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

[context] {} [utterance_sys] [utterance_usr] how are you doing ? are there any european restaurant -s in the city center ? [belief_state] {'restaurant-food': 'european', 'restaurant-area': 'centre'}

[context] {} [utterance_sys] unfortunately , we do not . [utterance_usr] what about a museum in the center ?

[context] {'attraction-type': 'museum'} [utterance_sys] would you like a free entrance fee or paid ? [utterance_usr] it does not matter just pick a great 1 for me , and i'll need the postcode for the museum that you recommend for me . [belief_state] {'attraction-type': 'museum'}

[context] {} [utterance_sys] there are 1414 trains heading to cambridge , what is your departure location ? [utterance_usr] i would like to leave from bishops stortford .

[context] {'train-destination': 'ely', 'train-day': 'saturday'} [utterance_sys] there are 10 trains on saturday that go to ely from cambridge . what time do you need to leave or arrive , and how many tickets do you need ? [utterance_usr] i need to arrive by 13:00 . [belief_state] {'train-destination': 'ely', 'train-day': 'saturday', 'train-arriveby': '13:00'}

[context] {} [utterance_sys] [utterance_usr] i am looking for an expensive restaurant in the centre .

[context] {'attraction-name': 'camboats', 'attraction-area': 'east'} [utterance_sys] the postcode is cb58sx . how else can i assist you ? [utterance_usr] i want a cheap restaurant please in the same area as the attraction . [belief_state] {'restaurant-pricerange': 'cheap', 'restaurant-area': 'east', 'attraction-name': 'camboats', 'attraction-area': 'east'}

[context] {} [utterance_sys] where will you be going to ? [utterance_usr] i'll be going to meze bar restaurant .

[context] {} [utterance_sys] [utterance_usr] can you set up a taxi for me that will take me to williams art and antiques ? [belief_state] {'taxi-destination': 'williams art and antiques'}

[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', 'taxi-departure': 'sheeps green and lammas land park fen causeway'} [utterance_sys] booking completed ! booked car type : blue honda contact number : 07946418606 [utterance_usr] thank you that s all the help i need today .

[context] {'taxi-destination': 'prezzo', 'taxi-departure': 'huntingdon marriott hotel', 'taxi-arriveby': '16:15', 'restaurant-book day': 'wednesday', 'restaurant-book people': '6', 'restaurant-book time': '16:15', 'restaurant-food': 'italian', 'restaurant-name': 'prezzo', 'restaurant-area': 'west', 'hotel-book day': 'wednesday', 'hotel-book people': '6', 'hotel-book stay': '1', 'hotel-name': 'huntingdon marriott hotel', 'hotel-area': 'west', 'hotel-pricerange': 'expensive'} [utterance_sys] i have you in a blue honda , the number to contact the is 07758846096 . may i help you with any thing else ? [utterance_usr] actually , that was all i needed . thanks so much . goodbye . [belief_state] {'taxi-destination': 'prezzo', 'taxi-departure': 'huntingdon marriott hotel', 'taxi-arriveby': '16:15', 'restaurant-book day': 'wednesday', 'restaurant-book people': '6', 'restaurant-book time': '16:15', 'restaurant-food': 'italian', 'restaurant-name': 'prezzo', 'restaurant-area': 'west', 'hotel-book day': 'wednesday', 'hotel-book people': '6', 'hotel-book stay': '1', 'hotel-name': 'huntingdon marriott hotel', 'hotel-area': 'west', 'hotel-pricerange': 'expensive'}

[context] {'train-destination': 'cambridge', 'train-day': 'friday'} [utterance_sys] there are 202 trains into cambridge on friday . where are you traveling from ? [utterance_usr] i want to leave after 18:45 and am heading to norwich .

[context] {'train-day': 'monday', 'train-arriveby': '11:45'} [utterance_sys] i can help you with that ! first , can you tell me the desired departure and destination location -s ? [utterance_usr] london kings cross to cambridge please . [belief_state] {'train-destination': 'cambridge', 'train-day': 'monday', 'train-arriveby': '11:45', 'train-departure': 'london kings cross'}

[context] {'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-departure': 'stansted airport'} [utterance_sys] okay i have 19 trains that leave wednesday , do you have a specific time you want to leave or arrive by ? [utterance_usr] the departure time does not matter but i need to be there by 10:30 .

[context] {'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-departure': 'ely'} [utterance_sys] okay , there are 10 trains available . do you have a departure or arrival time in mind ? [utterance_usr] it should arrive by 11:15 . get me the price [belief_state] {'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-arriveby': '11:15', 'train-departure': 'ely'}

[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'} [utterance_sys] the bridge guest house is the cheap -er option . would you like me to book that for you ? [utterance_usr] before i say yes , does it have free wifi ? i would like to bring my laptop .

[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] the lensfield hotel does have free parking . i can assist you with that reservation . [utterance_usr] yes , can you please book a room with the details i already provided . [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] {'hotel-area': 'south', 'hotel-pricerange': 'moderate', 'hotel-stars': '4', 'hotel-name': 'aylesbray lodge guest house', 'hotel-book stay': '4', 'hotel-book day': 'saturday', 'hotel-book people': '2'} [utterance_sys] thanks for calling us . [utterance_usr] oh i almost forgot can you find me a train for sunday after 20:15 ?

[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] {'restaurant-pricerange': 'expensive', 'restaurant-area': 'centre', 'restaurant-food': 'dontcare', 'train-departure': 'birmingham new street', 'train-leaveat': '21:40', 'train-destination': 'cambridge', 'train-day': 'tuesday'} [utterance_sys] yes , it s 163 minutes . would you like me to book you a ticket ? or perhaps reserve you a table at shiraz restaurant ? [utterance_usr] thank you for being so helpful , but you've done all i needed today . have a very nice day !

[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] yes , both the establishments offer free internet as well . [utterance_usr] give me the address and phone number for the 1 you most recommend [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] {'restaurant-name': 'golden house'} [utterance_sys] the golden house is a chinese restaurant at 12 lensfield road city centre . would you like their phone number ? [utterance_usr] i would like to know the food type and price range of the restaurant please .

[context] {'hotel-book day': 'thursday', 'hotel-book people': '8', 'hotel-book stay': '4', 'hotel-name': 'lensfield hotel', 'hotel-area': 'dontcare', 'hotel-pricerange': 'expensive', 'hotel-internet': 'yes', 'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-arriveby': '11:30', 'train-departure': 'bishops stortford'} [utterance_sys] ok , the booking was successful . reference number is : n9y9q569 . can i help with anything else ? [utterance_usr] no , that will be all . thank you ! [belief_state] {'hotel-book day': 'thursday', 'hotel-book people': '8', 'hotel-book stay': '4', 'hotel-name': 'lensfield hotel', 'hotel-area': 'dontcare', 'hotel-pricerange': 'expensive', 'hotel-internet': 'yes', 'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-arriveby': '11:30', 'train-departure': 'bishops stortford'}

[context] {} [utterance_sys] i have 3 of them 2 that are moderate priced and 1 that is cheap . do you have a preference ? [utterance_usr] i would like a moderate priced 1 with a 3 star rating .

[context] {} [utterance_sys] [utterance_usr] i am looking for a moderate -ly priced place to stay . [belief_state] {'hotel-pricerange': 'moderate'}

[context] {} [utterance_sys] [utterance_usr] hello , i am trying to find an international restaurant in the east . any ideas ?

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

[context] {} [utterance_sys] [utterance_usr] can you help me find a good thai restaurant in the west ?

[context] {'attraction-type': 'boat', 'attraction-name': 'riverboat georgina', 'attraction-area': 'north'} [utterance_sys] certainly , their address is cambridge passenger cruisers , jubilee house and their postcode is cb43ax . [utterance_usr] ok , i need a restaurant in the north side that serves chinese as well . [belief_state] {'restaurant-food': 'chinese', 'restaurant-area': 'north', 'attraction-type': 'boat', 'attraction-name': 'riverboat georgina', 'attraction-area': 'north'}

[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] {'restaurant-book day': 'thursday', 'restaurant-book people': '6', 'restaurant-book time': '12:45', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'centre'} [utterance_sys] sure . kymmoy , a good asian oriental restaurant has space . you are reserved and your reference number is l7hrcy1k . can i help with anything else ? [utterance_usr] i am looking for a train that departs from cambridge and leaves after 21:45 . [belief_state] {'restaurant-book day': 'thursday', 'restaurant-book people': '6', 'restaurant-book time': '12:45', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'centre', 'train-leaveat': '21:45', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] i show 11 restaurant -s that serve british food . do you have a certain price range or area ? [utterance_usr] it should be in the east .

[context] {'restaurant-food': 'kosher', 'restaurant-area': 'south'} [utterance_sys] there are no kosher restaurant -s in that area . would you like to search another area or food type ? [utterance_usr] a portuguese restaurant might be nice . [belief_state] {'restaurant-food': 'portugese', 'restaurant-area': 'south'}

[context] {'attraction-area': 'north', 'attraction-type': 'swimming pool', 'hotel-area': 'north', 'hotel-internet': 'yes'} [utterance_sys] there are 33 place -s that fit that criteria . what price range would you like ? [utterance_usr] do any of them have free parking ?

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

[context] {'hotel-name': 'el shaddia guest house', 'hotel-book stay': '4', 'hotel-book day': 'saturday', 'hotel-book people': '4'} [utterance_sys] i am not sure i understand . the el shaddai is considered a cheap guest house in the centre part of town . were you looking for an attraction ? [utterance_usr] yes i am looking for a nightclub .

[context] {'restaurant-book day': 'friday', 'restaurant-book people': '4', 'restaurant-book time': '18:15', 'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'tandoori palace', 'restaurant-area': 'west', 'attraction-type': 'nightclub', 'attraction-area': 'west'} [utterance_sys] there are no nightclubs in the west , would you like me to do another searchby area or attraction type ? [utterance_usr] how about a museum then ? [belief_state] {'restaurant-book day': 'friday', 'restaurant-book people': '4', 'restaurant-book time': '18:15', 'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'tandoori palace', 'restaurant-area': 'west', 'attraction-type': 'museum', 'attraction-area': 'west'}

[context] {'restaurant-food': 'european', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'centre', 'restaurant-name': 'darrys cookhouse and wine shop', 'train-departure': 'stevenage', 'train-day': 'friday', 'train-arriveby': '15:30'} [utterance_sys] how many tickets do you need ? [utterance_usr] i need for 5 people please .

[context] {'train-destination': 'ely', 'train-day': 'saturday', 'train-arriveby': '13:00'} [utterance_sys] there is 1 train that arrives at 12:07 . that trainid istr0718 . [utterance_usr] i need a booking for 4 people . [belief_state] {'train-book people': '4', 'train-destination': 'ely', 'train-day': 'saturday', 'train-arriveby': '13:00'}

[context] {'train-leaveat': 'after 18:30', 'train-destination': 'ely', 'train-day': 'saturday', 'train-departure': 'london liverpool street', 'restaurant-pricerange': 'cheap', 'restaurant-food': 'international', 'restaurant-area': 'dontcare', 'restaurant-name': 'the missing sock', 'restaurant-book time': '21:00', 'restaurant-book day': 'saturday', 'restaurant-book people': '3'} [utterance_sys] the booking was successful . the table will be reserved for 15 minutes . your reference number is 3y2haome . [utterance_usr] great , that s all i need , thanks so much for your help ! have a great day !

[context] {'restaurant-book day': 'wednesday', 'restaurant-book people': '8', 'restaurant-book time': '19:00', 'restaurant-food': 'chinese'} [utterance_sys] your booking was successful . the table will be reserved for 15 minutes . reference number is : 1j6y65lw . [utterance_usr] thanks , that s all . goodbye . [belief_state] {'restaurant-book day': 'wednesday', 'restaurant-book people': '8', 'restaurant-book time': '19:00', 'restaurant-food': 'chinese'}

[context] {} [utterance_sys] i have listings for 5 , can i recommend 1 ? [utterance_usr] yes please , and i am going to need the address .

[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] {'hotel-area': 'north', 'hotel-stars': '4', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'hotel-name': 'acorn guest house', 'hotel-book stay': '2', 'hotel-book day': 'thursday', 'hotel-book people': '3', 'restaurant-food': 'chinese', 'restaurant-area': 'north', 'restaurant-pricerange': 'expensive', 'taxi-departure': 'acorn guest house', 'taxi-arriveby': '13:45', 'taxi-leaveat': '17:00'} [utterance_sys] you have been booked in a white bmw , leaving at 13:45 . the contact number is 07166486484 . can i help you with anything else ? [utterance_usr] there is nothing else . thanks for all your help . goodbye .

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

[context] {} [utterance_sys] i am afraid that we do not have any fusion restaurant -s in town , unfortunately . is there another type of food that you might like ? [utterance_usr] ok . what about a restaurant serving mediterranean food ?

[context] {'restaurant-area': 'east'} [utterance_sys] yes there are 8 more . what type of food do you want ? [utterance_usr] is there anything british available ? [belief_state] {'restaurant-food': 'british', 'restaurant-area': 'east'}

[context] {'train-leaveat': '19:00', 'train-destination': 'norwich', 'train-day': 'tuesday', 'train-departure': 'cambridge', 'train-book people': '2', 'attraction-type': 'cinema', 'attraction-name': 'cineworld cinema'} [utterance_sys] cineworld cinema is located at cambridge leisure park , clifton way , cb17dy . vue cinema is located at the grafton centre , east road , cb11ps . [utterance_usr] ok thank you so much , that s all i need

[context] {'hotel-area': 'dontcare', 'hotel-parking': 'yes', 'hotel-pricerange': 'dontcare', 'hotel-stars': '4', 'hotel-type': 'guest house', 'train-leaveat': '16:15', 'train-destination': 'ely', 'train-day': 'monday', 'train-departure': 'cambridge'} [utterance_sys] what area of town would you like ? [utterance_usr] as long as it has free parking , that s all i really need . can you recommend 1 and tell me a little about it ? [belief_state] {'hotel-area': 'dontcare', 'hotel-parking': 'yes', 'hotel-pricerange': 'dontcare', 'hotel-stars': '4', 'hotel-type': 'guest house', 'train-leaveat': '16:15', 'train-destination': 'ely', 'train-day': 'monday', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] there are many restaurant -s in cambridge ! what type of cuisine or price range are you looking for ? [utterance_usr] actually can you help look for a park in the south area ?

[context] {'attraction-type': 'multiple sports', 'attraction-area': 'centre'} [utterance_sys] i am afraid there is not 1 . can i help you find something else ? [utterance_usr] oh well . i guess maybe a theatre instead . [belief_state] {'attraction-type': 'theatre', 'attraction-area': 'centre'}

[context] {} [utterance_sys] [utterance_usr] are there any luxurious and expensive place -s to stay in the south section of town ?

[context] {'restaurant-food': 'chinese'} [utterance_sys] there are a lot of chinese restaurant -s in town . do you have a preference on area or price range ? [utterance_usr] any type is fine can you just give me the postcode of it ? [belief_state] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'dontcare', 'restaurant-area': 'dontcare'}

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

[context] {} [utterance_sys] [utterance_usr] yes , hello . i would like info on milton country park ? [belief_state] {'attraction-name': 'milton country park'}

[context] {'restaurant-food': 'chinese', 'restaurant-area': 'centre', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'hk fusion', 'restaurant-book time': '11:15', 'restaurant-book day': 'wednesday', 'restaurant-book people': '5'} [utterance_sys] i am sorry i am not able to book for that day and time , would you like to try another time or different restaurant ? [utterance_usr] yes , how about 10:15 instead . i also need the reference number .

[context] {'restaurant-food': 'korean', 'restaurant-name': 'little seoul', 'restaurant-area': 'centre', 'hotel-book day': 'sunday', 'hotel-book people': '3', 'hotel-book stay': '3', 'hotel-name': 'university arms hotel', 'hotel-area': 'centre', 'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-type': 'hotel'} [utterance_sys] what time would you like the reservation ? [utterance_usr] i would like it booked for the same day at 14:15 . can i get a reference number too ? [belief_state] {'restaurant-book day': 'sunday', 'restaurant-book people': '3', 'restaurant-book time': '14:15', 'restaurant-food': 'korean', 'restaurant-name': 'little seoul', 'restaurant-area': 'centre', 'hotel-book day': 'sunday', 'hotel-book people': '3', 'hotel-book stay': '3', 'hotel-name': 'university arms hotel', 'hotel-area': 'centre', 'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-type': 'hotel'}

[context] {'restaurant-pricerange': 'expensive', 'restaurant-area': 'north'} [utterance_sys] how about the hotpot ? [utterance_usr] sure . what kind of food do they serve ? what is the postcode and phone number ?

[context] {'restaurant-food': 'caribbean'} [utterance_sys] there are no caribbean restaurant -s . would you like something else ? [utterance_usr] what about a restaurant that serves chinese food ? what is their phone number ? [belief_state] {'restaurant-food': 'chinese'}

[context] {} [utterance_sys] [utterance_usr] i feel like having italian for dinner . are there any cheap restaurant -s with good italian in town ?

[context] {'restaurant-food': 'austrian', 'attraction-area': 'west'} [utterance_sys] no indian makes me get the runs . how about pizza ? [utterance_usr] that s more information than i needed to know . i am sure your supervisors wouldn't approve . i was looking for expensive indian food , please . [belief_state] {'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'attraction-area': 'west'}

[context] {} [utterance_sys] tr7556 leaves london kings cross at 17:17 and arrives in cambridge at 18:08 . the trip should last about 51 minutes . how many tickets should i book for your trip ? [utterance_usr] that s all the info i needed today , thanks .

[context] {'train-leaveat': '10:15', 'train-destination': 'cambridge', 'train-day': 'sunday', 'train-departure': 'peterborough'} [utterance_sys] the closest match i have is the tr8509 . it leaves at 10:19 . [utterance_usr] that sounds good . what is the train fare , please ? [belief_state] {'train-leaveat': '10:15', 'train-destination': 'cambridge', 'train-day': 'sunday', 'train-departure': 'peterborough'}

[context] {} [utterance_sys] i successfully booked your 5 tickets for sunday , the total fee is 94.4 gbp payable at the station and the reference number is : n30iqyxx . [utterance_usr] that is all i need today . thanks for helping

[context] {'taxi-destination': 'worth house', 'taxi-departure': 'rajmahal', 'taxi-arriveby': '16:15'} [utterance_sys] that s correct . the taxi will depart rajmahal and take you to worth house by 16:15 . [utterance_usr] thanks . that s all i needed today . [belief_state] {'taxi-destination': 'worth house', 'taxi-departure': 'rajmahal', 'taxi-arriveby': '16:15'}

[context] {'attraction-name': 'gallery at 12 a high street', 'hotel-pricerange': 'cheap', 'hotel-internet': 'yes'} [utterance_sys] i would like to suggest allenbell . is there anything else i could help you with ? [utterance_usr] what is their star rating ? and do they offer free wifi ?

[context] {'hotel-area': 'north', 'hotel-parking': 'yes'} [utterance_sys] allenbell has free parking . would you like a reservation ? [utterance_usr] is it in the moderate price range ? [belief_state] {'hotel-name': 'allenbell', 'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate'}

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

[context] {'taxi-destination': 'worth house', 'taxi-departure': 'rajmahal', 'taxi-arriveby': '16:15'} [utterance_sys] great , i booked you a white audi the contact number is 07071131148 . anything else i can help you with . [utterance_usr] wait ! i made a mistake ! i need it to reach the worth house by 16:15 not the rajmahal . [belief_state] {'taxi-destination': 'worth house', 'taxi-departure': 'rajmahal', 'taxi-arriveby': '16:15'}

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

[context] {'taxi-leaveat': '19:15', 'taxi-destination': 'christ college', 'taxi-departure': 'ashley hotel', 'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '4', 'hotel-internet': 'yes', 'attraction-type': 'college', 'attraction-name': 'christ college', 'attraction-area': 'dontcare'} [utterance_sys] excellent , i have booked you a blue honda for 19:15 . the contact number is 07956367561 . is there anything else i can help you with ? [utterance_usr] no thank you . that was all i needed . goodbye . [belief_state] {'taxi-leaveat': '19:15', 'taxi-destination': 'christ college', 'taxi-departure': 'ashley hotel', 'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '4', 'hotel-internet': 'yes', 'attraction-type': 'college', 'attraction-name': 'christ college', 'attraction-area': 'dontcare'}

[context] {'restaurant-pricerange': 'cheap', 'restaurant-area': 'west', 'restaurant-name': 'la margherita', 'restaurant-book people': '4', 'hotel-area': 'west'} [utterance_sys] what are your other requirement -s ? [utterance_usr] find me 1 near that italian place , it should be in the same price range .

[context] {'hotel-area': 'east'} [utterance_sys] 6 of the 7 place -s that match your request are guest houses . is that acceptable ? and what price range are you needing ? [utterance_usr] yes , a guest house would be great . i would like for it to be in the moderate price range . [belief_state] {'hotel-area': 'east', 'hotel-pricerange': 'moderate', 'hotel-type': 'guest house'}

[context] {'hotel-book day': 'saturday', 'hotel-book people': '1', 'hotel-book stay': '3', 'hotel-name': 'limehouse', 'hotel-area': 'north', 'hotel-pricerange': 'moderate', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'restaurant-area': 'north'} [utterance_sys] there is the nirala , it is moderate -ly priced and the royal spice which is in the cheap price range . would you like me to book a table for you at 1 of these location -s ? [utterance_usr] no thanks . i just need the phone number and postcode for each .

[context] {'hotel-name': 'university arms hotel', 'hotel-area': 'centre', 'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-internet': 'no'} [utterance_sys] sure , the phone number is 01223351241 and the address is regent street . would you like to book a room ? [utterance_usr] no i just need the price range , address and phone please . [belief_state] {'hotel-name': 'university arms hotel', 'hotel-area': 'centre', 'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-internet': 'no'}

[context] {'hotel-area': 'west', 'hotel-stars': '4', 'hotel-parking': 'yes', 'hotel-book stay': '1', 'hotel-book day': 'sunday', 'hotel-book people': '4', 'train-departure': 'cambridge', 'train-arriveby': '20:00'} [utterance_sys] what is your destination ? [utterance_usr] it is leicester .

[context] {'hotel-book day': 'sunday', 'hotel-book people': '3', 'hotel-book stay': '4', 'hotel-name': 'alexander bed and breakfast', 'hotel-area': 'centre', 'hotel-stars': '4', 'hotel-internet': 'yes', 'attraction-area': 'east'} [utterance_sys] alright you are booked and good to go ! here is your reference number v84dyhi3 . is their anything else i can help you with ? [utterance_usr] thank you that will be all i need today ? [belief_state] {'hotel-book day': 'sunday', 'hotel-book people': '3', 'hotel-book stay': '4', 'hotel-name': 'alexander bed and breakfast', 'hotel-area': 'centre', 'hotel-stars': '4', 'hotel-internet': 'yes', 'attraction-area': 'east'}

[context] {'restaurant-food': 'italian', 'restaurant-pricerange': 'dontcare', 'restaurant-area': 'centre'} [utterance_sys] don pasquale pizzeria is an excellent but expensive place in the city centre . would you like more information on it ? [utterance_usr] that sounds perfect . could you book a table for 4 people at 18:30 on saturday .

[context] {'restaurant-food': 'indian', 'restaurant-area': 'centre'} [utterance_sys] we have 9 indian restaurant -s in the centre . if you have a price range preference , we have both cheap and expensive options . [utterance_usr] i would like it to be an expensive place to eat . [belief_state] {'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'centre'}

[context] {'restaurant-food': 'italian', 'restaurant-pricerange': 'dontcare', 'restaurant-area': 'centre', 'restaurant-name': 'don pasquale pizzeria', 'restaurant-book time': '18:30', 'restaurant-book day': 'saturday', 'restaurant-book people': '4', 'attraction-area': 'centre', 'attraction-type': 'college'} [utterance_sys] i would recommend downing college and it is free to enter . would you like their address ? [utterance_usr] just postcode and phone please

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

[context] {'restaurant-book day': 'friday', 'restaurant-book people': '8', 'restaurant-book time': '12:30', 'restaurant-food': 'chinese', 'restaurant-name': 'peking restaurant', 'restaurant-area': 'south', 'attraction-type': 'entertainment', 'attraction-name': 'nusha', 'attraction-area': 'south'} [utterance_sys] booking was successful . the table will be reserved for 15 minutes . reference number is : tjbm7lph . is there anything else [utterance_usr] thank you ! that s all i needed . [belief_state] {'restaurant-book day': 'friday', 'restaurant-book people': '8', 'restaurant-book time': '12:30', 'restaurant-food': 'chinese', 'restaurant-name': 'peking restaurant', 'restaurant-area': 'south', 'attraction-type': 'entertainment', 'attraction-name': 'nusha', 'attraction-area': 'south'}

[context] {'restaurant-book day': 'saturday', 'restaurant-book people': '3', 'restaurant-book time': '16:00', 'restaurant-food': 'indian', 'restaurant-pricerange': 'cheap', 'restaurant-area': 'centre', 'hotel-type': 'guest house', 'hotel-internet': 'yes', 'hotel-pricerange': 'cheap', 'hotel-stars': '4', 'hotel-name': 'alexander bed and breakfast', 'hotel-book stay': '3', 'hotel-book people': '3', 'hotel-book day': 'saturday'} [utterance_sys] i have booked accommodations at the alexander bed & breakfast for 3 days beginning saturday , your reference number is 6kqfima2 . [utterance_usr] great . that s what i was looking for . thanks for your help .

[context] {'attraction-name': 'kings hedges learner pool'} [utterance_sys] it is in the north of the city , would you like help with anything else ? [utterance_usr] no that is all i need today . thank you very much ! [belief_state] {'attraction-name': 'kings hedges learner pool'}

[context] {} [utterance_sys] i have on departing at 14:34 . would you like me to book it ? [utterance_usr] yes , for 8 please .

[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'} [utterance_sys] what time and where are you departing and arriving ? [utterance_usr] i would like it to leave after 10:00 . [belief_state] {'restaurant-book day': 'wednesday', 'restaurant-book people': '8', 'restaurant-book time': '14:30', 'restaurant-food': 'italian', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'frankie and bennys', 'restaurant-area': 'south', 'train-leaveat': '10:00'}

[context] {} [utterance_sys] what area would you like to catch a train and what day would you like to leave ? [utterance_usr] i need to go from cambridge to london kings cross on tuesday .

[context] {'train-destination': 'peterborough'} [utterance_sys] ok , and what day and time are you looking for ? [utterance_usr] i am looking to go from cambridge to peterborough and leave after 14:15 [belief_state] {'train-leaveat': '14:15', 'train-destination': 'peterborough', 'train-departure': 'cambridge'}

[context] {'hotel-area': 'south', 'hotel-pricerange': 'moderate', 'hotel-stars': '3', 'hotel-type': 'guest house'} [utterance_sys] bridge guest house has a 3 star rating and is in the moderate price range and is located in the south . would you like me to book a room ? [utterance_usr] can you book that for 7 people for 5 nights starting on friday ?

[context] {'hotel-name': 'el shaddia guest house', 'attraction-type': 'college', 'attraction-area': 'west'} [utterance_sys] the el shaddai is a guest house in the centre part of town . it has free internet , parking and has 0 stars . would you like me to book it for you ? [utterance_usr] could you ? that would be great . there are 5 of us and we plan to arrive on thursday . we'd like to stay for 5 nights . [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] {} [utterance_sys] there are 11 museums located in the centre of cambridge . did you have 1 in particular in mind or a type you would be interested in visiting ? [utterance_usr] whatever you recommend . i do need an address , though .

[context] {'attraction-type': 'entertainment'} [utterance_sys] we have several options for you . is there a specific area you will be in ? [utterance_usr] no specific area . just the first thing that pops up . [belief_state] {'attraction-type': 'entertainment', 'attraction-area': 'dontcare'}

[context] {} [utterance_sys] [utterance_usr] yes i am looking for an expensive chinese restaurant .

[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-food': 'international', 'restaurant-area': 'east', 'restaurant-name': 'the missing sock', 'hotel-area': 'south', 'hotel-name': 'lensfield hotel'} [utterance_sys] the lenfield is a 3 star hotel . they do offer free parking . [utterance_usr] can you look for a 2 star hotel in that area if not available then could you try 1 that is in the east ?

[context] {'hotel-area': 'north', 'hotel-parking': 'no', 'hotel-pricerange': 'moderate', 'hotel-type': 'hotel'} [utterance_sys] i have 2 hotel -s . 1 located at 63 milton road and 62 gilbert road ? which 1 would you like for me to book you for ? [utterance_usr] are either of them 4 star hotel -s ? because that s what i need . [belief_state] {'hotel-area': 'north', 'hotel-parking': 'no', 'hotel-pricerange': 'moderate', 'hotel-stars': '4', 'hotel-type': 'hotel'}

[context] {'taxi-departure': 'centre', 'taxi-leaveat': '11:45', 'train-destination': 'leicester', 'train-departure': 'cambridge', 'train-day': 'wednesday', 'train-arriveby': '21:00'} [utterance_sys] the departure time of tr0677 is 05:21 arriving in leicester by 07:06 . do you need any further assistance today ? [utterance_usr] yes , please give me the name of a place to dine in the centre . i would like it to be moderate -ly priced .

[context] {'train-book people': '5', 'train-destination': 'cambridge', 'train-day': 'monday', 'train-arriveby': '11:45', 'train-departure': 'london kings cross'} [utterance_sys] ok . you should be set . the booking was successful . the train number is tr0378 . would you like the reference number too ? [utterance_usr] yes , i do need the reference 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': 'cambridge university botanic gardens', 'train-destination': 'birmingham new street', 'train-arriveby': '08:15', 'train-departure': 'cambridge', 'train-day': 'wednesday', 'train-book people': '1'} [utterance_sys] yes , that s right . 163 minutes . [utterance_usr] great thanks . i thinks thats all the info i am going to need . good night . bye .

[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] the train we're looking at is tr3130 . it arrives at 20:23 so the travel time is 163 minutes . how many seats do you need ? [utterance_usr] you've given me all the information i need . thanks . have a nice day . [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-book day': 'friday', 'hotel-book people': '2', 'hotel-book stay': '1', 'hotel-name': 'university arms hotel', 'train-day': 'friday', 'train-arriveby': '09:00', 'train-departure': 'birmingham new street'} [utterance_sys] tr4887 is the only morning train that early . i can certainly book it for you ! how many riders will be traveling ? [utterance_usr] i need 2 tickets please , can i also get the time it will take to travel on the train ?

[context] {'train-destination': 'london liverpool street', 'train-day': 'friday', 'train-arriveby': '17:45', 'train-departure': 'cambridge'} [utterance_sys] i have train tr9956 that departs at 15:59 and will get you there by 17:27 . would that work for you ? [utterance_usr] yes , that would work . can you book me 4 tickets please ? [belief_state] {'train-book people': '4', 'train-destination': 'london liverpool street', 'train-day': 'friday', 'train-arriveby': '17:45', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] where will you be going to ? [utterance_usr] i'll be going to meze bar restaurant .

[context] {'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] i have successfully booked reference number is : nsg0cl48 . [utterance_usr] wow , thanks . we want to eat at a restaurant called the india house , can you help me with that too ? [belief_state] {'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] {} [utterance_sys] [utterance_usr] hi , i am needing a taxi , leaving cafe uno and i need to arrive by 24:30

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

[context] {'attraction-type': 'museum', 'attraction-area': 'centre', 'attraction-name': 'castle galleries', 'hotel-type': 'guest house', 'hotel-parking': 'yes', 'hotel-stars': '4'} [utterance_sys] acorn guest house is available if that works for you . [utterance_usr] book rooms for 3 people for 4 nights starting sunday , please .

[context] {'restaurant-name': 'tandoori palace', 'hotel-book day': 'wednesday', 'hotel-book people': '5', 'hotel-book stay': '4', 'hotel-area': 'dontcare', 'hotel-parking': 'yes', 'hotel-pricerange': 'cheap', 'hotel-stars': '4', 'hotel-type': 'guest house'} [utterance_sys] the tandoori palace is located at 68 histon road chesterton , and their phone number is 01223506055 . did you still need that hotel booking ? [utterance_usr] yes , please . that was 4 nights at the alexander starting wednesday . 5 people . [belief_state] {'restaurant-name': 'tandoori palace', 'hotel-book day': 'wednesday', 'hotel-book people': '5', 'hotel-book stay': '4', 'hotel-name': 'alexander bed and breakfast', 'hotel-area': 'dontcare', 'hotel-parking': 'yes', 'hotel-pricerange': 'cheap', 'hotel-stars': '4', 'hotel-type': 'guest house'}

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

[context] {'restaurant-book day': 'sunday', 'restaurant-book people': '7', 'restaurant-book time': '19:30', 'restaurant-name': 'efes restaurant'} [utterance_sys] ok your booking was successful you reference number is 3g02x88x . [utterance_usr] thanks . can you check on trains for me ? [belief_state] {'restaurant-book day': 'sunday', 'restaurant-book people': '7', 'restaurant-book time': '19:30', 'restaurant-name': 'efes restaurant'}

[context] {'attraction-name': 'trinity college'} [utterance_sys] certainly . trinity college is located in the centre of town at trinity street , postcode cb21tq . the phone number is 01223338400 and the entrance fee is 1 pound . [utterance_usr] great thank you for the information !

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

[context] {'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] {'taxi-departure': 'india house', 'taxi-arriveby': '24:00'} [utterance_sys] what is the destination ? [utterance_usr] whale of a time is where i want to get to . [belief_state] {'taxi-destination': 'whale of a time', 'taxi-departure': 'india house', 'taxi-arriveby': '24:00'}

[context] {'attraction-type': 'college', 'attraction-area': 'centre', 'attraction-name': 'christ college', 'hotel-name': 'hobsons house'} [utterance_sys] you can reach hobsons house at 01223304906 . is there anything else i can help you with ? [utterance_usr] that sounds good , thank you .

[context] {'attraction-name': 'kambar'} [utterance_sys] it is a nightclub in centre at 1 wheeler street . phone is 01223842725 . do you need any more information ? [utterance_usr] thanks i want to get its entry fee and address [belief_state] {'attraction-name': 'kambar'}

[context] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive'} [utterance_sys] there are quite a few options . do you have a preference for the area ? [utterance_usr] i do not . could you make a recommendation ?

[context] {'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'centre'} [utterance_sys] there are 6 indian restaurant -s in the area . are you looking for 1 nearby , or maybe a specific dish , like curry ? [utterance_usr] of the 6 , what is your restaurant recommendation for good curry ? [belief_state] {'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'centre'}

[context] {'restaurant-food': 'italian', 'restaurant-pricerange': 'dontcare', 'restaurant-area': 'centre', 'restaurant-name': 'don pasquale pizzeria', 'restaurant-book time': '18:30', 'restaurant-book day': 'saturday', 'restaurant-book people': '4'} [utterance_sys] sure ! is there any particular part of the city you want to see , or anything specific you would like to visit ? [utterance_usr] i need more info on churches

[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] {'attraction-name': 'trinity college', 'hotel-stars': '4'} [utterance_sys] 3 hotel -s come up for 4 stars , which do you prefer , huntingdon marriott hotel , cambridge belfry , or university arms hotel ? the cheapest rate is cambridge belfry if that is a concern . [utterance_usr] hmm . . are any of those place -s expensive , and located in the west ?

[context] {'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-stars': '4', 'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-arriveby': '20:45', 'train-departure': 'peterborough'} [utterance_sys] i have the huntingdon marriott in the west and the university arms in the center . both are lovely hotel -s . would you like to book a room ? [utterance_usr] no , that s okay , i think that will be all for today , thank you ! [belief_state] {'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-stars': '4', 'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-arriveby': '20:45', 'train-departure': 'peterborough'}

[context] {'hotel-area': 'north', 'hotel-pricerange': 'moderate', 'hotel-internet': 'yes'} [utterance_sys] how about the ashley hotel ? how many people in your party ? [utterance_usr] but i am not sure from what you said is the ashley priced moderate -ly , and do they have free wifi ? we are 3 people and we'd like to stay 4 nights .

[context] {'hotel-area': 'south', 'hotel-pricerange': 'moderate'} [utterance_sys] i have 2 available . they are both guest house and 1 is 4 stars and the other is 3 . do you have a preference ? [utterance_usr] yes , i would like the 3 star 1 , please . [belief_state] {'hotel-area': 'south', 'hotel-pricerange': 'moderate', 'hotel-stars': '3', 'hotel-type': 'guest house'}

[context] {} [utterance_sys] [utterance_usr] i need some help finding a place to eat .

[context] {} [utterance_sys] [utterance_usr] i am coming to cambridge and am so excited to see some local tourist attractions . i just need help finding a restaurant to eat at while there . [belief_state] {}

[context] {'attraction-type': 'park', 'attraction-area': 'centre', 'attraction-name': 'cambridge university botanic gardens'} [utterance_sys] sure . postcode cb21jf on bateman street . it is 4 pounds to get in . [utterance_usr] i am looking for a train . the train should depart from norwich and should leave after 11:45

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

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

[context] {'restaurant-food': 'north african', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'west', 'attraction-type': 'boat', 'attraction-name': 'riverboat georgina', 'attraction-area': 'north'} [utterance_sys] there are none that serve north african food [utterance_usr] can you search for 1 that has british food then ? [belief_state] {'restaurant-food': 'british', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'west', 'attraction-type': 'boat', 'attraction-name': 'riverboat georgina', 'attraction-area': 'north'}

[context] {'attraction-name': 'gallery at 12 a high street', 'hotel-pricerange': 'cheap'} [utterance_sys] i can recommend 3 guest houses , all 4 star , in the east . may i book a room for you and your family ? [utterance_usr] i need something that include -s free wifi as well .

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

[context] {} [utterance_sys] [utterance_usr] i am coming to town for an overdue visit with my relatives . can you help me find a place to stay ?

[context] {'hotel-parking': 'yes', 'hotel-pricerange': 'cheap'} [utterance_sys] it has a 4 star rating and wifi yes . [utterance_usr] can you tell me the name and phone number of that hotel please ? [belief_state] {'hotel-parking': 'yes', 'hotel-pricerange': 'cheap'}

[context] {'taxi-departure': 'centre', 'taxi-leaveat': '11:45', 'train-destination': 'leicester', 'train-departure': 'cambridge', 'train-day': 'wednesday', 'train-arriveby': '21:00'} [utterance_sys] the travel time is 105 minutes . would you like to book this train ? [utterance_usr] yes , and i will need the train id as well , please .

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

[context] {'hotel-pricerange': 'moderate', 'hotel-stars': '4', 'train-book people': '4', 'train-destination': 'cambridge', 'train-day': 'saturday', 'train-arriveby': '17:15', 'train-departure': 'norwich'} [utterance_sys] booked ! fee is 56.32 gbp payable at the station . reference number: g5dhghzv . also do you have an area preference for the hotel ? [utterance_usr] no , but i would prefer a guest house . [belief_state] {'hotel-area': 'dontcare', 'hotel-pricerange': 'moderate', 'hotel-stars': '4', 'hotel-type': 'guest house', 'train-book people': '4', 'train-destination': 'cambridge', 'train-day': 'saturday', 'train-arriveby': '17:15', 'train-departure': 'norwich'}

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

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

[context] {'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': 'chinese', 'restaurant-pricerange': 'dontcare', 'restaurant-area': 'dontcare', 'train-book people': '4', 'train-destination': 'bishops stortford', 'train-day': 'sunday', 'train-arriveby': '17:30', 'train-departure': 'cambridge'} [utterance_sys] is there anything else that i can assist you with today ? [utterance_usr] no thank you that will be all [belief_state] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'dontcare', 'restaurant-area': 'dontcare', 'train-book people': '4', 'train-destination': 'bishops stortford', 'train-day': 'sunday', 'train-arriveby': '17:30', 'train-departure': 'cambridge'}

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

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

[context] {'hotel-pricerange': 'moderate', 'hotel-parking': 'yes', 'hotel-type': 'guest house', 'hotel-name': 'archway house', 'restaurant-pricerange': 'moderate', 'restaurant-food': 'international'} [utterance_sys] i have found 2 restaurant -s , the varsity or bloomsbury . which 1 would you prefer . [utterance_usr] which 1 has tables available for 3 people at 15:00 on friday ?

[context] {'restaurant-food': 'turkish', 'restaurant-pricerange': 'moderate'} [utterance_sys] i am getting the booking started for you now , can you give me the day and number of people please ? [utterance_usr] book for 8 people on friday at 17:15 . [belief_state] {'restaurant-book day': 'friday', 'restaurant-book people': '8', 'restaurant-book time': '17:15', 'restaurant-food': 'turkish', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'efes restaurant'}

[context] {'attraction-type': 'college', 'attraction-area': 'centre', 'attraction-name': 'christ college', 'hotel-name': 'hobsons house'} [utterance_sys] hobsons house is in the west , on 96 barton road , cb39lh . it s in the moderate price range . it s a 3 star hotel with free wifi and parking . anything else ? [utterance_usr] that will be all . thank you !

[context] {'train-book people': '2', 'train-leaveat': '15:00', 'train-destination': 'peterborough', 'train-day': 'sunday'} [utterance_sys] i have booked 2 seats on tr4558 . the cost is 13.20 pounds . train leaves cambridge sunday at 16:06 . is there anything else i can help with ? [utterance_usr] thank you , i also need to find a room . [belief_state] {'train-book people': '2', 'train-leaveat': '15:00', 'train-destination': 'peterborough', 'train-day': 'sunday'}

[context] {} [utterance_sys] [utterance_usr] i need a hotel on the north side .

[context] {} [utterance_sys] [utterance_usr] i am looking for hotel -s in the center area of town . [belief_state] {'hotel-area': 'centre', 'hotel-type': 'hotel'}

[context] {'hotel-area': 'north'} [utterance_sys] there are 2 options , ashley hotel and lovell lodge , do you want more info or a booking ? [utterance_usr] can you tell me the star rating and do they include free parking ?

[context] {'hotel-name': 'hamilton lodge', 'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-type': 'guest house', 'attraction-area': 'north'} [utterance_sys] we have a couple swimming pools , a park , and a riverboat in the area , do you have a preference ? [utterance_usr] a park sounds nice . what are my options ? [belief_state] {'hotel-name': 'hamilton lodge', 'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-type': 'guest house', 'attraction-type': 'park', 'attraction-area': 'north'}

[context] {'hotel-area': 'west', 'hotel-internet': 'yes'} [utterance_sys] i will be more than happy to help you find 1 . do you prefer a certain price range ? [utterance_usr] price does not really matter , but i would like it to include internet and parking please .

[context] {'hotel-area': 'north', 'hotel-stars': '4', 'hotel-internet': 'yes'} [utterance_sys] there are quite a few that would meet those requirement -s . would you prefer a cheap or moderate rate for your stay ? [utterance_usr] honestly , the price range does not matter to me . is there anything you can recommend ? [belief_state] {'hotel-area': 'north', 'hotel-pricerange': 'dontcare', 'hotel-stars': '4', 'hotel-internet': 'yes'}

[context] {'restaurant-food': 'italian', 'restaurant-area': 'centre', 'restaurant-name': 'pizza express', 'train-departure': 'leicester', 'train-arriveby': '10:15', 'train-destination': 'cambridge', 'train-day': 'friday'} [utterance_sys] train tr4390 leaves at 8:09 and arrives at 9:54 . would you like me to book it for you ? [utterance_usr] no thank you that was all the info i needed today .

[context] {'attraction-type': 'museum', 'train-destination': 'stansted airport', 'train-day': 'wednesday', 'train-arriveby': '16:15', 'train-departure': 'cambridge'} [utterance_sys] okay , sure . train tr0678 leaves cambridge on wednesday and arrives at stansted airport by 16:08 . would you like to book that ? [utterance_usr] what is the price ? [belief_state] {'attraction-type': 'museum', 'train-destination': 'stansted airport', 'train-day': 'wednesday', 'train-arriveby': '16:15', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] i was able to book your table for 5 on saturday . the reference number is : caqb4i7n . [utterance_usr] thanks . i also want a train that departs from london kings cross

[context] {} [utterance_sys] [utterance_usr] i need a train from cambridge on sunday . [belief_state] {'train-day': 'sunday', 'train-departure': 'cambridge'}

[context] {'attraction-name': 'cambridge artworks', 'hotel-area': 'east', 'hotel-pricerange': 'cheap', 'hotel-internet': 'no', 'hotel-type': 'hotel'} [utterance_sys] i am sorry , there are no hotel -s in the east area of town that are cheap or moderate -ly priced . would you prefer another area of town ? [utterance_usr] a guest house will be ok as long as it is cheap and has free wifi , if you can book me 1 in the east are for 4 nights please .

[context] {'hotel-area': 'centre', 'hotel-pricerange': 'cheap'} [utterance_sys] i can help you with that . there are 2 guest houses that meet those requirement -s . 1 is a 4 star and 1 is a 0 star . [utterance_usr] i want the 1 with 0 stars if it has free wifi [belief_state] {'hotel-area': 'centre', 'hotel-pricerange': 'cheap', 'hotel-stars': '0', 'hotel-internet': 'yes'}

[context] {} [utterance_sys] [utterance_usr] hello , i am trying to find an international restaurant in the east . any ideas ?

[context] {} [utterance_sys] [utterance_usr] i want an expensive restaurant in the east part of town . i would also like its phone number . [belief_state] {'restaurant-pricerange': 'expensive', 'restaurant-area': 'east'}

[context] {'train-leaveat': 'after 18:30', 'train-destination': 'ely', 'train-day': 'saturday', 'train-departure': 'london liverpool street', 'restaurant-pricerange': 'cheap', 'restaurant-food': 'international', 'restaurant-area': 'dontcare', 'restaurant-name': 'the missing sock', 'restaurant-book time': '21:00', 'restaurant-book day': 'saturday', 'restaurant-book people': '3'} [utterance_sys] the booking was successful . the table will be reserved for 15 minutes . your reference number is 3y2haome . [utterance_usr] great , that s all i need , thanks so much for your help ! have a great day !

[context] {'taxi-destination': 'cambridge chop house', 'taxi-departure': 'huntingdon marriott hotel', 'taxi-arriveby': '17:30', 'restaurant-book day': 'wednesday', 'restaurant-book people': '3', 'restaurant-book time': '17:30', 'restaurant-food': 'dontcare', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'cambridge chop house', 'restaurant-area': 'centre', 'hotel-name': 'huntingdon marriott hotel'} [utterance_sys] your taxi has been booked . the car type is a blue toyota and the contact number is 07594906784 . is there anything else i can help you with ? [utterance_usr] that s all i need for now . thanks for all your help ! [belief_state] {'taxi-destination': 'cambridge chop house', 'taxi-departure': 'huntingdon marriott hotel', 'taxi-arriveby': '17:30', 'restaurant-book day': 'wednesday', 'restaurant-book people': '3', 'restaurant-book time': '17:30', 'restaurant-food': 'dontcare', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'cambridge chop house', 'restaurant-area': 'centre', 'hotel-name': 'huntingdon marriott hotel'}

[context] {'hotel-name': 'allenbell', 'hotel-book stay': '4', 'hotel-book day': 'monday', 'hotel-book people': '7', 'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive'} [utterance_sys] there are 14 indian restaurant -s matching your criteria . do you have a preference in the area ? [utterance_usr] any area is fine .

[context] {'hotel-stars': '4', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'train-leaveat': '14:30', 'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-departure': 'broxbourne'} [utterance_sys] there are quite a few guest houses in cambridge that would meet your needs . do you have a preferred price range or area of town ? [utterance_usr] no preference on either . can you recommend me a place and can i get a postcode for that guest house ? [belief_state] {'hotel-area': 'dontcare', 'hotel-pricerange': 'dontcare', 'hotel-stars': '4', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'train-leaveat': '14:30', 'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-departure': 'broxbourne'}

[context] {'hotel-parking': 'yes', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'hotel-area': 'dontcare', 'hotel-name': 'archway house', 'restaurant-food': 'indian', 'restaurant-pricerange': 'cheap', 'restaurant-area': 'north', 'restaurant-book time': '12:15', 'restaurant-book day': 'monday', 'restaurant-book people': '1'} [utterance_sys] certainly , your reference number is csp29am3 . is there anything else i can help you with today ? [utterance_usr] thank you , that will be all .

[context] {'hotel-book day': 'tuesday', 'hotel-book people': '8', 'hotel-book stay': '4', 'hotel-name': 'home from home', 'hotel-area': 'north', 'hotel-pricerange': 'dontcare', 'hotel-stars': '4', 'hotel-type': 'guest house'} [utterance_sys] okay , your booking was successful . the reference number is db9c3ovk . can i help you with anything else ? [utterance_usr] great , that s all i need , thanks so much for your help ! have a great day ! [belief_state] {'hotel-book day': 'tuesday', 'hotel-book people': '8', 'hotel-book stay': '4', 'hotel-name': 'home from home', 'hotel-area': 'north', 'hotel-pricerange': 'dontcare', 'hotel-stars': '4', 'hotel-type': 'guest house'}

[context] {} [utterance_sys] [utterance_usr] book me a taxi to vue cinema

[context] {} [utterance_sys] okay . where is the destination ? [utterance_usr] the destination is the museum of classical archaeology . [belief_state] {'taxi-destination': 'museum of classical archaeology'}

[context] {'hotel-name': 'city centre north bed and breakfast'} [utterance_sys] i sure can . what day would you need the room and how long do you plan on staying ? [utterance_usr] i need it for 2 nights , starting on monday .

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

[context] {'restaurant-book day': 'tuesday', 'restaurant-book people': '1', 'restaurant-book time': '12:45', 'restaurant-food': 'european', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'eraina', 'restaurant-area': 'centre', 'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-arriveby': '08:00', 'train-departure': 'stansted airport'} [utterance_sys] alright , there are 3 different trains leaving that morning that will get you there on time . each 1 has a duration of twenty 8 minutes , should i book 1 of them ? [utterance_usr] yes please , just 1 ticket . could i get the reference number for the train you book please ?

[context] {'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-arriveby': '11:30', 'train-departure': 'bishops stortford'} [utterance_sys] the tr0635 leaves at 09:29 , tickets cost 10.10 pounds and the duration of the journey is just 38 minutes . would you like me to book you a seat ? [utterance_usr] no but i also need a place to stay that should be in the expensive price range and should include free wifi . [belief_state] {'hotel-pricerange': 'expensive', 'hotel-internet': 'yes', 'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-arriveby': '11:30', 'train-departure': 'bishops stortford'}

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

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

[context] {} [utterance_sys] [utterance_usr] i am in the mood for some fusion food . please find me an expensive restaurant that serves it

[context] {'restaurant-food': 'indian', 'restaurant-area': 'centre', 'train-leaveat': '11:00', 'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-departure': 'broxbourne'} [utterance_sys] there are several indian restaurant -s to choose from , are you looking for a certain price range ? [utterance_usr] i want the restaurant to be expensive . [belief_state] {'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'centre', 'train-leaveat': '11:00', 'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-departure': 'broxbourne'}

[context] {} [utterance_sys] [utterance_usr] i am looking for a train that leaves from cambridge .

[context] {'attraction-type': 'college', 'attraction-area': 'west'} [utterance_sys] churchill college cb30ds , clare college cb21tl , clare hall cb39al , magdalene college cb30ag , and queen s college cb39et . and the train from ely will be departing from where ? [utterance_usr] i'll be leaving from cambridge . [belief_state] {'attraction-type': 'college', 'attraction-area': 'west', 'train-destination': 'ely', 'train-day': 'sunday', 'train-departure': 'cambridge'}

[context] {'attraction-area': 'east', 'attraction-name': 'funky fun house'} [utterance_sys] their postcode is cb58hy . can i help you with anything else today ? [utterance_usr] can you find me a moderate -ly priced british restaurant ?

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

[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] the address and postcode is cb28rj 151 hills road . [utterance_usr] great thank you for your help thats all i needed today .

[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] {} [utterance_sys] [utterance_usr] i am in the mood for some fusion food . please find me an expensive restaurant that serves it

[context] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive'} [utterance_sys] how about yu garden ? it s expensive and serves chinese food . [utterance_usr] that should be fine . can you get the reference number ? [belief_state] {'restaurant-book day': 'sunday', 'restaurant-book people': '3', 'restaurant-book time': '15:00', 'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'yu garden'}

[context] {'attraction-type': 'museum', 'attraction-area': 'centre'} [utterance_sys] castle galleries is in the center . it is very nice . [utterance_usr] can you give me their postcode , phone number , and address .

[context] {'attraction-type': 'nightclub', 'attraction-name': 'ballare'} [utterance_sys] the phone number is 01223364222 . the address is heidelberg gardens , lion yard . can i help with anything else ? [utterance_usr] yes . can you book a hotel for the same evening ? [belief_state] {'hotel-area': 'centre', 'hotel-type': 'hotel', 'attraction-type': 'nightclub'}

[context] {'hotel-parking': 'no', 'hotel-pricerange': 'expensive', 'hotel-area': 'west', 'hotel-internet': 'yes', 'hotel-name': 'huntingdon marriott hotel'} [utterance_sys] which dates will you need the room ? [utterance_usr] i will need it for 4 nights for 5 people starting wednesday .

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

[context] {} [utterance_sys] where will you be headed ? [utterance_usr] i need arrive in stevenage by 15:00 .

[context] {'taxi-destination': 'museum of archaelogy and anthropology', 'attraction-type': 'museum', 'attraction-name': 'museum of archaelogy and anthropology'} [utterance_sys] what time do you wan to leave and arrive by ? [utterance_usr] i need to get there by 17:15 . [belief_state] {'taxi-destination': 'museum of archaelogy and anthropology', 'taxi-arriveby': '17:15', 'attraction-type': 'museum', 'attraction-name': 'museum of archaelogy and anthropology'}

[context] {} [utterance_sys] okay , what time would you like to leave ? [utterance_usr] i would like to leave archway house in time to arrive at curry garden by 19:00 .

[context] {} [utterance_sys] i would be happy to help . what are your departure and destination sites , and what time ? [utterance_usr] i would like to leave the leverton house after 08:00 to go to the cambridge lodge restaurant . [belief_state] {'taxi-leaveat': '08:00', 'taxi-destination': 'cambridge lodge restaurant', 'taxi-departure': 'leverton house'}

[context] {'attraction-type': 'museum', 'attraction-area': 'centre'} [utterance_sys] castle galleries is in the center . it is very nice . [utterance_usr] can you give me their postcode , phone number , and address .

[context] {'hotel-area': 'north', 'hotel-parking': 'no', 'hotel-internet': 'yes'} [utterance_sys] i can only find avalon guest house [utterance_usr] that sounds fine . what is their address and postcode ? oh , i'll need their phone number too , if it s available . [belief_state] {'hotel-name': 'avalon', 'hotel-area': 'north', 'hotel-parking': 'no', 'hotel-internet': 'yes'}

[context] {'train-leaveat': '19:21', 'train-day': 'saturday', 'train-departure': 'cambridge', 'train-destination': 'leicester', 'train-book people': '5', 'train-arriveby': '21:06'} [utterance_sys] your booking is complete . your reference number is ti6pzfh7 . what information can i provide you with about people s portraits exhibition at girton college ? [utterance_usr] i need the postcode and attraction type ?

[context] {'restaurant-name': 'kohinoor', 'train-book people': '7', 'train-leaveat': '08:16', 'train-destination': 'cambridge', 'train-day': 'friday', 'train-departure': 'norwich'} [utterance_sys] kohinoor is in postcode cb12as . can i help you with anything else ? [utterance_usr] no . that s all i need for now . thank you so much . [belief_state] {'restaurant-name': 'kohinoor', 'train-book people': '7', 'train-leaveat': '08:16', 'train-destination': 'cambridge', 'train-day': 'friday', 'train-departure': 'norwich'}