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[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] {'restaurant-name': 'de luca cucina and bar', 'attraction-type': 'cinema', 'attraction-name': 'cineworld cinema'} [utterance_sys] unfortunately i do not have any entrance fee information for cineworld . can i help you with anything else ? [utterance_usr] no i just needed the phone number . thank you . [belief_state] {'restaurant-name': 'de luca cucina and bar', 'attraction-type': 'cinema', 'attraction-name': 'cineworld cinema'}

[context] {'train-book people': '7', 'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-arriveby': '08:45', 'train-departure': 'london liverpool street'} [utterance_sys] ok , you have 7 tickets reserved on tr6939 . total due at the station will be 116.2gbp . your reference number is ok7wytnq . [utterance_usr] i also need a place to stay . 2 star is my preference . [belief_state] {'hotel-stars': '2', 'train-book people': '7', 'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-arriveby': '08:45', 'train-departure': 'london liverpool street'}

[context] {'train-destination': 'stevenage', 'train-day': 'thursday', 'train-arriveby': '10:30', 'train-departure': 'cambridge', 'hotel-parking': 'yes', 'hotel-area': 'north', 'hotel-internet': 'yes', 'hotel-name': 'acorn guest house'} [utterance_sys] i would be happy to i just need to know for which nights and for how many people . [utterance_usr] just for myself . and say , 2 nights ought to do it .

[context] {'restaurant-food': 'italian', 'restaurant-pricerange': 'cheap', 'restaurant-area': 'north', 'hotel-book day': 'sunday', 'hotel-book people': '4', 'hotel-book stay': '3', 'hotel-area': 'north', 'hotel-pricerange': 'cheap'} [utterance_sys] i am sorry , but i was unable to book your request , would you be able to move the starting date or have a shorter stay ? [utterance_usr] i suppose . is there a room available for 2 nights , starting sunday ? [belief_state] {'restaurant-food': 'italian', 'restaurant-pricerange': 'cheap', 'restaurant-area': 'north', 'hotel-book day': 'sunday', 'hotel-book people': '4', 'hotel-book stay': '2', 'hotel-area': 'north', 'hotel-pricerange': 'cheap'}

[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] {'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] do you still want the hotel in the same part of town ? [utterance_usr] let s start over . this is what i need: a cheap place with wifi on the east side . book it for 4 nights for 1 person from wednesday .

[context] {'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'} [utterance_sys] the cambridge corn exchange is located in the centre of town on wheeler st . the phone number is 01223357851 and the postcode is cb23qe . anything else i can help with ? [utterance_usr] can you book a taxi for me at 15:15 from the corn exchange to the guest house ? [belief_state] {'taxi-leaveat': '15:15', 'taxi-departure': 'the cambridge corn exchange', '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] {'hotel-name': 'alexander bed and breakfast', 'hotel-area': 'centre', 'hotel-parking': 'yes', 'hotel-internet': 'yes'} [utterance_sys] what day would you like me to book the hotel , how many people and what days would you like to stay ? [utterance_usr] i would like to book the hotel for 4 people , 3 nights starting on thursday , please . [belief_state] {'hotel-book day': 'thursday', 'hotel-book people': '4', 'hotel-book stay': '5', 'hotel-name': 'alexander bed and breakfast', 'hotel-area': 'centre', 'hotel-parking': 'yes', 'hotel-internet': 'yes'}

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

[context] {'train-leaveat': '10:15', 'train-destination': 'peterborough', 'train-day': 'tuesday', 'train-departure': 'cambridge'} [utterance_sys] do you need any further assistance ? [utterance_usr] that is all i needed today . [belief_state] {'train-leaveat': '10:15', 'train-destination': 'peterborough', 'train-day': 'tuesday', 'train-departure': 'cambridge'}

[context] {'train-destination': 'bishops stortford', 'train-day': 'tuesday', 'train-arriveby': '16:30', 'train-departure': 'cambridge'} [utterance_sys] i have train tr8017 arriving at 16:07 , is that good for you ? [utterance_usr] how much will it cost and how long will the trip take ? [belief_state] {'train-destination': 'bishops stortford', 'train-day': 'tuesday', 'train-arriveby': '16:30', 'train-departure': 'cambridge'}

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

[context] {'train-leaveat': '11:00', 'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-departure': 'broxbourne'} [utterance_sys] i can help you with that , how many tickets do you need ? [utterance_usr] i just need information right now . would you choose a train leaving after 11:00 ? i need the train id , arrival time and price , please . [belief_state] {'train-leaveat': '11:00', 'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-departure': 'broxbourne'}

[context] {} [utterance_sys] [utterance_usr] hi , i am planning a trip and need some help finding a place to stay . [belief_state] {}

[context] {'restaurant-food': 'italian', 'restaurant-area': 'centre', 'restaurant-name': 'pizza express', 'train-departure': 'leicester', 'train-arriveby': '10:15', 'train-destination': 'ely'} [utterance_sys] and what day are you traveling ? [utterance_usr] i would like to go to cambridge friday .

[context] {'train-day': 'tuesday', 'train-departure': 'cambridge'} [utterance_sys] what destination will you be traveling to ? [utterance_usr] the train should leave after 10:15 and should go to peterborough [belief_state] {'train-leaveat': '10:15', 'train-destination': 'peterborough', 'train-day': 'tuesday', 'train-departure': 'cambridge'}

[context] {'hotel-name': 'avalon', 'hotel-area': 'north', 'hotel-parking': 'no', 'hotel-internet': 'yes', 'attraction-name': 'vue cinema'} [utterance_sys] you are welcome ! is there any other attraction i can look up for you ? or any other info you need ? [utterance_usr] no , thank you . that s all i need today . [belief_state] {'hotel-name': 'avalon', 'hotel-area': 'north', 'hotel-parking': 'no', 'hotel-internet': 'yes', 'attraction-name': 'vue cinema'}

[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': 'japanese', 'restaurant-pricerange': 'moderate'} [utterance_sys] i am sorry , but there is no restaurant serving japanese food and in the moderate price range . would you like to try another type of food or a different price range ? [utterance_usr] how about modern european food ? [belief_state] {'restaurant-food': 'modern european', 'restaurant-pricerange': 'moderate'}

[context] {'hotel-book day': 'tuesday', 'hotel-book people': '7', 'hotel-book stay': '5', 'hotel-area': 'west', 'hotel-stars': '4', 'train-book people': '7', 'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-arriveby': '08:45', 'train-departure': 'london liverpool street'} [utterance_sys] the cambridge belfry was the best match for a large group so i booked you there , the reference number is x33mybk5 , may i assist with anything else ? [utterance_usr] no , thank you . that will be all . [belief_state] {'hotel-book day': 'tuesday', 'hotel-book people': '7', 'hotel-book stay': '5', 'hotel-area': 'west', 'hotel-stars': '4', 'train-book people': '7', 'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-arriveby': '08:45', 'train-departure': 'london liverpool street'}

[context] {'hotel-parking': 'yes', 'hotel-internet': 'yes', 'hotel-pricerange': 'moderate', 'hotel-type': 'hotel'} [utterance_sys] the archway house is a popular 4 star guest house in the north part of town in the moderate price range with free internet and parking . should i book it ? [utterance_usr] yes . please book it for monday . 3 nights , 6 people . i'll also need the reference number .

[context] {'hotel-area': 'west', 'hotel-type': 'guest house'} [utterance_sys] yes , the hobsons house has 3 stars and meets your criteria . would you like me to make a reservation for you ? [utterance_usr] book it for 4 people and 3 nights starting from tuesday . [belief_state] {'hotel-book day': 'tuesday', 'hotel-book people': '4', 'hotel-book stay': '3', 'hotel-area': 'west', 'hotel-stars': '3', 'hotel-type': 'guest house'}

[context] {'hotel-book day': 'sunday', 'hotel-book people': '5', 'hotel-book stay': '4', 'hotel-name': 'el shaddia guest house', 'hotel-pricerange': 'cheap', 'hotel-stars': '0', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'attraction-type': 'museum'} [utterance_sys] the broughton house gallery is a lovely museum in the centre of town . it s located at 98 king street cb11ln and has free entrance . their phone is 01223314960 . would that work ? [utterance_usr] actually , yes , that s great . you've answered all my question wonderfully , thank you . bye ! [belief_state] {'hotel-book day': 'sunday', 'hotel-book people': '5', 'hotel-book stay': '4', 'hotel-name': 'el shaddia guest house', 'hotel-pricerange': 'cheap', 'hotel-stars': '0', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'attraction-type': 'museum', 'attraction-name': 'broughton house gallery'}

[context] {} [utterance_sys] [utterance_usr] i am looking for a restaurant that is in the centre of town and serves light bites food .

[context] {'restaurant-food': 'british', 'restaurant-area': 'dontcare'} [utterance_sys] the cotto serves british food it is in the centre of town in the moderate price range . [utterance_usr] may i get the restaurant phone number please ? [belief_state] {'restaurant-food': 'british', 'restaurant-name': 'cotto', 'restaurant-area': 'dontcare'}

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

[context] {'train-destination': 'stevenage', 'train-day': 'thursday', 'train-arriveby': '10:30', 'train-departure': 'cambridge'} [utterance_sys] train tr0552 arrives by 10:10 the ticket price is 12.80 pounds and the travel time is 49 minutes . [utterance_usr] perfect . i am also looking for a place to stay with free parking

[context] {'hotel-area': 'dontcare', 'hotel-pricerange': 'expensive', 'hotel-stars': '2'} [utterance_sys] okay , the express by holiday inn cambridge matches the criteria . the address is 1517 norman way , coldhams business park . would you like me to book a reservation ? [utterance_usr] does it have free parking [belief_state] {'hotel-name': 'express by holiday inn cambridge', 'hotel-area': 'dontcare', 'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-stars': '2'}

[context] {'hotel-area': 'east', 'hotel-parking': '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] which price range would you like ? [utterance_usr] i am open to different price range -s . what is available ? [belief_state] {'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-food': 'african', 'restaurant-area': 'dontcare', 'restaurant-name': 'bedouin', 'restaurant-pricerange': 'expensive', 'restaurant-book time': '18:00', 'restaurant-book day': 'sunday', 'restaurant-book people': '7', 'hotel-pricerange': 'expensive', 'hotel-stars': '4', 'taxi-destination': 'bedouin', 'taxi-departure': 'university arms hotel', 'taxi-arriveby': '18:00'} [utterance_sys] great , i hope i was able to assist you with everything you needed . have a good day . [utterance_usr] thank you for your help .

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

[context] {'hotel-name': 'home from home'} [utterance_sys] sure ! it is a guest house and has free wifi ! what other information do you need ? [utterance_usr] do they have free parking ?

[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] [utterance_usr] i am looking for a train . the train should arrive by 16:00 and should leave on saturday . [belief_state] {'train-day': 'saturday', 'train-arriveby': '16:00'}

[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-destination': 'cambridge', 'train-departure': 'bishops stortford'} [utterance_sys] what day will you be departing and time ? [utterance_usr] i leave on tuesday and need to arrive by 11:30 . [belief_state] {'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-arriveby': '11:30', 'train-departure': 'bishops stortford'}

[context] {} [utterance_sys] [utterance_usr] i am looking for information about cambridge . what kind of place -s can you go in town ? [belief_state] {}

[context] {} [utterance_sys] [utterance_usr] i am planning a visit to cambridge and i want to know when a train that is leaving monday will take me to broxbourne .

[context] {'train-leaveat': '14:30', 'train-departure': 'cambridge'} [utterance_sys] there is a train leaving cambridge for birmingham new street on friday at 15:01 for 75.10 pounds . the trip will take 163 minutes . [utterance_usr] excellent . can you assist me in booking a ticket ? [belief_state] {'train-leaveat': '14:30', 'train-destination': 'birmingham new street', 'train-departure': 'cambridge'}

[context] {'restaurant-book day': 'saturday', 'restaurant-book people': '1', 'restaurant-book time': '11:15', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'the missing sock', 'restaurant-area': 'east'} [utterance_sys] you've been booked for 11:15 . do you need anything else ? [utterance_usr] may i have the reference number please ? [belief_state] {'restaurant-book day': 'saturday', 'restaurant-book people': '1', 'restaurant-book time': '11:15', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'the missing sock', 'restaurant-area': 'east'}

[context] {'restaurant-name': 'maharajah tandoori restaurant', 'restaurant-book time': '16:00', 'restaurant-book day': 'monday', 'restaurant-book people': '5', 'train-departure': 'stevenage', 'train-day': 'monday', 'train-book people': '5', 'train-arriveby': '12:30'} [utterance_sys] your train tickets are booked for tr 8265 , departing from stevenage at 9:54 , arriving in cambridge at 10:43 . your reference number isd0v6u0ma . total is 64 gbp payable at the station . [utterance_usr] fantastic , thank you for the information .

[context] {'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'} [utterance_sys] i have booked you a train leaving at 14:36 . the cost is 112.64 gbp . reference number mb0pzvmj . how would you like to pay ? [utterance_usr] i'll pay at the station . well that s it for me today . thanks for all your help ! g'bye : [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] {'restaurant-book people': '6', 'restaurant-book time': '14:30', 'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'hakka', 'restaurant-area': 'north', 'train-destination': 'ely', 'train-day': 'tuesday', 'train-arriveby': '20:00', 'train-departure': 'cambridge'} [utterance_sys] which day would you like this reservation ? [utterance_usr] i would like that reservation for tuesday , as well . [belief_state] {'restaurant-book day': 'tuesday', 'restaurant-book people': '6', 'restaurant-book time': '14:30', 'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'hakka', 'restaurant-area': 'north', 'train-destination': 'ely', 'train-day': 'tuesday', 'train-arriveby': '20:00', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] [utterance_usr] hi , i am looking for a particular restaurant , the restaurant alimentum .

[context] {} [utterance_sys] [utterance_usr] hi , i am looking for a place with tuscan food in any price range . [belief_state] {'restaurant-food': 'tuscan', 'restaurant-pricerange': 'dontcare'}

[context] {'attraction-type': 'museum', 'attraction-area': 'east', 'train-book people': '2', 'train-leaveat': '15:30', 'train-destination': 'birmingham new street', 'train-day': 'saturday', 'train-departure': 'cambridge'} [utterance_sys] we have 4 to choose from . any particular preference ? [utterance_usr] does not matter . can i get the entrance fee , address , and phone number please ? [belief_state] {'attraction-type': 'museum', 'attraction-area': 'east', 'train-book people': '2', 'train-leaveat': '15:30', 'train-destination': 'birmingham new street', 'train-day': 'saturday', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] please confirm are you looking for a hotel or a guest house ? [utterance_usr] i am looking for a hotel .

[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] {'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-arriveby': '14:00', 'train-departure': 'birmingham new street'} [utterance_sys] train tr4931 leaves tuesday at 10:40 and arrives by 13:23 in cambridge . would you like to book this train ? [utterance_usr] yes , i would like to book for 3 people . [belief_state] {'train-book people': '3', 'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-arriveby': '14:00', 'train-departure': 'birmingham new street'}

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

[context] {'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] {} [utterance_sys] [utterance_usr] i am looking for a hotel called kirkwood house [belief_state] {'hotel-name': 'kirkwood house'}

[context] {} [utterance_sys] there are none available at this time . [utterance_usr] ok . could you try for a museum .

[context] {'restaurant-food': 'scottish', 'restaurant-pricerange': 'cheap'} [utterance_sys] i am sorry , there are not any . is there anything else you could prefer ? [utterance_usr] no , not at this time . i was really only hunting a restaurant with scottish cuisine . thank you for your time . [belief_state] {'restaurant-food': 'scottish', 'restaurant-pricerange': 'cheap'}

[context] {} [utterance_sys] [utterance_usr] hi , i am currently planning to come to cambridge , and i was looking for a relatively inexpensive place to eat in the centre . what would you suggest ? [belief_state] {'restaurant-pricerange': 'cheap', 'restaurant-area': 'centre'}

[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] {'attraction-name': 'great saint marys church', 'train-destination': 'cambridge', 'train-day': 'thursday', 'train-departure': 'ely'} [utterance_sys] great , do you know your departure or arrival time ? [utterance_usr] i need to arrive by 15:15 [belief_state] {'attraction-name': 'great saint marys church', 'train-destination': 'cambridge', 'train-day': 'thursday', 'train-arriveby': '15:15', 'train-departure': 'ely'}

[context] {'restaurant-book day': 'friday', 'restaurant-book people': '3', 'restaurant-book time': '11:00', 'restaurant-food': 'british', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'centre'} [utterance_sys] i was able to book restaurant 17 , reference number is xxz4d253 . [utterance_usr] sounds wonderful , thank you for your help . that is all i need . bye . [belief_state] {'restaurant-book day': 'friday', 'restaurant-book people': '3', 'restaurant-book time': '11:00', 'restaurant-food': 'british', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'restaurant 17', 'restaurant-area': 'centre'}

[context] {'attraction-type': 'nightclub', 'attraction-area': 'south'} [utterance_sys] i have 1 called , the place , would you like more info on it ? [utterance_usr] yes , i would like the phone number , postcode , and address please .

[context] {} [utterance_sys] [utterance_usr] i am looking for kings hedges learner pool . can you help me with that ? [belief_state] {'attraction-name': 'kings hedges learner pool'}

[context] {'train-destination': 'cambridge', 'train-departure': 'leicester'} [utterance_sys] on what day will you be travelling ? [utterance_usr] i will be traveling on monday and need to arrive by 14:15 [belief_state] {'train-destination': 'cambridge', 'train-day': 'monday', 'train-arriveby': '14:15', 'train-departure': 'leicester'}

[context] {'restaurant-food': 'light bites', 'restaurant-area': 'centre', 'restaurant-pricerange': 'expensive'} [utterance_sys] no expensive restaurant [utterance_usr] could you try chinese food , instead ?

[context] {} [utterance_sys] [utterance_usr] hi . i would like help finding an indian restaurant to eat at . [belief_state] {'restaurant-food': 'indian'}

[context] {'train-destination': 'cambridge', 'train-departure': 'birmingham new street'} [utterance_sys] there are 133 trains from birmingham new street and to cambridge . is there a particular day and and or time you are interested in ? [utterance_usr] yes , i want to leave on monday and i need to arrive by 11:15 [belief_state] {'train-destination': 'cambridge', 'train-day': 'monday', 'train-arriveby': '11:15', 'train-departure': 'birmingham new street'}

[context] {'restaurant-pricerange': 'expensive', 'restaurant-area': 'west', 'restaurant-name': 'cocum', 'restaurant-food': 'indian', 'restaurant-book time': '12:15', 'restaurant-book day': 'sunday', 'restaurant-book people': '2', 'train-departure': 'bishops stortford', 'train-day': 'sunday'} [utterance_sys] i can look that up for you . first , a few details: can i confirm a desired time frame and that the destination is cambridge ? [utterance_usr] i would like to arrive in cambridge by 9:45 on sunday .

[context] {'restaurant-book day': 'sunday', 'restaurant-book people': '7', 'restaurant-book time': '19:30', 'restaurant-name': 'efes restaurant'} [utterance_sys] as there are quite a few trains , what is your destination , departure , and arrival time needed ? i will narrow them down for you . [utterance_usr] i will be departing birmingham new street on sunday . i want to arrive at cambridge by 14:15 . [belief_state] {'restaurant-book day': 'sunday', 'restaurant-book people': '7', 'restaurant-book time': '19:30', 'restaurant-name': 'efes restaurant', 'train-destination': 'cambridge', 'train-day': 'sunday', 'train-arriveby': '14:15', 'train-departure': 'birmingham new street'}

[context] {} [utterance_sys] [utterance_usr] i am wondering if you have any information on a place called gallery at 12 a high street ? [belief_state] {'attraction-name': 'gallery at 12 a high street'}

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

[context] {'train-leaveat': '15:30', 'train-destination': 'birmingham new street', 'train-day': 'saturday', 'train-departure': 'cambridge'} [utterance_sys] i found that tr3245 is likely suited for your needs . it departs at 16:01 on saturday evening . may i book that for you ? [utterance_usr] yes please , book it for 2 people and provide me with the reference number if you do not mind . [belief_state] {'train-book people': '2', 'train-leaveat': '15:30', 'train-destination': 'birmingham new street', 'train-day': 'saturday', 'train-departure': 'cambridge'}

[context] {'hotel-name': 'express by holiday inn cambridge', 'hotel-area': 'east', 'hotel-pricerange': 'expensive', 'hotel-stars': '4', 'attraction-name': 'the place'} [utterance_sys] the express by holiday inn cambridge is only 2 stars . unfortunately , there are no 4 star place -s to stay in the east in the expensive price range . [utterance_usr] let s try for moderate price range , 4 stars please . [belief_state] {'hotel-name': 'express by holiday inn cambridge', 'hotel-area': 'east', 'hotel-pricerange': 'moderate', 'hotel-stars': '4', 'attraction-name': 'the place'}

[context] {'taxi-departure': 'centre', 'taxi-leaveat': '11:45', 'train-destination': 'leicester', 'train-departure': 'cambridge', 'train-day': 'wednesday', 'train-arriveby': '21:00', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'centre'} [utterance_sys] i have many options . what type of food interests you ? [utterance_usr] i would like to try some british food , i think .

[context] {'restaurant-pricerange': 'moderate', 'restaurant-area': 'west'} [utterance_sys] do you have a preference on food type ? there are 3 restaurant -s with the following food types: indian , italian , and british . [utterance_usr] british sounds good . what s it called ? [belief_state] {'restaurant-food': 'british', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'west'}

[context] {} [utterance_sys] [utterance_usr] i need a place to stay in the north area . [belief_state] {'hotel-area': 'north'}

[context] {} [utterance_sys] [utterance_usr] i would love to see some architecture in the centre please

[context] {} [utterance_sys] [utterance_usr] i am new in town and i was wondering if you knew any good nightclubs or a hot spot similar to 1 nearby . [belief_state] {'attraction-type': 'nightclub'}

[context] {'attraction-name': 'great saint marys church', 'train-destination': 'cambridge', 'train-day': 'thursday', 'train-arriveby': '15:15', 'train-departure': 'ely'} [utterance_sys] i have train tr4068 leaving at 5:35 and arriving at 5:52 . [utterance_usr] i want to confirm that i will arrive by 15:15 ? you stated , leaving at 5:35 and arriving at 5:52 ? [belief_state] {'attraction-name': 'great saint marys church', 'train-destination': 'cambridge', 'train-day': 'thursday', 'train-arriveby': '15:15', 'train-departure': 'ely'}

[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] {'hotel-parking': 'yes', 'attraction-name': 'kambar'} [utterance_sys] do you have an area or price range in mind ? [utterance_usr] i would like an expensive 3 star hotel . [belief_state] {'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-stars': '3', 'hotel-type': 'hotel', 'attraction-name': 'kambar'}

[context] {'restaurant-book day': 'saturday', 'restaurant-book people': '7', 'restaurant-book time': '16:00', 'restaurant-food': 'british', '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'} [utterance_sys] i was able to reserve a spot for you at restaurant 17 . here is your reference number , 3hstwxs7 . [utterance_usr] that s all i need assistance with today . thank you . [belief_state] {'restaurant-book day': 'saturday', 'restaurant-book people': '7', 'restaurant-book time': '16:00', 'restaurant-food': 'british', '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] {'train-leaveat': '19:21', 'train-day': 'saturday', 'train-departure': 'cambridge', 'train-destination': 'leicester', 'train-book people': '5', 'train-arriveby': '21:06', 'attraction-name': 'peoples portraits exhibition at girton college'} [utterance_sys] its an exhibit and cb3ojg . [utterance_usr] thanks , that s all i need today !

[context] {'restaurant-food': 'thai', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'sala thong', 'restaurant-area': 'west', 'attraction-type': 'museum', 'attraction-name': 'byard art', 'attraction-area': 'south'} [utterance_sys] yes , it is a museum and the entrance fee is free . [utterance_usr] thanks that s all i need [belief_state] {'restaurant-food': 'thai', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'sala thong', 'restaurant-area': 'west', 'attraction-type': 'museum', 'attraction-name': 'byard art', 'attraction-area': 'south'}

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

[context] {} [utterance_sys] [utterance_usr] i will be visiting cambridge and i need to arrive by 9:15 on saturday . [belief_state] {'train-destination': 'cambridge', 'train-day': 'saturday', 'train-arriveby': '09:15'}

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

[context] {} [utterance_sys] [utterance_usr] i would like to make a reservation at the maharajah tandoori restaurant for my trip to cambridge .

[context] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'cheap', 'restaurant-area': 'south'} [utterance_sys] the lucky star is cheap and serves chinese food . [utterance_usr] that'll be great . can i get the phone number , address , and postcode to that please ? [belief_state] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'lucky star', 'restaurant-area': 'south'}

[context] {'hotel-book day': 'thursday', 'hotel-book people': '4', 'hotel-book stay': '5', 'hotel-name': 'alexander bed and breakfast', 'hotel-area': 'centre', 'hotel-parking': 'yes', 'hotel-internet': 'yes'} [utterance_sys] ok , the booking has been completed . is there anything else i can help you with ? [utterance_usr] can i have the reference number for the hotel booking ? i would also like information about a restaurant called bedouin . [belief_state] {'restaurant-name': 'bedouin', 'hotel-book day': 'thursday', 'hotel-book people': '4', 'hotel-book stay': '3', 'hotel-name': 'alexander bed and breakfast', 'hotel-area': 'centre', 'hotel-parking': 'yes', 'hotel-internet': 'yes'}

[context] {} [utterance_sys] i have several train going to stevenage . where are you departing from and what time would you like to arrive by ? [utterance_usr] i am departing from cambridge on saturday . i would like to arrive in stevenage by 14:00 .

[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] {'train-day': 'tuesday', 'train-departure': 'norwich'} [utterance_sys] i have about 19 different trains . do you have a certain time you would like to leave after or arrive by ? [utterance_usr] i want to leave after 20:15 . [belief_state] {'train-leaveat': '20:15', 'train-day': 'tuesday', 'train-departure': 'norwich'}

[context] {} [utterance_sys] [utterance_usr] i am looking for a boat to go to in town .

[context] {} [utterance_sys] [utterance_usr] i am looking for a place to stay , i would prefer a hotel in the expensive price range . [belief_state] {'hotel-pricerange': 'expensive', 'hotel-type': 'hotel'}

[context] {} [utterance_sys] [utterance_usr] restaurant on the south side please [belief_state] {'restaurant-area': 'south'}

[context] {} [utterance_sys] [utterance_usr] i am looking for el shaddai

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

[context] {'restaurant-food': 'italian', 'restaurant-pricerange': 'cheap', 'restaurant-area': 'dontcare'} [utterance_sys] ask is an italian restaurant in the cheap priced category , and is the centre of town . [utterance_usr] can i get the address and phone number ? [belief_state] {'restaurant-food': 'italian', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'ask', 'restaurant-area': 'dontcare'}

[context] {'restaurant-book day': 'saturday', 'restaurant-book people': '2', 'restaurant-book time': '16:30', 'restaurant-food': 'turkish', 'restaurant-pricerange': 'moderate', 'train-day': 'saturday', 'train-arriveby': '08:15', 'restaurant-name': 'anatolia', 'train-destination': 'cambridge', 'train-departure': 'bishops stortford', 'train-book people': '2'} [utterance_sys] booking was successful , the total fee is 16.16 gbp payable at the station . reference number is : yva5ylp1 . anything else ? [utterance_usr] no that s all , you've been helpful .

[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] {'hotel-name': 'ashley hotel', 'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-type': 'hotel'} [utterance_sys] i would be happy to help with your request , but i'll need to know what day you are arriving , how many are staying and for how many nights ? [utterance_usr] never mind . i want to know is this a guest house . if not i need 1 . [belief_state] {'hotel-name': 'ashley hotel', 'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-type': 'guest house'}

[context] {'train-destination': 'cambridge', 'train-day': 'sunday', 'train-arriveby': '11:30', 'train-departure': 'ely'} [utterance_sys] the train leaves at 9:35 . shall i book it for you ? [utterance_usr] no , thank you . i would like to see if you could find a place for me to stay that would have a 4 star rating .

[context] {'hotel-pricerange': 'cheap', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'train-book people': '6', 'train-leaveat': '18:30', 'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-departure': 'leicester'} [utterance_sys] i would suggest the alexander bed and breakfast , it has a 4 star rating , free parking and internet and it is in the cheap price range . would you like a reservation ? [utterance_usr] yes please . for 5 nights for the same group of people . [belief_state] {'hotel-book people': '6', 'hotel-book stay': '5', 'hotel-name': 'alexander bed and breakfast', 'hotel-pricerange': 'cheap', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'train-book people': '6', 'train-leaveat': '18:30', 'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-departure': 'leicester'}

[context] {'hotel-pricerange': 'moderate'} [utterance_sys] there are 33 moderate -ly priced accommodations . do you have a specific area or star rating you are looking for ? [utterance_usr] i would like to stay in the north part of town . [belief_state] {'hotel-area': 'north', 'hotel-pricerange': 'moderate'}

[context] {'attraction-type': 'museum', 'attraction-area': 'centre', 'train-destination': 'cambridge', 'train-arriveby': '13:00', 'train-departure': 'stansted airport', 'train-day': 'saturday', 'train-leaveat': '05:24'} [utterance_sys] tr4194 will cost 8.08 pounds . how many tickets do you need ? [utterance_usr] i need 1 ticket .

[context] {'train-destination': 'peterborough', 'train-day': 'tuesday', 'train-departure': 'cambridge'} [utterance_sys] i have a train that departs cambridge on tuesday at 12:34 and will get you to peterborough at 13:24 exactly . would you like me to book that seat for you ? [utterance_usr] yes , please ! i need 6 seats . [belief_state] {'train-book people': '6', 'train-destination': 'peterborough', 'train-day': 'tuesday', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] can you tell me the name of the hotel please and then we can talk about booking a room ? [utterance_usr] it is the huntingdon marriott hotel [belief_state] {'hotel-name': 'huntingdon marriott hotel'}

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

[context] {'restaurant-book day': 'saturday', 'restaurant-book people': '4', 'restaurant-book time': '15:00', 'restaurant-food': 'dontcare', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'west'} [utterance_sys] the reference number is 5whdpghw . is there anything else i can assist you with ? [utterance_usr] no that will be all . thank you so much for all of your help ! [belief_state] {'restaurant-book day': 'saturday', 'restaurant-book people': '4', 'restaurant-book time': '15:00', 'restaurant-food': 'dontcare', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'west'}

[context] {'taxi-leaveat': '07:30', 'taxi-destination': 'bridge guest house', 'taxi-departure': 'byard art', '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'} [utterance_sys] ok , a grey honda should be picking you up at the museum , the contact number is 07694082426 . is there anything else i can help you with ? [utterance_usr] that s all for today . thanks for your help . [belief_state] {'taxi-leaveat': '07:30', 'taxi-destination': 'bridge guest house', 'taxi-departure': 'byard art', '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] {} [utterance_sys] [utterance_usr] can you give me any info on whether you have any 2 star hotel or guest houses somewhere in town ?

[context] {'hotel-name': 'avalon', 'hotel-area': 'north', 'hotel-parking': 'no', 'hotel-internet': 'yes', 'attraction-name': 'vue cinema'} [utterance_sys] you are welcome ! is there any other attraction i can look up for you ? or any other info you need ? [utterance_usr] no , thank you . that s all i need today . [belief_state] {'hotel-name': 'avalon', 'hotel-area': 'north', 'hotel-parking': 'no', 'hotel-internet': 'yes', 'attraction-name': 'vue cinema'}

[context] {'restaurant-name': 'cow pizza kitchen and bar'} [utterance_sys] it certainly is . it s located at corn exchange street . [utterance_usr] i need to book a table for 5 at 16:45 on wednesday . [belief_state] {'restaurant-book day': 'wednesday', 'restaurant-book people': '5', 'restaurant-book time': '16:45', 'restaurant-name': 'cow pizza kitchen and bar'}

[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-book day': 'sunday', 'hotel-book people': '1', 'hotel-book stay': '5', 'hotel-name': 'bridge guest house', 'hotel-area': 'dontcare', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '3', 'hotel-type': 'guest house'} [utterance_sys] booking was unsuccessful . want to find another hotel ? [utterance_usr] please book a different hotel in the same price range . [belief_state] {'hotel-book day': 'sunday', 'hotel-book people': '1', 'hotel-book stay': '5', 'hotel-area': 'dontcare', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '3', 'hotel-type': 'guest house'}

[context] {'restaurant-food': 'italian', 'restaurant-area': 'centre', 'hotel-area': 'centre', 'hotel-parking': 'yes', 'hotel-pricerange': 'cheap', 'hotel-internet': 'yes'} [utterance_sys] yes it does . it is very nice . [utterance_usr] great , i would like a reservation for 1 , 3 nights starting from wednesday . if that fails , then friday and the reference number . [belief_state] {'restaurant-food': 'italian', 'restaurant-area': 'centre', 'hotel-book day': 'wednesday', 'hotel-book people': '3', 'hotel-book stay': '1', 'hotel-name': 'el shaddia guest house', 'hotel-area': 'centre', 'hotel-parking': 'yes', 'hotel-pricerange': 'cheap', 'hotel-internet': 'yes'}

[context] {} [utterance_sys] i can help with that . where will you be departing from ? [utterance_usr] i'll be departing from peterborough , arriving by 08:30 .

[context] {'taxi-destination': 'museum of archaelogy and anthropology', 'taxi-arriveby': '17:15', 'attraction-type': 'museum', 'attraction-name': 'museum of archaelogy and anthropology'} [utterance_sys] where will you be traveling from ? [utterance_usr] i will be leaving from cote . [belief_state] {'taxi-destination': 'museum of archaelogy and anthropology', 'taxi-departure': 'cote', 'taxi-arriveby': '17:15', 'attraction-type': 'museum', 'attraction-name': 'museum of archaelogy and anthropology'}

[context] {'restaurant-food': 'japanese', 'restaurant-area': 'centre'} [utterance_sys] it is expensive range in price . [utterance_usr] great , please book a table for 7 people at 15:15 on friday . [belief_state] {'restaurant-book day': 'friday', 'restaurant-book people': '7', 'restaurant-book time': '15:15', 'restaurant-food': 'japanese', 'restaurant-name': 'wagamama', 'restaurant-area': 'centre'}

[context] {} [utterance_sys] i have several train going to stevenage . where are you departing from and what time would you like to arrive by ? [utterance_usr] i am departing from cambridge on saturday . i would like to arrive in stevenage by 14:00 .

[context] {} [utterance_sys] of course . where are you traveling to ? [utterance_usr] i would like to leave liverpool street on tuesday and arrive in cambridge . [belief_state] {'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-departure': 'london liverpool street'}

[context] {'restaurant-food': 'european', 'restaurant-pricerange': 'expensive'} [utterance_sys] there are 5 european restaurant -s , which area would you like to dine in ? [utterance_usr] the area does not matter . can you make a recommendation , please ? [belief_state] {'restaurant-food': 'european', 'restaurant-pricerange': 'expensive'}

[context] {'restaurant-name': 'the lucky star', 'restaurant-book time': '11:15', 'restaurant-book day': 'monday', 'restaurant-book people': '5'} [utterance_sys] all booked ! your reference number is s0fc5mn8 . [utterance_usr] i also need a moderate priced hotel with free parking to stay at .

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

[context] {'attraction-type': 'nightclub', 'attraction-area': 'south'} [utterance_sys] i have 1 called , the place , would you like more info on it ? [utterance_usr] yes , i would like the phone number , postcode , and address please .

[context] {'attraction-type': 'cinema', 'attraction-area': 'centre'} [utterance_sys] vue can be reached at 08712240240 , the postcode is cb11ps . i do not have entrance fee information , i am sorry . [utterance_usr] no worries , i'll give them a call and find out . thanks so much for all your help , goodbye . [belief_state] {'attraction-type': 'cinema', 'attraction-name': 'vue cinema', 'attraction-area': 'centre'}

[context] {'train-destination': 'ely'} [utterance_sys] what day is this for ? [utterance_usr] it will be for thursday . [belief_state] {'train-destination': 'ely', 'train-day': 'thursday'}

[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-pricerange': 'cheap', 'restaurant-area': 'centre', 'attraction-type': 'college', 'attraction-name': 'christ college'} [utterance_sys] i have 15 options in that area . do you have a certain type of food you would like ? [utterance_usr] i am open to try anything . can you recommend 1 of the restaurant -s you found in the centre area ? [belief_state] {'restaurant-food': 'dontcare', 'restaurant-pricerange': 'cheap', 'restaurant-area': 'centre', 'attraction-type': 'college', 'attraction-name': 'christ college'}

[context] {'restaurant-food': 'british', 'restaurant-area': 'east'} [utterance_sys] there is 1 restaurant serving british food on the east side of town . their name is grafton hotel restaurant . would you like their contact information ? [utterance_usr] what is the address and postcode ? [belief_state] {'restaurant-food': 'british', 'restaurant-name': 'grafton hotel restaurant', 'restaurant-area': 'east'}

[context] {'hotel-stars': '4', 'hotel-internet': 'yes'} [utterance_sys] there are 3 hotel -s matching your criteria . would you prefer an expensive or cheap price range ? [utterance_usr] i would like a cheap hotel .

[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-stars': '4', 'hotel-internet': 'yes'} [utterance_sys] there are 2 place -s that meet your search criteria . did you have a price range in mind ? [utterance_usr] price does not matter . do they have 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] hello , i am looking for a moderate -ly priced restaurant on the east part of town . [belief_state] {'restaurant-pricerange': 'moderate', 'restaurant-area': 'east'}

[context] {'taxi-leaveat': '24:45', 'taxi-destination': 'worth house', 'taxi-departure': 'stevenage'} [utterance_sys] you are all set with a black honda . contact number will be 07642970234 . can i do anything else for you ? [utterance_usr] no thank you . have a nice day !

[context] {'taxi-destination': 'kohinoor', 'taxi-departure': 'university arms hotel', 'taxi-arriveby': '12:00', 'restaurant-book day': 'thursday', 'restaurant-book people': '5', 'restaurant-book time': '12:00', 'restaurant-food': 'indian', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'kohinoor', 'restaurant-area': 'centre', 'hotel-name': 'university arms hotel', 'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-type': 'hotel'} [utterance_sys] ok your all set ! a yellow bmw will be picking you up a few minutes before your reservation at the restaurant . contact number is 07785034458 . anything else ? [utterance_usr] no that will be all thank you [belief_state] {'taxi-destination': 'kohinoor', 'taxi-departure': 'university arms hotel', 'taxi-arriveby': '12:00', 'restaurant-book day': 'thursday', 'restaurant-book people': '5', 'restaurant-book time': '12:00', 'restaurant-food': 'indian', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'kohinoor', 'restaurant-area': 'centre', 'hotel-name': 'university arms hotel', 'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-type': 'hotel'}

[context] {'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'curry king', 'restaurant-area': 'centre'} [utterance_sys] how many people and what time would you like me to make your reservation ? [utterance_usr] i have a party of 8 and need it for 14:45 . can you help me with that ? [belief_state] {'restaurant-book people': '8', 'restaurant-book time': '14:45', 'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'curry king', 'restaurant-area': 'centre'}

[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': 'monday', 'restaurant-book people': '2', 'restaurant-book time': '13:30', 'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'curry queen', 'restaurant-area': 'centre'} [utterance_sys] booking was successful . the table will be reserved for 15 minutes . reference number is : z0v0h1yr . [utterance_usr] thanks , i am also looking for a place to go in the same area . [belief_state] {'restaurant-book day': 'monday', 'restaurant-book people': '2', 'restaurant-book time': '13:30', 'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'curry queen', 'restaurant-area': 'centre'}

[context] {'attraction-type': 'nightclub'} [utterance_sys] ballare s entrance fee is 5 pounds and they are located in the centre of town . is there anything else i can help you with today ? [utterance_usr] no , that s it . thanks a bunch ! bye ! [belief_state] {'attraction-type': 'nightclub'}

[context] {'hotel-area': 'east', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '4', 'hotel-type': 'guest house'} [utterance_sys] carolina bed and breakfast is in the moderate price range and has free parking . would you like me to book that for your now ? [utterance_usr] yes please ! can i also get admission fees for nearby museums ?

[context] {'hotel-parking': 'yes', 'hotel-type': 'hotel'} [utterance_sys] there are 8 accomodations of the hotel type with free parking . what part of town do you prefer ? [utterance_usr] the west , please . and can i get free wifi ? [belief_state] {'hotel-area': 'west', 'hotel-parking': 'yes', 'hotel-internet': 'yes', 'hotel-type': 'hotel'}

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

[context] {'attraction-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-food': 'korean', 'restaurant-pricerange': 'dontcare', 'restaurant-name': 'little seoul'} [utterance_sys] there phone number is 01223308681 is there anything else i can help you with ? [utterance_usr] no . thank you , goodbye . [belief_state] {'restaurant-food': 'korean', 'restaurant-pricerange': 'dontcare', 'restaurant-name': 'little seoul'}

[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'} [utterance_sys] the alexander bed and breakfast matches those qualifications , as well as being located in the centre . would you like a reservation or more information ? [utterance_usr] i would like to book that for 5 nights please .

[context] {'hotel-name': 'acorn guest house'} [utterance_sys] acorn guest house is located in the north area of town . would you like more information ? [utterance_usr] yes i would like to book that for 3 nights from saturday for 7 people . [belief_state] {'hotel-name': 'acorn guest house'}

[context] {'taxi-leaveat': '07:45', 'taxi-destination': 'allenbell', 'taxi-departure': 'kohinoor'} [utterance_sys] your booking is complete , a black toyota will pick you up . the contact number is 07768938666 . [utterance_usr] thats perfect that you for your help [belief_state] {'taxi-leaveat': '07:45', 'taxi-destination': 'allenbell', 'taxi-departure': 'kohinoor'}

[context] {'hotel-pricerange': 'moderate'} [utterance_sys] is there a particular area of town you would like to stay in ? [utterance_usr] no . however i would like for the hotel to be 4 star and include free wifi .

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

[context] {'restaurant-food': '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 man on the moon is located at 2 norfolk street , postcode cb12lf . do you need the phone number as well ? [utterance_usr] yes i will need the phone number please . [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] {'attraction-area': 'north', 'attraction-type': 'swimming pool', 'hotel-area': 'north', 'hotel-internet': 'yes', 'hotel-parking': 'yes', 'hotel-name': 'acorn guest house', 'hotel-book stay': '4', 'hotel-book day': 'friday', 'hotel-book people': '3', 'taxi-departure': 'acorn guest house'} [utterance_sys] okay , where is the departure and destination please ? [utterance_usr] i want to leave the hotel by 3:30 to go to the pool .

[context] {'taxi-destination': 'yippee noodle bar', 'restaurant-book day': 'wednesday', 'restaurant-book people': '2', 'restaurant-book time': '17:00', 'restaurant-food': 'asian oriental', 'restaurant-name': 'yippee noodle bar', 'restaurant-area': 'centre', 'hotel-name': 'acorn guest house', 'hotel-area': 'north'} [utterance_sys] yes the acorn guest house has free parking available . [utterance_usr] i am also looking for lodging in the expensive price range . does the acorn guest house fit this requirement ? [belief_state] {'taxi-destination': 'yippee noodle bar', 'restaurant-book day': 'wednesday', 'restaurant-book people': '2', 'restaurant-book time': '17:00', 'restaurant-food': 'asian oriental', 'restaurant-name': 'yippee noodle bar', 'restaurant-area': 'centre', 'hotel-name': 'acorn guest house', 'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-pricerange': 'expensive'}

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

[context] {'attraction-type': 'museum', 'attraction-area': 'centre', 'attraction-name': 'castle galleries', 'train-destination': 'stevenage', 'train-departure': 'cambridge', 'train-day': 'sunday', 'train-leaveat': '17:30'} [utterance_sys] i have train tr8726 that would leave at 19:21 and get you to stevenage at 20:10 . would that work for you ? [utterance_usr] yeah , can you book 4 tickets for me ?

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

[context] {'restaurant-food': 'indian', 'restaurant-pricerange': 'dontcare', 'restaurant-area': 'north'} [utterance_sys] there is a fairly cheap indian restaurant named royal spice in the north part of town . [utterance_usr] what is the address and phone number ? [belief_state] {'restaurant-food': 'indian', 'restaurant-pricerange': 'dontcare', 'restaurant-name': 'royal spice', 'restaurant-area': 'north'}

[context] {} [utterance_sys] i have several moderate -ly priced guest houses available and 1 in the less expensive range . what is your preference ? [utterance_usr] i would prefer a moderate -ly priced 1 please .

[context] {'train-destination': 'birmingham new street', 'train-day': 'friday', 'train-arriveby': '18:15', 'train-departure': 'cambridge'} [utterance_sys] the closest arrival to 18:15 is 17:44 . would that work for you ? [utterance_usr] what is the price for a ticket ? [belief_state] {'train-destination': 'birmingham new street', 'train-day': 'friday', 'train-arriveby': '18:15', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] [utterance_usr] i need a 16:30 taxi . [belief_state] {'taxi-leaveat': '16:30'}

[context] {'restaurant-food': 'european', 'restaurant-pricerange': 'expensive'} [utterance_sys] i have several european restaurant -s to choose from . did you want to dine in a certain area of the city ? [utterance_usr] i do not care which area . just need to find a table for 5 people at 15:00 on saturday . i will need the reference number once booked .

[context] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'centre'} [utterance_sys] jinling noodle bar is a chinese restaurant in the centre , 11 peas hill city centre [utterance_usr] that sounds great ! can you see if there s a table for 3 available at 16:00 on monday ? [belief_state] {'restaurant-book day': 'monday', 'restaurant-book people': '3', 'restaurant-book time': '16:00', 'restaurant-food': 'chinese', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'centre'}

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

[context] {'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] {'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] {'taxi-destination': 'whale of a time', 'taxi-departure': 'india house', 'taxi-arriveby': '24:00'} [utterance_sys] ok , i have booked you a taxi . it will be a grey honda , contact number is 07502484881 . is there anything else i can help with today ? [utterance_usr] no , thank you for your help ! [belief_state] {'taxi-destination': 'whale of a time', 'taxi-departure': 'india house', 'taxi-arriveby': '24:00'}

[context] {'hotel-pricerange': 'expensive', 'hotel-type': 'guest house'} [utterance_sys] unfortunately , there are not any available guest houses in the expensive price range . may i suggest a moderate priced 1 that has the quality of an expensive 1 ? [utterance_usr] yes , can you try a moderate priced hotel ?

[context] {'hotel-area': 'centre', 'hotel-parking': 'yes', 'hotel-pricerange': 'cheap', 'hotel-internet': 'yes', 'hotel-type': 'hotel'} [utterance_sys] i do not have any hotel -s that meet your criteria but i do have 2 guest houses available ? would that be okay ? [utterance_usr] yes , that would be fine . what are the names of the 2 guest houses ? [belief_state] {'hotel-area': 'centre', 'hotel-parking': 'yes', 'hotel-pricerange': 'cheap', 'hotel-internet': 'yes', 'hotel-type': 'guest house'}

[context] {'hotel-book day': 'wednesday', 'hotel-book people': '7', 'hotel-book stay': '5', 'hotel-name': 'acorn guest house', 'hotel-pricerange': 'moderate', 'hotel-type': 'guest house', 'train-destination': 'cambridge', 'train-departure': 'broxbourne'} [utterance_sys] it looks like they run hourly at 32 minutes past the hour , starting at 5:32 . did you have a day and time in mind ? [utterance_usr] i would like to arrive by 14:15 . [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', 'train-destination': 'cambridge', 'train-arriveby': '14:15', 'train-departure': 'broxbourne'}

[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': '05:30', 'attraction-name': 'old schools'} [utterance_sys] when do you need to leave ? [utterance_usr] i need to leave old schools by 15:30 , please .

[context] {'hotel-name': 'university arms hotel', 'hotel-area': 'dontcare', 'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-internet': 'yes', 'hotel-type': 'hotel', 'attraction-name': 'the man on the moon', 'attraction-area': 'centre'} [utterance_sys] that should be easy , i just need a time and which place you will be leaving from . [utterance_usr] i want to leave man on the moon at 24:30 and go to the university arms hotel . [belief_state] {'taxi-leaveat': '24:30', 'taxi-destination': 'university arms hotel', 'taxi-departure': 'the man on the moon', 'hotel-name': 'university arms hotel', 'hotel-area': 'dontcare', 'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-internet': 'yes', 'hotel-type': 'hotel', 'attraction-name': 'the man on the moon', 'attraction-area': 'centre'}

[context] {'restaurant-food': 'italian', 'restaurant-pricerange': 'cheap'} [utterance_sys] there are 5 cheap italian restaurant -s is there an area you prefer ? [utterance_usr] yes , i would like to be in the center of town , please . [belief_state] {'restaurant-food': 'italian', 'restaurant-pricerange': 'cheap', 'restaurant-area': 'centre'}

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

[context] {'restaurant-book day': 'thursday', 'restaurant-book people': '7', 'restaurant-book time': '16:15', 'restaurant-food': 'spanish', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'la raza', 'restaurant-area': 'centre'} [utterance_sys] i was unable to book this restaurant . would you like to try another 1 ? [utterance_usr] could you please check for a different restaurant in the same area and price range . [belief_state] {'restaurant-book day': 'thursday', 'restaurant-book people': '7', 'restaurant-book time': '16:15', 'restaurant-food': 'spanish', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'la raza', 'restaurant-area': 'centre'}

[context] {'restaurant-food': 'spanish', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'la tasca', 'hotel-book day': 'tuesday', 'hotel-book people': '7', 'hotel-book stay': '3', 'hotel-name': 'acorn guest house'} [utterance_sys] yes , it is in the centre . would you like a reservation ? [utterance_usr] no thank you , i just need the post code . phone number and address please . [belief_state] {'restaurant-food': 'spanish', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'la tasca', 'hotel-book day': 'tuesday', 'hotel-book people': '7', 'hotel-book stay': '3', 'hotel-name': 'acorn guest house'}

[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] {'restaurant-food': 'italian', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'pizza hut fenditton', 'restaurant-area': 'east', 'hotel-name': 'express by holiday inn cambridge', 'hotel-area': 'east', 'hotel-internet': 'yes', 'hotel-type': 'hotel'} [utterance_sys] sure . the address is cambridge retail park newmarket road fen ditto , the postcode is cb58wr , and the phone number is 01223323737 . [utterance_usr] ok , thank you , that is everything that i need . [belief_state] {'restaurant-food': 'italian', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'pizza hut fenditton', 'restaurant-area': 'east', 'hotel-name': 'express by holiday inn cambridge', 'hotel-area': 'east', 'hotel-internet': 'yes', 'hotel-type': 'hotel'}

[context] {'restaurant-book day': 'tuesday', 'restaurant-book people': '6', 'restaurant-book time': '13:15', 'restaurant-food': 'chinese', 'restaurant-name': 'golden wok', 'restaurant-area': 'north', 'hotel-area': 'north', 'hotel-internet': 'yes', 'hotel-type': 'guest house'} [utterance_sys] no problem , where to where , and when to when ? [utterance_usr] i need to get from the guest house to the restaurant , and i want to be sure i get there by the reservation time . [belief_state] {'taxi-leaveat': '13:00', 'taxi-destination': 'golden wok', 'taxi-departure': 'arbury lodge guest house', 'taxi-arriveby': '13:15', 'restaurant-book day': 'tuesday', 'restaurant-book people': '6', 'restaurant-book time': '13:15', 'restaurant-food': 'chinese', 'restaurant-name': 'golden wok', 'restaurant-area': 'north', 'hotel-area': 'north', 'hotel-internet': 'yes', 'hotel-type': 'guest house'}

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

[context] {'restaurant-book day': 'saturday', 'restaurant-book people': '4', 'restaurant-book time': '15:15', 'restaurant-name': 'cafe uno', 'hotel-book day': 'saturday', 'hotel-book people': '4', 'hotel-book stay': '4', 'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-internet': 'yes', 'hotel-type': 'guest house'} [utterance_sys] i am sorry , i cannot book anything right now . [utterance_usr] is there another guest house that you can try ? [belief_state] {'restaurant-book day': 'saturday', 'restaurant-book people': '4', 'restaurant-book time': '15:15', 'restaurant-name': 'cafe uno', 'hotel-book day': 'saturday', 'hotel-book people': '4', 'hotel-book stay': '4', 'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-internet': 'yes', 'hotel-type': 'guest house'}

[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', 'restaurant-area': 'centre', 'attraction-type': 'college', 'attraction-area': 'centre'} [utterance_sys] they are both located in the centre . efes restaurant is located at king street city centre . would you like to reserve a table ? [utterance_usr] we'll try efes , could you book me a table for 2 on thursday at 11:15 ? i'll need the reference number also . [belief_state] {'restaurant-book day': 'thursday', 'restaurant-book people': '2', 'restaurant-book time': '11:15', 'restaurant-food': 'turkish', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'centre', 'attraction-type': 'college', 'attraction-area': 'centre'}

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

[context] {'train-destination': 'cambridge', 'train-day': 'monday', 'train-arriveby': '16:45', 'train-departure': 'birmingham new street', 'attraction-area': 'centre', 'attraction-name': 'old schools'} [utterance_sys] 01223332320 . it is on trinity lane . [utterance_usr] where is that located again , in the centre right ?

[context] {'train-leaveat': '21:15', 'train-destination': 'birmingham new street', 'train-day': 'wednesday', 'train-departure': 'cambridge'} [utterance_sys] tr8873 leaves at 22:01 and arrives at 24:44 . would you like me to book ? [utterance_usr] for 3 people please . and can you give me the reference number ? [belief_state] {'train-book people': '3', 'train-leaveat': '21:15', 'train-destination': 'birmingham new street', 'train-day': 'wednesday', 'train-departure': 'cambridge'}

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

[context] {} [utterance_sys] i am not showing any eastern european restaurant -s . would you like to try a more specific type of food ? [utterance_usr] i am wanting a place that serves expensive food located in the centre of town , i would prefer eastern european food .

[context] {} [utterance_sys] there are 100 restaurant -s in cambridge ! do you have a food type preference ? [utterance_usr] yes i am looking for an expensive restaurant that serves modern european food in the centre . [belief_state] {'restaurant-food': 'modern european', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'centre'}

[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] there are 21 guest houses that offer those amenities . do you have a preferred price range ? [utterance_usr] no , any price range is fine . go ahead and book , and get me the postcode . [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] i have the express by holiday inn cambridge located on 1517 norman way , coldhams business park . their phone number is 01223866800 . would you like to know anything else ? [utterance_usr] yes , could you book the hotel room for me for 7 people ?

[context] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'lucky star', 'restaurant-area': 'south', 'hotel-area': 'south', 'hotel-pricerange': 'cheap'} [utterance_sys] there are no hotel -s meeting those criteria in the south however rosa s bed and breakfast guest house with 4 stars priced cheap is available . [utterance_usr] ok , a guest house will be fine . [belief_state] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'lucky star', 'restaurant-area': 'south', 'hotel-name': 'rosas bed and breakfast', 'hotel-area': 'south', 'hotel-pricerange': 'cheap'}

[context] {} [utterance_sys] [utterance_usr] can i find a place to eat in the centre which is expensive ? [belief_state] {'restaurant-pricerange': 'expensive', 'restaurant-area': 'centre'}

[context] {'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-arriveby': '11:30', 'train-departure': 'norwich', 'train-leaveat': '05:16', 'attraction-area': 'west', 'attraction-type': 'college'} [utterance_sys] will you be needing anything else today ? [utterance_usr] no , that s everything . thanks again .

[context] {'attraction-name': 'whale of a time', 'train-leaveat': '11:30', 'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-departure': 'ely'} [utterance_sys] the tr3412 leaves at 11:35 , arriving at 11:52 . will that work ? [utterance_usr] yes , that will work for me . [belief_state] {'attraction-name': 'whale of a time', 'train-leaveat': '11:35', 'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-arriveby': '11:52', 'train-departure': 'ely'}

[context] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive'} [utterance_sys] there are 5 expensive chinese restaurant -s . 2 of them are in the south . [utterance_usr] i was hoping to find something located in the center of town . are there any expensive chinese restaurant -s there ? [belief_state] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'centre'}

[context] {} [utterance_sys] [utterance_usr] is there a train schedule for sunday ?

[context] {} [utterance_sys] [utterance_usr] i am looking for a train . i need to leave on tuesday and want to arrive by 20:45 . [belief_state] {'train-day': 'tuesday', 'train-arriveby': '20:45'}

[context] {'restaurant-book day': 'sunday', 'restaurant-book people': '8', 'restaurant-book time': '17:15', 'restaurant-food': 'indian', 'restaurant-area': 'centre', 'hotel-name': 'hamilton lodge', 'hotel-area': 'dontcare', 'hotel-parking': 'yes', 'hotel-stars': '3', 'hotel-internet': 'yes', 'hotel-type': 'guest house'} [utterance_sys] hamilton lodge is moderate -ly priced . the postcode is cb41da and they are located at 156 chesterton road . will that be all for you today ? [utterance_usr] yes , that s all . thank you . have a great day . goodbye . [belief_state] {'restaurant-book day': 'sunday', 'restaurant-book people': '8', 'restaurant-book time': '17:15', 'restaurant-food': 'indian', 'restaurant-area': 'centre', 'hotel-name': 'hamilton lodge', 'hotel-area': 'dontcare', 'hotel-parking': 'yes', 'hotel-stars': '3', 'hotel-internet': 'yes', 'hotel-type': 'guest house'}

[context] {'restaurant-food': 'thai', 'restaurant-area': 'west', 'restaurant-name': 'sala thong'} [utterance_sys] can you please tell me how many people and what day and time you would like me to book it ? [utterance_usr] thursday at 12:45 for 7 people .

[context] {'hotel-area': 'south', 'hotel-parking': 'yes', 'hotel-internet': 'yes', 'hotel-type': 'guest house'} [utterance_sys] what day would you like to book ? [utterance_usr] please book it for 4 people at 11:45 on monday . [belief_state] {'hotel-area': 'south', 'hotel-parking': 'yes', 'hotel-internet': 'yes', 'hotel-type': 'guest house'}

[context] {'restaurant-food': 'dontcare', 'restaurant-pricerange': 'cheap', 'restaurant-area': 'centre', 'attraction-type': 'college', 'attraction-name': 'christ college'} [utterance_sys] may i suggest charlie chan ? it meets all your criteria . [utterance_usr] that sounds good . could you book it for 3 people at 18:15 on wednesday ? [belief_state] {'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] {'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] {'taxi-leaveat': '15:45', 'taxi-destination': 'acorn guest house', 'taxi-departure': 'sesame restaurant and bar', 'restaurant-name': 'sesame restaurant and bar', 'hotel-name': 'acorn guest house', 'hotel-area': 'north', 'hotel-stars': '4', 'hotel-type': 'guest house'} [utterance_sys] a red volkswagen will take you from the acorn guest house to the sesame restaurant and bar . the contact number is 07193707133 [utterance_usr] ok , great . thank you very much for your help . [belief_state] {'taxi-leaveat': '15:45', 'taxi-destination': 'acorn guest house', 'taxi-departure': 'sesame restaurant and bar', 'restaurant-name': 'sesame restaurant and bar', 'hotel-name': 'acorn guest house', 'hotel-area': 'north', 'hotel-stars': '4', 'hotel-type': 'guest house'}

[context] {'train-book people': '3', 'train-leaveat': '12:30', 'train-destination': 'stansted airport', 'train-day': 'saturday', 'train-departure': 'cambridge'} [utterance_sys] alright got your tickets booked , the total fee is 24.24 gbp payable at the station . your reference number is: o14qee79 . anything else i can help with ? [utterance_usr] yes , we're also looking for a hotel to stay at when we're in town . [belief_state] {'train-book people': '3', 'train-leaveat': '12:30', 'train-destination': 'stansted airport', 'train-day': 'saturday', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] [utterance_usr] hi , im looking to find a local hotel that has free parking and free wifi . .

[context] {'hotel-area': 'north', 'hotel-pricerange': 'cheap', 'hotel-stars': '0', 'hotel-internet': 'yes', 'hotel-type': 'guest house'} [utterance_sys] our cheap zero star guest house in the north has both free wifi and free parking . would you like to book ? [utterance_usr] not right now . thank you . i am also looking for a train that leaves on monday and arrives by 1830 . [belief_state] {'hotel-area': 'north', 'hotel-pricerange': 'cheap', 'hotel-stars': '0', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'train-day': 'monday', 'train-arriveby': '18:30'}

[context] {} [utterance_sys] [utterance_usr] i need a 2 star room , free parking included . [belief_state] {'hotel-parking': 'yes', 'hotel-stars': '2'}

[context] {'restaurant-food': 'asian oriental', 'restaurant-area': 'centre'} [utterance_sys] yippee noodle bar serves asian oriental food . [utterance_usr] could you give me their postcode please ?

[context] {'restaurant-food': 'asian oriental', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'kymmoy', 'restaurant-area': 'centre'} [utterance_sys] kymmoy is in the centre of town and the phone number is 01223311911 . may i help you with anything else ? [utterance_usr] thank you , i have all i need . goodbye ! [belief_state] {'restaurant-food': 'asian oriental', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'kymmoy', 'restaurant-area': 'centre'}

[context] {} [utterance_sys] [utterance_usr] i want to find a hotel in the moderate price range . i do not need free parking . [belief_state] {'hotel-parking': 'no', 'hotel-pricerange': 'moderate', 'hotel-type': 'hotel'}

[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] how about corpus christi college ? its address is saint andrew s street , postcode is cb21rh , and their phone number is 01223338000 . [utterance_usr] what about the entrance fee ? is there 1 ?

[context] {'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] the phone number is 01223334900 and the address is saint andrews street . [utterance_usr] thank you ! 1 last thing: i need a taxi to commute from the hotel to the college , please . [belief_state] {'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] {'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] {} [utterance_sys] yes , there are . 2 are in the center , 1 in the north , and 1 is the east . can i get you any additional information ? [utterance_usr] pick 1 and give me the area and entrance fee

[context] {'restaurant-food': 'european', 'restaurant-area': 'centre'} [utterance_sys] yes , there are 8 . what is your price range ? [utterance_usr] can i get the name and address of 1 of the most inexpensive ones ? [belief_state] {'restaurant-food': 'european', 'restaurant-pricerange': 'cheap', 'restaurant-area': 'centre'}

[context] {} [utterance_sys] what type of information ? [utterance_usr] i need a train leaving cambridge on wednesday after 16:45 . [belief_state] {'train-leaveat': '16:45', 'train-day': 'wednesday', 'train-departure': 'cambridge'}

[context] {'train-destination': 'cambridge', 'train-departure': 'bishops stortford', 'train-day': 'tuesday', 'train-book people': '6', 'train-leaveat': '18:15'} [utterance_sys] your train is booked . tr9286 , leaving at 19:29 . your reference number is hjrijowd . what type of restaurant are you interested in ? [utterance_usr] i like greek food . i also need to get a list of local attractions in the east .

[context] {'train-destination': 'ely', 'train-day': 'tuesday', 'train-arriveby': '20:00', 'train-departure': 'cambridge'} [utterance_sys] perfect ! i hope you have a great time ! [utterance_usr] can you also help me find a chinese restaurant on the north side ? [belief_state] {'restaurant-food': 'chinese', 'restaurant-area': 'north', 'train-destination': 'ely', 'train-day': 'tuesday', 'train-arriveby': '20:00', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] [utterance_usr] i need a train that leaves cambridge on monday after 09:15 [belief_state] {'train-leaveat': '09:15', 'train-day': 'monday', 'train-departure': 'cambridge'}

[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] {'restaurant-book day': 'thursday', 'restaurant-book people': '3', 'restaurant-book time': '12:45', 'restaurant-food': 'indian', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'west', 'train-book people': '3', 'train-leaveat': '08:30', 'train-destination': 'cambridge', 'train-day': 'thursday', 'train-departure': 'norwich'} [utterance_sys] you are welcome . may i assist you in any other way today ? [utterance_usr] no thank you , that was everything ! [belief_state] {'restaurant-book day': 'thursday', 'restaurant-book people': '3', 'restaurant-book time': '12:45', 'restaurant-food': 'indian', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'west', 'train-book people': '3', 'train-leaveat': '08:30', 'train-destination': 'cambridge', 'train-day': 'thursday', 'train-departure': 'norwich'}

[context] {} [utterance_sys] [utterance_usr] can you help me find a park please ? [belief_state] {'attraction-type': 'park'}

[context] {'hotel-internet': 'yes', 'hotel-name': 'university arms hotel', 'hotel-pricerange': 'expensive', 'hotel-stars': '4', 'restaurant-food': 'indian', 'restaurant-area': 'centre', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'curry garden', 'restaurant-book time': '17:15', 'restaurant-book day': 'thursday', 'restaurant-book people': '3', 'taxi-destination': 'curry garden', 'taxi-departure': 'university arms hotel'} [utterance_sys] can you tell me what time you would like to leave or arrive by ? [utterance_usr] i would like to arrive at the restaurant at the booked time , please .

[context] {'restaurant-book day': 'wednesday', 'restaurant-book people': '7', 'restaurant-book time': '16:15', 'restaurant-name': 'kymmoy', 'hotel-name': 'university arms hotel', 'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-type': 'hotel'} [utterance_sys] yes . would you like a room ? [utterance_usr] yes , please . can you book me for wednesday for 7 people , 2 nights please ? [belief_state] {'restaurant-book day': 'wednesday', 'restaurant-book people': '7', 'restaurant-book time': '16:15', 'restaurant-name': 'kymmoy', 'hotel-book day': 'wednesday', 'hotel-book people': '2', 'hotel-book stay': '7', 'hotel-name': 'university arms hotel', 'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-type': 'hotel'}

[context] {'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-stars': '0', 'hotel-internet': 'yes'} [utterance_sys] i found the city centre north bed and breakfast . would you like me to book you a room ? [utterance_usr] yes . i want to book it for 8 people , starting sunday , for 3 nights . [belief_state] {'hotel-book day': 'sunday', 'hotel-book people': '8', 'hotel-book stay': '3', 'hotel-name': 'city centre north bed and breakfast', 'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-stars': '0', 'hotel-internet': 'yes'}

[context] {} [utterance_sys] [utterance_usr] i am planning my trip to cambridge and i need help . can you find me some expensive dining options on the west side of town ?

[context] {} [utterance_sys] [utterance_usr] i need an expensive restaurant in west cambridge . [belief_state] {'restaurant-pricerange': 'expensive', 'restaurant-area': 'west'}

[context] {'hotel-book day': 'wednesday', 'hotel-book people': '8', 'hotel-book stay': '5', 'hotel-parking': 'yes', 'hotel-pricerange': 'cheap', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'train-book people': '8', 'train-leaveat': '19:00', 'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-departure': 'peterborough'} [utterance_sys] your train , tr9969 , traveling from peterborough to cambridge on wednesday from 19:19 through 20:09 has been booked . the total for 8 people is 132 gbp and your reference number is jhct9hju . [utterance_usr] thank you that s all that i needed today [belief_state] {'hotel-book day': 'wednesday', 'hotel-book people': '8', 'hotel-book stay': '5', 'hotel-parking': 'yes', 'hotel-pricerange': 'cheap', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'train-book people': '8', 'train-leaveat': '19:00', 'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-departure': 'peterborough'}

[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-pricerange': 'cheap', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'train-book people': '6', 'train-leaveat': '18:30', 'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-departure': 'leicester'} [utterance_sys] i would suggest the alexander bed and breakfast , it has a 4 star rating , free parking and internet and it is in the cheap price range . would you like a reservation ? [utterance_usr] yes please . for 5 nights for the same group of people . [belief_state] {'hotel-book people': '6', 'hotel-book stay': '5', 'hotel-name': 'alexander bed and breakfast', 'hotel-pricerange': 'cheap', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'train-book people': '6', 'train-leaveat': '18:30', 'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-departure': 'leicester'}

[context] {'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] i have 1 called rosa s bed and breakfast which is actually a guest house . would you like to book that ? [utterance_usr] yes please book me a reservations for 3 people at rosa s bed and breakfast and find me the cheapest rate . [belief_state] {'hotel-book people': '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] {'train-destination': 'cambridge', 'train-day': 'monday', 'train-arriveby': '16:45', 'train-departure': 'birmingham new street', 'attraction-area': 'centre'} [utterance_sys] great , there are several churches if that interests you . [utterance_usr] i wouldn't mind checking out some churches . which 1 in particular do you recommend ?

[context] {'restaurant-food': 'italian', 'train-destination': 'birmingham new street', 'train-day': 'friday', 'train-arriveby': '18:15', 'train-departure': 'cambridge'} [utterance_sys] there are 15 italian restaurant -s to choose from . would you like 1 in a particular part of town ? [utterance_usr] any that you choose will be fine . i'll need to book a table for friday at 10:00 . there will be 3 people dining . [belief_state] {'restaurant-book day': 'friday', 'restaurant-book people': '3', 'restaurant-book time': '10:00', 'restaurant-food': 'italian', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'ask', 'train-destination': 'birmingham new street', 'train-day': 'friday', 'train-arriveby': '18:15', 'train-departure': 'cambridge'}

[context] {'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-stars': '3', 'hotel-type': 'hotel', 'attraction-name': 'kambar'} [utterance_sys] gonville hotel is in the centre , the lensfield is in the south , any preferences ? [utterance_usr] what do you recommend ? [belief_state] {'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-stars': '3', 'hotel-type': 'hotel', 'attraction-name': 'kambar'}

[context] {} [utterance_sys] [utterance_usr] i need a college to visit in cambridge

[context] {} [utterance_sys] okay ! what would you like to know ? [utterance_usr] i should have already told you that , how rude of me . can you please tell me what museums are in cambridge ? [belief_state] {'attraction-type': 'museum'}

[context] {} [utterance_sys] [utterance_usr] i am looking for some chinese food , any good place -s in town ? [belief_state] {'restaurant-food': 'chinese'}

[context] {} [utterance_sys] [utterance_usr] i need help with attractions ! can you help me out ?

[context] {'hotel-book day': 'sunday', 'hotel-book people': '1', 'hotel-book stay': '5', 'hotel-area': 'dontcare', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '3', 'hotel-type': 'guest house'} [utterance_sys] do you care whether it is in the same area or not ? [utterance_usr] no , the area is not important . just the same price range , if you can find anything . [belief_state] {'hotel-book day': 'sunday', 'hotel-book people': '1', 'hotel-book stay': '5', 'hotel-area': 'dontcare', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '3', 'hotel-type': 'guest house'}

[context] {'hotel-name': 'huntingdon marriott hotel'} [utterance_sys] its an expensive hotel . [utterance_usr] can i get the postcode please ? [belief_state] {'hotel-name': 'huntingdon marriott hotel'}

[context] {'hotel-name': 'arbury lodge guest house', 'hotel-parking': 'yes', 'hotel-internet': 'yes', 'attraction-name': 'mumford theatre'} [utterance_sys] the phone number is 08451962320 . [utterance_usr] can i get the postcode and area please ?

[context] {'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'} [utterance_sys] i will go ahead and book that for you . [utterance_usr] thank you so much . can i get the reference number also , please ? [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] {} [utterance_sys] [utterance_usr] i am looking for some type of entertainment venue in the centre of town . [belief_state] {'attraction-type': 'entertainment', 'attraction-area': 'centre'}

[context] {'train-destination': 'peterborough', 'train-leaveat': '17:00'} [utterance_sys] no problem . where are you leaving from ? [utterance_usr] cambridge , on tuesday .

[context] {'train-leaveat': '17:45', 'train-destination': 'london liverpool street', 'train-day': 'friday', 'train-departure': 'cambridge'} [utterance_sys] tr5212 departs from cambridge and arrives at london liverpool street . it leaves on friday 17:59 . would you like to book it ? [utterance_usr] no , that 1 will not work . i have to arrive by 17:45 . [belief_state] {'train-destination': 'london liverpool street', 'train-day': 'friday', 'train-arriveby': '17:45', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] great , what would you like to know ? [utterance_usr] are there any expensive restaurant -s in the south ? [belief_state] {'restaurant-pricerange': 'expensive', 'restaurant-area': 'south'}

[context] {} [utterance_sys] yes i can help . the tickets cost 16.60 pounds and the trip is 88 minutes long . when you you like to leave ? [utterance_usr] i just need to arrive by 15:45 leaving from cambridge .

[context] {'train-day': 'tuesday', 'train-arriveby': '12:30'} [utterance_sys] where will you be departing from ? [utterance_usr] i will be departing from cambridge . [belief_state] {'train-day': 'tuesday', 'train-arriveby': '12:30', 'train-departure': 'cambridge'}

[context] {'restaurant-book day': 'monday', 'restaurant-book people': '6', 'restaurant-book time': '13:45', 'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'peking restaurant', 'restaurant-area': 'south'} [utterance_sys] there are museums , architecture , colleges , theater , cinema , boat tour . doers anything interest you in particular . [utterance_usr] in the same area as the restaurant ? i am interested in architecture please [belief_state] {'restaurant-book day': 'monday', 'restaurant-book people': '6', 'restaurant-book time': '13:45', 'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'peking restaurant', 'restaurant-area': 'south', 'attraction-type': 'architecture', 'attraction-area': 'south'}

[context] {} [utterance_sys] what area would you like the hotel in ? [utterance_usr] i would like it to be in south please .

[context] {'attraction-type': 'museum', 'attraction-area': 'centre'} [utterance_sys] the primavera is located at 10 king s parage postcode cb21sj [utterance_usr] thanks ! i am also looking for a guest house to stay in in the north . [belief_state] {'hotel-area': 'north', 'hotel-type': 'guest house', 'attraction-type': 'museum', 'attraction-name': 'primavera', 'attraction-area': 'centre'}

[context] {'attraction-type': 'swimming pool'} [utterance_sys] we have 4 lovely pools . is location important ? [utterance_usr] no location is not important . please recommend 1 , and let me know the phone number . [belief_state] {'attraction-type': 'swimming pool'}

[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] {'hotel-book day': 'sunday', 'hotel-book people': '1', 'hotel-book stay': '5', 'hotel-area': 'dontcare', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '3', 'hotel-type': 'guest house'} [utterance_sys] i have you booked at hamilton lodge . the reference number is tgsva9oc . is there anything else i can help you with ? [utterance_usr] no , that s all i needed . have a nice day . [belief_state] {'hotel-book day': 'sunday', 'hotel-book people': '1', 'hotel-book stay': '5', 'hotel-area': 'dontcare', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '3', 'hotel-type': 'guest house'}

[context] {} [utterance_sys] [utterance_usr] are there any colleges in the west ? [belief_state] {'attraction-type': 'college', 'attraction-area': 'west'}

[context] {'restaurant-food': 'italian', 'restaurant-area': 'centre', 'restaurant-name': 'pizza express', 'train-departure': 'leicester', 'train-arriveby': '10:15', 'train-destination': 'ely'} [utterance_sys] and what day are you traveling ? [utterance_usr] i would like to go to cambridge friday .

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

[context] {} [utterance_sys] [utterance_usr] are there many place -s to stay with mid range price -s ? [belief_state] {'hotel-pricerange': 'moderate'}

[context] {'train-book people': '5', 'train-leaveat': '07:27', 'train-destination': 'london liverpool street', 'train-day': 'friday', 'train-departure': 'cambridge', 'restaurant-food': 'british', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'the oak bistro', 'restaurant-book people': '5', 'restaurant-book time': '10:45', 'restaurant-book day': 'thursday'} [utterance_sys] all booked ! your reference number is ri66qtet . [utterance_usr] thank you so much . i appreciate the help . that was all i needed . have a great day !

[context] {'attraction-name': 'the junction', 'attraction-area': 'south', 'train-book people': '4', 'train-destination': 'london liverpool street', 'train-day': 'friday', 'train-arriveby': '17:45', 'train-departure': 'cambridge'} [utterance_sys] i do not show an entrance fee amount and the postcode is cb22ad . can i help you with anything else today ? [utterance_usr] no . i think that s everything . thank you for your help . [belief_state] {'attraction-name': 'the junction', 'attraction-area': 'south', 'train-book people': '4', 'train-destination': 'london liverpool street', 'train-day': 'friday', 'train-arriveby': '17:45', 'train-departure': 'cambridge'}

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

[context] {'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] {'restaurant-book day': 'thursday', 'restaurant-book people': '5', 'restaurant-book time': '12:00', 'restaurant-food': 'indian', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'kohinoor', 'restaurant-area': 'centre', 'hotel-name': 'university arms hotel', 'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-type': 'hotel'} [utterance_sys] i am sorry they are booked would you like to try another time ? [utterance_usr] are you sure there is not an indian restaurant available on thursday at 12:00 in the centre ? would you double check that for me again ? [belief_state] {'restaurant-book day': 'thursday', 'restaurant-book people': '5', 'restaurant-book time': '12:00', 'restaurant-food': 'indian', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'kohinoor', 'restaurant-area': 'centre', 'hotel-name': 'university arms hotel', 'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-type': 'hotel'}

[context] {'restaurant-food': 'indian', 'restaurant-area': 'east|south'} [utterance_sys] i have 5 restaurant -s that meet those criteria . how about taj tandoori in the south or curry prince in the east ? are you looking for a specific price range ? [utterance_usr] i am looking for something expensive . if the taj is expensive i would like to make a reservation there for 8 people on thursday at 14:00 . [belief_state] {'restaurant-book day': 'thursday', 'restaurant-book people': '8', 'restaurant-book time': '14:00', 'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'taj tandoori', 'restaurant-area': 'east|south'}

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

[context] {'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-type': 'guest house', 'attraction-type': 'architecture'} [utterance_sys] alexander bed and breakfast is in the same area as all saints church and is a guest house with 4 stars . it also has free parking and wifi . [utterance_usr] that hotel sounds good to me . thank you . [belief_state] {'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-type': 'guest house', 'attraction-type': 'architecture'}

[context] {} [utterance_sys] [utterance_usr] do you know of any place -s i can go for entertainment ? [belief_state] {'attraction-type': 'entertainment'}

[context] {} [utterance_sys] sure , that would be the tr5219 train . it leaves at 05:17 and arrives by 6:08 . shall i make a booking for you ? [utterance_usr] can you please provided to toatl travel time ?

[context] {'train-destination': 'cambridge', 'train-day': 'monday', 'train-arriveby': '14:15', 'train-departure': 'leicester'} [utterance_sys] train tr5054 leaves leicester and arrives in cambridge at 13:54 . would you like to book this train ? [utterance_usr] sounds great . can you please book it for 2 people ? [belief_state] {'train-book people': '2', 'train-destination': 'cambridge', 'train-day': 'monday', 'train-arriveby': '14:15', 'train-departure': 'leicester'}

[context] {'train-leaveat': '15:00', 'train-destination': 'peterborough', 'train-day': 'sunday'} [utterance_sys] sure , there are plenty of trains that you could take . the first is at 15:34 , then 16:06 , and there are many more . is there a time that s best ? [utterance_usr] the 15:34 sounds perfect . could you book me tickets for 2 ? [belief_state] {'train-book people': '2', 'train-leaveat': '15:00', 'train-destination': 'peterborough', 'train-day': 'sunday'}

[context] {'train-leaveat': '19:21', 'train-day': 'saturday', 'train-departure': 'cambridge', 'train-destination': 'leicester', 'train-book people': '5', 'train-arriveby': '21:06', 'attraction-name': 'peoples portraits exhibition at girton college'} [utterance_sys] its an exhibit and cb3ojg . [utterance_usr] thanks , that s all i need today !

[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] {'hotel-book day': 'wednesday', 'hotel-book people': '8', 'hotel-book stay': '5', 'hotel-parking': 'yes', 'hotel-pricerange': 'cheap', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'train-book people': '8', 'train-leaveat': '19:00', 'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-departure': 'peterborough'} [utterance_sys] your train , tr9969 , traveling from peterborough to cambridge on wednesday from 19:19 through 20:09 has been booked . the total for 8 people is 132 gbp and your reference number is jhct9hju . [utterance_usr] thank you that s all that i needed today [belief_state] {'hotel-book day': 'wednesday', 'hotel-book people': '8', 'hotel-book stay': '5', 'hotel-parking': 'yes', 'hotel-pricerange': 'cheap', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'train-book people': '8', 'train-leaveat': '19:00', 'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-departure': 'peterborough'}

[context] {'train-book people': '5', 'train-leaveat': '07:27', 'train-destination': 'london liverpool street', 'train-day': 'friday', 'train-departure': 'cambridge', 'restaurant-food': 'british', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'the oak bistro', 'restaurant-book people': '5', 'restaurant-book time': '10:45', 'restaurant-book day': 'thursday'} [utterance_sys] all booked ! your reference number is ri66qtet . [utterance_usr] thank you so much . i appreciate the help . that was all i needed . have a great day !

[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] the booking was successful . your reference number is c3nr2dw2 . is there anything else i can help you with today ? [utterance_usr] no , that s all i needed . have a nice 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-food': 'british', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'the oak bistro', 'restaurant-area': 'centre'} [utterance_sys] the oak bistros price range is moderate would you like more information on it or to book a table ? [utterance_usr] i would like a table for 3 people at 11:00 on friday , please . [belief_state] {'restaurant-book day': 'friday', 'restaurant-book people': '3', 'restaurant-book time': '11:00', 'restaurant-food': 'british', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'the oak bistro', 'restaurant-area': 'centre'}

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

[context] {'hotel-book day': 'wednesday', 'hotel-book people': '6', 'hotel-book stay': '2', 'hotel-stars': '2', 'hotel-internet': 'yes', 'hotel-type': 'hotel'} [utterance_sys] i have you booked in the ashley hotel . your reference number is cw6ymt0b . is there anything else i can do for you today ? [utterance_usr] great that was all i needed today , thank you . [belief_state] {'hotel-book day': 'wednesday', 'hotel-book people': '6', 'hotel-book stay': '2', 'hotel-stars': '2', 'hotel-internet': 'yes', 'hotel-type': 'hotel'}

[context] {} [utterance_sys] [utterance_usr] hi , what can you tell me about a restaurant called the golden curry ? [belief_state] {'restaurant-name': 'golden curry'}

[context] {'hotel-name': 'worth house', 'attraction-type': 'museum', 'attraction-name': 'vue cinema'} [utterance_sys] no problem , also , vue is located in the city centre . worth house is a cheap -ly priced guest house in the north with a 4 star rating . they provide free internet and parking . [utterance_usr] thank you . please book the hotel for 7 people and 2 nights starting from thursday .

[context] {'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] how many people should i book this for ? what day ? how many days will you be staying ? [utterance_usr] book it for 8 people and 4 nights . we will be checking in on thursday . [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] {'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] [utterance_usr] i am looking for train schedules from cambridge to norwich .

[context] {'train-book people': '5', 'train-destination': 'cambridge', 'train-day': 'friday', 'train-arriveby': '16:30', 'train-departure': 'norwich'} [utterance_sys] i have booked you on the tr4828 departing norwich from cambridge at 14:16 and arriving by 15:35 , the total is 88gbp and your reference number is hxymacbp . [utterance_usr] i also need help looking up a restaurant called hk fusion . [belief_state] {'restaurant-name': 'hk fusion', 'train-book people': '5', 'train-destination': 'cambridge', 'train-day': 'friday', 'train-arriveby': '16:30', 'train-departure': 'norwich'}

[context] {'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 stay': '5', 'hotel-name': 'cityroomz', 'hotel-area': 'centre', 'hotel-pricerange': 'moderate', 'hotel-type': 'hotel'} [utterance_sys] will there be 3 people for the hotel reservation as well ? [utterance_usr] yes , i need a booking for 3 people . [belief_state] {'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] {'hotel-parking': 'yes', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'hotel-area': 'dontcare', 'hotel-name': 'archway house'} [utterance_sys] the archway guest house is moderate -ly priced . would you like to book a room ? [utterance_usr] yes . i am looking for an indian restaurant in the cheap price range .

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

[context] {} [utterance_sys] [utterance_usr] i need you to help me find an expensive restaurant to dine in , i would like it to be chinese food . [belief_state] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive'}

[context] {'attraction-type': 'college', 'attraction-area': 'centre', 'attraction-name': 'christ college', 'hotel-name': 'hobsons house'} [utterance_sys] would you like me to book a room for you at hobson s house ? [utterance_usr] no , thank you . i just only need the information of the guest house .

[context] {'restaurant-pricerange': 'moderate', 'restaurant-name': 'yippee noodle bar', 'restaurant-area': 'centre', 'attraction-type': 'college', 'attraction-name': 'christs college|downing college', 'attraction-area': 'centre'} [utterance_sys] the postcode of yippee noodle bar is cb11lh . christ s college is free to enter . [utterance_usr] thanks ! i think you covered everything i need . have a good 1 . bye . [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] {'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'} [utterance_sys] there are 3 cheap guest houses in east with free parking . they are all 4 stars . would you like me to book 1 of those ? [utterance_usr] no , i would like that zero star cheap guest house in the north . [belief_state] {'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-pricerange': 'cheap', 'hotel-stars': '0', 'hotel-type': 'guest house', 'train-destination': 'cambridge', 'train-day': 'monday', 'train-arriveby': '11:15', 'train-departure': 'birmingham new street'}

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

[context] {'restaurant-food': 'portugese', 'restaurant-pricerange': 'expensive', 'hotel-book day': 'wednesday', 'hotel-book people': '3', 'hotel-book stay': '3', 'hotel-name': 'kirkwood house'} [utterance_sys] i am so sorry but the only expensive portuguese restaurant -s in cambridge are in the south or the north . can i interest you in 1 of those ? [utterance_usr] no , i would like it to be in the centre . are there any indian restaurant -s ? [belief_state] {'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'centre', 'hotel-book day': 'wednesday', 'hotel-book people': '3', 'hotel-book stay': '3', 'hotel-name': 'kirkwood 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'}