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[context] {'hotel-parking': 'yes', 'hotel-internet': 'yes', 'hotel-pricerange': 'moderate', 'hotel-type': 'hotel', 'hotel-name': 'archway house', 'hotel-book stay': '3', 'hotel-book day': 'monday', 'hotel-book people': '6', 'attraction-name': 'saint catharines college'} [utterance_sys] saint catharine s college information is: tel . 01223338300 , postcode: cb21rl , address: king s parade . [utterance_usr] can you help me book a taxi to travel between the 2 place -s ?

[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'} [utterance_sys] is there anything else ? [utterance_usr] yes , i am looking for a train the same day that will be going to cambridge . can you help me ? [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-destination': 'cambridge', 'train-day': 'wednesday'}

[context] {'train-destination': 'ely', 'train-day': 'thursday', 'train-arriveby': '13:00'} [utterance_sys] too many options to choose from , can you please help narrow them down ? [utterance_usr] i am leaving peterborough [belief_state] {'train-destination': 'ely', 'train-day': 'thursday', 'train-arriveby': '13:00', 'train-departure': 'peterborough'}

[context] {} [utterance_sys] sure ! where are you coming from ? [utterance_usr] leaving jesus college .

[context] {'taxi-leaveat': '06:00', 'taxi-destination': 'darrys cookhouse and wine shop'} [utterance_sys] and what is your departure location ? [utterance_usr] i'll need to be picked up from cambridge contemporary art . [belief_state] {'taxi-leaveat': '06:00', 'taxi-destination': 'darrys cookhouse and wine shop', 'taxi-departure': 'cambridge contemporary art'}

[context] {'attraction-name': 'kings hedges learner pool', 'train-leaveat': '09:45', 'train-destination': 'peterborough', 'train-day': 'saturday'} [utterance_sys] sure , it leaves cambridge at 10:06 and gets to peterborough by 10:56 . 50 minutes total . [utterance_usr] okay , thank you so much for your help . [belief_state] {'attraction-name': 'kings hedges learner pool', 'train-leaveat': '09:45', 'train-destination': 'peterborough', 'train-day': 'saturday', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] i have 5 different restaurant -s . i have an asian oriental , 2 chinese , a european , and a french restaurant . do you have a preference ? [utterance_usr] european food , please .

[context] {'restaurant-food': 'modern eclectic', 'restaurant-area': 'centre', 'hotel-name': 'university arms hotel', 'hotel-area': 'centre', 'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-internet': 'no'} [utterance_sys] i am sorry , there are not any restaurant -s like that . would you like to try searching for something else ? [utterance_usr] how about lebanese food ? [belief_state] {'restaurant-food': 'lebanese', 'restaurant-area': 'centre', 'hotel-name': 'university arms hotel', 'hotel-area': 'centre', 'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-internet': 'no'}

[context] {'attraction-area': 'centre', 'train-destination': 'london kings cross', 'train-day': 'wednesday', 'train-arriveby': '08:30', 'train-departure': 'cambridge'} [utterance_sys] we have many fine attractions in the center of town . do you have a specific type in mind ? [utterance_usr] yes , please . multiple sports would be great . if not , theatre is my second choice . [belief_state] {'attraction-type': 'multiple sports|theatre', 'attraction-area': 'centre', 'train-destination': 'london kings cross', 'train-day': 'wednesday', 'train-arriveby': '08:30', 'train-departure': 'cambridge'}

[context] {'attraction-area': 'south', 'attraction-name': 'byard art', 'train-destination': 'kings lynn', 'train-arriveby': '19:30', 'train-departure': 'cambridge', 'train-day': 'saturday', 'train-leaveat': '18:00', 'train-book people': '5'} [utterance_sys] booking was successful , the total fee is 39.2 gbp payable at the station . reference number is : qkqt1kp9 . [utterance_usr] great that s all i needed . thanks for your help .

[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 cambridge contemporary art museum is in the centre and free to attend . [utterance_usr] great ! what is the post code and the address ? [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-book day': 'tuesday', 'restaurant-book people': '3', 'restaurant-book time': '18:30', 'restaurant-food': 'italian', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'frankie and bennys', 'restaurant-area': 'south', 'hotel-book day': 'tuesday', 'hotel-book people': '3', 'hotel-book stay': '2', 'hotel-name': 'arbury lodge guest house'} [utterance_sys] your booking is complete and the reference number is vvbm497n . [utterance_usr] i will also need a taxi , please . [belief_state] {'restaurant-book day': 'tuesday', 'restaurant-book people': '3', 'restaurant-book time': '18:30', 'restaurant-food': 'italian', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'frankie and bennys', 'restaurant-area': 'south', 'hotel-book day': 'tuesday', 'hotel-book people': '3', 'hotel-book stay': '2', 'hotel-name': 'arbury lodge guest house'}

[context] {} [utterance_sys] gladly . on what day are you traveling ? [utterance_usr] i will be traveling on sunday and need to arrive in cambridge by 14:45

[context] {} [utterance_sys] [utterance_usr] i am wanting a train that leaves on friday and goes to cambridge . [belief_state] {'train-destination': 'cambridge', 'train-day': 'friday'}

[context] {'hotel-book day': 'wednesday', 'hotel-book people': '4', 'hotel-book stay': '5', 'hotel-name': 'dontcare', 'hotel-area': 'north', 'hotel-pricerange': 'moderate', 'hotel-stars': '3', 'attraction-type': 'nightclub', 'attraction-area': 'dontcare'} [utterance_sys] the soul tree nightclub is quite lively . their postcode is cb23qf and their phone number is 01223477900 . [utterance_usr] great , thank you ! that s all for today ! bye bye ! [belief_state] {'hotel-book day': 'wednesday', 'hotel-book people': '4', 'hotel-book stay': '5', 'hotel-name': 'dontcare', 'hotel-area': 'north', 'hotel-pricerange': 'moderate', 'hotel-stars': '3', 'attraction-type': 'nightclub', 'attraction-area': 'dontcare'}

[context] {} [utterance_sys] sure . we have several options available . where will you be departing from ? [utterance_usr] i want to arrive by 11:30 .

[context] {} [utterance_sys] [utterance_usr] i am looking to book a train to cambridge . i need it to arrive by 16:00 . i also need it to department from cambridge . can you assist me ? [belief_state] {'train-destination': 'cambridge', 'train-arriveby': '16:00', 'train-departure': 'cambridge'}

[context] {'train-destination': 'london liverpool street'} [utterance_sys] there are many trains that travel from cambridge to london liverpool street . what day and time would you like to travel ? [utterance_usr] i would like to leave friday and arrive by 17:45 . [belief_state] {'train-leaveat': '17:45', 'train-destination': 'london liverpool street', 'train-day': 'friday', 'train-departure': 'cambridge'}

[context] {'hotel-area': 'south', 'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-type': 'hotel', 'hotel-name': 'lensfield hotel', 'hotel-book stay': '5', 'hotel-book day': 'friday', 'hotel-book people': '3', 'restaurant-food': 'mexican', 'restaurant-area': 'south'} [utterance_sys] there s the chiquito restaurant bar but its rather expensive . if that s okay , i can help you make a reservation . [utterance_usr] can i have the phone number and post code for that please ?

[context] {'hotel-book day': 'thursday', 'hotel-book people': '6', 'hotel-book stay': '3', 'hotel-name': 'lensfield hotel', 'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-stars': '3', 'hotel-type': 'hotel', 'attraction-name': 'kambar'} [utterance_sys] your room has been booked . your reference number is cafw873c . [utterance_usr] thank you so much . i appreciate your help with this . [belief_state] {'hotel-book day': 'thursday', 'hotel-book people': '6', 'hotel-book stay': '3', 'hotel-name': 'lensfield hotel', 'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-stars': '3', 'hotel-type': 'hotel', 'attraction-name': 'kambar'}

[context] {'attraction-type': 'college', 'attraction-area': 'west', 'train-departure': 'cambridge'} [utterance_sys] and what is your destination and day of travel please ? [utterance_usr] i want to get to bishop stafford on tuesday . [belief_state] {'attraction-type': 'college', 'attraction-area': 'west', 'train-destination': 'bishops stortford', 'train-day': 'tuesday', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] there are 33 restaurant -s that meet your needs . would you like to narrow it down by cuisine ? [utterance_usr] what is available for friday at 15:15 for 7 people ?

[context] {'train-destination': 'london liverpool street'} [utterance_sys] there are many trains that travel from cambridge to london liverpool street . what day and time would you like to travel ? [utterance_usr] i would like to leave friday and arrive by 17:45 . [belief_state] {'train-leaveat': '17:45', 'train-destination': 'london liverpool street', 'train-day': 'friday', 'train-departure': 'cambridge'}

[context] {'attraction-type': 'nightclub', 'attraction-area': 'centre'} [utterance_sys] the nightclubs in the center of town are ballare , club salsa , kambar , soul tree , and the fez club . [utterance_usr] can i get the phone number and address of ballare ? [belief_state] {'attraction-type': 'nightclub', 'attraction-name': 'ballare'}

[context] {} [utterance_sys] i would be happy to help you with your request , first i will need to know your destination and what day you would like to travel . [utterance_usr] i have like to travel to peterborough on wednesday , please .

[context] {'train-destination': 'london kings cross', 'train-arriveby': '20:30'} [utterance_sys] i can help with that . what day will you be travelling ? [utterance_usr] i will be leaving saturday . [belief_state] {'train-destination': 'london kings cross', 'train-day': 'saturday', 'train-arriveby': '20:30'}

[context] {} [utterance_sys] [utterance_usr] hi , could you help me find a train going to cambridge ? [belief_state] {'train-destination': 'cambridge'}

[context] {} [utterance_sys] yes . how many people in your party and when would you like this for ? [utterance_usr] there are 5 people , and we'd like it for friday at 18:15

[context] {'hotel-name': 'express by holiday inn cambridge', 'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-internet': 'yes', 'hotel-type': 'hotel'} [utterance_sys] sounds like a plan . may please get the number of guests , the day of arrival , and how many nights you will be staying ? [utterance_usr] i would like it for 2 people and 4 nights starting from monday . [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'}

[context] {} [utterance_sys] [utterance_usr] can you tell me about moderate -ly priced place -s to stay on the north side of town ? [belief_state] {'hotel-area': 'north', 'hotel-pricerange': 'moderate'}

[context] {} [utterance_sys] where would you like to be picked up from ? [utterance_usr] i am in wandlebury country park .

[context] {'attraction-type': 'swimming pool', 'attraction-area': 'north', 'train-destination': 'cambridge', 'train-day': 'sunday'} [utterance_sys] i would be happy to help you . can you tell me more about your trip ? where are you departing from ? [utterance_usr] i'll be departing from leicester and would like to leave after 21:00 . [belief_state] {'attraction-type': 'swimming pool', 'attraction-area': 'north', 'train-leaveat': '21:00', 'train-destination': 'cambridge', 'train-day': 'sunday', 'train-departure': 'leicester'}

[context] {'taxi-leaveat': '12:15', 'taxi-destination': 'tall monument', 'taxi-departure': 'aylesbray lodge guest house'} [utterance_sys] booking completed ! booked car type : yellow audi contact number : 07180084574 [utterance_usr] just to be sure a yellow taxi will get me from aylesbray lodge guest house to ask by 12:15 , correct ? [belief_state] {'taxi-leaveat': '12:15', 'taxi-destination': 'ask', 'taxi-departure': 'aylesbray lodge guest house'}

[context] {'train-destination': 'london kings cross', 'train-day': 'saturday', 'train-departure': 'cambridge'} [utterance_sys] i have 10 trains leaving on sunday . what is your preferred departure and arrival times ? [utterance_usr] the train should leave after 17:45

[context] {'train-leaveat': '14:15', 'train-destination': 'cambridge', 'train-departure': 'london kings cross'} [utterance_sys] what day would you like to leave ? [utterance_usr] i would like to leave on friday [belief_state] {'train-leaveat': '14:15', 'train-destination': 'cambridge', 'train-day': 'friday', 'train-departure': 'london kings cross'}

[context] {'restaurant-book day': 'monday', 'restaurant-book people': '2', 'restaurant-book time': '13:15', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'the lucky star', 'restaurant-area': 'south', 'attraction-type': 'museum', 'attraction-name': 'byard art'} [utterance_sys] sure ! there is no entrance fee to byard art . is there anything else i can help you with today ? [utterance_usr] i'll need a taxi [belief_state] {'restaurant-book day': 'monday', 'restaurant-book people': '2', 'restaurant-book time': '13:15', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'the lucky star', 'restaurant-area': 'south', 'attraction-type': 'museum', 'attraction-name': 'byard art'}

[context] {} [utterance_sys] [utterance_usr] can you help me find jinling noodle bar please , where is it ?

[context] {'restaurant-pricerange': 'moderate', 'restaurant-area': 'centre', 'attraction-type': 'college', 'attraction-name': 'christ college', 'attraction-area': 'centre'} [utterance_sys] the yippee noodle bar is in the centre and moderate -ly priced . would you like more information ? [utterance_usr] yes , i would like the post code . also , if you cannot get it for christ s college , do you know the entrance fee for downing college , by any chance ? [belief_state] {'restaurant-pricerange': 'moderate', 'restaurant-name': 'yippee noodle bar', 'restaurant-area': 'centre', 'attraction-type': 'college', 'attraction-name': 'christs college|downing college', 'attraction-area': 'centre'}

[context] {} [utterance_sys] [utterance_usr] i am looking for a cheap hotel that has free wifi . [belief_state] {'hotel-pricerange': 'cheap', 'hotel-internet': 'yes'}

[context] {} [utterance_sys] [utterance_usr] hi there . i am going on vacation and need a 3 star place to stay . can you help ?

[context] {'hotel-stars': '4'} [utterance_sys] i have found 214 star hotel -s . is there a certain area you want to stay in ? [utterance_usr] yes , in the east , please . [belief_state] {'hotel-area': 'east', 'hotel-stars': '4'}

[context] {'attraction-type': 'college', 'attraction-area': 'centre'} [utterance_sys] that address is king s parade . [utterance_usr] i need a train out of cambridge as well . i need to leave on friday . [belief_state] {'attraction-type': 'college', 'attraction-area': 'centre', 'train-day': 'friday', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] byard art is a museum that is located in the south . it is free to enter and the phone number is 01223464646 . [utterance_usr] do you know a hotel by the name of rosa s bed and breakfast ?

[context] {'attraction-type': 'college', 'attraction-area': 'west'} [utterance_sys] there are 5 colleges in that area . 3 have no entrance fees . would you like additional information on any of these ? [utterance_usr] no thank you . i am looking for information el shaddai hotel . [belief_state] {'hotel-name': 'el shaddia guest house', 'attraction-type': 'college', 'attraction-area': 'west'}

[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] i am looking for a train that departs from birmingham new street . it should arrive by 18:30 .

[context] {'attraction-type': 'park', 'attraction-name': 'cherry hinton water play', 'attraction-area': 'east', 'train-destination': 'cambridge', 'train-day': 'sunday'} [utterance_sys] where will you be coming from ? [utterance_usr] i need to leave london liverpool street and get there by 18:30 [belief_state] {'attraction-type': 'park', 'attraction-name': 'cherry hinton water play', 'attraction-area': 'east', 'train-destination': 'cambridge', 'train-day': 'saturday', 'train-arriveby': '18:30', 'train-departure': 'london liverpool street'}

[context] {'restaurant-food': 'modern european', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'darrys cookhouse and wine shop', 'restaurant-area': 'centre', 'attraction-type': 'concert hall', 'attraction-name': 'the man on the moon', 'attraction-area': 'centre'} [utterance_sys] the phone number for the man on the moon is , 01223474144 . is there anything else i can do for you ? [utterance_usr] no i do not need any more info thanks [belief_state] {'restaurant-food': 'modern european', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'darrys cookhouse and wine shop', 'restaurant-area': 'centre', 'attraction-type': 'concert hall', 'attraction-name': 'the man on the moon', 'attraction-area': 'centre'}

[context] {'hotel-area': 'south', 'hotel-pricerange': 'moderate', 'hotel-stars': '3', 'hotel-type': 'guest house', 'hotel-name': 'bridge guest house', 'hotel-book stay': '5', 'hotel-book day': 'friday', 'hotel-book people': '7', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'south'} [utterance_sys] sure , i have 2 moderate -ly priced restaurant -s in the south . they are pizza hut cherry hinton and restaurant alimentum . do either interest you ? [utterance_usr] can you get us a table at restaurant alimentum at 11:30 on friday ?

[context] {'restaurant-book day': 'tuesday', 'restaurant-book people': '8', 'restaurant-book time': '11:15', 'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'south', 'hotel-area': 'south'} [utterance_sys] i have found 4 different hotel -s in the south , all of which have free wifi and parking . would you like it o be cheap , moderate -ly priced , or expensive ? [utterance_usr] something in the same range as the hotel please . [belief_state] {'restaurant-book day': 'tuesday', 'restaurant-book people': '8', 'restaurant-book time': '11:15', 'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'south', 'hotel-area': 'south', 'hotel-pricerange': 'expensive'}

[context] {} [utterance_sys] there are quite a few restaurant -s here in the city ! did you have a particular type of food in mind , or a price range you would like to stay within ? [utterance_usr] i am actually looking for efes restaurant . i would like to book a table for 7 people on sunday at 19:30 . and please provide a reference number . [belief_state] {'restaurant-book day': 'sunday', 'restaurant-book people': '7', 'restaurant-book time': '19:30', 'restaurant-name': 'efes restaurant'}

[context] {} [utterance_sys] i have booked table at bedouin for you at 14:15 . the table will be reserved for 15 minutes . your reference number is k6qafbcr . [utterance_usr] thank you , i also need a train that will arrive by 14:45 on saturday

[context] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'south'} [utterance_sys] it is , as a matter of fact . would you like a table there ? [utterance_usr] yes , i would like a table there at 11:15 . we will have 8 people . i'll need the reference number . [belief_state] {'restaurant-book people': '8', 'restaurant-book time': '11:15', 'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'south'}

[context] {'hotel-book day': 'thursday', 'hotel-book people': '8', 'hotel-book stay': '4', 'hotel-name': 'cambridge belfry', 'hotel-pricerange': 'cheap', 'hotel-internet': 'yes', 'hotel-type': 'hotel'} [utterance_sys] you are all set at the cambridge belfry . your reference number is : lemrq8ia . anything else i can assist you with today ? [utterance_usr] actually yes , i need a train to cambridge . please get me 1 that arrives by 08:30 [belief_state] {'hotel-book day': 'thursday', 'hotel-book people': '8', 'hotel-book stay': '4', 'hotel-name': 'cambridge belfry', 'hotel-pricerange': 'cheap', 'hotel-internet': 'yes', 'hotel-type': 'hotel', 'train-destination': 'cambridge', 'train-arriveby': '08:30'}

[context] {'train-leaveat': '21:45', 'train-destination': 'stansted airport', 'train-day': 'friday', 'train-departure': 'cambridge'} [utterance_sys] how about tr3864 , which leaves at 22:40 ? they arrive at 23:08 . [utterance_usr] yes how long is the journey please ?

[context] {'train-leaveat': '12:45', 'train-destination': 'bishops stortford', 'train-day': 'tuesday', 'train-departure': 'cambridge'} [utterance_sys] tr2771 leaves at 13:29 . would you like me to book a reservation for you ? [utterance_usr] yes , please . i'll need it booked for 5 people . can i please have the reference number ? [belief_state] {'train-book people': '5', 'train-leaveat': '12:45', 'train-destination': 'bishops stortford', 'train-day': 'tuesday', 'train-departure': 'cambridge'}

[context] {'attraction-type': 'architecture', 'attraction-area': 'centre'} [utterance_sys] there are 5 options . great saint mary s church is a great option . [utterance_usr] sounds great , can i have the phone number , entrance fee , and the postcode please ? [belief_state] {'attraction-type': 'architecture', 'attraction-name': 'great saint marys church', 'attraction-area': 'centre'}

[context] {} [utterance_sys] your table has been reserved and will be held for 15 minutes . reference number rmkd81jf . would you like help with anything else today ? [utterance_usr] i am also looking for a park in the east . do you have any suggestions ?

[context] {'train-book people': '8', 'train-destination': 'london liverpool street', 'train-day': 'thursday', 'train-departure': 'cambridge'} [utterance_sys] your reference number is owvuy7zz . the total fee is 132.8 gbp payable at the station . do you need anything else ? [utterance_usr] thanks and yes , now that you asked , i really would like to check out some colleges in the centre [belief_state] {'attraction-type': 'college', 'attraction-area': 'centre', 'train-book people': '8', 'train-destination': 'london liverpool street', 'train-day': 'thursday', 'train-departure': 'cambridge'}

[context] {'taxi-leaveat': '05:00', 'taxi-departure': 'express by holiday inn cambridge', 'hotel-book day': 'saturday', 'hotel-book people': '1', 'hotel-book stay': '4', 'hotel-name': 'express by holiday inn cambridge', 'hotel-area': 'east', 'hotel-stars': '2', 'hotel-internet': 'yes', 'hotel-type': 'hotel'} [utterance_sys] first we need to find you a attraction then we could book your taxi i think . [utterance_usr] somewhere in the south , sorry need the phone # and admission fee [belief_state] {'taxi-leaveat': '05:00', 'taxi-departure': 'express by holiday inn cambridge', 'hotel-book day': 'saturday', 'hotel-book people': '1', 'hotel-book stay': '4', 'hotel-name': 'express by holiday inn cambridge', 'hotel-area': 'east', 'hotel-stars': '2', 'hotel-internet': 'yes', 'hotel-type': 'hotel', 'attraction-area': 'south'}

[context] {} [utterance_sys] [utterance_usr] are there any boating place -s in cambridge ?

[context] {'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '4', 'hotel-internet': 'yes'} [utterance_sys] they are all in the moderate price range . [utterance_usr] i need 1 near a swimmingpool . [belief_state] {'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '4', 'hotel-internet': 'yes', 'attraction-type': 'swimming pool', 'attraction-area': 'north'}

[context] {'restaurant-book day': 'wednesday', 'restaurant-book people': '3', 'restaurant-book time': '11:00', 'restaurant-food': 'indian', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'curry prince', 'restaurant-area': 'dontcare', 'hotel-name': 'hobsons house', 'hotel-area': 'dontcare', 'hotel-pricerange': 'moderate', 'hotel-stars': '3', 'hotel-type': 'guest house'} [utterance_sys] yes , it does . would you like me to book it for you ? [utterance_usr] no , just please get me their postcode and phone number and i'll take it from there [belief_state] {'restaurant-book day': 'wednesday', 'restaurant-book people': '3', 'restaurant-book time': '11:00', 'restaurant-food': 'indian', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'curry prince', 'restaurant-area': 'dontcare', 'hotel-name': 'hobsons house', 'hotel-area': 'dontcare', 'hotel-pricerange': 'moderate', 'hotel-stars': '3', 'hotel-type': 'guest house'}

[context] {} [utterance_sys] [utterance_usr] hello , i looking for a restaurant called golden house

[context] {} [utterance_sys] [utterance_usr] hello , i am looking for a hotel to stay that is in the moderate price range with free wifi . [belief_state] {'hotel-pricerange': 'moderate', 'hotel-internet': 'yes'}

[context] {} [utterance_sys] [utterance_usr] thank you . i am looking for a guest house . i am also looking for 1 that is rather cheap . [belief_state] {'hotel-pricerange': 'cheap', 'hotel-type': 'guest house'}

[context] {} [utterance_sys] [utterance_usr] i need to book a train to cambridge from a train leaving from stevenage .

[context] {'train-leaveat': '17:15', 'train-day': 'sunday'} [utterance_sys] what are your departure and arrival destinations ? [utterance_usr] i'll be leaving from cambridge and heading to stansted airport . [belief_state] {'train-leaveat': '17:15', 'train-destination': 'stansted airport', 'train-day': 'sunday', 'train-departure': 'cambridge'}

[context] {'train-destination': 'norwich', 'train-day': 'sunday'} [utterance_sys] where will you be coming from ? [utterance_usr] i'll be leaving from cambridge . is there a train that can get there before 17:15 ? [belief_state] {'train-destination': 'norwich', 'train-day': 'sunday', 'train-arriveby': '17:15'}

[context] {'train-destination': 'kings lynn', 'train-departure': 'cambridge', 'train-day': 'wednesday', 'train-leaveat': '15:15', 'train-book people': '5', 'hotel-pricerange': 'moderate', 'hotel-internet': 'yes', 'hotel-stars': '4', 'hotel-parking': 'yes', 'hotel-area': 'dontcare', 'hotel-name': 'acorn guest house'} [utterance_sys] no , you can stay for as long or as little as you like . [utterance_usr] ok thanks so much for your help . have a nice day !

[context] {'hotel-book day': 'wednesday', 'hotel-book people': '3', 'hotel-book stay': '4', 'hotel-name': 'cityroomz', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '0', 'hotel-internet': 'yes', 'train-leaveat': '18:15', 'train-destination': 'leicester', 'train-day': 'sunday', 'train-departure': 'cambridge'} [utterance_sys] booking was successful starting wed . reference number is : n18du4nr . cityroomz , sleeperz hotel , station road , cb12tz . [utterance_usr] great , thanks so much , that s all i need ! have a great day ! [belief_state] {'hotel-book day': 'wednesday', 'hotel-book people': '3', 'hotel-book stay': '4', 'hotel-name': 'cityroomz', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '0', 'hotel-internet': 'yes', 'train-leaveat': '18:15', 'train-destination': 'leicester', 'train-day': 'sunday', 'train-departure': 'cambridge'}

[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', 'hotel-parking': 'no', 'hotel-type': 'guest house'} [utterance_sys] i have 3 guest houses that meet your criteria . 1 is in the east and the other 2 in the north , which area would you prefer ? [utterance_usr] it does not matter , but i would prefer a 3 star 1 . [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-stars': '3', 'hotel-type': 'guest house'}

[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] {'hotel-book day': 'saturday', 'hotel-book people': '1', 'hotel-book stay': '4', 'hotel-name': 'express by holiday inn cambridge', 'hotel-area': 'east', 'hotel-stars': '2', 'hotel-internet': 'yes', 'hotel-type': 'hotel'} [utterance_sys] okay , i will work on booking this for you and be right back with you . [utterance_usr] may i get the reference number ? [belief_state] {'hotel-book day': 'saturday', 'hotel-book people': '1', 'hotel-book stay': '4', 'hotel-name': 'express by holiday inn cambridge', 'hotel-area': 'east', 'hotel-stars': '2', 'hotel-internet': 'yes', 'hotel-type': 'hotel'}

[context] {'attraction-name': 'whale of a time', 'train-book people': '4', 'train-leaveat': '11:35', 'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-arriveby': '11:52', 'train-departure': 'ely'} [utterance_sys] booking was successful , the total fee is 17.6 gbp payable at the station . reference number is : mm13yyhp . can i help you with anything else today ? [utterance_usr] thank you so much . that will be all today . goodbye [belief_state] {'attraction-name': 'whale of a time', 'train-book people': '4', 'train-leaveat': '11:35', 'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-arriveby': '11:52', 'train-departure': 'ely'}

[context] {'restaurant-food': 'chinese', 'restaurant-area': 'centre', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'hk fusion', 'restaurant-book time': '10:15', 'restaurant-book day': 'wednesday', 'restaurant-book people': '5'} [utterance_sys] is there anything else i can help you with today ? [utterance_usr] no that was all . thank you

[context] {'restaurant-food': 'french', 'restaurant-pricerange': 'dontcare', 'restaurant-name': 'cote'} [utterance_sys] cote s phone number is 01223311053 and they are located at bridge street city centre . is there anything else i can help you with today ? [utterance_usr] thank you . that is all i needed to know . bye bye ! [belief_state] {'restaurant-food': 'french', 'restaurant-pricerange': 'dontcare', 'restaurant-name': 'cote'}

[context] {} [utterance_sys] sure , i can help you with that . were you looking for a specific part of town ? [utterance_usr] in the east , please . [belief_state] {'attraction-area': 'east'}

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

[context] {} [utterance_sys] [utterance_usr] i am looking for an australian place to dine in . i need it to be cheap . [belief_state] {'restaurant-food': 'australian', 'restaurant-pricerange': 'cheap'}

[context] {'restaurant-book day': 'friday', 'restaurant-book people': '5', 'restaurant-book time': '13:00', 'restaurant-name': 'golden curry'} [utterance_sys] there s no table available at 13:00 . would you like me to try a different time ? [utterance_usr] yes , can you try at 12:00 please ? [belief_state] {'restaurant-book day': 'friday', 'restaurant-book people': '5', 'restaurant-book time': '12:00', 'restaurant-name': 'golden curry'}

[context] {} [utterance_sys] there are plenty of location -s for italian ! do you have a specific price range in mind ? [utterance_usr] no any place will do .

[context] {'hotel-pricerange': 'cheap', 'hotel-type': 'guest house'} [utterance_sys] i have 5 cheap guest houses available . do you have any other requirement -s for location or amenities ? [utterance_usr] the hotel does not need to have free parking and should have a star of 3 . [belief_state] {'hotel-parking': 'dontcare', 'hotel-pricerange': 'cheap', 'hotel-stars': '3', 'hotel-type': 'guest house'}

[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] {'hotel-pricerange': 'expensive', 'hotel-internet': 'yes', 'hotel-area': 'centre', 'train-day': 'tuesday', 'train-leaveat': '09:45'} [utterance_sys] where are you heading to and departing from please ? [utterance_usr] i am leaving from ely heading to cambridge .

[context] {'train-destination': 'cambridge', 'train-day': 'saturday', 'train-arriveby': '09:15'} [utterance_sys] okay , i can help you with that . where will you be departing from ? [utterance_usr] i'll be departing from peterborough . [belief_state] {'train-destination': 'cambridge', 'train-day': 'saturday', 'train-arriveby': '09:15', 'train-departure': 'peterborough'}

[context] {'restaurant-food': 'mexican', 'restaurant-name': 'chiquito restaurant bar', 'restaurant-area': 'south'} [utterance_sys] the address is 2g cambridge leisure park cherry hinton road cherry hinton . [utterance_usr] ok thank you . that s all for today then . [belief_state] {'restaurant-food': 'mexican', 'restaurant-name': 'chiquito restaurant bar', 'restaurant-area': 'south'}

[context] {'hotel-pricerange': 'moderate', 'hotel-stars': '4', 'hotel-internet': 'yes', 'hotel-parking': 'yes', 'hotel-type': 'guest house', 'hotel-book people': '7', 'hotel-book stay': '5', 'hotel-book day': 'monday', 'train-departure': 'cambridge', 'train-day': 'saturday', 'train-destination': 'peterborough', 'train-arriveby': '18:15'} [utterance_sys] tr5194 would suit your needs . can i book it for you ? [utterance_usr] book for 7 people and give me the reference number

[context] {'hotel-book day': 'friday', 'hotel-book people': '5', 'hotel-book stay': '5', 'hotel-name': 'cambridge belfry', 'hotel-area': 'west', 'hotel-pricerange': 'cheap', 'hotel-stars': '4', 'hotel-internet': 'yes', 'hotel-type': 'hotel'} [utterance_sys] you are booked and your reference number is ck82zwxd . can i help with anything else ? [utterance_usr] yes , can you help me find a train into cambridge ? [belief_state] {'hotel-book day': 'friday', 'hotel-book people': '5', 'hotel-book stay': '5', 'hotel-name': 'cambridge belfry', 'hotel-area': 'west', 'hotel-pricerange': 'cheap', 'hotel-stars': '4', 'hotel-internet': 'yes', 'hotel-type': 'hotel', 'train-destination': 'cambridge'}

[context] {} [utterance_sys] [utterance_usr] i would like to find a cheap restaurant that serves tuscan food [belief_state] {'restaurant-food': 'tuscan', 'restaurant-pricerange': 'cheap'}

[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', 'train-destination': 'london liverpool street', 'train-day': 'sunday', 'train-departure': 'cambridge', 'train-arriveby': '12:15', 'train-book people': '7'} [utterance_sys] booking was successful , the total fee is 92.96 gbp payable at the station . reference number is : 3epmfsfa . [utterance_usr] i am all set , thank you for the help .

[context] {'restaurant-food': 'mediterranean', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'la mimosa', 'restaurant-area': 'centre', 'train-leaveat': '16:45', 'train-destination': 'cambridge', 'train-day': 'monday', 'train-departure': 'birmingham new street'} [utterance_sys] i have a train leaving at 17:40 from birmingham new street to cambridge . would you like me to book it ? [utterance_usr] yes please and can you give me the travel time , arrival time , and train id ? [belief_state] {'restaurant-food': 'mediterranean', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'la mimosa', 'restaurant-area': 'centre', 'train-leaveat': '16:45', 'train-destination': 'cambridge', 'train-day': 'monday', 'train-departure': 'birmingham new street'}

[context] {'restaurant-book day': 'thursday', 'restaurant-book people': '7', 'restaurant-book time': '16:15', 'restaurant-food': 'chinese', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'golden house', 'restaurant-area': 'centre'} [utterance_sys] okay . glad i could help . enjoy your dining experience . [utterance_usr] thanks so much . have a great day ! [belief_state] {'restaurant-book day': 'thursday', 'restaurant-book people': '7', 'restaurant-book time': '16:15', 'restaurant-food': 'chinese', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'golden house', 'restaurant-area': 'centre'}

[context] {'restaurant-name': 'restaurant alimentum', 'restaurant-book time': '12:30', 'restaurant-book day': 'friday', 'restaurant-book people': '1'} [utterance_sys] booking was successful . the table will be reserved for 15 minutes . reference number is : ao7b2s0g . [utterance_usr] i am also looking for museum type attractions in the centre

[context] {} [utterance_sys] i have colleges , museums , nightclubs , swimming pools , etc ? is there something particular you would like to do and i can narrow it down . [utterance_usr] a nightclub sounds fun . is there 1 in the centre of town ? [belief_state] {'attraction-type': 'nightclub', 'attraction-area': 'centre'}

[context] {'train-book people': '6', 'train-leaveat': '18:30', 'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-departure': 'leicester'} [utterance_sys] okay , the booking was successful . your reference number is m3uvolvxd . the total fee of 226.8 gbp is payable at the station . [utterance_usr] thanks ! i am also looking for a place to stay that s a guest house . [belief_state] {'hotel-type': 'guest house', 'train-book people': '6', 'train-leaveat': '18:30', 'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-departure': 'leicester'}

[context] {} [utterance_sys] [utterance_usr] please find a place to eat that serves south indian food in the center .

[context] {} [utterance_sys] [utterance_usr] yes , i am looking for a cheap place to eat on the east side . do you know of anything ? [belief_state] {'restaurant-pricerange': 'cheap', 'restaurant-area': 'east'}

[context] {'attraction-type': 'college', 'attraction-area': 'centre', 'train-day': 'friday', 'train-departure': 'cambridge'} [utterance_sys] what is your destination ? [utterance_usr] i want to go to peterborough . [belief_state] {'attraction-type': 'college', 'attraction-area': 'centre', 'train-destination': 'peterborough', 'train-day': 'friday', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] [utterance_usr] hi , i would like to book a train leaving from birmingham new street and arriving in cambridge .

[context] {} [utterance_sys] [utterance_usr] i would like a train leaving from norwich and arriving by 17:15 , please . [belief_state] {'train-arriveby': '17:15', 'train-departure': 'norwich'}

[context] {'hotel-parking': 'dontcare', 'hotel-internet': 'dontcare', 'hotel-type': 'guest house', 'train-destination': 'bishops stortford', 'train-day': 'tuesday', 'train-arriveby': '16:30', 'train-departure': 'cambridge'} [utterance_sys] i recommend the a & b guest house in the east . it s moderate -ly priced and 4 stars . [utterance_usr] that s great then , i'll talk to you sometime again . [belief_state] {'hotel-name': 'a and b guest house', 'hotel-parking': 'dontcare', 'hotel-pricerange': 'moderate', 'hotel-stars': '4', 'hotel-internet': 'dontcare', 'hotel-type': 'guest house', 'train-destination': 'bishops stortford', 'train-day': 'tuesday', 'train-arriveby': '16:30', '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', 'train-departure': 'cambridge', 'train-day': 'friday', 'train-leaveat': '09:45', 'train-destination': 'norwich'} [utterance_sys] the earliest departure is at 11:00 , is that satisfactory for you ? [utterance_usr] yes , that sounds fine . can you get tickets for our whole group of 5 ?

[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-leaveat': '16:00', 'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-departure': 'kings lynn'} [utterance_sys] there are 8 trains that leave kings lynn after 16:00 . the earliest leaves at 16:11 . would you like to book this train ? [utterance_usr] no just the id please [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] {'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] {} [utterance_sys] unfortunately , i was unable to find a restaurant that serves northern european food . is there anything else i can help you with ? [utterance_usr] okay , what about a restaurant that serves modern european food ?

[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] {} [utterance_sys] [utterance_usr] i need a restaurant in the east part of town that serves world food . [belief_state] {'restaurant-food': 'world', 'restaurant-area': 'east'}

[context] {'attraction-type': 'museum', 'attraction-area': 'centre', 'attraction-name': 'castle galleries', 'hotel-type': 'guest house', 'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-name': 'acorn guest house', 'hotel-book stay': '4', 'hotel-book day': 'sunday', 'hotel-book people': '3', 'taxi-destination': 'castle galleries', 'taxi-departure': 'acorn guest house', 'taxi-leaveat': '05:15'} [utterance_sys] sure ! i have set that up . booked car type is a white toyota and the contact number is 07365958401 . [utterance_usr] thank you so much for your help . that was all i needed .

[context] {'taxi-destination': 'hughes hall', 'taxi-departure': 'pizza express', 'taxi-arriveby': '14:00', 'restaurant-book day': 'monday', 'restaurant-book people': '6', 'restaurant-book time': '14:00', 'restaurant-food': 'italian', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'centre', 'attraction-type': 'college', 'attraction-name': 'hughes hall', 'attraction-area': 'centre'} [utterance_sys] booking completed ! booked car type : white toyota contact number : 07841942758 [utterance_usr] great ! that was all i needed and [belief_state] {'taxi-destination': 'hughes hall', 'taxi-departure': 'pizza express', 'taxi-arriveby': '14:00', 'restaurant-book day': 'monday', 'restaurant-book people': '6', 'restaurant-book time': '14:00', 'restaurant-food': 'italian', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'centre', 'attraction-type': 'college', 'attraction-name': 'hughes hall', 'attraction-area': 'centre'}

[context] {'restaurant-food': 'dontcare', 'hotel-name': 'university arms hotel', 'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-type': 'hotel'} [utterance_sys] yes , the university arms hotel has internet access . it is expensive , and its postcode is cb21ad . would you like to book it ? [utterance_usr] no , that s ok . i am also looking for a restaurant that serves indian food in the cheap price range . [belief_state] {'restaurant-food': 'indian', 'restaurant-pricerange': 'cheap', 'hotel-name': 'university arms hotel', 'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-type': 'hotel'}

[context] {'attraction-type': 'museum', 'attraction-area': 'centre', 'attraction-name': 'castle galleries'} [utterance_sys] the castle galleries is located at unit su43 , grande arcade , saint andrews street . it s in the city centre . [utterance_usr] okay , that sounds great . i also need a train that leaves on sunday after 17:30 from cambridge going to stevenage .

[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] {'restaurant-book day': 'wednesday', 'restaurant-book people': '3', 'restaurant-book time': '12:15', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'restaurant alimentum', 'restaurant-area': 'south'} [utterance_sys] of course . the restaurant is on 152154 hills road and their phone number is 01223413000 . [utterance_usr] great , that s all i needed . have a lovely day . [belief_state] {'restaurant-book day': 'wednesday', 'restaurant-book people': '3', 'restaurant-book time': '12:15', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'restaurant alimentum', 'restaurant-area': 'south'}

[context] {'hotel-pricerange': 'moderate', 'hotel-parking': 'yes', 'hotel-type': 'guest house', 'hotel-name': 'archway house', 'restaurant-pricerange': 'expensive', 'restaurant-food': 'international'} [utterance_sys] sure i have 3 restaurant -s to choose from . do you have a price range preference ? [utterance_usr] yes , it should also be moderate priced .

[context] {'hotel-area': 'south', 'hotel-parking': 'yes', 'hotel-internet': 'yes', 'hotel-type': 'guest house'} [utterance_sys] it fills both of those criteria . do you want me to book it ? [utterance_usr] can you tell me the price range ? i also need the address . [belief_state] {'hotel-area': 'south', 'hotel-parking': 'yes', 'hotel-internet': 'yes', 'hotel-type': 'guest house'}

[context] {'restaurant-book day': 'wednesday', 'restaurant-book people': '7', 'restaurant-book time': '14:30', 'restaurant-food': 'italian', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'pizza hut fenditton', 'restaurant-area': 'centre', 'hotel-area': 'centre', 'hotel-stars': '3', 'hotel-type': 'guest house'} [utterance_sys] alexander bed and breakfast is the 4 star rated place . [utterance_usr] does it have free wifi ? [belief_state] {'restaurant-book day': 'wednesday', 'restaurant-book people': '7', 'restaurant-book time': '14:30', 'restaurant-food': 'italian', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'pizza hut fenditton', 'restaurant-area': 'centre', 'hotel-area': 'centre', 'hotel-stars': '3', 'hotel-internet': 'yes', 'hotel-type': 'guest house'}

[context] {'restaurant-food': 'italian', 'restaurant-area': 'centre', 'restaurant-name': 'pizza express'} [utterance_sys] the phone number is 01223324033 . [utterance_usr] great . i am also looking for a train departing leicester and arriving before 10:15 at my destination .

[context] {'train-destination': 'cambridge'} [utterance_sys] where and when are you departing from ? [utterance_usr] i am leaving from london kings cross after 14:15 . [belief_state] {'train-leaveat': '14:15', 'train-destination': 'cambridge', 'train-departure': 'london kings cross'}

[context] {'hotel-book day': 'sunday', 'hotel-book stay': '4', 'hotel-name': 'hobsons house', 'hotel-pricerange': 'moderate', 'hotel-stars': '3', 'hotel-internet': 'yes'} [utterance_sys] how many people are in your party ? [utterance_usr] oh , yeah , 5 people , please . [belief_state] {'hotel-book day': 'sunday', 'hotel-book people': '5', 'hotel-book stay': '4', 'hotel-name': 'hobsons house', 'hotel-pricerange': 'moderate', 'hotel-stars': '3', 'hotel-internet': 'yes'}

[context] {'restaurant-pricerange': 'expensive', 'restaurant-area': 'centre', 'restaurant-food': 'dontcare', 'restaurant-name': 'bedouin', 'restaurant-book time': '12:15', 'restaurant-book day': 'thursday', 'restaurant-book people': '6', 'train-destination': 'broxbourne', 'train-day': 'friday', 'train-arriveby': '17:15', 'train-book people': '6', 'train-departure': 'cambridge', 'train-leaveat': '16:01'} [utterance_sys] your train is booked for 6 and the reference number is tdipdcjw . can i help you with anything else ? [utterance_usr] that will be all , thank you .

[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-book people': '5', 'train-destination': 'cambridge', 'train-day': 'monday', 'train-arriveby': '13:30', 'train-departure': 'london kings cross'} [utterance_sys] the train id for the 11:17 on monday to london kings cross is tr5720 . is there anything else that i can help you with today ? [utterance_usr] no , i think that s all that i am looking for , thank for the help ! [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] {} [utterance_sys] [utterance_usr] i am looking for a restaurant . the restaurant should serve italian food and should be in the moderate price range [belief_state] {'restaurant-food': 'italian', 'restaurant-pricerange': 'moderate'}

[context] {'hotel-name': 'allenbell', 'hotel-book stay': '5', 'hotel-book day': 'monday', 'hotel-book people': '7'} [utterance_sys] i am sorry , the allenbell could not accommodate that particular reservation . would you like to try for a different day , or a shorter stay ? [utterance_usr] could you try 4 nights ?

[context] {'restaurant-food': 'singaporean', 'restaurant-pricerange': 'cheap'} [utterance_sys] my system is not showing anything , do you have a particular name or any alternative type restaurant -s you would like me to try ? [utterance_usr] is there anything that is cheap , and in the south that could serve singaporean food ? [belief_state] {'restaurant-food': 'singaporean', 'restaurant-pricerange': 'cheap', 'restaurant-area': 'south'}

[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] {'restaurant-food': 'international', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'centre', 'restaurant-name': 'the varsity restaurant', 'restaurant-book time': '13:00', 'restaurant-book day': 'sunday', 'restaurant-book people': '4', 'train-destination': 'ely', 'train-arriveby': '21:30'} [utterance_sys] can you tell me what day you want to go , please ? [utterance_usr] i need to leave cambridge on monday .

[context] {'restaurant-book day': 'monday', 'restaurant-book people': '4', 'restaurant-book time': '19:15', 'restaurant-food': 'italian', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'zizzi cambridge', 'restaurant-area': 'centre', 'attraction-name': 'emmanuel college'} [utterance_sys] where would you like to depart from , and at what time ? [utterance_usr] i need to go from the college to the restaurant by 19:15 on monday . [belief_state] {'taxi-leaveat': '19:15', 'taxi-destination': 'zizzi cambridge', 'taxi-departure': 'emmanuel college', 'restaurant-book day': 'monday', 'restaurant-book people': '4', 'restaurant-book time': '19:15', 'restaurant-food': 'italian', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'zizzi cambridge', 'restaurant-area': 'centre', 'attraction-name': 'emmanuel college'}

[context] {} [utterance_sys] [utterance_usr] hi , i am looking for a place to stay that has free parking . [belief_state] {'hotel-parking': 'yes'}

[context] {'restaurant-food': 'international', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'centre', 'restaurant-name': 'the varsity restaurant', 'restaurant-book time': '13:00', 'restaurant-book day': 'sunday', 'restaurant-book people': '4', 'train-destination': 'ely', 'train-arriveby': '21:30'} [utterance_sys] can you tell me what day you want to go , please ? [utterance_usr] i need to leave cambridge on monday .

[context] {'train-destination': 'ely', 'train-departure': 'cambridge'} [utterance_sys] what day would you like to travel , and at what time do you want to leave ? [utterance_usr] i would like to travel on saturday , but i do not want to leave until after 19:30 . [belief_state] {'train-leaveat': '19:30', 'train-destination': 'ely', 'train-day': 'saturday', 'train-departure': 'cambridge'}

[context] {'hotel-parking': 'dontcare', 'hotel-internet': 'dontcare', 'hotel-type': 'guest house', 'train-destination': 'bishops stortford', 'train-day': 'tuesday', 'train-arriveby': '16:30', 'train-departure': 'cambridge'} [utterance_sys] let s narrow down our search . what price range would you like to be in ? [utterance_usr] what are my options for guest houses ? i am not sure about the area , price , or stars . [belief_state] {'hotel-parking': 'dontcare', 'hotel-internet': 'dontcare', 'hotel-type': 'guest house', 'train-destination': 'bishops stortford', 'train-day': 'tuesday', 'train-arriveby': '16:30', 'train-departure': 'cambridge'}

[context] {'train-destination': 'london kings cross', 'train-day': 'sunday', 'train-departure': 'cambridge', 'train-leaveat': 'dontcare', 'train-arriveby': '14:00'} [utterance_sys] booking was successful , the total fee is 18.88 gbp payable at the station . reference number is : vjgoo2n8 . [utterance_usr] great , thanks for your help .

[context] {'restaurant-book day': 'friday', 'restaurant-book people': '8', 'restaurant-book time': '19:30', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'centre', 'train-departure': 'broxbourne'} [utterance_sys] ok , your table will be reserved for 15 minutes . reference number is 56ahcple . [utterance_usr] awesome . thanks for your help today [belief_state] {'restaurant-book day': 'friday', 'restaurant-book people': '8', 'restaurant-book time': '19:30', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'centre', 'train-departure': 'broxbourne'}

[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] {} [utterance_sys] i apologize , but there s no openings for that time frame . would you like to try for a shorter stay or another day ? [utterance_usr] please try 1 night , thank you .

[context] {'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-type': 'hotel', 'attraction-type': 'swimming pool'} [utterance_sys] there are 3 hotel -s matching your description . do you have a preference regarding price range or area of location ? [utterance_usr] nah , pick your favorite and book a room for me , please ! we'll be arriving on tuesday and staying 5 nights . there will be 6 of us . [belief_state] {'hotel-book day': 'tuesday', 'hotel-book people': '6', 'hotel-book stay': '5', 'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-type': 'hotel', 'attraction-type': 'swimming pool'}

[context] {'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive'} [utterance_sys] if you would like to eat in the city center , i recommend the curry garden . their phone is 01223302330 . can i book you a table ? [utterance_usr] yes , can you please book a table for 1 for 17:15 on thursday . could i have the reference number please ? [belief_state] {'restaurant-book day': 'thursday', 'restaurant-book people': '1', 'restaurant-book time': '17:15', 'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive'}

[context] {'attraction-type': 'boat', 'attraction-area': 'north', 'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-arriveby': '10:07', 'train-departure': 'bishops stortford', 'train-book people': '1'} [utterance_sys] your booking was succesful and the total fee is 10.1 gbp . reference number is g3qfx52v . may i help you with anything else today ? [utterance_usr] no , that is all i will be needing . thanks so much . bye .

[context] {'train-book people': '4', 'train-destination': 'ely', 'train-day': 'saturday', 'train-arriveby': '13:00'} [utterance_sys] i have done that . the price will be 14.08 gbp payable at the station . your reference number is ir7hsmg4 . any else i can do for you ? [utterance_usr] no , that will be all [belief_state] {'train-book people': '4', 'train-destination': 'ely', 'train-day': 'saturday', 'train-arriveby': '13:00'}

[context] {'attraction-area': 'west'} [utterance_sys] there are a few place -s , do you have any preferences in attraction types ? [utterance_usr] great ! i would like to visit a pool . can you give me the address please ? [belief_state] {'attraction-type': 'swimming pool', 'attraction-area': 'west'}

[context] {} [utterance_sys] what day did you have in mind ? [utterance_usr] i would like to leave on tuesday and book travel for 8 people . i will also need the reference number .

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

[context] {'train-destination': 'cambridge', 'train-day': 'saturday', 'train-arriveby': '08:30', 'train-departure': 'peterborough'} [utterance_sys] :train tr9422 departs cambridge and arrives in peterborough at 08:09 , will that 1 work for you ? [utterance_usr] that sounds great . please make a booking for 8 people , please .

[context] {'restaurant-book day': 'friday', 'restaurant-book people': '7', 'restaurant-book time': '15:15', 'restaurant-food': 'japanese', 'restaurant-name': 'wagamama', 'restaurant-area': 'centre', 'train-leaveat': '13:45', 'train-destination': 'norwich', 'train-day': 'saturday', 'train-departure': 'cambridge'} [utterance_sys] yes , there are 10 trains that would work . they run every hour starting at 14:36 . when would you like to arrive in norwich ? [utterance_usr] it does not matter when i arrive as long as i leave after 14:35 from cambridge on saturday . and i'll want to book the train for the same group of people . [belief_state] {'restaurant-book day': 'friday', 'restaurant-book people': '7', 'restaurant-book time': '15:15', 'restaurant-food': 'japanese', 'restaurant-name': 'wagamama', 'restaurant-area': 'centre', 'train-book people': '8', 'train-leaveat': '13:45', 'train-destination': 'norwich', 'train-day': 'saturday', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] [utterance_usr] i am looking for a restaurant . the restaurant should serve italian food and should be in the moderate price range [belief_state] {'restaurant-food': 'italian', 'restaurant-pricerange': 'moderate'}

[context] {} [utterance_sys] all set . your reference number is p1sj79yb . [utterance_usr] that s all i need today . thank you for your help !

[context] {'hotel-book day': 'thursday', 'hotel-book people': '5', 'hotel-book stay': '5', 'hotel-name': 'el shaddia guest house', 'attraction-type': 'college', 'attraction-area': 'west'} [utterance_sys] of course , reference number is : 2slflkic . is there anything else i can help you with ? [utterance_usr] thank you . that is all i needed for now . have a nice day ! [belief_state] {'hotel-book day': 'thursday', 'hotel-book people': '5', 'hotel-book stay': '5', 'hotel-name': 'el shaddia guest house', 'attraction-type': 'college', 'attraction-area': 'west'}

[context] {'restaurant-food': 'european', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'dontcare', 'hotel-pricerange': 'expensive', 'hotel-stars': '4', 'hotel-internet': 'yes', 'hotel-type': 'hotel'} [utterance_sys] there are 2 hotel -s that match your requirement -s . 1 is in the west and 1 is in the centre . do you have a preference of area ? [utterance_usr] it does not matter but can you find 1 in the expensive price range ? [belief_state] {'restaurant-food': 'european', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'dontcare', 'hotel-area': 'dontcare', 'hotel-pricerange': 'expensive', 'hotel-stars': '4', 'hotel-internet': 'yes', 'hotel-type': 'hotel'}

[context] {} [utterance_sys] hi , i have 33 available . i would like to narrow it down . what area do you want to stay in . [utterance_usr] i would like the south .

[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] {'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] {'attraction-area': 'south'} [utterance_sys] there are a few attractions in the south , you might like byard art it s a free museum . would you like the address ? [utterance_usr] yes , please provide the address .

[context] {'hotel-book day': 'monday', 'hotel-book people': '1', 'hotel-book stay': '2', 'hotel-area': 'east', 'hotel-pricerange': 'moderate', 'hotel-type': 'guest house'} [utterance_sys] booking was successful . reference number is : i4afi8et . what else do you need ? [utterance_usr] i am looking for an attraction called the cambridge corn exchange ? can you provide me with more information ? [belief_state] {'hotel-book day': 'monday', 'hotel-book people': '1', 'hotel-book stay': '2', 'hotel-area': 'east', 'hotel-pricerange': 'moderate', 'hotel-type': 'guest house', 'attraction-name': 'the cambridge corn exchange'}

[context] {'restaurant-food': 'italian', 'restaurant-area': 'centre'} [utterance_sys] there are 9 restaurant -s to choose from . what is your price range ? [utterance_usr] i will need to have 1 that is cheap . [belief_state] {'restaurant-food': 'italian', 'restaurant-pricerange': 'cheap', 'restaurant-area': 'centre'}

[context] {} [utterance_sys] there are several free churches in the centre area , including all saints church , holy trinity church , little saint mary s church , and old schools . great saint mary s church costs 2 pounds . [utterance_usr] all saints church sounds nice , can i please get their postcode and phone number ?

[context] {'attraction-type': 'museum', 'attraction-area': 'centre', 'train-destination': 'norwich', 'train-day': 'tuesday', 'train-arriveby': '12:30', 'train-departure': 'cambridge'} [utterance_sys] how about broughton house gallery ? [utterance_usr] could you let me know the address and how much it costs ? [belief_state] {'attraction-type': 'museum', 'attraction-name': 'broughton house gallery', 'attraction-area': 'centre', 'train-destination': 'norwich', 'train-day': 'tuesday', 'train-arriveby': '12:30', 'train-departure': 'cambridge'}

[context] {'taxi-destination': 'hughes hall', 'taxi-departure': 'pizza express', 'restaurant-book day': 'monday', 'restaurant-book people': '6', 'restaurant-book time': '14:00', 'restaurant-food': 'italian', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'centre', 'attraction-type': 'college', 'attraction-name': 'hughes hall', 'attraction-area': 'centre'} [utterance_sys] okay . i can get you a taxi if you know the time you would like to leave or arrive . [utterance_usr] i need to arrive by 14:00 . [belief_state] {'taxi-destination': 'hughes hall', 'taxi-departure': 'pizza express', 'taxi-arriveby': '14:00', 'restaurant-book day': 'monday', 'restaurant-book people': '6', 'restaurant-book time': '14:00', 'restaurant-food': 'italian', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'centre', 'attraction-type': 'college', 'attraction-name': 'hughes hall', 'attraction-area': 'centre'}

[context] {'train-destination': 'cambridge', 'train-day': 'thursday', 'train-arriveby': '08:45', 'train-departure': 'stevenage'} [utterance_sys] there are 2 trains that leave stevenage and arrive in cambrige at 6:43 , 1 leaves at 5:54 and the other 7:54 , would you like to book 1 of those ? [utterance_usr] can you please book me for the train that arrives latest . i need 8 tickets .

[context] {'train-leaveat': '14:30', 'train-destination': 'birmingham new street', 'train-departure': 'cambridge'} [utterance_sys] sure , how many tickets do you want ? [utterance_usr] i need it for 8 people [belief_state] {'train-book people': '8', 'train-leaveat': '14:30', 'train-destination': 'birmingham new street', 'train-departure': 'cambridge'}

[context] {'attraction-type': 'entertainment', 'attraction-area': 'south'} [utterance_sys] there are many in the south can i ask what type you are looking for ? [utterance_usr] there is no specific type of venue . but i would like the phone number , address , and postcode . [belief_state] {'attraction-type': 'entertainment', 'attraction-name': 'dontcare', 'attraction-area': 'south'}

[context] {'restaurant-food': 'italian', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'centre', 'restaurant-book time': '12:45', 'restaurant-book day': 'sunday', 'restaurant-book people': '8', 'attraction-name': 'sheeps green and lammas land park fen causeway'} [utterance_sys] sheep s green and lammas land park fen causeway is a park in the south part of town at fen causeway , newnham road . the postcoe is cb22ad . [utterance_usr] does it have an entrance fee ?

[context] {'restaurant-area': 'east'} [utterance_sys] pizza hut fen ditton is moderate -ly priced and at the east side of the city . [utterance_usr] is there another 1 as well ? [belief_state] {'restaurant-area': 'east'}

[context] {'restaurant-book day': 'sunday', 'restaurant-book people': '3', 'restaurant-book time': '16:15', 'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'west', 'hotel-area': 'south', 'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-internet': 'yes'} [utterance_sys] rosa s bed and breakfast is the 1 i recommend . it s address is 53 roseford road and it s phone number is 01223512596 [utterance_usr] do they offer free parking ? [belief_state] {'restaurant-book day': 'sunday', 'restaurant-book people': '3', 'restaurant-book time': '16:15', 'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'west', 'hotel-area': 'south', 'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-internet': 'yes'}

[context] {} [utterance_sys] [utterance_usr] i am looking for a place to dine in the centre with an expensive price range .

[context] {} [utterance_sys] [utterance_usr] i am looking for an expensive australian place . [belief_state] {'restaurant-food': 'australian', 'restaurant-pricerange': 'expensive'}

[context] {'attraction-type': 'museum', 'attraction-area': 'west'} [utterance_sys] yes there are many . do you have a preference for type ? [utterance_usr] as long as it s a museum in the west , i am happy . can you pick 1 and give me the postcode ? [belief_state] {'attraction-type': 'museum', 'attraction-area': 'west'}

[context] {'hotel-name': 'kirkwood house', 'hotel-book stay': '6', 'hotel-book day': 'monday', 'hotel-book people': '1'} [utterance_sys] okay i have booked you for 5 nights and your reservation number is 3a42d73d . [utterance_usr] i also need a train that arrives by 17:45 on monday . departing from stevenage and arriving in cambridge

[context] {} [utterance_sys] [utterance_usr] i would like a train leaving from norwich and arriving by 17:15 , please . [belief_state] {'train-arriveby': '17:15', 'train-departure': 'norwich'}

[context] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'ugly duckling', 'restaurant-area': 'centre', 'attraction-name': 'castle galleries', 'attraction-area': 'centre'} [utterance_sys] their address is unit su43 , grande arcade , saint andrews street and their postcode is cb23bj . [utterance_usr] no that s all , thank you ! [belief_state] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'ugly duckling', 'restaurant-area': 'centre', 'attraction-name': 'castle galleries', 'attraction-area': 'centre'}

[context] {'attraction-type': 'college', 'attraction-area': 'centre', 'attraction-name': 'christ college'} [utterance_sys] you can reach christ s college at 01223334900 . as far as guest houses , i have 2 that meet your criteria . both offer free wifi and parking . hobson s house is moderate -ly priced . [utterance_usr] hobson s house sounds interesting . what is their phone number ?

[context] {'hotel-area': 'south', 'hotel-pricerange': 'moderate', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'attraction-type': 'museum', 'attraction-name': 'byard art', 'attraction-area': 'south'} [utterance_sys] i have 2 options in the south . both offer free wifi and parking . the bridge guest house is 3 star rated . the other is aylesbray lodge guest house which has 4 star rated . [utterance_usr] sounds good . can i book a room for 1 person for 2 nights starting tuesday ? [belief_state] {'hotel-book day': 'tuesday', 'hotel-book people': '1', 'hotel-book stay': '2', 'hotel-area': 'south', 'hotel-pricerange': 'moderate', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'attraction-type': 'museum', 'attraction-name': 'byard art', 'attraction-area': 'south'}

[context] {'restaurant-pricerange': 'moderate', 'restaurant-area': 'centre', 'attraction-type': 'architecture', 'attraction-name': 'great saint marys church', 'attraction-area': 'centre'} [utterance_sys] the yipppee noodle bar serves asian food in the city centre and is moderate -ly priced . would you like the address and phone number ? [utterance_usr] that s not necessary . i want to book a table for 1 person at 15:45 on saturday . [belief_state] {'restaurant-book day': 'saturday', 'restaurant-book people': '1', 'restaurant-book time': '15:45', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'centre', 'attraction-type': 'architecture', 'attraction-name': 'great saint marys church', 'attraction-area': 'centre'}

[context] {} [utterance_sys] did you need tickets for that train ? [utterance_usr] not right now , but thanks for asking . i was wondering if there are any parks on the south side of town , though .

[context] {} [utterance_sys] [utterance_usr] yes , i am looking for a cheap place to eat on the east side . do you know of anything ? [belief_state] {'restaurant-pricerange': 'cheap', 'restaurant-area': 'east'}

[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] {} [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] {'restaurant-food': 'dontcare', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'pipasha restaurant', 'restaurant-area': 'east'} [utterance_sys] is there anything else i can help you find today ? [utterance_usr] thank you goodbye . [belief_state] {'restaurant-food': 'dontcare', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'pipasha restaurant', 'restaurant-area': 'east'}

[context] {'hotel-area': 'west', 'hotel-type': 'hotel'} [utterance_sys] do you prefer a guest house or a hotel ? [utterance_usr] i would like a hotel . [belief_state] {'hotel-area': 'west', 'hotel-type': 'hotel'}

[context] {'train-destination': 'cambridge', 'train-day': 'monday', 'train-departure': 'birmingham new street', 'train-leaveat': '17:00', 'restaurant-name': 'la raza'} [utterance_sys] i was able to find it on 46 rose crescent in the centre of town . [utterance_usr] great . i would like to book a table for 5 people at 21:00 on the same day , please .

[context] {'train-book people': '5', 'train-leaveat': '17:45', 'train-destination': 'cambridge', 'train-day': 'saturday', 'train-departure': 'london liverpool street'} [utterance_sys] i have you booked on tr3940 saturday leaving at 19:39 and arriving at 21:07 . the reference number is x56ozzgl and it will be 13.28 gbp at the station . [utterance_usr] great . i also need a cheap 4 star hotel . [belief_state] {'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'}

[context] {'attraction-area': 'west', 'train-book people': '7', 'train-destination': 'norwich', 'train-day': 'sunday', 'train-arriveby': '17:15'} [utterance_sys] the lynne strover gallery is located at 23 high street , fen ditton . their phone number is 01223295264 . the admission is free . would you like help with something else ? [utterance_usr] what type of attraction this ? [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 sure can ! what kind of food are you looking for ? [utterance_usr] i am looking for an italian restaurant .

[context] {} [utterance_sys] [utterance_usr] i am looking for an expensive restaurant that serves russian food . [belief_state] {'restaurant-food': 'russian', 'restaurant-pricerange': 'expensive'}

[context] {'restaurant-pricerange': 'moderate'} [utterance_sys] i am sure we can . cambridge offers 31 moderate -ly priced restaurant -s . what sort of cuisine would you like ? [utterance_usr] i would prefer italian and it has to be in the south . [belief_state] {'restaurant-food': 'italian', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'south'}

[context] {'hotel-pricerange': 'moderate', 'hotel-parking': 'yes', 'hotel-type': 'guest house', 'hotel-name': 'archway house', 'restaurant-pricerange': 'expensive', 'restaurant-food': 'international'} [utterance_sys] sure i have 3 restaurant -s to choose from . do you have a price range preference ? [utterance_usr] yes , it should also be moderate priced .

[context] {'hotel-name': 'ashley hotel', 'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-type': 'guest house'} [utterance_sys] no its not but the hamilton lodge is 1 . would you like a room ? [utterance_usr] sure . can i get the postcode , price range , and phone number ? i also need an attraction in the same area of town . [belief_state] {'hotel-name': 'hamilton lodge', 'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-type': 'guest house'}

[context] {'attraction-type': 'museum', 'attraction-area': 'centre', 'train-book people': '1', 'train-leaveat': '16:45', 'train-destination': 'cambridge', 'train-day': 'friday', 'train-departure': 'birmingham new street'} [utterance_sys] the broughton house gallery is very nice and the phone number is 01223314960 and the address is 98 king street . [utterance_usr] what area is it in ? [belief_state] {'attraction-type': 'museum', 'attraction-name': 'broughton house gallery', 'attraction-area': 'centre', 'train-book people': '1', 'train-leaveat': '16:45', 'train-destination': 'cambridge', 'train-day': 'friday', 'train-departure': 'birmingham new street'}

[context] {} [utterance_sys] [utterance_usr] what s interesting to see and do on the south side ?

[context] {'attraction-type': 'swimming pool'} [utterance_sys] i have abbey pol and astroturf pitch located in the east side . would that work ? [utterance_usr] no , i really would prefer to stay on the west side of town [belief_state] {'attraction-area': 'west'}

[context] {'hotel-parking': 'dontcare', 'hotel-pricerange': 'cheap', 'hotel-stars': '3', 'hotel-type': 'guest house'} [utterance_sys] would you like to try a hotel ? [utterance_usr] no , how about a moderate price guest house , please . try that . [belief_state] {'hotel-parking': 'dontcare', 'hotel-pricerange': 'moderate', 'hotel-stars': '3', 'hotel-type': 'guest house'}

[context] {} [utterance_sys] great , you are all set . a yellow honda has been booked and the contact number is 07621058499 . can i help with anything else today ? [utterance_usr] nope that s it . thanks !

[context] {'restaurant-book day': 'tuesday', 'restaurant-book people': '7', 'restaurant-book time': '12:00', 'restaurant-food': 'vietnamese', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'thanh binh', 'restaurant-area': 'west'} [utterance_sys] the booking was successful and your table will be reserved for 15 minutes . your reference number is kh5f18tn . anything else i may assist you with ? [utterance_usr] no that s it . thanks for your help ! [belief_state] {'restaurant-book day': 'tuesday', 'restaurant-book people': '7', 'restaurant-book time': '12:00', 'restaurant-food': 'vietnamese', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'thanh binh', 'restaurant-area': 'west'}

[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-book people': '8', 'train-leaveat': '11:50', 'train-destination': 'ely', 'train-day': 'thursday', 'train-departure': 'cambridge'} [utterance_sys] you are all set , the reference number is oy6pz53j cost is 35.2 gbp payable at the station . any other questions today ? [utterance_usr] nope you've been wonderful , thanks for all the help . [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-book people': '8', 'train-leaveat': '11:50', 'train-destination': 'ely', 'train-day': 'thursday', 'train-departure': 'cambridge'}

[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] {'hotel-book day': 'wednesday', 'hotel-book people': '7', 'hotel-name': 'acorn guest house', 'hotel-pricerange': 'moderate', 'hotel-type': 'guest house'} [utterance_sys] i am sorry , the booking was unsuccessful . would you like to try a different day or try booking another hotel ? [utterance_usr] can you try again , please ? i never told you how many nights we need . we'd like to arrive wednesday and stay for 5 nights . we're a party of 7 . [belief_state] {'hotel-book day': 'wednesday', 'hotel-book people': '7', 'hotel-book stay': '5', 'hotel-name': 'acorn guest house', 'hotel-pricerange': 'moderate', 'hotel-type': 'guest house'}

[context] {'hotel-parking': 'yes', 'hotel-internet': 'yes'} [utterance_sys] what area of town and what is your price range ? [utterance_usr] the centre of town and with a moderate price range . nothing too expensive . [belief_state] {'hotel-area': 'centre', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-internet': 'yes'}

[context] {} [utterance_sys] [utterance_usr] hello . i am trying to find a restaurant in the centre that serves indian food .

[context] {} [utterance_sys] [utterance_usr] i am looking for a thai restaurant on the west side . [belief_state] {'restaurant-food': 'thai', 'restaurant-area': 'west'}

[context] {'attraction-name': 'saint johns college', 'train-leaveat': '11:15', 'train-destination': 'cambridge', 'train-day': 'friday', 'train-departure': 'leicester'} [utterance_sys] the tr3877 leaves at 12:09 on friday . would you like me to book it for you ? [utterance_usr] yes , can you book it for 1 person , please ? [belief_state] {'attraction-name': 'saint johns college', 'train-book people': '1', 'train-leaveat': '11:15', 'train-destination': 'cambridge', 'train-day': 'friday', 'train-departure': 'leicester'}

[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] {'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] {'restaurant-book day': 'tuesday', 'restaurant-book people': '8', 'restaurant-book time': '16:30', 'restaurant-food': 'british', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'west', 'attraction-type': 'museum', 'attraction-name': 'cambridge artworks', 'attraction-area': 'west'} [utterance_sys] they have free entrance . their phone number is 01223902168 . their postcode is cb13ef . [utterance_usr] great that s all i needed . thanks for all your help . have a good day . [belief_state] {'restaurant-book day': 'tuesday', 'restaurant-book people': '8', 'restaurant-book time': '16:30', 'restaurant-food': 'british', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'west', 'attraction-type': 'museum', 'attraction-name': 'cambridge artworks', 'attraction-area': 'west'}

[context] {'attraction-name': 'gallery at 12 a high street'} [utterance_sys] there is no entrance fee . it is free admission into the museum . can i help you with anything else today ? maybe a taxi to the museum ? [utterance_usr] no , but i am looking for a place to stay that is cheap .

[context] {} [utterance_sys] [utterance_usr] can you find me a cheap hotel with free parking ? [belief_state] {'hotel-parking': 'yes', 'hotel-pricerange': 'cheap'}

[context] {'restaurant-food': 'mediterranean', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'la mimosa', 'restaurant-area': 'centre', 'train-leaveat': '16:45', 'train-destination': 'cambridge'} [utterance_sys] what destination and what day ? [utterance_usr] the destination is cambridge and i would like it on monday . [belief_state] {'restaurant-food': 'mediterranean', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'la mimosa', 'restaurant-area': 'centre', 'train-leaveat': '16:45', 'train-destination': 'cambridge', 'train-day': 'monday'}

[context] {} [utterance_sys] i am sorry , there is not a downtown area listed . would you like north , south , east , west or centre ? [utterance_usr] any area is fine , actually . just pick your favorite !

[context] {} [utterance_sys] [utterance_usr] hello , i am interested in seeing the attractions on the west side of town . can you assist me ? [belief_state] {'attraction-area': 'west'}

[context] {'restaurant-food': 'asian oriental', 'restaurant-pricerange': 'moderate'} [utterance_sys] yippee noodle bar is a moderate -ly priced restaurant serving asian oriental food . [utterance_usr] what is the address and phone number ? [belief_state] {'restaurant-food': 'asian oriental', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'yippee noodle bar'}

[context] {'train-destination': 'cambridge', 'train-day': 'saturday', 'train-arriveby': '08:30', 'train-departure': 'peterborough', 'train-book people': '8', 'attraction-area': 'west'} [utterance_sys] there are many options of things to do in the west , would you prefer a college , museum , or entertainment ? [utterance_usr] a museum is more of my thing . recommend 1 and send me the phone number please

[context] {'attraction-name': 'saint barnabas press gallery'} [utterance_sys] the saint barnabas press gallery is a museum in the east area of town . the phone number is 01223902116 . would you like the address ? [utterance_usr] yes , can i get it please ? [belief_state] {'attraction-name': 'saint barnabas press gallery'}

[context] {'hotel-book day': 'thursday', 'hotel-book people': '6', 'hotel-book stay': '3', 'hotel-name': 'lensfield hotel', 'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-stars': '3', 'hotel-type': 'hotel', 'attraction-name': 'kambar'} [utterance_sys] no problem . is there anything else i can help you with today ? [utterance_usr] that is all , thank you for all your help . [belief_state] {'hotel-book day': 'thursday', 'hotel-book people': '6', 'hotel-book stay': '3', 'hotel-name': 'lensfield hotel', 'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-stars': '3', 'hotel-type': 'hotel', 'attraction-name': 'kambar'}

[context] {} [utterance_sys] [utterance_usr] hello , i looking for a restaurant called golden house

[context] {'restaurant-food': 'modern european', 'restaurant-area': 'south'} [utterance_sys] i found 1 for you called restaurant alimentum . would you like me to book it for you ? [utterance_usr] yes ! [belief_state] {'restaurant-food': 'modern european', 'restaurant-name': 'alimentum', 'restaurant-area': 'south'}

[context] {'attraction-name': 'saint johns college', 'train-book people': '1', 'train-leaveat': '11:15', 'train-destination': 'cambridge', 'train-day': 'friday', 'train-departure': 'leicester'} [utterance_sys] it has been booked . your total fee is 37.79 gbp , which is payable at the station . your reference number is 2x743c2d . [utterance_usr] great . thanks for all your help ! [belief_state] {'attraction-name': 'saint johns college', 'train-book people': '1', 'train-leaveat': '11:15', 'train-destination': 'cambridge', 'train-day': 'friday', 'train-departure': 'leicester'}

[context] {} [utterance_sys] the train id is tr4187 . would you like me to book this for you ? [utterance_usr] i am also looking for a expensive restaurant located in the north .

[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] {} [utterance_sys] [utterance_usr] i am looking to get some info about a hotel called home from home [belief_state] {'hotel-name': 'home from home'}

[context] {'train-destination': 'cambridge', 'train-day': 'sunday', 'train-arriveby': '17:15', 'train-departure': 'kings lynn', 'restaurant-name': 'bloomsbury restaurant'} [utterance_sys] sure , its at crowne plaza hotel 20 downing street , their number is 08719429180 and they have a moderate price range with international food . [utterance_usr] thank you that is all i needed today . have a nice day .

[context] {'train-leaveat': '16:15', 'train-destination': 'london kings cross', 'train-day': 'saturday', 'train-arriveby': '20:30'} [utterance_sys] the train id is tr0427 , it leaves cambridge at 19:00 and arrives at london kings cross at 19:51 . the cost is 18.88 pounds . may i be of further assistance . [utterance_usr] thank you ! i also need to find a moderate -ly priced restaurant in the centre of town . do you have any suggestions ? [belief_state] {'restaurant-pricerange': 'moderate', 'restaurant-area': 'centre', 'hotel-area': 'centre', 'hotel-pricerange': 'moderate', 'hotel-type': 'hotel', 'train-leaveat': '16:15', 'train-destination': 'london kings cross', 'train-day': 'saturday', 'train-arriveby': '20:30'}

[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] {} [utterance_sys] [utterance_usr] hello looking for a good train that leaves on saturday after 19:00 .

[context] {'train-leaveat': '14:15', 'train-destination': 'cambridge', 'train-departure': 'london kings cross'} [utterance_sys] what day would you like to leave ? [utterance_usr] i would like to leave on friday [belief_state] {'train-leaveat': '14:15', 'train-destination': 'cambridge', 'train-day': 'friday', 'train-departure': 'london kings cross'}

[context] {'train-destination': 'cambridge', 'train-arriveby': '13:00'} [utterance_sys] there are over 500 results . where are you leaving from ? and what day ? [utterance_usr] i will be going to ely on thursday . [belief_state] {'train-destination': 'ely', 'train-day': 'thursday', 'train-arriveby': '13:00'}

[context] {} [utterance_sys] [utterance_usr] hello , can you help me find an international place to dine ?

[context] {'restaurant-food': 'steakhouse', 'restaurant-pricerange': 'dontcare', 'restaurant-area': 'east'} [utterance_sys] i have no steakhouse in the east area , but the river bar steakhouse and grill is located in the centre area . [utterance_usr] i really need something in the east part of town . how about indian food ? [belief_state] {'restaurant-food': 'indian', 'restaurant-pricerange': 'dontcare', 'restaurant-area': 'east'}

[context] {'hotel-area': 'north', 'hotel-pricerange': 'dontcare', 'hotel-stars': '4', 'hotel-type': 'guest house'} [utterance_sys] there are 8 guest houses in the north . i recommend home from home it has free internet and parking . would you like me to book that ? [utterance_usr] yes , i would appreciate it if you would book that . [belief_state] {'hotel-name': 'home from home', 'hotel-area': 'north', 'hotel-pricerange': 'dontcare', 'hotel-stars': '4', 'hotel-type': 'guest house'}

[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': 'friday', 'restaurant-book people': '6', 'restaurant-book time': '16:00', 'restaurant-name': 'india house', 'hotel-book day': 'friday', 'hotel-book people': '6', 'hotel-book stay': '5', 'hotel-name': 'home from home', 'hotel-area': 'north', 'hotel-pricerange': 'moderate', 'hotel-stars': '4'} [utterance_sys] booking was successful . the table will be reserved for 15 minutes . reference number is : 3uppnp4h . [utterance_usr] thank you so much for your help . [belief_state] {'restaurant-book day': 'friday', 'restaurant-book people': '6', 'restaurant-book time': '16:00', 'restaurant-name': 'india house', 'hotel-book day': 'friday', 'hotel-book people': '6', 'hotel-book stay': '5', 'hotel-name': 'home from home', 'hotel-area': 'north', 'hotel-pricerange': 'moderate', 'hotel-stars': '4'}

[context] {'attraction-type': 'museum', 'train-book people': '5', 'train-destination': 'bishops stortford', 'train-day': 'sunday', 'train-arriveby': '14:45', 'train-departure': 'cambridge'} [utterance_sys] we have 7 in the west actually . do you want to narrow it down further ? [utterance_usr] i'll take the 1 on top of your list and may i have the phone number please ? [belief_state] {'attraction-type': 'museum', 'train-book people': '5', 'train-destination': 'bishops stortford', 'train-day': 'sunday', 'train-arriveby': '14:45', 'train-departure': 'cambridge'}

[context] {'train-book people': '4', 'train-destination': 'norwich', 'train-day': 'saturday', 'train-departure': 'cambridge'} [utterance_sys] alrighty , i booked a train from cambridge to norwich on saturday leaving at 5:36 and arriving at 6:55 . your total is 56.32 gbp and reference number is mx50bqu1 . [utterance_usr] thank you ! ! can you also find a good museum in town for us ?

[context] {'attraction-type': 'park', 'attraction-name': 'botanic gardens', 'train-book people': '3', 'train-leaveat': '10:45', 'train-destination': 'cambridge'} [utterance_sys] you are all set ! your total , which is payable at the station is 70.8 gbp . your reference number is : kcrpui1l . can i assist you with anything else today ? [utterance_usr] that should be everything . thank you very much ! [belief_state] {'attraction-type': 'park', 'attraction-name': 'botanic gardens', 'train-book people': '3', 'train-leaveat': '10:45', 'train-destination': 'cambridge'}

[context] {'train-day': 'sunday', 'train-departure': 'london liverpool street'} [utterance_sys] my earliest train is leaving at 5:39 am and arriving at 7:07 am . is that acceptable ? [utterance_usr] that should work ! thank you , goodbye . [belief_state] {'train-day': 'sunday', 'train-departure': 'london liverpool street'}

[context] {} [utterance_sys] their phone number is 01223259988 , and the postcode is cb21rt . [utterance_usr] thank you . i am also looking for a train . needs to leave on saturday and arrive by 14:45 .

[context] {'attraction-type': 'museum'} [utterance_sys] cambridge artworks is found in the east . their postcode is cb13ef . [utterance_usr] i also need a train on monday leaving from cambridge and arriving by 17:00 . [belief_state] {'attraction-type': 'museum', 'train-day': 'monday', 'train-arriveby': '17:00', 'train-departure': 'cambridge'}

[context] {'restaurant-pricerange': 'cheap', 'restaurant-area': 'east'} [utterance_sys] yes i have 1 listing for an international place called the missing sock . it is very popular . would you like their telephone number ? [utterance_usr] yes . please give me the telephone number . [belief_state] {'restaurant-pricerange': 'cheap', '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'} [utterance_sys] what time will you be coming in ? [utterance_usr] please book a table at 14:30 for 4 people on wednesday .

[context] {'restaurant-food': 'chinese', 'restaurant-area': 'south'} [utterance_sys] i have 2 with an expensive price range and 1 in the cheap range . would any of those work for you ? [utterance_usr] book the expensive 1 a table for 4 people at 13:00 on monday [belief_state] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'south'}

[context] {'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-arriveby': '11:15', 'train-departure': 'ely'} [utterance_sys] tr2006 is leaving at 11:35 and costs 4.40 pounds . [utterance_usr] thanks , i am also looking for some place -s to go in the centre . [belief_state] {'attraction-area': 'centre', 'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-arriveby': '11:15', 'train-departure': 'ely'}

[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] {'hotel-stars': '4'} [utterance_sys] we have got 334 star hotel -s in the area . is there any particular part of town you would like to limit it to ? [utterance_usr] yes , the centre of town please . also , no internet is needed , but i would prefer free parking . [belief_state] {'hotel-area': 'centre', 'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-internet': 'no'}

[context] {} [utterance_sys] [utterance_usr] hello , can you recommend a moderate -ly priced hotel in the north part of town , please ? [belief_state] {'hotel-name': 'dontcare', 'hotel-area': 'north', 'hotel-pricerange': 'moderate', 'hotel-type': 'hotel'}

[context] {'restaurant-name': 'jinling noodle bar', 'attraction-area': 'centre', 'attraction-type': 'dontcare'} [utterance_sys] you can call them at 01223364222 . [utterance_usr] thank you . that will be all .

[context] {'taxi-destination': 'jinling noodle bar', 'taxi-departure': 'cityroomz', 'taxi-arriveby': '16:00', 'restaurant-book day': 'monday', 'restaurant-book people': '3', 'restaurant-book time': '16:00', 'restaurant-food': 'chinese', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'centre', 'hotel-book day': 'monday', 'hotel-book people': '3', 'hotel-book stay': '5', 'hotel-name': 'cityroomz', 'hotel-area': 'centre', 'hotel-pricerange': 'moderate', 'hotel-type': 'hotel'} [utterance_sys] your taxi is booked from cityroomz to jinling noodle bar for arrival at your 16:00 reservation . your taxi is a red honda . the contact number is 07715873440 . anything else ? [utterance_usr] no you have been great ! thank you for all your help . [belief_state] {'taxi-destination': 'jinling noodle bar', 'taxi-departure': 'cityroomz', 'taxi-arriveby': '16:00', 'restaurant-book day': 'monday', 'restaurant-book people': '3', 'restaurant-book time': '16:00', 'restaurant-food': 'chinese', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'centre', 'hotel-book day': 'monday', 'hotel-book people': '3', 'hotel-book stay': '5', 'hotel-name': 'cityroomz', 'hotel-area': 'centre', 'hotel-pricerange': 'moderate', 'hotel-type': 'hotel'}

[context] {} [utterance_sys] [utterance_usr] can you suggest somewhere around here where i can see multiple sports and is in the centre ? [belief_state] {'attraction-type': 'multiple sports', 'attraction-area': 'centre'}

[context] {'train-destination': 'norwich', 'train-day': 'friday', 'train-leaveat': '18:45'} [utterance_sys] there is a train leaving cambridge for norwich that departs at 19:36 . would this suffice ? [utterance_usr] yes can i please get a booking for 1 person and a reference number please ?

[context] {'train-leaveat': '09:00', 'train-destination': 'peterborough', 'train-day': 'sunday', 'train-departure': 'cambridge'} [utterance_sys] i have train tr3211 that leaves at 09:06 and will have you in peterborough at 09:56 . would that work for you ? [utterance_usr] yes please make a booking for 4 people . [belief_state] {'train-book people': '4', 'train-leaveat': '09:00', 'train-destination': 'peterborough', 'train-day': 'sunday', 'train-departure': 'cambridge'}

[context] {'restaurant-book day': 'wednesday', 'restaurant-book people': '3', 'restaurant-book time': '18:15', 'restaurant-food': 'dontcare', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'charlie chan', 'restaurant-area': 'centre', 'attraction-type': 'college', 'attraction-name': 'christ college'} [utterance_sys] not a problem your reservation for charlie chan is set for wednesday at 18:15 for 3 people , and your reference number qau8u9m7 . anything else i can help with ? [utterance_usr] yes , i need a taxi to travel from christ s college to charlie chan and arrive by 18:15 . [belief_state] {'taxi-destination': 'charlie chan', 'taxi-departure': 'christ college', 'taxi-arriveby': '18:15', 'restaurant-book day': 'wednesday', 'restaurant-book people': '3', 'restaurant-book time': '18:15', 'restaurant-food': 'dontcare', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'charlie chan', 'restaurant-area': 'centre', 'attraction-type': 'college', 'attraction-name': 'christ college'}

[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', 'taxi-destination': 'cotto', 'taxi-departure': 'funky fun house', 'taxi-arriveby': '14:30'} [utterance_sys] not a problem . your taxi will be a yellow toyota . contact number is 07266630947 . [utterance_usr] thank you that is all i needed .

[context] {'taxi-leaveat': '24:30', 'taxi-destination': 'cafe jello gallery', 'taxi-departure': 'lovell lodge', 'hotel-name': 'lovell lodge', 'attraction-type': 'museum', 'attraction-area': 'west'} [utterance_sys] it will be a grey audi , and the contact number is 07486491137 . will that be all today ? [utterance_usr] yes , that s all . goodbye ! [belief_state] {'taxi-leaveat': '24:30', 'taxi-destination': 'cafe jello gallery', 'taxi-departure': 'lovell lodge', 'hotel-name': 'lovell lodge', 'attraction-type': 'museum', 'attraction-area': 'west'}

[context] {} [utterance_sys] [utterance_usr] hi ! can you find me a moderate -ly priced restaurant for my girlfriend and i ? [belief_state] {'restaurant-pricerange': 'moderate'}

[context] {} [utterance_sys] absolutely ! what type of hotel would you like to stay in and what is your price range ? [utterance_usr] i would like to stay in a guest house type of hotel that is in the moderate price range . also , it should have free wifi .

[context] {'restaurant-name': 'fitzbillies restaurant', 'hotel-area': 'north', 'hotel-internet': 'yes'} [utterance_sys] sure . were you looking for a specific price range ? [utterance_usr] yes cheap please . [belief_state] {'restaurant-name': 'fitzbillies restaurant', 'hotel-area': 'north', 'hotel-pricerange': 'cheap', 'hotel-internet': 'yes'}

[context] {'restaurant-book day': 'saturday', 'restaurant-book people': '1', 'restaurant-book time': '15:45', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'centre', 'attraction-type': 'architecture', 'attraction-name': 'great saint marys church', 'attraction-area': 'centre'} [utterance_sys] unfortunately that s already been booked . would you like to try another time ? [utterance_usr] how about 14:45 ? [belief_state] {'restaurant-book day': 'saturday', 'restaurant-book people': '1', 'restaurant-book time': '14:45', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'yippee noodle bar', 'restaurant-area': 'centre', 'attraction-type': 'architecture', 'attraction-name': 'great saint marys church', 'attraction-area': 'centre'}

[context] {'train-destination': 'cambridge', 'train-day': 'thursday', 'train-arriveby': '08:45', 'train-departure': 'stevenage', 'train-book people': '8', 'restaurant-food': 'asian oriental', 'restaurant-area': 'centre', 'restaurant-name': 'dojo noodle bar'} [utterance_sys] the address is 40210 millers yard city centre . is there anything else i can help you with ? [utterance_usr] nope that should be it thank you

[context] {'attraction-name': 'cambridge contemporary art', 'train-destination': 'leicester', 'train-day': 'thursday', 'train-arriveby': '21:30', 'train-departure': 'cambridge'} [utterance_sys] the address for that is 6 trinity street . [utterance_usr] thank you , that will be all . goodbye . [belief_state] {'attraction-name': 'cambridge contemporary art', 'train-destination': 'leicester', 'train-day': 'thursday', 'train-arriveby': '21:30', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] [utterance_usr] i need to find a guest house with a moderate price range . any place -s to stay ? [belief_state] {'hotel-pricerange': 'moderate', 'hotel-type': 'guest house'}

[context] {'hotel-area': 'east', 'hotel-pricerange': 'moderate', 'hotel-type': 'guest house', 'hotel-name': 'carolina bed and breakfast', 'hotel-internet': 'yes', 'hotel-book stay': '3', 'hotel-book day': 'wednesday', 'hotel-book people': '1', 'train-destination': 'cambridge', 'train-day': 'wednesday'} [utterance_sys] we have train every 2 hour -s starting at 05:17 , what time works for you ? [utterance_usr] i only need to arrive by 13:00 or earlier .

[context] {'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'} [utterance_sys] would you like me to book it for you ? [utterance_usr] yes please , that would be great . [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] {'hotel-book day': 'wednesday', 'hotel-book people': '2', 'hotel-book stay': '1', 'hotel-name': 'express by holiday inn cambridge', 'hotel-area': 'east', 'hotel-internet': 'yes', 'hotel-type': 'hotel', 'attraction-type': 'museum', 'attraction-area': 'centre'} [utterance_sys] will you need it from the hotel or to the hotel ? [utterance_usr] from the hotel . [belief_state] {'taxi-destination': 'castle galleries', 'taxi-departure': 'express by holiday inn cambridge', 'hotel-book day': 'wednesday', 'hotel-book people': '2', 'hotel-book stay': '1', 'hotel-name': 'express by holiday inn cambridge', 'hotel-area': 'east', 'hotel-internet': 'yes', 'hotel-type': 'hotel', 'attraction-type': 'museum', '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'} [utterance_sys] i have 3 location -s fitting those criteria . the kohinoor , the gandhi , and mahal of cambridge . should i book you at any of these location -s ? [utterance_usr] yes , please . i would like a table for 1 on wednesday at 12:15 at the kohinoor .

[context] {'restaurant-food': 'mediterranean', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'la mimosa', 'restaurant-area': 'centre', 'train-leaveat': '16:45', 'train-destination': 'cambridge', 'train-day': 'monday', 'train-departure': 'birmingham new street'} [utterance_sys] i have a train leaving at 17:40 from birmingham new street to cambridge . would you like me to book it ? [utterance_usr] yes please and can you give me the travel time , arrival time , and train id ? [belief_state] {'restaurant-food': 'mediterranean', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'la mimosa', 'restaurant-area': 'centre', 'train-leaveat': '16:45', 'train-destination': 'cambridge', 'train-day': 'monday', 'train-departure': 'birmingham new street'}

[context] {'hotel-parking': 'yes', 'hotel-internet': 'yes'} [utterance_sys] what area of town and what is your price range ? [utterance_usr] the centre of town and with a moderate price range . nothing too expensive . [belief_state] {'hotel-area': 'centre', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-internet': 'yes'}

[context] {} [utterance_sys] the tr9900 leaves from norwich to cambridge on friday at 05:16 , would you like to book tickets ? [utterance_usr] i actually need to travel on tuesday . i will need to be in cambridge by 21:45 by train .

[context] {'train-leaveat': '14:30', 'train-destination': 'cambridge', 'train-departure': 'broxbourne'} [utterance_sys] and what day are you traveling ? [utterance_usr] i'll be leaving broxbourne tuesday . [belief_state] {'train-leaveat': '14:30', 'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-departure': 'broxbourne'}

[context] {'attraction-type': 'theatre', 'attraction-name': 'adc theatre', 'attraction-area': 'centre', 'train-destination': 'cambridge'} [utterance_sys] no problem , where will that be coming from ? [utterance_usr] i need to leave from norwich sometime after 20:15 on saturday . [belief_state] {'attraction-type': 'theatre', 'attraction-name': 'adc theatre', 'attraction-area': 'centre', 'train-leaveat': '20:15', 'train-destination': 'cambridge', 'train-day': 'saturday', 'train-departure': 'norwich'}

[context] {'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-name': 'ashley hotel', 'restaurant-food': 'european', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'dontcare', 'restaurant-name': 'city stop restaurant', 'restaurant-book time': '14:30', 'restaurant-book day': 'tuesday', 'restaurant-book people': '4'} [utterance_sys] your table will be reserved for 15 minutes . reference number is 26ga35ey . [utterance_usr] thank you ! that will be all for today !

[context] {'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'} [utterance_sys] the alexander bed and breakfast is cheap and in the centre . the postcode is cb12de . to book , i need to know when you will stay and how many people . [utterance_usr] that s all i need for now . thanks ! [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] {} [utterance_sys] [utterance_usr] hi , i need a train leaving cambridge after 14:30 . [belief_state] {'train-leaveat': '14:30', 'train-departure': 'cambridge'}

[context] {'attraction-name': 'cambridge university botanic gardens', 'train-destination': 'birmingham new street', 'train-arriveby': '08:15', 'train-departure': 'cambridge', 'train-day': 'wednesday'} [utterance_sys] ok , i can go ahead and book the tr0115 . which arrives at 7:44 in birmingham new street . how many tickets are you needing to purchase ? [utterance_usr] i will need 1 ticket .

[context] {'train-destination': 'cambridge', 'train-day': 'monday', 'train-arriveby': '11:45', 'train-departure': 'london kings cross'} [utterance_sys] how about a train that leaves at 05:17 ? [utterance_usr] that works , will yhou book it for 5 people and i need the train number [belief_state] {'train-book people': '5', 'train-destination': 'cambridge', 'train-day': 'monday', 'train-arriveby': '11:45', 'train-departure': 'london kings cross'}

[context] {'attraction-name': 'great saint marys church', 'train-destination': 'cambridge', 'train-day': 'thursday', 'train-arriveby': '15:15', 'train-departure': 'ely'} [utterance_sys] i think the tr4992 train will work better . it leave ely at 13:35 and arrives at cambridge at 13:52 on thursday . would that 1 work ? [utterance_usr] yes , i am not booking my seat just yet . all i needed was the train id , and you have given me that . thank you . [belief_state] {'attraction-name': 'great saint marys church', 'train-destination': 'cambridge', 'train-day': 'thursday', 'train-arriveby': '15:15', 'train-departure': 'ely'}

[context] {'attraction-type': 'college', 'attraction-name': 'christ college', 'hotel-area': 'south', 'hotel-internet': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '3', 'hotel-name': 'bridge guest house', 'hotel-parking': 'yes'} [utterance_sys] your are very welcome . have a great day . [utterance_usr] thanks for your help

[context] {'hotel-name': 'a and b guest house', 'hotel-area': 'east', 'hotel-parking': 'dontcare', 'hotel-pricerange': 'dontcare', 'hotel-stars': '4', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'train-book people': '3', 'train-destination': 'cambridge', 'train-day': 'saturday', 'train-arriveby': '09:30', 'train-departure': 'london liverpool street'} [utterance_sys] their postcode is cb12dp and their address is 124 tenison road . the hotel is moderate -ly priced [utterance_usr] that sounds great thank you for your help . [belief_state] {'hotel-name': 'a and b guest house', 'hotel-area': 'east', 'hotel-parking': 'dontcare', 'hotel-pricerange': 'dontcare', 'hotel-stars': '4', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'train-book people': '3', 'train-destination': 'cambridge', 'train-day': 'saturday', 'train-arriveby': '09:30', 'train-departure': 'london liverpool street'}

[context] {'restaurant-book day': 'thursday', 'restaurant-book people': '7', 'restaurant-book time': '12:30', 'restaurant-food': 'turkish', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'efes restaurant'} [utterance_sys] i got a table at efes instead for you . your reference number is 2j5aemri . is there anything else ? [utterance_usr] that will be all thank you . [belief_state] {'restaurant-book day': 'thursday', 'restaurant-book people': '7', 'restaurant-book time': '12:30', 'restaurant-food': 'turkish', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'efes restaurant'}

[context] {'attraction-name': 'trinity college', 'hotel-stars': '4', 'hotel-pricerange': 'expensive', 'hotel-area': 'west', 'hotel-name': 'huntingdon marriott hotel', 'hotel-parking': 'yes'} [utterance_sys] yes , the huntingdon marriott offers free parking . would you like me to book it for you ? [utterance_usr] not just yet . do they have internet ? and what is the postcode ?

[context] {'attraction-name': 'the place'} [utterance_sys] yes , it is a nightclub in the south . would you like the phone number ? [utterance_usr] yes . phone number and address [belief_state] {'attraction-name': 'the place'}

[context] {} [utterance_sys] would you like to narrow that down a bit ? [utterance_usr] can you suggest a nice place that has a swimmingpool ? [belief_state] {'attraction-type': 'swimming pool'}

[context] {} [utterance_sys] [utterance_usr] hi i am looking for an expensive restaurant on the east side of town . can you help me ?

[context] {'restaurant-book day': 'sunday', 'restaurant-book people': '5', 'restaurant-book time': '13:00', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'west'} [utterance_sys] how about cocum ? it s an expensive indian restaurant on the west side . [utterance_usr] ok , that would be fine . can you please send me the reference number ? [belief_state] {'restaurant-book day': 'sunday', 'restaurant-book people': '5', 'restaurant-book time': '13:00', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'cocum', 'restaurant-area': 'west'}

[context] {'taxi-destination': 'the lucky star', 'taxi-departure': 'byard art', 'taxi-arriveby': '13:15', 'restaurant-book day': 'monday', 'restaurant-book people': '2', 'restaurant-book time': '13:15', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'the lucky star', 'restaurant-area': 'south', 'attraction-type': 'museum', 'attraction-name': 'byard art'} [utterance_sys] sorry about that . booking completed ! booked car type : blue lexus contact number : 07150432273 anything else ? [utterance_usr] that s all i need , thanks so much for all of your help ! have a great day ! [belief_state] {'taxi-destination': 'the lucky star', 'taxi-departure': 'byard art', 'taxi-arriveby': '13:15', 'restaurant-book day': 'monday', 'restaurant-book people': '2', 'restaurant-book time': '13:15', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'the lucky star', 'restaurant-area': 'south', 'attraction-type': 'museum', 'attraction-name': 'byard art'}

[context] {} [utterance_sys] the tr5003 train leaves peterborough at 13:48 . i can book you a seat on it if you would like . [utterance_usr] i do not need a ticket right now , but could you tell me the travel time and price ?

[context] {'hotel-area': 'east', 'hotel-pricerange': 'moderate'} [utterance_sys] i have 3 place -s , will you need parking ? [utterance_usr] i do not need parking , but the i would prefer to stay in a guest house . [belief_state] {'hotel-area': 'east', 'hotel-pricerange': 'moderate', 'hotel-type': 'guest house'}

[context] {'train-book people': '1', 'train-leaveat': '08:32', 'train-destination': 'cambridge', 'train-day': 'saturday', 'train-arriveby': '09:32', 'train-departure': 'broxbourne'} [utterance_sys] your booking was successful . the total fee will be 14.32 gbp with reference #eafsm2s0 . [utterance_usr] great . i am also looking for some entertainment in the centre of town . any ideas ? [belief_state] {'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] {'train-destination': 'cambridge', 'train-day': 'sunday', 'train-arriveby': '10:00', 'train-departure': 'birmingham new street'} [utterance_sys] it leaves at 06:40 . would you like me to book it for you ? [utterance_usr] yes and i need a place to stay in the east and a 4 star

[context] {} [utterance_sys] [utterance_usr] i am looking for a place to stay . the hotel should have a star of 4 and should be in the type of guest house [belief_state] {'hotel-stars': '4', 'hotel-type': 'guest house'}

[context] {'taxi-arriveby': '13:00', 'restaurant-book day': 'monday', 'restaurant-book people': '4', 'restaurant-book time': '13:00', 'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'south', 'hotel-name': 'aylesbray lodge guest house', 'hotel-area': 'south', 'hotel-parking': 'yes'} [utterance_sys] which 1 will be leaving from ? [utterance_usr] from the hotel to the restaurant , then back . [belief_state] {'taxi-destination': 'good luck', 'taxi-departure': 'aylesbray lodge guest house', 'taxi-arriveby': '13:00', 'restaurant-book day': 'monday', 'restaurant-book people': '4', 'restaurant-book time': '13:00', 'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'south', 'hotel-name': 'aylesbray lodge guest house', 'hotel-area': 'south', 'hotel-parking': 'yes'}

[context] {'attraction-type': 'park', 'attraction-area': 'centre', 'attraction-name': 'cambridge university botanic gardens'} [utterance_sys] i would be happy to assist you . let s get some details of what you need . what is your destination and when will you be travelling ? [utterance_usr] i am leaving bishops stortford and going to cambridge i need to leave after 16:30 on sunday .

[context] {'train-departure': 'bishops stortford'} [utterance_sys] i am sure i do , where would you like to go ? [utterance_usr] i would like to go to cambridge and would be leaving on thursday after 16:30 . what is available then ? [belief_state] {'train-leaveat': '16:30', 'train-destination': 'cambridge', 'train-day': 'thursday', 'train-departure': 'bishops stortford'}

[context] {'taxi-leaveat': '11:00', 'taxi-destination': 'old schools', 'taxi-departure': 'express by holiday inn cambridge', 'hotel-book day': 'tuesday', 'hotel-book people': '3', 'hotel-book stay': '2', 'hotel-name': 'express by holiday inn cambridge', 'hotel-area': 'dontcare', 'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-stars': '2', 'attraction-type': 'architecture', 'attraction-name': 'old schools', 'attraction-area': 'centre'} [utterance_sys] i booked that for you and the contac number is 07901150688 [utterance_usr] thank you that is all . [belief_state] {'taxi-leaveat': '11:00', 'taxi-destination': 'old schools', 'taxi-departure': 'express by holiday inn cambridge', 'hotel-book day': 'tuesday', 'hotel-book people': '3', 'hotel-book stay': '2', 'hotel-name': 'express by holiday inn cambridge', 'hotel-area': 'dontcare', 'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-stars': '2', 'attraction-type': 'architecture', 'attraction-name': 'old schools', 'attraction-area': 'centre'}

[context] {'attraction-type': 'college', 'attraction-name': 'christ college'} [utterance_sys] 01223334900 is the phone number and it s located in the centre . [utterance_usr] i am also looking for a place to stay in the south that does not need to include wifi .

[context] {'hotel-area': 'dontcare', 'hotel-pricerange': 'moderate', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'attraction-type': 'museum', 'attraction-name': 'byard art', 'attraction-area': 'south'} [utterance_sys] yes , there are 14 . which area were you looking for ? [utterance_usr] i am looking for a place in the south side of town . [belief_state] {'hotel-area': 'south', 'hotel-pricerange': 'moderate', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'attraction-type': 'museum', 'attraction-name': 'byard art', 'attraction-area': 'south'}

[context] {} [utterance_sys] [utterance_usr] i am looking for a restaurant in the south that is cheap . [belief_state] {'restaurant-pricerange': 'cheap', 'restaurant-area': 'south'}

[context] {} [utterance_sys] [utterance_usr] i am looking for a hotel called avalon .

[context] {} [utterance_sys] [utterance_usr] i am looking for a hotel that include -s free wifi and free parking . [belief_state] {'hotel-parking': 'yes', 'hotel-internet': 'yes'}

[context] {'restaurant-food': 'european', 'restaurant-area': 'west', 'attraction-type': 'museum', 'attraction-name': 'cafe jello gallery', 'attraction-area': 'west'} [utterance_sys] yes it is in the west . do you need anything else ? [utterance_usr] just the postcode . thanks for all of your help ! [belief_state] {'restaurant-food': 'european', 'restaurant-area': 'west', 'attraction-type': 'museum', 'attraction-name': 'cafe jello gallery', 'attraction-area': 'west'}

[context] {'hotel-parking': 'no', 'hotel-internet': 'yes', 'hotel-pricerange': 'cheap', 'hotel-area': 'south', 'hotel-name': 'rosas bed and breakfast', 'hotel-book stay': '3', 'hotel-book day': 'thursday', 'hotel-book people': '4'} [utterance_sys] i am unable to book the room under these parameters for the requested time . is a shorter stay a possibility ? [utterance_usr] what about for 2 nights ? i will also need the reference number when it is booked .

[context] {'hotel-name': 'cityroomz', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '0', 'hotel-internet': 'yes', 'train-leaveat': '18:15', 'train-destination': 'leicester', 'train-day': 'sunday', 'train-departure': 'cambridge'} [utterance_sys] it is located in sleeperz hotel , station road [utterance_usr] could you book it for 3 people and 4 nights starting wednesday ? [belief_state] {'hotel-book day': 'wednesday', 'hotel-book people': '3', 'hotel-book stay': '4', 'hotel-name': 'cityroomz', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '0', 'hotel-internet': 'yes', 'train-leaveat': '18:15', 'train-destination': 'leicester', 'train-day': 'sunday', 'train-departure': 'cambridge'}

[context] {'hotel-book people': '3', 'hotel-book stay': '4', 'hotel-area': 'dontcare', 'hotel-pricerange': 'cheap', 'hotel-stars': '4', 'hotel-internet': 'yes'} [utterance_sys] that shouldn't be a problem . what day would you like to begin your stay ? [utterance_usr] from thursday . [belief_state] {'hotel-book day': 'thursday', 'hotel-book people': '3', 'hotel-book stay': '4', 'hotel-area': 'dontcare', 'hotel-pricerange': 'cheap', 'hotel-stars': '4', 'hotel-internet': 'yes'}