Datasets:

multi_woz_v22

like 20

[ "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 need a place to dine in the center thats expensive", "I have several options for you; do you prefer African, Asian, or British food?", "Any sort of food would be fine, as long as it is a bit expensive. Could I get the phone number for your recommendation?", "There is an Afrian place named Bedouin in the centre. How does that sound?", "Sounds good, could I get that phone number? Also, could you recommend me an expensive hotel?", "Bedouin's phone is 01223367660. As far as hotels go, I recommend the University Arms Hotel in the center of town.", "Yes. Can you book it for me?", "Sure, when would you like that reservation?", "i want to book it for 2 people and 2 nights starting from saturday.", "Your booking was successful. Your reference number is FRGZWQL2 . May I help you further?", "That is all I need to know. Thanks, good bye.", "Thank you so much for Cambridge TownInfo centre. 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" ], [ "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_hotel", "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" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "Guten Tag, I am staying overnight in Cambridge and need a place to sleep. I need free parking and internet.", "I have 4 different options for you. I have two cheaper guesthouses and two expensive hotels. Do you have a preference?", "No, but I'd really like to be on the south end of the city. Do any of those fit the bill?", "Sure. Does price matter? We can narrow it down and find exactly what you need.", "No I don't care about the price. Which one do you recommend?", "I would recommend aylesbray lodge guest house. Would you like me to book that for you?", "Yes, book it for 4 people and 4 nights starting from tuesday.", "The booking was unsuccessful. would you like another day or a shorter stay?", "How about for 3 nights?", "Booked! Reference number is: 84ESP6F5", "Great. I am all set then. Have a nice day. Bye.", "Have a nice stay. 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[ "restaurant", "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 there! Can you give me some info on Cityroomz?", "Cityroomz is located at Sleeperz Hotel, Station Road in the Centre area. It is a moderatley priced hotel with a 0 star rating. Would you like to book a room?", "Yes please. I need it for 7 people for 3 nights starting on tuesday.", "How many days would you like to book it for?", "I would like to book it for 3 nights beginning on Tuesday.", "Ok, Your rooms have been booked. Your reference number is CYJDAR7R . Is there anything else I can help you with today?", "Yeah, I need a restaurant in the west and with expensive pricing.", "There are 9 expensive restaurants in the west area. Do you prefer a certain type of food?", "No, I don't have a preference, but I need the phone number and postcode.", "I recommend Graffiti, the number is 01223277977 and the postcode is cb30lx. Would you like me to book a table for you?", "No, right now, I just need the infor. Thanks!", "Can I help you with anything else today?", "That is all. thanks", "Thank you for using our system." ], "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": [ [ "cityroomz" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "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", "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 named alyesbray lodge guest house.", "i have their info, what would you like to know?", "I would like to book a reservation for it. Can you help me with that?", "I sure can. First, I will need to know when you want your stay to begin and how many days you'll be staying. Also, how many people will be staying?", "We will be arriving on Sunday and will stay for 5 nights.", "Can you tell me how many guests will be staying in the room?", "There will be 8 guests.", "Booking was successful. Your reference number is 4UFN3SWC . Will that be all for today?", "that is it thank you.", "You have a nice day then!", "Can you actually look up a restaurant for me as well?", "sure thing what's the area and or name?", "It's a place called Don Pasquale Pizzeria.", "A very nice place in the centre. Need a reservation?", "Yes, I do. I'll need it booked for the same day, same people, and we'd like to eat at 19:00.", "Booking was successful. The table will be reserved for 15 minutes. Reference number is : GVM0PAM2 .", "Great. One more thing. Can you book a taxi between the two places? I'd like to arrive at the restaurant in time for my reservation.", "Contact number 07404031593. You are in a Red Skoda.", "Thank you so much that was all I needed.", "Alright, hope you enjoy the rest of your day." ], "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": [ [ "alyesbray lodge guest house", "aylesbray lodge guest 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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[ "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 a train on tuesday out of kings lynn", "What time of day would you like to leave?", "I want to leave on Tuesday.", "Do you have a time you'd like to leave?", "I'd like to leave after 9:30.", "Is that 9:30 AM or PM?", "Looking for a train Tuesday leaving kings lynn after 9:30 to go to cambridge.", "I'm sorry, I'm not seeing any trains for that time. Would you like to try another time or a different route?", "No, I'd like a train leaving after 09:30 departing from Kings Lynn and going to Cambridge. Please take another look?", "There are no trains running at this time. Can I narrow your search in any way?", "Wow...no, I really needed that time. I guess not. Thanks anyway.", "I do have a train living at 10:11 of that would work for you.", "Yes, that works. Please book for two people. Thanks for checking again.", "It's my pleasure. You're booked with reference HXG3N56O . The total fee is 19.6 GBP payable at the station. May I help with anything else?", "Perfect. Thank you for your help. Have a great day. Bye.", "Thank you for using our service, goodbye.", "Have a nice day.", "Booking was successful, the total fee is 19.6 GBP payable at the station . 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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": [ "Please find me a train from cambridge to stansted airport", "Sure, I can do that but first I need a little more information. What day would you like to travel as well as departure and arrival times?", "Saturday leaving Cambridge anytime after 20:00 please", "TR3128 will leave at 20:40 and arrive by 21:08. Do you need more information or would you like to book tickets?", "Can you book me 6 tickets please?", "You're all set. Total for tickets is 48.48 GBP payable at the station. Reference number is JD6SA21J .", "I am also looking for The Riverside Brasserie.", "riverside brasserie is a modern european restaurant in the centre. Its address is Doubletree by Hilton Cambridge Granta Place Mill Lane and postcode is cb21rt. Want to book it?", "Yes, I would like to book it and get a reference number.", "Unfortunately, I cannot book it at this time.", "Can you try for Saturday at 13:00?", "How many people will be dining?", "6 people will be dining", "Your booking was successful. Your reference number is 3VX3AOKS .", "Thanks for everything you have been great!", "Thank you is there anything else today?", "No that is all I needed. Thank you ever so kindly.", "Wonderful. I'm glad I could help. Have a great day. 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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'm looking for an expensive restaurant in the centre if you could help me.", "I sure can. There are lots of choices. Are you looking for a particular type of food?", "No, not really. I think I'd like to try something different. Could you suggest something?", "There is a Korean restaurant called Little Seoul located at 108 Regent Street City Centre. Would you like their phone number?", "Yes, I would like both the phone number and the postcode please.", "The phone number for little seoul is 01223308681, postcode cb21dp. Can I help you with anything else today?", "Can I also have the address please?", "The address for Little Seoul is 108 Regent Street, City Centre. Is there anything else I can help you with?", "I also want to see the travel times for a train going from Kings Lynn from Cambridge on Saturday. It should leave after 09:15.", "Is there a time you would like to arrive by?", "I got that backwards. Need a train leaving Kings Lynn after 9:15 and arriving in Cambridge sometime on Saturday.", "TR2514 leaves at 10:11 and arrives at 10:58. Will this one work for you?", "Sure. Could you tell me the exact travel time?", "Sure. The travel time for TR2514 is 47 minutes. Anything else I can help you with today?", "that is it for today. good day thank you", "Have a wonderful day yourself. 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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 places to go and see during my upcoming trip to Cambridge.", "What area of town would you like?", "I would like to go to the south area please.", "On the south side, your options are the cinema, entertainment venues, museums, nightclubs, parks, and a theatre.", "That's a lot of choices, how about nightclubs? Can you get me a couple of phone numbers for good ones? I'm hoping to catch DJ Squalour from Ibiza!", "The only nightclub in the south is called the place on 22 sidney street. Phone number is 01223324600. Can I help you with anything else?", "Yes, I would like an expensive hotel with free parking.", "I have places that fit that description all over town, except in the north. If area is no concern, I recommend the Gonville in the center of town.", "Is it four star?", "No, it only 3 stars. The Huntington Marriott is 4 stars though. It is also expensive and has free parking and internet.", "Okay well now I need to get a taxi to leave the hotel by 17:45 to the attraction. I will need a contact number and car type.", "Booking completed! Booked car type : red lexus Contact number : 07421633218", "I want to confirm that the booked red Lexus is a taxi, as I previously requested?", "Yes, it is! Anything else needed?", "No that is it. 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[ "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": [ "Hi, I'd like to book a train to stansted airport from cambridge. Can you help?", "Absolutely. Where will you departing from?", "From Cambridge, which is why I asked the Cambridge TownInfo centre.", "What day would you like to leave?", "On Saturday. Is there a train that will arrive by 15:15?", "There is! TR7213 leaves at 05:40 and arrive at 06:08 it is 10.10 pounds. Can I book that for you?", "No need to book it. Thanks. But can you help me find a cheap restaurant in the south?", "Sure - The Lucky Star serves Chinese food and Nandos serves Portuguese food. Do either of those sound good?", "The Lucky Star sounds good. That's all I need.", "Would you like to book a table?", "Can you also tell me the postcode?", "Sure. The post code is cb17dy.", "Thanks for your help. Good bye.", "You're welcome. 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"Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "name", "food", "name", "food" ], "act_slot_value": [ "Lucky Star", "Chinese", "Nandos", "Portuguese" ], "span_start": [ 11, 29, 46, 60 ], "span_end": [ 21, 36, 52, 70 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "name" ], "slot_value": [ "lucky star" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform" ], "act_slot_name": [ "name" ], "act_slot_value": [ "lucky star" ], "span_start": [ 4 ], "span_end": [ 14 ] } }, { "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": [] } }, { "dialog_act": { "act_type": [ "Restaurant-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": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "postcode" ], "slot_value": [ "cb17dy" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform" ], "act_slot_name": [ "postcode" ], "act_slot_value": [ "cb17dy" ], "span_start": [ 23 ], "span_end": [ 29 ] } }, { "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-welcome" ], "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" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "Yeah, could you recommend a good gastropub?", "Backstreet Bistro. It's expensive though. There is a moderately priced one called The Cow Pizza Kitchen and Bar if preferred.", "I would like to book a table at the Backstreet Bistro for 5 people at 16:00 on Thursday.", "No problem. That is booked for you and your reference number is 2VE84YC5 . Is there anything else I can book for you?", "Yes, any suggestions of museums found in the east area of town?", "Yes, Gallery at Twelve a High Street is excellent, and has free admission. Would you like more information?", "Can I please have the phone number and address for that place?", "Certainly! The address for gallery at twelve a high street is fulbourn and the phone number is 01223295264. Can I help you with anything else?", "Great that's all the information I needed today, thank you!", "You are very welcome. Have a nice day. 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": [ [ "gastropub" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "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": [ "gastropub" ], "start": [ 33 ], "exclusive_end": [ 42 ], "copy_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": "book_restaurant", "requested_slots": [], "slots_values": { "slots_values_name": [ "restaurant-bookday", "restaurant-bookpeople", "restaurant-booktime", "restaurant-food", "restaurant-name" ], "slots_values_list": [ [ "thursday" ], [ "5" ], [ "16:00" ], [ "gastropub" ], [ "backstreet bistro" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "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-name", "restaurant-booktime" ], "value": [ "Backstreet Bistro", "16:00" ], "start": [ 36, 70 ], "exclusive_end": [ 53, 75 ], "copy_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", "attraction", "train", "bus", "police", "hotel", "taxi", "hospital" ], "state": [ { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [ "restaurant-bookday", "restaurant-bookpeople", "restaurant-booktime", "restaurant-food", "restaurant-name" ], "slots_values_list": [ [ "thursday" ], [ "5" ], [ "16:00" ], [ "gastropub" ], [ "backstreet bistro" ] ] } }, { "active_intent": "find_attraction", "requested_slots": [], "slots_values": { "slots_values_name": [ "attraction-area", "attraction-type" ], "slots_values_list": [ [ "east" ], [ "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": [] } } ], "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": [ "Gallery" ], "start": [ 5 ], "exclusive_end": [ 12 ], "copy_from": [ "" ], "copy_from_value": [ [] ] } ] }, { "service": [ "restaurant", "attraction", "train", "bus", "police", "hotel", "taxi", "hospital" ], "state": [ { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [ "restaurant-bookday", "restaurant-bookpeople", "restaurant-booktime", "restaurant-food", "restaurant-name" ], "slots_values_list": [ [ "thursday" ], [ "5" ], [ "16:00" ], [ "gastropub" ], [ "backstreet bistro" ] ] } }, { "active_intent": "find_attraction", "requested_slots": [ "attraction-address", "attraction-phone" ], "slots_values": { "slots_values_name": [ "attraction-area", "attraction-name", "attraction-type" ], "slots_values_list": [ [ "east" ], [ "gallery" ], [ "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": [] } } ], "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", "attraction", "train", "bus", "police", "hotel", "taxi", "hospital" ], "state": [ { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [ "restaurant-bookday", "restaurant-bookpeople", "restaurant-booktime", "restaurant-food", "restaurant-name" ], "slots_values_list": [ [ "thursday" ], [ "5" ], [ "16:00" ], [ "gastropub" ], [ "backstreet bistro" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [ "attraction-area", "attraction-name", "attraction-type" ], "slots_values_list": [ [ "east" ], [ "gallery" ], [ "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": [] } } ], "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": [ "food" ], "slot_value": [ "gastropub" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform" ], "act_slot_name": [ "food" ], "act_slot_value": [ "gastropub" ], "span_start": [ 33 ], "span_end": [ 42 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform", "Restaurant-Recommend" ], "act_slots": [ { "slot_name": [ "name", "pricerange" ], "slot_value": [ "The Cow Pizza Kitchen and Bar", "moderately priced" ] }, { "slot_name": [ "name", "pricerange" ], "slot_value": [ "Backstreet Bistro", "expensive" ] } ] }, "span_info": { "act_type": [ "Restaurant-Recommend", "Restaurant-Recommend", "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "name", "pricerange", "pricerange", "name" ], "act_slot_value": [ "Backstreet Bistro", "expensive", "moderately priced", "The Cow Pizza Kitchen and Bar" ], "span_start": [ 0, 24, 53, 82 ], "span_end": [ 17, 33, 70, 111 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "bookday", "bookpeople", "booktime", "name" ], "slot_value": [ "thursday", "5", "16:00", "backstreet bistro" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "name", "bookpeople", "booktime", "bookday" ], "act_slot_value": [ "backstreet bistro", "5", "16:00", "thursday" ], "span_start": [ 36, 58, 70, 79 ], "span_end": [ 53, 59, 75, 87 ] } }, { "dialog_act": { "act_type": [ "Booking-Book", "general-reqmore" ], "act_slots": [ { "slot_name": [ "ref" ], "slot_value": [ "2VE84YC5" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Booking-Book" ], "act_slot_name": [ "ref" ], "act_slot_value": [ "2VE84YC5" ], "span_start": [ 64 ], "span_end": [ 72 ] } }, { "dialog_act": { "act_type": [ "Attraction-Inform" ], "act_slots": [ { "slot_name": [ "area", "type" ], "slot_value": [ "east", "museum" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform", "Attraction-Inform" ], "act_slot_name": [ "type", "area" ], "act_slot_value": [ "museum", "east" ], "span_start": [ 24, 45 ], "span_end": [ 30, 49 ] } }, { "dialog_act": { "act_type": [ "Attraction-Recommend", "general-reqmore" ], "act_slots": [ { "slot_name": [ "entrancefee", "name" ], "slot_value": [ "free", "Gallery at Twelve a High Street" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Attraction-Recommend", "Attraction-Recommend" ], "act_slot_name": [ "name", "entrancefee" ], "act_slot_value": [ "Gallery at Twelve a High Street", "free" ], "span_start": [ 5, 59 ], "span_end": [ 36, 63 ] } }, { "dialog_act": { "act_type": [ "Attraction-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": [ "Attraction-Inform", "general-reqmore" ], "act_slots": [ { "slot_name": [ "address", "name", "phone" ], "slot_value": [ "fulbourn", "gallery at twelve a high street", "01223295264" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform", "Attraction-Inform", "Attraction-Inform" ], "act_slot_name": [ "name", "address", "phone" ], "act_slot_value": [ "gallery at twelve a high street", "fulbourn", "01223295264" ], "span_start": [ 27, 62, 95 ], "span_end": [ 58, 70, 106 ] } }, { "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" ]

{ "turn_id": [ "0", "1", "2", "3" ], "speaker": [ 0, 1, 0, 1 ], "utterance": [ "I want to find an expensive restaurant and serves european food. Can i also have the address, phone number and its area. ?", "Eraina is a European restaurant in the centre area. Their address is St. Michael's Church Trinity Street City Centre and phone number 01223 355166.", "thank you goodbye", "Thank you and good bye" ], "frames": [ { "service": [ "restaurant", "taxi", "train", "bus", "police", "hotel", "attraction", "hospital" ], "state": [ { "active_intent": "find_restaurant", "requested_slots": [ "restaurant-area", "restaurant-phone", "restaurant-address" ], "slots_values": { "slots_values_name": [ "restaurant-food", "restaurant-pricerange" ], "slots_values_list": [ [ "european" ], [ "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": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "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": [ "european" ], "start": [ 50 ], "exclusive_end": [ 58 ], "copy_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-food", "restaurant-pricerange" ], "slots_values_list": [ [ "european" ], [ "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": 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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": [ "food", "pricerange" ], "slot_value": [ "european", "expensive" ] }, { "slot_name": [ "address", "area", "phone" ], "slot_value": [ "?", "?", "?" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "pricerange", "food" ], "act_slot_value": [ "expensive", "european" ], "span_start": [ 18, 50 ], "span_end": [ 27, 58 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "address", "area", "food", "name", "phone" ], "slot_value": [ "St. Michael's Church Trinity Street City Centre", "centre", "European", "Eraina", "01223 355166" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "name", "food", "area", "address", "phone" ], "act_slot_value": [ "Eraina", "European", "centre", "St. Michael's Church Trinity Street City Centre", "01223 355166" ], "span_start": [ 0, 12, 39, 69, 134 ], "span_end": [ 6, 20, 45, 116, 146 ] } }, { "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 need a 19:15 taxi to take me to Avalon.", "I can definitely help! Where are you departing from?", "I will be departing from Primavera.", "You car has been booked. It is a black volvo. Can I assist you any further?", "Can i get the contact number please", "Yes, your contact number is 07698022958. Can I assist you any further?", "No, that will be all. Good bye.", "You're very welcome! 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", "taxi-leaveat" ], "slots_values_list": [ [ "avalon" ], [ "19:15" ] ] } }, { "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": [] } }, { "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": [] } ] }, { "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", "taxi-leaveat" ], "slots_values_list": [ [ "primavera" ], [ "avalon" ], [ "19:15" ] ] } }, { "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", "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": [ "Where's a good place to eat crossover food in Cambridge?", "There are no crossover locations in Cambridge.", "How about British restaurants in the Centre instead?", "I have 7 in the centre that serve british food. I have 4 in the moderate price range and 3 in the expensive. Did you have a preference?", "I would prefer the british food.", "I have cotto that serves moderate priced food. Would you like to book a table?", "Yes please make a booking for 8 people at 12:30 on friday.", "I have made your booking here is the information:Booking was successful. The table will be reserved for 15 minutes. Reference number is : VVSOH0TQ .", "What's a good college to visit near the restaurant?", "There are 13 colleges in the centre. Is there a particular one you are interested in?", "Any college will be fine what do you recommend? I need the phone number for whichever you pick.", "christi's college is in that area and has free entrance. There phone number is 01223334900. Is there anything else I can assist you with?", "That is all I needed.", "Thank you for choosing us and enjoy your stay." ], "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": [ [ "crossover" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_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_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", "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 want a restaurant in the north of Cambridge that is within a moderate price range.", "There are two restaurants fitting your description, one is Chinese cuisine and one is Indian cuisine. Do you have a preference?", "Please book a table for 4 at the Chinese place at 12:30 on Sunday and give me the reference number.", "Okay you're all set for Sunday at 12:30. Your reference number is F5BTP63A . Can I help you find anything else?", "I am also looking for a train that goes to broxbourne on monday.", "There are 19 trains to broxbourne on Monday leaving every hour starting at 05:01. Is there a specific time you'd like?", "I would like to arrive in broxbourne by 13:00.", "The one arriving closest to 13:00 is TR5971 leaving cambridge at 11:01 and arrives by 12:01 in broxbourne. Would you like to book a ticket?", "Can I just get the price on one of them?", "All tickets from cambridge to broxbourne on that day cost 17.90 pounds each.", "Please book one.", "How many tickets do I need to reserve for your train?", "Just one, thank you! Please provide me with a reference number.", "Booking was successful, the total fee is 17.89 GBP payable at the station. Reference number is : T1FGQFDJ . Can I help with anything else today?", "No, thank you. That will be all for today. 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[ "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": [ "Find me a train that leaves on Sunday after 14:00 please", "Certainly. Where are you headed?", "I am leaving norwich going to cambridge on sunday and I need a train that leaves the station any time after 14:00", "TR5234 will leave at 14:16, would that work for you?", "Yes. Give me the ref number please.", "In order to get a ref number I must complete a booking first. How many tickets would you like me to book for you?", "I would like one train ticket please.", "Your reservation for 1 ticket on the TR5234 train was successful. Your Reference number is : PGQKG62W . Is there anything else I can do for you?", "Yes I am looking for a moderate priced place to eat in the east. Phone #, postcode and food type please", "You have three options for moderately priced restaurants. Do you prefer indian or italian food?", "I would prefer Italian but Indian would be good as well. I will need the phone number and postcode of the restaurant. Thanks!", "The place is called The Curry Prince and the phone number is: 01223566388 and the post code is: cb58jj.", "Thanks for helping me with this. I appreciate it! Goodbye!", "My pleasure. 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[ "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": [ "I need to book a train to norwich that arrives by 16:15.", "What day would you like to leave?", "I want to leave on Wednesday from Cambridge.", "The TR1144 leaves Cambridge for Norwich on Wednesday at 05:36. Would that be good for you?", "What is the price and travel time?", "The price is 17.60 pounds.", "And what is the travel time?", "It is 79 minutes.", "Thanks! Can you also tell me if there are any multiple sports attractions in the center of town?", "there are not. i do have one in the east part of town. would you like the information for that venue?", "Thats ok. I really want something in the centre. How about any suggestions on a good college to visit?", "Christ's college is in the centre of town. Is there anything you need?", "Could you please get me the phone number?", "sure it's 01223334900", "Thank you. That is all that I need.", "Thank you, have a good day!" ], "frames": [ { "service": [ "train", "taxi", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_train", "requested_slots": [], "slots_values": { "slots_values_name": [ "train-arriveby", "train-destination" ], "slots_values_list": [ [ "16:15" ], [ "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": [] } }, { 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}, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform", "Attraction-Inform" ], "act_slot_name": [ "choice", "area" ], "act_slot_value": [ "one", "east" ], "span_start": [ 25, 36 ], "span_end": [ 28, 40 ] } }, { "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": [ 85 ], "span_end": [ 92 ] } }, { "dialog_act": { "act_type": [ "Attraction-Inform", "general-reqmore" ], "act_slots": [ { "slot_name": [ "area", "name" ], "slot_value": [ "centre of town", "Christ's college" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform", "Attraction-Inform" ], "act_slot_name": [ "name", "area" ], "act_slot_value": [ "Christ's college", "centre of town" ], "span_start": [ 0, 27 ], "span_end": [ 16, 41 ] } }, { "dialog_act": { "act_type": [ "Attraction-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": [ "Attraction-Inform" ], "act_slots": [ { "slot_name": [ "phone" ], "slot_value": [ "01223334900" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform" ], "act_slot_name": [ "phone" ], "act_slot_value": [ "01223334900" ], "span_start": [ 10 ], "span_end": [ 21 ] } }, { "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" ] } ] 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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", "22", "23" ], "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 ], "utterance": [ "I need a place to stay that has free wifi.", "I have 32 places that offer wifi, do you have a price range preference?", "could you provide details for something in the cheap price range?", "There are 33 cheap hotels with wifi in Cambridge. Do you have a particular area you are interested in?", "No, I have no preference. Just pick one. That will be fine.", "I recommend alexander bed and breakfast on 56 saint barnabas road would that due?", "Perfect. I'll need a room for myself, for five nights on tuesday.", "Perfect, you are all set for Alexander Bed and Breakfast on Tuesday, your reference number is 22DG5770 . Is there anything I can help with today?", "Nope, that's it. Thanks!", "I hope you not going to sit in your room by yourself for 5 days, are you sure that you dont want to know about a restaurant or attraction?", "Actaully i will be on business so not out much but I do need a train, to cambridge leaving after 21:15", "Ok great. What day will you be traveling?", "Yes, I need a train going to cambridge leaving after 21:15 on tuesday departing from broxbourne.", "I have the TR9688, which leaves at 12:32. Would you like to book this train?", "I need a train after 21:15.", "There are 3 trains leaving an hour apart starting at 21:32. The travel time is 60 minutes and costs 17.90 pounds. Would you like me to book one?", "No thank you. I just need the train ID and arrival time for one of them.", "The TR3112 arrives at 22:32.", "Great, thanks for that information on the train. Can you book for a train leaving after 21:15?", "How many tickets do you need?", "I need tickets for one person.", "Your total is 17.89 GBP. You can pay that at the station. Your reference number is RAIYCNJU .", "that is all i needed for today. thanks alot", "thank you for using this service good bye" ], "frames": [ { "service": [ "hotel", "taxi", "train", "bus", "police", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_hotel", "requested_slots": [], "slots_values": { "slots_values_name": [ "hotel-internet" ], "slots_values_list": [ [ "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": [], 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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": [ "Hi, I'm traveling to Cambridge soon and am looking forward to seeing some local tourist attractions.", "There are many to see! Are you going to be traveling within a certain area of town?", "Actually, yes. We are traveling into the northern part of town.", "If you're heading north, I recommend taking a ride on the Riverboat Georgina.", "That sounds nice but I would like to see about a guesthouse with free wifi.", "There at 10 guest houses in the north offering free wifi. Are you looking for a particular price range?", "No, I don't really care about price. Just something in the north that includes wifi.", "Acorn Guest house is located in the north , has free wifi and is moderately priced.", "Groovy!! Let get a booking for 2 people and 2 nights starting sunday.", "Your booking has been made and your reference number is O0FG9YKT . Acorn Guest House is located at 154 Chesterton Road. Is there anything else I can do for you?", "Yes, I am looking to visit the cherry hinton hall and grounds. Can I please have more information on that?", "Sure, that's a great entertainment venue in the East. Their phone number is 01223446104. Is there anything else you need to know?", "No, taht will be all. 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[ "restaurant", "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": [ "Can you help me book a table at a chinese restaurant that's in the centre of town?", "Great choice! I have 10 Chinese restaurants. What is your price range and we can narrow them down.", "I need some cheap Chop Suey, please.", "How does the Charlie Chan sound? It is a cheap Chinese restaurant in the centre.", "That sounds like they'll have some awesome Chop Suey. Please book me a table for 2 on Tuesday at 12:45.", "I am sorry but charlie chan is booked for that time. Do you want to pick an earlier or later time, or a different day?", "Can we try the same day for 11:45 please? And can I have the reference number as well, thanks.", "Great News! I was able to reserve your table for 2 at the 11:45 time. They will hold the table for 15 minutes. Reference number is : GFIL3UG5 .", "Thank you. I am also looking for places to go in the same area as the restaurant.", "There are dozens of attractions in the centre. What type of activities are you interested in? Museums? Architecture? Boat Rides? Something else?", "I am looking for some type of entertainment in the same area as the restaurant, please.", "There are all kinds of entertainment choices. Did you have something in mind?", "No, just an entertainment attraction in the same area as the restaurant. Can you make a suggestion?", "What about a museum? The cambridge contemporary art is a nice one.", "That sounds nice can I get their phone number, entrance fee, and address please?", "The phone number is 01223324222, the address is 6 Trinity Street, and it is free admittance.", "Thank you so much for your help.", "Will that be everything for you today then?", "That will be all. Thank you for your help!", "Glad to be of assistance, have a great day!", "Thanks, take care buddy!", "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-food" ], "slots_values_list": [ [ "centre" ], [ "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": [], 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[ "train" ]

{ "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 train to Ely.", "What day are you looking to travel?", "I need to leave a little after 8:00 on Sunday, and I'm leaving from Cambridge.", "The closest train I have is the TR3177 that leaves at 09:50. There's nothing earlier on that day.", "That will have to work. What is the arrival time?", "The arrival time is 10:07.", "Perfect! That's all I needed to know. Thanks. Have a great day.", "Have a wonderful 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": [], 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[ "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": [ "I need to take a train from bishops stortford to Cambridge. Ill need to leave after 9:00", "There are 56 trains traveling from Bishops Stortford to Cambridge after 9:00 between Friday and Wednesday. What day to you want to travel?", "I want to leave on Sunday.", "How about TR4803 that leaves at 09:29?", "That will work can you book that for me please?", "Of course. How many tickets do you need?", "Actually, I don't need a booking. I just need to know when it arrives, thanks.", "It arrives at 10:07.", "Thank you. I am also looking for a park to go to.", "I have 5 to choose from. Is there a certain area you were wanting the park to be in?", "no specific area. just recommend one.", "Milton Country Park is a great place to visit! It's in the North and free to enter.", "Great! Please, give me the address of the park.", "milton country park, milton.", "Thank you so much for your time. Have a nice day!", "You too, 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-departure", "train-destination", "train-leaveat" ], "slots_values_list": [ [ "bishops stortford" ], [ "cambridge" ], [ "9:00", "09:00" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_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" ]

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The phone number is 01223 412430.", "Thank you, goodbye.", "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-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": [], "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" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "Can you help me find an expensive Chinese food restaurant?", "What area would you like? There are nine results.", "I'm interested in restaurants located in the East.", "Okay, Yu Garden matches your specifications. Would you like me to book a reservation?", "Yeah, could you book it for 8 people on Monday? I think 16:15 is when we want to be seated.", "The booking went through, your table is reserved for 15 minutes starting at 16:15. Reference number is BT75STQI .", "Thanks! I'm also looking for a hotel near that restaurant.", "I would recommend the Express by Holiday Inn Cambridge, should I book it for you?", "If that has free wifi that'll work.", "Yes, there is internet there. Would you like a booking then?", "Could you tell me the price, address and phone number?", "They are expensive and can be reached at 01223866800. The address is 15-17 norman way, coldhams business park. Anything else?", "No, that's all for me today! Thank you! Bye!", "I hope you have a wonderful stay." ], "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": [ [ "chinese" ], [ "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": { "slots_values_name": [], "slots_values_list": [] } }, { 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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" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I am planning a vacation and really could use some help finding a good place to stay in town. I've never been to Cambridge before.", "which side of town do you prefer and what is the price range?", "It doesn't matter. What do you recommend?", "alexander bed and breakfast is a guest house in the centre area. Would you like to book a room?", "Oh, ok. I really don't want to stay at a guesthouse though. Can you recommend a hotel instead?", "The Huntingdon Marriott hotel is a very nice place.", "Sounds good. Can you get me a room for 2 for 5 nights starting Sunday?", "Booking was successful. Reference number is : 36N9VCAD . Is there anything else I can help with?", "What is the train schedule from birmingham new street like? I need to arrive at 13:45.", "Where would you like the train to arrive, and what time will you be leaving?", "I need the travel day to be Sunday. I'll be going to Cambridge and arrive by 13:45. I'll be leaving from Birmingham New street.", "Train TR7468 will arrive at 13:23. Will this work for you?", "What is the travel time on that train?", "It is 163 minutes on that train.", "Excellent. Thanks for all the help!", "You are quite welcome, thank you for using our services. Have we met all of your needs today?", "Yes, thanks very much! Have a great day!", "ok thanks and have a great day", "You too! Thanks so much for all the help. 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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 to go to dinner tonight and am in the mood for some good Bistro in the centre of town, can you find me some options?", "I'm sorry. There is no matching restaurant. Would you like to try a different food type or area?", "Hmm... let me think. Let's try maybe something italian instead.", "There are nine Italian restaurants in the centre of town! Are you looking for an Italian restaurant in any particular price range?", "Which of those nine has the best ratings? Can I please have the address and postcode.", "I recommend Caffe Uno - it's very nice. They're at 32 Bridge Street City Centre, cb21uj. Can I help with anything else?", "No, that's all. Thanks.", "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-food" ], "slots_values_list": [ [ "centre" ], [ "bistro" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "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": [ "Bistro" ], "start": [ 69 ], "exclusive_end": [ 75 ], "copy_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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"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": [ "italian" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform" ], "act_slot_name": [ "food" ], "act_slot_value": [ "italian" ], "span_start": [ 47 ], "span_end": [ 54 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "area", "choice", "food" ], "slot_value": [ "centre of town", "nine", "restaurants" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "choice", "food", "area" ], "act_slot_value": [ "nine", "restaurants", "centre of town" ], "span_start": [ 10, 23, 42 ], "span_end": [ 14, 34, 56 ] } }, { "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-Recommend", "general-reqmore" ], "act_slots": [ { "slot_name": [ "address", "name", "postcode" ], "slot_value": [ "32 Bridge Street City Centre", "Caffe Uno", "cb21uj" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Restaurant-Recommend", "Restaurant-Recommend", "Restaurant-Recommend" ], "act_slot_name": [ "name", "address", "postcode" ], "act_slot_value": [ "Caffe Uno", "32 Bridge Street City Centre", "cb21uj" ], "span_start": [ 12, 51, 81 ], "span_end": [ 21, 79, 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" ], "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" ], "speaker": [ 0, 1, 0, 1 ], "utterance": [ "I am looking for a particular restaurant. Its name is called travellers rest", "It is an expensive British restaurant on the west side of town. Would you like the address?", "Yes, and can you book a table for 1 at 14:15 on Monday, please.", "Ok. You're all set for Monday at 14:15. 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-name" ], "slots_values_list": [ [ "travellers rest" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "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-name" ], "value": [ "travellers rest" ], "start": [ 61 ], "exclusive_end": [ 76 ], "copy_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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"copy_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": [ "name" ], "slot_value": [ "travellers rest" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform" ], "act_slot_name": [ "name" ], "act_slot_value": [ "travellers rest" ], "span_start": [ 61 ], "span_end": [ 76 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform", "general-reqmore" ], "act_slots": [ { "slot_name": [ "area", "food", "pricerange" ], "slot_value": [ "the west side", "British", "expensive" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "pricerange", "food", "area" ], "act_slot_value": [ "expensive", "British", "the west side" ], "span_start": [ 9, 19, 41 ], "span_end": [ 18, 26, 54 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "bookday", "bookpeople", "booktime" ], "slot_value": [ "monday", "1", "14:15" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "bookpeople", "booktime", "bookday" ], "act_slot_value": [ "1", "14:15", "monday" ], "span_start": [ 34, 39, 48 ], "span_end": [ 35, 44, 54 ] } }, { "dialog_act": { "act_type": [ "Booking-Book" ], "act_slots": [ { "slot_name": [ "bookday", "booktime" ], "slot_value": [ "Monday", "14:15" ] } ] }, "span_info": { "act_type": [ "Booking-Book", "Booking-Book" ], "act_slot_name": [ "bookday", "booktime" ], "act_slot_value": [ "Monday", "14:15" ], "span_start": [ 23, 33 ], "span_end": [ 29, 38 ] } } ] }

[ "attraction", "train" ]

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I'll need the phone number, and address as well.", "The broughton house gallery is very nice and the phone number is 01223314960 and the address is 98 king street.", "What area is it in?", "It is in the centre." ], "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": [ [ "friday" ], [ "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": [], 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[ "restaurant" ]

{ "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": [ "Heya, can you find me an expensive restaurant with north african food?", "I actually cannot find any expensive restaurants with north african food. There is however an expensive restaurant with african food. Would that be okay?", "Are there any expensive restaurants with gastropub food?", "Yes, I have 3. Two are located in the centre and one is located in the east. Do you have a preference?", "Yes, the one in the east please.", "One in the East is called Royal Standard. Can I book a table for you?", "Yes, please book it for 2 people at 13:45 on monday.", "I'm sorry that isn't available. Can I try a different restaurant for you?", "No thank you that will be all.", "Is there anything else I can assist you with?", "That was all thank you.", "Thank you. 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", "restaurant-pricerange" ], "slots_values_list": [ [ "african" ], [ "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": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": 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"restaurant-area", "restaurant-bookday", "restaurant-bookpeople", "restaurant-booktime", "restaurant-food", "restaurant-pricerange" ], "slots_values_list": [ [ "east" ], [ "monday" ], [ "2" ], [ "13:45" ], [ "gastropub" ], [ "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": { "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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"dialogue_acts": [ { "dialog_act": { "act_type": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "food", "pricerange" ], "slot_value": [ "african", "expensive" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "pricerange", "food" ], "act_slot_value": [ "expensive", "african" ], "span_start": [ 25, 57 ], "span_end": [ 34, 64 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform", "Restaurant-NoOffer", "Restaurant-Select" ], "act_slots": [ { "slot_name": [ "food", "food", "pricerange", "pricerange" ], "slot_value": [ "african", "north african", "expensive", "expensive" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "pricerange", "food", "pricerange", "food" ], "act_slot_value": [ "expensive", "african", "expensive", "north african" ], "span_start": [ 27, 60, 94, 120 ], "span_end": [ 36, 67, 103, 133 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "food", "pricerange" ], "slot_value": [ "gastropub", "expensive" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "pricerange", "food" ], "act_slot_value": [ "expensive", "gastropub" ], "span_start": [ 14, 41 ], "span_end": [ 23, 50 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform", "Restaurant-Select" ], "act_slots": [ { "slot_name": [ "area", "area", "choice", "choice", "choice" ], "slot_value": [ "centre", "east", "3", "Two", "one" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "choice", "choice", "area", "choice", "area" ], "act_slot_value": [ "3", "Two", "centre", "one", "east" ], "span_start": [ 12, 15, 38, 49, 71 ], "span_end": [ 13, 18, 44, 52, 75 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "area" ], "slot_value": [ "east" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform" ], "act_slot_name": [ "area" ], "act_slot_value": [ "east" ], "span_start": [ 20 ], "span_end": [ 24 ] } }, { "dialog_act": { "act_type": [ "Booking-Inform", "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "name" ], "slot_value": [ "Royal Standard" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform" ], "act_slot_name": [ "name" ], "act_slot_value": [ "Royal Standard" ], "span_start": [ 26 ], "span_end": [ 40 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "bookday", "bookpeople", "booktime" ], "slot_value": [ "monday", "2", "13:45" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "bookpeople", "booktime", "bookday" ], "act_slot_value": [ "2", "13:45", "monday" ], "span_start": [ 24, 36, 45 ], "span_end": [ 25, 41, 51 ] } }, { "dialog_act": { "act_type": [ "Booking-NoBook", "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": [ "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": [] } }, { "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": [] } } ] }

[ "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'm planning a trip to Cambridge and I was told the A and B Guest House was a great place to stay. Can you give me information about it?", "Absolutely! This is a moderately priced guest house with four stars. There is wifi included. It is located on the east. What else can I help with?", "Do you have free parking? I refuse to pay for parking in a hotel that I am staying at. Wouldn't you agree?", "Yes, I would as a matter of fact. And yes the offer free parking.", "Okay, sounds good. Also I need to get a train from Liverpool street to Cambridge.", "What day would you like to make this trip? Do you have any other specifications?", "Oh wait, you know what? I forgot to ask about star ratings. What's the star rating on the A and B Guest House, please?", "It has four stars. Would you still like information on the train?", "The train should leave after 12:45 and should leave on friday. for 2 people please book.", "TR5015 leaves london liverpool street at 13:39 and arrives at cambridge by 15:07. Would this work for you?", "Does that train leave on Friday?", "Yes, that train leaves on Friday.", "I need two tickets.", "Okay, two tickets are booked, for a total price of 33.2 GBP, and your reference number is MY04HJ0A, do you need anything else today?", "No thanks, that is everything.", "Thanks for using our system!" ], "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": [ [ "a and b guest house" ] ] } }, { "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": [] } }, { 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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 need a train to go from Cambridge to Norwich.", "What day of the week are you looking to travel?", "I am traveling on Sunday", "What time would you like to leave or arrive by?", "I would like to arrive by 13:45.", "I have the TR7438 that will arrive at 12:55. Would you like a booking made today?", "I would like to book that train for 4 people please.", "7G6OJ8G2 is your confirmation code. May I help you further?", "yeah, I'm also looking for a place to stay. I don't like hotels, so a guesthouse would be better. Moderate in price.", "There are several moderate priced guesthouses do you have a preferred area that you want to stay in?", "Yes, the hotel should be in the east and doesn't need to have free parking.", "a and b guest house is a guesthouse in the east and it is moderate. Shall I book it ?", "can I have the star rating and idf they have wi fi ?", "The star rating is 4 and they do have free wifi.", "OK, that's all I need for now. Thanks.", "Great. I hope you have an excellent day.", "Thanks you too Goodbye", "Great! 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"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": [] } } ] }

[ "taxi" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "Good day. Might you be able to assist me with a taxi going to Corpus Christi leaving sometime after 08:45?", "Sure I can do that! Where is the departure site?", "I need it to pick me up from gourmet burger kitchen.", "The car coming is a White Tesla with contact number is: 07441094025", "Thank you so much.", "Is there anything else I can help you with today?", "Nope, that will do it, thanks!", "You're welcome. Have a great trip!" ], "frames": [ { "service": [ "taxi", "train", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_taxi", "requested_slots": [], "slots_values": { "slots_values_name": [ "taxi-destination", "taxi-leaveat" ], "slots_values_list": [ [ "corpus christi" ], [ "08:45" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "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", "8", "9", "10", "11" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I am looking for a restaurant.", "Is there a price range or type of food that you would prefer?", "Not sure of that, I am looking for a restaurant named \"ask.\"", "That is an Italian restaurant located in the centre of town. It is at 12 Bridge Street. Can I call and reserve a table for you?", "I would like to book a table for 5 people on Sunday at 14:15", "I am afraid that booking was unsuccessful. Would you like to try another restaurant?", "Yes, a different restaurant in the same area and with the same price range.", "Yes there are 15 restaurants that are a similar price range. Did you still want Italian?", "Type of food doesn't matter. Which is the best one? I'll book that.", "Your reservation is at the Dojo Noodle Bar at Millers Yard. The reference number is W87AKIBY and the table will be held for 15 minutes. Is that all?", "That is all. Thank you!", "Thank you for calling. Enjoy your dining experience." ], "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": "find_restaurant", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], 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"none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Restaurant-Request" ], "act_slots": [ { "slot_name": [ "food", "pricerange" ], "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": [ "name" ], "slot_value": [ "ask" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform" ], "act_slot_name": [ "name" ], "act_slot_value": [ "ask" ], "span_start": [ 55 ], "span_end": [ 58 ] } }, { "dialog_act": { "act_type": [ "Booking-Inform", "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "address", "area", "food" ], "slot_value": [ "12 Bridge Street", "centre of town", "Italian" ] } ] }, "span_info": { "act_type": [ 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"dialog_act": { "act_type": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "area" ], "slot_value": [ "centre" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform" ], "act_slot_name": [ "area" ], "act_slot_value": [ "centre" ], "span_start": [ 35 ], "span_end": [ 44 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform", "Restaurant-Select" ], "act_slots": [ { "slot_name": [ "choice", "pricerange" ], "slot_value": [ "15", "similar price range" ] }, { "slot_name": [ "food" ], "slot_value": [ "Italian" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Select" ], "act_slot_name": [ "choice", "pricerange", "food" ], "act_slot_value": [ "15", "similar price range", "Italian" ], "span_start": [ 14, 40, 80 ], "span_end": [ 16, 59, 87 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "food" ], "slot_value": [ "dontcare" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform" ], "act_slot_name": [ "food" ], "act_slot_value": [ "dontcare" ], "span_start": [ 13 ], "span_end": [ 27 ] } }, { "dialog_act": { "act_type": [ "Booking-Book", "general-reqmore" ], "act_slots": [ { "slot_name": [ "name", "ref" ], "slot_value": [ "Dojo Noodle Bar at Millers Yard", "W87AKIBY" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Booking-Book", "Booking-Book" ], "act_slot_name": [ "name", "ref" ], "act_slot_value": [ "Dojo Noodle Bar at Millers Yard", "W87AKIBY" ], "span_start": [ 27, 84 ], "span_end": [ 58, 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": [] } } ] }

[ "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'm looking for a train please.", "Where are you leaving from and where would you like to go?", "I plan to leave from stevenage to go to Cambridge.", "Okay. There are 70 trains that go from stevenage to cambridge. Would you like to narrow it down by day or time?", "I want to leave on Sunday and arrive by 12:15.", "trainID departure destination day leaveAt arriveBy price duration book (optional) TR1542 stevenage cambridge sunday 05:54 06:43 10.24 pounds 49 minutes TR5870 stevenage cambridge sunday 07:54 08:43 10.24 pounds 49 minutes TR7802 stevenage cambridge sunday 09:54 10:43 10.24 pounds 49 minutes TR8225 stevenage cambridge sunday 11:54 12:43 10.24 pounds 49 minutes are the opitions", "Thank you, I will check them out and get back to you.", "You are welcome. Call back anytime you are ready to book.", "That information is very overwhelming. Can you please pick the best option that meets my criteria and book for 6 people.", "I would like to book the TR7802 stevenage cambridge sunday 09:54 10:43, please.", "I think you're confused. I need the info, you're the help desk.", "I apologize for the mistake. I have booked six tickets for you and your party on the TR7802 train departing from Stevenage at 09:54 and arriving at Cambridge at 10:43.", "That's more like it. And, what's the reference number?", "Your reference number is DDBA2U1R . The total fee is 61.44 GBP payable at the station. May I help with something else?", "That was all. 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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": [ "I need to get a train going to Stevenage.", "I will need some more information. The train is departing from cambridge correct? What day would you like to leave?", "Yes, departing from Cambridge. We'll be leaving on Tuesday, hopefully after 15:15.", "How about TR5343? It leaves at 15:21. Your next choice is TR9883 which leaves at 17:21.", "What is the price for TR5343?", "It is 12.80 pounds.", "I would like information on pools in the north.", "jesus green outdoor pool and kings hedges learner pool are in that area. Could I get you info on one of those?", "How about Jesus Green Outdoor pool. Could I have their address and phone number.", "Sure, the phone number for jesus green outdoor pool is 01223302579. The address is listed as between victoria road and the river.", "thanks! that's all i need now", "Is there any other info or booking I can do?", "No, not at this time. Thank you.", "Okay glad I could help." ], "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": [ [ "stevenage" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "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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"act_slot_value": [ "jesus green outdoor pool", "01223302579", "between victoria road and the river" ], "span_start": [ 27, 55, 93 ], "span_end": [ 51, 66, 128 ] } }, { "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": [] } }, { "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": [] } } ] }

[ "attraction" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I am getting ready to go off to college. I thought while I was in town maybe I could visit one.", "Great idea! There are 18 entries found! What area of town would you like to visit?", "I think I'd like to visit the centre.", "There are 13 colleges in the city center but I recommend visiting Downing college and it is free to get in.", "Great! Can I have the address, please?", "Sure, it's located at Regent Street.", "Great, thank you very much. That's all I need.", "You're welcome. 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": [ [ "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": [], "slots_values_list": [] } }, { "active_intent": "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": [ [ "centre" ], [ "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": [], "slots_values_list": [] } }, { "active_intent": "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": [ "Downing college" ], "start": [ 66 ], "exclusive_end": [ 81 ], "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", "attraction-type" ], "slots_values_list": [ [ "centre" ], [ "downing 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": [], "slots_values_list": [] } }, { "active_intent": "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": [], 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"value": [], "start": [], "exclusive_end": [], "copy_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": [ "type" ], "slot_value": [ "college" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform" ], "act_slot_name": [ "type" ], "act_slot_value": [ "college" ], "span_start": [ 32 ], "span_end": [ 39 ] } }, { "dialog_act": { "act_type": [ "Attraction-Inform", "Attraction-Request" ], "act_slots": [ { "slot_name": [ "choice" ], "slot_value": [ "18" ] }, { "slot_name": [ "area" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform" ], "act_slot_name": [ "choice" ], "act_slot_value": [ "18" ], "span_start": [ 22 ], "span_end": [ 24 ] } }, { "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": [ 30 ], "span_end": [ 36 ] } }, { "dialog_act": { "act_type": [ "Attraction-Inform", "Attraction-Recommend" ], "act_slots": [ { "slot_name": [ "area", "choice", "type" ], "slot_value": [ "city center", "13", "colleges" ] }, { "slot_name": [ "entrancefee", "name" ], "slot_value": [ "free", "Downing college" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform", "Attraction-Inform", "Attraction-Inform", "Attraction-Recommend", "Attraction-Recommend" ], "act_slot_name": [ "choice", "type", "area", "name", "entrancefee" ], "act_slot_value": [ "13", "colleges", "city center", "Downing college", "free" ], "span_start": [ 10, 13, 29, 66, 92 ], "span_end": [ 12, 21, 40, 81, 96 ] } }, { "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" ], "act_slots": [ { "slot_name": [ "address" ], "slot_value": [ "Regent Street" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform" ], "act_slot_name": [ "address" ], "act_slot_value": [ "Regent Street" ], "span_start": [ 22 ], "span_end": [ 35 ] } }, { "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": [] } } ] }

[ "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 high priced hotel in the north side of town", "I'm sorry, but there aren't any places that meet those qualifications. Would you like to try a different part of town?", "How about an expensive hotel in the south side of town?", "There is one option, it is The Lensfield Hotel. Do you want me to reserve any rooms for you?", "Does it offer free wifi?", "Yes the Lensfield Hotel does have free wifi.", "How about free parking, does it have that as well?", "Yes it also has free parking. Anything else today?", "book it for 7 people and 3 nights starting from monday.", "The booking was successful. Your reference number is 81E1ITXC . Is there anything else I can help with today?", "No that is all I need. Thank you for your time.", "we appreciate you using our services. 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-pricerange" ], "slots_values_list": [ [ "north" ], [ "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": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "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": 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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": [ "Hi, what can you tell me about the bangkok city restaurant?", "Sure! It serves Thai food and is located in the centre. Would you like to book it?", "Yes for 2 at 19:30 on Sunday please. I need the reference number then too.", "I've booked that for you and your reference number is X4W3U0LM .", "I'd also need a train leaving the centre going to kings lynn and arriving by 17:00 on monday.", "I can certainly help with that. Could you just verify your departure point for me?", "Yes, it should depart from Cambridge.", "the earliest arrives by 17.58", "Ok, I think that should be fine. Can you make a booking for me?", "sorry, the arrival time is actually 16:58. how many tickets would you like?", "I need tickets for the same group of people going to the restaurant with me.", "I have booked train TR2324. The total fee is 19.6 GBP which is payable at the station. Your reference number is EGIIL92A .", "Thank you so much.", "Is there anything else I can help you with?", "No that is it. Thank you so much.", "Well we are here to help. Enjoy your time here !", "Thank you for your assistance.", "Thank you for calling. I hope you enjoy your trip. 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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": [ "general-bye", "general-greet", "general-welcome" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "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": [] } } ] }

[ "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'm looking for a hotel, can you help?", "I can, we have 9 hotels, do you have anything else to narrow it down?", "It should be in the centre and be on the expensive side.", "I have 2 available hotels. One is the Gonville Hotel located on Gonville Place. The other is University Arms Hotel on Regent Street. Which one would you like to book?", "Can you book the one without wifi?", "they both have internet, for what days and how many people should I book?", "Do either of them offer free wifi?", "As previously mentioned, they both have internet available. I don't have specifications about the internet service however. Would you like to book one of these?", "Yes, please book for two nights beginning on Sunday for one person.", "Your booking was successful and the reference number is ELYPAXQZ .", "Thank you. I'm also looking for a museum to go to in the same area.", "there are 11 all with free entrance. Would you like me to recommend one?", "Yes, please. Can I get the address and phone number for the one you reccommend?", "castle galleries is a nice place, their address is unit su43 grande arcade st andrews st and their postcode is cb23bj, anything else today?", "Do you have there phone number?", "Their phone is 01223307402. Is there anything else I can help you with today?", "Yes, I also need a taxi going between the two places.", "What time do you need the taxi, and which is the destination site?", "I want to arrive at the Castle Galleries by 11:15.", "Your white ford taxi booking was successful. Its contact number is 07580691974.", "Ok, thank you for the help.", "Was there anything else you needed today?" ], "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": { "slots_values_name": [], "slots_values_list": [] } 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Anything else I can do for you?", "That was all I needed today. 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[ "restaurant", "attraction", "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 a place to dine that's expensive and in the centre.", "Fitzbillies restaurant is expensive in the centre of town. Would you like to try that?", "I am looking for Thai food.", "we have bankok city. it is located in 24 green street centre. can i give you the phone number?", "Ok great. Can you reserve a table there for Thursday for 5 people at 15:00 please?", "it was successful. Reference number is : AKNPF1IH .", "Thank you for your help.", "Your very welcome. Can I help you with anything else today?", "Yes a hotel please.", "Okay. I can help you with that. Can you help me narrow the options down by providing preferences such as area, price range, and type?", "You know what? I don't need a hotel after all. I heard something about an attraction called ballare, could you give me some information about it?", "Ballare is a nightclub located in the centre area. the phone is 01223364222 and the entrance fee is 5 pounds. Can I help you with anything else?", "That is everything. Thank you so much for your help.", "You're welcome! Is there anything else I can help you with today - transportation perhaps, or other attractions?", "That is all I need.", "Thanks for using the Cambridge booking service 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" ], [ "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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[ "restaurant" ]

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Thanks.", "You're very welcome, just let us know if we can help with anything else." ], "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": [ [ "ask" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "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", "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": [ "What fun places can I visit in the East?", "We have five spots which include boating, museums and entertainment. Any preferences that you have?", "I don't have a preference. Which place would you recommend?", "I'm fond of the Cambridge Museum of Technology. Would you like more information on it?", "What is the entrance fee?", "It is 5 pounds to get in.", "Great, thanks! Can you help me find a train going into Cambridge as well?", "I certainly can! Where would you be coming from and what day and time?", "I am leaving birmingham new street and going to cambridge; I need to travel on Friday and arrive by 13:15.", "TR0497 arrives by 12:23. Would you like a ticket?", "Yes please. Book the train for 2 people. Please include the reference number.", "Reference number is : PYPBSAXI . Is there anything else?", "That's everything. Thanks again and have a great day!", "Enjoy your trip! 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"slot_value": [ "12:23", "TR0497" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Train-Inform", "Train-Inform" ], "act_slot_name": [ "trainid", "arriveby" ], "act_slot_value": [ "TR0497", "12:23" ], "span_start": [ 0, 18 ], "span_end": [ 6, 23 ] } }, { "dialog_act": { "act_type": [ "Train-Inform", "Train-Request" ], "act_slots": [ { "slot_name": [ "bookpeople" ], "slot_value": [ "2" ] }, { "slot_name": [ "ref" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [ "Train-Inform" ], "act_slot_name": [ "bookpeople" ], "act_slot_value": [ "2" ], "span_start": [ 31 ], "span_end": [ 32 ] } }, { "dialog_act": { "act_type": [ "Train-Inform", "general-reqmore" ], "act_slots": [ { "slot_name": [ "ref" ], "slot_value": [ "PYPBSAXI" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Train-Inform" ], "act_slot_name": [ "ref" ], "act_slot_value": [ "PYPBSAXI" ], "span_start": [ 22 ], "span_end": [ 30 ] } }, { "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" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "Hi, I am traveling to Cambridge and am super excited to see some local tourist attractions. I am looking for some suggestions on places to go in town.", "There are 79 attractions in Cambridge. There are churches, museums, swimming pool, and many more attractions. What are you interested in doing?", "Perhaps I'd like to see a museum. Are there any in the centre?", "There are 11 museums in the centre area. There is a science museum, an art and antiques museum, and 9 others. What kind of museum are you interested in?", "Does not matter can you just recommend one please.", "Castle Galleries is a very nice museum in the centre, and their entrance fee is free!", "Excellent. Can I please have they're phone number and address please?", "They are located at unit su43, grande arcade, saint andrews street, cb23bj. You can reach them at 01223307402.", "Thank you. I am also needing help booking a guesthouse in the north part of town. Can you assist me with that?", "You're in luck. There are 11 guesthouses in the north. What amenities are you looking for?", "4 people for 5 nights starting Sunday and I also need the ref # too please", "Ok great, we have you booked in the alpha-milton guest house at 63 milton road. Your Reference number is : KPUSMIB9 . 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"address", "phone", "postcode" ], "slot_value": [ "grande arcade", "saint andrews street", "unit su43", "01223307402", "cb23bj" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform", "Attraction-Inform", "Attraction-Inform" ], "act_slot_name": [ "address", "postcode", "phone" ], "act_slot_value": [ "unit su43, grande arcade, saint andrews street", "cb23bj", "01223307402" ], "span_start": [ 20, 68, 98 ], "span_end": [ 66, 74, 109 ] } }, { "dialog_act": { "act_type": [ "Hotel-Inform" ], "act_slots": [ { "slot_name": [ "area", "type" ], "slot_value": [ "north", "guesthouse" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform", "Hotel-Inform" ], "act_slot_name": [ "type", "area" ], "act_slot_value": [ "guesthouse", "north" ], "span_start": [ 44, 62 ], "span_end": [ 54, 67 ] } }, { "dialog_act": { "act_type": [ "Hotel-Inform" ], "act_slots": [ { "slot_name": [ "area", "choice", "type" ], "slot_value": [ "north", "11", "guesthouse" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform", 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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": [ "Hey, I'm up south can you give me a place to eat?", "What kind of food would you like?", "Don't care.", "I recommend Chiquito Restaurant Bar", "Can I have the address and telephone number?", "Chiquito Restaurant Bar is located at 2G Cambridge Leisure Park Cherry Hinton Road Cherry Hinton. The phone number is 01223 400170.", "THAT WILL BE FINE.", "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-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": [] } }, { 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"act_slot_value": [ "south" ], "span_start": [ 12 ], "span_end": [ 17 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Request" ], "act_slots": [ { "slot_name": [ "food" ], "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": [ "food" ], "slot_value": [ "dontcare" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform" ], "act_slot_name": [ "food" ], "act_slot_value": [ "dontcare" ], "span_start": [ 0 ], "span_end": [ 10 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Recommend" ], "act_slots": [ { "slot_name": [ "name" ], "slot_value": [ "Chiquito Restaurant Bar" ] } ] }, "span_info": { "act_type": [ "Restaurant-Recommend" ], "act_slot_name": [ "name" ], "act_slot_value": [ "Chiquito Restaurant Bar" ], "span_start": [ 12 ], "span_end": [ 35 ] } }, { "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" ], "act_slots": [ { "slot_name": [ "address", "name", "phone" ], "slot_value": [ "2G Cambridge Leisure Park Cherry Hinton Road Cherry Hinton", "Chiquito Restaurant Bar", "01223 400170" ] } ] }, "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", "01223 400170" ], "span_start": [ 0, 38, 118 ], "span_end": [ 23, 96, 130 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "food" ], "slot_value": [ "dontcare" ] } ] }, "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", "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 will be staying in Cambridge. I need a hotel with wifi.", "What about a and b guest house? It's in the East.", "I need something in the centre.", "There are 7 hotels which area do you prefer?", "The north part of town", "I ran a search in the north, there's 12 choices. Lets make sure were on the same page, is this the area that you want? Also hotel or Guesthouse?", "Sorry, I've been all over the place. To be clear, I need a hotel with free wifi and parking that is in the centre.", "Shall I choose a hotel for you, or do you have a preference? 4 hotels have free parking and internet in that area.", "yes please recommend one. the booking is needed for saturday. 3 nights, 6 people", "May I recommend alexander bed and breakfast. While it is a cheap guesthouse in the centre of town, it has a 4 star rating and also included internet and parking", "Ok great. Can you book a room for 6 people and 3 nights starting from Saturday.", "Booking was successful. Reference number is : QK6KCZQA", "Great, thank you. I'm also in need of an Indian restaurant in the cheap price range. Can you find me one?", "We have several. What part of town are you thinking?", "Any will do, what ever you recommend.", "Royal Spice is located in the north. It's one of my personal favorites. Would you like me to make reservations for you?", "I certainly want to try it then. Please book for 6 people at 11:30 on Saturday.", "You have been booked at the Royal Spice. Your reference number is WSPAI5JJ . Can I be of further assistance today?", "Thank you . I am all set.", "Great! And you're welcome, 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" ], "slots_values_list": [ [ "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", "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" ], "slots_values_list": [ [ "centre" ], [ "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": 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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" ], "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 ], "utterance": [ "Can you assist me in finding me an Expensive Restaurant in Cambridge where I can dine? The restaurant should be serving British foods.", "sure, i have 6 options for you", "I'd like it to be in Centre.", "I would suggest midsummer house restaurant it has great food.", "Can you make me a reservation for Saturday please for 3 people?", "What time would you like to dine on Saturday?", "We will be dining at 16:30. Please book a table for 3 on Saturday and provide the reference number. I also need a hotel in the same area.", "Alright, I have your restaurant booking. Your reference number is: DHDB0H4V . What are you looking for in a hotel, so I can narrow down the choices?", "Something in the same area as the restaurant. It should also be in that same price range.", "I've got two expensive hotels in the area. Both have internet and parking. university arms hotel has 4 stars. Does that meet your needs?", "Yes, that should be perfect thank you.", "Would you like me to book you a room? If so, i will need how many people and nights you will be staying and on what day.", "I would like a room for three people, just for Saturday night.", "The booking was successful I have a reference number and the hotel number for you.", "Can I have the postcode and hotel type, please?", "it is the type of a hotel. its post code is cb21ad. anything else?", "I also need a taxi between the hotel and the restaurant.", "I will look a taxi up for you.", "Thank you very much! Can you please make sure that it arrives at the restaurant by the time of my reservation?", "A grey toyota will be waiting to pick you up, if you have any further questions the contact number is 07137847685.", "Thanks so much!", "Can I help you with anything else today?", "No, that will be all. Thank you!", "Thanks for using our service, good day!", "Thanks for all the help.", "Anytime, were here to help. 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[ "taxi" ]

{ "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 taxi to don pasquale pizzeria.", "When would you like to arrive?", "I would like to arrive at one o'clock p.m. because I am meeting my husband there when he goes on his lunch break.", "Ok, where are you departing from?", "I will be departing from finches bed and breakfast.", "Alright. I have a white honda for you.", "Great, thanks. Is there a contact number for the driver by any chance?", "That number is 07303450247.", "Thank you very much. Will they be contacting me?", "They will only contact you if they cannot find you. Thank you.", "Thank you I will be watching the white honda then.", "Sounds good. 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[ "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 a trip in Cambridge.", "I am glad that you are visiting, but I cannot help you until you give me something to search for?", "I'm looking for a train from Cambridge to Leicester on Monday.", "We have quite a few trains available that day. Is there any time you would like to depart or arrive by?", "I need to leave after 21:45", "TR2919 is leaving at 22:21, would that work?", "Yes, could you book me 2 tickets and get me a reference number?", "Absolutely. I have booked two tickets for TR2919 at a total fee of 75.59 GBP. Your reference number is 8BG1O6W0 . Is there anything else I can assist you with?", "Yes, i also need a hotel with free wi-fi. I do not mind if it is expensive.", "how about allenbell? it looks lovely", "does it have free parking?", "allenbell has free parking. Should I book it?", "Yes, I need it for Thursday. 2 people 4 nights.", "your all set! Reference # is DQ0Z16N7 . Anything else I can help you with today?", "That is all I need.", "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": "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": [], 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[]

{ "turn_id": [ "0", "1", "2", "3", "4", "5" ], "speaker": [ 0, 1, 0, 1, 0, 1 ], "utterance": [ "Hi, I am trying to find the police station that's closest to my location please.", "The nearest police station is in Parkside, Cambridge, CB11JG", "Thanks, what is their phone number?", "Telephone : 01223358966 there you go", "Thank you, that is all I need today.", "Best of luck with everything and enjoy your 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": "find_police", "requested_slots": [], "slots_values": { "slots_values_name": 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"CB11JG" ], "span_start": [ 33, 54 ], "span_end": [ 52, 60 ] } }, { "dialog_act": { "act_type": [ "Police-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": [ "Police-Inform" ], "act_slots": [ { "slot_name": [ "phone" ], "slot_value": [ "01223358966" ] } ] }, "span_info": { "act_type": [ "Police-Inform" ], "act_slot_name": [ "phone" ], "act_slot_value": [ "01223358966" ], "span_start": [ 12 ], "span_end": [ 23 ] } }, { "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": [], 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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": [ "I live in the centre of town and want to see if I can find a reasonable room for my parents to stay while they are visiting.", "How about the Alexander bed and breakfast in the centre? It is a cheap 4 star guesthouse with free internet and wifi.", "That sounds like it might work. Could you check availability for two people this weekend?", "What day are they arriving, and how many nights are they staying?", "I am unsure at this time.", "Okay, would you like some more information about that hotel?", "Can you tell me what the address is?", "The address is 56 saint barnabas road.", "Does this place include free parking?", "The alexander bed and breakfast is a cheap, 4 star guesthouse in the centre area, It has wifi and parking. Does this fit your needs?", "You have been very helpful. I have everything I need, thanks. Bye", "I am glad to help. Have a nice day. Bye." ], "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": [ [ "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", "requested_slots": [], "slots_values": { 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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" ], "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 information in Cambridge. I need a place to dine.", "Sure, do you have a type of food you are wanting?", "Crossover food would be perfect.", "Unfortunately, there aren't any crossover restaurants in Cambridge. Is there something else you'd like to try?", "Is there a gastropub in Centre?", "Yes, I have two that are expensive and one that is moderately priced. Do you have a preference?", "Let's go with the moderately priced option. Can I please have the phone number?", "In the moderate price range, I have one place. It's called the Cow Pizza Kitchen and Bar. It's located on Corn Exchange Street. Do you need a reservation?", "Not right now, but I am looking for a place to stay. Are there any 5-star accommodations in Cambridge?", "I'm sorry, there are no 5-star accommodations anywhere in Cambridge. There are many 4-star options. Would you like to try one of those?", "Do you have one with free parking", "Yes the allenbell does.", "Is the allenbell a guesthouse?", "Yes, it is a guesthouse. It's located at 517a Coldham Lane. Would you like me to book this for you?", "No thank you that will be all", "Is there anything further that I can assist you with today?", "Yes, I'll need a taxi from the restaurant to the hotel. I want to leave the restaurant by 18:30.", "Sure. I booked a black BMW for you. Contact number : 07568490583", "Thank you so much.", "You're very welcome! Is there anything else i can help you with?", "No thank you! Thanks for your help! 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[ "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 really need to get out of Cambridge! Can you find me a train to Leicester? Sometime after 08:45 because I like to sleep in.", "I would be happy to help with your request, what day will you be leaving?", "I'll be leaving this place on Saturday.", "What time would you like to arrive by?", "It does not matter.", "There is a train that leaves at 9:21 and arrive in Leiester at 11:06. Would you like me to book it for you?", "No thank you. What's the cost of the ticket?", "The ticket price is 30.24 pounds. Can I be of further assistance?", "I also need the travel time and arrival time please.", "arrival time is 11:06 and travel time is 105 minutes", "I'm also looking for a particular hotel. Its name is called cityroomz.", "Sure, what kind of information do you need?", "I'd like to to book it for 8 people and 4 nights starting from tuesday", "I have booked a room for 8 for 4 nights beginning on Tuesday. Your reference number is SY5AJ8CL . Is there anything else I can help you with today?", "Not at this time. Thank you.", "Have a fantastic 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", "train-leaveat" ], "slots_values_list": [ [ "cambridge" ], [ "leicester" ], [ "08:45" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_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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], "act_slot_value": [ "cityroomz" ], "span_start": [ 60 ], "span_end": [ 69 ] } }, { "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": [ "bookday", "bookpeople", "bookstay" ], "slot_value": [ "tuesday", "8", "4" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform", "Hotel-Inform", "Hotel-Inform" ], "act_slot_name": [ "bookpeople", "bookstay", "bookday" ], "act_slot_value": [ "8", "4", "tuesday" ], "span_start": [ 27, 40, 63 ], "span_end": [ 28, 41, 70 ] } }, { "dialog_act": { "act_type": [ "Booking-Book", "general-reqmore" ], "act_slots": [ { "slot_name": [ "bookday", "bookpeople", "bookstay", "ref" ], "slot_value": [ "Tuesday", "8", "4", "SY5AJ8CL" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, 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[]

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Thanks again.", "Let us know if you need 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": "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": [] } }, { "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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"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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"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": [ "Police-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": [ "Police-Inform" ], "act_slots": [ { "slot_name": [ "address", "name", "phone", "postcode" ], "slot_value": [ "Parkside, Cambridge", "Parkside Police", "01223358966", "CB11JG" ] } ] }, "span_info": { "act_type": [ "Police-Inform", "Police-Inform", "Police-Inform", "Police-Inform" ], "act_slot_name": [ "name", "phone", "address", "postcode" ], "act_slot_value": [ "Parkside Police", "01223358966", "Parkside, Cambridge", "CB11JG" ], "span_start": [ 21, 48, 69, 90 ], "span_end": [ 36, 59, 88, 96 ] } }, { "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": [] } }, { "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": [] } } ] }

[ "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 would like to find a cheap hotel to stay at where there is free parking. Do you have any suggestions?", "The cambridge belfry fits the bill, would you like me to book you a room?", "Do they have free parking? are they rated 3 stars?", "Yes, they do have free parking and they have 4 stars.", "Did you have something that fits with 3 stars?", "I hovw no listing for a 3 star hotel,would you like too try another area ?", "What about a 4 star hotel?", "The Cambridge Belfry is a 4 star hotel in the cheap price range and is on the west side. They offer free Wifi and parking. Would you like a reservation?", "Yes,please book for 5 people for 5 nights starting on Thursday.", "I am unable to book for Tuesday.", "I would like to book for Thursday, not Tuesday.", "I am sorry, I can't make that reservation either.", "Is Monday available?", "As it turns out, Thursday just opened up. I was able to book it for you, here is your reference number, UGU8T7UB .", "Thanks! Can you also help me find a college to visit in town?", "There are 18 options. Was there a part of town you would like to visit?", "Can you suggest one for me?", "I would recommend christ's college in Saint Andrew's street in the centre of town.", "What is the entrance fee and postcode there?", "Entry is free. The postcode is cb23bu. May I help with anything else?", "Thank you so much. 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[ "area" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform" ], "act_slot_name": [ "choice" ], "act_slot_value": [ "18" ], "span_start": [ 10 ], "span_end": [ 12 ] } }, { "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": [ "Attraction-Recommend" ], "act_slots": [ { "slot_name": [ "address", "area", "name" ], "slot_value": [ "Saint Andrew's street", "centre of town", "christ's college" ] } ] }, "span_info": { "act_type": [ "Attraction-Recommend", "Attraction-Recommend", "Attraction-Recommend" ], "act_slot_name": [ "name", "address", "area" ], "act_slot_value": [ "christ's college", "Saint Andrew's street", "centre of town" ], "span_start": [ 18, 38, 67 ], "span_end": [ 34, 59, 81 ] } }, { "dialog_act": { "act_type": [ "Attraction-Request" ], "act_slots": [ { "slot_name": [ "entrancefee", "postcode" ], "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": [ "entrancefee", "postcode" ], "slot_value": [ "free", "cb23bu" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform", "Attraction-Inform" ], "act_slot_name": [ "entrancefee", "postcode" ], "act_slot_value": [ "free", "cb23bu" ], "span_start": [ 9, 31 ], "span_end": [ 13, 37 ] } }, { "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", "10", "11" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I am looking for a place to go in the centre, of type multiple sports.", "Unfortunately, there is not attraction type with multiple sports in the centre areat.", "Is there a nightclub located in the centre instead then?", "There are 5 nightclubs in the centre. Would you like me to send you a list with their address and price information?", "No, I just need the phone number and entrance fee for each of them.", "Ballare 5 pounds, phone 01223364222. club salsa 5 pounds, phone 07782218745. kambar 5 pounds, phone 01223842725. soul tree nightclub 4 pounds, phone 01223477900. the fez club 5 pounds, phone 01223519224", "Thank you I also need a train going to Cambridge leaving after 17:00", "There are a lot of trains then, can you tell me where you are departing from and how many tickets you need?", "I will be departing from Bishops Stortford on Sunday.", "TR5298 leaves at 17:29 and arrives by 18:07. Can I book you for this train?", "No, that's all I needed. Thank you!", "Thank you, enjoy your visit!" ], "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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[ "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 a 4 star place to stay.", "What area would you like to stay in?", "I'd like it to be in the north, and to be a guesthouse.", "Great, there are 4 options for you here. I personally recommend avalon. Would you like to book?", "Yes, please book it for 5 people and 5 nights starting from wednesday.", "Your booking was successful. Reference number is : YB23KVSX . Is there anything else I can help you with?", "No that is all. Thanks for your help!", "You're welcome and thanks for using our help desk. 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[ "restaurant" ]

{ "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 a place to eat. I would like it to be an expensive restaurant in the centre.", "I found 33 expensive restaurants in the centre. What type of cuisine would you like?", "I'm looking for a restaurant with mediterranean food.", "I have found two restaurants. One is La mimosa, and the other is Shiraz restaurant, would you like me to book one for you?", "Please book the One is La mimosa", "Can I please get the number of people dining,day,and time please.", "Yes, it's for 8 people. 16:45 on Monday. I would like the reference number, if it is available.", "That wasn't available. Shall I try the Shiraz Restaurant?", "Yes please try the Shiraz Restaurant.", "You've got a table for Monday at Shiraz Restaurant. Your reference number is NS7MCM5B . Can I help with anything else today?", "That will be all. Thank you very much.", "You are welcome. 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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", "22", "23" ], "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 ], "utterance": [ "I would like to find out information about a hotel called Warkworth House.", "Warkworth house is a guesthouse in the east area. It is moderate pricing with 4 stars. It offers free parking and internet. Would you like a reservation?", "Yes please. It'll be for 4 nights.", "I will go ahead and book your room.", "Thank you. Can I get a reference number for the booking?", "In order to book, can you tell me the number of guests, number of nights and the day of the week you want to start your stay?", "I need to book it to 2 people for 4 nights starting from wednesday.", "Okay the booking was successful. The reference number is HZ6B38TH .", "I'm also looking for a train. I'll be traveling back to Broxbourne on Friday.", "Will you be leaving from Cambridge.", "yes i will be leaving from Cambridge.", "What time would you like to leave around?", "I would like to leave after 10:30.", "TR7372 leaves Cambridge at 11:01 and arrives at broxbourne by 12:01, would that train work for you?", "Yes that will work. I need to book it for 2 people.", "i have booked that for you. your reference number is xhrx4ig7 .", "Can you find me a expensive cafe to eat at once i get off the train?", "What type of food would you like?", "I actually don't need a place to eat. Thank you, that is all.", "To be clear do you need me to fine you a place to eat?", "That is helpful.Thanks", "I'm confused. Should I look for a restaurant?", "No, I'm sorry. That's all for now. 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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" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I need a hotel with free wifi and free parking, thank you", "Allenbell is cheap and has free internet.", "I'm looking for something in the moderate price range actually.", "Archway House is a moderately priced 4 star hotel in the North. Would you like to make a reservation?", "Yes please book the Archway House.", "I'd be happy to book for you. How many people will be staying, what is your arrival day, and how many nights are you staying?", "I will be arriving on tuesday and I need to book the room for four nights for three people.", "Ok. I've booked that guesthouse for you. Your reference number is YBT4JRTR . Can I help with anything else?", "Yes, I would also l like to find a splendid, moderately-priced place to dine in the centre. That would be just wonderful if you could help me out with that!", "There are several moderately priced restaurant in the centre area. Would you like a certain type of food?", "I'd like an Italian restaurant, please.", "Pizza express Fen Ditton would be perfect for you guys then! Would you like more information or for me to book that for you?", "Yes, just give me the address please.", "Pizza Express Fen Ditton is located at Jesus Lane Fen Ditton. Is there anything else I can help you with?", "Yes. I would like to leave the restaurant by 11:15 and I would like to book a taxi to commute between the hotel and the restaurant.", "Not a problem! I booked a taxi to depart the restaurant by 11:15. The car type is a blue skoda and the contact number is 07621131070.", "Thank you very much! That's all I need today!", "You are very welcome. 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{ "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 need a moderate price range restaurant in the centre of town.", "There are 21 restaurants that are moderately priced in the centre of town. Do you have a food preference?", "British or European would be fine. May I book a table for 2 at 16:00 on a Wednesday and get a reference number please?", "The oak bistro is a British restaurant in the centre area, in the moderate price range. Would you like to book this restaurant?", "Yes. The booking should be for 2 on wednesday at 16:00. Could I also get a reference number?", "Alright, you're all booked! Your reference number is YWEKSO7H . Is there anything else I can help you with?", "I'm also looking for a place to visit within the same area as the restaurant. Do you have any recommendations?", "We have parks, boats, museums, and many other interesting things to do. What strikes your fancy?", "An art museum near the restaurant sounds nice. How much is the admission price?", "The Cambridge Contemporary Art Museum is fantastic, and it's free. Would you like more information?", "I will need a taxi to take me from the museum to the restaurant. Obviously it needs to get me there before my reservation.", "sure! expect a grey toyota and call 07319086162 to contact your taxi", "thank you, that is all I need.", "You are welcome, please enjoy your time in Cambridge and if there's anything else we can assist you with let us know!" ], "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": [] } }, { 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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": [ "We will be on the west side of town and would like to find a place to eat while there.", "What type of cuisine would you be looking for?", "I want some Scottish food.", "There are none in the area. Another type or area perhaps?", "Yeah, can you check the south please?", "There are no restaurants in that area.", "What a bummer. Find me a restaurant that serves British food on the West please.", "There are 3 restaurants in that area that serve British food. Is there a particular price range your looking for?", "The expensive range please. I will need their phone number and address. Also, I am looking for a train departing from Cambridge on Saturday.", "Travellers Rest is located at Huntingdon Road City Centre. The phone number is 01223276182. Where are you traveling to on Sunday?", "I need to get to london liverpool street by 13:00.", "I would suggest train TR0995, it leaves at 09:59 and will get you to your destination by 11:27. Would you like me to book that for you?", "No need to book. But, can I please get the price of the ticket?", "the price for the ticket is 13.28 pounds", "Thanks so much. That will be all the information I need today. 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[ "train", "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 planning a trip in Cambridge", "What area in cambridge would you like to stay?", "I'm actually looking to book a specific hotel. It is called the Alpha-Milton Guest House.", "Okay, can you tell me how many people are staying, how many days you want to stay and when you begin your stay, please?", "I'd like to start my stay on Wednesday, it will be for two nights, and it will be 6 people.", "Ok, so you are all booked. Reference number is NM7IWBOC .", "Thanks so much. I also need a train to arrive in Peterborough by 16:45.", "Would you like to take the TR8327 on Friday, it arrives at 16:24?", "I just want to verify that train leaves from Cambridge correct? If so, can you book it for 6 people and provide the reference number.", "Yes, that is correct. I have booked it for you, the reference number is IBM6BL8X and will be leaving at 15:34. Is there anything else I can help you with?", "No thank you. 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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" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I am traveling to Cambridge and excited about seeing location attractions. Could you help me find a place to go, like a college?", "Certainly. I have many available. Is there a particular area you are looking in? I have several in the west and centre.", "Can you give me the entrance fee for one of the colleges in the centre?", "Corpus christi is 2 pounds, which is in centre.", "I'm also looking for a hotel in the centre. I don't want to stay in a guesthouse. It needs to be a hotel.", "I can book you at the university arms hotel. It has a 4 star rating, free parking and wifi. Does this interest you?", "Yes. That would be great.", "What will be the first day you will stay and how long will you be staying?", "I want to stay for 5 nights starting on Tuesday.", "I'm sorry but you'll have to book another day or a shorter stay. When would you like to stay?", "Can you see if they have just 1 night available?", "Your booking was successful with a reference number of S1HTVV32 . Is there anything else I can do for you today?", "I need a taxi please between the 2 places. I want to leave the attraction by 2:30.", "Booking completed! Please look out for a Grey BMW, their contact number is 07130839627. Is there anything else I can help with?", "Awesome, thanks! I think that takes care of everything I needed.", "Okay great please enjoy your stay and don't hesitate to call us back if you need anything else." ], "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": [ [ "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": { 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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", "22", "23" ], "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 ], "utterance": [ "I'm looking for a hotel that includes free wifi and free parking.", "There are definitely lots of places that provide complimentary parking and wifi. Do you prefer any particular part of town, or are you looking for a certain price range?", "I would like a hotel in the centre and it should be in the cheap price range.", "I don't have any hotels that meet your criteria but I do have two guesthouses available? Would that be okay?", "Yes, that would be fine. What are the names of the two guesthouses?", "One id alexander bed and breakfast and the other is el shaddai.", "What star ratings are they?", "Alexander bed and breakfast is 4 stars and el shaddai is 0 stars.", "Okay may I please have the phone number for Alexander bed and breakfast?", "Of course! The telephone number for Alexander Bed and Breakfast is 01223525725.", "Thank you! I'm also looking for a train for saturday.", "Okay. Would you like to narrow it down by departure site, destination, or arrival time?", "I need to leave Cambridge on Saturday, please.", "OK. Where are you heading, and at what time?", "i am going to ely and it should leave by 18:00", "The earliest train leaves at 19:50 and the last one leaves at 23:50. Which one could you like to take?", "Please pick one that meets my requirements.", "Then, that would be TR7349 departing at 19:50 and arriving in Ely by 20:07. Do you need any tickets?", "No, Make sure you get travel time, price, and train ID", "Train ID is the one that was referenced earlier, price is 3.52 pounds per person, it is only a 17 minute trip. Is there anything else that i can do?", "No thank you.", "Do you need any further assistance with anything else?", "No thank you that will be all", "You are welcome. Thank you for contacting Cambridge TownInfo centre. 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[ "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": [ "Let's find me an expensiove place to eat in the centre", "sure i have 33 options for you", "How about you pick one and reserve a table for 5 on sunday at 11:45, and I'll need that reference number too.", "Sure! I've booked you at Fitzbillies at 11:45 on Sunday for 5. Your reference number is Y5EX13L7 . Is there anything else I can help you with?", "Great can you also help me get a train? I'm looking to go to ely and arrive by 21:30", "On what day will you be leaving?", "I will be leaving on Monday", "TR5484 leaves at 13:50 and costs 4.40 pounds. is that fine with you?", "Yes, but i need to book four more people as well.", "So I have 5 tickets booked. The reference number is YD9YNVV4 .", "Thank you very much.", "Thank you. Is there anything else?", "No, that's all. Good bye", "You're very welcome! 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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": [ "Can you help me find a place to stay that's four stars and has free wifi?", "Twenty one accomodations meet your needs. What part of town are you planning to stay in?", "That doesn't matter as long as it's cheap.", "There are 21 places in that criteria. What area of town? Or perhaps a need for free parking?", "It doesn't matter. Like I told you, it just needs to be a cheap 4 star place with free wifi.", "The Alexander bed and breakfast is the best option.", "Okay I would like to make a booking for 5 people and 4 nights starting from wednesday.", "Will you needing a reference number?", "Yes, of course.", "Booking was successful. Reference number is : JVC5MSAV . anything else today?", "I also need a train on Friday, departing after 9:00.", "Ok. Where are you departing from?", "i am departing from cambridge", "Where will you be traveling to?", "I will be traveling to ely, no need to book, but i need the train number, travel time departure time and arrival time", "Train TR8792 departs at 09:50 and will arrive in Ely at 10:07. The total travel time is 17 minutes. Anything more I can help with?", "That is all. Thanks for your time.", "Your welcome, 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" ], "slots_values_list": [ [ "yes" ], [ "4" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_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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[ "restaurant", "taxi", "hotel" ]

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How many people will be dining?", "4 of us Friday at 14:45 I need the reference number too.", "Your table is reserved, reference #NKKOLWNU . Can I help you with anything else today?", "Yes, I'd also like to book a taxi. I'd like to arrive at the restaurant by the booked time.", "Where will you be departing from?", "I will be traveling between the hotel and restaurant.", "What time would you like to travel?", "I would like to get to the restaurant by 14:45 please.", "Booking completed! Booked car type : white honda Contact number : 07125482836", "Great, thanks so much, that's all I need! Have a great day!", "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", "14", "15" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "Can you find me a train from Cambridge to Leicester?", "There are several what day and time do you want to leave or arrive?", "I'd like to leave on wednesday and should arrive by 13:00", "The TR2176 leaves Cambridge at 09:21 and gets into Leicester at 11:06. Will that work for you?", "What is the price of that train?", "The price is 37.80 pounds. Would you like to go ahead a book a seat?", "Yes, I would like to book a seat on that train. Thank you.", "Just to clarify, am I booking just one ticket or more?", "yes. also findme primavera's phone number", "Booking was successful, the total fee is 37.79 GBP payable at the station . Reference number is : 2Z3LQ075 . What else did you need?", "Thanks. I am also looking for the Primavera. It is an attraction.", "yes its a very nice attraction.", "Can I get their phone number please?", "their phone number is 01223357708. can i help with something else?", "No. That will be all. Thank you.", "Thank you for contacting the Cambridge TownInfo centre. 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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" ], "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 ], "utterance": [ "I need a place to eat that is expensive.", "I've found 57 restaurants that match your request. Is there a particular area you'd like to dine in?", "In the centre, please.", "There are 33 restaurants in that area, do you have a preference of the type of restaurant?", "i want something with malaysian food.", "I am sorry I have no listings for malaysian food,another type?", "I actually just need an expensive place to dine in the Centre of town.", "Kymmoy offers Asian Oriental food. Would you like to book a table there?", "Yes please. Can you book that for 8 people on Saturday at 15:30?", "Sure thing. I will work on getting this booked and be right back with you.", "Okay, thank you.", "you are welcome", "If Saturday fails, try Monday and provide the reference number. Also looking for a guesthouse in the same area with internet. Provide starts and address please.", "Your restaurant booking was successful. This is the reference number PQA4WKNF . It is for Saturday at 15:30 for 8 people.", "Can you book me two taxi cabs that offer groupon discounts to take us to the restaurant?", "I don't think we have any affiliations with Groupon. Is there anything else I can help you with today?", "I'm looking for a place to stay. The hotel should be in the same price range as the restaurant and should be in the type of guesthouse.", "I am sorry but there are no guesthouses matching. Would you like to try a hotel instead?", "A hotel would be fine.", "Would you like me to book it for you?", "What expensive hotel do you recommend?", "There are two hotels matching your needs and I highly recommend university arms hotel. Do you want me to book it?", "I just need their address, star level and whether they have internet please.", "University arms hotel is 4 stars located on regent street. They have internet and parking. Would you like me to book that for you?", "Not yet, that's all for now. Thank you for all your help.", "Thank you for calling. Please call us back if we can assist you in any other way. 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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 am planning a trip in Cambridge", "I can help plan your trip! What do you need?", "I need a train ticket going to cambridge from norwich on saturday anytime after 15:00", "There are 9 trains traveling from norwich to cambridge after that time on Saturday. Do you need to arrive by a certain time?", "No it doesn't matter when I get there. Can you pick one, and make me a booking for three people? I need a reference number too!", "Okay. I've booked you three tickets on the TR9724. Your reference number is J87QHBRM . You'll owe 42.24 at the station.", "Thank you. I also need info on a place to go in the west. Any one will do. Just something to see.", "You have a few attraction options in the west area; colleges, museums and even an entertainment attraction. Which one sounds best for your trip?", "Can you recommend one and give their post code?", "How does the Clare Hall sound? The postcode is cb39al.", "That sonds great, thanks. Thats all I need for today.", "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": [ "Hello, I'm looking for a place to stay in town. I'd like a place with free parking and a 2 star rating, please.", "Ashley hotel is in the north part of town and has a 2 star rating and parking.", "Is it a hotel or guesthouse?", "The Ashley is a hotel. It's on the north end of town. Would you like to make a reservation here or should we keep looking?", "That's fine. Can you book it for 2 people for 2 nights, starting from Thursday?", "Sure! Your reference number is VEPGFLTA . Anything else?", "No thank you. I appreciate all your help.", "You're welcome! Have a great day! 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{ "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 on Tuesday that arrives by 16:45.", "Certainly, where is your place of departure and arrival?", "I want to depart from London and arrive in Cambridge.", "london kings cross or london liverpool street?", "london liverpool street.", "I have train TR1395 that leaves at 13:39 and will arrive in Cambridge by 15:07. Would that work for you? I would be happy to book your ticket.", "For two people please. I will need the reference number. I also want to stay at the Lensfield hotel.", "Your train booking was successful. You can pay the fee of 33.2 at the station. Your reference number is 14AXWO0V .", "do you know the lensfield hotel? I need their phone # and how many stars do they currently have?", "The lensfield is a 3 star hotel and the phone number is 01223355017. Would you like to make reservations there?", "No thank you. That's all I need for now.", "Ok. 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26, 56 ], "span_end": [ 13, 20, 31, 67 ] } }, { "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", "12", "13" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "Hi, I am planning a trip and could use some help with a particular attraction.", "Okay, sounds good. What attraction are you thinking about?", "I'm looking for Milton Country Park.", "I have found it what types of information can I get you on it?", "Can I get the attraction type, entrance fee, and postcode please?", "It's a Park and there's no entrance fee. It's free for all. The postcode is cb46az. How can I be of further assistance today?", "I'm also looking for a great Italian restaurant on the east side of town that you would recommend.", "I would suggest pizza hut fen ditton", "What are their prices like?", "They are moderately priced", "What is the address and phone number to Pizza Hut Fen Ditton?", "The number is 01223323737, and it is in Cambridge Retail Park Newmarket Road Fen Ditton.", "Great! Thank you! That's all I needed.", "You're welcome! 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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" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I'm hoping to book a train from bishops stortford to cambridge. Please list all times for that route.", "There's a total of 70 trains. Is there a particular time of day you would like to travel?", "I need to leave Wednesday and arrive after 11:15.", "Thanks for that information. What time you would like to leave?", "I would like to leave after 11:15.", "Unfortunately there are no trains meeting your criteria. Would you like me to look up another departure and arrival time?", "no, i want that day and time please", "The TR0516 leaves Cambridge at 11:29 on Wednesday. Will that work for you?", "Well, I need to know the arrival time first.", "Arrival time is 12:07 does that work for you?", "Yeah, that works. Can you recommend a 0 star hotel for me?", "Yes I have two guesthouses and 1 hotel in that category do you have a preferred area?", "I'd like it to be in the centre please.", "In the town centre there is one guesthouse and one hotel with 0 stars. Would you like the hotel or the guesthouse?", "it doesn't really matter. Moderately priced located in the centre. I need phone number, hotel type and if they have free parking or not", "i suggest cityroomz. its a hotel in the moderate price range. their phone number is 01223327978", "Does it have free parking?", "Yes, they do have free parking at this hotel.", "Great, thank you. 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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": [ "Hi! I'm looking for a train to Norwich on Saturday.", "What is your departure site and time?", "From Cambridge and I want to arrive by 20:30.", "I have a train that would leave at 18:36 and arrive by 19:55. It's 79 minutes long and costs 14.08 pounds. Would you like me to book it?", "Yes please, book it for 7 people.", "All booked and ready to go! The reference number is RJVNE0PT .", "I am also looking for a place to stay. Can you find a 1 star hotel for me that is a guesthouse?", "Unfortunately, there are no guesthouses that meet that criteria. In the area, there are 24 guesthouses, some of them cheap, some expensive. Can you narrow down your choices?", "If there are no 1 star guesthouses, please find me the cheapest one that includes free wifi.", "Alexander bed and breakfast is a 4 star cheap guesthouse with free interenet and parking located in the centre. Does that work for you?", "Yes Alexander bed and breakfast that has a star of 4 would be great.", "Sure, I can book that for you. How many people will be staying and for how long also arriving what day?", "There will be 7 people staying for 2 nights beginning on Thursday.", "My attempt to book your party was unsuccessful. Would you like to try a different length of stay, or a different hotel?", "Would 1 night work instead? If it does could I get the reference number please?", "Yes, 1 night will work. I've booked the hotel for you, and your reference number is FIINUE5N . What else can I help you with?", "That will be all. Thank you.", "Wonderful. 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"act_slot_value": [ "alexander bed and breakfast", "4" ], "span_start": [ 4, 51 ], "span_end": [ 31, 52 ] } }, { "dialog_act": { "act_type": [ "Booking-Inform", "Booking-Request" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "bookday", "bookpeople", "bookstay" ], "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": [ "bookday", "bookpeople", "bookstay" ], "slot_value": [ "thursday", "7", "2" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform", "Hotel-Inform", "Hotel-Inform" ], "act_slot_name": [ "bookpeople", "bookstay", "bookday" ], "act_slot_value": [ "7", "2", "thursday" ], "span_start": [ 14, 35, 57 ], "span_end": [ 15, 36, 65 ] } }, { "dialog_act": { "act_type": [ "Booking-Request", "general-reqmore" ], "act_slots": [ { "slot_name": [ "bookstay" ], "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": [ "bookstay" ], "slot_value": [ "1" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform" ], "act_slot_name": [ "bookstay" ], "act_slot_value": [ "1" ], "span_start": [ 6 ], "span_end": [ 7 ] } }, { "dialog_act": { "act_type": [ "Booking-Book", "general-reqmore" ], "act_slots": [ { "slot_name": [ "ref" ], "slot_value": [ "FIINUE5N" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Booking-Book" ], "act_slot_name": [ "ref" ], "act_slot_value": [ "FIINUE5N" ], "span_start": [ 84 ], "span_end": [ 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" ], "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": [ "Can you help me in finding a suitable guesthouse please?", "There are 24 guest houses available. Is there a particular area of the city you'd prefer to stay in?", "Yes, I'd like to stay in the centre of town please.", "I have two options for you. Both offer free wifi and parking. The El Shaddai has no star rating or the Alexander B & B has a 4-star rating.", "I'll take the El Shaddai please.", "Sure thing. Do you want me to book it for you?", "Yes. I want to book it for 2 nights, 5 people starting on Friday.", "The booking was successful, your reference code is 8090X905 . Do you want further assistance?", "No that's all. Good bye!", "Thank you goodbye!" ], "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": [ [ "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": "find_hotel", "requested_slots": [], "slots_values": { "slots_values_name": [ "hotel-area", "hotel-type" ], "slots_values_list": [ [ "centre" ], [ "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": "find_hotel", "requested_slots": [], "slots_values": { "slots_values_name": [ "hotel-area", "hotel-type" ], "slots_values_list": [ [ "centre" ], [ "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": [ "hotel-name" ], "value": [ "El Shaddai" ], "start": [ 14 ], "exclusive_end": [ 24 ], "copy_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-name", "hotel-type" ], "slots_values_list": [ [ "centre" ], [ "friday" ], [ "5" ], [ "2" ], [ "el shaddai" ], [ "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-area", "hotel-bookday", "hotel-bookpeople", "hotel-bookstay", "hotel-name", "hotel-type" ], "slots_values_list": [ [ "centre" ], [ "friday" ], [ "5" ], [ "2" ], [ "el shaddai" ], [ "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": [ "type" ], "slot_value": [ "guesthouse" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform" ], "act_slot_name": [ "type" ], "act_slot_value": [ "guesthouse" ], "span_start": [ 38 ], "span_end": [ 48 ] } }, { "dialog_act": { "act_type": [ "Hotel-Inform", "Hotel-Request" ], "act_slots": [ { "slot_name": [ "choice", "type" ], "slot_value": [ "24", "guest houses" ] }, { "slot_name": [ "area" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform", "Hotel-Inform" ], "act_slot_name": [ "choice", "type" ], "act_slot_value": [ "24", "guest houses" ], "span_start": [ 10, 13 ], "span_end": [ 12, 25 ] } }, { "dialog_act": { "act_type": [ "Hotel-Inform" ], "act_slots": [ { "slot_name": [ "area" ], "slot_value": [ "centre" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform" ], "act_slot_name": [ "area" ], "act_slot_value": [ "centre" ], "span_start": [ 29 ], "span_end": [ 35 ] } }, { "dialog_act": { "act_type": [ "Hotel-Inform" ], "act_slots": [ { "slot_name": [ "choice", "choice", "internet", "name", "name", "parking", "stars", "stars" ], "slot_value": [ "Both", "two", "yes", "Alexander B & B", "El Shaddai", "yes", "4", "no star rating" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform", "Hotel-Inform", "Hotel-Inform", "Hotel-Inform", "Hotel-Inform", "Hotel-Inform" ], "act_slot_name": [ "choice", "choice", "name", "stars", "name", "stars" ], "act_slot_value": [ "two", "Both", "El Shaddai", "no star rating", "Alexander B & B", "4" ], "span_start": [ 7, 28, 66, 81, 103, 125 ], "span_end": [ 10, 32, 76, 95, 118, 126 ] } }, { "dialog_act": { "act_type": [ "Hotel-Inform" ], "act_slots": [ { "slot_name": [ "name" ], "slot_value": [ "el shaddai" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform" ], "act_slot_name": [ "name" ], "act_slot_value": [ "el shaddai" ], "span_start": [ 14 ], "span_end": [ 24 ] } }, { "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": [] } }, { "dialog_act": { "act_type": [ "Hotel-Inform" ], "act_slots": [ { "slot_name": [ "bookday", "bookpeople", "bookstay" ], "slot_value": [ "friday", "5", "2" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform", "Hotel-Inform", "Hotel-Inform" ], "act_slot_name": [ "bookstay", "bookpeople", "bookday" ], "act_slot_value": [ "2", "5", "friday" ], "span_start": [ 27, 37, 58 ], "span_end": [ 28, 38, 64 ] } }, { "dialog_act": { "act_type": [ "Booking-Book", "general-reqmore" ], "act_slots": [ { "slot_name": [ "ref" ], "slot_value": [ "8090X905" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Booking-Book" ], "act_slot_name": [ "ref" ], "act_slot_value": [ "8090X905" ], "span_start": [ 51 ], "span_end": [ 59 ] } }, { "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", "10", "11", "12", "13", "14", "15" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "Can you help me find a place to go on the east side of town where I can enjoy multiple sports? Thanks.", "There is the cherry hinton village centre. Would you like me to making a reservation for you?", "No thanks, I'd like to call them first. Can you give me the address, phone number and entry fee for Cherry hinton village centre?", "Their phone number is 01223576412 and the postcode cb19ej. They are located at Colville Road, Cherry Hinton.", "looking for a train. The train should go to london liverpool street and should leave on saturday", "Where will you leave from?", "I am leaving from Cambridge.", "how about train TR4078 that leaves at 13:39?", "When will it arrive? I need it to arrive by 19:30.", "how about the TR8530? that train arrives at 19:07", "That will work, go ahead and book that.", "For how many people?", "I don't need need reservations I just need a price and train ID.", "The train ID is TR8530 and the price is 13.28 pounds.", "ok thats it thank you.", "Thank you for letting us help you today." ], "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": [ [ "east" ], [ "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": { 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"slot_value": [ "multiple sports" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Train-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": [ "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" ], "act_slots": [ { "slot_name": [ "price", "trainid" ], "slot_value": [ "13.28 pounds", "TR8530" ] } ] }, "span_info": { "act_type": [ "Train-Inform", "Train-Inform" ], "act_slot_name": [ "trainid", "price" ], "act_slot_value": [ "TR8530", "13.28 pounds" ], "span_start": [ 16, 40 ], "span_end": [ 22, 52 ] } }, { "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" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5" ], "speaker": [ 0, 1, 0, 1, 0, 1 ], "utterance": [ "Hi, I want a moderately priced restaurant located in the south part of town.", "Pizza hut cherry hinton is in the south part of town and in the moderate price range. Would you like their location?", "address and postcode please", "Their address is G4 Cambridge Leisure Park Clifton Way Cherry Hinton and their postcode is C.B 1, 7 D.Y. Is there anything else I can do for you today?", "No, thank you, goodbye.", "enjoy your meal!" ], "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" ], [ "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": [], "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": [ "restaurant" ], "state": [ { "active_intent": "", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [ "restaurant-name" ], "value": [ "Pizza hut cherry" ], "start": [ 0 ], "exclusive_end": [ 16 ], "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-area", "restaurant-name", "restaurant-pricerange" ], "slots_values_list": [ [ "south" ], [ "pizza hut cherry", "pizza hut cherry hilton" ], [ "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": [], "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": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [ "restaurant-area", "restaurant-name", "restaurant-pricerange" ], "slots_values_list": [ [ "south" ], [ "pizza hut cherry hilton", "pizza hut cherry" ], [ "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": [], "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": [ "area", "pricerange" ], "slot_value": [ "south", "moderate" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "pricerange", "area" ], "act_slot_value": [ "moderate", "south" ], "span_start": [ 13, 57 ], "span_end": [ 21, 62 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform", "general-reqmore" ], "act_slots": [ { "slot_name": [ "area", "name", "pricerange" ], "slot_value": [ "south part of town", "Pizza hut cherry hinton", "moderate" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "name", "area", "pricerange" ], "act_slot_value": [ "Pizza hut cherry hinton", "south part of town", "moderate" ], "span_start": [ 0, 34, 64 ], "span_end": [ 23, 52, 72 ] } }, { "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", "general-reqmore" ], "act_slots": [ { "slot_name": [ "address", "postcode", "postcode" ], "slot_value": [ "G4 Cambridge Leisure Park Clifton Way Cherry Hinton", "7 D.Y", "C.B 1" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "address", "postcode", "postcode" ], "act_slot_value": [ "G4 Cambridge Leisure Park Clifton Way Cherry Hinton", "C.B 1", "7 D.Y" ], "span_start": [ 17, 91, 98 ], "span_end": [ 68, 96, 103 ] } }, { "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": [] } } ] }

[ "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 inexpensive Turkish food.", "I'm sorry I do not show anything available. Would you like to try something else?", "Ok, how about an Italian restaurant?", "There are 5 listings matching your criteria. Do you have a preference on the area?", "I do not have a preference of area as long as it's cheap. Please make a suggestion.", "Ask is an Italian restaurant in the cheap priced category, and is the centre of town.", "Can I get the address and phone number?", "Ask is at 12 Bridge Street City Centre and can be reached at 01223 364917. Can I help you anything else today?", "No, thank you. Good bye.", "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": [ [ "turkish" ], [ "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": [ "Turkish" ], "start": [ 25 ], "exclusive_end": [ 32 ], "copy_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": [ [ "italian" ], [ "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": [ "Italian" ], "start": [ 17 ], "exclusive_end": [ 24 ], "copy_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", "restaurant-pricerange" ], "slots_values_list": [ [ "dontcare" ], [ "italian" ], [ "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": [], 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], "span_end": [ 3, 17, 41, 84 ] } }, { "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": [ "12 Bridge Street City Centre", "Ask", "01223 364917" ] }, { "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": [ "Ask", "12 Bridge Street City Centre", "01223 364917" ], "span_start": [ 0, 10, 61 ], "span_end": [ 3, 38, 73 ] } }, { "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-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": [ "Hi! Would you please help me find a hotel to stay at?", "Certainly, what can I use to narrow down your search?", "It needs to be 2 star, have free parking and free wifi.", "We have 3 results. What area are you interested in staying in? And what price range?", "I do not have a preference. Please pick one and get me a booking for 8 people for 3 nights staring from Friday.", "I was able to book you at the Ashley Hotel. Your booking was successful. Reference number is : 79F1XIW2 . Is there anything else I can help you with?", "i also need a train that should leave after 16:45 destination bishops stortford", "I see a departing train leaving at 17:29.", "I need to travel on Monday, departing Cambridge. Does that make a difference?", "That train still meets your criteria. Train TR2530 departs Cambridge for Bishops Stortford on Monday at 17:29. Would you like me to book this?", "Yes, I need 8 tickets. And could you provide the reference number?", "Booking was successful, the total fee is 80.8 GBP payable at the station. Your reference number is 99VHJ3AR . Do you need anything else?", "No thanks, that will be everything.", "It was a pleasure to help you. Have a good day.", "Thank you for your time goodbye!", "thanks for using our services" ], "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": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": 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[ "train" ]

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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 would like a restaurant that serves world food", "Im sorry, there are no restaurants that serve world food. Can I help you with something else?", "How about portuguese food?", "Nandos serves Portuguese and is located in the south part of town and is in the cheap price range.", "What is the phone number and address?", "The phone number is 01223 327908, and the address is Cambridge Leisure Park Clifton Way. May I help you with anything else?", "Thank you goodbye.", "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": [ [ "world" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "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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"Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "name", "food", "area", "pricerange" ], "act_slot_value": [ "Nandos", "Portuguese", "south", "cheap" ], "span_start": [ 0, 14, 47, 80 ], "span_end": [ 6, 24, 52, 85 ] } }, { "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", "phone" ], "slot_value": [ "Cambridge Leisure Park Clifton Way", "01223 327908" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "phone", "address" ], "act_slot_value": [ "01223 327908", "Cambridge Leisure Park Clifton Way" ], "span_start": [ 20, 53 ], "span_end": [ 32, 87 ] } }, { "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", "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": [ "Can you find me an expensive restaurant in the north?", "There are five expensive places to dine in the North. Would you like to try asian oriental cuisine?", "Yes. That's exactly what I'm looking for.", "Saigon City at 169 High Street Chesterton fits the description. Shall I make a reservation for you?", "Yes, please. Can you make a reservation for 7 people at 12:30 on a Tuesday? Thanks", "I made a reservation for you at Saigon City for a party of 7 on Tuesday at 12:30. Your reference is N2FHZ30Y . Is there anything else I can help you with?", "Wonderful. I'm also looking for a cool place to check out in the same area.", "There are 79 attractions, would you like to try cineworld cinema?", "I actually want to find a museum and it should be in the same area as my restaurant", "Sorry, I'm not seeing any results. Want to try a different type or area?", "Let's try for a boat type instead then", "There is one listing here. It is riverboat georgina. Its entrance fee is unlisted but the address is cambridge passenger cruisers, jubilee house, postcode cb43ax and phone 01223902091", "Thanks, I don't need anything else today! bye!", "Ok. 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": [ [ "north" ], [ "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": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "find_attraction", 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"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-food" ], "value": [ "asian oriental" ], "start": [ 76 ], "exclusive_end": [ 90 ], "copy_from": [ "" ], "copy_from_value": [ [] ] } ] }, { "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": [ [ "north" ], [ "asian oriental" ], [ "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": [] } 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"Attraction-Inform" ], "act_slot_name": [ "type" ], "act_slot_value": [ "museum" ], "span_start": [ 26 ], "span_end": [ 32 ] } }, { "dialog_act": { "act_type": [ "Attraction-NoOffer", "Attraction-Request" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "area", "type" ], "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": [ "type" ], "slot_value": [ "boat" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform" ], "act_slot_name": [ "type" ], "act_slot_value": [ "boat" ], "span_start": [ 16 ], "span_end": [ 20 ] } }, { "dialog_act": { "act_type": [ "Attraction-Inform" ], "act_slots": [ { "slot_name": [ "address", "choice", "name", "phone", "postcode" ], "slot_value": [ "cambridge passenger cruisers, jubilee house", "one", "riverboat georgina", "01223902091", "cb43ax" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform", "Attraction-Inform", "Attraction-Inform", "Attraction-Inform", "Attraction-Inform" ], "act_slot_name": [ "choice", "name", "address", "postcode", "phone" ], "act_slot_value": [ "one", "riverboat georgina", "cambridge passenger cruisers, jubilee house", "cb43ax", "01223902091" ], "span_start": [ 9, 33, 101, 155, 172 ], "span_end": [ 12, 51, 144, 161, 183 ] } }, { "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": [ "Hello, do you have any information regarding interesting theatres to visit in the centre of town?", "Sure thing, there are four theatres in the centre of town. ADC Theatre, Cambridge Arts Theatre, Mumford Theatre, and The Cambridge Corn Exchange.", "I'm interested in one of the theatres! Can I get the entrance fee information for those?", "I'm sorry, but none of the theaters list the entrance fee. Would you like the phone number for any of them?", "That's okay, could you provide me with the postcode and address, please? Also, I am looking for a train leaving after 16:00 this Monday.", "The ADC Theatre is located on Park Street and its postcode is cb23pj. Before I find your train, could you tell me where you would like to go?", "Of course, silly me :P I am looking for a train from cambridge to stevenage", "The TR0254 leaves Cambridge at 17:21.", "Awesome, thank you very much! I'm pretty sure that's all I need right now, but I'll be back if I think of anything else. Later!", "Great thank you for using our system." ], "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" ], [ "theatre" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "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", "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": [ "Yes, I am hoping you can give me some information on a train.", "Can you please give me more information? There are numerous trains leaving on Friday to Cambridge.", "I am leaving cambridge on Tuesday and going to Birmingham new street.", "Sure, there are plenty of trains that match your requirements. Did you have a particular time of day you were wanting to travel on Friday?", "I would like to leave after 21:45.", "There are two trains that fit your criteria. One will arrive at 24:33 and the other at 01:44. Which suits your needs?", "How about the one arriving at 01:44.", "How many tickets can I book for you?", "What is the travel time for the one arriving at 1:44.", "The travel time for TR4724 is 163 minutes.", "I would also like to go to a museum.", "There are 23 museums available. Which part of town do you prefer?", "I'm fine with any area of town.", "we have lovely museums in the east, west, south and centre. I prefer the byard art myself that's in the south", "I would like to give that a try. What is the entrance fee, phone number and area?", "byard art museum is located in the south part of town. Their entrance fee is free. Their phone number is 01223464646. Can I further assist you today?", "Thanks so much. That's all I need. Goodbye!", "You are welcome! I hope you enjoy your time at the museum. 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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 need a South restaurant with british food.", "I'm sorry but I cannot find any british food located in the south part of town.", "Is there a chinese restaurant in the south part of town?", "I've found three Chinese restaurants in the south part of town. Does price range matter to you?", "No, any price range is fine. I would just like to know the address and price range of one of the restaurants.", "Peking Restaurant is an expensive Chinese restaurant that is located at 10 Homerton Street City Centre. Is there anything else I can help you with today?", "No, thank you.", "Thank you." ], "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-food" ], "slots_values_list": [ [ "south" ], [ "british" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_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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"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": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "area", "food" ], "slot_value": [ "south", "chinese" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "food", "area" ], "act_slot_value": [ "chinese", "south" ], "span_start": [ 11, 37 ], "span_end": [ 18, 42 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform", "Restaurant-Request" ], "act_slots": [ { "slot_name": [ "area", "choice", "food" ], "slot_value": [ "south part of town", "three", "Chinese" ] }, { "slot_name": [ "pricerange" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "choice", "food", "area" ], "act_slot_value": [ "three", "Chinese", "south part of town" ], "span_start": [ 11, 17, 44 ], "span_end": [ 16, 24, 62 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform", "Restaurant-Request" ], "act_slots": [ { "slot_name": [ "pricerange" ], "slot_value": [ "dontcare" ] }, { "slot_name": [ "address", "pricerange" ], "slot_value": [ "?", "?" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform" ], "act_slot_name": [ "pricerange" ], "act_slot_value": [ "dontcare" ], "span_start": [ 4 ], "span_end": [ 8 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform", "general-reqmore" ], "act_slots": [ { "slot_name": [ "address", "food", "name", "pricerange" ], "slot_value": [ "10 Homerton Street City Centre", "Chinese", "Peking Restaurant", "expensive" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "name", "pricerange", "food", "address" ], "act_slot_value": [ "Peking Restaurant", "expensive", "Chinese", "10 Homerton Street City Centre" ], "span_start": [ 0, 24, 34, 72 ], "span_end": [ 17, 33, 41, 102 ] } }, { "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" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5" ], "speaker": [ 0, 1, 0, 1, 0, 1 ], "utterance": [ "Are you able to find me a french expensive restaurant?", "There are 2 expensive French restaurants. Restaurant Two Two, and Cote. Which would you like to book?", "I like the sound of Restaurant Two Two, could you give me their postcode, address and phone number?", "Restaurant Two Two is located at 22 Chesterton Road, Chesterton. Their postcode is cb43ax. You can reach them at 01223351880. Any other information I can provide?", "No, that's everything I needed today. Thank you.", "You're quite welcome! Thanks for contacting the Cambridge TownInfo Centre 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-food", "restaurant-pricerange" ], "slots_values_list": [ [ "french" ], [ "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": { "slots_values_name": [], 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"expensive" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "choice", "pricerange", "food", "name", "name" ], "act_slot_value": [ "2", "expensive", "French", "Restaurant Two Two", "Cote" ], "span_start": [ 10, 12, 22, 42, 66 ], "span_end": [ 11, 21, 28, 60, 70 ] } }, { "dialog_act": { "act_type": [ "Restaurant-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": [ "Restaurant-Inform", "general-reqmore" ], "act_slots": [ { "slot_name": [ "address", "address", "name", "phone", "postcode" ], "slot_value": [ "22 Chesterton Road", "Chesterton", "Restaurant Two Two", "01223351880", "cb43ax" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "name", "address", "postcode", "phone" ], "act_slot_value": [ "Restaurant Two Two", "22 Chesterton Road", "cb43ax", "01223351880" ], "span_start": [ 0, 33, 83, 113 ], "span_end": [ 18, 51, 89, 124 ] } }, { "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", "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 want to know where I can go in the town centre of Cambridge.", "There are many places to go in the centre. Are you looking for an attraction or restaurant?", "An attraction of any type would be fine as long as it's in the centre, please.", "I could recommend old schools. It is architecture and free to see. Would you like more information?", "Yes tell me one of those recommendations.", "Old Schools is an architectural attraction on Trinity Lane that has no entrance fee. Their phone number is 01223332320. Can I help you with anything else?", "Can you provide me the full address including postal code? Thanks.", "The address listed for Old Schools is simply Trinity Lane. And their postcode is cb21tt. Is there anything more I can do for you today?", "Yes, I would also like to find an expensive restaurant in the same area.", "What kind of food would you like and what price range", "I would prefer British food and an expensive price range if possible.", "I have three restaurants in the town centre that meet your needs. Might I suggest the Cambridge Chop house or Fitzbillies restaurant?", "Can you please recommend one and give me their postcode and phone number?", "The Cambridge Chop House is a favorite of mine. It's located at 1 Kings Parade. Would you like me to book it for you?", "No thanks, but I am interested in getting a tax from Old Schools to the Cambridge Chop House. Can you help?", "What time will you be needing the taxi service for?", "I would like to leave Old Schools by 19:00.", "Okay your all set! A red lexus will be picking you up the contact number is 07885505407, is there anything else I can help you with today?", "Thank you that will be all I need.", "I'm happy to have been of service. 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[ "attraction", "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": [ "Can I please get a train ticket from Norwich to Cambridge?", "We have many trains available but to help find the right one could you provide me with what day you will be departing and your departure time and arrival?", "I will be leaving after 15:15 on Tuesday.", "TR4180 leaves at 15:16. Does that work for you?", "Perfect, can I get 8 tickets?", "Booking was successful, the total fee is 140.8 GBP payable at the station . Reference number is : CO0GWJCJ . Can I help you with anything else today?", "i am also looking for places to go in town. The attraction should be in the type of park.", "We have a lot of excellent options. Is there a particular area you'd like to visit?", "Yes, I would like to visit a park.", "There are parks in the centre, east, north and south. Could you please let me know which area you prefer?", "The area doesn't matter, can you recommend one?", "There is the Cherry Hinton Water Play park in the east. It's free to get into.", "Can I get the phone number and the postcode?", "Sure, the phone number is 01223446011 and the postcode is cb18dw. Is there anything else I can help you with?", "Yes, I would like to find a park to go to. I will need the phone number and postcode. Also, what is the entrance fee for this? Thanks!", "It is free admission.", "Okay, that's all I need, thank you so much!", "Have a nice 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": [ [ "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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[ "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": [ "Could you help me find a 0 star hotel?", "The cityroomz is a 0 star hotel in the moderate price range. It is in the centre of town. Would you like me to book it for you?", "Is the cityroomz a guesthouse? That's what I'm looking for.", "No, Cityroomz is a hotel. The City Center North B&B or the El Shaddai are 0 star guesthouses.", "You know what, the hotel will actually work for me. Can you tell me where Cityroomz is located?", "Sure. It's in the centre on Station Road. Anything else?", "Yes, can you book that for me for 5 people and 4 nights? I need it on Sunday.", "Sorry, that booking wasn't available. Maybe another day or a shorter stay would work?", "How about two night?", "That worked. Your reference number is YZMQ4JNN .", "Thank you, good bye.", "Have a wonderful time, good bye." ], "frames": [ { "service": [ "hotel", "taxi", "train", "bus", "police", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_hotel", "requested_slots": [], "slots_values": { "slots_values_name": [ "hotel-stars", "hotel-type" ], "slots_values_list": [ [ "0" ], [ "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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], "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": [ "bookstay" ], "slot_value": [ "2" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform" ], "act_slot_name": [ "bookstay" ], "act_slot_value": [ "2" ], "span_start": [ 10 ], "span_end": [ 13 ] } }, { "dialog_act": { "act_type": [ "Booking-Book" ], "act_slots": [ { "slot_name": [ "ref" ], "slot_value": [ "YZMQ4JNN" ] } ] }, "span_info": { "act_type": [ "Booking-Book" ], "act_slot_name": [ "ref" ], "act_slot_value": [ "YZMQ4JNN" ], "span_start": [ 38 ], "span_end": [ 46 ] } }, { "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" ]

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I booked you a table in the oak bistro which is in the center part of the town. Your reservation number is CMJ6WM0Z .", "Great, thanks for that. See you!", "Sure, I'm here to help you. 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", "restaurant-pricerange" ], "slots_values_list": [ [ "bistro" ], [ "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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[ "attraction", "hotel" ]

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Thanks so much.", "Thank you for using our system today!" ], "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": [ [ "kirkwood 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", 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"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" ]

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Any cuisine is fine.", "I was able to book you for the yippee noodle bar, your reference number is E6ERFBKG", "Thank you and goodbye", "Good bye to you, let us know if you need us again." ], "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": 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[]

{ "turn_id": [ "0", "1", "2", "3" ], "speaker": [ 0, 1, 0, 1 ], "utterance": [ "Yes, could you help me find the Parkside Police Station please?", "The Parkside Police Station is located at Parkside, Cambridge CB11JG. The phone number is 01223358966. Is there anything else I can help you with?", "Thank you. That's all I need.", "Thank you for contacting us." ], "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": { 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"copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] } ], "dialogue_acts": [ { "dialog_act": { "act_type": [ "Police-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": [ "Police-Inform" ], "act_slots": [ { "slot_name": [ "address", "name", "phone", "postcode" ], "slot_value": [ "Parkside, Cambridge", "Parkside Police", "01223358966", "CB11JG" ] } ] }, "span_info": { "act_type": [ "Police-Inform", "Police-Inform", "Police-Inform", "Police-Inform" ], "act_slot_name": [ "name", "address", "postcode", "phone" ], "act_slot_value": [ "Parkside Police", "Parkside, Cambridge", "CB11JG", "01223358966" ], "span_start": [ 4, 42, 62, 90 ], "span_end": [ 19, 61, 68, 101 ] } }, { "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": [] } } ] }

[ "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": [ "Can you help me find a place to stay that is expensive and includes free parking?", "Absolutely, what area were you wanting to stay in?", "Area doesn't really matter, but I would like a 3-star place with internet.", "There are two hotels that meet your preferences. I suggest the Gonville Hotel as it's in the city centre.", "Could you give me the address, please?", "They are located at gonville place. Would you like to book a room there?", "Nah, not right now. I do need info on a train though. What's the schedule like on Sunday trains leaving cambridge?", "I'll be happy to help you with that. Where would you like to travel to?", "How about a train that will arrive by 12:15 heading to london liverpool street?", "Train TR0995 arrives by 11:27. Would you like me to book you a ticket?", "Yes, that sounds perfect. Can you make me a booking for 1 person please?", "Booking was successful, the total fee is 13.28 GBP payable at the station . Reference number is : 39JEV1T5 .", "Excellent, thank you!", "Is there anything else I can help you with?", "Thank you for your help.", "You are welcome. Let us know if you need anymore assistance." ], "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" ], [ "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": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", 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"dialog_act": { "act_type": [ "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": [ "internet", "stars" ], "slot_value": [ "yes", "3" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform" ], "act_slot_name": [ "stars" ], "act_slot_value": [ "3" ], "span_start": [ 47 ], "span_end": [ 48 ] } }, { "dialog_act": { "act_type": [ "Hotel-Inform", "Hotel-Recommend" ], "act_slots": [ { "slot_name": [ "choice", "type" ], "slot_value": [ "two", "hotels" ] }, { "slot_name": [ "area", "name" ], "slot_value": [ "city centre", "Gonville Hotel" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform", "Hotel-Inform", "Hotel-Recommend", "Hotel-Recommend" ], "act_slot_name": [ "choice", "type", "name", "area" ], "act_slot_value": [ "two", "hotels", "Gonville Hotel", "city centre" ], 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"arriveby" ], "act_slot_value": [ "TR0995", "11:27" ], "span_start": [ 6, 24 ], "span_end": [ 12, 29 ] } }, { "dialog_act": { "act_type": [ "Train-Inform" ], "act_slots": [ { "slot_name": [ "bookpeople" ], "slot_value": [ "1" ] } ] }, "span_info": { "act_type": [ "Train-Inform" ], "act_slot_name": [ "bookpeople" ], "act_slot_value": [ "1" ], "span_start": [ 56 ], "span_end": [ 57 ] } }, { "dialog_act": { "act_type": [ "Train-OfferBooked" ], "act_slots": [ { "slot_name": [ "price", "ref" ], "slot_value": [ "13.28 GBP", "39JEV1T5" ] } ] }, "span_info": { "act_type": [ "Train-OfferBooked", "Train-OfferBooked" ], "act_slot_name": [ "price", "ref" ], "act_slot_value": [ "13.28 GBP", "39JEV1T5" ], "span_start": [ 41, 98 ], "span_end": [ 50, 106 ] } }, { "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": [] } }, { "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": [] } } ] }

[ "taxi" ]

{ "turn_id": [ "0", "1", "2", "3" ], "speaker": [ 0, 1, 0, 1 ], "utterance": [ "Can you help me book a taxi please?", "Yes what is your departure site?", "I am departing from sheep's green and lammas land park fen causeway.", "What time do you want to leave ?" ], "frames": [ { "service": [ "taxi", "train", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_taxi", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "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": [ "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": [ [ "sheep's green and lammas land park", "sheeps green and lammas land park" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "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": [ "sheep's green and lammas land park" ], "start": [ 20 ], "exclusive_end": [ 54 ], "copy_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": [ "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" ], "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" ], "slot_value": [ "sheep's green and lammas land park" ] } ] }, "span_info": { "act_type": [ "Taxi-Inform" ], "act_slot_name": [ "departure" ], "act_slot_value": [ "sheep's green and lammas land park" ], "span_start": [ 20 ], "span_end": [ 54 ] } }, { "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": [] } } ] }

[ "attraction" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5" ], "speaker": [ 0, 1, 0, 1, 0, 1 ], "utterance": [ "Good Morning, I am looking for a place to on the east side that has entertainment", "Ok, cherry hinton hall and grounds is in the east side of town. Would you like the address?", "Yes, and the postcode please!", "cb18dw is their postcode.", "Thank You. I think that's all I need.", "You're welcome! Have a great day! Goodbye." ], "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": [ [ "east" ], [ "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": [] } }, { "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-postcode" ], "slots_values": { "slots_values_name": [ "attraction-area", "attraction-type" ], "slots_values_list": [ [ "east" ], [ "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": [] } }, { "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": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [ "attraction-area", "attraction-type" ], "slots_values_list": [ [ "east" ], [ "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": [] } }, { "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", "type" ], "slot_value": [ "east", "entertainment" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform", "Attraction-Inform" ], "act_slot_name": [ "area", "type" ], "act_slot_value": [ "east", "entertainment" ], "span_start": [ 49, 68 ], "span_end": [ 53, 81 ] } }, { "dialog_act": { "act_type": [ "Attraction-Inform" ], "act_slots": [ { "slot_name": [ "area", "name" ], "slot_value": [ "east", "cherry hinton hall and grounds" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform", "Attraction-Inform" ], "act_slot_name": [ "name", "area" ], "act_slot_value": [ "cherry hinton hall and grounds", "east" ], "span_start": [ 4, 45 ], "span_end": [ 34, 49 ] } }, { "dialog_act": { "act_type": [ "Attraction-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": [ "Attraction-Inform" ], "act_slots": [ { "slot_name": [ "postcode" ], "slot_value": [ "cb18dw" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform" ], "act_slot_name": [ "postcode" ], "act_slot_value": [ "cb18dw" ], "span_start": [ 0 ], "span_end": [ 6 ] } }, { "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": [] } } ] }