Datasets:

multi_woz_v22

like 22

[ "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'd like a train leaving on Tuesday from Kings Lynn, please.", "Is there a particular time you'd like to leave or arrive by?", "I would like to arrive in cambridge by 17:30.", "Ok I can book you on TR8177 from Kings lynn to Cambridge on Tuesday. How many seats do you need?", "I just needed the info, no booking just yet. Thanks! goodbye.", "Thank you for using or system. Good bye.", "Have a great day", "Thank you and have a great day.", "I actually need a place to stay as well. Something in the east please.", "We have 6 guesthouses and one hotel on the eastside, you looking for any specific amenities or have a price range in mind?", "I am looking for something that is moderately priced with free wifi.", "I have the a and b guesthouse that has wifi and is moderately priced.", "Sounds great, could you book it for 3 people for 2 nights starting on the same day as my train?", "Booking was unsuccessful. Would you like to check in on a different day or shorten your stay?", "Yes let's go ahead and make it for just 1 night then.", "Booking was successful. Your reference number is AAO2UA2S . Can I help you with anything else?", "No, that should do it! Thank you very much for your help.", "You are welcome. Have a wonderful day. 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[ "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "Can you find a 4 star hotel in the north side?", "There are 8 guesthouses that meet that criteria. Do you have a preferred price range?", "Yes I want moderate price range", "I found 7 hotels that meets your criteria. Do you want parking?", "Yes, free parking is important. And also make sure it's an actual hotel rather than a guesthouse, I prefer the amenities of a hotel.", "I'm sorry but in this area we have only guesthouses. Would you want to choose one of them?", "I guess I don't have a choice. Book me in one of them a room for 3 people for 5 nights starting from this thursday.", "I booked you accomodation at arbury lodge guesthouse. Your reference number is AO41SUKL . Do you need anything else?", "No, that's all, thanks for the assistance!", "Sure, I'm here yo help. 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"act_type": [ "Hotel-Inform" ], "act_slot_name": [ "type" ], "act_slot_value": [ "guesthouses" ], "span_start": [ 40 ], "span_end": [ 51 ] } }, { "dialog_act": { "act_type": [ "Hotel-Inform" ], "act_slots": [ { "slot_name": [ "bookday", "bookpeople", "bookstay" ], "slot_value": [ "thursday", "3", "5" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform", "Hotel-Inform", "Hotel-Inform" ], "act_slot_name": [ "bookpeople", "bookstay", "bookday" ], "act_slot_value": [ "3", "5", "thursday" ], "span_start": [ 65, 78, 106 ], "span_end": [ 66, 79, 114 ] } }, { "dialog_act": { "act_type": [ "Booking-Book", "general-reqmore" ], "act_slots": [ { "slot_name": [ "name", "ref" ], "slot_value": [ "arbury lodge guesthouse", "AO41SUKL" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Booking-Book", "Booking-Book" ], "act_slot_name": [ "name", "ref" ], "act_slot_value": [ "arbury lodge guesthouse", "AO41SUKL" ], "span_start": [ 29, 79 ], "span_end": [ 52, 87 ] } }, { "dialog_act": { "act_type": [ "general-thank" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-bye", "general-welcome" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

[ "taxi" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I need to book a taxi to come by Saffron Brasserie by 03:30.", "I'd be happy to help! Where are you coming from?", "I'm coming from saffron brasserie.", "Where will you be going?", "I'm going to leicester train station and need to arrive there by 03:30", "Just want to confirm before booking you are departing from saffron brasserie and want to arrive at leicester by 3:30, is that correct?", "Yes, that is correct", "Booking completed! Booked car type : white ford Contact number : 07379980416", "Thanks, that's all I need. Good bye.", "Thanks for using the help desk and have a great day." ], "frames": [ { "service": [ "taxi", "train", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_taxi", "requested_slots": [], "slots_values": { "slots_values_name": [ "taxi-departure", "taxi-leaveat" ], "slots_values_list": [ [ "saffron brasserie" ], [ "03:30" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [ "taxi-leaveat", "taxi-departure" ], "value": [ "03:30", "Saffron Brasserie" ], "start": [ 54, 33 ], "exclusive_end": [ 59, 50 ], "copy_from": [ "", "" ], "copy_from_value": [ [], [] ] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] }, { "service": [ "taxi", "train", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_taxi", "requested_slots": [], "slots_values": { "slots_values_name": [ "taxi-departure", "taxi-leaveat" ], "slots_values_list": [ [ "saffron brasserie" ], [ "03:30" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_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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"copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] }, { "service": [ "taxi", "train", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_taxi", "requested_slots": [], "slots_values": { "slots_values_name": [ "taxi-departure", "taxi-destination" ], "slots_values_list": [ [ "saffron brasserie" ], [ "leicester train station" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [ "taxi-destination" ], "value": [ "leicester train station" ], "start": [ 13 ], "exclusive_end": [ 36 ], "copy_from": [ "" ], "copy_from_value": [ [] ] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], 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[ "saffron brasserie" ], [ "leicester train station" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] }, { "service": [ "taxi", "train", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [ "taxi-arriveby", "taxi-departure", "taxi-destination" ], "slots_values_list": [ [ "03:30", "3:30" ], [ "saffron brasserie" ], [ "leicester train station" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] } ], "dialogue_acts": [ { "dialog_act": { "act_type": [ "Taxi-Inform" ], "act_slots": [ { "slot_name": [ "arriveby", "departure", "leaveat" ], "slot_value": [ "03:30", "saffron brasserie", "03:30" ] } ] }, "span_info": { "act_type": [ "Taxi-Inform", "Taxi-Inform", "Taxi-Inform" ], "act_slot_name": [ "departure", "arriveby", "leaveat" ], "act_slot_value": [ "saffron brasserie", "03:30", "03:30" ], "span_start": [ 33, 54, 54 ], "span_end": [ 50, 59, 59 ] } }, { "dialog_act": { "act_type": [ "Taxi-Request" ], "act_slots": [ { "slot_name": [ "departure" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [], "act_slots": [] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Taxi-Request" ], "act_slots": [ { "slot_name": [ "destination" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Taxi-Inform" ], "act_slots": [ { "slot_name": [ "destination" ], "slot_value": [ "leicester train station" ] } ] }, "span_info": { "act_type": [ "Taxi-Inform" ], "act_slot_name": [ "destination" ], "act_slot_value": [ "leicester train station" ], "span_start": [ 13 ], "span_end": [ 36 ] } }, { "dialog_act": { "act_type": [ "Taxi-Request" ], "act_slots": [ { "slot_name": [ "arriveby", "departure", "destination" ], "slot_value": [ "?", "?", "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Taxi-Inform" ], "act_slots": [ { "slot_name": [ "arriveby" ], "slot_value": [ "3:30" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Taxi-Inform" ], "act_slots": [ { "slot_name": [ "phone", "type" ], "slot_value": [ "07379980416", "white ford" ] } ] }, "span_info": { "act_type": [ "Taxi-Inform", "Taxi-Inform" ], "act_slot_name": [ "type", "phone" ], "act_slot_value": [ "white ford", "07379980416" ], "span_start": [ 37, 65 ], "span_end": [ 47, 76 ] } }, { "dialog_act": { "act_type": [ "general-bye" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-bye" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

[ "train" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I'm looking for information on a train that will arrive at 20:45 Wednesday.", "I have 318 trains running on Wednesday, to help narrow it down where will you be departing/arriving?", "The train should depart from cambridge and should go to kings lynn.", "Train TR3234 leaves at 19:11 and arrives by 19:58. Shall I book that one for you?", "Yes. Thank you very much.", "Great. I have booked your ticket, your reference number is : NSRUZ1F6 . May I help you with anything else today?", "No thank you. That is all.", "I'm glad we could help. thank you and goodbye!" ], "frames": [ { "service": [ "train", "taxi", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_train", "requested_slots": [], "slots_values": { "slots_values_name": [ "train-arriveby", "train-day" ], "slots_values_list": [ [ "20:45" ], [ "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": [] } }, { 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[ "attraction" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I am looking for a swimming pool to go to in the north.", "There are two swimming pools to go to in the north. Would you rather go to Jesus Green Outdoor Pool or Kings Hedges Learner Pool?", "Great can I get their phone number?", "The phone number for Jesus Green is 01223302579, and the number for Kings Hedges is 01223353248. Is there anything else I can do to help?", "No, thank you.", "Okay. well I have no information on entrance fee but I do have their locations specifics. Would you like those as well?", "No, thank you.", "Well I'm glad I could help you and if there's anything else you need, please call us again." ], "frames": [ { "service": [ "attraction", "taxi", "train", "bus", "police", "hotel", "restaurant", "hospital" ], "state": [ { "active_intent": "find_attraction", "requested_slots": [], "slots_values": { "slots_values_name": [ "attraction-area", "attraction-type" ], "slots_values_list": [ [ "north" ], [ "swimmingpool" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", 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"span_end": [] } }, { "dialog_act": { "act_type": [ "general-greet", "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": [] } } ] }

[ "restaurant" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "Yes, I'm looking for a Cuban restaurant in the Centre.", "I don't see any Cuban restaurants in the Centre. Would you like to look for Cuban restaurants in another location?", "Hmm okay can you search for chinese food instead then please?", "There are 10 entries here. I recommend charlie chan.", "That sounds great. Can I have their phone number and address?", "Their phone number is 01223361763. Is there anything else I can do for you?", "Yes, can I please get their postcode and address?", "It is Regent Street City Centre, CB21DB", "Thank you very much, that's all the information that I need.", "You're welcome. If you need anything in the future, feel free to check back with us. Enjoy your stay!!", "Thanks again for the help. Have a great day. Goodbye.", "Please let us know if we can help any further. 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" ], [ "cuban" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "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": [ "Cuban" ], "start": [ 23 ], "exclusive_end": [ 28 ], "copy_from": [ "" ], "copy_from_value": [ [] ] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] }, { "service": [ "restaurant", "taxi", "train", "bus", "police", "hotel", "attraction", "hospital" ], "state": [ { "active_intent": "find_restaurant", "requested_slots": [], "slots_values": { "slots_values_name": [ "restaurant-area", "restaurant-food" ], "slots_values_list": [ [ "centre" ], [ "chinese" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [ "restaurant-food" ], "value": [ "chinese" ], "start": [ 28 ], "exclusive_end": [ 35 ], "copy_from": [ "" ], "copy_from_value": [ [] ] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_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": [ "charlie chan" ], "start": [ 39 ], "exclusive_end": [ 51 ], "copy_from": [ "" ], "copy_from_value": [ [] ] } ] }, { "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-food", "restaurant-name" ], "slots_values_list": [ [ "centre" ], [ "chinese" ], [ "charlie chan" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "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-postcode", "restaurant-address" ], "slots_values": { "slots_values_name": [ "restaurant-area", "restaurant-food", "restaurant-name" ], "slots_values_list": [ [ "centre" ], [ "chinese" ], [ "charlie chan" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "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-food", "restaurant-name" ], "slots_values_list": [ [ "centre" ], [ "chinese" ], [ "charlie chan" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "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-food", "restaurant-name" ], "slots_values_list": [ [ "centre" ], [ "chinese" ], [ "charlie chan" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "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", "food" ], "slot_value": [ "centre", "cuban" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "food", "area" ], "act_slot_value": [ "cuban", "centre" ], "span_start": [ 23, 47 ], "span_end": [ 28, 53 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform", "Restaurant-NoOffer", "Restaurant-Request" ], "act_slots": [ { "slot_name": [ "area", "food", "food" ], "slot_value": [ "the Centre", "Cuban", "Cuban" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "area" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "food", "area", "food" ], "act_slot_value": [ "Cuban", "the Centre", "Cuban" ], "span_start": [ 16, 37, 76 ], "span_end": [ 21, 47, 81 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "food" ], "slot_value": [ "chinese" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform" ], "act_slot_name": [ "food" ], "act_slot_value": [ "chinese" ], "span_start": [ 28 ], "span_end": [ 35 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform", "Restaurant-Recommend" ], "act_slots": [ { "slot_name": [ "choice" ], "slot_value": [ "10" ] }, { "slot_name": [ "name" ], "slot_value": [ "charlie chan" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Recommend" ], "act_slot_name": [ "choice", "name" ], "act_slot_value": [ "10", "charlie chan" ], "span_start": [ 10, 39 ], "span_end": [ 12, 51 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Request" ], "act_slots": [ { "slot_name": [ "address", "phone" ], "slot_value": [ "?", "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform", "general-reqmore" ], "act_slots": [ { "slot_name": [ "phone" ], "slot_value": [ "01223361763" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform" ], "act_slot_name": [ "phone" ], "act_slot_value": [ "01223361763" ], "span_start": [ 22 ], "span_end": [ 33 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Request" ], "act_slots": [ { "slot_name": [ "address", "postcode" ], "slot_value": [ "?", "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "address", "postcode" ], "slot_value": [ "Regent Street City Centre", "CB21DB" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "address", "postcode" ], "act_slot_value": [ "Regent Street City Centre", "CB21DB" ], "span_start": [ 6, 33 ], "span_end": [ 31, 39 ] } }, { "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": [] } }, { "dialog_act": { "act_type": [ "general-bye" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-bye" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

[ "train", "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "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, we're planning on staying in Cambridge and need lodging. We're looking for a guesthouse which has all amenities etc. Price is no problem.", "I can help you find a nice place to stay. First, did you have a particular area of town you were interested in?", "I would really like to stay in the east of town, and preferably an expensive guesthouse if one is available.", "There are no expensively priced guesthouses in that area, but there are 2 moderately priced ones and 3 cheap ones. Would one of those suit you?", "Can you suggest one of the cheap ones?", "I can recommend autumn house at 710 Newmarket Rd. Would you like me to book this for you?", "Yes. For one person for 5 nights starting from thursday.", "Booked! Reference number: WQL1WG7F .", "Thank you! I also need a train that arrives by 08:45", "Sure! Where will you be departing from? Would you like to depart at a certain time?", "I'd like to leave from Stevenage and go to Cambridge, it should arrive by 8:45 on the same day as my hotel booking.", "I have train TR1044 leaving stevenage at 7:54 and arriving in cambridge 8:43. Would you like me to book that?", "No, I'm not sure I need the train yet. Thanks for the info!", "You're welcome. Is there anything else I could help you with?", "No, that's all I needed. Thanks for your time!", "Thank you for using our service. Have a great day.", "Thanks. I will definitely use your service again.", "You're welcome. Thank you for calling. Good bye." ], "frames": [ { "service": [ "hotel", "taxi", "train", "bus", "police", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_hotel", "requested_slots": [], "slots_values": { "slots_values_name": [ "hotel-internet", "hotel-parking", "hotel-pricerange", "hotel-type" ], "slots_values_list": [ [ "yes" ], [ "yes" ], [ "dontcare" ], [ "guesthouse" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "find_train", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] 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[ "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": [ "Hello, could you help me with information on a train?", "Yes, I can. There are 2,828 trains traveling between Friday and Wednesday. Where are you departing from and what is your destination?", "I am leaving from Norwich and going to Cambridge on Wednesday.", "What time would you like to leave?", "I don't have a departure time but I want to arrive by 15:45.", "Great I have tran that ik get you there by 15:35. Would you like to book that?", "Just please get me the train ID and total travel time.", "the id is TR1892 and the duration is 79 minutes. anything else today?", "Can you find me a cheap guesthouse to stay in?", "Do you have a area of town you prefer?", "East part of town please", "There are three to choose from that are on the East part of town. They are all in the cheap price range. Should I recommend one?", "Could you try to book me into one starting Wednesday?", "How many nights will you be staying?", "There will be three of us checking in on Wednesday and staying for two nights.", "I have you booked at the Autumn House, and your reference number is 8CCY0VK0 . Do you need the address or phone number?", "Not at this time. Thank you so much.", "Is there anything else I can assist you with?", "No, thanks. That's all for today.", "Have a great day and enjoy your trip." ], "frames": [ { "service": [ "taxi", "train", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "find_train", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { 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[ "restaurant", "train" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I am looking for a place to eat that's expensive and serves Belgian food.", "I'm sorry, we don't have any Belgian restaurants. Would you like to try a different type?", "How about somewhere expensive in the centre?", "no such restraunts too", "How about a gastropub restaurant?", "I have two, the backstreet bistro and the slug and lettuce. Do you have a preference between the two?", "Can you book a table at the Bistro for me? 4 people at 13:30 on Sunday, please.", "Booking was successful. The table will be reserved for 15 minutes. Reference number is : NSLKEI1G .", "Thanks! I also need a train from Cambridge to Ely, please.", "what time will you be departing?", "I want to leave after 10:30 on Monday.", "The TR8089 meets your criteria. Would you like to book tickets?", "Yes, what time do I need to be at the station?", "I should be asking you what time you need to be at the station.", "I just need the arrival time and price.", "The arrival time for train TR8089 is 12:07, and it will cost only 4.40 pounds. Is there anything else I can help with?", "That was everything. 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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 need a moderately priced guest house.", "There are 15 moderately priced guesthouses. Do you have any specific needs, such as area, or internet access, or parking? What star rating would you prefer?", "Yes I want free wifi and the rating should have 4 stars.", "Acorn house is on the north side, has a 4-star rating and is in the moderate price range. They have free WIFI. What dates do you need?", "I need booking from 1 people and 4 nights starting from wednesday.", "I'm sorry, it doesn't look like they have a room available. Would you like me to try a different one?", "yes, please try a different hotel in the same price range.", "I have successfully booked you a room for 1 person and 4 nights starting on Wednesday at the archway house. They are located at 52 gilbert road.", "Can you give me a reference number to check in with?", "Reference number is 4D968P9B .", "Thank you for your help!", "You are welcome! Enjoy your stay.", "Thank you I'm sure I will.", "Great thank you." ], "frames": [ { "service": [ "hotel", "taxi", "train", "bus", "police", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_hotel", "requested_slots": [], "slots_values": { "slots_values_name": [ "hotel-pricerange", "hotel-type" ], "slots_values_list": [ [ "moderate" ], [ "guesthouse" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, 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[ "train", "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I need information for a train leaving on friday after 15:15.", "I'll be happy to help with that. Can you tell me your departure and destination cities please?", "I am leaving from Cambridge and going to Bishops Stortford.", "There is a train leaving at 15:29.", "Perfect, can we book that for 2 people, and I will need the reference number.", "I have made those reservations and your reference number is 5EVEW0AE .", "Where do I collect my ticket?", "You will get that from the station.", "Great, thanks! Can you please also recommend an expensive place to stay with free parking?", "Sure, the Lensfield hotel is within your price range and has free parking. The number is 01223355017 and post code is cb21en. Have a great day.", "I wasn't done yet, but thanks I will have a great day. Now, can you tell me if that hotel is in the north?", "sorry. it is in the south.", "Okay. So how about one in the north then, because that's what I want. If not, then try the centre. And don't try to book without my permission again please.", "There are no hotels in the expensive range in the north." ], "frames": [ { "service": [ "train", "taxi", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_train", "requested_slots": [], "slots_values": { "slots_values_name": [ "train-day", "train-leaveat" ], "slots_values_list": [ [ "friday" ], [ "15:15" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { 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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" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I'm looking for a restaurant in the centre serving modern european food.", "We have four choices, do you have a preference in price range?", "I need one in the moderate price range.", "There are 2 restaurants with your given preferences. They are de luca cucina and bar and riverside brasserie. Do want me to book a table for you?", "Yes please. I need a table for one at noon on Saturday", "I tried to book a table using your criteria at both restaurants, but unfortunately, there was no availability at either. Would you like a different day or time?", "Can you try 11:00 for either place?", "That time was successful. You're booked at De Luca Cucina and Bar at 11:00 on Saturday. Your reference number is QCA3LHQC . Need anything else today?", "Yes please. I need train on the same day arriving in Cambridge.", "What time are you looking to arrive in Cambridge?", "I need to arrive by 08:45. Are there any trains that early?", "Oh yes plenty. How about the 07:17 that arrives by 08:08.", "What is the travel time and train ID?", "That ID would be the TR8885, and the travel time is 51 minutes. Would you like to book a seat on that train?", "No thanks. That will not be necessary. Thanks for the info. Goodbye.", "Just to confirm, that train leaves from London Kings Cross. Is that your intended departure station?", "Sorry, no, I need to depart from Broxbourne.", "Okay, it looks like the TR1971 would depart Broxbourne at 7:32 and arrive in Cambridge at 08:32. Would that work for you?", "Perfect, thanks. I am all set now.", "You are welcome. 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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'm looking for an expensive restaurant in the west.", "I have about 9 different options for you. What type of food would you like to dine on?", "I would prefer Caribbean food", "I'm so sorry, but we don't have any Caribbean restaurants in that area. Would you like a different type of food? Or I could check a different area.", "Do you show any Indian restaurants in that area?", "Yes I have 5 in that area. I would like to suggest cocum. Would you like to make reservations?", "That sounds great. There will be 6 of us on Sunday for dinner. Say, 19:15?", "Great! Your table at cocum is booked. Your reference number is 1CQ2UX5F . Do you need help with anything else?", "Yes, I'd also like to visit a museum.", "There are 23 museums in Cambridge. Would you like to visit a museum near your restaurant in the west?", "You can just choose the one you like best please and then tell me its postcode and area", "Cafe jello gallery is in the west area. The post code is cb30af. Is there anything else I can help you with?", "No that will be all thank you", "You are most welcome, enjoy your visit!" ], "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" ], [ "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": [], 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"slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] }, { "service": [ "restaurant", "attraction", "train", "bus", "police", "hotel", "taxi", "hospital" ], "state": [ { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [ "restaurant-area", "restaurant-bookday", "restaurant-bookpeople", "restaurant-booktime", "restaurant-food", "restaurant-name", "restaurant-pricerange" ], "slots_values_list": [ [ "west" ], [ "sunday" ], [ "6" ], [ "19:15" ], [ "indian" ], [ "cocum" ], [ "expensive" ] ] } }, { "active_intent": "find_attraction", "requested_slots": [ "attraction-area", "attraction-postcode" ], "slots_values": { "slots_values_name": [ "attraction-type" ], "slots_values_list": [ [ "museum" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "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": [] }, { 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"restaurant-pricerange" ], "slots_values_list": [ [ "west" ], [ "sunday" ], [ "6" ], [ "19:15" ], [ "indian" ], [ "cocum" ], [ "expensive" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [ "attraction-type" ], "slots_values_list": [ [ "museum" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_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-Inform" ], "act_slots": [ { "slot_name": [ "area", "pricerange" ], "slot_value": [ "west", "expensive" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "pricerange", "area" ], "act_slot_value": [ "expensive", "west" ], "span_start": [ 19, 47 ], "span_end": [ 28, 51 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform", "Restaurant-Request" ], "act_slots": [ { "slot_name": [ "choice" ], "slot_value": [ "about 9" ] }, { "slot_name": [ "food" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform" ], "act_slot_name": [ "choice" ], "act_slot_value": [ "about 9" ], "span_start": [ 7 ], "span_end": [ 14 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "food" ], "slot_value": [ "caribbean" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform" ], "act_slot_name": [ "food" ], "act_slot_value": [ "caribbean" ], "span_start": [ 15 ], "span_end": [ 24 ] } }, { "dialog_act": { "act_type": [ "Restaurant-NoOffer", "Restaurant-Request" ], "act_slots": [ { "slot_name": [ "food" ], "slot_value": [ "Caribbean" ] }, { "slot_name": [ "area", "food" ], "slot_value": [ "?", "?" ] } ] }, "span_info": { "act_type": [ "Restaurant-NoOffer" ], "act_slot_name": [ "food" ], "act_slot_value": [ "Caribbean" ], "span_start": [ 36 ], "span_end": [ 45 ] } }, { "dialog_act": { "act_type": [ "Attraction-Request", "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "area" ], "slot_value": [ "?" ] }, { "slot_name": [ "food" ], "slot_value": [ "indian" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform" ], "act_slot_name": [ "food" ], "act_slot_value": [ "indian" ], "span_start": [ 16 ], "span_end": [ 22 ] } }, { "dialog_act": { "act_type": [ "Booking-Inform", "Restaurant-Inform", "Restaurant-Recommend" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "choice" ], "slot_value": [ "5" ] }, { "slot_name": [ "name" ], "slot_value": [ "cocum" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Recommend" ], "act_slot_name": [ "choice", "name" ], "act_slot_value": [ "5", "cocum" ], "span_start": [ 11, 51 ], "span_end": [ 12, 56 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "bookday", "bookpeople", "booktime" ], "slot_value": [ "sunday", "6", "19:15" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "bookpeople", "bookday", "booktime" ], "act_slot_value": [ "6", "sunday", "19:15" ], "span_start": [ 33, 44, 68 ], "span_end": [ 34, 50, 73 ] } }, { "dialog_act": { "act_type": [ "Booking-Book", "general-reqmore" ], "act_slots": [ { "slot_name": [ "name", "ref" ], "slot_value": [ "cocum", "1CQ2UX5F" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Booking-Book", "Booking-Book" ], "act_slot_name": [ "name", "ref" ], "act_slot_value": [ "cocum", "1CQ2UX5F" ], "span_start": [ 21, 63 ], "span_end": [ 26, 71 ] } }, { "dialog_act": { "act_type": [ "Attraction-Inform" ], "act_slots": [ { "slot_name": [ "type" ], "slot_value": [ "museum" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform" ], "act_slot_name": [ "type" ], "act_slot_value": [ "museum" ], "span_start": [ 30 ], "span_end": [ 36 ] } }, { "dialog_act": { "act_type": [ "Attraction-Inform" ], "act_slots": [ { "slot_name": [ "area", "choice", "type" ], "slot_value": [ "west", "23", "museums" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform", "Attraction-Inform", "Attraction-Inform" ], "act_slot_name": [ "choice", "type", "area" ], "act_slot_value": [ "23", "museums", "west" ], "span_start": [ 10, 13, 96 ], "span_end": [ 12, 20, 100 ] } }, { "dialog_act": { "act_type": [ "Attraction-Request" ], "act_slots": [ { "slot_name": [ "area", "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": [ "area", "name", "postcode" ], "slot_value": [ "west", "Cafe jello gallery", "cb30af" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform", "Attraction-Inform", "Attraction-Inform" ], "act_slot_name": [ "name", "area", "postcode" ], "act_slot_value": [ "Cafe jello gallery", "west", "cb30af" ], "span_start": [ 0, 29, 57 ], "span_end": [ 18, 33, 63 ] } }, { "dialog_act": { "act_type": [ "general-thank" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-bye", "general-welcome" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

[ "restaurant", "train" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "Hi, can you point me to an expensive restaurant that serves Italian food? I will be in the area soon.", "I have 4 in the centre of town and one in the south, any preference?", "Yes, I would like to book a reservation in the south for 2 people on friday afternoon.", "Could you give me a more specific time for the \"afternoon\"? Reservations can be placed starting on the hour and every 15 minutes after.", "Yes. I actually need a restaurant in the centre for three people on Wednesday at 18:15.", "I cannot get a table reserved for you at that time. Perhaps another day or time slot maybe?", "Can you try 17:15?", "I was able to book stazione restaurant and coffee bar the reference number is 95K25VSO", "Thank you. Can you book me a train arriving the same day as I am going to the restaurant?", "I would be happy to help if I have some more information. What are the departure and destination locations?", "I'm coming to Cambridge from London Liverpool Street.", "When would you like to leave or arrive by?", "I would like to arrive by 10:00 and I would like to book it for the same quantity of people as in the restaurant. I also would like the reference number.", "Ok, I have booked 2 tickets on TR5936 leaving Liverpool St at 07:39 and arriving in Cambridge at 09:07. Reference number 68JD5L35 . It will be 33.20GBP at the station.", "Thank you! Goobye.", "You're welcome. 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"act_type": [ "Booking-NoBook", "Booking-Request" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "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" ], "act_slots": [ { "slot_name": [ "booktime" ], "slot_value": [ "17:15" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform" ], "act_slot_name": [ "booktime" ], "act_slot_value": [ "17:15" ], "span_start": [ 12 ], "span_end": [ 17 ] } }, { "dialog_act": { "act_type": [ "Booking-Book" ], "act_slots": [ { "slot_name": [ "name", "ref" ], "slot_value": [ "stazione restaurant and coffee bar", "95K25VSO" ] } ] }, "span_info": { "act_type": [ "Booking-Book", "Booking-Book" ], "act_slot_name": [ "name", "ref" ], "act_slot_value": [ "stazione restaurant and coffee bar", "95K25VSO" ], "span_start": [ 19, 78 ], "span_end": [ 53, 86 ] } }, { "dialog_act": { "act_type": [ "Train-Inform" ], "act_slots": [ { "slot_name": [ "day" ], "slot_value": [ "wednesday" ] } ] }, "span_info": { "act_type": [ "Train-Inform" ], "act_slot_name": [ "day" ], "act_slot_value": [ "wednesday" ], "span_start": [ 48 ], "span_end": [ 56 ] } }, { "dialog_act": { "act_type": [ "Train-Request" ], "act_slots": [ { "slot_name": [ "departure", "destination" ], "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", "destination" ], "slot_value": [ "london liverpool street", "cambridge" ] } ] }, "span_info": { "act_type": [ "Train-Inform", "Train-Inform" ], "act_slot_name": [ "destination", "departure" ], "act_slot_value": [ "cambridge", "london liverpool street" ], "span_start": [ 14, 29 ], "span_end": [ 23, 52 ] } }, { "dialog_act": { "act_type": [ "Train-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": [ "Train-Inform", "Train-Request" ], "act_slots": [ { "slot_name": [ "arriveby", "bookpeople" ], "slot_value": [ "10:00", "2" ] }, { "slot_name": [ "ref" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [ "Train-Inform", "Train-Inform" ], "act_slot_name": [ "arriveby", "bookpeople" ], "act_slot_value": [ "10:00", "2" ], "span_start": [ 26, 68 ], "span_end": [ 31, 91 ] } }, { "dialog_act": { "act_type": [ "Train-OfferBooked" ], "act_slots": [ { "slot_name": [ "arriveby", "bookpeople", "departure", "destination", "leaveat", "price", "ref", "trainid" ], "slot_value": [ "09:07", "2", "Liverpool St", "Cambridge", "07:39", "33.20GBP", "68JD5L35", "TR5936" ] } ] }, "span_info": { "act_type": [ "Train-OfferBooked", "Train-OfferBooked", "Train-OfferBooked", "Train-OfferBooked", "Train-OfferBooked", "Train-OfferBooked", "Train-OfferBooked", "Train-OfferBooked" ], "act_slot_name": [ "bookpeople", "trainid", "departure", "leaveat", "destination", "arriveby", "ref", "price" ], "act_slot_value": [ "2", "TR5936", "Liverpool St", "07:39", "Cambridge", "09:07", "68JD5L35", "33.20GBP" ], "span_start": [ 18, 31, 46, 62, 84, 97, 121, 143 ], "span_end": [ 19, 37, 58, 67, 93, 102, 129, 151 ] } }, { "dialog_act": { "act_type": [ "general-thank" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-bye", "general-welcome" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

[]

{ "turn_id": [ "0", "1", "2", "3", "4", "5" ], "speaker": [ 0, 1, 0, 1, 0, 1 ], "utterance": [ "Hello, I need information for the nearest police station please.", "The telephone is 01223358966 and the address is Parkside, Cambridge. Is there anything else I can help you with?", "Can I have the postcode please?", "The postcode is CB11JG. Can I help you with anything else?", "No, thank you for your help.", "You are welcome. Please let us know if there's anything else we can assist you with in the future." ], "frames": [ { "service": [ "taxi", "train", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "find_police", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "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": "find_police", "requested_slots": [ "police-postcode" ], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] }, { "service": [ "taxi", "train", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "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": [ "Police-Inform" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Police-Inform" ], "act_slots": [ { "slot_name": [ "address", "phone" ], "slot_value": [ "Parkside, Cambridge", "01223358966" ] } ] }, "span_info": { "act_type": [ "Police-Inform", "Police-Inform" ], "act_slot_name": [ "phone", "address" ], "act_slot_value": [ "01223358966", "Parkside, Cambridge" ], "span_start": [ 17, 48 ], "span_end": [ 28, 67 ] } }, { "dialog_act": { "act_type": [ "Police-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": [ "Police-Inform", "general-welcome" ], "act_slots": [ { "slot_name": [ "postcode" ], "slot_value": [ "CB11JG" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Police-Inform" ], "act_slot_name": [ "postcode" ], "act_slot_value": [ "CB11JG" ], "span_start": [ 16 ], "span_end": [ 22 ] } }, { "dialog_act": { "act_type": [ "general-thank" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-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" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I am looking for a place to stay with 4 stars.", "Certainly, is there an area of town you prefer?", "No, but it should have free wifi, 4 stars, and free parking.", "There are quite a few options that match your needs -would you prefer cheap or moderately priced?", "No. You can pick the hotel. I will need it for 3 people lasting 2 nights, from Friday.", "I have booked you a room at the Acorn Guest House. They are at 154 Chesterson Road, CB41DA. Their phone number is 01223353888. Can I help you with anything else?", "Yes, I need the reference number.", "Booking was successful. Reference number is : UUJ3X14V .", "Thanks! I am also looking for suggestions for night clubs.", "I have 6 night clubs in the city, 5 are in the centre and 1 is in the South? Would you like info on any of them?", "What is the entrance fee and the phone number for the one in the south?", "The Place is a nightclub in the south part of town. I'm sorry, i do not have the entrance fee. Their phone number is 01223324600. Is there anything else?", "No, that's all I needed! Thanks you've been so helpful! Bye!", "You are most welcome. Enjoy your visit!" ], "frames": [ { "service": [ "hotel", "taxi", "train", "bus", "police", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_hotel", "requested_slots": [], "slots_values": { "slots_values_name": [ "hotel-stars" ], "slots_values_list": [ [ "4" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "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-internet", "hotel-parking", "hotel-stars" ], "slots_values_list": [ [ "yes" ], [ "yes" ], [ "4" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] }, { "service": [ "hotel", "taxi", "train", "bus", "police", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "book_hotel", "requested_slots": [], "slots_values": { "slots_values_name": [ "hotel-area", "hotel-bookday", "hotel-bookpeople", "hotel-bookstay", "hotel-internet", "hotel-parking", "hotel-stars" ], "slots_values_list": [ [ "dontcare" ], [ "friday" ], [ "3" ], [ "2" ], [ "yes" ], [ "yes" ], [ "4" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { 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"slot_value": [ "south" ] }, { "slot_name": [ "entrancefee", "phone" ], "slot_value": [ "?", "?" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform" ], "act_slot_name": [ "area" ], "act_slot_value": [ "south" ], "span_start": [ 65 ], "span_end": [ 70 ] } }, { "dialog_act": { "act_type": [ "Attraction-Inform", "general-reqmore" ], "act_slots": [ { "slot_name": [ "entrancefee", "name", "phone" ], "slot_value": [ "do not have the entrance fee", "The Place", "01223324600" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform", "Attraction-Inform", "Attraction-Inform" ], "act_slot_name": [ "name", "entrancefee", "phone" ], "act_slot_value": [ "The Place", "do not have the entrance fee", "01223324600" ], "span_start": [ 0, 65, 117 ], "span_end": [ 9, 93, 128 ] } }, { "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": [] } } ] }

[ "taxi", "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 am looking for a college to visit.", "We have many colleges in Cambridge, most of which are in the center of town. Do you have a specific area in mind?", "I don't have a preference, but could I have the entrance fee, postcode, and phone number please?", "Clare college is located in the west with a postcode of cb21tl. The phone number is 01223333200 and the entrance fee is 2.50 pounds.", "Thank you. Can you help me in finding a hotel in the centre of town?", "May I recommend the Alexander Bed & Breakfast Hotel located in the centre of town at 56 Saint Barnabas Road?", "Does it have 0 stars? I'm wanting to make sure I book a room at a place with 0 stars.", "No, the Alexander has a 4 star rating. There are two others located in the centre of town that have 0 stars. Would you like information for either of those?", "Could either of the ones with 0 stars accommodate 7 people for 4 nights, starting from Saturday? If so, book it and please provide a reference number.", "In order that I may better serve you, I will need the date you will need your accommodations.", "I just said I needed it on Saturday for 4 nights? There will be 7 of us.", "I have you booked for four nights. Your reference number is ACLLASUS .", "Great, I also need a taxi to take me between the two places.", "I'd be happy to help you with a taxi. Which will you be departing from and what time are you looking to leave?", "I will be departing from Clare college at 02:15.", "Okay, I booked a taxi from Clare College to Alexander at 02:15. The car will be a yellow Tesla, contact number is 07924405989.", "Thanks, that's all I need. Have a nice day.", "We are happy to help. Thank you for using our service. 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"act_slot_name": [ "bookday", "bookstay" ], "act_slot_value": [ "saturday", "4" ], "span_start": [ 27, 40 ], "span_end": [ 35, 41 ] } }, { "dialog_act": { "act_type": [ "Booking-Book" ], "act_slots": [ { "slot_name": [ "bookstay", "ref" ], "slot_value": [ "four", "ACLLASUS" ] } ] }, "span_info": { "act_type": [ "Booking-Book", "Booking-Book" ], "act_slot_name": [ "bookstay", "ref" ], "act_slot_value": [ "four", "ACLLASUS" ], "span_start": [ 22, 60 ], "span_end": [ 26, 68 ] } }, { "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", "general-greet" ], "act_slots": [ { "slot_name": [ "departure", "leaveat" ], "slot_value": [ "?", "?" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Taxi-Inform" ], "act_slots": [ { "slot_name": [ "departure", "leaveat" ], "slot_value": [ "clare college", "02:15" ] } ] }, "span_info": { "act_type": [ "Taxi-Inform", "Taxi-Inform" ], "act_slot_name": [ "departure", "leaveat" ], "act_slot_value": [ "clare college", "02:15" ], "span_start": [ 25, 42 ], "span_end": [ 38, 47 ] } }, { "dialog_act": { "act_type": [ "Taxi-Inform" ], "act_slots": [ { "slot_name": [ "departure", "destination", "leaveat", "phone", "type" ], "slot_value": [ "Clare College", "Alexander", "02:15", "07924405989", "yellow Tesla" ] } ] }, "span_info": { "act_type": [ "Taxi-Inform", "Taxi-Inform", "Taxi-Inform", "Taxi-Inform", "Taxi-Inform" ], "act_slot_name": [ "departure", "destination", "leaveat", "type", "phone" ], "act_slot_value": [ "Clare College", "Alexander", "02:15", "yellow Tesla", "07924405989" ], "span_start": [ 27, 44, 57, 82, 114 ], "span_end": [ 40, 53, 62, 94, 125 ] } }, { "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-greet", "general-welcome" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

[ "taxi" ]

{ "turn_id": [ "0", "1", "2", "3" ], "speaker": [ 0, 1, 0, 1 ], "utterance": [ "I'd like for a taxi to take me to autumn house from travellers rest", "Sure thing! What time do you want to leave?", "I want to arrive by 07:00, what time I leave is okay.", "There's a grey skoda that will be picking you up. You can contact the driver at 07605689057." ], "frames": [ { "service": [ "taxi", "train", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_taxi", "requested_slots": [], "slots_values": { "slots_values_name": [ "taxi-departure", "taxi-destination" ], "slots_values_list": [ [ "autumn house" ], [ "travellers rest" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [ "taxi-destination", "taxi-departure" ], "value": [ "travellers rest", "autumn house" ], "start": [ 52, 34 ], "exclusive_end": [ 67, 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": [ "taxi", "train", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_taxi", "requested_slots": [], "slots_values": { "slots_values_name": [ "taxi-arriveby", "taxi-departure", "taxi-destination" ], "slots_values_list": [ [ "07:00" ], [ "autumn house" ], [ "travellers rest" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [ "taxi-arriveby" ], "value": [ "07:00" ], "start": [ 20 ], "exclusive_end": [ 25 ], "copy_from": [ "" ], "copy_from_value": [ [] ] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] } ], "dialogue_acts": [ { "dialog_act": { "act_type": [ "Taxi-Inform" ], "act_slots": [ { "slot_name": [ "departure", "destination" ], "slot_value": [ "autumn house", "travellers rest" ] } ] }, "span_info": { "act_type": [ "Taxi-Inform", "Taxi-Inform" ], "act_slot_name": [ "departure", "destination" ], "act_slot_value": [ "autumn house", "travellers rest" ], "span_start": [ 34, 52 ], "span_end": [ 46, 67 ] } }, { "dialog_act": { "act_type": [ "Taxi-Request" ], "act_slots": [ { "slot_name": [ "leaveat" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Taxi-Inform" ], "act_slots": [ { "slot_name": [ "arriveby" ], "slot_value": [ "07:00" ] } ] }, "span_info": { "act_type": [ "Taxi-Inform" ], "act_slot_name": [ "arriveby" ], "act_slot_value": [ "07:00" ], "span_start": [ 20 ], "span_end": [ 25 ] } }, { "dialog_act": { "act_type": [ "Taxi-Inform" ], "act_slots": [ { "slot_name": [ "phone", "type" ], "slot_value": [ "07605689057", "grey skoda" ] } ] }, "span_info": { "act_type": [ "Taxi-Inform", "Taxi-Inform" ], "act_slot_name": [ "type", "phone" ], "act_slot_value": [ "grey skoda", "07605689057" ], "span_start": [ 10, 80 ], "span_end": [ 20, 91 ] } } ] }

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

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17", "18", "19", "20", "21", "22", "23", "24", "25", "26", "27" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I wanted to visit a place called Center, could you tell me the hours it's open, and if it is an attraction that I would need to book in advance?", "I'm sorry, I don't have a listing for an attraction by that name.", "ok. can you find me a nice hotel where i can spend over the weekend", "Perhaps you were interested in an attraction located in city CENTRE? Theatre? dancing? dining? museums? If not, I can help with hotel booking too.", "Yes, I am interested in one located in the city Centre. Can you list out several for me so I can choose from them?", "There are 44 different attractions in the centre ranging from architecture to nightclubs. What type of entertainment are you interested in?", "Please give me a list of nightclubs and the admission fee", "There are five nightclubs in the Centre. May I suggest Soul Tree Nightclub? It cost four pounds for the entrance fee.", "Can you give me the post code for the Soul Tree Nightclub?", "The postcode is cb23qf. Is there anything else I can help you with today?", "I would also like to book a table for a restaurant that serves British food and is expensive. I need this to be in the same area as the nightclub.", "I found 3 restaurants matching your request. The cambridge chop house is very popular. Would you like to book a table there?", "yes can you please help me with that?", "Yes when would you like to book?", "I'd like to book a table for 12:00 on Wednesday", "Ok, and for how many people?", "I'd like it for 7 people please. And could you also get me a taxi to go between the two?", "i booked that for you. your reference number is 2tn0v6dq .", "Thank you. Can you also book me a taxi to go between the two?", "Sure. I'll just need to know where you want to be picked up and where you want to be dropped off, plus either when you want to leave or arrive by", "adress and phone number please and thank you", "Unfortunately, I don't understand your message. To book your taxi, I need to know where you are starting and going to. I also need to know what time.", "So sorry, I was distracted. I need to arrive at the restaurant in time for my booking, please.", "I can book that for you now.", "please do and give me car type and contact", "Booking completed! Your car is a blue honda and the contact number is 07559573662.", "Thank you so much. That's all I need for today.", "You are welcome. It has been a pleasure assisting you today. Have a great day." ], "frames": [ { "service": [ "taxi", "train", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "find_attraction", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "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-pricerange", "hotel-type" ], "slots_values_list": [ [ "expensive" ], [ "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": "find_attraction", 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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": [ "Hi, I'm looking for a 4-star hotel with free wifi.", "Sure thing. I have two options for you, and they are both guesthouses. One in the east, and one in the north. Do you have a preference?", "Are either of those two cheap?", "No I am sorry, they are both in the moderate price range. Would you like to book one of them?", "Any one will do as long as it has a 4-star rating with free wifi and is cheap.", "There are no 4-star places that are cheap and have free wifi. Perhaps something not as fancy, or in a higher price range?", "I'm not sure. I really needed those specifications.", "I apologize, we have several options. The alexander bed and breakfast is a cheap four star guesthouse, in the north area, with wifi. Would you care to reserve a room?", "Yes, let's book it for 3 nights from Wednesday. There will be 5 of us.", "Okay, I've made your reservation. The reference number is 525A3U0N . What else can I help you with today?", "You've taken care of everything. Thank you.", "Thank you 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-parking", "hotel-stars" ], "slots_values_list": [ [ "yes" ], [ "no" ], [ "4" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { 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[ "restaurant", "attraction", "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17", "18", "19", "20", "21", "22", "23" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "i need a place to stay", "Okay! What part of town would you like to stay in?", "I'd prefer something in the North, a 4 star hotel with free wifi if possible.", "There are no 4 start hotels in the north with free wifi.", "would you like to book something without free wifi, or in another area.", "There are no 4 star hotels in the north are with free internet. Is there anything else I can help you with?", "What about a guesthouse with 4 stars in the north?", "Yes, I see several guesthouses available! They are all in the moderate price range; does parking matter to you?", "The parking does not matter.", "Yes, I would recommend Avalon. It is at 62 Gilbert Road, postcode cb43pd.", "Can you tell me the phone number?", "Sure, the phone number is 01223353071.", "Can you also help me find an indian place to eat.", "Is there a certain area or price range you would like?", "I'm sorry, I meant to ask for help finding something fun to do in town in the north side of town. I don't need a restaurant after all.", "do you have a type in mind?", "can I get a boat?", "riverboat georgina is in the north. Would this work?", "find me its entrance fee", "Yes, I would have to give them a quick call. How many people and what day?", "I'm not ready to book it. I would just like to know the entrance fee.", "I'm sorry. The entrance fee for the Riverboat Georgina is unknown. Would you like the phone number?", "no thanks that will be all then", "I am glad that I can help. 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], "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" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

[ "restaurant", "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17", "18", "19", "20", "21" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I need a place to stay that is cheap.", "Okay and what area will you be staying in?", "I need a place in the center of town, and I would prefer a hotel over a guesthouse.", "I have three hotels in the centre, one is moderately priced and then there are two expensive ones. Would you like to book one of them?", "I want to book one of the expensive ones.", "The expensive ones are the Gonville Hotel and University Arms Hotel. Both offer free wifi and parking. The Gonville is 3 star rated, and the University Arms is 4 star.", "Great. Can I book the University Arms for 2 nights for 4 people starting Sunday please? I'll need a reference number.", "OK, you're all set. Reference #MEGFYQHA . Is there anything else I can help you with today?", "Can you help me find a Hungarian restaurant, also in the centre of town?", "I'm sorry, there are no Hungarian restaurants in the centre of town, would you like another location?", "Is there and Indian restaurant available in that area?", "There are 9 indian restaurants. Do you prefer cheap or expensive?", "I would like expensive please.l", "There are several options in that area. How about Curry Garden? I hear it's great.", "Can you book a reservation for me?", "Absolutely, what day would you like reservations?", "I would like to book it fro Sunday at 14:45.", "How many people will be dining?", "4 people will be dining.", "Your table is booked, ref#9BZUL5GV . Is there anything else I can help you with today?", "I think that is all I need today. Thank you for all your help. 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[ "restaurant", "train" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I am looking for information in Cambridge looking for a restaurant in the north", "We have a range of options in the north. Do you have preferred cuisine or price range?", "How about an expensive venetian place?", "I'm sorry, I'm not finding any results. Is there another location or price range you'd like to try?", "How about something that serves Asian Oriental food?", "I do have one expensive asian oriental restaurant in the north. It is called Saigon City. Can I make you a reservation?", "That sounds great. I will need a table for 5.", "What day and time would you like this reservation for?", "16:30 on Thursday, please.", "We booked you for Thursday at 16:30, is their anything else I can assist you with?", "Can you provide me with a reference number, please?", "Yes, your reference number is 80SX075C . Is there anything else I can help you with today?", "I would like to take a train from stansted airport to cambridge, on Thursday, with arrival by 13:30.", "TR9775 arrives by 12:52, would you like more info or tickets?", "Please give me the departure and travel time.", "It departs at 12:24 and the duration of the trip is 28 minutes.", "Thank you! 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[ "restaurant", "taxi", "attraction" ]

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Do you have a preference?", "I am actually looking for a restaurant that serves scottish food.", "I am sorry there are not any restaurants that serve Scottish food in the north area. Would you like to broaden your area?", "How about Italian food?", "Yes, da vinci pizzeria is in the north and serves italian food and is in the cheap price range. Can I reserve a table for you?", "Yes please. There will be 5 of us and we would like to eat on Thursday at 17:45.", "I am very sorry that time was not available at da vinci pizzeria. Would you like to try a different time/day?", "How about 16:45 on Tuesday? Can I have the reference number?", "I'm sorry, that time is not available either. Would you like to try another one?", "15:45, 18:45, if not Is there another italian restaurant that I could get a table for 5 at etiher 16:45 or 17:45?", "I am very sorry, our system was giving me an error, but I have managed to book your party of 5 at 16:45 on Tuesday. Your reference number is XRR7UTLU . Is there anything else I can help with?", "Yes I will also need a taxi to commute between the two places.", "I have a taxi that can take you from the Kings Hedges Pool to the restaurant, arriving there by your reservation time of 16:45. Will that work for you?", "What is the contact number and what will be the car type?", "Contact number is 07516311076, car type is a grey Ford.", "Thank you so much!", "Anything else I can do for you?", "No, that is all I need today. Thanks again! 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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 need a train that leaves for Ely on Friday.", "What time do you need to travel to Ely?", "I need to arrive in Ely before 11:30. I would be leaving from Cambridge.", "There are 3 trains that fit that criteria - is there a specific time you'd like to leave?", "Yes, I would like to book a train that will arrive in Ely before 11:30.", "TR8792 departs Cambridge at 9:50 and arrives in Ely at 10:07. Would you like a ticket on that train?", "I also need a place to stay on the north side of town that includes free parking.", "We have several guesthouses, one hotel and one lodge that meet that criteria.", "Do any of them have 3 stars?", "Yes, the Hamilton Lodge has only three stars. It is a guesthouse in the north part of town. Would you like me to book you here?", "No, but I do need the address, postcode, and phone number.", "Sure, The Hamilton Lodge is located at 156 Chesterton Road, cb41da. You can call at 01223365664. Is there anything else I can help with?", "That is all I need. Thank you.", "TR8792 is the latest departing train on Friday. It departs at 9:50 and arrives in Ely at 10:07. Do you want to depart earlier?", "I didn't need a train. I have everything I needed now. Thank You for your help.", "No problem. 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[ "attraction", "hotel" ]

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Their address is market street with postcode cb23nz.", "Thank you so much, that is all I needed.", "Thank you for using our system!" ], "frames": [ { "service": [ "hotel", "taxi", "train", "bus", "police", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_hotel", "requested_slots": [], "slots_values": { "slots_values_name": [ "hotel-name" ], "slots_values_list": [ [ "hamilton lodge" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": 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[ "restaurant", "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I need to place to eat, say, in the center of the town with some creative food.", "I don't have any creative restaurants in that area. maybe another cuisine?", "What about Italian food?", "We have many Italian restaurants! If price is no issue, I recommend Caffe Uno.", "That is great. I need to make a booking for one.", "I can do that. What day and time would you like the booking?", "book a table for 1 people at 11:15 on tuesday with reference number please and thank you", "Your reservation is booked. Your reference number is 4UROSY5A .", "Thanks for handling the restaurant booking. I also need a cheap place to stay near the restaurant.", "If a guesthouse is okay, Alexander Bed and Breakfast is a 4-star cheap hotel in the center part of town near the restaurant. Will that work?", "That sounds great! Can I get the phone number and postcode too?", "The phone number is 01223525725 and the postcode is cb12de", "Great, Thank you so much for all your help.", "You are most welcome. Is there anything else I can assist you with?", "No, that's everything I needed. Thanks again! 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[ "taxi", "attraction", "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17", "18", "19" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "can you recommend a good place to go in the centre?", "Yes! What type of attraction would you like to visit?", "Can you suggest one for me please. I need the postcode, entrance fee if any and phone number", "the fitzwilliam museum is a museum is free. Postcode: cb21rb. Phone: 01223332900.", "Also looking for a 4 star hotel in the same area as the museum.", "We have the University Arms, which is an expensive hotel, or the Alexander B&B, which is a charming, but inexpensive, guesthouse.", "Can you book a room there for 2 people and two nights? I'll need a reference number as well.", "What day will you be staying?", "i will be staying for 5 days", "I'm sorry... are you staying with two people for two days, or alone for five days? Which days would you like me to reserve?", "Never mind the booking. I need a taxi.", "Okay what time do you need the taxi?", "I want to leave the hotel by 20:00.", "What is your destination?", "The Fitzwilliam Museum is my destination.", "The taxi is all set, look for a grey toyota, they can be reached at 07596698267 if there are any issues. Any other questions?", "Thank you that's all I needed today.", "you are welcome all the time", "Great, that's all I need...thanks so much! Have a great day!", "You're welcome! 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That will be all.", "Can I assist you with anything else today?", "No, again, that is all, thank you.", "Have a great day!" ], "frames": [ { "service": [ "attraction", "taxi", "train", "bus", "police", "hotel", "restaurant", "hospital" ], "state": [ { "active_intent": "find_attraction", "requested_slots": [], "slots_values": { "slots_values_name": [ "attraction-area", "attraction-type" ], "slots_values_list": [ [ "centre" ], [ "museum" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "find_hotel", "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'm looking for a moderately priced guest house. Can you recommend one?", "There are 15 options. Do you have a specific area you would like to stay in? And are you interested in wifi and parking?", "I don't care about wifi or parking. To be honest, I don't care what area it is in, either. What would you pick?", "I would go with the Acorn Guest House if I were choosing a moderately price guesthouse.", "Sounds nice. What is the address and postcode please?", "The address is 154 Chesterton Rd, the postal code is cb41da, is there anything else that I can assist with?", "I'm also looking for an attraction preferably on a boat in the west.", "There are no boats in the west, can I try something else for you?", "Hmm. What about museums?", "Cambridge and county folk museum is available, would you like that?", "Sure. That sounds good. Can I get their address and postcode please?", "Sure their address is 2-3 Castle Street and the postcode is cb30aq", "Thanks! I also need a taxi between both locations, please.", "Can you tell what time you want to be picked up and at which location?", "I want to leave the hotel by 23:15.", "Booking completed! Your contact number is 07349924614. The car type is a black ford. Can I help you with anything else?", "Wow that was fast thanks! No, that is all I needed. Hope you have a wonderful day.", "Thank you for contacting Cambridge TownInfo centre. 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I just need the area and address.", "It is located in the north. The address is 152 chesterton road.", "Thanks for all your help!", "Happy to help. 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[ "attraction", "hotel" ]

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It's called the El Shaddai guesthouse. It is on the cheap side and includes free parking and wifi. Can I interest you in it?", "Is El Shaddai in the centre of town?", "It sure is. Would you like me to reserve it for you?", "Yes can you reserve for two nights beginning May 18th?", "Absolutely. How many people do you need a booking for?", "I need to book for three people.", "With the greeting customer wanted to get information about theatre and hotel in the center of the city with free parking and free wii fii and not bothered about price." ], "frames": [ { "service": [ "attraction", "taxi", "train", "bus", "police", "hotel", "restaurant", "hospital" ], "state": [ { "active_intent": "find_attraction", "requested_slots": [], "slots_values": { "slots_values_name": [ "attraction-area", "attraction-type" ], "slots_values_list": [ [ "centre" ], [ "theatre" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], 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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'm so hungry! Can you find me a really great modern european restaurant? Money is no object!", "Darrys cookhouse and wine shop looks good, would you like to book there?", "I am a little tight on money, do you know the price range?", "It is the expensive price range.", "That's fine. I'd like to know if it's in the centre of town. If so, I need a table for Sunday.", "Yes, it's in the centre of town. What time would you like to book the table for on Sunday?", "Can you book a table for 1 at 11:00 on sunday?", "I have made those reservations your reference is XZOJ853X .", "Thank you so much! I'm also looking for parks to see. Can you help me with this?", "Yes I have several. Where would you like it to be?", "I am not particular but could I have an address for a popular one?", "Sure thing, the address is fen causeway", "You have been a great help. Thank you so much. Goodbye.", "Have a great day!" ], "frames": [ { "service": [ "restaurant", "taxi", "train", "bus", "police", "hotel", "attraction", "hospital" ], "state": [ { "active_intent": "find_restaurant", "requested_slots": [], "slots_values": { "slots_values_name": [ "restaurant-food" ], "slots_values_list": [ [ "modern european" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], 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[ "attraction", "train" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "Find me a train that leaves after 11:00 on Wednesday", "ok, and what is your destination?", "I'll be leaving cambridge with a destination of stevenage.", "The earliest train after that time is TR3844. It departs at 11:21 and arrives in Stevenage at 12:10. Would that work for you or would you like a later train?", "Yes please. I need the travel time.", "It is a 49 minute ride, it will cost 12.80 pounds. Would you like me to make reservations for you?", "Not right now, thanks. I would like to go to a museum while I'm in town, though.", "Were you looking for one in a particular area?", "No, any area is fine. Can you suggest one?", "The Broughton House Gallery is a free museum located in the centre. Would you like more information about it?", "I would like the address and phone number.", "Located at 98 king street. Number is 01223314960.", "Great thanks. That's all I need.", "Do you need me to look up info about another place or attraction? Anything?", "No, I think you've answered all my questions. Thank you!", "No problem! 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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 want to find a place to stay that is a guesthouse and has free parking.", "There are 21 guesthouses with free parking. Are you looking for a particular price range or location?", "I want at least 4 stars rating. Are any of them 4 starts?", "There are 16 that have a 4-star rating. Is there a particular price range you are looking for?", "No, just anywhere that has room for 5 people starting Sunday.", "I need to narrow the search. What area do you want to stay in? Do you prefer moderate or cheap?", "I prefer to stay in a moderate area.", "I have 9 guesthouse in the moderate range with free parking and 4 stars. The archway house is nice on the north side.", "Sounds good. Please book for 5 people and 3 nights starting from this sunday.", "Booking was unsuccessful. Want to try aylesbray lodge guest house?", "Yes let's try that one please.", "OK that is all set, thank you!" ], "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-type" ], "slots_values_list": [ [ "yes" ], [ "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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I don't think it matters which one.", "What dates would you like to book the room for?", "I need it for two nights starting on Saturday.", "Okay, how many people will be in your party?", "It would be for 7 people.", "I have booked you at the A and B Guest House at 124 tenison road. The reference number is 0J08KUGQ . Can I help you with anything else?", "No, that is all. 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" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I need some information on a train departing from peterborough.", "I can help you with that! What information are you looking for?", "I need a train to Cambridge that leaves after 4:15 PM.", "What day are you looking for the train?", "I want to leave on Friday.", "There's a train going from Peterborough, leaving at 16:48. Will that work?", "That may work. What is the train ID, travel time, and arrival time?", "Train ID is TR0992, it departs at 16:48 and arrives at 17:38.", "how long is the train ride?", "The train ride will last 50 minutes from 16:48 to 17:38.", "Great, thanks. Can you also help with finding a great restaurant to eat at. I want something in the centre of town and moderately priced if possible.", "great, i have 21 options for you!", "21 in the moderate price in the centre? Which one do you say is best?", "It would really depend on what kind of food you like. What is your favorite cuisine?", "I'm open to anything, Ill go with what you recommend and take a booking for three people at 20:00 on friday.", "I have reserved a table for you at Restaurant One Seven, it's a real popular locale. Your reference number is JNNU896Z .", "Thanks so much, that's all I needed help with today!", "you are welcome and thanks for using our services" ], "frames": [ { "service": [ "train", "taxi", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_train", "requested_slots": [], "slots_values": { "slots_values_name": [ "train-departure" ], "slots_values_list": [ [ "peterborough" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_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" ]

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Would you be interested in more information on that one?", "Yes could you give me the phone number for The Nirala?", "Their number is 01223 360966.", "Which part of town it is in ?", "it is located in the north part of town", "Thank you goodbye.", "Have a nice day." ], "frames": [ { "service": [ "restaurant", "taxi", "train", "bus", "police", "hotel", "attraction", "hospital" ], "state": [ { "active_intent": "find_restaurant", "requested_slots": [], "slots_values": { "slots_values_name": [ "restaurant-area", "restaurant-pricerange" ], "slots_values_list": [ [ "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", 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{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I am looking for information on a train that goes to Cambridge and arrives at 9:45", "There are a few that arrive at cambridge by 09:45 what day are you arriving and where are you departing from?", "I'm departing from London Liverpool Street and I want to leave on Tuesday.", "Okay great! I have one train that would get you to Cambridge on Tuesday by 09:07. Would you like me to book that for you?", "No I just need to know the departure time please.", "The departure time is 07:39 for that train. Can I help you with anything else?", "Yes, can you tell me some good places to go while I'm in town?", "There are lots of nice attractions in town. Do you have a preference for type or area?", "I think we'd like to see a museum - do you have any recommendations?", "There are 23 museums all around the city. If you don't have any area preferences, Cafe Jello Gallery on the west side is very nice, and they have no entrance fee.", "That sounds perfect. What is there address?", "Cafe Jello Gallery, 13 Magdalene Street, and there is no entrance fee. Is there anything else I can assist you with?", "Do you have their phone number?", "Their phone number is 01223312112. Is there anything else I can help with?", "No that will be all. 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[ "taxi" ]

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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": [ "Please find me some information about the mutliple sports in the centre", "We only have one multiple sports complex but it is in the east, are you interested in that, or do you want another search in the centre?", "No, I need to stay in the centre. Are there any parks there?", "Okay! You can try Cambridge University Botanic Gardens on Bateman Street. It is in the Centre part of town, and the admission fee is 4 Pounds.", "Great! What is their phone number?", "The phone number is 01223336265.", "I also need a train departing from cambridge to arrive by 21:15", "Ok. I can help with train info. Whata is your destination?", "The destination is peterborough.", "how about TR9859? it leaves at 05:06", "Sounds good, please book me for four people and can I get a reference number?", "Booking was successful, the total fee is 66 GBP payable at the station, your reference number is 2WXSC5I1 . Will that be all?", "That is all I need.", "Thank you for calling. Have a great day. 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[ "restaurant", "attraction" ]

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Unfortunately their phone number is not available.", "Thanks, I am also looking for somewhere to go in the centre area.", "Castle Galleries is a museum in the centre and it's free. Would you like the address or another option?", "Yes, I'd like the address please.", "Their address is unit su43, grande arcade, saint andrews street and their postcode is cb23bj.", "No that's all, thank you!", "You're welcome, have a great day." ], "frames": [ { "service": [ "restaurant", "taxi", "train", "bus", "police", "hotel", "attraction", "hospital" ], "state": [ { "active_intent": "find_restaurant", "requested_slots": [], "slots_values": { "slots_values_name": [ "restaurant-food", "restaurant-pricerange" ], "slots_values_list": [ [ "chinese" ], [ "expensive" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], 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"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": [ "name" ], "slot_value": [ "Ugly Duckling" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform" ], "act_slot_name": [ "name" ], "act_slot_value": [ "Ugly Duckling" ], "span_start": [ 4 ], "span_end": [ 17 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Request" ], "act_slots": [ { "slot_name": [ "address", "phone" ], "slot_value": [ "?", "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "address", "phone" ], "slot_value": [ "12 St. Johns Street City Centre", "not available" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "address", "phone" ], 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} }, { "dialog_act": { "act_type": [ "Attraction-Request" ], "act_slots": [ { "slot_name": [ "address" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Attraction-Inform" ], "act_slots": [ { "slot_name": [ "address", "address", "address", "postcode" ], "slot_value": [ "grande arcade", "saint andrews street", "unit su43", "cb23bj" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform", "Attraction-Inform" ], "act_slot_name": [ "address", "postcode" ], "act_slot_value": [ "unit su43, grande arcade, saint andrews street", "cb23bj" ], "span_start": [ 17, 86 ], "span_end": [ 63, 92 ] } }, { "dialog_act": { "act_type": [ "general-thank" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ 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[ "taxi" ]

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Thanks!", "You're more than welcome!" ], "frames": [ { "service": [ "taxi", "train", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_taxi", "requested_slots": [], "slots_values": { "slots_values_name": [ "taxi-arriveby", "taxi-destination" ], "slots_values_list": [ [ "13:45" ], [ "la margherita" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "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", "6", "7" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I'm looking for a restaurant in the west side that's in the moderate price range.", "I have three listings,one for british,indian,italian. Are any of those types of food you are looking for?", "Are any of them available for 8 people at 19:00 on Wednesday?", "There are two restaurants available the Indian restaurant Meghna and the Italian restaurant Prezzo 8 people at 19:00 on Wednesday. Which one do you prefer?", "The Italian restaurant Prezzo sounds good.", "Booking was successful, table will be reserved for 15 mins. Reference number is : GVOKLI1A . Anything else?", "nope thats it. thanks", "You're welcome. 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": [ [ "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", 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[ "attraction", "train" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "Hi can you help me to book a train from london liverpool street?", "I certainly can! I'll need to know your destination, day of travel, and what time you want to leave or arrive by, so I can find a suitable train, OK?", "I'll be traveling on Sunday. I'm going from London Liverpool Street to Cambridge.", "TR2357 leaves London Liverpool Street at 7:39 and arrives in Cambridge at 9:07. Would this work or do you need another time frame?", "How long is the travel time?", "The travel time will be 88 minutes. Would you like me to book it for you?", "No thank you. I need information on a attraction called scott polar museum.", "Scott Polar Museum is located in the centre area, and has no entrance fee. Do you need additional information?", "Entrance fee, attraction type, and phone number please.", "01223336540 It is a museum in the center. It is free to get in.", "Thank you that's all I need today.", "I'm glad I could be of assistance. 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[ "taxi" ]

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"copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] } ], "dialogue_acts": [ { "dialog_act": { "act_type": [ "Taxi-Inform" ], "act_slots": [ { "slot_name": [ "departure", "destination" ], "slot_value": [ "lensfield hotel", "peking restaurant" ] } ] }, "span_info": { "act_type": [ "Taxi-Inform", "Taxi-Inform" ], "act_slot_name": [ "departure", "destination" ], "act_slot_value": [ "lensfield hotel", "peking restaurant" ], "span_start": [ 56, 75 ], "span_end": [ 71, 92 ] } }, { "dialog_act": { "act_type": [ "Taxi-Request" ], "act_slots": [ { "slot_name": [ "leaveat" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Taxi-Inform" ], "act_slots": [ { "slot_name": [ "arriveby" ], "slot_value": [ "06:15" ] } ] }, "span_info": { "act_type": [ "Taxi-Inform" ], "act_slot_name": [ "arriveby" ], "act_slot_value": [ "06:15" ], "span_start": [ 39 ], "span_end": [ 44 ] } }, { "dialog_act": { "act_type": [ "Taxi-Inform" ], "act_slots": [ { "slot_name": [ "phone", "type" ], "slot_value": [ "07547694043", "red audi" ] } ] }, "span_info": { "act_type": [ "Taxi-Inform", "Taxi-Inform" ], "act_slot_name": [ "type", "phone" ], "act_slot_value": [ "red audi", "07547694043" ], "span_start": [ 37, 63 ], "span_end": [ 45, 74 ] } } ] }

[ "restaurant" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5" ], "speaker": [ 0, 1, 0, 1, 0, 1 ], "utterance": [ "Cheap restaurant in the north. address and phone number, please.", "There are two restaurants in the cheap category in that area. Would you prefer Italian or Indian?", "I would prefer Italian.", "da vinci pizzeria is located at 20 milton road chesterton and they can be reached at 01223 351707", "Thank you goodbye.", "Thank you for using Cambridge restaurant system. Good bye." ], "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" ], [ "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": [ [ "north" ], [ "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", 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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": [ "restaurant", "taxi", "train", "bus", "police", "hotel", "attraction", "hospital" ], "state": [ { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [ "restaurant-area", "restaurant-food", "restaurant-pricerange" ], "slots_values_list": [ [ "north" ], [ "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": [] } }, { 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"slot_value": [ "two", "cheap" ] }, { "slot_name": [ "food", "food" ], "slot_value": [ "Indian", "Italian" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Select", "Restaurant-Select" ], "act_slot_name": [ "choice", "pricerange", "food", "food" ], "act_slot_value": [ "two", "cheap", "Italian", "Indian" ], "span_start": [ 10, 33, 79, 90 ], "span_end": [ 13, 38, 86, 96 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "food" ], "slot_value": [ "italian" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform" ], "act_slot_name": [ "food" ], "act_slot_value": [ "italian" ], "span_start": [ 15 ], "span_end": [ 22 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "address", "name", "phone" ], "slot_value": [ "20 milton road chesterton", "da vinci pizzeria", "01223 351707" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "name", "address", "phone" ], "act_slot_value": [ "da vinci pizzeria", "20 milton road chesterton", "01223 351707" ], "span_start": [ 0, 32, 85 ], "span_end": [ 17, 57, 97 ] } }, { "dialog_act": { "act_type": [ "general-bye" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-bye", "general-welcome" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

[ "attraction", "train" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "Looking for a place to go to in the centre area, a type of college.", "Excellent! There are 13 places that might work. How about Downing College on Regent Street? It has free entrance.", "Sounds great! Can I have their postalcode and phone number please?", "No problem. Their postal code is cb21dq and their phone number is 01223334860. Is there anything else I can help you with?", "I like to find a train that goes to broxbourne.", "I can help you with that. Where will you be leaving from?", "I will be leaving from Cambridge and will need to arrive by 10:30", "I recommend TR2519 leaving at 09:01 and arriving at 10:01. Would you like me to book that train for you?", "Is that the schedule for Friday? That's when I need to travel. If so, please book 8 tickets for me?", "You are booked on train TR2519 for 8 on Friday. The total fee is 143.19 GBP payable at the station and your reference number is LDDIXALA .", "Thank you so much! Goodbye now!", "You're very welcome! Enjoy your travels! Thank you for contacting the Cambridge TownInfo centre." ], "frames": [ { "service": [ "attraction", "taxi", "train", "bus", "police", "hotel", "restaurant", "hospital" ], "state": [ { "active_intent": "find_attraction", "requested_slots": [], "slots_values": { "slots_values_name": [ "attraction-area", "attraction-type" ], "slots_values_list": [ [ "centre" ], [ "college" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [ "attraction" ], "state": [ { "active_intent": "", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [ "attraction-name" ], "value": [ "Downing College" ], "start": [ 58 ], "exclusive_end": [ 73 ], "copy_from": [ "" ], "copy_from_value": [ [] ] } ] }, { "service": [ "attraction", "taxi", "train", "bus", "police", "hotel", "restaurant", "hospital" ], "state": [ { "active_intent": "find_attraction", "requested_slots": [ "attraction-postcode", "attraction-phone" ], "slots_values": { "slots_values_name": [ "attraction-area", "attraction-name", "attraction-type" ], "slots_values_list": [ [ "centre" ], [ "downing college" ], [ "college" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], 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[ "hotel" ]

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

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17", "18", "19", "20", "21", "22", "23", "24", "25" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "Can you find me a guest house?", "Their is Acorn guest house in the north, they are located at 154 chesterton road and their number is 01223353888", "Ok is the Acorn guest house a 4 star moderate priced hotel with free parking", "Yes, it is a moderately priced 4 star guesthouse. They offer free parking and internet.", "I'd like to book it for 2 people for 2 nights starting Wednesday.", "I was able to book that, reference number is C0SOOPR7 .", "Great! I'd also like to find a restaurant in the same price range.", "There are many moderately priced restaurants available. Is there a particular type of food you would like?", "The restaurant would need to serve kosher food.", "I'm not finding anything in the price range and area that serves kosher food. Would you like to try a different price range?", "How about one that serves british food?", "I'm not finding any moderately priced British restaurants in the north, either. Would you like me to look for something else, or a different price range?", "Yes, can you look at five star restaurants offering either kosher or british food?", "I'm sorry I do not see any listing for the description you are looking for. Perhaps there is something else you would like to try?", "Ok, let's start over. I don't want to cause confusion. I am looking for a moderately priced restaurant in the centre of town that serves kosher food. Can we try that?", "I'm sorry, I don't have any matches for that, would you like to try another option?", "How about a restaurant that serves British food in the centre of town?", "I have 4 listings for british food in the centre of town.", "Okay, please pick one for me.", "Shall I book one? If so on what day?", "Wednesday, for 2 people. At 16:30.", "Among the four restaurants, I cannot book for 1630, is there another time you would like to aim for?", "How about 15:30? please send me the reference number once booked. I am also going to need a taxi that will get us to the restaurant by booking time.", "OK, you're booked at Cotto, refrence number UH4IHWMG . A red volkswagen should be coming to the Acorn to take you there, contact number 07499457879. Anything else I can help with?", "No, thanks. That does it for me. Take care. Goodbye.", "Please feel free to contact us again for further assistance. 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[ "hotel" ]

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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 train schedule information for Thursdays, please", "I can help with that. From where are you departing and to where are you going?", "departing from cambridge and arrive by 21:45", "There are 168 trains that day. Do you have a destination in mind so I can narrow it down?", "I need to go to stansted airport please", "I would recommend train TR7966 that leaves at 05:40", "That's fine. Please book one seat for me, please.", "Success. Your reference number is PMHZ3TJO .", "I am also looking for a hotel with free wifi, but it doesnt need to have free parking.", "Do you have a preferred area or price range?", "The area doesn't matter, but I would like it to be an expensive 4 star hotel.", "I have 2 options for you. The first is the Huntingdon Marriott Hotel in the west. The other is the University Arms Hotel in the centre. Do you have a preference?", "The Huntingdon Marriott Hotel sounds really nice. Could you book us a room there for 2 nights on Tuesday?", "How many people will be staying for the booking?", "Just one person please", "Unfortunately they are booked up for those nights. Would you like to try another night or the University Arms Hotel instead?", "Try booking the room for just one night, please.", "That worked. I have you booked on Tuesday for 1 night. Your reference number is 7IX0V6NU . Can I help you with anything else?", "Thank you but that's all.", "Let us know if you need anything else? 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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": [ "Hello, I need a train to Peterborough from Cambridge please", "Which day would you like to travel?", "I would like to travel on friday, and arrive by 14:45", "TR9859 would fit your needs shall i book it ?", "Actually, no need to book. But, can I get the travel time and the price of the ticket please?", "Of course. The travel time is 50 minutes. The price is 16.50 pounds. Would you like any other information?", "Yes, I'm also looking for places to go in town.", "Sure, I can help you with that. What kind of attraction were you looking for?", "I would like to find a museum in the centre of town.", "There are many. Would you like me to recommend one for you?", "Yes, please. What is your favorite museum? I'd like their address and postcode. You're a lifesaver!", "The Museum of Archaeology and Anthropology is excellent. They're at University of Cambridge, Downing Street in postcode cb23dz. Is there anything else I can help you with?", "Um... no, I think I should be good with that. Thanks.", "You're welcome. 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[ "museum", "centre" ], "span_start": [ 23, 37 ], "span_end": [ 29, 43 ] } }, { "dialog_act": { "act_type": [ "Attraction-Inform" ], "act_slots": [ { "slot_name": [ "choice" ], "slot_value": [ "many" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform" ], "act_slot_name": [ "choice" ], "act_slot_value": [ "many" ], "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-Recommend", "general-reqmore" ], "act_slots": [ { "slot_name": [ "address", "address", "name", "postcode" ], "slot_value": [ "Downing Street", "University of Cambridge", "The Museum of Archaeology and Anthropology", "cb23dz" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ 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[ "restaurant", "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "Could you help me find a place to stay? I need a place in town that offers free parking and free wifi.", "I am showing 25 entries, maybe we can narrow it down a bit. What price range and part of town are you looking for.", "Are any of them a guesthouse in the moderate price range?", "Yes! The Acorn Guest House is very popular. Would you like more information on that hotel?", "Could i get the postcode, please?", "The postcode for the acorn guest house is cb41da.", "I am also looking for a place to dine.", "Is there a specific type of food you would like to eat?", "Yes, I would like british food in the moderate price range please.", "I have found Restaurant One Seven within your range. Would you like for me to book it?", "Great! Can I have the address and phone number, please?", "The address is De Vere University Arms Regent Street City Centre and the phone number is 01223337766. Have a great night!" ], "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", "hotel-parking" ], "slots_values_list": [ [ "dontcare" ], [ "yes" ], [ "yes" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "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-parking", "hotel-pricerange", "hotel-type" ], "slots_values_list": [ [ "dontcare" ], [ "yes" ], [ "yes" ], [ "moderate" ], [ "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": [] } }, { 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"span_end": [ 25, 46 ] } }, { "dialog_act": { "act_type": [ "Booking-Inform", "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "name" ], "slot_value": [ "Restaurant One Seven" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform" ], "act_slot_name": [ "name" ], "act_slot_value": [ "Restaurant One Seven" ], "span_start": [ 13 ], "span_end": [ 33 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Request" ], "act_slots": [ { "slot_name": [ "address", "phone" ], "slot_value": [ "?", "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform", "general-bye" ], "act_slots": [ { "slot_name": [ "address", "phone" ], "slot_value": [ "De Vere University Arms Regent Street City Centre", "01223337766" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "address", "phone" ], "act_slot_value": [ "De Vere University Arms Regent Street City Centre", "01223337766" ], "span_start": [ 15, 89 ], "span_end": [ 64, 100 ] } } ] }

[ "taxi", "attraction", "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17", "18", "19", "20", "21", "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 will be traveling soon and am excited about seeing some attractions. I am looking for a place to stay when I get there.", "I can certainly help with that! Can you tell me a little more about what you're looking for?", "Thank you! I would like to stay in the North part of town, please.", "There are many places to choose from. Do you have a certain price range you want to stay in? How about free wifi and parking?", "I definitely need free wifi, and I'd like a 4 star place.", "The archway house is in the north and 4 stars", "That sounds great! What's their address and phone? And is that a hotel or a guesthouse?", "archway house is a guesthouse. The address is 52 gilbert road and the phone number is 01223575314. Is there anything else I can help you with?", "Thanks. Yes, I am also looking for places to go when I get there. Are there any cinemas in the same area as Archway House?", "What price range are you looking for?", "I am looking for a cinema, are there any in the area?", "I have 2 cinemas. One is in the south. The other is in the centre of town. Which do you prefer?", "I need a cinema in the north.", "Unfortunately there are no cinemas in the north part of town. Would you like me to see if we have a few located in a different area?", "What about a pool in the north?", "There are 2 pools in the north, jesus green outdoor pool and kings hedges learner pool. Would you like more information on one of them?", "Can I have the phone number and postcode for Kings Hedges?", "01223353248 and cb42xh respectively", "Thank you, I also need a taxi to communte between the two places. I'll need to leave the kings hedges learner pool by 3:45.", "look out for a blue ford. the contact is 07584361462", "Okay, great. Thank you for your help!", "No problem, is there anything else I can help with?", "No that's all thank you for the help!", "Glad, I could help you plan your experience in cambridge, enjoy your day." ], "frames": [ { "service": [ "taxi", "train", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_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" ]

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Thank You.", "Your welcome. 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"act_type": [ "Booking-Inform", "Hotel-Inform" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "area", "internet", "name", "parking", "stars" ], "slot_value": [ "centre of town", "yes", "the Alexander Bed and Breakfast", "yes", "4" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform", "Hotel-Inform", "Hotel-Inform" ], "act_slot_name": [ "name", "area", "stars" ], "act_slot_value": [ "the Alexander Bed and Breakfast", "centre of town", "4" ], "span_start": [ 9, 48, 70 ], "span_end": [ 40, 62, 71 ] } }, { "dialog_act": { "act_type": [ "Hotel-Inform" ], "act_slots": [ { "slot_name": [ "bookday", "bookpeople", "bookstay", "stars" ], "slot_value": [ "tuesday", "8", "4", "4" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform", "Hotel-Inform", "Hotel-Inform" ], "act_slot_name": [ "bookpeople", "bookstay", "bookday" ], "act_slot_value": [ "8", "4", "tuesday" ], "span_start": [ 33, 46, 69 ], "span_end": [ 34, 47, 76 ] } }, { "dialog_act": { "act_type": 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[ "train" ]

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Thank you.", "Have a great day!" ], "frames": [ { "service": [ "train", "taxi", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_train", "requested_slots": [], "slots_values": { "slots_values_name": [ "train-arriveby", "train-day" ], "slots_values_list": [ [ "9:30", "09:30" ], [ "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", 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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": [], "state": [], "slots": [] } ], "dialogue_acts": [ { "dialog_act": { "act_type": [ "Train-Inform" ], "act_slots": [ { "slot_name": [ "arriveby", "day" ], "slot_value": [ "9:30", "wednesday" ] } ] }, "span_info": { "act_type": [ "Train-Inform", "Train-Inform" ], "act_slot_name": [ "day", "arriveby" ], "act_slot_value": [ "wednesday", "9:30" ], "span_start": [ 36, 61 ], "span_end": [ 45, 65 ] } }, { "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": [ "kings lynn" ] } ] }, "span_info": { "act_type": [ "Train-Inform" ], "act_slot_name": [ "departure" ], "act_slot_value": [ "kings lynn" ], "span_start": [ 25 ], "span_end": [ 35 ] } }, { "dialog_act": { "act_type": [ "Train-Inform" ], "act_slots": [ { "slot_name": [ "arriveby", "departure", "destination", "leaveat", "trainid" ], "slot_value": [ "8:58", "Kings Lynn", "Cambridge", "8:11", "TR4638" ] } ] }, "span_info": { "act_type": [ "Train-Inform", "Train-Inform", "Train-Inform", "Train-Inform", "Train-Inform" ], "act_slot_name": [ "trainid", "departure", "destination", "leaveat", "arriveby" ], "act_slot_value": [ "TR4638", "Kings Lynn", "Cambridge", "8:11", "8:58" ], "span_start": [ 13, 25, 39, 62, 83 ], "span_end": [ 19, 35, 48, 66, 87 ] } }, { "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": [ 25 ], "span_end": [ 28 ] } }, { "dialog_act": { "act_type": [ "Train-OfferBooked" ], "act_slots": [ { "slot_name": [ "price", "ref" ], "slot_value": [ "58.8 GBP", "WGS360AQ" ] } ] }, "span_info": { "act_type": [ "Train-OfferBooked", "Train-OfferBooked" ], "act_slot_name": [ "price", "ref" ], "act_slot_value": [ "58.8 GBP", "WGS360AQ" ], "span_start": [ 41, 101 ], "span_end": [ 49, 109 ] } }, { "dialog_act": { "act_type": [ "general-thank" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-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" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I am traveling to Cambridge and looking forward to try local restaurants.", "sure, what can i help you find?", "I'm looking for a place to eat in the centere of town in the expensive price range serving hungarian food.", "There are no hungarian restaurant located in the centre of town. How about another food type?", "Sure, let's try British food, please?", "Yes, there are 3. I recommend midsummer house restaurant.", "That sounds great! Could you book a table there for Wednesday? There will be 7 of us, and we'd like to eat at 16:00.", "I certainly can. Just let me call them and confirm the reservation. Can you hold please?", "ok and get me the reference number please", "Reference number is : TFUP32PH . Is there anything else?", "I also need a train to Leicester.", "Would you be leaving from Cambridge?", "Yes, on Thursday.", "What time would you like to leave?", "I prefer to depart after 16:45. Just choose the first train you see listed and book tickets for 7 people. Then give me the reference number.", "IKCBZMLX Is you confirmation number, have you booked for seven tickets.", "Thank you for all of your help.", "You're welcome. Do you need additional help with a taxi or attractions?", "No that is everything I needed. 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[ "taxi" ]

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Is there anything else I can help you with?", "No I am actually all set now thanks though", "Thank you for choosing our service, goodbye." ], "frames": [ { "service": [ "taxi", "train", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_taxi", "requested_slots": [], "slots_values": { "slots_values_name": [ "taxi-destination" ], "slots_values_list": [ [ "cambridge punter" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_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", "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 want to find a German restaurant please that's in the cheap price range.", "Unfortunately, there are no German restaurants in the price range you requested. Would you like a different restaurant?", "Perhaps there is one that serves Indian food. Indian food is also good.", "Can I recommend Kohinoor? They serve budget friendly Indian food in the centre of town.", "The Kohinoor sounds good. Could you book a table for 2 for me?", "I'd be happy to reserve your table. What time would you like to dine?", "It's for around 12:45 on Wednesday. And that was for 2 people please. Can I get the reference number then too please?", "I was able to book a table for you at 12:45. The reference number is 0CUR7IQX .", "I'm also looking for a train that leaves after 15:15 that arrives at Birmingham New Street.", "Please book trainid TR8952 leaving cambridge at 16:01.", "Thanks, could you book 2 tickets and let me know the reference number please?", "Booked! Reference number is FGBPBWP1 . Total fee is 150.19 GBP, paid at the station. Anything else?", "That's everything. Thank you very much!", "You are very welcome. 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[ "attraction", "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "Hello, I would like information on Milton County Park.", "Milton county park is in the north side area and their phone number is 01223420060. Their address is Milton county park, Milton and postcode is cb46az with free entrance fee.", "Yes thank you! That is all I needed.", "I am glad I could be of assistance. Have a good day!", "Sorry, also, I need information on the Alexander Bed and Breakfast.", "Sure it is a guesthouse in the centre, it is priced cheap with 4 stars, it has internet and free parking.", "Perfect. I was curious about how many stars they had. Thanks so much for the information.", "Would you like me to book you into alexander bed and breakfast? I will need the details of your stay.", "Maybe. How many stars is the hotel rated?", "It's rated 4 stars. Is there any other information you'd like about the Alexander Bed and Breakfast to make your decision?", "No I need some time to consider my choices. Thank you for your help today. That is all the information I need.", "Okay. If you need any help with reservations, please give me a call back.", "Thank you for your help. I will.", "Thank you for contacting Cambridge TownInfo centre. 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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": [ "A train depart from Cambridge and arrive by 19:00", "What is your destination? And what day are you hoping to travel?", "I need to leave on Thursday and am heading to Bishops Stortford.", "There are 5 trains available what time would you like to leave by?", "I'd like to leave before 14:00", "Okay, TR0927 leaves at 13:29 and arrives at 14:07. Shall I book you a seat?", "No, I'll look it up later and do it myself. But could you tell me if there are any 4 star places to stay in the city centre?", "There are two, a cheap guest house, and an expensive hotel. Any preference?", "Which ever one has free parking and wifi.", "They both have free parking and wifi. How about the alexander bed and breakfast? It's on the cheaper side, 4 stars, and really quite lovely.", "Sounds great. Can you please book that for me for Tuesday for 2 people, 2 nights please?", "I was able to successfully book you, your reference number is D53TP7EU ., can I assist with anything else?", "Nope, that's all I need today. Thanks!", "You're welcome. 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"span_end": [ 27, 63 ] } }, { "dialog_act": { "act_type": [ "Train-Inform", "Train-Request" ], "act_slots": [ { "slot_name": [ "choice" ], "slot_value": [ "5" ] }, { "slot_name": [ "leaveat" ], "slot_value": [ "?" ] } ] }, "span_info": { "act_type": [ "Train-Inform" ], "act_slot_name": [ "choice" ], "act_slot_value": [ "5" ], "span_start": [ 10 ], "span_end": [ 11 ] } }, { "dialog_act": { "act_type": [ "Train-Inform" ], "act_slots": [ { "slot_name": [ "leaveat" ], "slot_value": [ "14:00" ] } ] }, "span_info": { "act_type": [ "Train-Inform" ], "act_slot_name": [ "leaveat" ], "act_slot_value": [ "14:00" ], "span_start": [ 25 ], "span_end": [ 30 ] } }, { "dialog_act": { "act_type": [ "Train-Inform", "Train-OfferBook" ], "act_slots": [ { "slot_name": [ "arriveby", "leaveat", "trainid" ], "slot_value": [ "14:07", "13:29", "TR0927" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Train-Inform", "Train-Inform", "Train-Inform" ], "act_slot_name": [ 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"dialog_act": { "act_type": [ "Hotel-Inform" ], "act_slots": [ { "slot_name": [ "bookday", "bookpeople", "bookstay" ], "slot_value": [ "tuesday", "2", "2" ] } ] }, "span_info": { "act_type": [ "Hotel-Inform", "Hotel-Inform", "Hotel-Inform" ], "act_slot_name": [ "bookday", "bookstay", "bookpeople" ], "act_slot_value": [ "tuesday", "2", "2" ], "span_start": [ 50, 62, 72 ], "span_end": [ 57, 63, 73 ] } }, { "dialog_act": { "act_type": [ "Booking-Book", "general-reqmore" ], "act_slots": [ { "slot_name": [ "ref" ], "slot_value": [ "D53TP7EU" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Booking-Book" ], "act_slot_name": [ "ref" ], "act_slot_value": [ "D53TP7EU" ], "span_start": [ 62 ], "span_end": [ 70 ] } }, { "dialog_act": { "act_type": [ "general-thank" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-bye", "general-welcome" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

[ "train" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I am looking for a train.", "I'd be happy to help you with that. Can you tell me your departure location and where you are headed to?", "I am looking to go to london kings cross and depart from cambridge.", "There are 70 trains making that trip, do you have a day or time?", "I'll be leaving on friday after 12:45.", "The TR3685 leaves just 15 minutes later, at 13:00.", "That sounds great. I'll get back to you when I decide on the booking. Have a nice day. Bye.", "You're welcome! Have a great day. Goodbye." ], "frames": [ { "service": [ "taxi", "train", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "find_train", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { 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[ "attraction" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5" ], "speaker": [ 0, 1, 0, 1, 0, 1 ], "utterance": [ "I need information on the fitzwilliam museum", "Ok, I can help you with that. What kind of information do you need?", "Can I get the phone number, address, and area it is located in?", "Of course, the Fitzwilliam Museum is located in the centre area of town, at Trumpington street, and can be reached at the phone number: 01223332900. Do you need anything else?", "No, thank you, that is all I need.", "OK, have a nice day. Good bye." ], "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": [ [ "fitzwilliam museum" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { 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"area", "phone" ], "slot_value": [ "?", "?", "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Attraction-Inform", "general-reqmore" ], "act_slots": [ { "slot_name": [ "address", "area", "name", "phone" ], "slot_value": [ "Trumpington stree", "centre area of town", "Fitzwilliam Museum", "01223332900" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Attraction-Inform", "Attraction-Inform", "Attraction-Inform", "Attraction-Inform" ], "act_slot_name": [ "name", "area", "address", "phone" ], "act_slot_value": [ "Fitzwilliam Museum", "centre area of town", "Trumpington stree", "01223332900" ], "span_start": [ 15, 52, 76, 136 ], "span_end": [ 33, 71, 93, 147 ] } }, { "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" ]

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Please call again." ], "frames": [ { "service": [ "restaurant", "taxi", "train", "bus", "police", "hotel", "attraction", "hospital" ], "state": [ { "active_intent": "find_restaurant", "requested_slots": [], "slots_values": { "slots_values_name": [ "restaurant-area", "restaurant-pricerange" ], "slots_values_list": [ [ "west" ], [ "expensive" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", 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[ "restaurant", "taxi", "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": [ "Can you help me find a place to stay? I'm looking for somewhere in the west.", "I can help with that. Would you like a hotel or a guesthouse?", "That doesn't really matter, but I do need it to include free wifi.", "There are four possibilities. Do you have a price range in mind?", "We would like it to be in the expensive price range.", "The huntingdon marriott hotel fits your criteria, would you like me to book you a room?", "Yes, sounds get. I need to get a room for just myself for 5 nights starting monday", "I have booked a room for five nights beginning Monday for a party of 1. Your reference number is IXEZZNYL . Can I help you find anything else in the city?", "Yes please, can you help me find a restaurant that serves British food in the same area as my hotel?", "Would you prefer moderate or expensive prices?", "It doesn't matter. You can just recommend the one you think is best as long as it is british and in the same area as my hotel", "Booking was successful. Reference number is : IXEZZNYL .", "Uhh Yes, the name of the place please? After that I need a taxi from the hotel to the restaurant to arrive at the mysterious unnamed restaurant.", "The name is Saint Johns Chop House. What time would you like a taxi for?", "I would like it to arrive by my booked time at the restaurant which is 14:15.", "Your booking is complete. A blue Lexus has been assigned to pick you up. 07848295370 is the contact number. Anything else I can do?", "No that is everything I needed. Thank you.", "You are quite welcome! 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[], "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" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "Please find a park in the north.", "Sure, there is Milton Country Park in the north. What would you like to know about it?", "Could I get the postcode, address and entrance fee for that location, please?", "The address is milton country park, milton, the postcode is cb46az and it is totally free to enter. Can I assist you further today?", "Thanks. I also need an expensive restaurant. Do you know of any Asian Oriental places?", "We have two such places in the center and North of town. Do you have a preference?", "I'd like the one in the north, please?", "okay, would you like me to book that for you", "no, just their phone number and address please", "Kymmoy's phone number is 01223311911 and the address is 52 Mill Road City Centre.", "Now I would like to book a taxi to commute between those two locations.", "Sure, I can help you with that. When would you like to leave the park?", "I'd like to leave at 21:30. I'll need the contact number and car type, please?", "Your Booking is complete the car type is a blue volkswagen and Contact number is 07433449642. May i assist you with something else?" ], "frames": [ { "service": [ "attraction", "taxi", "train", "bus", "police", "hotel", "restaurant", "hospital" ], "state": [ { "active_intent": "find_attraction", "requested_slots": [], "slots_values": { "slots_values_name": [ "attraction-area", "attraction-type" ], "slots_values_list": [ [ "north" ], [ "park" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": 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[ "restaurant", "train" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "We would like to eat some Japanese food while we are visiting.", "There is one Japanese Restaurant in town. Wagamama at 36 Saint Andrews Street in the centre. Would you like to make a reservation?", "If the price range is moderate then yes but if it is expensive I would like to look instead for Chinese restaurants.", "It looks like the Japanese place is expensive. The jinling noodle bar is a moderately price chinese place. Would like me to book a table there?", "I'm not ready for a reservation, but it would be helpful if you could give me the area, postcode, and phone number for Jinling Noodle Bar.", "It is located in the centre area at 11 Peas Hill City Centre. The phone number is 01223566188", "Can I get their postcode please?", "Yes, postcode cb23pp. Can I be of further assistance today?", "I could use some help finding a train to get me to Leicester on Monday.", "Do you have a time you want to leave or arrive by?", "I want it to arrive by 18:00", "TR5465 arrives at 17:06. can i book that one?", "Just to confirm TR5465 departs Cambridge and arrives in Leicester at 17:06? What time does the train depart?", "Train TR5465 departs at 15:21. Is there anything else you need to know?", "thats all for today. thanks alot for helping", "Thanks for contacting us, have a great day!" ], "frames": [ { "service": [ "restaurant", "taxi", "train", "bus", "police", "hotel", "attraction", "hospital" ], "state": [ { "active_intent": "find_restaurant", "requested_slots": [], "slots_values": { "slots_values_name": [ "restaurant-food" ], "slots_values_list": [ [ "japanese" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { 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[ "hotel" ]

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Please feel free to call on us again if we can be of help planning your trip to Cambridge." ], "frames": [ { "service": [ "taxi", "train", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "find_train", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", 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[ "restaurant" ]

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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'm looking for asian oriental food in expensive range.", "There is Saigon City in the north and Kymmoy in the centre. Do either of those interest you?", "Yes. Could you provide the address and phone number for Kymmoy?", "Kymmoy is located at 52 Mill Road City Centre and their phone number is 01223311911. Would you like to book a table?", "Yes can you please and send me the reference number?", "Yes, I will send the reference number.", "I also need a train leaving Peterborough on Wednesday.", "Is there any specific time you would like to leave?", "yes, I would like to leave after 10:30.", "Train TR4535 leaves at 10: 48 and arrives at 11:38. should I book that?", "Can you give me the travel time on that?", "The travel time is 50 minutes. Can i help with anything else?", "That is all I needed today.", "Perfect. Glad to have been of service. 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": [ "Can you help me find a train leaving Norwich after 13:30? Thanks.", "I sure can. What day do you plan to travel?", "Yes, I am traveling on Wednesday.", "The TR1892 will get you there by 15:35, just one ticket then?", "I need reservations for 7 people and I need the reference number.", "I was able to get the tickets the fee is 123.20 gbp payable at the station and the reference number is BIBJ2DS0 . Do you need anymore help today?", "Thank you! I am also looking for places to go in the Centre part of town. Can you help me with that, please?", "Sure thing, I would suggest the old schools.", "What are the old schools? Do you mean colleges?", "No, old schools is a tourist attraction in the centre. It's located on trinity lane and there's no charge to check it out.", "What is the phone number please?", "The phone number is 01223332320.", "I guess I'll go call them. Thanks a lot. 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[ "train", "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "Can you please find me a train that leaves to bishops shortford? Can it also arrive before 10:45 too? Thankyou for your time.", "I have the TR2061 that arrives at 06:07. Will that work?", "Does it leave on Sunday?", "No, that one leaves on Friday. TR9219 leaves Sunday at 5:29 and arrives in Cambridge by 6:07. Would you like to book a seat?", "Yes please book a seat and send me a reference number.", "I have booked you a seat and the reference number is : 6IJ7W2BN .", "Thanks so much. Can you also find me a place to stay?", "Definitely - we have 33 great places to stay in town. If you can give me some specific requirements, I can narrow it down to the perfect place for you.", "I would like a 4 star moderately priced guesthouse in the north.", "I'd recommend the acorn guest house. It has free wifi and parking. Would you like to book a room?", "No that's ok. Can I just get the phone number and postcode?", "01223353888 is the number, the post code is cb41da. Can I help with anything else today?", "That will be all for today thanks !", "Awesome. Thank you for using the Cambridge TownInfo centre. 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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": [ "Are there any trains arriving by 15:15 on Thursday?", "I can help you with that. What day are you wanting to travel, and where is the destination?", "I need to go to Broxbourne, I'll be leaving Cambridge.", "Okay what day would you like to travel?", "I said Thursday.", "The TR0071 arrives at 14:01. Would you like to book tickets?", "Yes please book for 8 people. I need the reference number. Also, I want information on a restaurant called Bangkok City.", "Your train is booked, ref #46PQOV6Y . Now, what would you like to know about Bangkok City?", "yes how did you know? lol. Can I have their phone number please", "Their number is 01223354382. Is there anything else I can help you with?", "That is all thank you goodbye", "You're welcome. 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" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "He, I am looking forward to trying some local restaurants in Cambridge. Can you tell me about some train schedules?", "I can help you with both of those things. Let's start with what type of food or what part of town you would like to eat.", "Can you help me find a cheap restaurant in the north with indian food?", "Yes I have one restaurant matching your criteria called Royal Spice. Would you like their telephone number?", "No thanks, I need a train from cambridge to stevenage in Tuesday. I want to arrive before 21:00", "Ok, TR6692 leaves Cambridge at 19:21 and arrives in Stevenage at 20:10. Will this work for you?", "Could I get the price of that train please?", "That ticket will be 12.80 pounds.", "Thanks. Now I think you could help me with an expensive Italian restaurant perhaps?", "How about cafe uno in the centre?", "Sounds good. Can you book a reservation for Tuesday at 22:00?", "How many people will be dining at cafe uno?", "I need the reservation for three.", "Unfortunately I am unable to book at 22:00 at Caffe Uno, do you have another time?", "Um I meant 14:45, my mind wandered, who wants dinner two hours before midnight, lol. Same booking but 14:45 please.", "Booking was successful. The table will be reserved for 15 minutes. Reference number is : MRKAMZJM . 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[ "restaurant" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I am looking for a restaurant in the expensive price range. It should serve Sri Lankan food.", "I'm sorry but I have nothing listed. Is there another type of food you might be interested in?", "I was really hoping for Sri Lankan.", "I'm afraid there aren't any Sri Lankan restaurants in town at all. Is there something else I can search for you?", "How about gastropub?", "I found three located in the centre and one on the east. Which would you prefer?", "Are they all listed as expensive?", "Yes, they are all expensive. backstreet bistro is in the centre area, and royal standard is in the east. Would you like me to make a reservation at either of these?", "Could you please give me the phone number for the Royal Standard?", "Sure, it's 01223247877.", "Okay, thanks. That will do it for today.", "You are most welcome. Thank you for calling Cambridge TownInfo Centre. 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{ "turn_id": [ "0", "1", "2", "3", "4", "5" ], "speaker": [ 0, 1, 0, 1, 0, 1 ], "utterance": [ "Can you point me to the nearest police station?", "Please call the Parkside police station at 01223358966. They will be able to assist you.", "Thank you for your help.", "Is there anything else I can help you with today?", "Thanks, that's all. Good bye.", "Great! 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[ { "dialog_act": { "act_type": [ "Police-Inform" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Police-Inform" ], "act_slots": [ { "slot_name": [ "name", "phone" ], "slot_value": [ "Parkside Police", "01223358966" ] } ] }, "span_info": { "act_type": [ "Police-Inform", "Police-Inform" ], "act_slot_name": [ "name", "phone" ], "act_slot_value": [ "Parkside Police", "01223358966" ], "span_start": [ 16, 43 ], "span_end": [ 31, 54 ] } }, { "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-bye" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-bye" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

[ "restaurant" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I am looking for a restaurant in the south part of town that serves Jamaican food.", "I'm sorry but i cannot find any Jamaican restaurant located in the south .", "Are there ant Jamaican restaurants in any part of town?", "Unfortunately there are not. Would you be interested in a different cuisine?", "How about Portuguese food instead?", "Nandos is located on the south side at Cambridge Leisure Park Clifton Way and the phone number is 01223 327908.", "Awesome, thank you!", "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": [ [ "south" ], [ "jamaican" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "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": [ "Jamaican" ], "start": [ 68 ], "exclusive_end": [ 76 ], "copy_from": [ "" ], "copy_from_value": [ [] ] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] }, { "service": [ "restaurant", "taxi", "train", "bus", "police", "hotel", "attraction", "hospital" ], "state": [ { "active_intent": "find_restaurant", "requested_slots": [], "slots_values": { "slots_values_name": [ "restaurant-area", "restaurant-food" ], "slots_values_list": [ [ "dontcare" ], [ "jamaican" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] } ] }, { "service": [], "state": [], "slots": [] }, { "service": [ "restaurant", "taxi", "train", "bus", "police", "hotel", "attraction", "hospital" ], "state": [ { "active_intent": "find_restaurant", "requested_slots": [], "slots_values": { "slots_values_name": [ "restaurant-area", "restaurant-food" ], "slots_values_list": [ [ "dontcare" ], [ "portuguese" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [ "restaurant-food" ], "value": [ "Portuguese" ], "start": [ 10 ], "exclusive_end": [ 20 ], "copy_from": [ "" ], "copy_from_value": [ [] ] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": 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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": [] }, { "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", "food" ], "slot_value": [ "south", "jamaican" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "area", "food" ], "act_slot_value": [ "south", "jamaican" ], "span_start": [ 37, 68 ], "span_end": [ 42, 76 ] } }, { "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": [ "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": [ 38 ], "span_end": [ 42 ] } }, { "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": [ "portuguese" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform" ], "act_slot_name": [ "food" ], "act_slot_value": [ "portuguese" ], "span_start": [ 10 ], "span_end": [ 20 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform" ], "act_slots": [ { "slot_name": [ "address", "area", "name", "phone" ], "slot_value": [ "Cambridge Leisure Park Clifton Way", "south side", "Nandos", "01223 327908" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "name", "area", "address", "phone" ], "act_slot_value": [ "Nandos", "south side", "Cambridge Leisure Park Clifton Way", "01223 327908" ], "span_start": [ 0, 25, 39, 98 ], "span_end": [ 6, 35, 73, 110 ] } }, { "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", "6", "7" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I want a cheap restaurant in the west part of town. what is the address and phone number?", "I have found two that may work. first, la margherita is at 15 Magdalene Street City Centre, phone is 01223 315232. second one serves vietnamese at 17 Magdalene Street City Centre, number is 01223 362456", "Is there anything else, if so give me their address and phone number.", "Those are the only listings in the west part of town. Would you like to change your location or price range?", "No thank you.", "Is there anything else I can help you with?", "No, that's fine. Thank you!", "Thank you very much for using the Cambridge Restaurant system." ], "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": [ [ "west" ], [ "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": [ "restaurant-phone", "restaurant-address" ], "slots_values": { "slots_values_name": [ "restaurant-area", "restaurant-pricerange" ], "slots_values_list": [ [ "west" ], [ "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": [], 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[ "train", "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "Any trains leaving after 18:00?", "There are lots of trains that leave after 18:00. Where would you like to travel?", "I would like to travel to the Stansted Airport and leave from Cambridge.", "Great! That narrows it down a lot. What day will you be leaving?", "We will be leaving on Tuesday. Please book four seats on the train and provide the reference number. Thank you!", "OK, you have 4 tickets reserved on TR9495, leaving Cambridge at 18:40 on Tuesday. The total fee at the station will be 40.4GBP, and your reference number is 4LL98NYC .", "I also need a moderate priced guesthouse.", "Sure. I can assist you with that request. How many nights will you be staying?", "i only need the details. is it a 3 star?", "alpha-milton guest house is the only 3 star hotel fitting your description.", "Can I have the address, phone number and the area its in please.", "It is in the north, address is 63 Milton Road and the phone number 01223311625. Is there anything else I can assist you with?", "That is everything for today, thank you.", "Thank you for calling. Please call if you need anything else. 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[ "restaurant", "train" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "Please list all restaurants in Cambridge centre in the moderate price range.", "There are 21 restaurants matching your criteria. Is there a type of cuisine that interests you?", "Possibly Italian if that's available for 3 people on Thursday at 13:30.", "There are 2 choices, pizza express serves Italian food with a moderate price range, or pizza express Fen Ditton also in the moderate price range. Which shall I reserve?", "Let's go with Pizza Express, can you book for 3 at 13:30 on thursday please.", "Ok. I was able to book the table for three. Your reference number is 0FOAJA8A .", "I need to catch a train to get to the restaurant. Can you help with that too?", "You'll have to tell me where you are departing from?", "I'm travelling from norwich.", "Okay thank you. What time would you like to leave?", "I need to arrive by 8:00.", "which day do you want to travel?", "I want to get there thursday please.", "TR4387 arrives at 07:35, would that work for you?", "Yeah could I get three tickets please?", "Booking was successful, the total fee is 52.8 GBP payable at the station .Reference number is : 5K7P12XZ .", "Thank you so much, If you can please leave a review for us. 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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": [ "Hello. Could you find a train leaving on Wednesday for me? I need it to arrive by 19:00.", "Certainly. Where are you going, and where would you like to depart from?", "I will be leaving Cambridge to go to Bishops Stortford.", "TR0449 is going to arrive by 18:07 would that work for you?", "Sounds good. Could you find me a cheap eatery near there when we arrive?", "Sure I'd be happy to find a restaurant. Are you looking for one in the centre area?", "Maybe later. What time does my train leave and how much is the ticket?", "It leaves at 17:29 and the cost of the ticket is 10.10 pounds.", "How long is the travel time going to be?", "It will be a 38 minute train ride", "That will be all. Thank you.", "Alright. Enjoy your stay in Cambridge!", "Thanks! Have a great day!", "You're welcome. 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[ "attraction", "train" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I am looking for something to do in Cambridge, can you help me find something?", "I have a lot to do there, any specific types of attractions you would prefer?", "I would like to go to a nightclub.", "There are 6 night clubs in the city centre. I would recommend club salsa which is located at 1 station road.", "May I have the phone and please tell me how much it costs to get in.", "Yes, the entrance fee is 5 pounds, and they can be reached by phone at 07782218745, is there anything else that I can assist with?", "I also need a train that departs from Broxbourne and arrives by 21:00 on Saturday at Cambridge.", "TR4967 arrives by 20:32 , would you like me to book you passage?", "What time does the train depart from Broxbourne, and how long is the travel time? Also, do you know how much it would be?", "The train departs from Broxbourne at 19:32 and travels for 60 minutes. The total would be 14.32 pounds.", "Thank you for the information.", "Is there anything else I can help you with?", "That is all for today. Thank you.", "Okay. 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}, "span_info": { "act_type": [ "Train-Inform", "Train-Inform", "Train-Inform", "Train-Inform" ], "act_slot_name": [ "departure", "leaveat", "duration", "price" ], "act_slot_value": [ "Broxbourne", "19:32", "60 minutes", "14.32 pounds" ], "span_start": [ 23, 37, 59, 90 ], "span_end": [ 33, 42, 69, 102 ] } }, { "dialog_act": { "act_type": [ "general-thank" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-reqmore" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-thank" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-bye", "general-welcome" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

[ "taxi", "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 some moderately priced rooms for the night in the centre of town. Where can I go for that?", "Cityrooms is the one moderately priced hotel in the area. It has free wifi but no free parking. Would you like me to book you?", "No thank you, I'm just looking for now. That's everything I needed.", "Very good. If we can be of more assistance please let us know. have a good day!", "Is Cityrooms 4 stars? I'm sorry I forgot to specify, but I do require it.", "It isn't, and unfortunately I don't have a hotel that matches that criteria.", "Okay, how about one in the cheap price range?", "I have the alexander bed and breakfast or el shaddai. Which would you prefer?", "Alexander Bed and breakfast, can I get the address and hotel type please?", "alexander bed and breakfast is a guesthouse. The address is 56 saint barnabas road. Is there anything else I can help you with?", "i am also looking for scudamores punting co, what attraction type is it?", "It's a boat attraction in the centre area. Do you want their phone number?", "No, I just need a taxi to get between the two places.", "Sure. What time would you like to leave and from which destination?", "I'd like to leave the hotel by 11:45 please.", "Your car is a black tesla contact number 07908996217 Will that be all?", "Excellent. That's all i needed.", "I hope you enjoy your visit to Cambridge! 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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 leaving Cambridge and am looking for a train that should leave on Monday.", "Where would you like to arrive? I have some arriving at london kings cross on monday. There are other arrival places also available.", "I need to depart for Birmingham New Street after 20:15. Thank you so much for your help, you're doing a wonderful job!", "Okay there are several trains that leave after that time to the destination you listed. Would you like a reference number to one of them?", "Yes I would like to book for 4 people and I need the reference number.", "Would the TR2392 that arrives in birmingham new street by 23:44 be okay for booking?", "That would be great thank you. I am also looking for halal food located in the Centre. Can you help me find one?", "There are no restaurants matching your requirements in that area.", "Can you give me alternate expensive restaurants in the Centre?", "There are several. Do you have any food preferences?", "Yes, please tell me about Italian food.", "There are four expensive Italian restaurants in the centre region: Stazione Restaurant and Coffee Bar, Clowns Cafedon Pasquale Pizzeria, and Caffe Uno. Would you like to try getting a reservation?", "I would like to try Caffe Uno.", "What time would you like your reservation for?", "I would like the reservation for 14:45 for 4 people on Monday, please.", "You are now booked for Cafe Uno. Your reference number is 0CTGEFMD . Your table will be reserved for 15 minutes.", "That's all I needed, thank you.", "You're welcome. 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[ "attraction", "train" ]

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Would you like to try a different venue or attraction type?", "Yes, an entertainment venue would be great. Please give me an address to one you find.", "Nusha is an entertainment venue in the south. The address is unit g6m cambridge leisure park, clifton road.", "Okay. 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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 am looking for a guesthouse that has free parking.", "I have a listing for arbury lodge guesthouse in the north of town, is that okay?", "What is its rating. I need a 4 star hotel?", "Yes it is 4 stars. Would you like me to book that for you?", "Yes I need a room booked for 8 people. We will be there for 3 nights starting on Friday.", "I'm sorry, the booking was unsuccessful. Would you like me to find you another guesthouse?", "Yes please could you try a different hotel in the same price range?", "Is there a price range you would like to stay within?", "Yes, the same price range as the Arbury Lodge please.", "You are booked at limehouse. Reference number: ZUP4YPXA .", "Okay great. That is all I need.", "Sounds wonderful. 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[]

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I hope everything works out." ], "frames": [ { "service": [ "taxi", "train", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "find_police", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], 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"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" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I need to find a place to eat in the centre, thanks!", "We have over 69 restaurants i the center of town. Do you have any food style or price preference?", "I am in the mood for Lebanese food.", "Ali Baba is a Lebanese restaurant in the centre. Would you like for me to book it for you?", "I'm not sure what time I need just yet. Can I get the postcode?", "Sure. It's cb21nt. What else can I assist you with today?", "I'm also in need of a hotel in the same area as the restaurant.", "Okay! Would you like to stay in a guesthouse, or in a hotel?", "I'm gonna get wild this weekend, find me a zero-star guesthouse with free parking!", "I have the el shaddai that meets those requirements. Would you like to make reservations?", "Definitely! There will be 6 of us, arriving Saturday, and staying for 5 nights.", "Your reservation for 6 at El Shaddai this Saturday for 6 days 5 nights was successful. Your Reference number is : 6NUZQ2BG .", "Great. Can you also get me a taxi to take me from Ali Baba to El Shaddai. I want to leave the restaurant by 05:30.", "How many people will be traveling?", "I just need one taxi. Can you book that for me, please?", "I have booked you a taxi. The contact number is 07167504810, and it will be a black Honda. Anything else for you today?", "No, thank you. That was it for today. Thank you very much for your assistance. Have a good one. Good bye.", "Thank you for contacting us at Cambridge TownInfo Centre. Have a good trip. 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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" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

[ "restaurant" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I want to find a restaurant in the north part of town and serves international food.", "I'm sorry, there are no international restaurants listed in that area. Would you like to try something else?", "Are there any Italian restaurants in that part of town?", "Yes. da vinci pizzeria restaurant in the north part of town and in the cheap price range. Would you like more information for them?", "Yes, the address and phone number please.", "Here is the information you have requested. phone number is 01223 351707, and address is 20 Milton Road Chesterton. Will that be all?", "thank you . good bye", "You're welcome. 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"none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "name", "area", "pricerange" ], "act_slot_value": [ "da vinci pizzeria restaurant", "north", "cheap" ], "span_start": [ 5, 41, 71 ], "span_end": [ 33, 46, 76 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Request" ], "act_slots": [ { "slot_name": [ "address", "phone" ], "slot_value": [ "?", "?" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform", "general-reqmore" ], "act_slots": [ { "slot_name": [ "address", "phone" ], "slot_value": [ "20 Milton Road Chesterton", "01223 351707" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "phone", "address" ], "act_slot_value": [ "01223 351707", "20 Milton Road Chesterton" ], "span_start": [ 60, 89 ], "span_end": [ 72, 114 ] } }, { "dialog_act": { "act_type": [ "general-bye" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-bye", "general-welcome" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

[]

{ "turn_id": [ "0", "1", "2", "3", "4", "5" ], "speaker": [ 0, 1, 0, 1, 0, 1 ], "utterance": [ "What is the location of the Parkside Police Station?", "Cambridge, parkside police telephone number 01223358966.", "I may be close by. What is the station's postcode?", "They are located in Parkside, Cambridge, post code CB11JG", "Thank you for your help. That is all that I need right now.", "You're very welcome. Have a great night." ], "frames": [ { "service": [ "taxi", "train", "bus", "police", "hotel", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "find_police", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "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": "find_police", "requested_slots": [ "police-postcode" ], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "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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"dialogue_acts": [ { "dialog_act": { "act_type": [ "Police-Inform" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "Police-Inform" ], "act_slots": [ { "slot_name": [ "name", "phone" ], "slot_value": [ "Parkside Police", "01223358966" ] } ] }, "span_info": { "act_type": [ "Police-Inform", "Police-Inform" ], "act_slot_name": [ "name", "phone" ], "act_slot_value": [ "Parkside Police", "01223358966" ], "span_start": [ 11, 44 ], "span_end": [ 26, 55 ] } }, { "dialog_act": { "act_type": [ "Police-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": [ "Police-Inform" ], "act_slots": [ { "slot_name": [ "address", "postcode" ], "slot_value": [ "Parkside, Cambridge", "CB11JG" ] } ] }, "span_info": { "act_type": [ "Police-Inform", "Police-Inform" ], "act_slot_name": [ "address", "postcode" ], "act_slot_value": [ "Parkside, Cambridge", "CB11JG" ], "span_start": [ 20, 51 ], "span_end": [ 39, 57 ] } }, { "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", "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": [ "Hello, could you tell me about the swimming attractions around Cambridge. Something pool based please.", "The jesus green outdoor pool in north is really nice. Need a phone number?", "Actually, I would like the address, please.", "Sure their address is between victoria road and the river. Is there anything else I may help you with today?", "I am also in need of a train that arrives by 10:15 and goes to norwich. Can you please look that up for me.", "Sure are you departing from Cambridge?", "Yes and I will be travelling on Saturday", "Is there a time you need to leave by?", "No, not really. But I will need the train ID and departure time.", "TR1062 arrives at 9:55. Their departure time is 8:36. There are trains before that one every hour until 5:35.", "Thank you so much for your help.", "Can I help with anything else today?", "no. that is all i needed. thanks. goodbye.", "Have a good trip. Goodbye." ], "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": [ [ "swimmingpool" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "find_train", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } } ], "slots": [ { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], "copy_from_value": [] }, { "slot": [], "value": [], "start": [], "exclusive_end": [], "copy_from": [], 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[ "restaurant", "train" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I want a place to eat in the west.", "Do you have a particular type of food in mind?", "I have a taste for something British.", "Ok, there are three options in that area. Do you have a certain price range?", "I want the most expensive one.", "There's Graffiti and Travellers Rest. Which one of the two restaurants do you like?", "Travellers Rest sounds good please make a booking for 2 people at 17:00 on sunday.", "Your table for 2 has been reserved at Travellers Rest and your reference number is BSEJZQE6 . They'll hold the table for 15 minutes past 17:00. Need anything else today?", "I also need a train. Leaving Cambridge on Monday.", "OK, where are you headed and at what time of day?", "i want to go to stevenage", "There are several trains going to stevenage on Monday, do you have a time preference?", "I would like to get there by 21:30.", "Okay, we have train's leaving at 05:21 and every hour after for seven hours. Would you like to book one?", "Just book one that will get me to Stevenage by 21:30 please. 2 Tickets, just like dinner.", "Your tickets are booked for train TR9082. The total fee is 25.6 GBP. Your reference number is WSUH42EM . Is there anything else?", "Thank you for the booking and reference number. I'll let you know if I need anything else.", "it was my pleasure to help. goodbye." ], "frames": [ { "service": [ "restaurant", "taxi", "train", "bus", "police", "hotel", "attraction", "hospital" ], "state": [ { "active_intent": "find_restaurant", "requested_slots": [], "slots_values": { "slots_values_name": [ "restaurant-area" ], "slots_values_list": [ [ "west" ] ] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "NONE", "requested_slots": [], "slots_values": { "slots_values_name": [], "slots_values_list": [] } }, { "active_intent": "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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"2", "stevenage" ] } ] }, "span_info": { "act_type": [ "Train-Inform", "Train-Inform", "Train-Inform" ], "act_slot_name": [ "destination", "arriveby", "bookpeople" ], "act_slot_value": [ "stevenage", "21:30", "2" ], "span_start": [ 34, 47, 61 ], "span_end": [ 43, 52, 62 ] } }, { "dialog_act": { "act_type": [ "Train-OfferBooked", "general-reqmore" ], "act_slots": [ { "slot_name": [ "price", "ref", "trainid" ], "slot_value": [ "25.6 GBP", "WSUH42EM", "TR9082" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Train-OfferBooked", "Train-OfferBooked", "Train-OfferBooked" ], "act_slot_name": [ "trainid", "price", "ref" ], "act_slot_value": [ "TR9082", "25.6 GBP", "WSUH42EM" ], "span_start": [ 34, 59, 94 ], "span_end": [ 40, 67, 102 ] } }, { "dialog_act": { "act_type": [ "general-thank" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } }, { "dialog_act": { "act_type": [ "general-bye", "general-welcome" ], "act_slots": [ { "slot_name": [ "none" ], "slot_value": [ "none" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [], "act_slot_name": [], "act_slot_value": [], "span_start": [], "span_end": [] } } ] }

[ "attraction", "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "What is there to do in the centre of town?", "There are 44 attractions. What type of attraction do you want to visit?", "Possibly a theatre?", "I have a listing for 4 in that area,can I recommend adc theatre?", "Ok, what's the phone number for that place?", "You can reach ADC at 01223300085. Is there any other information I can get for you today?", "What's the postcode?", "The postcode is cb58as and the address is park street. Enjoy your visit!", "Thanks! I also need some help finding a hotel on the east side.", "How about the express by holiday inn cambridge? It is on the east side & has parking and wifi.", "What star is it ?", "It is a 2 star. Would you like me to book it?", "No, I'm not ready to book yet. Thanks for all the help today, that's all I needed. Good bye.", "Let us know if we can help more." ], "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": "find_hotel", "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" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I am looking for a train from Stevenage for a trip to Cambridge.", "There are several trains to your specifications. What day and time would you like to leave?", "I need to leave on Wednesday after 10:45", "The earliest train that meets your needs is TR6473, leaving at 11:54 and arriving in cambridge at 12:43. Would you like to book passage on that train?", "Yes I would. There are 3 of us traveling. Could we get a private area on the train?", "Certainly, do you have a price range in mind?", "For the train, no. And I made a mistake. I only need a booking for 1 person.", "Not a problem at all. Booking for one person was successful, the total fee is 12.8 GBP payable at the station . Reference number is : 8WYSLEG0 . Anything else today?", "I also need a place to dine. I'm looking for something cheap in the south.", "I have found 2 options for you: The Lucky Star, which serves Chinese food, and Nandos, which serves Portuguese food. Shall I make a reservation for one of them?", "Please book Nandos.", "Sure. What say and time are you thinking? And for how many people?", "Actually, I'll take care of the reservation. Can I just get the phone number and address for Nandos, please?", "Yes, the phone number is 01223327908, and the address is Cambridge Leisure Park Clifton Way. Can I help with anything else?", "No, that was all the information I needed. Thanks so much. 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[ "restaurant" ]

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55, 73, 83 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform", "Restaurant-Request" ], "act_slots": [ { "slot_name": [ "pricerange" ], "slot_value": [ "moderate" ] }, { "slot_name": [ "address", "area", "phone" ], "slot_value": [ "?", "?", "?" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform" ], "act_slot_name": [ "pricerange" ], "act_slot_value": [ "moderate" ], "span_start": [ 56 ], "span_end": [ 64 ] } }, { "dialog_act": { "act_type": [ "Restaurant-Inform", "general-reqmore" ], "act_slots": [ { "slot_name": [ "address", "area", "name", "phone" ], "slot_value": [ "Corn Exchange Street", "city centre", "The Cow Pizza Kitchen and Bar", "01223 308871" ] }, { "slot_name": [ "none" ], "slot_value": [ "none" ] } ] }, "span_info": { "act_type": [ "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform", "Restaurant-Inform" ], "act_slot_name": [ "name", "area", "address", "phone" ], "act_slot_value": [ "The Cow Pizza Kitchen and Bar", "city centre", "Corn Exchange 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[ "taxi", "attraction", "hotel" ]

{ "turn_id": [ "0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15" ], "speaker": [ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 ], "utterance": [ "I am looking for a hotel that is in the expensive price range.", "I have 5 hotels in Cambridge that match your request. Is there a particular area of town you are interested in? East? Centre? west? south?", "Any area should be fine. The hotel should include free parking and should include free wifi.", "Ok. All five hotels have both free parking and wifi. How does the university arms hotel sound?", "It sounds expensive. Can I have the phone number and area please?", "It is in the centre are and the phone number is 0122351241. May I help you with anything else today?", "I also want to go to an attraction in the center part of town.", "How about The Man on the Moon? It's a concerthall.", "That sounds great. May I have the phone number and postcode, please?", "Phone number is 01223474144, and postcode is cb12lf", "Thank you. I am looking to get a taxi to commute between the two places.", "That should be easy, I just need a time and which place you will be leaving from.", "I want to leave Man on the Moon at 24:30 and go to the University Arms Hotel.", "I have booked you a white Lexus that will arrive by 24:30. The contact number for your driver is 07122328188. Anything else for you today?", "That's all for me, thank you for your help.", "I'm glad I could be of help." ], "frames": [ { "service": [ "hotel", "taxi", "train", "bus", "police", "restaurant", "attraction", "hospital" ], "state": [ { "active_intent": "find_hotel", "requested_slots": [], "slots_values": { "slots_values_name": [ "hotel-pricerange", "hotel-type" ], "slots_values_list": [ [ "expensive" ], [ "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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