "bus", "police", "hotel", "attraction", "hospital" ], "state": [ { "active_intent": "find_restaurant", "requested_slots": [ "restaurant-address" ], "slots_values": { "slots_values_name": [ "restaurant-area", "restaurant-food", "restaurant-name" ], "slots_values_list": [ [ "north" ], [ "french" ], [ "restaurant two two" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], 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[], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] } ], "dialogue_acts": [ { "dialog_act": { "act_type": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "food" ], "slot_value": [ "french" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform" ], "act_slot_name": [ "food" ], "act_slot_value": [ "french" ], "span_start": [ 19 ], "span_end": [ 25 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform", "Restaurant-Select" ], "act_slots": [ { 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