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[context] {'taxi-departure': 'centre', 'taxi-leaveat': '11:45'} [utterance_sys] sure , i can help you find a taxi . first i need a specific location the taxi will pick you up at . [utterance_usr] im sorry , my wife was confused on what we were doing , disregard that last request . i really need a train from cambridge to leicester

[context] {'attraction-name': 'cambridge contemporary art', 'attraction-area': 'centre'} [utterance_sys] sure , it is located at 6 trinity street . the phone number is 01223324222 . can i help you further ? [utterance_usr] yes . i need to find a train to travel from stevenage to cambridge . [belief_state] {'attraction-name': 'cambridge contemporary art', 'attraction-area': 'centre', 'train-destination': 'cambridge', 'train-departure': 'stevenage'}

[context] {'taxi-destination': 'bangkok city', 'taxi-arriveby': '12:00'} [utterance_sys] i would be happy to help ! where are you coming from ? [utterance_usr] i am coming from jesus green outdoor pool . [belief_state] {'taxi-destination': 'bangkok city', 'taxi-departure': 'jesus green outdoor pool', 'taxi-arriveby': '12:00'}

[context] {} [utterance_sys] [utterance_usr] i would like to find a place that i can get some northern european food .

[context] {'restaurant-pricerange': 'expensive', 'restaurant-area': 'north'} [utterance_sys] i have 5 expensive restaurant -s in the north . would you like french , european , chinese or asian oriental food ? [utterance_usr] could i get the phone number and postcode for the european 1 ? [belief_state] {'restaurant-food': 'european', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'north'}

[context] {'restaurant-book day': 'tuesday', 'restaurant-book people': '8', 'restaurant-book time': '14:45', 'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'curry king', 'restaurant-area': 'centre', 'attraction-type': 'swimming pool', 'attraction-area': 'centre'} [utterance_sys] there is parkside pools . their address is gonville place . [utterance_usr] okay , what are the hour -s they are open ? [belief_state] {'restaurant-book day': 'tuesday', 'restaurant-book people': '8', 'restaurant-book time': '14:45', 'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'curry king', 'restaurant-area': 'centre', 'attraction-type': 'swimming pool', 'attraction-name': 'parkside pools', 'attraction-area': 'centre'}

[context] {'hotel-area': 'east', 'hotel-pricerange': 'dontcare', 'hotel-stars': '2', 'hotel-name': 'express by holiday inn cambridge', 'hotel-book stay': '3', 'hotel-book people': '1', 'hotel-book day': 'monday', 'restaurant-food': 'eastern european', 'restaurant-pricerange': 'expensive'} [utterance_sys] i have 5 to choose from . would you prefer centre , west , or north area ? [utterance_usr] i want a place in the east , but if there is none , are there any british expensive place -s in the north ?

[context] {'hotel-area': 'north', 'hotel-pricerange': 'moderate', 'hotel-stars': '4', 'hotel-internet': 'yes'} [utterance_sys] i have 7 place -s in the north . would you like me to book 1 ? [utterance_usr] can you let me know if 1 of them has free parking , the hotel type of it , and the postcode ? [belief_state] {'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '4', 'hotel-internet': 'yes'}

[context] {'taxi-destination': 'pembroke college'} [utterance_sys] where will you be departing from ? [utterance_usr] i need to leave from primavera [belief_state] {'taxi-destination': 'pembroke college', 'taxi-departure': 'primavera'}

[context] {'train-destination': 'cambridge', 'train-day': 'monday', 'train-arriveby': '16:45', 'train-departure': 'birmingham new street'} [utterance_sys] the train id is tr3387 and the price is 75.10 pounds per ticket . would you like me to book you a ticket ? [utterance_usr] no but i need an attraction in the center part of town .

[context] {'attraction-type': 'nightclub', 'attraction-name': 'the fez club', 'attraction-area': 'centre', 'train-destination': 'peterborough', 'train-arriveby': '20:15', 'train-departure': 'cambridge'} [utterance_sys] train # tr4875 leaves cambridge on wednesday 19:06 and arrives in peterborough at 19:56 . would you like me to book your ticket ? [utterance_usr] would you please ? i would like 5 tickets . [belief_state] {'attraction-type': 'nightclub', 'attraction-name': 'the fez club', 'attraction-area': 'centre', 'train-book people': '5', 'train-destination': 'peterborough', 'train-day': 'wednesday', 'train-arriveby': '20:15', 'train-departure': 'cambridge'}

[context] {'restaurant-book day': 'friday', 'restaurant-book people': '2', 'restaurant-book time': '16:00', 'restaurant-food': 'chinese', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'golden wok', 'restaurant-area': 'north', 'hotel-book day': 'friday', 'hotel-book people': '2', 'hotel-book stay': '5', 'hotel-area': 'north', 'hotel-pricerange': 'moderate'} [utterance_sys] booking was successful . the table will be reserved for 15 minutes . reference number is : 093r1y1t . is there anything else i can help you with ? [utterance_usr] yes , i am going to need a taxi to go between the 2 place -s . i need it to arrive in time for dinner . [belief_state] {'taxi-destination': 'golden wok', 'taxi-departure': 'ashley hotel', 'taxi-arriveby': '16:00', 'restaurant-book day': 'friday', 'restaurant-book people': '2', 'restaurant-book time': '16:00', 'restaurant-food': 'chinese', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'golden wok', 'restaurant-area': 'north', 'hotel-book day': 'friday', 'hotel-book people': '2', 'hotel-book stay': '5', 'hotel-area': 'north', 'hotel-pricerange': 'moderate'}

[context] {'hotel-parking': 'no', 'hotel-pricerange': 'expensive', 'hotel-area': 'west', 'hotel-internet': 'yes', 'hotel-name': 'huntingdon marriott hotel', 'hotel-book stay': '4', 'hotel-book day': 'wednesday', 'hotel-book people': '5', 'train-departure': 'cambridge', 'train-arriveby': '10:44', 'train-destination': 'birmingham new street', 'train-day': 'sunday', 'train-book people': '5'} [utterance_sys] i have successfully created a booking for 5 tickets ! your reference number is 080d4w62 . the fee is 300.39 gbp . is there anything else i can assist you with today ? [utterance_usr] that s it ! thank you so much for your help !

[context] {'restaurant-book day': 'saturday', 'restaurant-book people': '5', 'restaurant-book time': '14:45', 'restaurant-food': 'indian', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'the gandhi', 'restaurant-area': 'centre', 'train-book people': '5', 'train-leaveat': '09:11', 'train-destination': 'cambridge', 'train-day': 'saturday', 'train-arriveby': '10:15', 'train-departure': 'kings lynn'} [utterance_sys] i was able to get the tickets the cost is 39.20 gbp payable at the station . the reference number is 9s4oxyq4 . is there anything else i can help with ? [utterance_usr] that s all i need today . thank you . [belief_state] {'restaurant-book day': 'saturday', 'restaurant-book people': '5', 'restaurant-book time': '14:45', 'restaurant-food': 'indian', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'the gandhi', 'restaurant-area': 'centre', 'train-book people': '5', 'train-leaveat': '09:11', 'train-destination': 'cambridge', 'train-day': 'saturday', 'train-arriveby': '10:15', 'train-departure': 'kings lynn'}

[context] {} [utterance_sys] where is your departure site ? [utterance_usr] i would like to leave aylesbray lodge guest house by 12:15 [belief_state] {'taxi-leaveat': '12:15', 'taxi-departure': 'aylesbray lodge guest house'}

[context] {'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '4', 'hotel-type': 'guest house', 'hotel-name': 'kirkwood house', 'attraction-area': 'centre', 'attraction-type': 'architecture', 'taxi-leaveat': '15:30', 'attraction-name': 'old schools'} [utterance_sys] ok great and what will be your destination ? [utterance_usr] i would be going to kirkwood house .

[context] {'hotel-area': 'dontcare', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '3', 'hotel-type': 'guest house'} [utterance_sys] there are 3 including bridge guest house . [utterance_usr] ok , can you book me for 1 person for 5 nights starting on sunday ? [belief_state] {'hotel-book day': 'sunday', 'hotel-book people': '1', 'hotel-book stay': '5', 'hotel-name': 'bridge guest house', 'hotel-area': 'dontcare', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '3', 'hotel-type': 'guest house'}

[context] {'train-destination': 'norwich', 'train-day': 'tuesday', 'train-arriveby': '12:30', 'train-departure': 'cambridge'} [utterance_sys] there are lots of attractions in cambridge , do you have any specific activities in mind ? [utterance_usr] i would like something in the centre if possible . perhaps a gallery ? [belief_state] {'attraction-type': 'museum', 'attraction-area': 'centre', 'train-destination': 'norwich', 'train-day': 'tuesday', 'train-arriveby': '12:30', 'train-departure': 'cambridge'}

[context] {'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '4', 'hotel-type': 'guest house'} [utterance_sys] there are 6 available and they all have free parking and wifi . may i suggest kirkwood house ? [utterance_usr] that sounds good . what is the postcode for the kirkwood house ?

[context] {} [utterance_sys] [utterance_usr] i need some tourist information please . i need to know about a hotel called the arbury lodge guest house . [belief_state] {'hotel-name': 'arbury lodge guest house'}

[context] {'hotel-name': 'express by holiday inn cambridge', 'hotel-area': 'east', 'hotel-type': 'hotel', 'attraction-type': 'theatre', 'attraction-name': 'adc theatre', 'attraction-area': 'centre'} [utterance_sys] it is a 2 star . would you like me to book it ? [utterance_usr] no , i am not ready to book yet . thanks for all the help today , that s all i needed . goodbye . [belief_state] {'hotel-name': 'express by holiday inn cambridge', 'hotel-area': 'east', 'hotel-type': 'hotel', 'attraction-type': 'theatre', 'attraction-name': 'adc theatre', 'attraction-area': 'centre'}

[context] {'train-destination': 'norwich', 'train-day': 'friday', 'train-leaveat': '18:45', 'train-book people': '1', 'hotel-area': 'south', 'hotel-pricerange': 'moderate', 'hotel-type': 'guest house', 'hotel-stars': '4'} [utterance_sys] aylesbray lodge guest house will suit your needs . can i book something for you ? [utterance_usr] do they have free parking ?

[context] {'hotel-pricerange': 'cheap', 'hotel-stars': '4', 'train-book people': '5', 'train-leaveat': '17:45', 'train-destination': 'cambridge', 'train-day': 'saturday', 'train-departure': 'london liverpool street'} [utterance_sys] do you have an area preference ? otherwise , i recommend leverton house on newmarket road . [utterance_usr] is it a guest house ? [belief_state] {'hotel-pricerange': 'cheap', 'hotel-stars': '4', 'hotel-type': 'guest house', 'train-book people': '5', 'train-leaveat': '17:45', 'train-destination': 'cambridge', 'train-day': 'saturday', 'train-departure': 'london liverpool street'}

[context] {} [utterance_sys] [utterance_usr] what good attractions are there in the city centre ? [belief_state] {'attraction-area': 'centre'}

[context] {} [utterance_sys] [utterance_usr] yes i am looking for a train that departs on wednesday from peterborough .

[context] {'restaurant-food': 'vietnamese', 'restaurant-pricerange': 'cheap'} [utterance_sys] the postcode is cb30af . should i book it ? [utterance_usr] maybe later . i need a train ticket to peterborough on thursday . [belief_state] {'restaurant-food': 'vietnamese', 'restaurant-pricerange': 'cheap', 'train-destination': 'peterborough', 'train-day': 'thursday', 'train-departure': 'cambridge'}

[context] {'taxi-destination': 'darrys cookhouse and wine shop'} [utterance_sys] sure ! when would you like to arrive ? [utterance_usr] i want to leave after 06:00 [belief_state] {'taxi-leaveat': '06:00', 'taxi-destination': 'darrys cookhouse and wine shop'}

[context] {'restaurant-book day': 'saturday', 'restaurant-book people': '2', 'restaurant-book time': '16:30', 'restaurant-food': 'turkish', 'restaurant-pricerange': 'moderate', 'train-day': 'saturday', 'train-arriveby': '08:15', 'restaurant-name': 'anatolia'} [utterance_sys] okay dining or train . i am doing my best to help but i cannot get you to specify what you need . [utterance_usr] listen . book the restaurant anatoli for 2 people on saturday at 16:30 right now .

[context] {'restaurant-book day': 'thursday', 'restaurant-book people': '8', 'restaurant-book time': '11:00', 'restaurant-food': 'turkish'} [utterance_sys] sure , i have booked you at anatolia , which also serves turkish food , with reference number t70eay2i . may i help with something else ? [utterance_usr] no , that should be everything i need . [belief_state] {'restaurant-book day': 'thursday', 'restaurant-book people': '8', 'restaurant-book time': '11:00', 'restaurant-food': 'turkish'}

[context] {'restaurant-pricerange': 'moderate', 'restaurant-area': 'east', 'hotel-name': 'express by holiday inn cambridge', 'hotel-area': 'east', 'hotel-internet': 'yes', 'hotel-type': 'hotel'} [utterance_sys] i can find a few that meet that criteria , would you like indian , or italian food ? [utterance_usr] well , everyone said it s my choice , so i think i would like italian . [belief_state] {'restaurant-food': 'italian', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'east', 'hotel-name': 'express by holiday inn cambridge', 'hotel-area': 'east', 'hotel-internet': 'yes', 'hotel-type': 'hotel'}

[context] {'restaurant-book day': 'tuesday', 'restaurant-book people': '1', 'restaurant-book time': '12:45', 'restaurant-food': 'european', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'eraina', 'restaurant-area': 'centre', 'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-arriveby': '08:00', 'train-departure': 'stansted airport', 'train-book people': '1'} [utterance_sys] ok , i have booked you 1 ticket on tr0514 , departing stansted airport at 7:24 and arriving cambridge at 7:52 . the reference number is p1c2kkfq . total fee is 10.1 gbp . [utterance_usr] perfect , thank you !

[context] {'train-book people': '7', 'train-leaveat': '08:16', 'train-destination': 'cambridge', 'train-day': 'friday', 'train-departure': 'norwich'} [utterance_sys] booking was successful , the total fee is 123.2 gbp payable at the station . reference number is : 9f6cefrf . [utterance_usr] perfect , thank you ! i am also looking for a restaurant called kohinoor . can you help me with that as well ? [belief_state] {'restaurant-name': 'kohinoor', 'train-book people': '7', 'train-leaveat': '08:16', 'train-destination': 'cambridge', 'train-day': 'friday', 'train-departure': 'norwich'}

[context] {'taxi-leaveat': '18:45', 'taxi-departure': 'bedouin', 'restaurant-food': 'african', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'centre', 'hotel-book day': 'friday', 'hotel-book people': '2', 'hotel-book stay': '2', 'hotel-area': 'dontcare', 'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-stars': '3', 'hotel-internet': 'yes'} [utterance_sys] i would be happy to book that for you , but i just wanted to confirm your destination . will that be your hotel ? [utterance_usr] yes i will be at the gonville . [belief_state] {'taxi-leaveat': '18:45', 'taxi-destination': 'gonville hotel', 'taxi-departure': 'bedouin', 'restaurant-food': 'african', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'centre', 'hotel-book day': 'friday', 'hotel-book people': '2', 'hotel-book stay': '2', 'hotel-area': 'dontcare', 'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-stars': '3', 'hotel-internet': 'yes'}

[context] {} [utterance_sys] you are very welcome . i hope you have a wonderful day ! goodbye . [utterance_usr] ok , hope you have a good day too . bye .

[context] {'attraction-type': 'museum', 'attraction-area': 'centre', 'train-book people': '1', 'train-leaveat': '08:32', 'train-destination': 'cambridge', 'train-day': 'saturday', 'train-arriveby': '09:32', 'train-departure': 'broxbourne'} [utterance_sys] the address is 6 trinity street and the postcode is cb21su . [utterance_usr] thanks so much . i think i have all the info i need . have a good day . bye . [belief_state] {'attraction-type': 'museum', 'attraction-area': 'centre', 'train-book people': '1', 'train-leaveat': '08:32', 'train-destination': 'cambridge', 'train-day': 'saturday', 'train-arriveby': '09:32', 'train-departure': 'broxbourne'}

[context] {'restaurant-pricerange': 'expensive', 'restaurant-area': 'west'} [utterance_sys] we have 9 expensive dining establishments on the west side . cuisines offered are thai , indian , european , and british . do you have a preference ? [utterance_usr] no i do not have a preference . i want to book for 4 people at 15:00 on saturday . [belief_state] {'restaurant-book day': 'saturday', 'restaurant-book people': '4', 'restaurant-book time': '15:00', 'restaurant-food': 'dontcare', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'west'}

[context] {'train-destination': 'stevenage', 'train-day': 'thursday', 'train-arriveby': '10:30', 'train-departure': 'cambridge', 'hotel-parking': 'yes', 'hotel-area': 'north', 'hotel-internet': 'yes'} [utterance_sys] how about acorn guest house ? it s 4 stars . [utterance_usr] thank you , i'll take it . can you book me for that hotel ?

[context] {'hotel-area': 'north', 'hotel-parking': 'no', 'hotel-stars': '4', 'hotel-type': 'guest house', 'attraction-type': 'museum', 'attraction-name': 'cambridge artworks'} [utterance_sys] acorn guest house looks available , would you like to book that ? [utterance_usr] not right now , but could you tell me their postcode ? [belief_state] {'hotel-name': 'acorn guest house', 'hotel-area': 'north', 'hotel-parking': 'no', 'hotel-stars': '4', 'hotel-type': 'guest house', 'attraction-type': 'museum', 'attraction-name': 'cambridge artworks'}

[context] {'hotel-name': 'acorn guest house', 'hotel-area': 'north', 'hotel-pricerange': 'dontcare', 'hotel-stars': '4', 'hotel-internet': 'yes'} [utterance_sys] the phone number is 01223353888 . would you like any other info ? [utterance_usr] no , that s all . thank you . [belief_state] {'hotel-name': 'acorn guest house', 'hotel-area': 'north', 'hotel-pricerange': 'dontcare', 'hotel-stars': '4', 'hotel-internet': 'yes'}

[context] {} [utterance_sys] [utterance_usr] i need to take a train , going to norwich leaving after 08:00 .

[context] {} [utterance_sys] [utterance_usr] i am looking for a train to london liverpool street . [belief_state] {'train-destination': 'london liverpool street'}

[context] {'taxi-destination': 'dojo noodle bar', 'taxi-departure': 'alexander bed and breakfast', 'taxi-arriveby': '11:00', 'restaurant-book day': 'thursday', 'restaurant-book people': '8', 'restaurant-book time': '11:00', 'restaurant-food': 'dontcare', 'restaurant-pricerange': 'cheap', 'restaurant-area': 'centre', 'hotel-name': 'alexander bed and breakfast', 'hotel-area': 'centre', 'hotel-parking': 'yes', 'hotel-stars': '4'} [utterance_sys] booking completed ! booked car type : grey toyota contact number : 07149685492 [utterance_usr] ok , thank you , that will be all . goodbye [belief_state] {'taxi-destination': 'dojo noodle bar', 'taxi-departure': 'alexander bed and breakfast', 'taxi-arriveby': '11:00', 'restaurant-book day': 'thursday', 'restaurant-book people': '8', 'restaurant-book time': '11:00', 'restaurant-food': 'dontcare', 'restaurant-pricerange': 'cheap', 'restaurant-area': 'centre', 'hotel-name': 'alexander bed and breakfast', 'hotel-area': 'centre', 'hotel-parking': 'yes', 'hotel-stars': '4'}

[context] {'train-destination': 'cambridge', 'train-day': 'sunday', 'train-arriveby': '10:00', 'train-departure': 'birmingham new street', 'hotel-area': 'east', 'hotel-stars': '4', 'hotel-type': 'guest house', 'hotel-pricerange': 'moderate', 'hotel-name': 'carolina bed and breakfast', 'hotel-book stay': '5', 'hotel-book day': 'sunday', 'hotel-book people': '1'} [utterance_sys] sure , i have booked it foe you . reference number is : hd6bm9ru . [utterance_usr] thank you , that s all i needed today !

[context] {'hotel-book day': 'monday', 'hotel-book people': '5', 'hotel-book stay': '2', 'hotel-name': 'ashley hotel', 'hotel-pricerange': 'moderate', 'hotel-stars': '2', 'train-book people': '5', 'train-destination': 'cambridge', 'train-day': 'monday', 'train-arriveby': '11:45', 'train-departure': 'london kings cross'} [utterance_sys] i have those rooms reserved for you . the reference number is: m99y2t1r . can i be of further assistance ? [utterance_usr] no , thank you very much for your help . [belief_state] {'hotel-book day': 'monday', 'hotel-book people': '5', 'hotel-book stay': '2', 'hotel-name': 'ashley hotel', 'hotel-pricerange': 'moderate', 'hotel-stars': '2', 'train-book people': '5', 'train-destination': 'cambridge', 'train-day': 'monday', 'train-arriveby': '11:45', 'train-departure': 'london kings cross'}

[context] {} [utterance_sys] [utterance_usr] i want to book a taxi . the taxi should depart from india house and should arrive by 24:00 . [belief_state] {'taxi-departure': 'india house', 'taxi-arriveby': '24:00'}

[context] {'attraction-type': 'boat', 'attraction-area': 'dontcare', 'restaurant-food': 'indian', 'restaurant-area': 'centre', 'restaurant-name': 'curry garden', 'restaurant-book time': '14:45', 'restaurant-book day': 'saturday', 'restaurant-book people': '3'} [utterance_sys] sorry , the restaurant is all booked for that time . would you like to try a different time ? [utterance_usr] can you please check for 13:45 ?

[context] {'restaurant-food': 'malaysian', 'restaurant-pricerange': 'moderate'} [utterance_sys] i am not finding any malaysian restaurant -s in the city . would you like a different type of food ? [utterance_usr] could you try 1 similar only indian this time ? [belief_state] {'restaurant-food': 'indian', 'restaurant-pricerange': 'moderate'}

[context] {} [utterance_sys] [utterance_usr] i am hoping you can help me find a restaurant . [belief_state] {}

[context] {'attraction-area': 'centre', 'attraction-type': 'nightclub'} [utterance_sys] ballare is postcode cb23na , club salsa is postcode cb12jb , kambar is postcode cb23qb , the fez club is cb23hx and soul tree nightclub is cb23qf [utterance_usr] perfect thank you ! i also need to find a train leaving from peterborough , can you help me with that too ?

[context] {'attraction-type': 'nightclub', 'attraction-name': 'club salsa', 'attraction-area': 'centre', 'train-destination': 'london kings cross', 'train-departure': 'cambridge'} [utterance_sys] the entrance fee is 5 pounds , the address is 1 station road , the postcode is cb12jb . what day and time are you looking to travel ? [utterance_usr] the train should arrive by 12:00 . i am looking to travel on wednesday . [belief_state] {'attraction-type': 'nightclub', 'attraction-name': 'club salsa', 'attraction-area': 'centre', 'train-destination': 'london kings cross', 'train-day': 'wednesday', 'train-arriveby': '12:00', 'train-departure': 'cambridge'}

[context] {'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'centre', 'train-leaveat': '21:00', 'train-destination': 'leicester', 'train-departure': 'cambridge'} [utterance_sys] there is a 21:21 that will arrive by 23:06 . how does that sound ? [utterance_usr] perfect . can you get me 4 seats on that 1 ? [belief_state] {'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'centre', 'train-book people': '4', 'train-leaveat': '21:00', 'train-destination': 'leicester', 'train-departure': 'cambridge'}

[context] {'restaurant-food': 'british', 'restaurant-area': 'east', 'restaurant-name': 'grafton hotel restaurant', 'restaurant-book time': '19:30', 'restaurant-book day': 'saturday', 'restaurant-book people': '7'} [utterance_sys] booking was successful . the table will be reserved for 15 minutes . reference number is : mpf2ro5x . do you need anything else ? [utterance_usr] i also need a train leaving on sunday for london liverpool street .

[context] {'restaurant-book day': 'tuesday', 'restaurant-book people': '6', 'restaurant-book time': '13:15', 'restaurant-food': 'chinese', 'restaurant-name': 'golden wok', 'restaurant-area': 'north', 'hotel-area': 'north', 'hotel-internet': 'yes', 'hotel-type': 'guest house'} [utterance_sys] booking was successful . the table will be reserved for 15 minutes . reference number is : 327pbmac . [utterance_usr] i also need to get a taxi . [belief_state] {'restaurant-book day': 'tuesday', 'restaurant-book people': '6', 'restaurant-book time': '13:15', 'restaurant-food': 'chinese', 'restaurant-name': 'golden wok', 'restaurant-area': 'north', 'hotel-area': 'north', 'hotel-internet': 'yes', 'hotel-type': 'guest house'}

[context] {'hotel-book day': 'sunday', 'hotel-book people': '5', 'hotel-book stay': '4', 'hotel-name': 'el shaddia guest house', 'hotel-pricerange': 'cheap', 'hotel-stars': '0', 'hotel-internet': 'yes', 'hotel-type': 'guest house'} [utterance_sys] your reference number is 0e0r0nej . [utterance_usr] okay , thank you . i would also like to go to a museum while i am in town . could you give me some information on possible options ? [belief_state] {'hotel-book day': 'sunday', 'hotel-book people': '5', 'hotel-book stay': '4', 'hotel-name': 'el shaddia guest house', 'hotel-pricerange': 'cheap', 'hotel-stars': '0', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'attraction-type': 'museum'}

[context] {} [utterance_sys] there is 1 arrives at 17:23 and another at 18:23 . what day are you traveling ? [utterance_usr] i am leaving on tuesday for cambridge .

[context] {'train-destination': 'ely', 'train-day': 'thursday', 'train-arriveby': '14:15'} [utterance_sys] i have 3 different train choices . depending on how early you want to arrive . i have 1 arriving at 6:07 , 1 at 8:07 and 1 at 10:07 . [utterance_usr] what s the travel time ? knowing that will help me select on a time . [belief_state] {'train-destination': 'ely', 'train-day': 'thursday', 'train-arriveby': '14:15'}

[context] {} [utterance_sys] [utterance_usr] can you book a hotel room for me ? [belief_state] {'hotel-type': 'hotel'}

[context] {'attraction-type': 'nightclub', 'attraction-area': 'south', 'attraction-name': 'the place', 'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-departure': 'london kings cross', 'train-arriveby': '16:30'} [utterance_sys] it is 51 minutes . may i help you with anything else today ? [utterance_usr] that s all . thank you .

[context] {'restaurant-book day': 'friday', 'restaurant-book people': '5', 'restaurant-book time': '20:00', 'restaurant-name': 'hk fusion', 'train-book people': '5', 'train-destination': 'cambridge', 'train-day': 'friday', 'train-arriveby': '16:30', 'train-departure': 'norwich'} [utterance_sys] the booking was successful . the table will be reserved for 15 minutes . reference number is yb8drr8x . what else may assist you with ? [utterance_usr] thank you ! i think that s all i need for now . [belief_state] {'restaurant-book day': 'friday', 'restaurant-book people': '5', 'restaurant-book time': '20:00', 'restaurant-name': 'hk fusion', 'train-book people': '5', 'train-destination': 'cambridge', 'train-day': 'friday', 'train-arriveby': '16:30', 'train-departure': 'norwich'}

[context] {'hotel-book day': 'sunday', 'hotel-book people': '3', 'hotel-book stay': '3', 'hotel-name': 'university arms hotel', 'hotel-area': 'centre', 'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-type': 'hotel'} [utterance_sys] booking was successful . reference number is : d09887cw . is there anything else i can do for you today ? [utterance_usr] i would like to find a korean restaurant in the same area as that hotel . [belief_state] {'restaurant-food': 'korean', 'restaurant-area': 'centre', 'hotel-book day': 'sunday', 'hotel-book people': '3', 'hotel-book stay': '3', 'hotel-name': 'university arms hotel', 'hotel-area': 'centre', 'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-type': 'hotel'}

[context] {} [utterance_sys] the postcode is cb13ef and the phone number is 01223902168 . [utterance_usr] thank you very much ! that was all the info i needed .

[context] {'attraction-name': 'scott polar museum', 'train-leaveat': '14:30', 'train-destination': 'birmingham new street', 'train-departure': 'cambridge'} [utterance_sys] sure their phone number is 01223336540 . [utterance_usr] that s all i need today . [belief_state] {'attraction-name': 'scott polar museum', 'train-leaveat': '14:30', 'train-destination': 'birmingham new street', 'train-departure': 'cambridge'}

[context] {'restaurant-book day': 'wednesday', 'restaurant-book people': '7', 'restaurant-book time': '16:15', 'restaurant-name': 'kymmoy', 'hotel-book day': 'wednesday', 'hotel-book people': '2', 'hotel-book stay': '7', 'hotel-name': 'university arms hotel', 'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-type': 'hotel'} [utterance_sys] great ! i have the rooms booked for you . [utterance_usr] could i please get the reference number ? [belief_state] {'restaurant-book day': 'wednesday', 'restaurant-book people': '7', 'restaurant-book time': '16:15', 'restaurant-name': 'kymmoy', 'hotel-book day': 'wednesday', 'hotel-book people': '2', 'hotel-book stay': '7', 'hotel-name': 'university arms hotel', 'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-type': 'hotel'}

[context] {'hotel-internet': 'yes', 'hotel-type': 'guest house'} [utterance_sys] i have 23 options available for guest houses that offer wifi . what area of town are you looking to stay in ? [utterance_usr] i am open to any area of town , however , i would like a 3 star hotel and would also like it to have a guest house .

[context] {} [utterance_sys] [utterance_usr] can you help me book a 1 star hotel that has free parking please ? [belief_state] {'hotel-parking': 'yes', 'hotel-stars': '1', 'hotel-type': 'hotel'}

[context] {'restaurant-food': 'danish'} [utterance_sys] there are no danish restaurant -s listed . may i direct you toward another restaurant ? [utterance_usr] how about north american food ? [belief_state] {'restaurant-food': 'north american'}

[context] {} [utterance_sys] of course , do you know your departure location and time ? [utterance_usr] i weill departing on thursday from cambridge and need to arrive by 10:30 in stevenage .

[context] {'attraction-name': 'great saint marys church'} [utterance_sys] the postcode for that church is cb23pq . would you like their phone number ? [utterance_usr] no thank you . i also need a train that should leave on thursday and should go to cambridge . [belief_state] {'attraction-name': 'great saint marys church', 'train-destination': 'cambridge', 'train-day': 'thursday'}

[context] {'attraction-type': 'nightclub', 'attraction-name': 'club salsa', 'attraction-area': 'centre', 'train-destination': 'london kings cross', 'train-day': 'wednesday', 'train-arriveby': '12:00', 'train-departure': 'cambridge'} [utterance_sys] yes , it is tr3702 . how many tickets do you need ? [utterance_usr] actually , i do not think i will book that train just yet . thank you for all the info . that s all i needed . goodbye ! [belief_state] {'attraction-type': 'nightclub', 'attraction-name': 'club salsa', 'attraction-area': 'centre', 'train-destination': 'london kings cross', 'train-day': 'wednesday', 'train-arriveby': '12:00', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] there are so many attractions to choose from ! are you interested in any particular area ? [utterance_usr] yeah , i am looking for an entertainment place in the centre of town .

[context] {} [utterance_sys] [utterance_usr] i am looking for some type of entertainment venue in the centre of town . [belief_state] {'attraction-type': 'entertainment', 'attraction-area': 'centre'}

[context] {'attraction-type': 'nightclub', 'attraction-name': 'club salsa', 'attraction-area': 'centre', 'train-destination': 'london kings cross', 'train-departure': 'cambridge'} [utterance_sys] the entrance fee is 5 pounds , the address is 1 station road , the postcode is cb12jb . what day and time are you looking to travel ? [utterance_usr] the train should arrive by 12:00 . i am looking to travel on wednesday . [belief_state] {'attraction-type': 'nightclub', 'attraction-name': 'club salsa', 'attraction-area': 'centre', 'train-destination': 'london kings cross', 'train-day': 'wednesday', 'train-arriveby': '12:00', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] i can book a room for you at avalon . [utterance_usr] i would like to book the room for 4 people , for 4 nights , starting saturday . please provide me with the reference number .

[context] {'restaurant-food': 'african', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'centre', 'hotel-area': 'dontcare', 'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-stars': '3', 'hotel-internet': 'yes'} [utterance_sys] great , i have found 2 hotel -s meeting that criteria . how many days were you spending at the hotel and how many people will be residing with you ? [utterance_usr] i need a hotel for 2 people on 4 nights starting on friday [belief_state] {'restaurant-food': 'african', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'centre', 'hotel-book day': 'friday', 'hotel-book people': '2', 'hotel-book stay': '4', 'hotel-area': 'dontcare', 'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-stars': '3', 'hotel-internet': 'yes'}

[context] {'hotel-book day': 'tuesday', 'hotel-book people': '7', 'hotel-book stay': '5', 'hotel-area': 'west', 'hotel-stars': '4', 'train-book people': '7', 'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-arriveby': '08:45', 'train-departure': 'london liverpool street'} [utterance_sys] have a great time . [utterance_usr] thank you for your help . [belief_state] {'hotel-book day': 'tuesday', 'hotel-book people': '7', 'hotel-book stay': '5', 'hotel-area': 'west', 'hotel-stars': '4', 'train-book people': '7', 'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-arriveby': '08:45', 'train-departure': 'london liverpool street'}

[context] {'attraction-name': 'trinity college'} [utterance_sys] you are welcome . what else can i help you with ? [utterance_usr] would you be able to assist me with finding a room at a 4 star rated hotel or guest house ?

[context] {'restaurant-area': 'centre', 'attraction-type': 'college', 'attraction-name': 'christ college', 'attraction-area': 'centre'} [utterance_sys] sure , there are many nearby , do you have a type of cuisine you are looking for or a price range to look at ? [utterance_usr] i would like something moderate -ly priced . [belief_state] {'restaurant-pricerange': 'moderate', 'restaurant-area': 'centre', 'attraction-type': 'college', 'attraction-name': 'christ college', 'attraction-area': 'centre'}

[context] {'restaurant-book day': 'wednesday', 'restaurant-book people': '5', 'restaurant-book time': '18:15', 'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'tandoori palace', 'restaurant-area': 'west', 'train-leaveat': '10:30', 'train-destination': 'peterborough', 'train-day': 'thursday', 'train-departure': 'cambridge'} [utterance_sys] is there anything else i can help you with today ? [utterance_usr] could you tell me the travel time on that train ? [belief_state] {'restaurant-book day': 'wednesday', 'restaurant-book people': '5', 'restaurant-book time': '18:15', 'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'tandoori palace', 'restaurant-area': 'west', 'train-leaveat': '10:30', 'train-destination': 'peterborough', 'train-day': 'thursday', 'train-departure': 'cambridge'}

[context] {'hotel-area': 'south', 'hotel-stars': '3', 'hotel-parking': 'yes', 'hotel-pricerange': 'cheap', 'hotel-book stay': '5', 'hotel-book day': 'sunday', 'hotel-book people': '5', 'hotel-name': 'bridge guest house', 'hotel-internet': 'yes'} [utterance_sys] you are all booked ! reference number is ys36a4bs . is there anything else i can help with ? [utterance_usr] i will also need a train departing from cambridge on the same day leaving after 09:45 .

[context] {'hotel-book day': 'wednesday', 'hotel-book people': '4', 'hotel-book stay': '2', 'hotel-area': 'dontcare', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '3', 'hotel-type': 'guest house', 'train-destination': 'cambridge', 'train-day': 'wednesday'} [utterance_sys] sure , i can do that for you . where will you be departing from ? [utterance_usr] i will be leaving from kings lynn after 16:00 . [belief_state] {'hotel-book day': 'wednesday', 'hotel-book people': '4', 'hotel-book stay': '2', 'hotel-area': 'dontcare', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '3', 'hotel-type': 'guest house', 'train-leaveat': '16:00', 'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-departure': 'kings lynn'}

[context] {'restaurant-food': 'european', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'north', 'attraction-type': 'swimming pool'} [utterance_sys] sure let s have you go to the jesus green outdoor pool , it s in the north and they are between victoria road and the river . [utterance_usr] okay , thank you ! what is their phone number ? [belief_state] {'restaurant-food': 'european', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'north', 'attraction-type': 'swimming pool'}

[context] {'restaurant-name': 'golden house'} [utterance_sys] the golden house serves chinese cuisine and the price range is cheap . would you like me to place a reservation for you ? [utterance_usr] please let me think about it , in the meantime , can you tell me what guest houses include free parking ?

[context] {'restaurant-book day': 'tuesday', 'restaurant-book people': '1', 'restaurant-book time': '16:30', 'restaurant-food': 'modern european', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'de luca cucina and bar'} [utterance_sys] yes that certainly worked ! you are booked for 16:30 on tuesday and your reservation number is ibfe4s17 . [utterance_usr] thanks ! i am also looking for a guest house to stay at . i do not need free parking . [belief_state] {'restaurant-book day': 'tuesday', 'restaurant-book people': '1', 'restaurant-book time': '16:30', 'restaurant-food': 'modern european', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'de luca cucina and bar', 'hotel-parking': 'no', 'hotel-type': 'guest house'}

[context] {} [utterance_sys] [utterance_usr] can you help me find an expensive restaurant that serves british food ? [belief_state] {'restaurant-food': 'british', 'restaurant-pricerange': 'expensive'}

[context] {} [utterance_sys] [utterance_usr] i need a way to get to cambridge from norwich

[context] {} [utterance_sys] [utterance_usr] i need a train that leaves on tuesday and should depart from cambridge . [belief_state] {'train-day': 'tuesday', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] [utterance_usr] i need a train that leaves on sunday from london liverpool street . [belief_state] {'train-day': 'sunday', 'train-departure': 'london liverpool street'}

[context] {'attraction-type': 'museum', 'attraction-area': 'centre', 'attraction-name': 'castle galleries', 'train-destination': 'stevenage', 'train-departure': 'cambridge', 'train-day': 'sunday', 'train-leaveat': '17:30', 'train-book people': '4'} [utterance_sys] booking was successful , the total fee is 40.96 gbp payable at the station . reference number is : mvfn99uc . [utterance_usr] thanks a bunch ! i could not have done it without you . bye .

[context] {'restaurant-book day': 'tuesday', 'restaurant-book people': '6', 'restaurant-book time': '14:30', 'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'hakka', 'restaurant-area': 'north', 'train-destination': 'ely', 'train-day': 'tuesday', 'train-arriveby': '20:00', 'train-departure': 'cambridge'} [utterance_sys] i have that table reserved for you . the reference number is hfsfxr46 . may i help you with anything further ? [utterance_usr] no , that s all for me . thanks ! bye ! [belief_state] {'restaurant-book day': 'tuesday', 'restaurant-book people': '6', 'restaurant-book time': '14:30', 'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'hakka', 'restaurant-area': 'north', 'train-destination': 'ely', 'train-day': 'tuesday', 'train-arriveby': '20:00', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] [utterance_usr] hey , are there any good museums in town ? [belief_state] {'attraction-type': 'museum'}

[context] {'train-book people': '5', 'train-leaveat': '07:27', 'train-destination': 'london liverpool street', 'train-day': 'friday', 'train-departure': 'cambridge', 'restaurant-food': 'british', 'restaurant-pricerange': 'moderate'} [utterance_sys] yes , i have got 5 restaurant -s , 4 center and 1 in the west that serve british food . do you have a preference in location ? [utterance_usr] no , i do not . what would you recommend ?

[context] {'attraction-type': 'college', 'attraction-area': 'west'} [utterance_sys] there are 5 colleges in the west . 3 are free , the other 2 have entrance fees of 2.50 pounds . do the entrance fees affect your plans at all ? [utterance_usr] no , suggest 1 and let me know the fee and phone number . [belief_state] {'attraction-type': 'college', 'attraction-area': 'west'}

[context] {'hotel-area': 'south', 'hotel-internet': 'yes'} [utterance_sys] there are a handful of location -s in the area that suit your needs . i would recommend rosa s bed and breakfast , a 4 star hotel with free wifi at an affordable price . [utterance_usr] that sounds great , as long as it has free parking and is a guest house type of hotel . [belief_state] {'hotel-area': 'south', 'hotel-parking': 'yes', 'hotel-internet': 'yes', 'hotel-type': 'guest house'}

[context] {} [utterance_sys] a and b guest house is in the moderate price range . [utterance_usr] maybe , if possible , i would like a guest house that is also 4 star in the east in addition to being moderate .

[context] {'hotel-pricerange': 'moderate', 'hotel-internet': 'yes'} [utterance_sys] there are 17 . what part of town would you like to stay in ? [utterance_usr] no preference . it needs to have 3 stars and offer free wifi . [belief_state] {'hotel-pricerange': 'moderate', 'hotel-stars': '3', 'hotel-internet': 'yes'}

[context] {'restaurant-food': 'british', 'restaurant-area': 'centre'} [utterance_sys] there is not , i am sorry , could there be anything else ? [utterance_usr] oh no , my friend told me there was a really great british place in the centre . can you double check ? [belief_state] {'restaurant-food': 'british', 'restaurant-area': 'centre'}

[context] {'taxi-destination': 'vue cinema'} [utterance_sys] sure thing , when would you like to get there by ? [utterance_usr] i want to leave after 08:30 from la mimosa

[context] {'train-destination': 'cambridge', 'train-day': 'sunday', 'train-departure': 'broxbourne'} [utterance_sys] there are 19 trains running from broxbourne to cambridge on sunday . is there a particular time when you need to travel ? [utterance_usr] can you get me 1 that'll arrive by 18:30 ? [belief_state] {'train-destination': 'cambridge', 'train-day': 'sunday', 'train-departure': 'broxbourne'}

[context] {'taxi-destination': 'bangkok city', 'taxi-arriveby': '12:00'} [utterance_sys] i would be happy to help ! where are you coming from ? [utterance_usr] i am coming from jesus green outdoor pool . [belief_state] {'taxi-destination': 'bangkok city', 'taxi-departure': 'jesus green outdoor pool', 'taxi-arriveby': '12:00'}

[context] {'restaurant-book day': 'saturday', 'restaurant-book people': '2', 'restaurant-book time': '16:30', 'restaurant-food': 'turkish', 'restaurant-pricerange': 'moderate', 'train-day': 'saturday', 'train-arriveby': '08:15'} [utterance_sys] i am sorry . are we looking for a train or dining ? i have both for you . let me know . [utterance_usr] firat , lets book the anatolia for 2 people on saturday at 16:30 .

[context] {'taxi-leaveat': '02:15', 'taxi-destination': 'acorn guest house', 'taxi-departure': 'kings hedges learner pool', 'hotel-name': 'acorn guest house', 'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-internet': 'yes', 'attraction-type': 'swimming pool', 'attraction-name': 'kings hedges learner pool', 'attraction-area': 'north'} [utterance_sys] great ! i have a yellow toyota picking you up at 02:15 . the contact number is 07441551293 . is there anything else i can assist you with ? [utterance_usr] that s all . thank you for the help ! [belief_state] {'taxi-leaveat': '02:15', 'taxi-destination': 'acorn guest house', 'taxi-departure': 'kings hedges learner pool', 'hotel-name': 'acorn guest house', 'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-internet': 'yes', 'attraction-type': 'swimming pool', 'attraction-area': 'north'}

[context] {} [utterance_sys] [utterance_usr] are there any entertainment attractions in the centre of town ? [belief_state] {'attraction-type': 'entertainment', 'attraction-area': 'centre'}

[context] {'train-destination': 'birmingham new street', 'train-day': 'wednesday', 'train-arriveby': '16:45', 'restaurant-food': 'indian', 'restaurant-pricerange': 'cheap', 'restaurant-area': 'centre', 'restaurant-name': 'kohinoor', 'restaurant-book time': '11:15', 'restaurant-book day': 'wednesday', 'restaurant-book people': '1'} [utterance_sys] sure , when do you want to be picked up ? [utterance_usr] that was all i needed , thank you .

[context] {'train-leaveat': '09:15', 'train-destination': 'ely', 'train-day': 'monday', 'train-departure': 'cambridge'} [utterance_sys] would you like me to book this for you ? [utterance_usr] yes , please book it for me . [belief_state] {'train-leaveat': '09:15', 'train-destination': 'ely', 'train-day': 'monday', 'train-departure': 'cambridge'}

[context] {'restaurant-book day': 'monday', 'restaurant-book people': '5', 'restaurant-book time': '20:00', 'restaurant-food': 'lebanese', 'restaurant-name': 'ali baba', 'restaurant-area': 'centre', 'hotel-name': 'university arms hotel', 'hotel-area': 'centre', 'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-internet': 'no'} [utterance_sys] booking was successful . the table will be reserved for 15 minutes . reference number is : 66y5kk37 . [utterance_usr] thank you , that is all i need . have a good day . [belief_state] {'restaurant-book day': 'monday', 'restaurant-book people': '5', 'restaurant-book time': '20:00', 'restaurant-food': 'lebanese', 'restaurant-name': 'ali baba', 'restaurant-area': 'centre', 'hotel-name': 'university arms hotel', 'hotel-area': 'centre', 'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-internet': 'no'}

[context] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'cheap', 'attraction-name': 'churchills college', 'restaurant-area': 'centre'} [utterance_sys] there are a number of inexpensive options in that area . i can give you some information if you let me know what type of food you would like . [utterance_usr] i would like asian oriental food .

[context] {} [utterance_sys] [utterance_usr] i am looking for a danish restaurant [belief_state] {'restaurant-food': 'danish'}

[context] {} [utterance_sys] okay , how can i help you ? [utterance_usr] im looking for an expensive restaurant that serves italian food [belief_state] {'restaurant-food': 'italian', 'restaurant-pricerange': 'expensive'}

[context] {'hotel-type': 'guest house', 'hotel-internet': 'yes', 'hotel-name': 'allenbell', 'hotel-area': 'east', 'hotel-stars': '4', 'hotel-book day': 'monday', 'hotel-book stay': '4', 'hotel-book people': '2'} [utterance_sys] your reference number is kt4ug66c . [utterance_usr] thanks so much . i am all set . bye .

[context] {'attraction-name': 'lynne strover gallery', 'attraction-area': 'west', 'train-book people': '7', 'train-destination': 'norwich', 'train-day': 'sunday', 'train-arriveby': '07:15'} [utterance_sys] the postcode is cb30aq . can i help you with anything else today ? [utterance_usr] great , thanks . you answered all my questions and were very helpful . have a good day . bye . [belief_state] {'attraction-name': 'lynne strover gallery', 'attraction-area': 'west', 'train-book people': '7', 'train-destination': 'norwich', 'train-day': 'sunday', 'train-arriveby': '07:15'}

[context] {'hotel-book day': 'tuesday', 'hotel-book people': '8', 'hotel-book stay': '4', 'hotel-name': 'home from home', 'hotel-area': 'north', 'hotel-pricerange': 'dontcare', 'hotel-stars': '4', 'hotel-type': 'guest house'} [utterance_sys] will you need a restaurant booking or attraction information ? i can also help with transportation . [utterance_usr] no that will be all . [belief_state] {'hotel-book day': 'tuesday', 'hotel-book people': '8', 'hotel-book stay': '4', 'hotel-name': 'home from home', 'hotel-area': 'north', 'hotel-pricerange': 'dontcare', 'hotel-stars': '4', 'hotel-type': 'guest house'}

[context] {'hotel-pricerange': 'moderate', 'hotel-parking': 'yes', 'hotel-type': 'guest house'} [utterance_sys] i have the archway house , it is a guest house in the moderate price range and has free parking . [utterance_usr] what is the full phone number and area code of the archway house ? also , is there a persian restaurant near the centre of the location ?

[context] {} [utterance_sys] [utterance_usr] can you help me find a russian restaurant ? [belief_state] {'restaurant-food': 'russian'}

[context] {'restaurant-book day': 'monday', 'restaurant-book people': '5', 'restaurant-book time': '16:15', 'restaurant-food': 'european', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'michaelhouse cafe', 'restaurant-area': 'centre', 'train-destination': 'cambridge', 'train-day': 'monday', 'train-arriveby': '13:30', 'train-departure': 'london kings cross'} [utterance_sys] how many people would you like to book it for ? [utterance_usr] 5 people [belief_state] {'restaurant-book day': 'monday', 'restaurant-book people': '5', 'restaurant-book time': '16:15', 'restaurant-food': 'european', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'michaelhouse cafe', 'restaurant-area': 'centre', 'train-book people': '5', 'train-destination': 'cambridge', 'train-day': 'monday', 'train-arriveby': '13:30', 'train-departure': 'london kings cross'}

[context] {'attraction-type': 'college', 'attraction-name': 'christ college', 'hotel-area': 'south', 'hotel-internet': 'dontcare'} [utterance_sys] do you have a specific price range ? [utterance_usr] yes , i would like it to be in the moderate price range with a star of 3 .

[context] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'lucky star', 'restaurant-area': 'south'} [utterance_sys] the phone number is 01223244277 , address is cambridge leisure park clifton way cherry hinton , and postcode is cb17dy . [utterance_usr] i also am looking for a hotel with a 4 star rating . [belief_state] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'lucky star', 'restaurant-area': 'south', 'hotel-stars': '4'}

[context] {'hotel-area': 'west', 'hotel-stars': '2', 'train-book people': '7', 'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-arriveby': '08:45', 'train-departure': 'london liverpool street'} [utterance_sys] i do not have any 2 star hotel -s in that area . would you like a different area or a higher rated hotel ? [utterance_usr] do you have 1 with a star of 4 ? [belief_state] {'hotel-area': 'west', 'hotel-stars': '4', 'train-book people': '7', 'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-arriveby': '08:45', 'train-departure': 'london liverpool street'}

[context] {'train-destination': 'cambridge', 'train-day': 'monday', 'train-arriveby': '16:45', 'train-departure': 'birmingham new street'} [utterance_sys] tr3387 will get you there in time . would you like me to book it for you ? [utterance_usr] can you tell me the price and the train id ?

[context] {'train-destination': 'peterborough', 'train-day': 'sunday', 'train-arriveby': '17:15', 'train-departure': 'cambridge'} [utterance_sys] i have train tr1086 that leaves at 16:06 and will have you in peterborough at 16:56 . would this work for you ? [utterance_usr] yes , that will be fine can you get me a ticket ? [belief_state] {'train-destination': 'peterborough', 'train-day': 'sunday', 'train-arriveby': '17:15', 'train-departure': 'cambridge'}

[context] {'taxi-leaveat': '22:00', 'taxi-destination': 'lynne strover gallery', 'taxi-departure': 'university arms hotel', 'hotel-book day': 'saturday', 'hotel-book people': '1', 'hotel-book stay': '3', 'hotel-name': 'university arms hotel', 'attraction-type': 'museum', 'attraction-area': 'west'} [utterance_sys] ok . i was able to book a yellow bmw for you . the contact number is 07465102447 . [utterance_usr] thanks for all of your help ! [belief_state] {'taxi-leaveat': '22:00', 'taxi-destination': 'lynne strover gallery', 'taxi-departure': 'university arms hotel', 'hotel-book day': 'saturday', 'hotel-book people': '1', 'hotel-book stay': '3', 'hotel-name': 'university arms hotel', 'attraction-type': 'museum', 'attraction-area': 'west'}

[context] {'attraction-type': 'park', 'attraction-area': 'south', 'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-arriveby': '18:30', 'train-departure': 'birmingham new street', 'attraction-name': 'wandlebury country park'} [utterance_sys] yes , wandlebury country park s postcode is cb223ae . [utterance_usr] thanks . i think that s everything i need !

[context] {'attraction-type': 'nightclub', 'attraction-name': 'club salsa', 'attraction-area': 'centre', 'train-destination': 'london kings cross', 'train-day': 'wednesday', 'train-arriveby': '12:00', 'train-departure': 'cambridge'} [utterance_sys] yes , it is tr3702 . how many tickets do you need ? [utterance_usr] actually , i do not think i will book that train just yet . thank you for all the info . that s all i needed . goodbye ! [belief_state] {'attraction-type': 'nightclub', 'attraction-name': 'club salsa', 'attraction-area': 'centre', 'train-destination': 'london kings cross', 'train-day': 'wednesday', 'train-arriveby': '12:00', 'train-departure': 'cambridge'}

[context] {'attraction-area': 'centre', 'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-arriveby': '11:15', 'train-departure': 'ely'} [utterance_sys] there are 44 different attractions in the centre . can you narrow down your choices ? [utterance_usr] i think whatever you think is the best place , just choose that . i am not picky . [belief_state] {'attraction-type': 'dontcare', 'attraction-area': 'centre', 'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-arriveby': '11:15', 'train-departure': 'ely'}

[context] {} [utterance_sys] [utterance_usr] hi ! i am really excited about visiting soon and would like to go to a restaurant in the centre that serves european food . can you help me ?

[context] {} [utterance_sys] [utterance_usr] i am looking for a steakhouse restaurant in the east part of town . [belief_state] {'restaurant-food': 'steakhouse', 'restaurant-area': 'east'}

[context] {} [utterance_sys] [utterance_usr] what is that european food place s address ? [belief_state] {'restaurant-food': 'european'}

[context] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'jinling noodle bar', 'restaurant-area': 'centre', 'train-day': 'tuesday', 'train-departure': 'ely', 'train-book people': '1', 'train-leaveat': '16:45'} [utterance_sys] i can book that for you , but i need to first confirm that you are going from ely to cambridge ? [utterance_usr] yes , that s correct . ely to cambridge on tuesday , for 1 person , and it needs to leave sometime after 16:45 .

[context] {'hotel-book day': 'friday', 'hotel-book people': '6', 'hotel-book stay': '4', 'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '2', 'attraction-type': 'college'} [utterance_sys] yes sure jesus college is located on jesus lane in the city s center and is free to enter . their telephone number is 01223339485 . [utterance_usr] thank you for the information . that s what i needed to know . [belief_state] {'hotel-book day': 'friday', 'hotel-book people': '6', 'hotel-book stay': '4', 'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '2', 'attraction-type': 'college'}

[context] {'hotel-parking': 'yes', 'hotel-pricerange': 'cheap', 'hotel-stars': '4'} [utterance_sys] the allenbell is located at 517a coldham lane , and their postcode is cb13js . the phone number is 01223210353 . is there anything else i can do for you today ? [utterance_usr] yes , i need a train to ely from cambridge on sunday , leaving at 11:30 . [belief_state] {'hotel-parking': 'yes', 'hotel-pricerange': 'cheap', 'hotel-stars': '4', 'train-leaveat': '11:30', 'train-destination': 'cambridge', 'train-day': 'sunday', 'train-departure': 'ely'}

[context] {} [utterance_sys] [utterance_usr] hello , i am looking for information on a hotel called hobsons house .

[context] {} [utterance_sys] [utterance_usr] hello , i am looking for an expensive restaurant that is on the east side of town . [belief_state] {'restaurant-pricerange': 'expensive', 'restaurant-area': 'east'}

[context] {'attraction-type': 'museum', 'attraction-area': 'centre'} [utterance_sys] there are 11 museums there . i would recommend the castle galleries , located at unit su43 , grand arcade , saint andrews street . entrance is free there , too . need an alternate recommendation ? [utterance_usr] no , that sounds fine . could i get the phone number ? [belief_state] {'attraction-type': 'museum', 'attraction-area': 'centre'}

[context] {'restaurant-food': 'scandinavian', 'restaurant-area': 'east'} [utterance_sys] i am sorry there are no restaurant -s serving scandinavian food . is there another type of food you might like to try ? [utterance_usr] how about indian food ?

[context] {'restaurant-area': 'centre'} [utterance_sys] there are 69 different place -s to choose from . what type of food would you like ? [utterance_usr] it does not matter as long as it is cheap . [belief_state] {'restaurant-food': 'dontcare', 'restaurant-pricerange': 'cheap', 'restaurant-area': 'centre'}

[context] {'attraction-type': 'nightclub', 'attraction-name': 'club salsa', 'attraction-area': 'dontcare'} [utterance_sys] club salsa s address is 1 station road and their phone number is 07782218745 . [utterance_usr] okay , great ! thanks for your help ! [belief_state] {'attraction-type': 'nightclub', 'attraction-name': 'club salsa', 'attraction-area': 'dontcare'}

[context] {'attraction-name': 'cambridge artworks', 'hotel-area': 'east'} [utterance_sys] there are 7 different place -s to stay in the east . could you narrow down what you are looking for a bit ? what price range are you looking for ? [utterance_usr] yes , it should be in the cheap price range and i do not require internet .

[context] {} [utterance_sys] [utterance_usr] i am looking for a cheap place to stay in the east . [belief_state] {'hotel-area': 'east', 'hotel-pricerange': 'cheap'}

[context] {'train-leaveat': '15:15', 'train-day': 'friday', 'train-departure': 'london liverpool street'} [utterance_sys] there is a train at 15:39 and every other hour after that . [utterance_usr] i would like to book it for friday for 7 people and will need a reference number . [belief_state] {'train-book people': '7', 'train-leaveat': '15:15', 'train-day': 'friday', 'train-departure': 'london liverpool street'}

[context] {} [utterance_sys] your car type is the grey skoda and its contact number is 07506457479 . [utterance_usr] i need to go to travellers rest . is that ok ?

[context] {'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '4', 'hotel-internet': 'yes', 'attraction-type': 'college', 'attraction-area': 'north'} [utterance_sys] i am sorry , there are none in the north , would you like to try a different area ? [utterance_usr] sure , i would like to explore other area -s of town . any recommendations ? [belief_state] {'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '4', 'hotel-internet': 'yes', 'attraction-type': 'college', 'attraction-area': 'dontcare'}

[context] {'restaurant-book day': 'sunday', 'restaurant-book people': '3', 'restaurant-book time': '14:00', 'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'yu garden'} [utterance_sys] for 14:00 , booking was successful . the table will be reserved for 15 minutes . reference number is : nhcrn6ds . [utterance_usr] thanks . i am also looking for a guest house that include -s free wifi and free parking . [belief_state] {'restaurant-book day': 'sunday', 'restaurant-book people': '3', 'restaurant-book time': '14:00', 'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'yu garden', 'hotel-parking': 'yes', 'hotel-internet': 'yes', 'hotel-type': 'guest house'}

[context] {'attraction-area': 'centre', 'attraction-type': 'nightclub', 'train-departure': 'peterborough', 'train-day': 'friday', 'train-leaveat': '19:19', 'train-book people': '2'} [utterance_sys] you have 2 seats with reference number l2klg459 . total fee is 33 gb , payable at the station . can i be of further help today ? [utterance_usr] that s all . thanks .

[context] {'attraction-name': 'lynne strover gallery', 'attraction-area': 'west', 'train-book people': '7', 'train-destination': 'norwich', 'train-day': 'sunday', 'train-arriveby': '07:15'} [utterance_sys] the postcode is cb30aq . can i help you with anything else today ? [utterance_usr] great , thanks . you answered all my questions and were very helpful . have a good day . bye . [belief_state] {'attraction-name': 'lynne strover gallery', 'attraction-area': 'west', 'train-book people': '7', 'train-destination': 'norwich', 'train-day': 'sunday', 'train-arriveby': '07:15'}

[context] {} [utterance_sys] [utterance_usr] what is the closest 4 star hotel with free wifi ? [belief_state] {'hotel-stars': '4', 'hotel-internet': 'yes'}

[context] {} [utterance_sys] [utterance_usr] i would like for you to find a place to stay that has both free wifi and free parking .

[context] {'hotel-parking': 'yes', 'hotel-stars': '0'} [utterance_sys] i have 20 star guest houses with free parking . 1 is in the north and the other is in the centre . should i book 1 of them for you ? [utterance_usr] actually , i need it to have free parking and free wifi . do you have any hotel -s with these amenities ? [belief_state] {'hotel-parking': 'yes', 'hotel-stars': '0', 'hotel-internet': 'yes'}

[context] {'restaurant-book day': 'sunday', 'restaurant-book people': '6', 'restaurant-book time': '15:15', 'restaurant-food': 'italian', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'zizzi cambridge', 'restaurant-area': 'centre', 'attraction-type': 'museum', 'attraction-name': 'broughton house gallery', 'attraction-area': 'centre'} [utterance_sys] is there anything else that i can help you with ? [utterance_usr] that was everything . thanks ! [belief_state] {'restaurant-book day': 'sunday', 'restaurant-book people': '6', 'restaurant-book time': '15:15', 'restaurant-food': 'italian', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'zizzi cambridge', 'restaurant-area': 'centre', 'attraction-type': 'museum', 'attraction-name': 'broughton house gallery', 'attraction-area': 'centre'}

[context] {'hotel-name': 'kirkwood house', 'attraction-name': 'tenpin'} [utterance_sys] before i let you go , i just want to make sure that you do not need anymore info or a booking on the attraction or hotel ? [utterance_usr] that s all , folks ! i appreciate your help .

[context] {'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-internet': 'yes', 'hotel-type': 'hotel'} [utterance_sys] i like the express by holiday inn cambridge . can i get you some more information on that 1 ? [utterance_usr] no , let s just book it . [belief_state] {'hotel-name': 'express by holiday inn cambridge', 'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-internet': 'yes', 'hotel-type': 'hotel'}

[context] {'restaurant-food': 'indian', 'restaurant-name': 'meghna', 'restaurant-area': 'west'} [utterance_sys] awesome , thank you for spending time in cambridge . [utterance_usr] it s 1 of my favorite place -s to visit . thanks . goodbye . [belief_state] {'restaurant-food': 'indian', 'restaurant-name': 'meghna', 'restaurant-area': 'west'}

[context] {} [utterance_sys] [utterance_usr] i need a taxi to leave from the gallery at 12 a high street to arrive by 15:30

[context] {'taxi-destination': 'pembroke college', 'taxi-departure': 'primavera'} [utterance_sys] great , do you have a leave by , or an arrival time in mind ? [utterance_usr] i want to leave by 9:15 . i also need to know the car type and contact number . [belief_state] {'taxi-leaveat': '09:15', 'taxi-destination': 'pembroke college', 'taxi-departure': 'primavera'}

[context] {'restaurant-book day': 'wednesday', 'restaurant-book people': '8', 'restaurant-book time': '14:30', 'restaurant-food': 'italian', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'frankie and bennys', 'restaurant-area': 'south', 'train-leaveat': '10:00', 'train-destination': 'ely', 'train-departure': 'cambridge'} [utterance_sys] there is 1 that leaves at 11:50 arriving at 12:07 . would that work for you ? [utterance_usr] it does and could you please book it for 15 people and could you also give me the reference number ? [belief_state] {'restaurant-book day': 'wednesday', 'restaurant-book people': '8', 'restaurant-book time': '14:30', 'restaurant-food': 'italian', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'frankie and bennys', 'restaurant-area': 'south', 'train-leaveat': '11:50', 'train-destination': 'ely', 'train-departure': 'cambridge'}

[context] {'attraction-type': 'architecture', 'attraction-name': 'all saints church', 'attraction-area': 'centre', 'train-destination': 'cambridge'} [utterance_sys] where will you be leaving from ? and what day ? [utterance_usr] i am leaving london kings cross on monday after 17:45 .

[context] {'train-destination': 'ely', 'train-arriveby': '20:00'} [utterance_sys] i have 1 that will arrive by 18:07 . do you have the day you would like to travel ? [utterance_usr] yes , i would like to travel on tuesday , departing from cambridge please . [belief_state] {'train-destination': 'ely', 'train-day': 'tuesday', 'train-arriveby': '20:00', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] sure , in what area of town were you looking to stay in ? what is your price range ? [utterance_usr] i am not looking for a specific area but i would like it to be a 2 star and expensive please . [belief_state] {'hotel-area': 'dontcare', 'hotel-pricerange': 'expensive', 'hotel-stars': '2'}

[context] {'attraction-type': 'nightclub', 'attraction-area': 'south', 'attraction-name': 'the place', 'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-departure': 'london kings cross', 'train-arriveby': '16:30'} [utterance_sys] i have train tr0397 that will be departing at 15:17 and will arrive by 16:08 . do you think that would work for you ? [utterance_usr] possibly . i could probably figure it out from the times , but could you just tell me how long the train trip is ?

[context] {'attraction-type': 'museum', 'attraction-area': 'west', 'train-leaveat': '08:30', 'train-destination': 'ely', 'train-day': 'saturday', 'train-departure': 'cambridge'} [utterance_sys] i have the tr3177 train leaving at 09:50 on sunday , would that work ? [utterance_usr] i actually need to leave on saturday . is there something leaving at a similar time ? [belief_state] {'attraction-type': 'museum', 'attraction-area': 'west', 'train-leaveat': '08:30', 'train-destination': 'ely', 'train-day': 'saturday', 'train-departure': 'cambridge'}

[context] {'restaurant-book day': 'wednesday', 'restaurant-book people': '5', 'restaurant-book time': '16:45', 'restaurant-name': 'cow pizza kitchen and bar', 'train-destination': 'london kings cross', 'train-day': 'monday', 'train-arriveby': '08:00', 'train-departure': 'cambridge'} [utterance_sys] the train is tr2289 . the fare is 23.60 pounds . do you need more information ? [utterance_usr] that was all i needed to know . thank you , goodbye . [belief_state] {'restaurant-book day': 'wednesday', 'restaurant-book people': '5', 'restaurant-book time': '16:45', 'restaurant-name': 'cow pizza kitchen and bar', 'train-destination': 'london kings cross', 'train-day': 'monday', 'train-arriveby': '08:00', 'train-departure': 'cambridge'}

[context] {'train-destination': 'cambridge', 'train-day': 'friday', 'train-arriveby': '10:30', 'train-departure': 'london kings cross'} [utterance_sys] the total time traveled on this train is 51 minutes . would you like me to book it for you ? [utterance_usr] no . i do need a 4 star hotel , free wifi .

[context] {} [utterance_sys] [utterance_usr] i am looking for a 4 star hotel . [belief_state] {'hotel-stars': '4'}

[context] {'train-leaveat': '21:50', 'train-destination': 'ely', 'train-day': 'wednesday', 'train-departure': 'cambridge'} [utterance_sys] the train id is tr8533 . is there anything else i can help you with ? [utterance_usr] can you also help me find a 2 star hotel to stay at ? [belief_state] {'hotel-stars': '2', 'train-leaveat': '21:50', 'train-destination': 'ely', 'train-day': 'wednesday', 'train-departure': 'cambridge'}

[context] {'hotel-parking': 'yes', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'hotel-area': 'dontcare', 'hotel-name': 'archway house'} [utterance_sys] the archway guest house is moderate -ly priced . would you like to book a room ? [utterance_usr] yes . i am looking for an indian restaurant in the cheap price range .

[context] {} [utterance_sys] [utterance_usr] i am looking for a restaurant in cambridge that serves indian food and is in the higher price range . could you give me information on this kind of restaurant ? [belief_state] {'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive'}

[context] {} [utterance_sys] [utterance_usr] yes i am looking for a moderate -ly priced italian restaurant . [belief_state] {'restaurant-food': 'italian', 'restaurant-pricerange': 'moderate'}

[context] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'jinling noodle bar', 'restaurant-area': 'centre', 'train-day': 'tuesday', 'train-departure': 'ely', 'train-book people': '1', 'train-leaveat': '16:45', 'train-destination': 'cambridge'} [utterance_sys] do you need help with anything else ? [utterance_usr] i am good , thanks for your help !

[context] {'restaurant-book day': 'friday', 'restaurant-book people': '5', 'restaurant-book time': '12:00', 'restaurant-name': 'golden curry', 'train-destination': 'cambridge', 'train-arriveby': '09:30', 'train-departure': 'broxbourne'} [utterance_sys] you are welcome . i was glad to assist you . [utterance_usr] please call again if you need more help . [belief_state] {'restaurant-book day': 'friday', 'restaurant-book people': '5', 'restaurant-book time': '12:00', 'restaurant-name': 'golden curry', 'train-destination': 'cambridge', 'train-arriveby': '09:30', 'train-departure': 'broxbourne'}

[context] {'attraction-name': 'lynne strover gallery', 'attraction-area': 'west', 'train-book people': '7', 'train-destination': 'norwich', 'train-day': 'sunday', 'train-arriveby': '07:15'} [utterance_sys] the postcode is cb30aq . can i help you with anything else today ? [utterance_usr] great , thanks . you answered all my questions and were very helpful . have a good day . bye . [belief_state] {'attraction-name': 'lynne strover gallery', 'attraction-area': 'west', 'train-book people': '7', 'train-destination': 'norwich', 'train-day': 'sunday', 'train-arriveby': '07:15'}

[context] {} [utterance_sys] i have several options for you . the yu garden is in the east area , i can book a reservation for you , how many people will be dining ? [utterance_usr] i do not know . i also want to know about an attraction called churchill college .

[context] {} [utterance_sys] i have a lot of information about hotel -s in the area . do you know what part of the city you would like to go to ? [utterance_usr] i am looking for information on the worth house . [belief_state] {'hotel-name': 'worth house'}

[context] {'attraction-type': 'college'} [utterance_sys] is there a particular area you are looking for a college in ? christ s college is in the centre area , it is located on saint andrew s street . [utterance_usr] could you give me the address for it ? [belief_state] {'attraction-type': 'college', 'attraction-name': 'christ college'}

[context] {'train-book people': '5', 'train-leaveat': '07:27', 'train-destination': 'london liverpool street', 'train-day': 'friday', 'train-departure': 'cambridge', 'restaurant-food': 'british', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'the oak bistro', 'restaurant-book people': '5'} [utterance_sys] can you please verify the date and time you would like the booking ? [utterance_usr] i would like it for thursday at 10:45 .

[context] {'restaurant-food': 'asian oriental', 'restaurant-area': 'centre'} [utterance_sys] we have 4 options . which is your price range ? [utterance_usr] i do not really have a price range i just need a table for 2 at 17:00 on wednesday . pick your favorite and let me know ! [belief_state] {'restaurant-book day': 'wednesday', 'restaurant-book people': '2', 'restaurant-book time': '17:00', 'restaurant-food': 'asian oriental', 'restaurant-name': 'yippee noodle bar', 'restaurant-area': 'centre'}

[context] {'hotel-book people': '3', 'hotel-book stay': '3', 'hotel-name': 'rosas bed and breakfast', 'hotel-area': 'south', 'hotel-pricerange': 'cheap', 'train-book people': '3', 'train-leaveat': '21:15', 'train-destination': 'birmingham new street', 'train-day': 'wednesday', 'train-departure': 'cambridge'} [utterance_sys] what day does your stay begin ? [utterance_usr] i would like it for wednesday [belief_state] {'hotel-book day': 'wednesday', 'hotel-book people': '3', 'hotel-book stay': '3', 'hotel-name': 'rosas bed and breakfast', 'hotel-area': 'south', 'hotel-pricerange': 'cheap', 'train-book people': '3', 'train-leaveat': '21:15', 'train-destination': 'birmingham new street', 'train-day': 'wednesday', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] where will you be leaving from and what is your destination ? [utterance_usr] i am leaving from scudamores punting co and want to go to the slug and lettuce .

[context] {'restaurant-food': 'turkish', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'anatolia', 'attraction-type': 'swimming pool', 'attraction-name': 'kings hedges learner pool', 'attraction-area': 'dontcare'} [utterance_sys] where will the taxi be leaving from and going to ? [utterance_usr] the restaurant and the swimming pool of course . i want to leave the restaurant by 5:15 sharp [belief_state] {'taxi-leaveat': '05:15', 'taxi-destination': 'kings hedges learner pool', 'taxi-departure': 'anatolia', 'restaurant-food': 'turkish', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'anatolia', 'attraction-type': 'swimming pool', 'attraction-name': 'kings hedges learner pool', 'attraction-area': 'dontcare'}

[context] {'hotel-name': 'dontcare', 'hotel-area': 'north', 'hotel-pricerange': 'moderate', 'hotel-stars': '3', 'hotel-type': 'hotel'} [utterance_sys] there are no matches , would you like to check other location -s ? [utterance_usr] there are no 3 star hotel -s in the north with a moderate price ? [belief_state] {'hotel-name': 'dontcare', 'hotel-area': 'north', 'hotel-pricerange': 'moderate', 'hotel-stars': '3'}

[context] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'attraction-name': 'churchills college'} [utterance_sys] churchill college is in the west and it s free to enter . did you need any specific information about this college ? [utterance_usr] i need the phone number please ?

[context] {'hotel-name': 'huntingdon marriott hotel'} [utterance_sys] yes , they have internet available . [utterance_usr] what type of hotel is it ? and what is the post code ? [belief_state] {'hotel-name': 'huntingdon marriott hotel'}

[context] {'restaurant-pricerange': 'expensive', 'restaurant-area': 'west'} [utterance_sys] we have several to choose from . did you have a specific cuisine in mind ? [utterance_usr] i want indian food . [belief_state] {'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'west'}

[context] {'attraction-type': 'park', 'attraction-area': 'centre', 'attraction-name': 'cambridge university botanic gardens', 'train-departure': 'norwich', 'train-leaveat': '11:45', 'train-day': 'thursday'} [utterance_sys] i have the tr6590 leaving at 12:16 how many tickets please ? [utterance_usr] actually , i only need the information for today . i do not want to purchase yet . can i get the arrival time and price for that train ?

[context] {'train-destination': 'london liverpool street', 'train-day': 'thursday', 'train-departure': 'cambridge'} [utterance_sys] yes i can book that for you . how many people will be needing tickets ? [utterance_usr] i need tickets for 8 people . [belief_state] {'train-book people': '8', 'train-destination': 'london liverpool street', 'train-day': 'thursday', 'train-departure': 'cambridge'}

[context] {'train-destination': 'peterborough', 'train-arriveby': '17:15'} [utterance_sys] i have several choices , do you have a time for your departure ? [utterance_usr] i am looking for a train arriving in peterborough . [belief_state] {'train-destination': 'peterborough', 'train-arriveby': '17:15'}

[context] {} [utterance_sys] is there an area or activity you prefer ? i have many options such as museums , architecture etc . [utterance_usr] i would like to visit a museum . could you suggest 1 ? any area is fine .

[context] {'restaurant-book day': 'sunday', 'restaurant-book people': '7', 'restaurant-book time': '14:45', 'restaurant-name': 'graffiti'} [utterance_sys] i have booked your reservation at graffiti for sunday 18 and 06 and 2017 for 7 people . reference number 3gq3itlz . [utterance_usr] excellent . i am also looking for a place to stay . it should have free parking and free wifi . [belief_state] {'restaurant-book day': 'sunday', 'restaurant-book people': '7', 'restaurant-book time': '14:45', 'restaurant-name': 'graffiti', 'hotel-parking': 'yes', 'hotel-internet': 'yes'}

[context] {'hotel-book day': 'friday', 'hotel-book people': '6', 'hotel-book stay': '4', 'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '2'} [utterance_sys] i have booked you a room at ashley hotel for 6 people for 4 nights beginning friday . your reference number is 5yay9t1k . can i help you with anything else ? [utterance_usr] i would also like information on jesus college [belief_state] {'hotel-book day': 'friday', 'hotel-book people': '6', 'hotel-book stay': '4', 'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '2', 'attraction-type': 'college'}

[context] {'taxi-departure': 'centre', 'taxi-leaveat': '11:45', 'train-destination': 'leicester', 'train-departure': 'cambridge', 'train-day': 'wednesday', 'train-arriveby': '21:00'} [utterance_sys] the train id is tr0677 . [utterance_usr] can you book it for me ?

[context] {'train-leaveat': '21:50', 'train-destination': 'ely', 'train-day': 'wednesday', 'train-departure': 'cambridge'} [utterance_sys] the train id is tr8533 . is there anything else i can help you with ? [utterance_usr] can you also help me find a 2 star hotel to stay at ? [belief_state] {'hotel-stars': '2', 'train-leaveat': '21:50', 'train-destination': 'ely', 'train-day': 'wednesday', 'train-departure': 'cambridge'}

[context] {'restaurant-book day': 'wednesday', 'restaurant-book people': '1', 'restaurant-book time': '15:30', 'restaurant-food': 'italian', 'restaurant-pricerange': 'expensive'} [utterance_sys] booking was successful . the table will be reserved for 15 minutes . reference number is : ayqo5zte . can i help you with anything else ? [utterance_usr] i will also need a train [belief_state] {'restaurant-book day': 'wednesday', 'restaurant-book people': '1', 'restaurant-book time': '15:30', 'restaurant-food': 'italian', 'restaurant-pricerange': 'expensive'}

[context] {'hotel-pricerange': 'moderate', 'hotel-stars': '4', 'hotel-internet': 'yes'} [utterance_sys] i only have guest houses matching that criteria . would you like me to book 1 for you ? [utterance_usr] could you check 1 more time . moderate , free parking , free wifi , and 4 stars .

[context] {'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-stars': '4', 'hotel-internet': 'yes', 'attraction-type': 'swimming pool', 'attraction-area': 'north'} [utterance_sys] unfortunately , i do not have any that are in the expensive range . i have several 4 star moderate -ly priced hotel -s or can i look for something else for you ? [utterance_usr] on the swimming pool , what s the phone number and entrance fee ? [belief_state] {'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-stars': '4', 'hotel-internet': 'yes', 'attraction-type': 'swimming pool', 'attraction-area': 'north'}

[context] {'taxi-destination': 'worth house', 'taxi-departure': 'rajmahal'} [utterance_sys] i'll need to know when you would like to leave rajmahal or arrive at the worth house first . [utterance_usr] the taxi should arrive at the rajmahal by 16:15 [belief_state] {'taxi-destination': 'worth house', 'taxi-departure': 'rajmahal', 'taxi-arriveby': '16:15'}

[context] {'attraction-type': 'boat', 'attraction-area': 'dontcare', 'restaurant-food': 'indian', 'restaurant-area': 'centre', 'restaurant-name': 'curry garden', 'restaurant-book time': '13:45', 'restaurant-book day': 'saturday', 'restaurant-book people': '3'} [utterance_sys] i have you booked at 13:45 on saturday . your reference number is rerxdpmf . can i help you with anything else ? [utterance_usr] nope ! that should do it , thanks !

[context] {'hotel-book day': 'wednesday', 'hotel-book people': '7', 'hotel-book stay': '3', 'hotel-name': 'bridge guest house', 'hotel-area': 'south', 'hotel-pricerange': 'moderate', 'hotel-stars': '3', 'hotel-type': 'guest house', 'attraction-type': 'museum', 'attraction-area': 'east'} [utterance_sys] congratulations ! your hotel was booked with the reference number 89rkan7m . is there anything else i can help you with today ? [utterance_usr] no , you've been great . [belief_state] {'hotel-book day': 'wednesday', 'hotel-book people': '7', 'hotel-book stay': '3', 'hotel-name': 'bridge guest house', 'hotel-area': 'south', 'hotel-pricerange': 'moderate', 'hotel-stars': '3', 'hotel-type': 'guest house', 'attraction-type': 'museum', 'attraction-area': 'east'}

[context] {'hotel-pricerange': 'cheap', 'hotel-stars': '0', 'hotel-internet': 'yes', 'hotel-type': 'guest house'} [utterance_sys] i have the el shaddai in the center that is cheap and has a 0 star rating . would you like a booking ? [utterance_usr] does the el shaddai include free wifi ? [belief_state] {'hotel-pricerange': 'cheap', 'hotel-stars': '0', 'hotel-internet': 'yes', 'hotel-type': 'guest house'}

[context] {} [utterance_sys] [utterance_usr] i am looking for information in cambridge .

[context] {} [utterance_sys] [utterance_usr] i am looking for place -s to go in town [belief_state] {}

[context] {} [utterance_sys] [utterance_usr] i am looking for an expensive 4 star hotel . [belief_state] {'hotel-pricerange': 'expensive', 'hotel-stars': '4'}

[context] {} [utterance_sys] [utterance_usr] i need to book a taxi to come to express by holiday inn cambridge to take me to the oak bistro .

[context] {} [utterance_sys] [utterance_usr] i want to book a taxi . the taxi should go to little saint mary s church and should leave after 05:45 . [belief_state] {'taxi-leaveat': '05:45', 'taxi-destination': 'little saint marys church'}

[context] {'hotel-book day': 'sunday', 'hotel-book people': '1', 'hotel-book stay': '5', 'hotel-parking': 'yes', 'hotel-stars': '0', 'hotel-internet': 'yes', 'train-leaveat': '10:15', 'train-destination': 'bishops stortford', 'train-day': 'friday', 'train-departure': 'cambridge'} [utterance_sys] it s 10.10 pounds , would you like a booking ? [utterance_usr] please book 1 seat for friday on the 11:29 train going to bishops sortford . thanks ! [belief_state] {'hotel-book day': 'sunday', 'hotel-book people': '1', 'hotel-book stay': '5', 'hotel-parking': 'yes', 'hotel-stars': '0', 'hotel-internet': 'yes', 'train-book people': '1', 'train-leaveat': '10:15', 'train-destination': 'bishops stortford', 'train-day': 'friday', 'train-departure': 'cambridge'}

[context] {'restaurant-food': 'panasian', 'restaurant-area': 'centre'} [utterance_sys] i do not have anything in that area . can i try another area ? [utterance_usr] how about something that serves modern european food ?

[context] {'restaurant-food': 'modern european', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'darrys cookhouse and wine shop', 'restaurant-area': 'centre', 'attraction-type': 'multiple sports', 'attraction-area': 'centre'} [utterance_sys] we do not have any sports attractions in this area . is there another area i can help you with ? [utterance_usr] no . hmm . what about a concerthall ? [belief_state] {'restaurant-food': 'modern european', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'darrys cookhouse and wine shop', 'restaurant-area': 'centre', 'attraction-type': 'concert hall', 'attraction-area': 'centre'}

[context] {'attraction-type': 'entertainment', 'attraction-name': 'nusha', 'attraction-area': 'south', 'train-book people': '8', 'train-leaveat': '12:45', 'train-destination': 'broxbourne', 'train-day': 'wednesday', 'train-arriveby': 'dontcare', 'train-departure': 'cambridge'} [utterance_sys] certainly . the number is 01223902158 , and the postcode is cb17dy . [utterance_usr] thanks , that s all i need today . i am all set ! [belief_state] {'attraction-type': 'entertainment', 'attraction-name': 'nusha', 'attraction-area': 'south', 'train-book people': '8', 'train-leaveat': '12:45', 'train-destination': 'broxbourne', 'train-day': 'wednesday', 'train-arriveby': 'dontcare', 'train-departure': 'cambridge'}

[context] {'restaurant-food': 'italian', 'restaurant-area': 'centre', 'restaurant-name': 'pizza express', 'train-departure': 'leicester', 'train-arriveby': '10:15'} [utterance_sys] what is your destination ? [utterance_usr] i will be going to ely .

[context] {'taxi-leaveat': '12:15', 'taxi-departure': 'aylesbray lodge guest house'} [utterance_sys] ok , and what is your destination please ? [utterance_usr] i am going to ask . [belief_state] {'taxi-leaveat': '12:15', 'taxi-departure': 'aylesbray lodge guest house'}

[context] {'hotel-parking': 'yes', 'hotel-stars': '2', 'hotel-type': 'hotel'} [utterance_sys] the ashley hotel , lovell lodge and express by holiday inn cambridge match your criteria . would you like more info on them ? [utterance_usr] i need a guest house . [belief_state] {'hotel-parking': 'yes', 'hotel-stars': '2', 'hotel-type': 'guest house'}

[context] {'attraction-name': 'gallery at 12 a high street', 'hotel-pricerange': 'cheap', 'hotel-internet': 'yes'} [utterance_sys] 01223210353 is the phone number . the address is 517a coldham lane . is there anything else i could help you with ? [utterance_usr] no , thank you . that is all for now .

[context] {'restaurant-food': 'chinese', 'restaurant-name': 'yu garden', 'restaurant-area': 'east'} [utterance_sys] yu garden s address is 529 newmarket road fen ditton . is there anything else i can help you with today ? [utterance_usr] yes , what is the price range ? [belief_state] {'restaurant-food': 'chinese', 'restaurant-name': 'yu garden', 'restaurant-area': 'east'}

[context] {} [utterance_sys] [utterance_usr] hi , i was wondering if there was a swimming pool that an out of town person could use while visiting . [belief_state] {'attraction-type': 'swimming pool'}

[context] {'restaurant-food': 'korean', 'restaurant-area': 'centre', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'little seoul', 'restaurant-book people': '2'} [utterance_sys] i would be happy to reserve for you , what day and time are you looking for ? [utterance_usr] thank you , i need a reservation for 2 people at 13:15 on monday .

[context] {'restaurant-food': 'indian', 'restaurant-pricerange': 'cheap', 'restaurant-area': 'centre'} [utterance_sys] the gandhi is a good option . [utterance_usr] that sounds like it would be nice . i would like to book a table for 5 people at 14:45 on saturday , please . [belief_state] {'restaurant-book day': 'saturday', 'restaurant-book people': '5', 'restaurant-book time': '14:45', 'restaurant-food': 'indian', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'the gandhi', 'restaurant-area': 'centre'}

[context] {'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-type': 'guest house', 'train-book people': '2', 'train-destination': 'cambridge', 'train-day': 'sunday', 'train-departure': 'broxbourne'} [utterance_sys] we have many in that area with free parking . might i suggest the acorn guest house ? [utterance_usr] sure . please book for 4 nights starting on the same day . [belief_state] {'hotel-name': 'acorn guest house', 'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-type': 'guest house', 'train-book people': '2', 'train-destination': 'cambridge', 'train-day': 'sunday', 'train-departure': 'broxbourne'}

[context] {'train-destination': 'cambridge', 'train-day': 'sunday', 'train-arriveby': '14:45', 'train-departure': 'birmingham new street', 'train-leaveat': '05:40', 'train-book people': '4', 'hotel-pricerange': 'cheap', 'hotel-type': 'guest house', 'hotel-stars': '0'} [utterance_sys] city centre north bed and breakfast is a great pick ! it s located in the north part of town and has 0 stars but include -s both internet and parking . [utterance_usr] thanks , what s their phone number and address ?

[context] {'hotel-book day': 'tuesday', 'hotel-book people': '5', 'hotel-book stay': '3', 'hotel-name': 'city centre north bed and breakfast', 'hotel-area': 'north', 'hotel-stars': '0', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'train-leaveat': '20:45', 'train-destination': 'norwich', 'train-day': 'friday', 'train-departure': 'cambridge'} [utterance_sys] ok , how many tickets do you need ? [utterance_usr] i do not need a ticket . i just needed to know . that'll be everything ! [belief_state] {'hotel-book day': 'tuesday', 'hotel-book people': '5', 'hotel-book stay': '3', 'hotel-name': 'city centre north bed and breakfast', 'hotel-area': 'north', 'hotel-stars': '0', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'train-leaveat': '20:45', 'train-destination': 'norwich', 'train-day': 'friday', 'train-departure': 'cambridge'}

[context] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'cheap', 'restaurant-area': 'centre', 'hotel-name': 'cambridge belfry', 'hotel-pricerange': 'cheap', 'hotel-stars': '4', 'hotel-internet': 'yes'} [utterance_sys] what day , time , and how many people will be coming ? [utterance_usr] i do not need a reservation , i just need the postcode . [belief_state] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'cheap', 'restaurant-area': 'centre', 'hotel-name': 'cambridge belfry', 'hotel-pricerange': 'cheap', 'hotel-stars': '4', 'hotel-internet': 'yes'}

[context] {} [utterance_sys] [utterance_usr] i want to get a train that is leaving after 18:15 .

[context] {} [utterance_sys] [utterance_usr] hi , i need to get a taxi out of kohinoor . [belief_state] {'taxi-departure': 'kohinoor'}

[context] {'restaurant-food': 'british', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'centre', 'hotel-pricerange': 'moderate', 'attraction-type': 'college', 'attraction-area': 'centre'} [utterance_sys] most welcome and have a great day [utterance_usr] i really have to go . goodbye . [belief_state] {'restaurant-food': 'british', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'centre', 'hotel-pricerange': 'moderate', 'attraction-type': 'college', 'attraction-area': 'centre'}

[context] {} [utterance_sys] [utterance_usr] i need a train from stansted airport to cambridge .

[context] {} [utterance_sys] [utterance_usr] i need a train that leaves on sunday from london liverpool street . [belief_state] {'train-day': 'sunday', 'train-departure': 'london liverpool street'}

[context] {'hotel-area': 'east', 'hotel-pricerange': 'cheap'} [utterance_sys] how many nights will you be staying ? [utterance_usr] 5 nights , and i will also need the reference number . [belief_state] {'hotel-book day': 'saturday', 'hotel-book people': '5', 'hotel-book stay': '5', 'hotel-name': 'allenbell', 'hotel-area': 'east', 'hotel-pricerange': 'cheap'}

[context] {} [utterance_sys] [utterance_usr] hello . can you help me find a hotel in the north of town ?

[context] {} [utterance_sys] [utterance_usr] hello ! i need a place to stay , can you help me find something in a moderate price range ? [belief_state] {'hotel-pricerange': 'moderate'}

[context] {'restaurant-book day': 'friday', 'restaurant-book people': '4', 'restaurant-book time': '18:15', 'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'tandoori palace', 'restaurant-area': 'west', 'attraction-type': 'museum', 'attraction-area': 'west'} [utterance_sys] the cafe jello gallery has free admission and is located at 13 magdalene street , postcode cb30af . would you like information on any others ? [utterance_usr] no , that is all the information i need . thank you . [belief_state] {'restaurant-book day': 'friday', 'restaurant-book people': '4', 'restaurant-book time': '18:15', 'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'tandoori palace', 'restaurant-area': 'west', 'attraction-type': 'museum', 'attraction-name': 'cafe jello gallery', 'attraction-area': 'west'}

[context] {} [utterance_sys] yes , it is a modern european restaurant . do you want a table reserved ? [utterance_usr] no just give me the postcode and phone number

[context] {'restaurant-food': 'north american'} [utterance_sys] that is the only restaurant serving north american food . [utterance_usr] could you give me the phone number and postcode ? [belief_state] {'restaurant-food': 'north american', 'restaurant-name': 'gourmet burger kitchen'}

[context] {'attraction-type': 'college', 'attraction-area': 'centre'} [utterance_sys] there are 13 colleges in the city centre . do you need more information ? [utterance_usr] could you give me the postcode and phone number of 2 of them that are popular tourist destinations ? [belief_state] {'attraction-type': 'college', 'attraction-area': 'centre'}

[context] {'restaurant-food': 'light bites', 'restaurant-area': 'centre'} [utterance_sys] we dont have any restaurant like that . [utterance_usr] do you have any expensive restaurant -s ?

[context] {'attraction-type': 'museum', 'attraction-area': 'east'} [utterance_sys] there is a 5 gbp admission fee . cambridge artworks is free and located at 5 greens road with a postcode cb13ef and phone 01223902168 . what type of food ? [utterance_usr] i am open to any suggestion , but i am looking for a fancy expensive restaurant . what would you suggest ? [belief_state] {'restaurant-pricerange': 'expensive', 'restaurant-area': 'east', 'attraction-type': 'museum', 'attraction-area': 'east'}

[context] {'attraction-type': 'museum', 'attraction-name': 'broughton house gallery', 'attraction-area': 'centre'} [utterance_sys] the address is 98 king street . can i help you with anything else ? [utterance_usr] yes , thanks , i would like to find a restaurant in the same area . do you have any listings that serve polynesian food ? [belief_state] {'restaurant-food': 'polynesian', 'restaurant-area': 'centre', 'attraction-type': 'museum', 'attraction-name': 'broughton house gallery', 'attraction-area': 'centre'}

[context] {'hotel-pricerange': 'expensive', 'hotel-internet': 'yes', 'hotel-area': 'centre'} [utterance_sys] sure , their postcode is cb21ad and it s rated 4 stars . [utterance_usr] also , i need a train on tuesday around 09:45 .

[context] {} [utterance_sys] [utterance_usr] i need a train that leaves on tuesday and should depart from cambridge . [belief_state] {'train-day': 'tuesday', 'train-departure': 'cambridge'}

[context] {'train-leaveat': '13:45', 'train-destination': 'broxbourne', 'train-day': 'thursday', 'train-departure': 'cambridge'} [utterance_sys] your best bet is probably the tr9033 . it leaves cambridge at 14:01 . would you like a ticket ? [utterance_usr] actually , i gave you the wrong day . i would like to travel on wednesday , from cambridge to broxbourne , and i would like to leave anytime after 12:45 . [belief_state] {'train-leaveat': '12:45', 'train-destination': 'broxbourne', 'train-day': 'wednesday', 'train-departure': 'cambridge'}

[context] {'train-destination': 'london kings cross', 'train-day': 'monday', 'train-arriveby': '20:00', 'train-departure': 'cambridge', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'centre', 'restaurant-food': 'italian', 'restaurant-name': 'pizza express', 'restaurant-book time': '16:15', 'restaurant-book day': 'monday', 'restaurant-book people': '8'} [utterance_sys] you are very welcome ! is there anything else i can help you with ? [utterance_usr] no thank you !

[context] {'hotel-book day': 'monday', 'hotel-book people': '2', 'hotel-book stay': '4', 'hotel-name': 'express by holiday inn cambridge', 'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-internet': 'yes', 'hotel-type': 'hotel', 'attraction-name': 'milton country park'} [utterance_sys] sure . milton country park is a park . can i help you with anything else today ? [utterance_usr] no . that will be all . thanks so much for all your help . goodbye [belief_state] {'hotel-book day': 'monday', 'hotel-book people': '2', 'hotel-book stay': '4', 'hotel-name': 'express by holiday inn cambridge', 'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-internet': 'yes', 'hotel-type': 'hotel', 'attraction-name': 'milton country park'}

[context] {'attraction-type': 'museum'} [utterance_sys] okay the address is 5 greens road . [utterance_usr] i also need to find a train for wednesday between cambridge sand stansted airport to arrive by 16:15 . [belief_state] {'attraction-type': 'museum', 'train-destination': 'stansted airport', 'train-day': 'wednesday', 'train-arriveby': '16:15', 'train-departure': 'cambridge'}

[context] {'taxi-destination': 'vue cinema', 'taxi-departure': 'la mimosa', 'taxi-leaveat': '08:30'} [utterance_sys] i can definitely help ! where are you departing from ? [utterance_usr] as i said , i will be leaving from la minosa .

[context] {'taxi-leaveat': '07:45', 'taxi-departure': 'kohinoor'} [utterance_sys] i would love to help ! where are you going ? [utterance_usr] i am going to allenbell [belief_state] {'taxi-leaveat': '07:45', 'taxi-destination': 'allenbell', 'taxi-departure': 'kohinoor'}

[context] {'restaurant-book day': 'wednesday', 'restaurant-book people': '2', 'restaurant-book time': '12:00', 'restaurant-food': 'mediterranean', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'shiraz', 'restaurant-area': 'centre'} [utterance_sys] you are all set , your reference number is vedx7tar , can i assist with anything else ? [utterance_usr] yes , i am looking for a nightclub in the same area as the restaurant . [belief_state] {'restaurant-book day': 'wednesday', 'restaurant-book people': '2', 'restaurant-book time': '12:00', 'restaurant-food': 'mediterranean', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'shiraz', 'restaurant-area': 'centre', 'attraction-type': 'nightclub', 'attraction-area': 'centre'}

[context] {} [utterance_sys] we have 2 in the centre of town , shiraz restaurant and la mimosa . do you require more information or do you want to reserve a table at 1 ? [utterance_usr] can i get the postcode and phone number of shiraz restaurant ?

[context] {} [utterance_sys] [utterance_usr] hey , when i was a kid my parents took me to a place called the cow pizza kitchen and bar . is it still around ? [belief_state] {'restaurant-name': 'cow pizza kitchen and bar'}

[context] {'attraction-area': 'centre', 'train-book people': '1', 'train-destination': 'kings lynn', 'train-day': 'sunday', 'train-arriveby': '09:30', 'train-departure': 'cambridge'} [utterance_sys] are you interested in archaeology ? our museum of archaelogy and anthropology might interest you . or if you want to exercise , parkside pools would be a fun venue . [utterance_usr] the museum of archaelogy and anthropology sounds good . can i get the phone number ? [belief_state] {'attraction-name': 'museum of archaelogy and anthropology', 'attraction-area': 'centre', 'train-book people': '1', 'train-destination': 'kings lynn', 'train-day': 'sunday', 'train-arriveby': '09:30', 'train-departure': 'cambridge'}

[context] {'restaurant-book day': 'friday', 'restaurant-book people': '3', 'restaurant-book time': '14:45', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'restaurant alimentum', 'restaurant-area': 'south', 'train-destination': 'cambridge', 'train-day': 'friday', 'train-departure': 'leicester', 'train-arriveby': '11:15'} [utterance_sys] train tr4170 leaves leicester at 09:09 and arrives in cambridge at 10:54 . the duration of the trip is 105 minutes . the price is 37.80 pounds . [utterance_usr] thank you . that s all i needed today .

[context] {'train-leaveat': '14:45', 'train-destination': 'stevenage', 'train-day': 'sunday', 'train-departure': 'cambridge'} [utterance_sys] the price -s is 10.24 pounds and the trainid is tr4550 . would you like me to book that for you ? [utterance_usr] not quite yet , could you tell me what the travel time is for that trip ? i also am looking for a restaurant to dine at . [belief_state] {'train-leaveat': '14:45', 'train-destination': 'stevenage', 'train-day': 'sunday', 'train-departure': 'cambridge'}

[context] {'restaurant-book day': 'wednesday', 'restaurant-book people': '1', 'restaurant-book time': '15:30', 'restaurant-food': 'italian', 'restaurant-pricerange': 'expensive', 'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-arriveby': '08:00', 'train-departure': 'broxbourne'} [utterance_sys] we have 2 trains that match your criteria the tr0788 that leaves at 05:32 and the tr0605 that leaves at 06:32 . which 1 should i book for you ? [utterance_usr] no , i do not need it booked . what s the price for the tr0788 ? [belief_state] {'restaurant-book day': 'wednesday', 'restaurant-book people': '1', 'restaurant-book time': '15:30', 'restaurant-food': 'italian', 'restaurant-pricerange': 'expensive', 'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-arriveby': '08:00', 'train-departure': 'broxbourne'}

[context] {} [utterance_sys] [utterance_usr] i need a train from leicester sometime after 9:30 .

[context] {} [utterance_sys] [utterance_usr] hello ! i am looking for a train arriving at cambridge that would leave after 13:15 . [belief_state] {'train-leaveat': '13:30', 'train-destination': 'cambridge'}

[context] {'train-leaveat': '14:15', 'train-destination': 'cambridge', 'train-day': 'friday', 'train-departure': 'london kings cross'} [utterance_sys] is there a time you would like to arrive by ? [utterance_usr] arrival time is not important . i just need to leave after 14:15 . i will need the train id and the price , please . [belief_state] {'train-leaveat': '14:15', 'train-destination': 'cambridge', 'train-day': 'friday', 'train-arriveby': 'dontcare', 'train-departure': 'london kings cross'}

[context] {} [utterance_sys] [utterance_usr] yes , i would like to book a taxi please !

[context] {'taxi-leaveat': '10:15', 'taxi-destination': 'museum of classical archaeology', 'taxi-departure': 'curry king'} [utterance_sys] a red bmw will pick you up , and the contact number is 07641445161 . can i help you with anything else ? [utterance_usr] no thank you , that s all i need for now ! [belief_state] {'taxi-leaveat': '10:15', 'taxi-destination': 'museum of classical archaeology', 'taxi-departure': 'curry king'}

[context] {'restaurant-book day': 'monday', 'restaurant-book people': '3', 'restaurant-book time': '11:45', 'restaurant-food': 'indian', 'restaurant-area': 'east'} [utterance_sys] great , is there anything else i can do for you today ? [utterance_usr] no , that s all i need , thank you for your help . [belief_state] {'restaurant-book day': 'monday', 'restaurant-book people': '3', 'restaurant-book time': '11:45', 'restaurant-food': 'indian', 'restaurant-area': 'east'}

[context] {'attraction-area': 'east', 'attraction-name': 'funky fun house', 'restaurant-food': 'british', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'cotto', 'restaurant-book people': '4', 'restaurant-book time': '14:30', 'restaurant-book day': 'wednesday'} [utterance_sys] table for 4 at cotto has been reserved for 14:30 . they will hold your table for 15 minutes . your reference number is : iks3hxlj . [utterance_usr] can you book a taxi for me ? i want to make sure i make it to cotto for that reservation .

[context] {'hotel-name': 'acorn guest house', 'hotel-area': 'north', 'hotel-parking': 'no', 'hotel-stars': '4', 'hotel-type': 'guest house', 'attraction-type': 'museum', 'attraction-name': 'cambridge artworks'} [utterance_sys] the postcode is cb41da . is there anything else i can help you with today ? [utterance_usr] yeah , can you have a taxi pick me up at the acorn and take me to the artworks , say around 24:45 ? [belief_state] {'taxi-leaveat': '24:45', 'taxi-destination': 'cambridge artworks', 'taxi-departure': 'acorn guest house', 'hotel-name': 'acorn guest house', 'hotel-area': 'north', 'hotel-parking': 'no', 'hotel-stars': '4', 'hotel-type': 'guest house', 'attraction-type': 'museum', 'attraction-name': 'cambridge artworks'}

[context] {'restaurant-food': 'italian', 'restaurant-pricerange': 'cheap', 'restaurant-area': 'north'} [utterance_sys] 20 milton road chesterton , cb41jy , and 01223351707 . anything else ? [utterance_usr] yes , i am also looking for a cheap hotel in the same area as the restaurant . [belief_state] {'restaurant-food': 'italian', 'restaurant-pricerange': 'cheap', 'restaurant-area': 'north', 'hotel-area': 'north', 'hotel-pricerange': 'cheap'}

[context] {'restaurant-food': 'thai', 'restaurant-area': 'west', 'restaurant-name': 'sala thong', 'restaurant-book time': '12:45', 'restaurant-book day': 'thursday', 'restaurant-book people': '7'} [utterance_sys] you are quite welcome . do you need any further assistance ? [utterance_usr] no , the reservation is all . goodbye .

[context] {'restaurant-book day': 'sunday', 'restaurant-book people': '7', 'restaurant-book time': '14:45', 'restaurant-name': 'graffiti', 'hotel-name': 'ashley hotel', 'hotel-area': 'dontcare', 'hotel-parking': 'yes', 'hotel-internet': 'yes', 'hotel-type': 'hotel'} [utterance_sys] certainly . where are you departing from and where are you going ? i also need the time you are leaving or need to arrive . [utterance_usr] i just need to get to the restaurant by the time the reservation starts . [belief_state] {'taxi-destination': 'graffiti', 'taxi-arriveby': '14:45', 'restaurant-book day': 'sunday', 'restaurant-book people': '7', 'restaurant-book time': '14:45', 'restaurant-name': 'graffiti', 'hotel-name': 'ashley hotel', 'hotel-area': 'dontcare', 'hotel-parking': 'yes', 'hotel-internet': 'yes', 'hotel-type': 'hotel'}

[context] {'restaurant-book day': 'friday', 'restaurant-book people': '8', 'restaurant-book time': '17:15', 'restaurant-food': 'turkish', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'efes restaurant'} [utterance_sys] i have your made your reservation . ref# is e7vpa79p . they will hold the table for you for 15 minutes . is there anything else that i can be of assistance ? [utterance_usr] yes , i would also like to check out a cool place in the centre area . [belief_state] {'restaurant-book day': 'friday', 'restaurant-book people': '8', 'restaurant-book time': '17:15', 'restaurant-food': 'turkish', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'efes restaurant', 'attraction-area': 'centre'}

[context] {} [utterance_sys] how about tr0721 , it arrives by 12:07 ? alternatively , the tr9809 arrives by 14:07 . [utterance_usr] thank you . what is the price ?

[context] {'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-arriveby': '11:30', 'train-departure': 'bishops stortford'} [utterance_sys] ok , the tr0635 arrives at 10:07 . [utterance_usr] what time does the train depart ? what is the price and total travel time ? [belief_state] {'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-arriveby': '11:30', 'train-departure': 'bishops stortford'}

[context] {'attraction-type': 'architecture', 'attraction-name': 'all saints church'} [utterance_sys] yes it is architecture . the post code is cb58bs . can i help with anything else ? [utterance_usr] i would like a hotel in the same area as all saints church . [belief_state] {'attraction-type': 'architecture', 'attraction-name': 'all saints church'}

[context] {'hotel-area': 'east', 'hotel-pricerange': 'moderate', 'hotel-stars': '4', 'hotel-type': 'guest house'} [utterance_sys] i apologize , but there are no guest houses in cambridge that are both 4 star and at the east end of cambridge . [utterance_usr] do you have any moderate priced guest houses that are 4 star any where else ?

[context] {'hotel-pricerange': 'cheap', 'hotel-stars': '0', 'train-destination': 'cambridge', 'train-day': 'monday', 'train-arriveby': '11:15', 'train-departure': 'birmingham new street'} [utterance_sys] i found 2 zero star guest houses that are cheap . 1 is in the north and 1 in the centre . which area would you prefer ? [utterance_usr] are you able to find me a hotel in the east with free parking ? [belief_state] {'hotel-area': 'east', 'hotel-parking': 'yes', 'hotel-pricerange': 'cheap', 'hotel-stars': '0', 'train-destination': 'cambridge', 'train-day': 'monday', 'train-arriveby': '11:15', 'train-departure': 'birmingham new street'}

[context] {'attraction-type': 'swimming pool', 'attraction-name': 'abbey pool and astroturf pitch', 'attraction-area': 'east', 'train-destination': 'cambridge', 'train-day': 'saturday', 'train-arriveby': '09:15', 'train-departure': 'peterborough'} [utterance_sys] sure thing . they are located on pool way , whitehill road off newmarket road . is there anything else i can help with ? [utterance_usr] can you give me the phone number for the pool ? [belief_state] {'attraction-type': 'swimming pool', 'attraction-name': 'abbey pool and astroturf pitch', 'attraction-area': 'east', 'train-destination': 'cambridge', 'train-day': 'saturday', 'train-arriveby': '09:15', 'train-departure': 'peterborough'}

[context] {'attraction-name': 'cambridge artworks', 'hotel-area': 'east', 'hotel-pricerange': 'cheap', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'hotel-book stay': '2', 'hotel-book people': '1', 'hotel-book day': 'wednesday', 'hotel-name': 'allenbell'} [utterance_sys] your booking is successful reference is z1wwh4ah [utterance_usr] this is horrible . can you cancel that please ? i need a hotel .

[context] {} [utterance_sys] [utterance_usr] i have a hotel that i really want to stay at today . [belief_state] {}

[context] {'restaurant-food': 'indian', 'restaurant-name': 'meghna', 'restaurant-area': 'west'} [utterance_sys] you are welcome is there anything else i can assist with today ? [utterance_usr] nope , that s all i needed today . thanks ! [belief_state] {'restaurant-food': 'indian', 'restaurant-name': 'meghna', 'restaurant-area': 'west'}

[context] {'restaurant-name': 'jinling noodle bar', 'attraction-area': 'centre'} [utterance_sys] sure , there are 55 attractions in the city centre . anything specific you would like ? [utterance_usr] i am open to anything . surprise me with your favorite please . just make sure you tell me what kind of attraction it is .

[context] {'attraction-type': 'college', 'attraction-area': 'centre'} [utterance_sys] there are several colleges in the centre area , they range in entrance fees from free to 2 pounds , is there a particular price range you are looking for ? [utterance_usr] not really . surprise me ! i'll need the phone number , address , and postcode of your favorite , please . [belief_state] {'attraction-type': 'college', 'attraction-area': 'centre'}

[context] {'attraction-area': 'south'} [utterance_sys] would you be interested in a museum ? the byard art museum is located at 14 king s way in the south . [utterance_usr] that sounds good . can you tell me the entrance fee and phone number ? [belief_state] {'attraction-type': 'museum', 'attraction-name': 'byard art', 'attraction-area': 'south'}

[context] {} [utterance_sys] when would you like to travel ? [utterance_usr] i would like to travel on a thursday .

[context] {'restaurant-food': 'vietnamese', 'restaurant-pricerange': 'cheap', 'train-destination': 'peterborough', 'train-day': 'thursday', 'train-departure': 'cambridge'} [utterance_sys] there are 38 trains leaving for peterborough on thursday . is there a specific time you would like to arrive by ? [utterance_usr] i would like to go from cambridge to peterborough and arrive by 13:15 . [belief_state] {'restaurant-food': 'vietnamese', 'restaurant-pricerange': 'cheap', 'train-destination': 'peterborough', 'train-day': 'thursday', 'train-departure': 'cambridge'}

[context] {'train-destination': 'norwich', 'train-day': 'sunday', 'train-arriveby': '17:15'} [utterance_sys] yes , there is 1 that departs at 5:36 and arrives at 6:55 will that work ? [utterance_usr] that will work , can you book me seats for 7 and let me know the reference number ? [belief_state] {'train-book people': '7', 'train-destination': 'norwich', 'train-day': 'sunday', 'train-arriveby': '17:15'}

[context] {} [utterance_sys] [utterance_usr] i would like information on the cambridge corn exchange

[context] {'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-internet': 'yes', 'hotel-type': 'hotel'} [utterance_sys] i like the express by holiday inn cambridge . can i get you some more information on that 1 ? [utterance_usr] no , let s just book it . [belief_state] {'hotel-name': 'express by holiday inn cambridge', 'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-internet': 'yes', 'hotel-type': 'hotel'}

[context] {'restaurant-book day': 'tuesday', 'restaurant-book people': '8', 'restaurant-book time': '14:45', 'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'curry king', 'restaurant-area': 'centre', 'attraction-area': 'centre'} [utterance_sys] hm , there are quite a number of place -s to visit in the town centre . could you give me an idea of what you are looking for ? a museum or church ? or something different ? [utterance_usr] i was looking for something for a type of multiple sports . [belief_state] {'restaurant-book day': 'tuesday', 'restaurant-book people': '8', 'restaurant-book time': '14:45', 'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'curry king', 'restaurant-area': 'centre', 'attraction-type': 'multiple sports', 'attraction-area': 'centre'}

[context] {} [utterance_sys] [utterance_usr] i am looking for a train on friday that leaves after 21:45 .

[context] {'train-leaveat': '18:15', 'train-departure': 'cambridge'} [utterance_sys] the tr1006 leaves at 19:00 . would that work ? [utterance_usr] i would like to leave on sunday and go leicester . [belief_state] {'train-leaveat': '18:15', 'train-destination': 'leicester', 'train-day': 'sunday', 'train-departure': 'cambridge'}

[context] {'hotel-name': 'hamilton lodge', 'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-type': 'guest house'} [utterance_sys] the postcode for hamilton lodge is cb41da and their phone is 01223365664 . they are in the moderate price range . [utterance_usr] i also need a place to go in the same area as the hotel . [belief_state] {'hotel-name': 'hamilton lodge', 'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-type': 'guest house', 'attraction-area': 'north'}

[context] {'hotel-area': 'east', 'hotel-pricerange': 'moderate', 'hotel-type': 'guest house'} [utterance_sys] i recommend carolina bed and breakfast in east . it gets 4 stars . would you like more info or for me to help book it ? [utterance_usr] i would like more information before booking this guest house please .

[context] {} [utterance_sys] [utterance_usr] where is finches bed and breakfast located ? [belief_state] {'hotel-name': 'finches bed and breakfast'}

[context] {'hotel-parking': 'yes', 'hotel-type': 'guest house'} [utterance_sys] the are 21 options , any other preferences that you haven't mentioned yet ? [utterance_usr] i would like it to be in the centre , 4 stars preferably . [belief_state] {'hotel-area': 'centre', 'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-type': 'guest house'}

[context] {'attraction-type': 'boat', 'attraction-area': 'dontcare', 'restaurant-food': 'indian', 'restaurant-area': 'centre', 'restaurant-name': 'curry garden', 'restaurant-book time': '13:45', 'restaurant-book day': 'saturday', 'restaurant-book people': '3'} [utterance_sys] i have you booked at 13:45 on saturday . your reference number is rerxdpmf . can i help you with anything else ? [utterance_usr] nope ! that should do it , thanks !

[context] {'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'curry garden', 'restaurant-area': 'centre', 'attraction-type': 'entertainment', 'attraction-area': 'dontcare'} [utterance_sys] unfortunately with the way price -s fluctuate sometimes our systems can not find the current entrance fee for place -s . can i give you any other information ? [utterance_usr] no , that should be all , thanks . [belief_state] {'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'curry garden', 'restaurant-area': 'centre', 'attraction-type': 'entertainment', 'attraction-area': 'dontcare'}

[context] {'restaurant-book day': 'monday', 'restaurant-book people': '6', 'restaurant-book time': '13:45', 'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'peking restaurant', 'restaurant-area': 'south', 'attraction-type': 'park', 'attraction-name': 'wandlebury country park', 'attraction-area': 'south'} [utterance_sys] it appears that they do not have tours . it is a free admission , so you can feel free to go when you please . can i help with anything else ? [utterance_usr] no that is all i need for today . [belief_state] {'restaurant-book day': 'monday', 'restaurant-book people': '6', 'restaurant-book time': '13:45', 'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'peking restaurant', 'restaurant-area': 'south', 'attraction-type': 'park', 'attraction-name': 'wandlebury country park', 'attraction-area': 'south'}

[context] {} [utterance_sys] [utterance_usr] can you help me get a room at the arbury lodge guest house ?

[context] {} [utterance_sys] [utterance_usr] i need some tourist information please . i need to know about a hotel called the arbury lodge guest house . [belief_state] {'hotel-name': 'arbury lodge guest house'}

[context] {'restaurant-book day': 'thursday', 'restaurant-book people': '6', 'restaurant-book time': '12:45', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'centre', 'train-leaveat': '21:45', 'train-destination': 'stansted airport', 'train-departure': 'cambridge'} [utterance_sys] 10.10 pounds , and it s tr3864 [utterance_usr] thank you . that is all for now . [belief_state] {'restaurant-book day': 'thursday', 'restaurant-book people': '6', 'restaurant-book time': '12:45', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'centre', 'train-leaveat': '21:45', 'train-destination': 'stansted airport', 'train-departure': 'cambridge'}

[context] {'restaurant-food': 'italian', 'restaurant-pricerange': 'cheap'} [utterance_sys] sure , how about zizzi cambridge , they offer cheap italian food in the town centre . [utterance_usr] sounds great . can i get their number ?

[context] {'restaurant-food': 'italian', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'centre'} [utterance_sys] i have 2 options to choose from . pizza express and pizza express fen ditton are both in the centre of town . [utterance_usr] i would like to make a reservation at pizza express fen ditton . [belief_state] {'restaurant-food': 'italian', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'pizza hut fenditton', 'restaurant-area': 'centre'}

[context] {'attraction-name': 'adc theatre'} [utterance_sys] adc theatre is in the centre of town on park street , would you like their phone number ? [utterance_usr] yes , please give me the phone number . [belief_state] {'attraction-name': 'adc theatre'}

[context] {} [utterance_sys] certainly . you will be picked up by a red audi and the driver s number is 07990384611 . do you need help with anything else ? a restaurant reservation perhaps ? [utterance_usr] no thank you , we have a restaurant recommendation already for today .

[context] {} [utterance_sys] [utterance_usr] i have a hotel that i really want to stay at today . [belief_state] {}

[context] {'train-destination': 'london kings cross', 'train-day': 'wednesday'} [utterance_sys] i can help with that . where are you departing from ? [utterance_usr] i will be departing from cambridge , and need to arrive by 08:30 [belief_state] {'train-destination': 'london kings cross', 'train-day': 'wednesday', 'train-arriveby': '08:30', 'train-departure': 'cambridge'}

[context] {'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-name': 'ashley hotel', 'restaurant-food': 'european', 'restaurant-pricerange': 'expensive'} [utterance_sys] i have 5 restaurant -s that fit your description ? what area of town would you like the restaurant to be on ? centre , north , or west . [utterance_usr] area does not matter , i just need expensive please .

[context] {'hotel-area': 'centre', 'hotel-type': 'hotel'} [utterance_sys] i have 3 hotel -s in the centre . would you like moderate or expensive prince range ? [utterance_usr] price is no object , but i would like free parking and wifi . [belief_state] {'hotel-area': 'centre', 'hotel-parking': 'yes', 'hotel-internet': 'yes', 'hotel-type': 'hotel'}

[context] {'restaurant-food': 'british', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'the oak bistro', 'restaurant-area': 'centre'} [utterance_sys] the oak bistros price range is moderate would you like more information on it or to book a table ? [utterance_usr] i would like a table for 3 people at 11:00 on friday , please . [belief_state] {'restaurant-book day': 'friday', 'restaurant-book people': '3', 'restaurant-book time': '11:00', 'restaurant-food': 'british', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'the oak bistro', 'restaurant-area': 'centre'}

[context] {} [utterance_sys] there are 133 trains traveling that path . what day would you like to travel on ? [utterance_usr] i would like to leave on wednesday sometime after 11:30 .

[context] {'taxi-destination': 'williams art and antiques', 'taxi-departure': 'cambridge museum of technology'} [utterance_sys] great , and what time would you like to leave or arrive by ? [utterance_usr] i need to leave after 15:30 . [belief_state] {'taxi-leaveat': '15:30', 'taxi-destination': 'williams art and antiques', 'taxi-departure': 'cambridge museum of technology'}

[context] {'attraction-type': 'architecture', 'attraction-name': 'great saint marys church', 'attraction-area': 'centre'} [utterance_sys] great st mary s church entrance fee is 2 pounds , their phone number is 01223350914 , and the post code is cb23pq . [utterance_usr] i am also looking for a place to eat in the same area . [belief_state] {'restaurant-area': 'centre', 'attraction-type': 'architecture', 'attraction-name': 'great saint marys church', 'attraction-area': 'centre'}