Datasets:

multi_woz_v22

like 21

[ "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'm looking for an expensive restaurant in the center of town.", "Certainly. Some choices that fit your criteria are Bedouin, Kymmoy, and Fitzbillies Restaurant.", "What are the different food types of these restaurants?", "In the same order: African, Asian Oriental, British. Do any of these fancy you?", "Not actually. I won't be needing anything else at this time. thank you. Good bye.", "You don't need any other information?", "That's all I need from you today. Thanks.", "Alright. I hope you have a wonderful day!", "Thank you for your help", "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-area", "restaurant-pricerange" ], "slots_values_list": [ [ "centre" ], [ "expensive" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] }, { "service": [ "restaurant", "taxi", "train", "bus", "police", "hotel", "attraction", "hospital" ], "state": [ { "active_intent": "find_restaurant", "requested_slots": [ "restaurant-food" ], "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": [] } }, { 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"slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] }, { "service": [ "restaurant", "taxi", "train", "bus", "police", "hotel", "attraction", "hospital" ], "state": [ { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [ "restaurant-area", "restaurant-pricerange" ], "slots_values_list": [ [ "centre" ], [ "expensive" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "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-pricerange" ], "slots_values_list": [ [ "centre" ], [ "expensive" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "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-pricerange" ], "slots_values_list": [ [ "centre" ], [ "expensive" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "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": [ "centre", "expensive" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "pricerange", "area" ], "act_slot_value": [ "expensive", "centre" ], "span_start": [ 19, 47 ], "span_end": [ 28, 53 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "name", "name", "name" ], "slot_value": [ "Bedouin", "Fitzbillies Restaurant", "Kymmoy" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "name", "name", "name" ], "act_slot_value": [ "Bedouin", "Kymmoy", "Fitzbillies Restaurant" ], "span_start": [ 51, 60, 72 ], "span_end": [ 58, 66, 94 ] } }, { "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", "Restaurant-Select" ], "act_slots": [ { "slot_name": [ "food", "food", "food" ], "slot_value": [ "African", "Asian Oriental", "British" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "food", "food", "food" ], "act_slot_value": [ "African", "Asian Oriental", "British" ], "span_start": [ 19, 28, 44 ], "span_end": [ 26, 42, 51 ] } }, { "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-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": [] } }, { "dialog_act": { "act_type": [ "general-thank" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-bye", "general-welcome" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

[ "attraction", "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "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": [ "Hi! I'm looking for an attraction named Kambar.", "It is a nightclub in centre at 1 wheeler street. Phone is 01223842725. Do you need any more information?", "thanks i want to get its entry fee and address", "The address was just given to you and the phone is 01223842725.", "Is there a entrance fee?", "Yes, there is a 5 pound entrance fee for the club.", "I am also interested in a place to stay, that includes free parking.", "Do you have an area or price range in mind?", "I would like an expensive 3-star hotel.", "Gonville hotel is in the centre, the lensfield is in the south, any preferences?", "What do you recommend?", "in my opinion, the lensfield is much more updated than the gonville. do you need me to book a room?", "Just to confirm, does the Lensfield have free parking? If so I'd like to book for 6 people, 3 nights, starting on thursday.", "The Lensfield Hotel does have free parking. I can assist you with that reservation.", "Yes, can you please book a room with the details I already provided.", "Your room has been booked. Your reference number is CAFW873C .", "Thank you so much. I appreciate your help with this.", "No problem. Is there anything else I can help you with today?", "That is all, thank you for all your help.", "You're welcome, let me know if I can assist with 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-name" ], "slots_values_list": [ [ "kambar" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "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": [ "attraction-name" ], "value": [ "Kambar" ], "start": [ 40 ], "exclusive_end": [ 46 ], "copy_from": [ "" ], "copy_from_value": [ [] ] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] }, { "service": [ "attraction", "taxi", "train", "bus", "police", "hotel", "restaurant", "hospital" ], "state": [ { "active_intent": "find_attraction", "requested_slots": [ "attraction-address" ], "slots_values": { "slots_values_name": [ "attraction-name" ], "slots_values_list": [ [ "kambar" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_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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"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", "taxi", "attraction" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I'm looking for a cheap portuguese restaurant", "Nandos in the South and Nandos City Centre in Centre meet that criteria. Would you like more information on either of these?", "Yes, could I get the location and the phone number please.", "Do you want the information on Nandos in the south or the Nandos City Centre?", "I prefer the Nandos in the City Center. Also, I need information about museums or art galleries in the west.", "Nandos' number is 01223327908. There are several museums in the west. I've heard that Cafe Jello Gallery has some lovely pieces. Or would you like to hear about the others?", "Yes, I am looking to kill some time in town. Are there any museums on the west side?", "Yes, Cafe Jello Gallery fits that bill. Admission is free and it is located at Cafe Jello Gallery, 13 Magdalene Street. There are others in the area as well.", "Thank you. What is the post code for Cafe Jello Gallery?", "Their postcode is cb30af.", "Great I also need to get a taxi between the two places.", "Okay. Which site will you need to be picked up from, and what is your timeframe?", "I would like to leave the restaurant by 04:00.", "I have booked the taxi for you picking you up at 04:00 at nandos going to the cafe jello gallery. Look out for a grey toyota.", "Can I get a contact number at least?", "The contact number is 07107662669.", "Thank you, that should be all for today.", "Thank you for using the service, have a good 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": [ [ "portuguese" ], [ "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": [], 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{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I'm looking for some cheap Chinese food. Got any restaurants that fit the bill?", "Yes there are four. What area would you like to dine in, the centre or south?", "I would like the centre.", "There are 3 cheap chinese restaurants in the centre. charlie chan, rice house, and golden house. Would you like to make a reservation?", "Yes, I'd like to make a reservation at the Rice House for one person at 11:00 on Sunday please.", "I made a booking for you on that day. Your reference number is O2T3BYQU . What else can I do for you?", "I am looking for any multiple sport attractions near the restaurant to visit.", "We don't have any sports attractions in the centre.", "Are there any museums in that area?", "Yes, quite a few! There's the Museum of Archaeology and Anthropology, the Whipple Museum of the History of Science, and more. Would you like to hear about some of the others?", "Please provide the entrance fees.", "The entrance fees vary. I can show you something with no entrance fee if you'd like?", "I would like you to pick a nice on and give me more info on it please.", "castle galleries has free entry. Their phone number is 01223307402, postcode cb23bj, and address unit su43, grande arcade, saint andrews street", "Yes that one sounds nice. Can you tell me when they open and close also?", "I'm sorry their hours aren't listed, you can call them at 01223307402 for that information. Is there anything else you need help with today?", "No that's everything for me today! Thank you!", "Thank you for choosing Cambridge TownInfo centre. 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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", "train" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17", "18", "19", "20", "21", "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'm looking for an indonesian restaurant that's moderate in price.", "There are no Indonesian restaurants in the moderate price range would you like me to search for something else?", "Are you sure? I thought there was one located in the centre of town.", "Unfortunately I do not see any indonesian restaurants. Maybe you would like asain instead?", "Asian oriental food sounds good. What options do you have available?", "I have a few, what price range do you prefer?", "I'm not really worried about price. Which do you suggest that is located in the centre?", "Th Kymmoy is expensive but very nice.", "I think I would like to be in the moderate price range please.", "The yippee noddle bar is in the moderate price range. Would you like to book a table?", "Actually, can you give me the phone number for Yippee Noodle Bar instead?", "Absolutely. Their phone number is 01223518111. Is there anything else I can help you with?", "I am also looking for a train. The train should arrive by 16:15 and should leave on Friday.", "I'm sure we can find your perfect train for you. What are your departure and arrival locations?", "I want to go to norwich from cambridge.", "The first train from Cambridge to Norwich leaves at 05:36, and there are trains every hour thereafter. The duration of the trip is 79 minutes. Which departure time works best for you?", "Can you suggest one? I would like to arrive in Norwich about 4:15 PM.", "I would recommend TR8314, which will get you there at 15:55. Would you like me to book your ticket?", "Yes, one ticket please.", "Booking was successful, the total fee is 17.6 GBP payable at the station .", "When does the TR8314 leave?", "It will leave at 14:36", "Great! Thanks for all your help.", "Is there anything else I can help you with today?", "No, that is all. Thanks, goodbye.", "You're welcome! 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{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I'm in the mood for some modern eclectic food so please find me a cheap restaurant that sells some", "I'm sorry, I wasn't able to find any of those.", "How about Indian, instead?", "There are four cheap Indian restaurants in Cambridge. What area of town were you interested in?", "I want one on the west side of town. If there's not one there then the centre of town will be fine.", "we don't have any on the westside, but three in the city centre. Might I suggest the Kohinoor?", "That sounds great! Could you book a table there for 12:00 on Saturday? Just me.", "Booking was successful. The table will be reserved for 15 minutes. Reference number is : VSJ2W6N3 . Can I help you with anything else?", "I am also looking for a place to stay.", "What area would you like it to be in?", "The area doesn't matter.", "Well do you have a price preference?", "I would prefer a guesthouse and free wifi and parking.", "Do you have a price range or star rating in mind?", "I don't care, book it for the same group of people and 2 nights starting from the same day.", "Your booking number is GC8V34OD for the Acorn guest house at 154 chesterton road for 1 person on Saturday for 2 days is set.", "Thank you, that is all that I need.", "Thank you for using our services. 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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": [ "Yes, I am looking forward to trying some local restaurants when I am there. Can you help me find a place to dine?", "What type of cuisine do you enjoy?", "I enjoy Chinese food.", "You have many choices for chinese in cambridge, any preference on price or area?", "I would like that to be in a expensive price range and should be in the centre.", "I have three places fitting that. Shall I book one?", "Yes. Wednesday. 6 people at 15:30.", "Booking was successful at HK Fusion. The table will be reserved for 15 minutes. Reference number is : 1ZF8E0IV . Anything else I can help with?", "I'm also looking for a particular attraction. It's called Scudamores Punting Co. Could you give me their information?", "Scudamores is a fun boat attraction in the center of town. They're located at Granta Place, Mill Lane, cb21rs. Can I help with anything else today?", "Yes. Can I also have their phone number.", "Sure. You can phone at 01223359750. What else can I help with?", "That will be all, thank you.", "I am glad I could help you, Thank you." ], "frames": [ { "service": [ "taxi", "train", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "find_restaurant", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", 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[ "restaurant" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I'm looking for an inexpensive African restaurant.", "Sorry, no matches matched your search. Do you want a different price range?", "No thank you. Is there any inexpensive restaurants that serve Asian oriental food?", "Yes, Dojo Noodle Bar and J Restaurant in the city centre both have what you're looking for. Would you like to book a table at one of them?", "That sounds great. Would you book either of those for me for Wednesday at 20:00 for 6 people?", "I was able to book at J restaurant for you. Your reference number is 3KVIT5AR . They will only hold the table for 15 minutes. Is there anything else?", "Nope that sounds great, thank you", "You're welcome. 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-food", "restaurant-pricerange" ], "slots_values_list": [ [ "african" ], [ "cheap" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", 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[ "restaurant", "train" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I need a train leaving Cambridge on Sunday.", "Can I get your destination please?", "Stansted Airport please.", "What time would you like to leave?", "Leave after 14:45. I need a booking for 7 people and the reference number.", "Booking was successful, the total fee is 56.56 GBP payable at the station. Reference number is : LZY6ET2M . Is there anything else I can assist you with today?", "i'm also looking for info about a restaurant.", "What part of town would you like ?", "I am specifically looking for a restaurant called fitzbillies restaurant. I am wanting to book a table for 10:15 for 7 people on Sunday.", "Alright I booked that, and your reference is PMCEY5JA . Anything else I can do?", "Thanks so much for your help, I think that will be all I need today.", "You're very welcome. Enjoy your stay." ], "frames": [ { "service": [ "train", "taxi", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_train", "requested_slots": [], "slots_values": { "slots_values_name": [ "train-day", "train-departure" ], "slots_values_list": [ [ "sunday" ], [ "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": "find_restaurant", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", 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"10:15", "fitzbillies restaurant" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "name", "booktime", "bookpeople", "bookday" ], "act_slot_value": [ "fitzbillies restaurant", "10:15", "7", "sunday" ], "span_start": [ 50, 107, 117, 129 ], "span_end": [ 72, 112, 118, 135 ] } }, { "dialog_act": { "act_type": [ "Booking-Book", "general-reqmore" ], "act_slots": [ { "slot_name": [ "ref" ], "slot_value": [ "PMCEY5JA" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Booking-Book" ], "act_slot_name": [ "ref" ], "act_slot_value": [ "PMCEY5JA" ], "span_start": [ 45 ], "span_end": [ 53 ] } }, { "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": [ 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[ "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I am looking for the Limehouse hotel.", "The Limehouse guesthouse is located in the north at 78-80 Milton Road", "I'd like to make a reservation for Thursday for 6 people and we want to stay 2 nights please.", "I'm sorry, but there are no rooms available for the days you have requested. Would you like to try another hotel?", "Yes, in the same price range please.", "I am sorry there are no others in that price range or in that area,could I search another area for one?", "Are you sure there's nothing available? I really need something in the same price range as Limehouse.", "I show acorn guest house which is in the same area and price range. Would you like me to check availability there?", "Yes please check it for me.", "I have good news. I was able to book you into the Acorn guesthouse and your reference number is DT4ENVMJ .", "Oh good. Thank you for your help!", "Is there anything else I can help you with today?", "No. that's all. Thanks again!", "Thank you for using our service." ], "frames": [ { "service": [ "hotel", "taxi", "train", "bus", "police", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_hotel", "requested_slots": [], "slots_values": { "slots_values_name": [ "hotel-name" ], "slots_values_list": [ [ "limehouse" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "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" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I am staying in the centre of cambridge, can you tell me about places to go there?", "Sure, what type of place interests you?", "It doesn't matter but can I get their entrance fee.", "Castle Galleries is located in the centre of town and are free to enter.", "OK, that sounds great. I also need a train to get me to Cambridge.", "I have several options but if you let me know your preferred departure point, day and time i can recommend the best option for you.", "I will be departing from Kings Lynn on Saturday.", "i found 19.what time would you like to go", "I need to leave after 20:00.", "I have 4 trains that match your criteria. The first leaves at 20:11, then 21:11. 22:11 and 23:11. Which one would you like to book?", "Please book the one for 21:11 please.", "Okay. Booking was successful. Your reference number is CJNO95ZP . Anything else?", "That is all I needed. Thanks!", "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-area" ], "slots_values_list": [ [ "centre" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "find_train", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], 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[]

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"NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "find_hospital", "requested_slots": [ "hospital-address", "hospital-postcode", "hospital-phone" ], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] }, { "service": [ "taxi", "train", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "find_hospital", "requested_slots": [ "hospital-address" ], "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": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] } ], "dialogue_acts": [ { "dialog_act": { "act_type": [ "Hospital-Inform" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Hospital-Inform", "Hospital-Request" ], "act_slots": [ { "slot_name": [ "address", "name" ], "slot_value": [ "Hills Rd, Cambridge", "Addenbrookes" ] }, { "slot_name": [ "department" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [ "Hospital-Inform", "Hospital-Inform" ], "act_slot_name": [ "name", "address" ], "act_slot_value": [ "Addenbrookes", "Hills Rd, Cambridge" ], "span_start": [ 0, 28 ], "span_end": [ 12, 47 ] } }, { "dialog_act": { "act_type": [ "Hospital-Request" ], "act_slots": [ { "slot_name": [ "address", "phone", "postcode" ], "slot_value": [ "?", "?", "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Hospital-Inform", "general-welcome" ], "act_slots": [ { "slot_name": [ "phone", "postcode" ], "slot_value": [ "01223245151", "CB20QQ" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Hospital-Inform", "Hospital-Inform" ], "act_slot_name": [ "phone", "postcode" ], "act_slot_value": [ "01223245151", "CB20QQ" ], "span_start": [ 20, 52 ], "span_end": [ 31, 58 ] } }, { "dialog_act": { "act_type": [ "Hospital-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": [ "Hospital-Inform" ], "act_slots": [ { "slot_name": [ "address" ], "slot_value": [ "Hills Rd in Cambridge" ] } ] }, "span_info": { "act_type": [ "Hospital-Inform" ], "act_slot_name": [ "address" ], "act_slot_value": [ "Hills Rd in Cambridge" ], "span_start": [ 8 ], "span_end": [ 29 ] } }, { "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": [ "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": [ "i am looking for a particular restaurant. Its name is called restaurant two two.", "Restaurant Two Two is an expensive french restaurant on the north side. Would you like to make a reservation?", "Can you book a table for 8 people at 11:00 on thursday?", "Yes, your ref. # is E7D8F4SM . Can I help you with anything more?", "No thank you! That is all!", "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": [ [ "restaurant two two" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "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": [ "restaurant two two" ], "start": [ 61 ], "exclusive_end": [ 79 ], "copy_from": [ "" ], "copy_from_value": [ [] ] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_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-name" ], "slots_values_list": [ [ "thursday" ], [ "8" ], [ "11:00" ], [ "restaurant two two" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [ "restaurant-booktime" ], "value": [ "11:00" ], "start": [ 37 ], "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": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [ "restaurant-bookday", "restaurant-bookpeople", "restaurant-booktime", "restaurant-name" ], "slots_values_list": [ [ "thursday" ], [ "8" ], [ "11:00" ], [ "restaurant two two" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "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": [ "name" ], "slot_value": [ "restaurant two two" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform" ], "act_slot_name": [ "name" ], "act_slot_value": [ "restaurant two two" ], "span_start": [ 61 ], "span_end": [ 79 ] } }, { "dialog_act": { "act_type": [ "Booking-Inform", "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "area", "food", "name", "pricerange" ], "slot_value": [ "north side", "french", "Restaurant Two Two", "expensive" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "name", "pricerange", "food", "area" ], "act_slot_value": [ "Restaurant Two Two", "expensive", "french", "north side" ], "span_start": [ 0, 25, 35, 60 ], "span_end": [ 18, 34, 41, 70 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "bookday", "bookpeople", "booktime" ], "slot_value": [ "thursday", "8", "11:00" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "bookpeople", "booktime", "bookday" ], "act_slot_value": [ "8", "11:00", "thursday" ], "span_start": [ 25, 37, 46 ], "span_end": [ 26, 42, 54 ] } }, { "dialog_act": { "act_type": [ "Booking-Book", "general-reqmore" ], "act_slots": [ { "slot_name": [ "ref" ], "slot_value": [ "E7D8F4SM" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Booking-Book" ], "act_slot_name": [ "ref" ], "act_slot_value": [ "E7D8F4SM" ], "span_start": [ 20 ], "span_end": [ 28 ] } }, { "dialog_act": { "act_type": [ "general-thank" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-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" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "Hi, I'm going to be visiting soon, and I am interested in trying a restaruant called Curry Prince. Could you give me more information about it?", "Yes it's an Indian restaurant in the east at the moderate price range. Would you like the address and phone number?", "No but I would like to make a booking for 5 people at 18:30 on sunday.", "No problem! I got that booked for your party of five. The reference number is JVGYC33Y . Do you need anything else?", "I am also looking for a train. It should should depart from London Kings Cross and should be on the same day.", "I have several trains available. What is your destination and preferred time of departure and arrival?", "The train should go to cambridge and should arrive by 15:00,can you book it for me ?", "Is there a time you would like to leave by?", "No I just need to make sure I get there by 15:00. I will need the train ID and departure time please.", "There is a train leaving at 13:17. Would you like me to book the train for you?", "I just need the train's departure time and ID.", "Okay, the TR1688 leaves at 13:17.", "OKay perfect do you think you could book that for me please?", "Ok I will book it for you" ], "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": [ [ "curry prince" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_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", "14", "15", "16", "17", "18", "19", "20", "21" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "i need somewhere to go.", "There are so many great things to do in Cambridge. Let's narrow your search. Would you like to go to a restaurant, hotel, or attraction?", "I am looking for a nice museum", "I found some great museums. Can you specify on the types of museum you are looking for?", "You may suggest one to me.", "The cambridge and county folk museum is in the west part of town etrance fee is 3.50 pounds", "Are there any free attractions in the area?", "Cafe jello gallery is in the west and has free admission. Is that better for you?", "That sounds great. Can I get the phone number for it?", "The phone number for cafe jello gallery is 01223312112. Can I help you with anything else today?", "Thanks. I also need a hotel in the south.", "How about the bridge guest house located in the south area of town?", "how many stars does it have?", "It is rated 3 stars. Does that work for you?", "I need something with 4 stars.", "In that case I will suggest Aylesbray lodge guest house.", "Yes, that will be fine. I will need a reservation starting on Wednesday.", "How many days did you want the booking for? And for how many people?", "I almost forgot, my husband would like for the hotel to have free wifi. Does that hotel meet that criteria?", "Yes, it does have free wifi. Would you like to continue with the reservation?", "Yes please. 2 people for 5 nights beginning on Wednesday and I will need the reference number after booking is complete.", "Okay, you're all set! The reference number is EK9KZ64S . 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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 need a cheap place to stay, what would you recommend?", "I have about 10 different options. Do you prefer a hotel or guesthouse?", "It doesn't matter. I need free parking and prefer a place with 4 stars.", "The Alexander Bed and Breakfast is in the centre of town, has 4 stars, is cheap, and has free parking and internet. Would this work for you?", "Yes, this will work for me. Please send me the address, postcode and reference number.", "Absolutely. The Address is: 56 saint barnabas road cb12de and I can give you the reference number after we book it.", "What type of hotel is this?", "It is a guesthouse.", "And what type of hotel is that?", "A guesthouse is a type of hotel, thus it is a guesthouse type.", "I'd like some information on a train next.", "Where will you be departing from?", "I will be departing from Kings Lynn, and traveling to Cambridge.", "There are many trains to your destination what time would you like to leave?", "The train should arrive by 16:45 and should leave on wednesday.", "The TR2452 arrives in Cambridge leaves at 15:11 and arrives at 15.58. Would you like to book it?", "No, thanks! How long is the travel time?", "The travel time is 47 minutes and is 9.80 pounds. Can I give you more information about this train or book you a seat?", "No thank you. 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[ "restaurant", "attraction" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I am looking for a place to visit in town that is architecture.", "What kind of architecture are you looking for? Churches or schools?", "I'd like churches, and any really old buildings. If you could give me the addresses of a few of those that would be great.", "All saints church is on jesus lane with free entrance, great saint mary's church is located at market square and has an entrance fee of 2 pounds.", "What is the post code for that place and the area of town it is in?", "The postcode for All Saints Church is cb58bs and it is located in the city center.", "Great. I also need a gastropub restaurant in the east that is expensive.", "I have the royal standard. Would you like me to make a booking for you?", "Yes please. For 3 people at 12:45 on Friday.", "You are set, the reference number is 8XDU4HAN, can I help with anything else?", "Thank you that is all I needed today.", "Thank you for using the help desk, enjoy your 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": [ [ "architecture" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "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": [ "area", "food", "pricerange" ], "slot_value": [ "east", "gastropub", "expensive" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "food", "area", "pricerange" ], "act_slot_value": [ "gastropub", "east", "expensive" ], "span_start": [ 21, 49, 62 ], "span_end": [ 30, 53, 71 ] } }, { "dialog_act": { "act_type": [ "Booking-Inform", "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "name" ], "slot_value": [ "the royal standard" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform" ], "act_slot_name": [ "name" ], "act_slot_value": [ "the royal standard" ], "span_start": [ 7 ], "span_end": [ 25 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "bookday", "bookpeople", "booktime" ], "slot_value": [ "friday", "3", "12:45" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", 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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": [ "Howdy, it would help me a great deal if you could please get me some information about the alexander bed and breakfast", "it is a cheap guest house located in the centre. you want their phone number?", "I would like the address please.", "They are located at 56 Saint Barnabas Road. Do you need help with anything else today?", "Could you provide me with the star rating of the Alexander bed and breakfast?", "They are 4 stars. Does that work for you?", "Yes, that is perfect! Can you also find a restaurant in the centre? I'm looking for Mediterranean, but not too expensive.", "The Gardenia is your best bet. It's cheap, but fantastic. Would you like to book a table?", "I need the phone number, address, and postcode", "The phone number is 01223356354.", "I need the address and postcode. I need a taxi to pick me up at the hotel by 19:00. I need the contact number and car type please.", "The gardenia is located at 2 Rose Crescent City Centre. Their post code is cb23ll. I can help you with the taxi. Where are you departing from?", "I will be departing the hotel by 19:00.", "I was able to book that for you. Be expecting a yellow Skoda. Should you need to reach them, please call 07153240944.", "Great, thanks for your help!", "Thank you anything else you need help with today?", "No, that will be all. Thank you very much for your help.", "I glad we could assist you today. 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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": [ "I'm looking for a train departing from cambridge going to birmingham new street.", "Please let me know what time you would like to arrive or when you would like to depart.", "I need to leave after 11:15 on Sunday.", "Train TR0686 will work for you. Would you like me to book you passage?", "Not yet. What time will that arrive in Birmingham?", "Train TR0686 will arrive at Birmingham New Street at 14:44.", "Okay what is the price per ticket?", "The price per ticket is 60.08 pounds, how many travelers will be requiring tickets?", "No tickets yet. But I do need info on a swimming pool in the north. I you could recommend one?", "Okay I have two to choose from. Would you like me to recommend one to you?", "Yes please. I'll also need the entrance fee, post code and address.", "which one would you like jesus green outdoor pool or kings hedges learner pool?", "The outdoor pool please.", "jesus green outdoor pool is located between victoria road and the river, cb43px. Phone number is 01223302579. I'm afraid I don't have an entrance fee listed though.", "That's okay. That will be it. Thanks for all your help!", "thank you. Is there anything else?", "No, that is all the help I need for today. Thanks again!", "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": [ "Hello. I need help finding a train on Friday.", "I can help you with that! So that I can serve you better, can you tell me your departure and arrival locations?", "I'm departing from london kings cross and going to cambridge on Friday. I'm working, so I have to wait until after 11:45 to leave.", "I show train TR4748 departing friday from cambridge at 13:17. Would you like me to book it for you?", "Yes please. Could you also give me the price?", "The price for that train is 23.60 pounds.", "Thank you that will work fine for me and my husband", "Wonderful! Thank you", "Can you help me find a good hotel? I need one in the south.", "I have found 1 hotel and 3 guesthouses in the South area that is available for you. Would you like for me to book one for you?", "I need one with free wifi and parking, please.", "Okay, I found three guesthouses and one hotel. Would you prefer a certain type?", "The hotel please, thanks.", "The Lensfield hotel is exactly what you are looking for. Would you like a reservation?", "Yes, please. Thanks!", "What day would you like to book the hotel and how long will your stay be?", "On second thought I just wanted to find a hotel in the south area. Thanks so much for your help!", "There is only one hotel in that area but it is expensive, shall I book it for you?" ], "frames": [ { "service": [ "train", "taxi", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_train", "requested_slots": [], "slots_values": { "slots_values_name": [ "train-day" ], "slots_values_list": [ [ "friday" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "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": [ "Can you tell me more about the attraction called cambridge museum of technology?", "Yes, I have pulled up information on this. What would you like to know?", "What part of town is it in? Do you have the postcode?", "It is in the east and the postcode is cb58Id.", "Awesome. Now please find me a train from Cambridge to London Liverpool street", "On what day will you be travelling?", "I leave on Monday.", "I'd be happy to help with your request, do you have a time in mind for departure or arrival?", "I would like to leave after 14:00 on monday.", "The TR3602 leaves at 15:59 and arrives at 17:27. Would you like me to book that for you?", "No, I just need the information for right now. Thanks for all your assistance!", "You're very welcome! Is there anything else I can help you with?", "That's all I need, thank you so much! Have a great day!", "Great, glad I could help!" ], "frames": [ { "service": [ "attraction", "taxi", "train", "bus", "police", "hotel", "restaurant", "hospital" ], "state": [ { "active_intent": "find_attraction", "requested_slots": [], "slots_values": { "slots_values_name": [ "attraction-area", "attraction-name" ], "slots_values_list": [ [ "east" ], [ "cambridge museum of technology" ] ] } }, { "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": [], 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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 would like to eat at cheap restaurant in the centre while I am here in Cambridge.", "Is there a food type you have a preference for? Spanish, Italian, Chinese, Indian are just some of the choices.", "No, I don't really care what kind of food it is as long as it's cheap. I will need a reservation for 1 person at 14:45 on Monday.", "Okay, I've got the dojo noddle bar in the centre of town that serves cheap food. How will that be?", "I'd like to book a table for 1 at 14:45 on monday, please. I also need the reference number.", "I have booked the restaurant for you. The table will be reserved for 15 minutes. The reference number is Y3MGYYH6 .", "I also need a hotel that is near the restaurant.", "There a 5 places in the centre. Do you have a preferred price range?", "No price range. I do need it to have free wifi and parking though. Can you tell me what star that hotel would be?", "How about el shaddai? It has free parking and wifi and is in the centre of town.", "That sounds good. What is it's star rating, please?", "The star rating is 0. Would you still like me to book this hotel for you?", "I don't need a booking, but I need a taxi commuting between that hotel and the booked restaurant.", "Taxi booking completed! Your car is a Grey Audi, their contact number is 07263703306.", "Great thank you very much", "You're welcome. Is there anything else I can help you with?", "Will the taxi arrive by the booked time?", "Yes, your taxi will arrive by the booked time of 14:45. Is there anything else I can help you with today?", "Just the telephone number of the taxi please.", "The contact number is 07263703306. Can I provide any further assistance today?", "Thanks I have everything I need. Goodbye!", "Great. 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[ "attraction", "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "Hi, I'm looking for information on entertainment attractions located in the centre.", "I'm sorry. At the moment there are no entertainment attractions available in the centre.", "Can you help me find a restaurant?", "Sure, I can help with that. Are you sure I can't help you find another attraction that you may like? There are so many great things to see.", "You convinced me. How about a college?", "Yes, there several colleges available. Most have free entry. Do you have one in mind?", "No. Just give me your best recommendation.", "I recommend emmanuel college they are free to visit and located on saint andrew's street. Do you still want me to find a restaurant?", "Not at this time but could you help me with a moderate priced hotel", "We have 18 choice sany other preferences, any at all? please dont make me pick between 18 places, I want to make sure we find a good fit for you.", "I need a moderately priced hotel with free parking and wifi.", "Please show me a moderately priced hotel nearby, and please make sure it includes free wifi and parking.", "I need a moderately priced hotel with free parking and wifi.", "I RECOMMEND acorn guest house", "That sounds good. please book it for 6 people and 5 nights starting from thursday.", "Ok, I've made the booking for you. Your reference number is : UZ1KFAAI .", "that is all i needed for now. have a great day", "Thanks! You have a great day as well! 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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": [ "Can you help me find a train leaving on Wednesday?", "Sure, which stations will you be using?", "I want to leave from Cambridge and arrive at London Liverpool Street.", "TR5285 leaves at 13:59 amd costs 16.60 pounds. how many seats do i book?", "I just need the travel time on that one", "The travel time is 88 minutes. Can I help with anything else?", "Yes, I'm looking for colleges in the centre.", "I'd suggest christ's college. Would you like more information?", "Yes. Is there an entrance fee?", "No. It is free.", "Can I have the address and postcode? Thanks for your help!", "Yes the postcode is cb23bu and the address is saint andrew's street.", "You have been very helpful. That is all I need, thanks. Bye.", "Your welcome. I am 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-day" ], "slots_values_list": [ [ "wednesday" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_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": [] }, { "service": [ "train", "taxi", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_train", "requested_slots": [], "slots_values": { "slots_values_name": [ "train-day", "train-departure", "train-destination" ], "slots_values_list": [ [ "wednesday" ], [ "cambridge" ], [ "london liverpool street" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_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": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_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": [ "christ's college" ], "start": [ 12 ], "exclusive_end": [ 28 ], "copy_from": [ "" ], "copy_from_value": [ [] ] } ] }, { "service": [ "attraction", "train", "bus", "police", "hotel", "restaurant", "taxi", "hospital" ], "state": [ { "active_intent": "find_attraction", "requested_slots": [ "attraction-entrancefee" ], 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], "span_start": [ 0, 17, 33 ], "span_end": [ 6, 22, 45 ] } }, { "dialog_act": { "act_type": [ "Train-Request" ], "act_slots": [ { "slot_name": [ "duration" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Train-Inform", "general-reqmore" ], "act_slots": [ { "slot_name": [ "duration" ], "slot_value": [ "88 minutes" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Train-Inform" ], "act_slot_name": [ "duration" ], "act_slot_value": [ "88 minutes" ], "span_start": [ 19 ], "span_end": [ 29 ] } }, { "dialog_act": { "act_type": [ "Attraction-Inform" ], "act_slots": [ { "slot_name": [ "area", "type" ], "slot_value": [ "centre", "college" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform", "Attraction-Inform" ], "act_slot_name": [ "type", "area" ], "act_slot_value": [ "college", "centre" ], "span_start": [ 21, 37 ], "span_end": [ 28, 43 ] } }, { "dialog_act": { "act_type": [ "Attraction-Recommend", "general-reqmore" ], "act_slots": [ { "slot_name": [ "name" ], "slot_value": [ "christ's college" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Attraction-Recommend" ], "act_slot_name": [ "name" ], "act_slot_value": [ "christ's college" ], "span_start": [ 12 ], "span_end": [ 28 ] } }, { "dialog_act": { "act_type": [ "Attraction-Request" ], "act_slots": [ { "slot_name": [ "entrancefee" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Attraction-Inform" ], "act_slots": [ { "slot_name": [ "entrancefee" ], "slot_value": [ "free" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform" ], "act_slot_name": [ "entrancefee" ], "act_slot_value": [ "free" ], "span_start": [ 10 ], "span_end": [ 14 ] } }, { "dialog_act": { "act_type": [ "Attraction-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": [ "Attraction-Inform" ], "act_slots": [ { "slot_name": [ "address", "postcode" ], "slot_value": [ "saint andrew's street", "cb23bu" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform", "Attraction-Inform" ], "act_slot_name": [ "postcode", "address" ], "act_slot_value": [ "cb23bu", "saint andrew's street" ], "span_start": [ 20, 46 ], "span_end": [ 26, 67 ] } }, { "dialog_act": { "act_type": [ "general-bye" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-bye", "general-welcome" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

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

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I need to find a place to eat in Centre please.", "The Golden House is located at 12 Lensfield Road in the City Centre. The phone number is 01842753771.", "Thank you. Can you let me know what the price range for the restraunt is? I'm looking for somewhere cheap.", "The Golden House is in the cheap price range. Would you like to book a table?", "What is the food type?", "They serve chinese food there.", "No. I need a guest house, same price as the dining place.", "What area would you like to stay in?", "meh, i don't really care about the area.", "There are two guesthouses in the centre area. Alexander Bed and Breakfast and El Shaddai. Would you like a reservation for one of these?", "Sure. I need a hotel for 5 people and 5 nights, starting on Tuesday. Please book El Shaddai for me.", "You're booked! Your reference number is 0H9B4720 . Can I assist you with anything further?", "Yes, I'd like a taxi from the restaurant to the hotel, leaving by 18:45.", "sure thing a black ford will be picking you up, contact number is 07417685839, anything else today?", "That will be all today, thank you.", "Thank you for using the Cambridge TownInfo centre." ], "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": [ [ "centre" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", 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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", "18", "19" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "Yes, I am looking for information on train schedules for my upcoming trip.", "What is your travel destination so I can narrow it down to a useful schedule?", "I'm trying to go to cambridge.", "Where will you be departing from? Also, what day will you be traveling?", "I'll be departing from the stansted airport on monday.", "And what time were you looking to depart?", "Doesn't matter, as long as I arrived by 12:45.", "I've found TR5754 leaving stansted airport at 11:24 and arriving in cambridge at 11:52. The price is 10.10 pounds, can I book this for you?", "No. I do need to find a swimming pool in the west.", "how about parkside pools? they're pretty fun.", "Is parkside pools on the west side?", "No, it's located in the centre.", "That won't work then. I need one in the west.", "There are no pools in the west, can I run another search for you?", "How about a museum?", "There are a few available. I highly suggest Cambridge Artworks located on 5 Greens Road. Do you need any information?", "Thanks for the information, that is all.", "Can I look up any attractions, taxi or anything else for you?", "No, that is all I need today. Thank you so much.", "Thank you for using our services. 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[ "restaurant", "taxi", "hotel" ]

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Would you prefer a place in the south, centre, west, or east side of Cambridge?", "I'd like a place in the east, please.", "That would be pizza Hut Fen Ditton, what time would you like to go?", "I'd like a reservation for 6 people at 14:45 on saturday.", "I am very sorry I was unable to get a reservation at that time, would you like to try for another time slot?", "Yes, let's try a little earlier at 13:45, and I will need a reference number please.", "Booking was successful. The table will be reserved for 15 minutes. Reference number is : Y0GBAGST .", "Great, I also need a taxi to commute between two places.", "I can help you book a taxi, can you tell me a little more detail about your taxi request?", "Sure, I'll be going from the hotel to the restaurant, and of course I want to get there for that 13:45 reservation.", "I have booked a red Volkswagen for you. The contact number is 07121756826.", "Thank you for all of the helpful information!", "Would you like anything else?", "Can you get me the contact number for the car?", "Yes. The contact number is 07121756826. Is there anything else I can help you with?", "No, thank you, you've been very helpful.", "Thank you for contacting Cambridge TownInfo centre and you have a nice day." ], "frames": [ { "service": [ "hotel", "taxi", "train", "bus", "police", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_hotel", "requested_slots": [], "slots_values": { "slots_values_name": [ "hotel-area", "hotel-internet" ], "slots_values_list": [ [ "east" ], [ "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": 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[ "train", "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I'm looking for a hotel in Cambridge in the higher prices ranges and would like for it to include free parking.", "I can offer you 5 options, ranging from 2-4 stars, all with free internet and free parking. Where in the city would you like to be?", "I would like to be in the north part of the city please.", "I'm sorry, I have no expensive accommodations with your requirements in the northern part of the city. Will any other area do?", "Do you have anything in the south?", "Yes, The Lensfield Hotel is in the south at 53-57 Lensfield Road cb21en, phone 01223355017. If you'd like to book there, let me know what day, and I'll set it up.", "Is this a hotel or a guesthouse?", "The Lensfield is a hotel, not a guesthouse.", "Sounds great. Could I have the address?", "It is located at 53-57 lensfield road", "Thank you. I am also looking for a train departing on Saturday from Bishops Stortford going to Cambridge.", "Okay, there are several trains to choose from. What time would you like to depart?", "I would like to arrive by 10:30.", "I have one that gets there at 10:07. Will this work for you?", "That would be perfect. Please reserve 8 seats for me.", "The booking for 8 tickets was successful. Your reference number is 4MKJKVTR . Can I help you with anything else?", "No, that'll do it. Thanks!", "Glad I could help. 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"dialog_act": { "act_type": [ "general-bye", "general-welcome" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

[ "restaurant", "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I'd like to find a restaurant that offers Asian Oriental cuisine, in the centre, if possible.", "Definitely! I have places from cheap to expensive, though my favorite is Yippee Noodle Bar, which is moderately-priced.", "I would like Yippee.", "I'd be happy to make a reservation for you. What day/time will you be dining, and how many are in your party?", "Monday, 19:00, for 6 people.", "I have successfully reserved a table for your party of 6 at the Yippee Noodle Bar for Monday at 19:00. Your reference number is XSQHK9YG", "Great, I also need a hotel room if you can help me find something.", "Sure. We have several places ready to book. Which part of town would you like?", "The west please.", "There are 4 in that area do you have a price range or type of hotel you prefer?", "The hotel doesn't need to include internet. It should be in the same area as the restaurant.", "I have 5 different options for you. They vary in price range. Did you have a certain price range in mind?", "The price does not matter. Please make a recommendation and book it for the same group of people and 4 nights starting from the same day.", "OK, you are booked in Cityroomz as requested, the reference number is A1ZBLCZ3, any further questions?", "no and thank you for your help", "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-food" ], "slots_values_list": [ [ "centre" ], [ "asian oriental" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_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", "train" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I am looking for a Thursday departure for a train going to Cambridge.", "To help you better with your travel plans, where are you planning on departing from?", "I am looking to depart from Birmingham new street after 12:45", "There is a train leaving Birmingham New Street heading to Cambridge at 13.40.", "Great can I get the train ID, price, and arrival time for that one?", "Sure! The Train ID is TR7509. The price is 75.10 poinds. It arrives by 16.23. Would you like for me to book it for you?", "I don't need train booking. I do need to find a cheap Spanish restaurant, though.", "La Raza is a cheap Spanish restaurant in the center of town. Do you need their address or perhaps I could make a reservation for you?", "That's all I needed, thank you!", "What day and time would like for me to book?", "I'd like to book a table for 3 at 18:15 on Thursday. And if possible, I'd like a reference number.", "I have booked that for you with the reference number D3QVNLWT . Is there anything else I can help you with?", "That is all, thank you very much.", "Your welcome. 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"requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] } ], "dialogue_acts": [ { "dialog_act": { "act_type": [ "Train-Inform" ], "act_slots": [ { "slot_name": [ "day", "destination" ], "slot_value": [ "thursday", "cambridge" ] } ] }, "span_info": { "act_type": [ "Train-Inform", "Train-Inform" ], "act_slot_name": [ "day", "destination" ], "act_slot_value": [ "thursday", "cambridge" ], "span_start": [ 19, 59 ], "span_end": [ 27, 68 ] } }, { "dialog_act": { "act_type": [ "Train-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": [ "Train-Inform" ], "act_slots": [ { "slot_name": [ "departure", "leaveat" ], "slot_value": [ "birmingham new street", "12:45" ] } ] }, "span_info": { "act_type": [ "Train-Inform", "Train-Inform" ], "act_slot_name": [ "departure", "leaveat" ], "act_slot_value": [ "birmingham new street", "12:45" ], "span_start": [ 28, 56 ], "span_end": [ 49, 61 ] } }, { "dialog_act": { "act_type": [ "Train-Inform" ], "act_slots": [ { "slot_name": [ "departure", "destination", "leaveat" ], "slot_value": [ "Birmingham New Street", "Cambridge", "13.40" ] } ] }, "span_info": { "act_type": [ "Train-Inform", "Train-Inform", "Train-Inform" ], "act_slot_name": [ "departure", "destination", "leaveat" ], "act_slot_value": [ "Birmingham New Street", "Cambridge", "13.40" ], "span_start": [ 25, 58, 71 ], "span_end": [ 46, 67, 76 ] } }, { "dialog_act": { "act_type": [ "Train-Request" ], "act_slots": [ { "slot_name": [ "arriveby", "price", "trainid" ], "slot_value": [ "?", "?", "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Train-Inform", "Train-OfferBook", "general-greet" ], "act_slots": [ { "slot_name": [ "arriveby", "price", "trainid" ], "slot_value": [ "16.23", "75.10 poinds", "TR7509" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Train-Inform", "Train-Inform", "Train-Inform" ], "act_slot_name": [ "trainid", "price", "arriveby" ], "act_slot_value": [ "TR7509", "75.10 poinds", "16.23" ], "span_start": [ 22, 43, 71 ], "span_end": [ 28, 55, 76 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "food", "pricerange" ], "slot_value": [ "spanish", "cheap" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "pricerange", "food" ], "act_slot_value": [ "cheap", "spanish" ], "span_start": [ 48, 54 ], "span_end": [ 53, 61 ] } }, { "dialog_act": { "act_type": [ "Booking-Inform", "Restaurant-Recommend" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "area", "food", "name", "pricerange" ], "slot_value": [ "center of town", "Spanish", "La Raza", "cheap" ] } ] }, "span_info": { "act_type": [ "Restaurant-Recommend", "Restaurant-Recommend", "Restaurant-Recommend", "Restaurant-Recommend" ], "act_slot_name": [ "name", "pricerange", "food", "area" ], "act_slot_value": [ "La Raza", "cheap", "Spanish", "center of town" ], "span_start": [ 0, 13, 19, 45 ], "span_end": [ 7, 18, 26, 59 ] } }, { "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": [ "Booking-Request" ], "act_slots": [ { "slot_name": [ "bookday", "booktime" ], "slot_value": [ "?", "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform", "Restaurant-Request" ], "act_slots": [ { "slot_name": [ "bookday", "bookpeople", "booktime" ], "slot_value": [ "thursday", "3", "18:15" ] }, { "slot_name": [ "ref" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "bookpeople", "booktime", "bookday" ], "act_slot_value": [ "3", "18:15", "thursday" ], "span_start": [ 29, 34, 43 ], "span_end": [ 30, 39, 51 ] } }, { "dialog_act": { "act_type": [ "Booking-Book", "general-reqmore" ], "act_slots": [ { "slot_name": [ "ref" ], "slot_value": [ "D3QVNLWT" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Booking-Book" ], "act_slot_name": [ "ref" ], "act_slot_value": [ "D3QVNLWT" ], "span_start": [ 53 ], "span_end": [ 61 ] } }, { "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", "4", "5" ], "speaker": [ 0, 1, 0, 1, 0, 1 ], "utterance": [ "Is there a cheap restaurant serving belgian food?", "What area are you interested in?", "I do not care what area it is in.", "There are no cheap Belgian restaurants. Would you like to change your query?", "How about a cheap restaurant serving Italian food?", "da vinci pizzeria serves italian food in the cheap price range and in the centre of town, is there anything else i can help you with?" ], "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": [ [ "belgian" ], [ "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": [ "belgian" ], "start": [ 36 ], "exclusive_end": [ 43 ], "copy_from": [ "" ], "copy_from_value": [ [] ] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_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" ], [ "belgian" ], [ "cheap" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] }, { "service": [ "restaurant", "taxi", "train", "bus", "police", "hotel", "attraction", "hospital" ], "state": [ { "active_intent": "find_restaurant", "requested_slots": [], "slots_values": { "slots_values_name": [ "restaurant-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": [ "restaurant-food" ], "value": [ "Italian" ], "start": [ 37 ], "exclusive_end": [ 44 ], "copy_from": [ "" ], "copy_from_value": [ [] ] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], 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"dialog_act": { "act_type": [ "Restaurant-Request" ], "act_slots": [ { "slot_name": [ "area" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "area" ], "slot_value": [ "dontcare" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform" ], "act_slot_name": [ "area" ], "act_slot_value": [ "dontcare" ], "span_start": [ 2 ], "span_end": [ 13 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform", "general-reqmore" ], "act_slots": [ { "slot_name": [ "food", "pricerange" ], "slot_value": [ "Belgian", "cheap" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "pricerange", "food" ], "act_slot_value": [ "cheap", "Belgian" ], "span_start": [ 13, 19 ], "span_end": [ 18, 26 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "food", "pricerange" ], "slot_value": [ "italian", "cheap" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "pricerange", "food" ], "act_slot_value": [ "cheap", "italian" ], "span_start": [ 12, 37 ], "span_end": [ 17, 44 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform", "general-reqmore" ], "act_slots": [ { "slot_name": [ "area", "food", "name", "pricerange" ], "slot_value": [ "centre of town", "italian", "da vinci pizzeria", "cheap" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "name", "food", "pricerange", "area" ], "act_slot_value": [ "da vinci pizzeria", "italian", "cheap", "centre of town" ], "span_start": [ 0, 25, 45, 74 ], "span_end": [ 17, 32, 50, 88 ] } } ] }

[ "hospital" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "i am looking for the Addenbrookes Hospital with neurology department", "The number for the neurology department is 01223274680. Do you need the address?", "Yes and the postcode", "The postcode is CB20QQ.", "I need the address also please.", "It is Hills Rd, Cambridge.", "All right. Thanks.", "You're welcome! Is there anything else I can help you with?", "No that is all. Thank You", "Thank you for using our service, have a great day." ], "frames": [ { "service": [ "hospital", "taxi", "train", "bus", "police", "hotel", "restaurant", "attraction" ], "state": [ { "active_intent": "find_hospital", "requested_slots": [], "slots_values": { "slots_values_name": [ "hospital-department" ], "slots_values_list": [ [ "neurology" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [ "hospital-department" ], "value": [ "neurology" ], "start": [ 48 ], "exclusive_end": [ 57 ], "copy_from": [ "" ], "copy_from_value": [ [] ] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_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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"span_start": [ 19, 43 ], "span_end": [ 28, 54 ] } }, { "dialog_act": { "act_type": [ "Hospital-Request" ], "act_slots": [ { "slot_name": [ "address", "postcode" ], "slot_value": [ "?", "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Hospital-Inform" ], "act_slots": [ { "slot_name": [ "postcode" ], "slot_value": [ "CB20QQ" ] } ] }, "span_info": { "act_type": [ "Hospital-Inform" ], "act_slot_name": [ "postcode" ], "act_slot_value": [ "CB20QQ" ], "span_start": [ 16 ], "span_end": [ 22 ] } }, { "dialog_act": { "act_type": [ "Hospital-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": [ "Hospital-Inform" ], "act_slots": [ { "slot_name": [ "address" ], "slot_value": [ "Hills Rd, Cambridge" ] } ] }, "span_info": { "act_type": [ "Hospital-Inform" ], "act_slot_name": [ "address" ], "act_slot_value": [ "Hills Rd, Cambridge" ], "span_start": [ 6 ], "span_end": [ 25 ] } }, { "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": [] } } ] }

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

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "Can you find me a moderately priced chinese restaurant please", "Certainly! There are 4; 3 in city centre, and 1 in the north. Do either of these areas look good?", "Yes, the one in the north does.", "I have the golden wok phone 01223350688 postcode cb43hl. It is located in the north and a moderate price. Should I book this for you?", "Yes please - could you make a reservation for 4 people at 12:15 on Saturday?", "Booking was successful. The table will be reserved for 15 minutes. Reference number is : YI8BKDR2 . Is there anything else I can do for you?", "Yes are there any parks in the same area as the restaurant?", "Yes there is 1 park in the same area. It is Milton County Park. WOuld you like more information?", "Yes could I please get the phone number.", "Phone is 01223420060. Do you need anything else?", "Yes, I would like a taxi to go from the two places and make sure it arrives to the restaurant by the booked time.", "Okay, I've got you booked with a grey Lexus.", "Can I please get the taxi company's contact phone number?", "Their number is 07607417770, is there anything else I can do?", "That is everything, thank you.", "Thank you for contacting Cambridge TownInfo centre. 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", "restaurant-pricerange" ], "slots_values_list": [ [ "chinese" ], [ "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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[ "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 in any area that serves scandinavian food", "There are no restaurants available that serve scandinavian food. Are there any other restaurants you would like to try?", "How about french?", "Restaurant Two Two serves French food. Would you like the location information?", "If you could give me the phone number, that would be great.", "The phone number for restaurant two two is 01223 351880. Can I help you with anything else?", "No, thank you, that does it. Thank you and 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-area", "restaurant-food" ], "slots_values_list": [ [ "dontcare" ], [ "scandinavian" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_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", "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": [ "Hello, I am looking for a place to dine. I'd prefer it to be moderately priced and serve Indian food.", "We have 4 moderately priced Indian restaurants - 2 in the east, 1 in the north, and one in the west. Which area are you interested in?", "I'd like to look at the one in the west, please.", "That place goes by the name of meghna, the address is 205 Victoria Road Chesterton, they can be reached at 01223727410, would you like me too book you?", "Can I please have their postcode?", "Their postcode is cb43lf. Would you like a reservation?", "No thanks. I don't need a reservation yet. I am also looking to find a great place to do some boating.", "I have several options to choose from. Is there a particular area you want to go boating?", "No, where would you suggest?", "How about Camboats in the East? Their address is the plough, green end, fen ditton.", "That sounds good. Can I get the postcode please?", "The postcode is cb43lf, anything else?", "No, that's it for now.", "It was a pleasure serving you today. 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": [ [ "indian" ], [ "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", 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"dialog_act": { "act_type": [ "general-bye", "general-welcome" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

[ "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": [ "Hello, I'm looking for a place to go in the north. Could you suggest some places?", "Milton Country Park is in the north and has free admission.", "Can I get the phone number please?", "Absolutely. Their phone number is 01223420060. Is there anything else I can assist you with?", "Yea I also need a train that goes to cambridge and should leave after 17:30.", "What day will you be traveling, and where would you like to depart from?", "I'm leaving Kings Lynn on Wednesday.", "Is there a time you would liek to arrive by?", "Arrival time does not matter, just leave after 17:30", "How many people would you like to book?", "I need to book for two people and I need the reference number.", "I have a train leaving at 18:11. Will that do?", "That would work. Can you book that please?", "You train has been booked. Total fee is 19.6 GBP which is payable at the station. Your reference number is 5PVB9XYJ .", "Perfect! That is all I needed. Thank you for the help. Goodbye!", "You're welcome. Have a nice day." ], "frames": [ { "service": [ "attraction", "taxi", "train", "bus", "police", "hotel", "restaurant", "hospital" ], "state": [ { "active_intent": "find_attraction", "requested_slots": [], "slots_values": { "slots_values_name": [ "attraction-area" ], "slots_values_list": [ [ "north" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_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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[ "attraction", "train" ]

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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": [ "What train should I take to get to Cambridge by 14:45?", "Could you be more specific on where you are departing from and what day you want to travel?", "Depart from london liverpool street and should leave on monday.", "Any arrival time in mind?", "Yes, 14:45. Could you give me a departure time that meets my criteria?", "Yes, TR7040 leaves at 11:39 and arrives by 13:07. Would that work for you?", "I don't know yet. Do you know how much it will cost?", "Tickets are 16.60 pounds", "Okay. I am also looking for a restaurant. Are there any restaurants in the centre that serve asian oriental food?", "There are several choices. Do you have a specific price range?", "Nah. Can you just book me a table at your favorite one? 2 people at 20:45 on Monday, please.", "I was not able to book a table at 20:45. Would you like to try another time?", "How about 19:45 and give me a reference number", "One moment while I try to make the reservation for 19:45.", "I would like the reference number if it s successful please.", "The reference number is 2DNK6C4B .", "Thank you very much for the help. Good bye!", "Thank you. 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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", "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": [ "Good morning, I am looking forward to trying some local restaurants when I arrive in Cambridge next week.", "Wonderful. Is there a type of cuisine that interests you?", "I would like to try some modern American food.", "I'm sorry there appear to be no modern American restaurants in the area. Would you like to try something else?", "Yes, can you check Chinese for me please?", "There are 17 Chinese places that you may like, do you have further criteria to narrow it down?", "what's the most expensive one?", "I have nine in the expensive range. Is there an area you prefer?", "No. I would like you to pick the best one you know of.", "In that case, I would recommend the Sesame Restaurant and Bar. Would you like to know more about it?", "No, that's okay. Can I book a table for 2 on friday at 15:15?", "Booking was successful. The table will be reserved for 15 minutes.Reference number is : LZ2KI6G5 .", "Thank you. I also need train information. We are planning to leave on Saturday at some time after 11:45.", "Would the TR4003 train departing at 13:00 and arriving in london by 13:51 work for you?", "Yes. That works.", "How many tickets do you need?", "I need 2 tickets please.", "the total fee is 37.76 GBP payable at the station, reference number TKP9K1U4 .", "Thank you for your help.", "Do you need anything else?", "that is it for today thank you for asking", "You're welcome. 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[ "restaurant", "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17", "18", "19", "20", "21", "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": [ "Can you help me find somewhere to stay with free wifi?", "Sure, most places offer that these days. Do you have an area of town you would like to stay in?", "We need the hotel to be in the north.", "Okay and what is your price range?", "Price range doesn't matter to me. I'd like it to have a one star.", "I'm so sorry, but we don't have a one star in that area. Would you like for me to check a different area?", "How about a 4 star rating?", "The acorn guest house is a 4 star guesthouse with wifi. Would you like to make a reservation?", "sure, i need it for 3 nights starting wednesday.", "Before I book how many people will be staying with you?", "Please book the hotel for 5 people.", "Booking was successful. Reference number is : YYXR9VMX", "Thanks. I also need a restaurant in the same area.", "There are several restaurants, what type of food and price range?", "Indian food would be great.", "Okay, what is your price range? We have one in the moderate and one in the cheap range.", "Can you please make a reservation at the moderately priced one?", "The Nirala serves Indian cuisine at a moderate price, and is located in the north. How many in your party? What time would you like the table reserved?", "Ok great, can you book a table for 5 at 14:00 on Wednesday.", "I will book that for you now.", "Thanks, I will need the reference number.", "Your reference number is QV1Z4XH7 . Can I help you with anything else?", "No, thank you for helping me with both bookings so quickly. Have a great day. 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"slot_value": [ "QV1Z4XH7" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Booking-Book" ], "act_slot_name": [ "ref" ], "act_slot_value": [ "QV1Z4XH7" ], "span_start": [ 25 ], "span_end": [ 33 ] } }, { "dialog_act": { "act_type": [ "general-bye" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-bye" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

[ "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": [ "Hello, I'd like some information on a restaurant in the centre.", "There are many options. What's your price range and what type of food do you want?", "I would like somewhere expensive that serves chinese food", "How about HK Fusion, located at 21 Burleigh street?", "Yes book it for Friday. 5 people at 13:00.", "I have your reservation at HK Fusion for 5 people on Friday at 13:00, your reference number is XAMSDTRY . Can I help with anything else?", "I am also looking to book a train the same day!", "I'd be happy to help with your request, to help narrow the results down where will you be departing/arriving and what time?", "It should go to Cambridge and should arrive by 09:00", "There is a train that leaves at 5:17.", "Thats okay can you book that?", "Could you please confirm where you are departing from first? There are many trains and i want to make sure i book you the right one.", "I need to depart from London liverpool street on friday. Ineed to arrive in Cambridge by 9:00", "TR8522 arrives at 07:07.", "Okay, let's book it for five people.", "The booking was successful. The total fee of 83 GBP is payable at the station. The reference number is L4G0ZWC2 .", "Ok, Thankk you. Bye now.", "welcome and thanks for using our services" ], "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": [ [ "centre" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", 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[]

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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": [ "Would you be able to suggest a steakhouse restaurant in Cambridge?", "There are currently zero Steakhouses listed for this area. Would you like for me to look elsewhere?", "Is there any European moderate restaurants?", "There are 5 moderately priced European restaurants. Would you like to specify a preferred area?", "No preference in area. Would you be able to recommend one?", "Do you have an area preference? If not, I could recommend Restaurant Alimentum. It is moderately priced, popular and in the south.", "That's fine. Book me a table for 2 on thursday at 16:30, if that doesn't work try 15:30. I need a reference number.", "I was able to book a table for two at 15:30, your reference number is 8ZM15RZ8 . Can I assist you with anything else?", "Yes could you also help me find a nightclub to visit in the city center?", "There are 5 nightclubs located in the centre. I recommend the Ballare, which has a 5 pound entrance fee.", "Awesome... what is the postcode for the Ballare?", "The postcode for Ballare is cb23na. How else may I assist you today?", "that is all thanks", "You're welcome! 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{ "act_type": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "area" ], "slot_value": [ "dontcare" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform" ], "act_slot_name": [ "area" ], "act_slot_value": [ "dontcare" ], "span_start": [ 0 ], "span_end": [ 13 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Recommend", "Restaurant-Request" ], "act_slots": [ { "slot_name": [ "area", "name", "pricerange" ], "slot_value": [ "south", "Restaurant Alimentum", "moderately priced" ] }, { "slot_name": [ "area" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [ "Restaurant-Recommend", "Restaurant-Recommend", "Restaurant-Recommend" ], "act_slot_name": [ "name", "pricerange", "area" ], "act_slot_value": [ "Restaurant Alimentum", "moderately priced", "south" ], "span_start": [ 58, 86, 124 ], "span_end": [ 78, 103, 129 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform", "Restaurant-Request" ], "act_slots": [ { "slot_name": [ "bookday", "bookpeople", "booktime" ], "slot_value": [ "thursday", "2", "15:30" ] }, { "slot_name": [ "ref" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "bookpeople", "bookday", "booktime" ], "act_slot_value": [ "2", "thursday", "15:30" ], "span_start": [ 33, 38, 82 ], "span_end": [ 34, 46, 87 ] } }, { "dialog_act": { "act_type": [ "Booking-Book", "general-reqmore" ], "act_slots": [ { "slot_name": [ "bookpeople", "booktime", "ref" ], "slot_value": [ "two", "15:30", "8ZM15RZ8" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Booking-Book", "Booking-Book", "Booking-Book" ], "act_slot_name": [ "bookpeople", "booktime", "ref" ], "act_slot_value": [ "two", "15:30", "8ZM15RZ8" ], "span_start": [ 31, 38, 70 ], "span_end": [ 34, 43, 78 ] } }, { "dialog_act": { "act_type": [ "Attraction-Inform" ], "act_slots": [ { "slot_name": [ "area", "type" ], "slot_value": [ "centre", "nightclub" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform", "Attraction-Inform" ], "act_slot_name": [ "type", "area" ], "act_slot_value": [ "nightclub", "centre" ], "span_start": [ 34, 65 ], "span_end": [ 43, 71 ] } }, { "dialog_act": { "act_type": [ "Attraction-Inform", "Attraction-Recommend" ], "act_slots": [ { "slot_name": [ "area", "choice", "type" ], "slot_value": [ "centre", "5", "nightclubs" ] }, { "slot_name": [ "entrancefee", "name" ], "slot_value": [ "5 pound", "the Ballare" ] } ] }, "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": [ "5", "nightclubs", "centre", "the Ballare", "5 pound" ], "span_start": [ 10, 12, 38, 58, 83 ], "span_end": [ 11, 22, 44, 69, 90 ] } }, { "dialog_act": { "act_type": [ "Attraction-Inform", "Attraction-Request" ], "act_slots": [ { "slot_name": [ "name" ], "slot_value": [ "ballare" ] }, { "slot_name": [ "postcode" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform" ], "act_slot_name": [ "name" ], "act_slot_value": [ "ballare" ], "span_start": [ 40 ], "span_end": [ 47 ] } }, { "dialog_act": { "act_type": [ "Attraction-Inform", "general-reqmore" ], "act_slots": [ { "slot_name": [ "name", "postcode" ], "slot_value": [ "Ballare", "cb23na" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform", "Attraction-Inform" ], "act_slot_name": [ "name", "postcode" ], "act_slot_value": [ "Ballare", "cb23na" ], "span_start": [ 17, 28 ], "span_end": [ 24, 34 ] } }, { "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", "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": [ "Hello, I am looking to find a restaurant that is in the centre. I would prefer something in the expensive price range.", "I can help you with that. Do you have any cuisine preferences?", "Yes, I would like to eat Chinese food.", "Oh I have some great options for you. I have a total of 4 restaurants, how about trying th Ugly Duckling?", "Yes that is good please make a booking for 8 people at 14:15 on sunday.", "Booking was successful. The table will be reserved for 15 minutes. Your reference number is 076ZN8YF", "I need a place to stay that has free parking and is in the expensive price range.", "I found 33 hotels that match that criteria. Is there a particular side of town you prefer so I can make a recommendation?", "It doesn't matter. I would like 4 stars and fee wifi though.", "The huntingdon marriott hotel is a 4 star hotel", "That sounds great! Does it have free parking and free wifi?", "Yes it has both, would you like me to book you?", "Yes please, I need rooms for 8 people starting Sunday for 3 nights.", "Booking was successful. Reference number is : TBICSA49 . Is there anything else I can assist you with?", "I need a taxi from the hotel to the restaurant by 14:15. Please provide the car type and contact number", "I will be happy to book that for you. Where is your destination?", "I need it to go between the hotel and restaurant, please.", "I need to know where you are going?", "TO THE RESTAURANT! JUST BOOK IT< YOU HAVE ALL OF MY INFO! thank you", "Your taxi booking has been completed! The car type is a red Audi, Contact number 07964587638. Can I assist with anything else?", "No, that is it for now. 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[ "attraction", "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I need a hotel in the west part of cambridge. I don't care if it has internet.", "We have 4 matches, do you have a price range in mind?", "Yes expensive please. Just book me a room and send me the reference number.", "There is the Huntingdon Marriott hotel would you like me to book it for you?", "No. Actually sorry. It should be a cheap hotel in the west.", "That is no problem, the cambridge belfry is a better price and should meet your needs, would you like more information?", "Do they have free parking?", "Yes, the bell fry has free parking. Would you like me to book a room for you?", "No, just the phone number and address. I am also looking for places to go in the same area as the hotel.", "The phone number is 01954714600, address 01954714600. What type of attraction would you like to go to?", "I have no preference, just something in the same area as the hotel.", "i suggest the queens' college. can i give you the address?", "Yes please thank you", "The address for Queens' College is Silver Street. Can I help you with anything else today?", "I need the postcode as well.", "Their postcode is cb39et. Is there anything else I can assist you with?", "Nope. That was all I needed. Thank you.", "Thank you for choosing Cambridge TownInfo Centre to assist you. 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"act_type": [ "Attraction-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": [ "Attraction-Inform", "general-reqmore" ], "act_slots": [ { "slot_name": [ "postcode" ], "slot_value": [ "cb39et" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform" ], "act_slot_name": [ "postcode" ], "act_slot_value": [ "cb39et" ], "span_start": [ 18 ], "span_end": [ 24 ] } }, { "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", "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": [ "Hi, I'm looking for a guesthouse. Do you know of any 4-star properties?", "There are many options that are 4 star. Is there a particular area or price point you would like to stay in?", "No particular area but free parking would be nice", "Acorn Guest House located in the North is a 4 star location with free parking and wifi, would that suit your needs?", "Yes please book that for 5 people for 3 nights starting on Saturday.", "The booking was successful. Your reference number is: DKI36RGY . Is there anything else I can do to help you today?", "Actually, yes. I wanted to visit a college whilst I'm in town. Could you recommend one for me?", "We have a large number of colleges, could you tell me the area you would like to visit one in?", "I really do not have a preference on the area. Which one would you recommend?", "christ's college is free and located in the centre. Would you like anything else today?", "Can you give me the phone number for it?", "The phone number is 01223334900", "I will also need a taxi between them. I need to leave the hotel by 24:45.", "A red volkswagen is booked. 07772378395 is the number. Do you need more help?", "That is all I need, thanks.", "Okay, I'm glad to have assisted you today!" ], "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": [ [ "4" ], [ "guesthouse" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], 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[], "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": [] } } ] }

[ "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I need a place to stay in the north that includes free parking. What options are available?", "I can help you with that. Acorn Guesthouse is a moderately priced offering with 4-stars. Is this something you would be interested in?", "Yes, that is perfect thank you.", "Would you like me to book a room for you?", "No thanks, just gathering information for now.", "Here is the acorn guest house phone number in case you would like to contact them. Their number is 01223353888. Is there anything else I may assist you with?", "No. That is all for now.", "Okay, have a great day!", "Thank you, have a great day, as well.", "Okay great, farewell!" ], "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-parking" ], "slots_values_list": [ [ "north" ], [ "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", 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{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I need a train that leaves after 11:00 and goes to Cambridge", "What day would you be traveling?", "I will be traveling on Saturday from Norwich.", "The earliest train leaves at 11:16 and every hour thereafter. A ticket costs 14.08 pounds. Can I help you book?", "Please book the 11:16 train for 5 people and can I please have the reference number?", "Alright, I have 5 tickets booked. your reference number is UDGBVRLM .", "I also need to book accommodations. Something in the expensive range with a 3-star rating will do nicely.", "There are two hotels that meet your criteria; the Gonville Hotel and The Lensfield Hotel. Would you like to book a room with one of these?", "I need one that includes free parking, but it does not need to have internet.", "Both the Gonville and the Lensfield have free parking and internet. The Gonville is central, whereas the Lensfield is in the south.", "I think I would like the Gonville in the central area.", "Okay, I will book for you then. How many days and people, and would you like it to start the same day?", "Yes, I'd like to book for 3 nights starting the same day. There will be 5 people.", "I am afraid they have no bookings available. Would you like a shorter stay or different day.", "Yes, let's try 2 nights and see if that works.", "The booking was successful. The reference number is FWFEVQI8 .", "Thank you - that's all I need today. Have a great day!", "My pleasure. 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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 cheap, 2 star hotel to stay at here in Cambridge", "I have no hotels matching your request. Would you like to change your price range or star rating and try again?", "Ok, find me a hotel that has free parking included then.", "The Cambridge Belfry has free parking and is in the cheap price range, would you like to book this hotel?", "Is it in the moderate price range?", "No, the hotel is within the cheap price range. Would you like me to alter the search?", "I would like one in the moderate price range. I need to book one for 4 nights for 4 people.", "I have found two hotels meeting your specifications in the moderate price range. Do you have any additional preferences?", "No, I just need a room for 4 people. We'll arrive on monday and stay 4 nights.", "I was able to book you at the Ashley Hotel on Monday for 4 nights/4 guests. Your reference number is KFHQFY56 . Is there anything else I can assist you with?", "Yes, I am also looking for a restaurant serving British food that is moderately priced.", "I have five moderately priced restaurants serving British food. Do you have a preference for location? Four are in city center and one is west.", "No preference. What would you recommend? And I'll need the address.", "I like the copper kettle, it is located at 4 Kings Parade City Centre postcode cb21sj. Would you like me to reserve a table for you?", "That's OK, I'll handle that, but I'll need a taxi between the Ashley Hotel and the restaurant leaving by 17:30.", "I was able to schedule taxi service for you at the time specified. You will be looking for a Blue Lexus. If you need to contact them, please call 07580951630.", "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", "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 moderate priced place to dine serving modern european food.", "Which specific area are you interested in?", "I'm looking for someplace in the center of town.", "There are two restaurants fitting your needs, de luca cucina and bar and riverside brasserie. Do either of these sound good to you?", "Well I would like modern European food and the prices to be moderate. Do either of these restaurants match those criteria?", "De Luca Cucina and Bar and Riverside Brasserie both serve Modern European both are moderate price range. Which would you like?", "I would like the address and phone number to De Luca Cucina and Bar. Also looking for places to visit in the same area.", "Ok De Luca Cucina and Bar's address is 83 Regent Street and their phone number is 01223356666. For places to visit, did you want it to be in the same area as the restaurant?", "I would like it to be in the same area yes.", "We have 44 different attractions in the Centre of Cambridge. Can we narrow it down by type, such as nightclub, college, or architecture?", "You can recommend anything as long as it is in the same area as the restaurant.", "i will recommend old schools. can i give you the contact?", "Please, and the entrance fee as well.", "Old Schools is an architectural attraction in the centre and they're located at Trinity Lane, post code cb21tt. Their phone number is 01223332320 and their entrance fee is free.", "Thanks! I will need a taxi to commute as well.", "Okay! From where to where?", "leave the attraction by 19:15", "I will need your destination in order to book your taxi. Where will you be going to?", "I'm going to De Luca Cucina and Bar", "Your taxi has been booked. It will be a yellow Skoda and their number is 07417597473.", "Have a nice day.", "Thank you, let me know if I can assist 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-food", "restaurant-pricerange" ], "slots_values_list": [ [ "modern european" ], [ "moderate" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", 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[ "restaurant" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5" ], "speaker": [ 0, 1, 0, 1, 0, 1 ], "utterance": [ "I need to find a moderately priced restaurant in the east part of town.", "The Curry Prince is in the moderate price range, and it is on the east part of town.", "Can you send me the address and the phone number of this restaurant?", "Yes, the Curry Prince is located at 451 Newmarket Road Fen Ditton and their phone number is 01223 566388. Can I help you with anything else?", "No, that will do it, thank you very much.", "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-area", "restaurant-pricerange" ], "slots_values_list": [ [ "east" ], [ "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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[ "taxi", "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": [ "Hello, I'm looking for an architecture place to go in the centre of town.", "there are several architecture places you could go, all saints church,great saint mary's church,holy trinity church, and old schools, which one could you prefer?", "Old Schools sounds cool - can I have their phone number?", "You can contact Old Schools at 01223332320. Is there anything else I can assist you with?", "I'm looking for the gonville hotel.", "Gonville hotel is in the expensive price range in the centre would you like me to book it", "No can I just get the hotel type and phone number please?", "It is a normal hotel and the phone number is 01223366611.", "Thanks. Can I also book a taxi to take me from the hotel to the old school. I want to leave the hotel by 21:00.", "The taxi has been reserved. Your taxi would be a black honda and you can contact it at 07973129543.", "Thank you so much that's all i need.", "Have a good trip at Cambridge. 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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'm looking for a place to stay. I'd like a hotel, not a guesthouse, and I don't care about internet.", "Do you have a specific area you would like to stay in?", "The west, please.", "I can offer you the Huntingdon Marriott, which is expensive, or the Cambridge Belfry, which is cheap.", "I'd like the Cambridge Belfry please.", "Great! Do you need information on the Cambridge Belfry, or would you like to book a room?", "I would like a room starting on Sunday for 4 nights. There will be 6 of staying.", "You are all set. The reference number is 12OOOWTR . Can I help you with anything else today?", "No, you've been great. Thank you. Goodbye.", "Your are welcome. I trust you will enjoy your visit.", "Thank you. Goodbye.", "Bye, 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-internet", "hotel-type" ], "slots_values_list": [ [ "dontcare" ], [ "hotel" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] }, { "service": [ "hotel", "taxi", "train", "bus", "police", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_hotel", "requested_slots": [], "slots_values": { "slots_values_name": [ "hotel-area", "hotel-internet", "hotel-type" ], "slots_values_list": [ [ "west" ], [ "dontcare" ], [ "hotel" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { 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"slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "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": [ "Cambridge Belfry" ], "start": [ 13 ], "exclusive_end": [ 29 ], "copy_from": [ "" ], "copy_from_value": [ [] ] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_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-internet", "hotel-name", "hotel-type" ], "slots_values_list": [ [ "west" ], [ "sunday" ], [ "6" ], [ "4" ], [ "dontcare" ], [ "cambridge belfry" ], [ "hotel" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] }, { "service": [ "hotel", "taxi", "train", "bus", "police", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [ "hotel-area", "hotel-bookday", "hotel-bookpeople", "hotel-bookstay", "hotel-internet", "hotel-name", "hotel-type" ], "slots_values_list": [ [ "west" ], [ "sunday" ], [ "6" ], [ "4" ], [ "dontcare" ], [ "cambridge belfry" ], [ "hotel" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] }, { "service": [ "hotel", "taxi", "train", "bus", "police", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [ "hotel-area", "hotel-bookday", "hotel-bookpeople", "hotel-bookstay", "hotel-internet", "hotel-name", "hotel-type" ], "slots_values_list": [ [ "west" ], [ "sunday" ], [ "6" ], [ "4" ], [ "dontcare" ], [ "cambridge belfry" ], [ "hotel" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] } ], "dialogue_acts": [ { "dialog_act": { "act_type": [ "Hotel-Inform" ], "act_slots": [ { "slot_name": [ "internet", "type" ], "slot_value": [ "dontcare", "hotel" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform" ], "act_slot_name": [ "type" ], "act_slot_value": [ "hotel" ], "span_start": [ 44 ], "span_end": [ 49 ] } }, { "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": [ "area" ], "slot_value": [ "west" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform" ], "act_slot_name": [ "area" ], "act_slot_value": [ "west" ], "span_start": [ 4 ], "span_end": [ 8 ] } }, { "dialog_act": { "act_type": [ "Hotel-Inform" ], "act_slots": [ { "slot_name": [ "name", "name", "pricerange", "pricerange" ], "slot_value": [ "Cambridge Belfry", "Huntingdon Marriott", "cheap", "expensive" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform", "Hotel-Inform", "Hotel-Inform", "Hotel-Inform" ], "act_slot_name": [ "name", "pricerange", "name", "pricerange" ], "act_slot_value": [ "Huntingdon Marriott", "expensive", "Cambridge Belfry", "cheap" ], "span_start": [ 20, 50, 68, 95 ], "span_end": [ 39, 59, 84, 100 ] } }, { "dialog_act": { "act_type": [ "Hotel-Inform" ], "act_slots": [ { "slot_name": [ "name" ], "slot_value": [ "cambridge belfry" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform" ], "act_slot_name": [ "name" ], "act_slot_value": [ "cambridge belfry" ], "span_start": [ 13 ], "span_end": [ 29 ] } }, { "dialog_act": { "act_type": [ "Booking-Inform", "general-reqmore" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Hotel-Inform" ], "act_slots": [ { "slot_name": [ "bookday", "bookpeople", "bookstay" ], "slot_value": [ "sunday", "6", "4" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform", "Hotel-Inform", "Hotel-Inform" ], "act_slot_name": [ "bookday", "bookstay", "bookpeople" ], "act_slot_value": [ "sunday", "4", "6" ], "span_start": [ 32, 43, 67 ], "span_end": [ 38, 44, 68 ] } }, { "dialog_act": { "act_type": [ "Booking-Book", "general-reqmore" ], "act_slots": [ { "slot_name": [ "ref" ], "slot_value": [ "12OOOWTR" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Booking-Book" ], "act_slot_name": [ "ref" ], "act_slot_value": [ "12OOOWTR" ], "span_start": [ 41 ], "span_end": [ 49 ] } }, { "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": [] } }, { "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", "attraction", "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17", "18", "19" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "Hello, can you recommend attractions in the Centre of town, please?", "Absolutely! My favorite place in the center of town is Cambridge University Botanic Gardens. It's beautiful there!", "That sounds great, thank you very much! What type of attraction is that?", "it is a park. can i give you their phone numbers?", "No thanks. Can you find a guesthouse with free parking for me?", "There are 21 guesthouses. Do you have a preference in price range or area of town?", "No, but I definitely need free wifi.", "That narrows it down to 21 options. Would you like a particular star rating?", "Not really. It's fine.", "Well, if you'll be visiting the centre, I recommend the El Shaddai. It's moderately priced with wi-fi and parking. Would you like me to make a booking for you?", "Yes, I will need it for 5 nights. 2 people and starting Monday.", "The booking was successful. 8QCQDYFQ is your reference number for that booking. Is there anything else that I can do for you?", "I will need a taxi as well", "Certainly, I can help you with that. What time would you like to leave or arrive by?", "I would like to leave the park by 11:00.", "Your taxi will be a yellow Volvo waiting at 11:00. The contact number for the taxi is 07072119452. May I help you with something else?", "Great that's all the info I needed today, thanks!", "I'm glad I could help you.", "Me too. 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[ "restaurant", "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I am looking for a place to stay with free parking and need to be in the north", "There are several that offer free parking in the north, do you have a price range?", "Yes, I'd like a moderately priced one, and I also need free wifi.", "I have 9 different places for you. Do you prefer a guesthouse or hotel?", "I would like a hotel please.", "Ashley hotel looks like a good choice.", "ok i would like to book it for thursday for 2 people for 3 night im also looking for a restaurant in the same price range as the hotel", "Booking was successful reference number is I53II5MX . There are several restaurants is there any food preference?", "Great. I also need to find a restaurant for the same number of people on the same day for 19:00.", "I'd love to help you find a place to eat. What kind of food do you like, and is there any part of town you prefer to dine in?", "I don't care about the type of cusine, I'd like it to be in the moderate range in the north.", "There is a Chinese restaurant and an Indian restaurant in the North. Where would you like to go?", "Let's go with the chinese place. Can you book me a table for 2 on Thursday at 19:00?", "I have your table reserved at the Golden Wok for Thursday at 19:00. The reference number is 5ZZI5FKL . Is there anything else I can help with?", "No, thank you, that's all.", "It was my pleasure to help. Have a great afternoon. 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[ "restaurant" ]

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Goodbye!" ], "frames": [ { "service": [ "restaurant", "taxi", "train", "bus", "police", "hotel", "attraction", "hospital" ], "state": [ { "active_intent": "find_restaurant", "requested_slots": [], "slots_values": { "slots_values_name": [ "restaurant-name" ], "slots_values_list": [ [ "the varsity restaurant" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_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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"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-name" ], "slots_values_list": [ [ "tuesday" ], [ "2" ], [ "20:00" ], [ "the varsity restaurant" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [ "restaurant-booktime" ], "value": [ "20:00" ], "start": [ 35 ], "exclusive_end": [ 40 ], "copy_from": [ "" ], "copy_from_value": [ [] ] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_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-bookday", "restaurant-bookpeople", "restaurant-booktime", "restaurant-name" ], "slots_values_list": [ [ "tuesday" ], [ "2" ], [ "20:00" ], [ "the varsity restaurant" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "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": [ "name" ], "slot_value": [ "the varsity restaurant" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform" ], "act_slot_name": [ "name" ], "act_slot_value": [ "the varsity restaurant" ], "span_start": [ 32 ], "span_end": [ 54 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Recommend", "general-reqmore" ], "act_slots": [ { "slot_name": [ "food", "name", "pricerange" ], "slot_value": [ "international", "The Varsity", "moderately" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Restaurant-Recommend", "Restaurant-Recommend", "Restaurant-Recommend" ], "act_slot_name": [ "name", "pricerange", "food" ], "act_slot_value": [ "The Varsity", "moderately", "international" ], "span_start": [ 0, 17, 55 ], "span_end": [ 11, 27, 68 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "bookday", "bookpeople", "booktime" ], "slot_value": [ "tuesday", "2", "20:00" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "bookpeople", "booktime", "bookday" ], "act_slot_value": [ "2", "20:00", "tuesday" ], "span_start": [ 30, 35, 44 ], "span_end": [ 31, 40, 51 ] } }, { "dialog_act": { "act_type": [ "Booking-Book" ], "act_slots": [ { "slot_name": [ "bookday", "bookpeople", "booktime", "ref" ], "slot_value": [ "Tuesday", "2", "20:00", "1EB89A0F" ] } ] }, "span_info": { "act_type": [ "Booking-Book", "Booking-Book", "Booking-Book", "Booking-Book" ], "act_slot_name": [ "bookpeople", "bookday", "booktime", "ref" ], "act_slot_value": [ "2", "Tuesday", "20:00", "1EB89A0F" ], "span_start": [ 19, 67, 78, 110 ], "span_end": [ 20, 74, 83, 118 ] } }, { "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'm looking for a place to go in the centre of town.", "There are a lot of attractions in the centre. Anything in particular?", "I'd like a nightclub please.", "I recommend the club salsa? Here is their phone number, 07782218745", "What is their address and the entrance fee?", "The address is 1 Station road and the entrance fee is 5 pounds. Is there anything else I can do for you?", "That's all for now. Thank you for the information.", "You're welcome, thank you for calling the Cambridge TownInfo centre. 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-area" ], "slots_values_list": [ [ "centre" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] }, { "service": [ "attraction", "taxi", "train", "bus", "police", "hotel", "restaurant", "hospital" ], "state": [ { "active_intent": "find_attraction", "requested_slots": [], "slots_values": { "slots_values_name": [ "attraction-area", "attraction-type" ], "slots_values_list": [ [ "centre" ], [ "nightclub" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "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-entrancefee", "attraction-address" ], "slots_values": { "slots_values_name": [ "attraction-area", "attraction-type" ], "slots_values_list": [ [ "centre" ], [ "nightclub" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "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": [ [ "centre" ], [ "nightclub" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] } ], "dialogue_acts": [ { "dialog_act": { "act_type": [ "Attraction-Inform" ], "act_slots": [ { "slot_name": [ "area" ], "slot_value": [ "centre" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform" ], "act_slot_name": [ "area" ], "act_slot_value": [ "centre" ], "span_start": [ 37 ], "span_end": [ 43 ] } }, { "dialog_act": { "act_type": [ "Attraction-Inform", "Attraction-Request" ], "act_slots": [ { "slot_name": [ "area", "choice" ], "slot_value": [ "centre", "a lot of" ] }, { "slot_name": [ "type" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform", "Attraction-Inform" ], "act_slot_name": [ "choice", "area" ], "act_slot_value": [ "a lot of", "centre" ], "span_start": [ 10, 38 ], "span_end": [ 18, 44 ] } }, { "dialog_act": { "act_type": [ "Attraction-Inform" ], "act_slots": [ { "slot_name": [ "type" ], "slot_value": [ "nightclub" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform" ], "act_slot_name": [ "type" ], "act_slot_value": [ "nightclub" ], "span_start": [ 11 ], "span_end": [ 20 ] } }, { "dialog_act": { "act_type": [ "Attraction-Recommend" ], "act_slots": [ { "slot_name": [ "name", "phone" ], "slot_value": [ "club salsa", "07782218745" ] } ] }, "span_info": { "act_type": [ "Attraction-Recommend", "Attraction-Recommend" ], "act_slot_name": [ "name", "phone" ], "act_slot_value": [ "club salsa", "07782218745" ], "span_start": [ 16, 56 ], "span_end": [ 26, 67 ] } }, { "dialog_act": { "act_type": [ "Attraction-Request" ], "act_slots": [ { "slot_name": [ "address", "entrancefee" ], "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", "entrancefee" ], "slot_value": [ "1 Station road", "5 pounds" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform", "Attraction-Inform" ], "act_slot_name": [ "address", "entrancefee" ], "act_slot_value": [ "1 Station road", "5 pounds" ], "span_start": [ 15, 54 ], "span_end": [ 29, 62 ] } }, { "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", "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 train that goes to Cambridge and arrives by 08:45.", "I found 231 trains that fit your request. Where will you be departing from?", "I will be departing from Birmingham New Street on Tuesday.", "TR0254 Leaves at 05:40, would you like me to book that for you?", "No thank you. Please tell me about the ticket pricing and time of travel", "The price is 75.10 pounds and it is a 163 minutes ride. Can I help you with anything else?", "Please book 6 tickets and send me the reference number.", "Booking was successful, the total fee is 450.6GBP payable at the station . Reference number is : G368B2VI. Can I help with anything else today?", "Yes please. I need a 3 star hotel that offers free wifi", "I found two expensive hotels, one in the centre and one in the south of town. Do you have a preference?", "I would like to stay in the centre of town please.", "What price range and what star rating are you looking for ?", "I would prefer a 3 star rating, price range isn't important.", "Okay there are two options, the gonville hotel and the lensfield hotel", "I want the hotel located in the centre, as I stated before.", "The Gonville Hotel is in the centre of town. Would you like me to book a room or is there anything i can assist you with?", "please just send me their postcode. thank you", "The postcode is cb11ly.", "Thank you for all your help.", "You are quite welcome. Is there anything else I can assist you with?", "That is all that I need.", "Thank you for using the Cambridge TownInfo Centre. 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[ "attraction", "taxi" ]

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[]

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"Parkside, Cambridge" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Police-Inform" ], "act_slot_name": [ "address" ], "act_slot_value": [ "Parkside, Cambridge" ], "span_start": [ 15 ], "span_end": [ 34 ] } }, { "dialog_act": { "act_type": [ "Police-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": [ "Police-Inform" ], "act_slots": [ { "slot_name": [ "postcode" ], "slot_value": [ "CB11JG" ] } ] }, "span_info": { "act_type": [ "Police-Inform" ], "act_slot_name": [ "postcode" ], "act_slot_value": [ "CB11JG" ], "span_start": [ 11 ], "span_end": [ 17 ] } }, { "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-greet" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

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

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "Please find a place called Club Salsa.", "Club Salsa Is located at 1 station road. Do you need any more information?", "Wonderful. The address was exactly what I wanted. You're so efficient.", "Great I am glad I could be of help.", "I am also looking for a moroccan restaurant in the centre.", "I'm sorry there are no moroccan restaurants in the centre of town.", "Boo. I guess I would be able to try a modern european food restaurant?", "I recommend De Luca Cucina and Bar on 83 Regent Street. It is moderately priced and in the centre of town. Would you like me to book a reservation?", "Sounds good! Please book a table for 3 on Friday at 13:00 and be sure to provide me with the reference number.", "Your table has been successfully booked! Your reference number is GVN0GC4A . Is there anything else I can help you with today?", "I also need a taxi to get me between the two places", "I need some more information please. When would you like to leave and when would you like to arrive?", "Can you get me from Club Salsa to De Luca Cucina by 13:00 please?", "Absolutely! Your taxi has been booked. It's a blue ford and the contact number is 07118061422. Is there anything else that I can help you with?", "No not that I can think of you have done everything for me. Thank you so much for your help.", "No problem, have a wonderful day!" ], "frames": [ { "service": [ "attraction", "taxi", "train", "bus", "police", "hotel", "restaurant", "hospital" ], "state": [ { "active_intent": "find_attraction", "requested_slots": [], "slots_values": { "slots_values_name": [ "attraction-name" ], "slots_values_list": [ [ "club salsa" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_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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"taxi", "restaurant", "attraction", "bus", "police", "hotel", "train", "hospital" ], "state": [ { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [ "taxi-arriveby", "taxi-departure", "taxi-destination" ], "slots_values_list": [ [ "13:00" ], [ "club salsa" ], [ "de luca cucina and bar", "de luca cucina" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [ "restaurant-area", "restaurant-bookday", "restaurant-bookpeople", "restaurant-booktime", "restaurant-food", "restaurant-name" ], "slots_values_list": [ [ "centre" ], [ "friday" ], [ "3" ], [ "13:00" ], [ "modern european" ], [ "de luca cucina and bar" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [ "attraction-name" ], "slots_values_list": [ [ "club salsa" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { 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"Attraction-Inform" ], "act_slot_name": [ "name", "address" ], "act_slot_value": [ "Club Salsa", "1 station road" ], "span_start": [ 0, 25 ], "span_end": [ 10, 39 ] } }, { "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": [ "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": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "area", "food" ], "slot_value": [ "centre", "moroccan" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "food", "area" ], "act_slot_value": [ "moroccan", "centre" ], "span_start": [ 24, 51 ], "span_end": [ 32, 57 ] } }, { "dialog_act": { "act_type": [ "Restaurant-NoOffer" ], "act_slots": [ { "slot_name": [ "area", "food" ], "slot_value": [ "centre of town", "moroccan" ] } ] }, "span_info": { "act_type": [ "Restaurant-NoOffer", "Restaurant-NoOffer" ], "act_slot_name": [ "food", "area" ], "act_slot_value": [ "moroccan", "centre of town" ], "span_start": [ 23, 51 ], "span_end": [ 31, 65 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "food" ], "slot_value": [ "modern european" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform" ], "act_slot_name": [ "food" ], "act_slot_value": [ "modern european" ], "span_start": [ 38 ], "span_end": [ 53 ] } }, { "dialog_act": { "act_type": [ "Booking-Inform", "Restaurant-Recommend" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "address", "area", "name", "pricerange" ], "slot_value": [ "83 Regent Street", "centre of town", "De Luca Cucina and Bar", "moderately priced" ] } ] }, "span_info": { "act_type": [ "Restaurant-Recommend", "Restaurant-Recommend", "Restaurant-Recommend", "Restaurant-Recommend" ], "act_slot_name": [ "name", "address", "pricerange", "area" ], "act_slot_value": [ "De Luca Cucina and Bar", "83 Regent Street", "moderately priced", "centre of town" ], "span_start": [ 12, 38, 62, 91 ], "span_end": [ 34, 54, 79, 105 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform", "Restaurant-Request" ], "act_slots": [ { "slot_name": [ "bookday", "bookpeople", "booktime" ], "slot_value": [ "friday", "3", "13:00" ] }, { "slot_name": [ "ref" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "bookpeople", "bookday", "booktime" ], "act_slot_value": [ "3", "friday", "13:00" ], "span_start": [ 37, 42, 52 ], "span_end": [ 38, 48, 57 ] } }, { "dialog_act": { "act_type": [ "Booking-Book", "general-reqmore" ], "act_slots": [ { "slot_name": [ "ref" ], "slot_value": [ "GVN0GC4A" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Booking-Book" ], "act_slot_name": [ "ref" ], "act_slot_value": [ "GVN0GC4A" ], "span_start": [ 66 ], "span_end": [ 74 ] } }, { "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": [ "arriveby", "leaveat" ], "slot_value": [ "?", "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Taxi-Inform" ], "act_slots": [ { "slot_name": [ "arriveby", "departure", "destination" ], "slot_value": [ "13:00", "club salsa", "de luca cucina" ] } ] }, "span_info": { "act_type": [ "Taxi-Inform", "Taxi-Inform", "Taxi-Inform" ], 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"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": [ "Yes I am looking for information on Michael House cafe.", "The Michael House cafe is an expensive european restaurant located in the centre. Would you like me to make you a reservation?", "Yes, please. For a party of 7 on Friday, at 17:15.", "Booking was successful. The table will be reserved for 15 minutes. Reference number is : ALCPCA3P . Is there anything else I can help you with?", "That will be all. Thank you very much.", "You're welcome. Enjoy your 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": [ [ "michaelhouse cafe", "michael house cafe" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "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": [ "Michael House cafe" ], "start": [ 36 ], "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": [] }, { "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-name" ], "slots_values_list": [ [ "friday" ], [ "7" ], [ "17:15" ], [ "michaelhouse cafe", "michael house cafe" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [ "restaurant-booktime" ], "value": [ "17:15" ], "start": [ 44 ], "exclusive_end": [ 49 ], "copy_from": [ "" ], "copy_from_value": [ [] ] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_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-bookday", "restaurant-bookpeople", "restaurant-booktime", "restaurant-name" ], "slots_values_list": [ [ "friday" ], [ "7" ], [ "17:15" ], [ "michaelhouse cafe", "michael house cafe" ] ] } }, { "active_intent": "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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"area", "food", "name", "pricerange" ], "slot_value": [ "in the centre", "european", "The Michael House cafe", "expensive" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "name", "pricerange", "food", "area" ], "act_slot_value": [ "The Michael House cafe", "expensive", "european", "in the centre" ], "span_start": [ 0, 29, 39, 67 ], "span_end": [ 22, 38, 47, 80 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "bookday", "bookpeople", "booktime" ], "slot_value": [ "friday", "7", "17:15" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "bookpeople", "bookday", "booktime" ], "act_slot_value": [ "7", "friday", "17:15" ], "span_start": [ 28, 33, 44 ], "span_end": [ 29, 39, 49 ] } }, { "dialog_act": { "act_type": [ "Booking-Book", "general-reqmore" ], "act_slots": [ { "slot_name": [ "ref" ], "slot_value": [ "ALCPCA3P" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Booking-Book" ], "act_slot_name": [ "ref" ], "act_slot_value": [ "ALCPCA3P" ], "span_start": [ 89 ], "span_end": [ 97 ] } }, { "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": [ "I want to find a restaurant in the centre part of town and serves british food.", "There are several British restaurants. Do you have a price range in mind?", "I have no preference. can i please have the address and phone number of one of them ?", "Cotto is a british restaurant in the moderate price range and in the centre. Its address is 183 east road city centre and its phone number is 01223 302010. Is there anything else I can help you with?", "Nope, that'll do it, thank you for your help.", "Have a nice day! 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" ], [ "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": [], 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], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "name", "food", "pricerange", "address", "phone" ], "act_slot_value": [ "Cotto", "british", "moderate", "183 east road city centre", "01223 302010" ], "span_start": [ 0, 11, 37, 92, 142 ], "span_end": [ 5, 18, 45, 117, 154 ] } }, { "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": [] } } ] }

[ "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" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "Yes I am looking for a hotel in the centre of town.", "We have 3 hotels in the centre of town. Did you want a moderately priced one or an expensive hotel?", "Price doesn't matter and I don't need internet. I do however need free parking.", "In that case, I recommend the University Arms Hotel, a 4-star place on regent street.", "That sounds good, let's go with that one.", "I can book that for you. How many people will be staying? How many nights do you want to stay?", "I would like it to be for 6 people and 2 nights starting from Wednesday, please.", "Your room is booked, ref# KHHJBQSZ . Can I help you with anything else today?", "Thank you. I also would like to find some places to go in the area of the hotel.", "We're fortunate to have a wide variety of attractions in the centre of town. Do you have any specific interests today?", "I think I would like it to be of the multiple sports type.", "Unfortunately there are no multiple sports attractions in the center. Please consider changing the attraction type or area.", "Are there any theatres near the University Arms Hotel?", "There are four theatres in tat area, I recommend the mumford theatre.", "Okay, can I please have the postcode?", "Of course, it's cb11pt.", "Thanks! I'll also need a taxi from the theatre to the hotel, and I'll need to leave the theatre by 07:30, please.", "I've booked it and the car you're looking for is a yellow ford and the contact number is 07609359169. Is there anything else?", "That's all I need. Thank you and goodbye!", "Thank you for contacting Cambridge TownInfo centre. 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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": [] } } ] }

[ "restaurant", "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "Hi there, I'm hoping you can help me find a hotel in the south of Cambridge.", "The Lensfield hotel, which is expensive is the only hotel in South Cambridge. Will this work for you?", "no, I need a moderately priced place that doesn't need have free wifi or parking in the area of south, thank you", "There are guesthouses available in the South Cambridge area moderately priced that have free wi-fi and parking. Would you like to hear more about them?", "Yes i would love to hear more information about them. Thank you.", "Alright the aylesbray lodge guest house is a 4 star guest house. Does that interest you?", "Sure. May I have the address?", "Sure, the aylesbray lodge guest house is located at 5 mowbray road. Can I be of any further assistance today?", "I also need a place to dine that is in the same area and price range as the hotel.", "I have the Pizza Hut that is moderately priced in the South and also Restaurant Alimentum that serves modern European food. Any interest you?", "Hmm, I was looking for Fusion type food, are there any that have that?", "I'm sorry, there isn't. Can I provide you information on a different type of cuisine?", "Yes, are there any good Indian restaurants?", "There is one expensive Indian restaurant in the South: Taj Tandoori. Would you like to make a reservation?", "Great can I get their phone number, address, and postcode", "Absolutely! The Taj Tandoori is located at 64 Cherry Hinton Road Cherry Hinton. Their postcode is cb17aa. The phone number to reach them is 01223412299. Would you like a reservation?", "Not at this time. Thank you for the information! Good-bye", "You're welcome. Please let us know if you need assistance with anything else. 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[], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Hotel-Inform" ], "act_slots": [ { "slot_name": [ "name", "stars", "type" ], "slot_value": [ "aylesbray lodge guest house", "4", "guest house" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform", "Hotel-Inform" ], "act_slot_name": [ "name", "stars" ], "act_slot_value": [ "aylesbray lodge guest house", "4" ], "span_start": [ 12, 45 ], "span_end": [ 39, 46 ] } }, { "dialog_act": { "act_type": [ "Hotel-Request" ], "act_slots": [ { "slot_name": [ "address" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Hotel-Inform", "general-reqmore" ], "act_slots": [ { "slot_name": [ "address", "name" ], "slot_value": [ "5 mowbray road", "aylesbray lodge guest house" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform", "Hotel-Inform" ], "act_slot_name": [ "name", "address" ], "act_slot_value": [ "aylesbray lodge guest house", "5 mowbray road" ], "span_start": [ 10, 52 ], "span_end": [ 37, 66 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "area" ], "slot_value": [ "south" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform" ], "act_slot_name": [ "area" ], "act_slot_value": [ "south" ], "span_start": [ 43 ], "span_end": [ 52 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "area", "food", "name", "name", "pricerange" ], "slot_value": [ "South", "modern European", "Pizza Hut", "Restaurant Alimentum", "moderately priced" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "name", "pricerange", "area", "name", "food" ], "act_slot_value": [ "Pizza Hut", "moderately priced", "South", "Restaurant Alimentum", "modern European" ], "span_start": [ 11, 29, 54, 69, 102 ], "span_end": [ 20, 46, 59, 89, 117 ] } }, { "dialog_act": { "act_type": [ "Hotel-Request", "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "type" ], "slot_value": [ "?" ] }, { "slot_name": [ "food" ], "slot_value": [ "fusion" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform" ], "act_slot_name": [ "food" ], "act_slot_value": [ "fusion" ], "span_start": [ 23 ], "span_end": [ 29 ] } }, { "dialog_act": { "act_type": [ "Restaurant-NoOffer", "Restaurant-Request" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "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": [ "indian" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform" ], "act_slot_name": [ "food" ], "act_slot_value": [ "indian" ], "span_start": [ 24 ], "span_end": [ 30 ] } }, { "dialog_act": { "act_type": [ "Booking-Inform", "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "area", "choice", "food", "name", "pricerange" ], "slot_value": [ "South", "one", "Indian", "Taj Tandoori", "expensive" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "choice", "pricerange", "food", "area", "name" ], "act_slot_value": [ "one", "expensive", "Indian", "South", "Taj Tandoori" ], "span_start": [ 9, 13, 23, 48, 55 ], "span_end": [ 12, 22, 29, 53, 67 ] } }, { "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": [ "Booking-Inform", "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "address", "name", "phone", "postcode" ], "slot_value": [ "64 Cherry Hinton Road Cherry Hinton", "Taj Tandoori", "01223412299", "cb17aa" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "name", "address", "postcode", "phone" ], "act_slot_value": [ "Taj Tandoori", "64 Cherry Hinton Road Cherry Hinton", "cb17aa", "01223412299" ], "span_start": [ 16, 43, 98, 140 ], "span_end": [ 28, 78, 104, 151 ] } }, { "dialog_act": { "act_type": [ "general-bye" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-bye", "general-welcome" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

[ "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5" ], "speaker": [ 0, 1, 0, 1, 0, 1 ], "utterance": [ "I am looking for a cheap hotel that includes free parking.", "Ok. There are 10 hotels that meet those criteria. What part of town would you prefer?", "I WOULD PREFER A NICE PART OF TOWN.", "The city centre is nice. There's alexander bed and breakfast, a 4 star guesthouse that meets your criteria. Woiuld you like me to book a reservation.", "Yes, can you book me for 4 people and 3 nights starting on thursday?", "Okay I will make the reservation." ], "frames": [ { "service": [ "hotel", "taxi", "train", "bus", "police", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_hotel", "requested_slots": [], "slots_values": { "slots_values_name": [ "hotel-parking", "hotel-pricerange" ], "slots_values_list": [ [ "yes" ], [ "cheap" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "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-parking", "hotel-pricerange" ], "slots_values_list": [ [ "yes" ], [ "cheap" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "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": [ "hotel" ], "state": [ { "active_intent": "", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [ "hotel-name" ], "value": [ "alexander bed and breakfast" ], "start": [ 33 ], "exclusive_end": [ 60 ], "copy_from": [ "" ], "copy_from_value": [ [] ] } ] }, { "service": [ "hotel", "taxi", "train", "bus", "police", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "book_hotel", "requested_slots": [], "slots_values": { "slots_values_name": [ "hotel-bookday", "hotel-bookpeople", "hotel-bookstay", "hotel-name", "hotel-parking", "hotel-pricerange" ], "slots_values_list": [ [ "thursday" ], [ "4" ], [ "3" ], [ "alexander bed and breakfast" ], [ "yes" ], [ "cheap" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "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": [ "parking", "pricerange" ], "slot_value": [ "yes", "cheap" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform" ], "act_slot_name": [ "pricerange" ], "act_slot_value": [ "cheap" ], "span_start": [ 19 ], "span_end": [ 24 ] } }, { "dialog_act": { "act_type": [ "Hotel-Inform", "Hotel-Request" ], "act_slots": [ { "slot_name": [ "choice", "type" ], "slot_value": [ "10", "hotels" ] }, { "slot_name": [ "area" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform", "Hotel-Inform" ], "act_slot_name": [ "choice", "type" ], "act_slot_value": [ "10", "hotels" ], "span_start": [ 14, 17 ], "span_end": [ 16, 23 ] } }, { "dialog_act": { "act_type": [], "act_slots": [] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Booking-Inform", "Hotel-Inform", "Hotel-Select" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "name", "stars", "type" ], "slot_value": [ "alexander bed and breakfast", "4", "guesthouse" ] }, { "slot_name": [ "area" ], "slot_value": [ "city centre" ] } ] }, "span_info": { "act_type": [ "Hotel-Select", "Hotel-Inform", "Hotel-Inform", "Hotel-Inform" ], "act_slot_name": [ "area", "name", "stars", "type" ], "act_slot_value": [ "city centre", "alexander bed and breakfast", "4", "guesthouse" ], "span_start": [ 4, 33, 64, 71 ], "span_end": [ 15, 60, 65, 81 ] } }, { "dialog_act": { "act_type": [ "Hotel-Inform" ], "act_slots": [ { "slot_name": [ "bookday", "bookpeople", "bookstay" ], "slot_value": [ "thursday", "4", "3" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform", "Hotel-Inform", "Hotel-Inform" ], "act_slot_name": [ "bookpeople", "bookstay", "bookday" ], "act_slot_value": [ "4", "3", "thursday" ], "span_start": [ 25, 38, 59 ], "span_end": [ 26, 39, 67 ] } }, { "dialog_act": { "act_type": [ "Booking-Inform" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

[ "restaurant" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I would like a moderately priced restaurant in the west part of town", "Of course. May I suggest Meghna, an Indian restaurant?", "Not really wanting Indian today. Anything else?", "There is also an Italian and British restaurant. Would you prefer one of these?", "Could I have the address and phone number for the British restaurant?", "Saint johns chop house serves british food, is located in the west part of town and is in the moderate price range. their phone number is 01223 353110 and they are located at 21 - 24 Northampton Street", "and also postcode please", "Their postcode is C.B. 1 7 D.Y", "Thank you. Goodbye!", "Thank you, goodbye!" ], "frames": [ { "service": [ "restaurant", "taxi", "train", "bus", "police", "hotel", "attraction", "hospital" ], "state": [ { "active_intent": "find_restaurant", "requested_slots": [], "slots_values": { "slots_values_name": [ "restaurant-area", "restaurant-pricerange" ], "slots_values_list": [ [ "west" ], [ "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": "find_restaurant", "requested_slots": [], "slots_values": { "slots_values_name": [ "restaurant-area", "restaurant-pricerange" ], "slots_values_list": [ [ "west" ], [ "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": { 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"pricerange" ], "slot_value": [ "21 - 24 Northampton Street", "west", "british", "Saint johns chop house", "01223 353110", "moderate" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "name", "food", "area", "pricerange", "phone", "address" ], "act_slot_value": [ "Saint johns chop house", "british", "west", "moderate", "01223 353110", "21 - 24 Northampton Street" ], "span_start": [ 0, 30, 62, 94, 138, 175 ], "span_end": [ 22, 37, 66, 102, 150, 201 ] } }, { "dialog_act": { "act_type": [ "Restaurant-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": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "postcode" ], "slot_value": [ "C.B. 1 7 D.Y" ] } ] }, "span_info": { 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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" ], "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 in the north.", "We have two options in North available for you, do you have any additional criteria to choose between those or would you like a reccomendation?", "I do want it to be a 4-star place.", "It looks like there aren't any 4 star hotels in the north. Would you like me to check another area?", "No, I like the North. Perhaps there is a guesthouse that is 4 stars?", "There are several options for guesthouses in the north with 4 stars, would you prefer moderate or cheap price range?", "I would prefer the cheap price range.", "Would you like to book worth house?", "What is the price of the Worth House?", "Sorry, I don't have that information. There phone number is 01223316074.", "can you book a room for tuesday, 5 nights, 5 people.", "Sure, your booking for the Worth House for a 5 night stay has been confirmed. Your reference number is GWIK59YW . May I help with anything else?", "Can you help me find a restaurant as well?", "I search for restaurants in the north, there are 9 options, any preferences?", "The restaurant should be in the same area as the hotel and should be in the expensive price", "I have many in those categories. How about trying Saigon City?", "Thank you. I just need their phone number and postcode.", "The phone number for Saigon City is 01223356555. The post code is cb41nl. Can I help you with anyone else?", "I also need a taxi to commute between the hotel and restaurant.", "When would you like to leave?", "I would like to leave the hotel by 8:30.", "I booked you a yellow lexus and you can reach the driver at 07465015812. Would that be all today?", "Thank you for the booking of the taxi. That will be all foe now.", "Thank you for using Cambridge TownInfo centre. 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"type", "area" ], "act_slot_value": [ "4", "hotels", "north" ], "span_start": [ 31, 38, 52 ], "span_end": [ 32, 44, 57 ] } }, { "dialog_act": { "act_type": [ "Hotel-Inform" ], "act_slots": [ { "slot_name": [ "area", "stars", "type" ], "slot_value": [ "north", "4", "guesthouse" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform", "Hotel-Inform", "Hotel-Inform" ], "act_slot_name": [ "area", "type", "stars" ], "act_slot_value": [ "north", "guesthouse", "4" ], "span_start": [ 15, 41, 60 ], "span_end": [ 20, 51, 61 ] } }, { "dialog_act": { "act_type": [ "Hotel-Inform", "Hotel-Select" ], "act_slots": [ { "slot_name": [ "area", "choice", "stars", "type" ], "slot_value": [ "north", "several", "4", "guesthouses" ] }, { "slot_name": [ "pricerange", "pricerange" ], "slot_value": [ "cheap", "moderate" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform", "Hotel-Inform", "Hotel-Inform", "Hotel-Inform", "Hotel-Select", "Hotel-Select" ], "act_slot_name": [ "choice", "type", "area", "stars", "pricerange", "pricerange" ], "act_slot_value": [ "several", "guesthouses", "north", "4", "moderate", "cheap" ], "span_start": [ 10, 30, 49, 60, 86, 98 ], "span_end": [ 17, 41, 54, 61, 94, 103 ] } }, { "dialog_act": { "act_type": [ "Hotel-Inform" ], "act_slots": [ { "slot_name": [ "pricerange" ], "slot_value": [ "cheap" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform" ], "act_slot_name": [ "pricerange" ], "act_slot_value": [ "cheap" ], "span_start": [ 19 ], "span_end": [ 24 ] } }, { "dialog_act": { "act_type": [ "Booking-Inform" ], "act_slots": [ { "slot_name": [ "name" ], "slot_value": [ "worth house" ] } ] }, "span_info": { "act_type": [ "Booking-Inform" ], "act_slot_name": [ "name" ], "act_slot_value": [ "worth house" ], "span_start": [ 23 ], "span_end": [ 34 ] } }, { "dialog_act": { "act_type": [ "Hotel-Inform" ], "act_slots": [ { "slot_name": [ "name" ], "slot_value": [ "worth house" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform" ], "act_slot_name": [ "name" ], "act_slot_value": [ "worth house" ], "span_start": [ 25 ], "span_end": [ 36 ] } }, { "dialog_act": { "act_type": [ "Hotel-Inform" ], "act_slots": [ { "slot_name": [ "phone" ], "slot_value": [ "01223316074" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform" ], "act_slot_name": [ "phone" ], "act_slot_value": [ "01223316074" ], "span_start": [ 60 ], "span_end": [ 71 ] } }, { "dialog_act": { "act_type": [ "Hotel-Inform" ], "act_slots": [ { "slot_name": [ "bookday", "bookpeople", "bookstay" ], "slot_value": [ "tuesday", "5", "5" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform", "Hotel-Inform", "Hotel-Inform" ], "act_slot_name": [ "bookday", "bookstay", "bookpeople" ], "act_slot_value": [ "tuesday", "5", "5" ], "span_start": [ 24, 33, 43 ], "span_end": [ 31, 34, 44 ] } }, { "dialog_act": { "act_type": [ "Booking-Book", "general-reqmore" ], "act_slots": [ { "slot_name": [ "bookstay", "name", "ref" ], "slot_value": [ "5", "Worth House", "GWIK59YW" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Booking-Book", "Booking-Book", "Booking-Book" ], "act_slot_name": [ "name", "bookstay", "ref" ], "act_slot_value": [ "Worth House", "5", "GWIK59YW" ], "span_start": [ 27, 45, 103 ], "span_end": [ 38, 46, 111 ] } }, { "dialog_act": { "act_type": [ "Restaurant-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-Inform" ], "act_slots": [ { "slot_name": [ "area", "choice" ], "slot_value": [ "north", "9" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "area", "choice" ], "act_slot_value": [ "north", "9" ], "span_start": [ 32, 49 ], "span_end": [ 37, 50 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "area", "pricerange" ], "slot_value": [ "north", "expensive" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "area", "pricerange" ], "act_slot_value": [ "north", "expensive" ], "span_start": [ 32, 76 ], "span_end": [ 41, 85 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform", "Restaurant-Recommend" ], "act_slots": [ { "slot_name": [ "choice" ], "slot_value": [ "many" ] }, { "slot_name": [ "name" ], "slot_value": [ "Saigon City" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Recommend" ], "act_slot_name": [ "choice", "name" ], "act_slot_value": [ "many", "Saigon City" ], "span_start": [ 7, 50 ], "span_end": [ 11, 61 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Request" ], "act_slots": [ { "slot_name": [ "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": [ "name", "phone", "postcode" ], "slot_value": [ "Saigon City", "01223356555", "cb41nl" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "name", "phone", "postcode" ], "act_slot_value": [ "Saigon City", "01223356555", "cb41nl" ], "span_start": [ 21, 36, 66 ], "span_end": [ 32, 47, 72 ] } }, { "dialog_act": { "act_type": [ "Hotel-Inform", "Restaurant-Inform", "Taxi-Inform" ], "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": [] } }, { "dialog_act": { "act_type": [ "Taxi-Request" ], "act_slots": [ { "slot_name": [ "leaveat" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Taxi-Inform" ], "act_slots": [ { "slot_name": [ "leaveat" ], "slot_value": [ "8:30" ] } ] }, "span_info": { "act_type": [ "Taxi-Inform" ], "act_slot_name": [ "leaveat" ], "act_slot_value": [ "8:30" ], "span_start": [ 35 ], "span_end": [ 39 ] } }, { "dialog_act": { "act_type": [ "Taxi-Inform" ], "act_slots": [ { "slot_name": [ "phone", "type" ], "slot_value": [ "07465015812", "yellow lexus" ] } ] }, "span_info": { "act_type": [ "Taxi-Inform", "Taxi-Inform" ], "act_slot_name": [ "type", "phone" ], "act_slot_value": [ "yellow lexus", "07465015812" ], "span_start": [ 15, 60 ], "span_end": [ 27, 71 ] } }, { "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": [ "general-bye", "general-thank" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

[ "attraction" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5" ], "speaker": [ 0, 1, 0, 1, 0, 1 ], "utterance": [ "I'm looking for information about a particular attraction. It's called the Man on the Moon.", "The man on the moon is on 2 norfolk street in the centre area. Would you like to order tickets?", "Not right now. Can you tell me it's postcode and entrance fee?", "I'm sorry, we don't have any information in our database regarding their entrance fee, but their postcode is cb12lf. Can I help you with anything else?", "No, that's all. Thanks.", "Thank you, goodbye." ], "frames": [ { "service": [ "attraction", "taxi", "train", "bus", "police", "hotel", "restaurant", "hospital" ], "state": [ { "active_intent": "find_attraction", "requested_slots": [], "slots_values": { "slots_values_name": [ "attraction-name" ], "slots_values_list": [ [ "the man on the moon" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "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": [ "attraction-name" ], "value": [ "the Man on the Moon" ], "start": [ 71 ], "exclusive_end": [ 90 ], "copy_from": [ "" ], "copy_from_value": [ [] ] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_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-entrancefee", "attraction-postcode" ], "slots_values": { "slots_values_name": [ "attraction-name" ], "slots_values_list": [ [ "the man on the moon" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "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-name" ], "slots_values_list": [ [ "the man on the moon" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "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": [ "name" ], "slot_value": [ "the man on the moon" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform" ], "act_slot_name": [ "name" ], "act_slot_value": [ "the man on the moon" ], "span_start": [ 71 ], "span_end": [ 90 ] } }, { "dialog_act": { "act_type": [ "Attraction-Inform", "Booking-Inform" ], "act_slots": [ { "slot_name": [ "address", "area", "name" ], "slot_value": [ "2 norfolk street", "the centre", "The man on the moon" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform", "Attraction-Inform", "Attraction-Inform" ], "act_slot_name": [ "name", "address", "area" ], "act_slot_value": [ "The man on the moon", "2 norfolk street", "the centre" ], "span_start": [ 0, 26, 46 ], "span_end": [ 19, 42, 56 ] } }, { "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": [ "we don't have any information", "cb12lf" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform", "Attraction-Inform" ], "act_slot_name": [ "entrancefee", "postcode" ], "act_slot_value": [ "we don't have any information", "cb12lf" ], "span_start": [ 11, 109 ], "span_end": [ 40, 115 ] } }, { "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", "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": [ "Can you help me find a hotel in the north?", "Yes do you have a price range preference?", "Yes I have a moderate price range.", "Ashley Hotel is moderately priced and located in the north. Would you like to book a room?", "Does it offer free parking? If so, I would like to book it for four nights starting Thursday for 3 people please.", "Yes it offers free parking.", "Can I have a reference number for the booking?", "Ashley Hotel will be expecting your party of 3 for 4 nights starting Thursday. Your reference number is K5JO25UL . Is there anything else I can do for you?", "Yes. I would like to find a restaurant in the same area and price range of the hotel that serves Cuban food.", "I'm sorry, there are no Cuban restaurants in the city - is there another type of cuisine that you'd like to try?", "What about one that has Chinese food?", "I've found one result. It is golden wok. Do you want a reservation?", "Yes, I'd like to book for Thursday at 17:15 with 3 people. Send me the reference number too.", "The booking was successful, here is your reference number 0Q4KUTUA . Is there anything else I can do for you?", "I will also need a taxi.", "Where will you be leaving from?", "I need picked up at the hotel.", "What time would you like to be picked up?", "I need to get to the restaurant by the reservation time, isn't it obvious?", "I did not want to make assumptions for you, but now you are booked. A black bmw will take you. The contact number is 07551001124", "Thank you, and I apologize for getting snappy with you. That is all I need for today.", "You are very welcome! It was a pleasure assisting you, and I hope you have a wonderful time in Cambridge!" ], "frames": [ { "service": [ "hotel", "taxi", "train", "bus", "police", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_hotel", "requested_slots": [], "slots_values": { "slots_values_name": [ "hotel-area" ], "slots_values_list": [ [ "north" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_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": [] } }, { 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[ "restaurant", "attraction" ]

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Could you give me their address and phone number please?", "Sure, their address is 98 King Street, and the phone number is 01223314960.", "Thank you. that is all the information I'l be needing today!", "Have a wonderful time!" ], "frames": [ { "service": [ "restaurant", "taxi", "train", "bus", "police", "hotel", "attraction", "hospital" ], "state": [ { "active_intent": "find_restaurant", "requested_slots": [], "slots_values": { "slots_values_name": [ "restaurant-pricerange" ], "slots_values_list": [ [ "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": [], 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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": [ "I'm looking for information on the People's Portrait Exhibition at Girton College.", "The people's portraits exhibition at girton college is a museum in the west area of town and is free to enter. Would you like more information about it?", "Yes please. You said it was free, correct?", "Yes that is correct it is FREE to enter the People's Portraits Exhibition at Girton College.", "Ok thanks I also need a place to stay located in the east and must be a guesthouse, can you help me?", "I have 6 different options. Do you have a preference for the price range?", "I prefer to stay somewhere in the cheap price range, and it should include free parking.", "I have 3 options left. I have the Allenbell, the Autumn House and the Leverton House. All offer free parking and free internet. Which would you prefer?", "Pick one for me. I need a hotel for 2 people and 5 nights starting from wednesday.", "Ok, I booked you at the allenbell. The reference number is KLNF2GX0.", "Thank you. I also need a taxi to commute between the two places. I want to leave the attraction by 22:30.", "I have booked you a taxi leaving the attraction at 22:30 for the allenbell. It's a red ford, and your contact number is 07249911118. Can I help with anything else?", "No thank you. You've been great!", "You're welcome. Have a nice day. 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[], "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" ], "slot_value": [ "gastropub" ] }, { "slot_name": [ "address" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform" ], "act_slot_name": [ "food" ], "act_slot_value": [ "gastropub" ], "span_start": [ 47 ], "span_end": [ 56 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "address", "area", "food", "name" ], "slot_value": [ "Corn Exchange Street", "centre", "Gastropub", "The cow pizza kitchen and bar" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "name", "food", "address", "area" ], "act_slot_value": [ "The cow pizza kitchen and bar", "Gastropub", "Corn Exchange Street", "centre" ], "span_start": [ 0, 37, 70, 98 ], "span_end": [ 29, 46, 90, 104 ] } }, { "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", "12", "13" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I'm looking for a cheap hotel in the north.", "I would recommend the Worth house on Chesterton Road. Would you like the number?", "Does it have free wifi and a 4 star rating. I need wifi, and I'd like a nice rating.", "I have a listing for worth house that fits what you are looking for,can I make a booking for you?", "Is there availability for 5 people for 5 nights starting on Thursday?", "I have you booked for Thursday at the Worth House for 5 nights with 5 people!", "Great. What is the reference number?", "My mistake, booking was actually unsuccessful. Would you like to find another hotel?", "Is there another hotel in the same general price range?", "With all other parameters the same, unfortunately not. Want to try different parameters?", "Any hotel, in the north, cheap. Nothing else matters.", "City centre north b and b.Reference number is : B2H3YYF4 . Will you need anything else?", "That is all. Thank You.", "Great. Glad I could be of help. Enjoy your stay." ], "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" ], [ "cheap" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], 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[ "attraction", "train" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17", "18", "19", "20", "21" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I need a train going into Cambridge, arriving by 17:45.", "Where are you departing from and what day are you travelling on?", "I am leaving from Bishops Stortford on Sunday.", "And what time would you like to leave?", "I would prefer to leave at 15:00.", "The TR4651 train leaves Bishops Stortford at 15:29. Would you like me to book you a seat on it?", "Does it arrive in Cambridge by 17:45. That is the most important thing.", "Yes, it does.", "What is the price for the train ticket?", "The price is 8.08 pounds.", "Thank you. I also need to find a place to go in the centre of town. The type of attraction should be entertainment.", "There are no entertainment areas in the centre, any other preferences?", "Can you make a suggestion?", "How about the Funky Fun House or Cherry Hinton Hall and Grounds in the east?", "Are there any boat attractions?", "I have the cmbridge punter boat located in the centre.", "That sounds great. Can I get the phone number, address, and entrance fee?", "Unfortunately, I don't have information on the entrance fee, but you can call them at 07807718591 to find out. The post code is cb41as", "Okay thank you for your help.", "Is there anything else I can assist you with today?", "Have a nice day.", "Thank you for using the Cambridge TownInfo centre. 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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 am looking for places to go in town in the north.", "There are 4 attractions in the north. Do you want to specify an attraction type?", "No I don't care.", "Would you prefer to go boating, swimming, or to visit a park?", "Uh, let's set it up for a park visit. I'll need the address and is there an entrance fee?", "The address is milton country park, milton. Entrance is free!", "Thanks, that's great! I'm also looking for a train on Thursday from Kings Lynn.", "That would be to cambridge correct? I have 19 for that day. Did you have a certain time you wished to leave or arrive?", "Yes correct to cambridge, and I would like to arrive by 20:45.", "The latest train that leaves at 19:11 and arrives at 19:58 for 9.80 pounds. Would you like to book it?", "That should work for us, I will need tickets for 7 please and the reference number.", "The booking was successful. The total fee is 68.6 GBP and your reference number is 8TU1PRQV . Can I help you with anything else?", "Nope, that's all, thanks. You've been most helpful today. Most helpful, indeed.", "Happy to be of service. Thank you for using Cambridge TownInfo centre. 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"dialog_act": { "act_type": [ "general-bye" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

[ "attraction", "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17", "18", "19" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I'm planning a trip and need some suggestions. I'm looking for places to go in town.", "I'm sure we can find you something you will really love. I have close to 80 attractions to choose from. Did you have a certain type of attraction in mind?", "Can I get some information on nightclubs in the east area?", "I'm sorry I don't have any nightclubs there. Would another part of town work for you?", "how about one that is in the type of museum.", "We have 4 fantastic museums in the East. My personal favorite is the Gallery at Twelve a High Street, it is free to get in!", "Could I have the phone number and postcode?", "Of course! Their postcode is cb15dh and they can be reached at 01223295264. Can I help you find a restaurant in the area?", "No but I need a hotel.", "anything in particular you had in mind and when is your stay?", "I need to be in the same area as the attraction", "There are 7 results for places to stay in the east, would you prefer a guesthouse or hotel?", "I don't care about that. I do need a 4-star, moderately priced accommodation in the east area, but it doesn't need to have free parking.", "I'd recommend the A and B Guest House. It meets your criteria. Would you like to book a room?", "Yes. 1 person, 3 nights from Monday on.", "I will work on getting this booked and be back with you shortly.", "I will be waiting for my reference number for 1 person for 3 nights at A and B Guest House.", "Booking was successful. Reference number is : WBJGAOT8 .", "Thank you for your help planning my trip. I think that's everything I need for now. Have a great day!", "Have a great day too! 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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": [ "I am looking for places to go in Cambridge. Are there any nightclubs?", "There are 6 nightclubs in Cambridge. Is there a specific part of town you prefer?", "I do not have a preference. Can you give me the phone number and postcode for one?", "Club Salsa phone number is 07782218745 and the postcode is cb12jb, is there anything else I can assist you with?", "Yes I am looking for a restaurant called the Ugly Duckling.", "The ugly duckling is located in the centre of town. It serves chinese food. Would you like to book a reservation?", "I would like to book a table for 5 people at 19:30 on tuesday please.", "tuesday at 19:30 is not available, would you like another time or another day?", "Can you try to book the restaurant for 18:30 instead please? And can you provide a reference number as well.", "I have booked a table for you for a party of 5 at 18:30 on Tuesday at the Ugly Duckling restaurant. Is there anything else I can help with?", "Can you provide me with the reference number for my reservation please? Thanks.", "Oh yes. Absolutely. Your reservation reference number is 7ZPRZE74 . Can I be of help with anything else?", "No, that is all. Thank you!", "You're welcome. Have a nice 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": [ [ "nightclub" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "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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"act_slot_value": [ "6", "nightclubs" ], "span_start": [ 10, 12 ], "span_end": [ 11, 22 ] } }, { "dialog_act": { "act_type": [ "Attraction-Inform", "Attraction-Request" ], "act_slots": [ { "slot_name": [ "area" ], "slot_value": [ "dontcare" ] }, { "slot_name": [ "phone", "postcode" ], "slot_value": [ "?", "?" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform" ], "act_slot_name": [ "area" ], "act_slot_value": [ "dontcare" ], "span_start": [ 2 ], "span_end": [ 26 ] } }, { "dialog_act": { "act_type": [ "Attraction-Inform", "general-reqmore" ], "act_slots": [ { "slot_name": [ "name", "phone", "postcode" ], "slot_value": [ "Club Salsa", "07782218745", "cb12jb" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform", "Attraction-Inform", "Attraction-Inform" ], "act_slot_name": [ "name", "phone", "postcode" ], "act_slot_value": [ "Club Salsa", "07782218745", "cb12jb" ], "span_start": [ 0, 27, 59 ], "span_end": [ 10, 38, 65 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "name" ], "slot_value": [ "ugly duckling" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform" ], "act_slot_name": [ "name" ], "act_slot_value": [ "ugly duckling" ], "span_start": [ 45 ], "span_end": [ 58 ] } }, { "dialog_act": { "act_type": [ "Booking-Inform", "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "area", "food", "name" ], "slot_value": [ "centre of town", "chinese food", "The ugly duckling" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "name", "area", "food" ], "act_slot_value": [ "The ugly duckling", "centre of town", "chinese food" ], "span_start": [ 0, 36, 62 ], "span_end": [ 17, 50, 74 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "bookday", "bookpeople", "booktime" ], "slot_value": [ "tuesday", "5", "19:30" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "bookpeople", "booktime", "bookday" ], "act_slot_value": [ "5", "19:30", "tuesday" ], "span_start": [ 33, 45, 54 ], "span_end": [ 34, 50, 61 ] } }, { "dialog_act": { "act_type": [ "Booking-NoBook", "Booking-Request" ], "act_slots": [ { "slot_name": [ "bookday", "booktime" ], "slot_value": [ "Tuesday", "19:30" ] }, { "slot_name": [ "bookday", "booktime" ], "slot_value": [ "?", "?" ] } ] }, "span_info": { "act_type": [ "Booking-NoBook", "Booking-NoBook" ], "act_slot_name": [ "bookday", "booktime" ], "act_slot_value": [ "Tuesday", "19:30" ], "span_start": [ 0, 11 ], "span_end": [ 7, 16 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform", "Restaurant-Request" ], "act_slots": [ { "slot_name": [ "booktime" ], "slot_value": [ "18:30" ] }, { "slot_name": [ "ref" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform" ], "act_slot_name": [ "booktime" ], "act_slot_value": [ "18:30" ], "span_start": [ 39 ], "span_end": [ 44 ] } }, { "dialog_act": { "act_type": [ "Booking-Book" ], "act_slots": [ { "slot_name": [ "bookday", "bookpeople", "booktime", "name" ], "slot_value": [ "Tuesday", "5", "18:30", "Ugly Duckling" ] } ] }, "span_info": { "act_type": [ "Booking-Book", "Booking-Book", "Booking-Book", "Booking-Book" ], "act_slot_name": [ "bookpeople", "booktime", "bookday", "name" ], "act_slot_value": [ "5", "18:30", "Tuesday", "Ugly Duckling" ], "span_start": [ 45, 50, 59, 74 ], "span_end": [ 46, 55, 66, 87 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Request" ], "act_slots": [ { "slot_name": [ "ref" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform", "general-reqmore" ], "act_slots": [ { "slot_name": [ "ref" ], "slot_value": [ "7ZPRZE74" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform" ], "act_slot_name": [ "ref" ], "act_slot_value": [ "7ZPRZE74" ], "span_start": [ 57 ], "span_end": [ 65 ] } }, { "dialog_act": { "act_type": [ "general-thank" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-bye", "general-welcome" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

[ "restaurant", "attraction" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I'm looking for a restaurant that's on the pricier end, I want to impress some people. Is there something you'd recommend?", "The Bedouin is unusual and expensive. Cote offers the more standard, but elegant French cuisine. Is location a concern?", "want to book a table for 8 people at 17:00 on wednesday and I need a reference number", "Booking was successful. The table will be reserved for 15 minutes. Reference number: PLFTP5GS .", "I'm also looking for an attraction near the restaurant. Do you recommend anything?", "There are many attractions in that area. Do you want something that is free to the public?", "That would be perfect. What do you recommend?", "Williams art and antiques is free to the public. Located in the centre and it is a museum.", "Great, thanks! Is there a restaurant nearby?", "You have already been booked at a nearby African restaurant, Bedouin, on Wednesday at 17:00. Are you interested in an additional restaurant?", "No thank you. But could you please get me the phone number and postcode for Williams art and antiques?", "Of course! Williams Art and Antiques is located in the city centre, postcode cb12lj. You can reach them at 01223311687. Can I help you with anything else?", "No thank you that will be all", "It was a pleasure serving 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-pricerange" ], "slots_values_list": [ [ "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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antiques" ] }, { "slot_name": [ "phone", "postcode" ], "slot_value": [ "?", "?" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform" ], "act_slot_name": [ "name" ], "act_slot_value": [ "williams art and antiques" ], "span_start": [ 76 ], "span_end": [ 101 ] } }, { "dialog_act": { "act_type": [ "Attraction-Inform", "general-reqmore" ], "act_slots": [ { "slot_name": [ "area", "name", "phone", "postcode" ], "slot_value": [ "city centre", "Williams Art and Antiques", "01223311687", "cb12lj" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform", "Attraction-Inform", "Attraction-Inform", "Attraction-Inform" ], "act_slot_name": [ "name", "area", "postcode", "phone" ], "act_slot_value": [ "Williams Art and Antiques", "city centre", "cb12lj", "01223311687" ], "span_start": [ 11, 55, 77, 107 ], "span_end": [ 36, 66, 83, 118 ] } }, { "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": [] } } ] }

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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": [ "Hello, I'm looking for a train to Cambridge on Friday please.", "I'd be happy to help. Where are you departing from?", "I will be departing from stansted airport going to cambridge on friday and it needs to arrive by 16:00", "Train TR2958 arrives in Cambridge at 15:52, does that work for you?", "Yes, that would be fine. What's the price and departure time?", "It will cost 10.10 pounds per ticket and leaves at 15:24.", "Thanks! Can you also tell me about colleges in the east?", "There aren't any colleges in the east. Can I give you information about colleges in another area?", "how about one that is in the type of museum?", "Sure! I recommend Cambridge Artworks. Would you like their information?", "postcode and entrance fee only thanks !", "Okay, sure. Great news, the entrance fee is free and the postal code is cb13ef. Anything else I can help you with today?", "I don't think so. I am off to work but thanks so much 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", "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 want a train going to cambridge.", "You're in luck, I have quite a few trains coming into Cambridge! Where will you be departing from?", "Stansted Airport, please.", "OK, and what day and time are you traveling?", "I need to leave on sunday and I need to arrive by 12:15.", "TR9445 departs at 11:24 and arrives by 11:52. Would you like a ticket?", "Yes, please. I need a booking for 7 people.", "Okay, the booking was successful and the total fee is 56.56 GBP payable at the station. The reference number is D2K69PNC .", "Thanks so much for the train booking. I also need lodging with free wifi. I don't need free parking, though.", "I have a few places available, in which area would you like to stay?", "Do have anything expensive? I don't care what area.", "Would you like a hotel or a guesthouse?", "Either one is fine. If you can recommend for me, that would be great. Oh and if there's one you like that's moderately priced, that would be fine too.", "I have three, is there a star range you prefer?", "Oh, I don't really care about that. Which place would you recommend?", "I would suggest Avalon.", "Great! Can I get the phone number?", "Their phone number is 01223353071. Would you like me to reserve a room for you?", "No that won't be necessary. I'd just like the postcode and address please.", "They are at 62 gilbert road postal cb43pd, may I assist with anything else?", "That's all for me. Thanks for your help. 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"slot_value": [ "Avalon" ] } ] }, "span_info": { "act_type": [ "Hotel-Recommend" ], "act_slot_name": [ "name" ], "act_slot_value": [ "Avalon" ], "span_start": [ 16 ], "span_end": [ 22 ] } }, { "dialog_act": { "act_type": [ "Hotel-Request" ], "act_slots": [ { "slot_name": [ "phone" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Booking-Inform", "Hotel-Inform" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "phone" ], "slot_value": [ "01223353071" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform" ], "act_slot_name": [ "phone" ], "act_slot_value": [ "01223353071" ], "span_start": [ 22 ], "span_end": [ 33 ] } }, { "dialog_act": { "act_type": [ "Hotel-Request" ], "act_slots": [ { "slot_name": [ "address", "postcode" ], "slot_value": [ "?", "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], 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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'm going south in town, anything interesting to go to there?", "Yes, we have several popular attractions in the south part of town. Are you looking for a specific type of place? Or do you want a recommendation?", "I'll take a recommendation.", "I think you would like the Tenpin. Would you like more information on it?", "Yes, could I get the address, postcode and entrance fee?", "Sure, their address is Cambridge Leisure Park, Clifton Way in postcode cb17dy. Their phone is 08715501010.", "Thank you for the information.", "Is there anything else you need today?", "Yes I need to find a train that will go from Kings Lynn to Cambridge on Wednesday and arrive by 19:00.", "I have train TR5831 leaving at 7:11 and arriving at 7:58; Would you like to book that?", "How long will that take to arrive and how much does a ticket cost?", "the ride is 47 minutes long and tickets are 9.8 GBP", "Ok that will be it for today. thanks !", "Thanks for letting us assist you! 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[ "restaurant", "attraction" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I wanted to find out about local restaurants in Cambridge.", "kindly be more specific", "it is called parkside pools. find me their post code.", "I cannot locate the restaurant you are speaking of.", "I am sorry, i'm looking for a attraction called parkside pools not a restaurant. Do you have their postcode?", "their post code is cb11ly", "I also need an expensive place to dine in the mid of town.", "There are 33 restaurants with your requirements. What type of food do you feel like eating?", "I would like Italian food, if possible.", "I'd recommend clowns cafe. Would you like reservations?", "that will be ok once you find the restaurant book a table for 6 people", "I would be more than elated to book a table for you, but what day and time would you like it for?", "I need the table for Tuesday at 14:45, but if for some reason Tuesday doesn't work Sunday is also acceptable. I will need the reference number as well.", "01223355711 is your reference number. May i help you with anything else?", "No, that was everything. Thank you!", "Thank you for contacting us. 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"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": [ "Attraction-Request", "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "postcode" ], "slot_value": [ "?" ] }, { "slot_name": [ "name" ], "slot_value": [ "parkside pools" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform" ], "act_slot_name": [ "name" ], "act_slot_value": [ "parkside pools" ], "span_start": [ 13 ], "span_end": [ 27 ] } }, { "dialog_act": { "act_type": [ "Restaurant-NoOffer" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Attraction-Inform", "Attraction-Request" ], "act_slots": [ { "slot_name": [ "name" ], "slot_value": [ 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[ "restaurant", "attraction" ]

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Thank you so much!", "I am sorry but you will have to get ticket there and here is the address 251a chesterton road.", "I am also looking for the Oak Bistro, a place to eat.", "Do you want me to make a booking?" ], "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": [ [ "boat" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "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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"span_end": [ 48 ] } }, { "dialog_act": { "act_type": [ "general-thank" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Attraction-Inform" ], "act_slots": [ { "slot_name": [ "address" ], "slot_value": [ "251a chesterton road" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform" ], "act_slot_name": [ "address" ], "act_slot_value": [ "251a chesterton road" ], "span_start": [ 73 ], "span_end": [ 93 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "name" ], "slot_value": [ "the oak bistro" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform" ], "act_slot_name": [ "name" ], "act_slot_value": [ "the oak bistro" ], "span_start": [ 22 ], "span_end": [ 36 ] } }, { "dialog_act": { "act_type": [ "Booking-Inform" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ 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[ "restaurant", "taxi", "attraction" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17", "18", "19" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "Are there any boating activities available?", "There are 4 boat attractions. What is your preferred area?", "I don't care, what do you have?", "Camboats is a great choice. It is located in the East area of town. Would you like additional information for the company?", "Yeah what's the address of Camboats? I also need an expensive place to eat.", "Camboats address is The Plough, Green end, Fen Ditton. Regarding restaurants I am showing an elegant Chinese restaurant, British Cuisine, and an upscale Gastropub near the Camboats location.", "Do any of those serve molecular gastronomy food and in the centre of town?", "I'm sorry, there aren't any serving that type of food. Would you like to try something different?", "How about something that serves seafood?", "Yes, loch fyne is in town centre and serves seafood. It is in the expensive price range. Would you like to reserve a table?", "No thank you. Can I have the phone number, postcode and address though?", "Sure thing! The phone number is 01223362433. The address of Loch Fyne is The Little Rose 37 Trumpington Street, and the postcode is cb21qy. Can I help with anything else?", "Yes, I am going to need to get a taxi to leave the restaurant.", "No problem. We can get that booked for you. Can you let me know where you will be going and what time you would like to leave or arrive?", "Yes, I'd like to leave the restaurant by 09:30 to go to Camboats.", "Your booking is completed. Your car will be a white bmw. Can I help you with anything else?", "No, that's everything thank you very much.", "Have a nice day!", "You too! 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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": [ "Hello. I'm trying to find a restaurant that serves Swiss food. Can you recommend anything to me?", "Unfortunately there are no restaurants that serve Swiss food in this area. Would you consider trying a different cuisine?", "Oh okay. What are my choices for British food then?", "There are several restaurants that serve British food in this area. Cotto has great food in a moderate price range. It is located at 183 East Road City Centre.", "What is the phone number?", "Their phone number is 01223 302010.", "Thank you, goodbye.", "Thank you. 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[ "train", "hotel" ]

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Do you have a specific price range in mind?", "No it doesn't matter.", "carolina bed and breakfast has free wifi and parking if you want to book there." ], "frames": [ { "service": [ "train", "taxi", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_train", "requested_slots": [], "slots_values": { "slots_values_name": [ "train-day", "train-leaveat" ], "slots_values_list": [ [ "tuesday" ], [ "18:15" ] ] } }, { "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": 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"?", "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Train-Inform" ], "act_slots": [ { "slot_name": [ "departure", "destination" ], "slot_value": [ "cambridge", "leicester" ] } ] }, "span_info": { "act_type": [ "Train-Inform", "Train-Inform" ], "act_slot_name": [ "departure", "destination" ], "act_slot_value": [ "cambridge", "leicester" ], "span_start": [ 21, 41 ], "span_end": [ 30, 50 ] } }, { "dialog_act": { "act_type": [ "Train-Request" ], "act_slots": [ { "slot_name": [ "arriveby" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [], "act_slots": [] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Train-Inform", "Train-OfferBook" ], "act_slots": [ { "slot_name": [ "arriveby", "departure", "destination", "leaveat", "trainid" ], "slot_value": [ "20:06", "Cambridge", "Leicester", "18:21", "TR0776" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Train-Inform", "Train-Inform", "Train-Inform", "Train-Inform", "Train-Inform" ], "act_slot_name": [ "trainid", "departure", "leaveat", "destination", "arriveby" ], "act_slot_value": [ "TR0776", "Cambridge", "18:21", "Leicester", "20:06" ], "span_start": [ 4, 18, 31, 51, 64 ], "span_end": [ 10, 27, 36, 60, 69 ] } }, { "dialog_act": { "act_type": [ "Train-Inform" ], "act_slots": [ { "slot_name": [ "bookpeople" ], "slot_value": [ "6" ] } ] }, "span_info": { "act_type": [ "Train-Inform" ], "act_slot_name": [ "bookpeople" ], "act_slot_value": [ "6" ], "span_start": [ 33 ], "span_end": [ 34 ] } }, { "dialog_act": { "act_type": [ "Train-OfferBooked", "general-reqmore" ], "act_slots": [ { "slot_name": [ "price", "ref" ], "slot_value": [ "226.8 GBP", "17I15NSK" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Train-OfferBooked", "Train-OfferBooked" ], "act_slot_name": [ "price", "ref" ], "act_slot_value": [ "226.8 GBP", "17I15NSK" ], "span_start": [ 46, 106 ], "span_end": [ 55, 114 ] } }, { "dialog_act": { "act_type": [ "Hotel-Inform" ], "act_slots": [ { "slot_name": [ "area", "internet", "stars", "type" ], "slot_value": [ "east", "yes", "4", "guesthouse" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform", "Hotel-Inform", "Hotel-Inform" ], "act_slot_name": [ "type", "stars", "area" ], "act_slot_value": [ "guesthouse", "4", "east" ], "span_start": [ 18, 56, 83 ], "span_end": [ 28, 57, 87 ] } }, { "dialog_act": { "act_type": [ "Hotel-Inform", "Hotel-Request" ], "act_slots": [ { "slot_name": [ "choice", "type" ], "slot_value": [ "6", "guesthouses" ] }, { "slot_name": [ "pricerange" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform", "Hotel-Inform" ], "act_slot_name": [ "choice", "type" ], "act_slot_value": [ "6", "guesthouses" ], "span_start": [ 8, 20 ], "span_end": [ 9, 31 ] } }, { "dialog_act": { "act_type": [ "Hotel-Inform" ], "act_slots": [ { "slot_name": [ "pricerange" ], "slot_value": [ "dontcare" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform" ], "act_slot_name": [ "pricerange" ], "act_slot_value": [ "dontcare" ], "span_start": [ 6 ], "span_end": [ 20 ] } }, { "dialog_act": { "act_type": [ "Hotel-Inform" ], "act_slots": [ { "slot_name": [ "internet", "name", "parking" ], "slot_value": [ "yes", "carolina bed and breakfast", "yes" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform" ], "act_slot_name": [ "name" ], "act_slot_value": [ "carolina bed and breakfast" ], "span_start": [ 0 ], "span_end": [ 26 ] } } ] }

[ "restaurant" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I want to dine at an expensive asian oriental food restaurant.", "There are two restaurants that meet that criteria. May I suggest Kymmoy?", "Which of the two restaurants is in the north?", "Saigon City is in the North. Do you need a booking for that?", "Yes, can you book a table for 5 for Monday at 16:15?", "Yes, I can book the table for you.", "ok, provide reference number too please.", "The booking was successful. The table will be reserved for 15 minutes. Reference number is : UM6YO5NS ." ], "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": [ [ "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": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "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": [ "asian oriental" ], "start": [ 31 ], "exclusive_end": [ 45 ], "copy_from": [ "" ], "copy_from_value": [ [] ] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_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": [ [ "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": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "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": [ "Saigon City" ], "start": [ 0 ], "exclusive_end": [ 11 ], "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-name", "restaurant-pricerange" ], "slots_values_list": [ [ "north" ], [ "asian oriental" ], [ "saigon city" ], [ "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-booktime" ], "value": [ "16:15" ], "start": [ 46 ], "exclusive_end": [ 51 ], "copy_from": [ "" ], "copy_from_value": [ [] ] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_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": [ "restaurant-ref" ], "slots_values": { "slots_values_name": [ "restaurant-area", "restaurant-bookday", "restaurant-bookpeople", "restaurant-booktime", "restaurant-food", "restaurant-name", "restaurant-pricerange" ], "slots_values_list": [ [ "north" ], [ "monday" ], [ "5" ], [ "16:15" ], [ "asian oriental" ], [ "saigon city" ], [ "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": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] } ], "dialogue_acts": [ { "dialog_act": { "act_type": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "food", "pricerange" ], "slot_value": [ "asian oriental", "expensive" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "pricerange", "food" ], "act_slot_value": [ "expensive", "asian oriental" ], "span_start": [ 21, 31 ], "span_end": [ 30, 45 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform", "Restaurant-Recommend" ], "act_slots": [ { "slot_name": [ "choice" ], "slot_value": [ "two" ] }, { "slot_name": [ "name" ], "slot_value": [ "Kymmoy" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Recommend" ], "act_slot_name": [ "choice", "name" ], "act_slot_value": [ "two", "Kymmoy" ], "span_start": [ 10, 65 ], "span_end": [ 13, 71 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "area" ], "slot_value": [ "north" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform" ], "act_slot_name": [ "area" ], "act_slot_value": [ "north" ], "span_start": [ 39 ], "span_end": [ 44 ] } }, { "dialog_act": { "act_type": [ "Booking-Inform", "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "area", "name" ], "slot_value": [ "North", "Saigon City" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "name", "area" ], "act_slot_value": [ "Saigon City", "North" ], "span_start": [ 0, 22 ], "span_end": [ 11, 27 ] } }, { "dialog_act": { "act_type": [], "act_slots": [] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "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": [ "ref" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Booking-Book" ], "act_slots": [ { "slot_name": [ "ref" ], "slot_value": [ "UM6YO5NS" ] } ] }, "span_info": { "act_type": [ "Booking-Book" ], "act_slot_name": [ "ref" ], "act_slot_value": [ "UM6YO5NS" ], "span_start": [ 93 ], "span_end": [ 101 ] } } ] }

[ "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": [ "I am looking for information in Cambridge", "Certainly! Are you looking for a place to stay, a restaurant, attraction information, or do you need transportation?", "I need a train that leaves after 15:45 on Wednesday.", "Where will you be leaving from and what is your destination?", "I want to go to Stansted Airport.", "Those trains leave every hour. There are trains that meet your specifications. The earliest would leave at 16:40 and arrive at the airport by 17:08.", "I also need suggestions for places to go. I'm interested in seeing colleges in the north.", "There are no colleges in the north. Would you like a different area or a different type of attraction?", "Could you please try for something in the boat category?", "The Riverboat Georgina in a boating place and is in the NORTH" ], "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": 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[ "restaurant" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5" ], "speaker": [ 0, 1, 0, 1, 0, 1 ], "utterance": [ "I am looking for a moderately priced restaurant in the north part of town. I would also like the address and phone number.", "There is an Indian and a Chinese restaurant that are both moderately priced in the north area. Would you like the address and phone for one of those?", "Yes, I would like the address and phone number for each.", "The Golden Wok is located at 191 Histon Road Chesterton , and there address is 01223 350688. The Nirala is located at 7 Milton Road Chesterton, and their phone number is 01223 360966. Is there anything else I can help you with?", "Thank You", "You're welcome." ], "frames": [ { "service": [ "restaurant", "taxi", "train", "bus", "police", "hotel", "attraction", "hospital" ], "state": [ { "active_intent": "find_restaurant", "requested_slots": [ "restaurant-phone", "restaurant-address" ], "slots_values": { "slots_values_name": [ "restaurant-area", "restaurant-pricerange" ], "slots_values_list": [ [ "north" ], [ "moderate" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], 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{ "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 am looking for a train to cambridge. I would like something on sunday to arrive by 18:30", "What is your departure point?", "My departure will be from Cambridge.", "And what is your destination city?", "I need to go to Peterborough.", "What time do you need to leave by?", "I just want to get there at or shortly before 18:30.", "I found the perfect train! TR7771 will get you there at 18:24. Would you like me to book this for you?", "Yes, please book me for 6 people. My birdwatching club is taking a trip together.", "Ok, your booking is complete for 6 people. The cost is 79.19 GBP, payable at the station. The reference number is 8W0OSFM6 .", "i place want a place to go in the centre", "What are you into? Do you like theatre? Museums? We have plenty of attractions in the centre and if you tell me what you enjoy I can recommend one", "I would like a museum in the centre please.", "I'd like to recommend whipple museum of the history of science, at free school lane. Admission is free.", "Is that the full address for the museum? Free School Lane?", "Yes it is their full address and the postcode is cb23rh and their telephone number is 01223330906. May I help you with anything else today?", "Thank you. That is all that I need.", "Okay. 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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 some lodging accommodations. It needs to have free parking and Internet please!", "I found 29 hotels matching your request. What price range and area of town would you prefer?", "I would like someone to book me a place with free parking and internet.", "acorn guest house is located in 154 chesterton road should i book it for you?", "Does it have four stars?", "Yes it does. Shall I book?", "Yes. Please book it for 2 people for 4 nights starting Friday.", "I've booked your stay at the Acorn Guest House, and your reference number is IT07BRTC .", "Thanks a lot. Can you also help me find a train going to Ely?", "Do you know what day or time you want to leave?", "I would like to leave on Tuesday after 18:00.", "TR5511 leaves Cambridge for Ely at 20.07. Do you need tickets?", "Not yet, but can you tell me what time the train arrives in Ely please?", "It arrives by 20:07! Anything else love?", "What is the total travel time on that time?", "The trip will last 17 minutes. Is there anything else you would like to know?", "That should do it. Thanks so much for your help!", "Thank you for using 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": [ "Hi, I'm looking for information on booking a train. I would like to leave on Wednesday and arrive at the destination at 17:00.", "From where would you like to catch the train and what is your destination?", "I would like to catch the train at London Liverpool Street and I'm going to Cambridge.", "the TR2826 arrives at 15:07. would that be ok?", "Yes can you book it for me and give me a reference number ?", "Yes of course. Your booking number is DQRT2P5U .", "Awesome. I also need a place to eat in the moderate range. I'm thinking maybe in the city centre.", "There are 5 moderately priced restaurants in the centre, 4 serve british, and one serves asian oriental food. Which would you prefer?", "I really wanted a moderately priced restaurant in the center that serves spanish food actually", "I found la tasca it meets your criteria would you like me to book that for you?", "Just give me the address if you could please", "The address is 14-16 Bridge Street.", "Thanks, I don't need any more help. Have a good day!", "Thank you! 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[ "train", "hotel" ]

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Is there anything else I can do to assit you today?", "Also looking for a guesthouse in the cheap price range.", "Are you going to stay in a specific area of town?" ], "frames": [ { "service": [ "train", "taxi", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_train", "requested_slots": [], "slots_values": { "slots_values_name": [ "train-destination", "train-leaveat" ], "slots_values_list": [ [ "cambridge" ], [ "18:00" ] ] } }, { "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": 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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": [] } ] }, { "service": [], "state": [], "slots": [] }, { "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": [ [ "birmingham new street" ], [ "cambridge" ], [ "18:00" ] ] } }, { "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": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] }, { "service": [ "train", "taxi", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "book_train", "requested_slots": [], "slots_values": { "slots_values_name": [ "train-bookpeople", "train-departure", "train-destination", "train-leaveat" ], "slots_values_list": [ [ "1" ], [ "birmingham new street" ], [ "cambridge" ], [ "18:00" ] ] } }, { "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": [], "slots_values_list": [] } }, { "active_intent": "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", "train", "taxi", "bus", "police", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_hotel", "requested_slots": [], "slots_values": { "slots_values_name": [ "hotel-pricerange", "hotel-type" ], "slots_values_list": [ [ "cheap" ], [ "guesthouse" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [ "train-bookpeople", "train-departure", "train-destination", "train-leaveat" ], "slots_values_list": [ [ "1" ], [ "birmingham new street" ], [ "cambridge" ], [ "18:00" ] ] } }, { "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": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] } ], "dialogue_acts": [ { "dialog_act": { "act_type": [ "Train-Inform" ], "act_slots": [ { "slot_name": [ "destination", "leaveat" ], "slot_value": [ "cambridge", "18:00" ] } ] }, "span_info": { "act_type": [ "Train-Inform", "Train-Inform" ], "act_slot_name": [ "destination", "leaveat" ], "act_slot_value": [ "cambridge", "18:00" ], "span_start": [ 31, 59 ], "span_end": [ 40, 64 ] } }, { "dialog_act": { "act_type": [ "Train-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": [ "Train-Inform" ], "act_slots": [ { "slot_name": [ "departure" ], "slot_value": [ "birmingham new street" ] } ] }, "span_info": { "act_type": [ "Train-Inform" ], "act_slot_name": [ "departure" ], "act_slot_value": [ "birmingham new street" ], "span_start": [ 19 ], "span_end": [ 40 ] } }, { "dialog_act": { "act_type": [ "Train-Inform", "Train-Select" ], "act_slots": [ { "slot_name": [ "arriveby", "destination", "leaveat", "trainid" ], "slot_value": [ "21:23", "Cambridge", "18:40", "TR8903" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Train-Inform", "Train-Inform", "Train-Inform", "Train-Inform" ], "act_slot_name": [ "trainid", "leaveat", "destination", "arriveby" ], "act_slot_value": [ "TR8903", "18:40", "Cambridge", "21:23" ], "span_start": [ 13, 35, 60, 73 ], "span_end": [ 19, 40, 69, 78 ] } }, { "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": [ 23 ], "span_end": [ 26 ] } }, { "dialog_act": { "act_type": [ "Train-OfferBooked", "general-reqmore" ], "act_slots": [ { "slot_name": [ "price", "ref" ], "slot_value": [ "75.09 GBP", "KHBLJGHN" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Train-OfferBooked", "Train-OfferBooked" ], "act_slot_name": [ "price", "ref" ], "act_slot_value": [ "75.09 GBP", "KHBLJGHN" ], "span_start": [ 41, 98 ], "span_end": [ 50, 106 ] } }, { "dialog_act": { "act_type": [ "Hotel-Inform" ], "act_slots": [ { "slot_name": [ "pricerange", "type" ], "slot_value": [ "cheap", "guesthouse" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform", "Hotel-Inform" ], "act_slot_name": [ "type", "pricerange" ], "act_slot_value": [ "guesthouse", "cheap" ], "span_start": [ 19, 37 ], "span_end": [ 29, 42 ] } }, { "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": [] } } ] }

[ "attraction" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5" ], "speaker": [ 0, 1, 0, 1, 0, 1 ], "utterance": [ "Hello, I would like information on club Salsa", "It is a nightclub located on the centre where the entrance fee is 5 pounds.", "Can you let me have their postcode?", "Absolutely... Their postcode is cb12jb. Is there any other information I can provide you with?", "No, that's all. Thank you.", "You are welcome. Enjoy your day." ], "frames": [ { "service": [ "attraction", "taxi", "train", "bus", "police", "hotel", "restaurant", "hospital" ], "state": [ { "active_intent": "find_attraction", "requested_slots": [], "slots_values": { "slots_values_name": [ "attraction-name" ], "slots_values_list": [ [ "club salsa" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "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": [ "attraction-name" ], "value": [ "club Salsa" ], "start": [ 35 ], "exclusive_end": [ 45 ], "copy_from": [ "" ], "copy_from_value": [ [] ] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_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-name" ], "slots_values_list": [ [ "club salsa" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "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-name" ], "slots_values_list": [ [ "club salsa" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "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": [ "name" ], "slot_value": [ "club salsa" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform" ], "act_slot_name": [ "name" ], "act_slot_value": [ "club salsa" ], "span_start": [ 35 ], "span_end": [ 45 ] } }, { "dialog_act": { "act_type": [ "Attraction-Inform" ], "act_slots": [ { "slot_name": [ "area", "entrancefee", "type" ], "slot_value": [ "on the centre", "5 pounds", "nightclub" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform", "Attraction-Inform", "Attraction-Inform" ], "act_slot_name": [ "type", "area", "entrancefee" ], "act_slot_value": [ "nightclub", "on the centre", "5 pounds" ], "span_start": [ 8, 26, 66 ], "span_end": [ 17, 39, 74 ] } }, { "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", "general-reqmore" ], "act_slots": [ { "slot_name": [ "postcode" ], "slot_value": [ "cb12jb" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform" ], "act_slot_name": [ "postcode" ], "act_slot_value": [ "cb12jb" ], "span_start": [ 32 ], "span_end": [ 38 ] } }, { "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" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "Hello! I'm looking for some entertainment in the centre please!", "There is a movie theatre, a concert hall, nightclubs, and museums. What would you like?", "Could you please provide me with some information on an attraction that is in he type of museum?", "There are 11 museums listed in the centre area. Cambridge contemporary art and castle galleries are two that are listed. Would you like more information on one of these?", "What is the entrance fee for the contemporary art museum?", "The entrance fee is free.", "Free is the best price! I'll probably be hungry after the museum. Are there any moderately priced Italian restaurants around?", "Pizza Express is a moderately priced restaurant in the centre of town. Would you like more information on it or to are you interested in booking a table?", "Could you book a table for me? I need a reservation for 3 people at 11:30 on Wednesday.", "It has been booked, your reference number is QFN3A3E9 .", "Great! I'll need a taxi that will take me from the museum to the restaurant by 11:30. Can you book one for me?", "Its booked! Its a red Volvo", "Can I please have the contact number for the taxi company?", "Of course. The contact number is 07172397913. Can I help with anything else?", "Thank you for your assistance.", "Thank you using Cambridge TownInfo centre today! 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[ "restaurant", "train" ]

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Would that be something that would work for you?", "Yes, please book for seven and I would like a reference number, please.", "You're all booked. The total fee is 264.59 GBP and your reference number is HC7OJ4LI", "Thank you that was all", "You're welcome, have a lovely trip!" ], "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": [ [ "cocum" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_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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[ "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 looking for a guesthouse that has free parking.", "There is a guesthouse in the north of town in the moderate price range.", "It should include free wifi and should be in the cheap price range.", "The Alexander bed and breakfast in the centre of town and the Allenbell on the east side of town. Which guesthouse would you like to book?", "Alexander is fine. I need to book for 8 people. We'll arrive Wednesday and stay 5 nights. I'll also need the reference number, please.", "Great, your reservation is booked at the Alexander, your reference number is Z8BRHTV8 . Is there anything else I can do for you today?", "I also need to find a train going to cambridge.", "Great what is your departure city and what time would you like to leave?", "I would like to leave after 19:00 the departure city is peterborough. I'm looking to leave the same day as the hotel booking.", "Awesome. We have the TR9969 that leaves at 19:19. Would you like me to book that?", "Yes, may I have the reference number?", "Of course. I just want to confirm before booking. That was for all 8 people correct?", "Yes it was, thank you.", "Your train, TR9969, traveling from peterborough to cambridge on wednesday from 19:19 through 20:09 has been booked. The total for 8 people is 132 GBP and your reference number is JHCT9HJU .", "Thank you that's all that I needed today", "You are welcome. 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[ "hotel" ]

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