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[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'} [utterance_sys] could you please choose an attraction first ? [utterance_usr] the old schools attraction is fine .

[context] {} [utterance_sys] [utterance_usr] hi ! i am looking for an attraction named kambar . [belief_state] {'attraction-name': 'kambar'}

[context] {'attraction-area': 'centre', 'attraction-type': 'nightclub', 'train-departure': 'peterborough'} [utterance_sys] sure ! what day would you like to leave peterborough and what time would you like to arrive there ? [utterance_usr] i will not be able to get out of peterborough before 19:00 on friday .

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

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

[context] {'restaurant-food': '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] was that a train arriving or departing from norwich ? [utterance_usr] no i would like to go to norwich . i will be departing from cambridge and would like to leave on saturday . thank you .

[context] {'train-day': 'saturday', 'train-departure': 'stansted airport'} [utterance_sys] tr4194 stansted airport cambridge saturday 05:24 05:52 8.08 pounds 28 minutes . would you like me to book you on this schedule ? [utterance_usr] i need to leave after 17:00 and it should go to cambridge . [belief_state] {'train-leaveat': '17:00', 'train-destination': 'cambridge', 'train-day': 'saturday', 'train-departure': 'stansted airport'}

[context] {'attraction-type': 'park', 'attraction-area': 'south', 'restaurant-name': 'la mimosa', 'restaurant-book people': '7'} [utterance_sys] i would be happy to book that for you . which day would you like to dine and do you have a preferred time ? [utterance_usr] i would like to dine at 16:00 on friday , please .

[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] {} [utterance_sys] there are several trains that meet your criteria . how early would you like to arrive ? that will help me narrow down your choices . [utterance_usr] just a little before 17:15 arrival would be great .

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

[context] {'hotel-name': 'city centre north bed and breakfast'} [utterance_sys] they are at 328a histon road postcod cb43ht , and their phone number is 01223312843 [utterance_usr] thank you ! can you book that for me ?

[context] {'restaurant-food': 'european'} [utterance_sys] cambridge lodge restaurant serves european food , their phone number is 01223355166 and address is cambridge lodge hotel 139 huntingdon road city centre [utterance_usr] thank you . goodbye . [belief_state] {'restaurant-food': 'european'}

[context] {} [utterance_sys] i have several possibilities for monday . can you specify your destination so i can narrow down my search ? [utterance_usr] i am going to cambridge , from birmimgnham new street .

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

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

[context] {'attraction-name': 'all saints church', 'attraction-area': 'centre', 'train-leaveat': '08:30', 'train-destination': 'cambridge', 'train-day': 'sunday', 'train-departure': 'ely'} [utterance_sys] there is a train leaving from ely at 09:35 and arriving in cambridge at 09:52 . how does that sound ? [utterance_usr] that would be great . can you get me 8 tickets on that train , and give me the reference number ? [belief_state] {'attraction-name': 'all saints church', 'attraction-area': 'centre', 'train-leaveat': '08:30', 'train-destination': 'cambridge', 'train-day': 'sunday', 'train-departure': 'ely'}

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

[context] {'hotel-book day': 'tuesday', 'hotel-book people': '6', 'hotel-book stay': '3', 'hotel-area': 'north', 'hotel-pricerange': 'moderate', 'hotel-internet': 'yes', 'hotel-type': 'guest house'} [utterance_sys] they are located at 82 arbury road . do you need anything else ? [utterance_usr] no thank you , that is all i needed . [belief_state] {'hotel-book day': 'tuesday', 'hotel-book people': '6', 'hotel-book stay': '3', 'hotel-area': 'north', 'hotel-pricerange': 'moderate', 'hotel-internet': 'yes', 'hotel-type': 'guest house'}

[context] {} [utterance_sys] ok , what is your destination ? [utterance_usr] i'll be heading to restaurant 2 two

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

[context] {'taxi-leaveat': '17:15', 'taxi-departure': 'cow pizza kitchen and bar', 'taxi-destination': 'bishops stortford'} [utterance_sys] it s a black volvo , the contact number is 07462847735 . that s 07462814435 . [utterance_usr] can you please confirm that my booking is set ? thank you .

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

[context] {} [utterance_sys] i prefer hotel -s also . what part of town did you have in mind ? [utterance_usr] i would like a hotel in the north .

[context] {'hotel-stars': '4', 'hotel-type': 'guest house'} [utterance_sys] okay . what part of town do you want to stay in ? [utterance_usr] any part of town as long as it include -s free parking . [belief_state] {'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-type': 'guest house'}

[context] {} [utterance_sys] where will you be going ? [utterance_usr] i am going to the nirala .

[context] {} [utterance_sys] [utterance_usr] i am looking for a train going to ely please . [belief_state] {'train-destination': 'ely'}

[context] {} [utterance_sys] [utterance_usr] hello , i am looking for a place to stay that offers free parking .

[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] {'restaurant-book day': 'saturday', 'restaurant-book people': '3', 'restaurant-book time': '16:00', 'restaurant-food': 'indian', 'restaurant-pricerange': 'cheap', 'restaurant-area': 'centre', 'hotel-type': 'guest house', 'hotel-internet': 'yes', 'hotel-pricerange': 'cheap', 'hotel-stars': '4', 'hotel-name': 'alexander bed and breakfast', 'hotel-book stay': '5', 'hotel-book people': '3'} [utterance_sys] and what night would you like to start your stay ? [utterance_usr] the same day as the restaurant reservation which is saturday .

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

[context] {'hotel-book 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'} [utterance_sys] yes how many nights will you be staying and when will you be arriving ? [utterance_usr] i will be there for 3 nights . [belief_state] {'hotel-book people': '3', 'hotel-book stay': '3', 'hotel-name': 'rosas bed and breakfast', 'hotel-area': 'south', 'hotel-pricerange': 'cheap', 'train-book people': '3', 'train-leaveat': '21:15', 'train-destination': 'birmingham new street', 'train-day': 'wednesday', 'train-departure': 'cambridge'}

[context] {'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] we have 4 with free entrance [utterance_usr] which 1 do you recommend ?

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

[context] {'hotel-name': 'el shaddia guest house', 'hotel-book stay': '4', 'hotel-book day': 'saturday', 'hotel-book people': '4', 'attraction-type': 'nightclub'} [utterance_sys] would you prefer centre or south area ? [utterance_usr] it does not matter , pick 1 for me and i'll need the area and entrance fee please .

[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] there are many different museums available . is there a certain area you would prefer ? [utterance_usr] no thank you . could you recommend your favorite museum ? [belief_state] {'hotel-book day': 'sunday', 'hotel-book people': '5', 'hotel-book stay': '4', 'hotel-name': 'el shaddia guest house', 'hotel-pricerange': 'cheap', 'hotel-stars': '0', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'attraction-type': 'museum'}

[context] {} [utterance_sys] [utterance_usr] i need a taxi to pick me up at trinity college .

[context] {'restaurant-book day': 'wednesday', 'restaurant-book people': '3', 'restaurant-book time': '17:30', 'restaurant-food': 'dontcare', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'cambridge chop house', 'restaurant-area': 'centre', 'hotel-name': 'huntingdon marriott hotel'} [utterance_sys] your booking was successful . here is your reference number , cuz69hsd . [utterance_usr] thanks , now can you book me a taxi ? i want to be picked up from my hotel and taken to the restaurant by 17:30 . please give me car type and contact number [belief_state] {'taxi-destination': 'cambridge chop house', 'taxi-departure': 'huntingdon marriott hotel', 'taxi-arriveby': '17:30', 'restaurant-book day': 'wednesday', 'restaurant-book people': '3', 'restaurant-book time': '17:30', 'restaurant-food': 'dontcare', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'cambridge chop house', 'restaurant-area': 'centre', 'hotel-name': 'huntingdon marriott hotel'}

[context] {'attraction-type': 'park', 'attraction-area': 'centre', 'attraction-name': 'cambridge university botanic gardens', 'train-departure': 'norwich', 'train-leaveat': '11:45'} [utterance_sys] i am happy to help , i just need the day you will be taking that train . [utterance_usr] i need to leave on thursday .

[context] {'attraction-name': 'camboats'} [utterance_sys] i am unsure of the entrance fee . you could try calling then with the number i provided though . can i help with anything else ? [utterance_usr] i also need a train leaving on friday and arriving by 20:00 . [belief_state] {'attraction-name': 'camboats', 'train-day': 'friday', 'train-arriveby': '20:00'}

[context] {'restaurant-name': 'golden house'} [utterance_sys] the golden house is a chinese restaurant at 12 lensfield road city centre . would you like their phone number ? [utterance_usr] i would like to know the food type and price range of the restaurant please .

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

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

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

[context] {} [utterance_sys] [utterance_usr] i am looking for a train leaving cambridge traveling to kings lynn .

[context] {} [utterance_sys] [utterance_usr] yes i am looking for a train leaving cambridge on a thursday . [belief_state] {'train-day': 'thursday', 'train-departure': 'cambridge'}

[context] {'restaurant-pricerange': 'expensive', 'restaurant-area': 'north', 'restaurant-name': 'the hotpot'} [utterance_sys] the hotpot serves chinese foods and the phone number is 01223366552 while their zip code is cb41ep . is there another thing you might want to know ? [utterance_usr] i would like some information about rosa s bed and breakfast .

[context] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'north', 'train-destination': 'ely', 'train-day': 'tuesday', 'train-arriveby': '20:00', 'train-departure': 'cambridge'} [utterance_sys] they are in the north , postcode is cb41ep . expensive and their phone number is 01223568988 . that was for hakka . [utterance_usr] can you go ahead and make that reservation for me please . for 6 people at 14:30 [belief_state] {'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] there are many trains available . what is your departure day and time ? [utterance_usr] i would like to arrive in cambridge by 11:30 on wednesday .

[context] {'train-destination': 'cambridge', 'train-departure': 'london kings cross'} [utterance_sys] okay ! what day would you like to leave ? [utterance_usr] i need to get there at 09:45 on monday . [belief_state] {'train-destination': 'cambridge', 'train-day': 'monday', 'train-arriveby': '09:45', 'train-departure': 'london kings cross'}

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

[context] {'taxi-leaveat': '05:00', 'taxi-departure': 'express by holiday inn cambridge', 'hotel-book day': 'saturday', 'hotel-book people': '1', 'hotel-book stay': '4', 'hotel-name': 'express by holiday inn cambridge', 'hotel-area': 'east', 'hotel-stars': '2', 'hotel-internet': 'yes', 'hotel-type': 'hotel', 'attraction-type': 'entertainment', 'attraction-name': 'tenpin', 'attraction-area': 'south'} [utterance_sys] unfortunately i do not have any information about their entrance fee but if you call them at 08715501010 , they'll tell you . will that be all today ? [utterance_usr] thank you for the help . that s all for now . [belief_state] {'taxi-leaveat': '05:00', 'taxi-departure': 'express by holiday inn cambridge', 'hotel-book day': 'saturday', 'hotel-book people': '1', 'hotel-book stay': '4', 'hotel-name': 'express by holiday inn cambridge', 'hotel-area': 'east', 'hotel-stars': '2', 'hotel-internet': 'yes', 'hotel-type': 'hotel', 'attraction-type': 'entertainment', 'attraction-name': 'tenpin', 'attraction-area': 'south'}

[context] {'hotel-pricerange': 'moderate', 'hotel-parking': 'yes', 'hotel-type': 'guest house', 'hotel-name': 'archway house'} [utterance_sys] the phone number is 01223575314 . what price range would you like the persian restaurant to be ? [utterance_usr] also expensive . may i have the post code and area of the archway house as well ?

[context] {'hotel-area': 'dontcare', 'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-internet': 'yes', 'hotel-type': 'hotel'} [utterance_sys] ok . all 5 hotel -s have both free parking and wifi . how does the university arms hotel sound ? [utterance_usr] it sounds expensive . can i have the phone number and area please ? [belief_state] {'hotel-name': 'university arms hotel', 'hotel-area': 'dontcare', 'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-internet': 'yes', 'hotel-type': 'hotel'}

[context] {'restaurant-food': 'british', 'restaurant-area': 'east', 'restaurant-name': 'grafton hotel restaurant', 'restaurant-book time': '19:30', 'restaurant-book day': 'saturday', 'restaurant-book people': '7', 'train-destination': 'london liverpool street', 'train-day': 'sunday', 'train-departure': 'cambridge', 'train-arriveby': '12:15', 'train-book people': '7'} [utterance_sys] booking was successful , the total fee is 92.96 gbp payable at the station . reference number is : 3epmfsfa . [utterance_usr] i am all set , thank you for the help .

[context] {'attraction-type': 'entertainment', 'attraction-name': 'cherry hinton hall and grounds', 'attraction-area': 'dontcare', 'train-book people': '4', 'train-destination': 'cambridge', 'train-day': 'thursday', 'train-arriveby': '11:30', 'train-departure': 'stevenage'} [utterance_sys] booking was successful , the total fee is 51.2 gbp payable at the station . reference number is : xx5dnfks . [utterance_usr] great , that s all i need . you can end this conversation now . thanks ! [belief_state] {'attraction-type': 'entertainment', 'attraction-name': 'cherry hinton hall and grounds', 'attraction-area': 'dontcare', 'train-book people': '4', 'train-destination': 'cambridge', 'train-day': 'thursday', 'train-arriveby': '11:30', 'train-departure': 'stevenage'}

[context] {} [utterance_sys] [utterance_usr] i am looking for architecture attractions in the centre .

[context] {} [utterance_sys] [utterance_usr] hi , i am looking for something to do in the centre of cambridge that would be entertainment based . [belief_state] {'attraction-type': 'entertainment', 'attraction-area': 'centre'}

[context] {} [utterance_sys] [utterance_usr] is there a chinese restaurant in the city centre ?

[context] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'centre'} [utterance_sys] there are 4 expensive chinese restaurant -s in the centre of town . would ugly duckling suit you ? [utterance_usr] that sounds fine . can you give me the address and phone number ? [belief_state] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'ugly duckling', 'restaurant-area': 'centre'}

[context] {} [utterance_sys] [utterance_usr] i need a taxi to pick me up at trinity college .

[context] {} [utterance_sys] [utterance_usr] i would like to visit a college in the centre of town . could you help me find 1 ? [belief_state] {'attraction-type': 'college', 'attraction-area': 'centre'}

[context] {} [utterance_sys] [utterance_usr] i am planning a trip in cambridge

[context] {'taxi-leaveat': '15:30', 'taxi-destination': 'williams art and antiques', 'taxi-departure': 'cambridge museum of technology'} [utterance_sys] you are welcome . is there anything else i can help with ? [utterance_usr] that would be all . thanks a lot . [belief_state] {'taxi-leaveat': '15:30', 'taxi-destination': 'williams art and antiques', 'taxi-departure': 'cambridge museum of technology'}

[context] {'hotel-internet': 'yes', 'hotel-name': 'university arms hotel', 'hotel-pricerange': 'expensive', 'hotel-stars': '4', 'restaurant-food': 'indian', 'restaurant-area': 'centre', 'restaurant-pricerange': 'expensive'} [utterance_sys] unfortunately , there are no indian restaurant -s in that price range . [utterance_usr] okay , then try a different price range .

[context] {'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '4', 'hotel-internet': 'yes'} [utterance_sys] there are 6 hotel -s in the north part of the city that fall in the moderate price range , have free wifi and parking , and have 4 stars . any other specification -s ? [utterance_usr] i am not looking to book yet , can you tell me their price range -s ? [belief_state] {'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '4', 'hotel-internet': 'yes'}

[context] {} [utterance_sys] i have made that reservation and your reference number is i8186ttv . [utterance_usr] terrific . thanks for all your help !

[context] {'hotel-book day': 'tuesday', 'hotel-book people': '3', 'hotel-book stay': '1', 'hotel-area': 'north'} [utterance_sys] good news , the acorn just opened up for 1 night . your reference number is ukmnfd3q . can i help you with anything else today ? [utterance_usr] thanks , i think that s all i need right now . bye [belief_state] {'hotel-book day': 'tuesday', 'hotel-book people': '3', 'hotel-book stay': '1', 'hotel-area': 'north'}

[context] {'restaurant-pricerange': 'expensive', 'restaurant-area': 'east', 'restaurant-food': 'dontcare', 'restaurant-book time': '12:00', 'restaurant-book day': 'thursday', 'restaurant-book people': '6'} [utterance_sys] sure , i have made a reservation for 6 people at 12:00 thursday at grafton hotel restaurant reference number is : swdeohlf . may i help with anything else ? [utterance_usr] no , that s all i needed , thank you .

[context] {'restaurant-book day': 'wednesday', 'restaurant-book people': '3', 'restaurant-book time': '12:15', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'restaurant alimentum', 'restaurant-area': 'south'} [utterance_sys] i have made a reservation for you at the restaurant alimentum on wednesday at 12:15 for 3 people . your reference number is lx2xaaf4 . would you like their address ? [utterance_usr] yes can i have the address and phone number please ? [belief_state] {'restaurant-book day': 'wednesday', 'restaurant-book people': '3', 'restaurant-book time': '12:15', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'restaurant alimentum', 'restaurant-area': 'south'}

[context] {} [utterance_sys] and where will the destination be ? [utterance_usr] i would like to go to cambridge .

[context] {} [utterance_sys] [utterance_usr] hello . i would like a train to ely please . [belief_state] {'train-destination': 'ely', 'train-departure': 'cambridge'}

[context] {'restaurant-book day': 'saturday', 'restaurant-book people': '2', 'restaurant-book time': '16:30', 'restaurant-food': 'turkish', 'restaurant-pricerange': 'moderate'} [utterance_sys] i have 2 matching that criteria . would you like me to pick 1 for you ? [utterance_usr] the train needs to arrive by 08:15 on saturday does 1 of them meet that criteria ?

[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] {'hotel-area': 'north', 'hotel-parking': 'yes'} [utterance_sys] they both offer free parking , free wifi , and are rated 2 stars . [utterance_usr] please pick 1 . i need the price range postcode and address please .

[context] {'hotel-area': 'north', 'hotel-pricerange': 'moderate'} [utterance_sys] we have 9 guest houses and 2 hotel -s in the north with moderate price range -s . [utterance_usr] i would like 1 with 2 stars and free parking . [belief_state] {'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '2'}

[context] {'hotel-stars': '2'} [utterance_sys] yes , there are 3 ! how about ashley hotel ? [utterance_usr] does it have free wifi and free parking ?

[context] {'hotel-parking': 'yes', 'hotel-pricerange': 'cheap', 'hotel-stars': '4'} [utterance_sys] how about the allenbell ? [utterance_usr] perfect ! what s the phone number , postcode , and address for that place ? [belief_state] {'hotel-parking': 'yes', 'hotel-pricerange': 'cheap', 'hotel-stars': '4'}

[context] {} [utterance_sys] [utterance_usr] can you find me a taxi to jesus green outdoor pool ? i need to be there by 02:15 .

[context] {'taxi-leaveat': '02:15', 'taxi-departure': 'kings hedges learner pool', 'hotel-name': 'acorn guest house', 'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-internet': 'yes', 'attraction-type': 'swimming pool', 'attraction-name': 'kings hedges learner pool', 'attraction-area': 'north'} [utterance_sys] there are 2 swimming pools in the north , jesus green outdoor pool and kings hedges learner pool . do you have a preference between the 2 ? [utterance_usr] kings hedges learner pool will still be fine . i would like a taxi to pick me up there at 02:15 and take me to the acorn guest house . [belief_state] {'taxi-leaveat': '02:15', 'taxi-destination': 'acorn guest house', 'taxi-departure': 'kings hedges learner pool', 'hotel-name': 'acorn guest house', 'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-internet': 'yes', 'attraction-type': 'swimming pool', 'attraction-name': 'kings hedges learner pool', 'attraction-area': 'north'}

[context] {'hotel-parking': 'no', 'hotel-internet': 'yes', 'hotel-pricerange': 'cheap', 'hotel-area': 'south', 'hotel-name': 'rosas bed and breakfast', 'hotel-book stay': '2', 'hotel-book day': 'thursday', 'hotel-book people': '4', 'train-departure': 'cambridge', 'train-day': 'saturday', 'train-destination': 'bishops stortford', 'train-arriveby': '11:00'} [utterance_sys] the price of your train is 8.08 pounds . do you need any more information ? [utterance_usr] no that will be all , thank you !

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

[context] {'restaurant-food': 'international', 'restaurant-area': 'east', 'restaurant-name': 'the missing sock', 'hotel-area': 'east', 'hotel-name': 'express by holiday inn cambridge'} [utterance_sys] you are all set , the reference number is 9wzd62ff , anything else that i can assist with ? [utterance_usr] what are the nearest diners by the hotel ?

[context] {'restaurant-book day': 'friday', 'restaurant-book people': '8', 'restaurant-book time': '17:15', 'restaurant-food': 'italian', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'prezzo'} [utterance_sys] i have booked that for you and your reference number is s6vdpmw3 . is there anything else i can help you with ? [utterance_usr] nothing else . thanks for your great help . goodbye . [belief_state] {'restaurant-book day': 'friday', 'restaurant-book people': '8', 'restaurant-book time': '17:15', 'restaurant-food': 'italian', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'prezzo'}

[context] {'hotel-name': 'el shaddia guest house'} [utterance_sys] the el shaddai is a guest house in the centre area . would you like to make a booking today ? [utterance_usr] yes i would love that . i need to book it starting on saturday for 4 nights for 4 people .

[context] {'restaurant-food': 'british', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'centre'} [utterance_sys] i recommend the the oak bistro . would you like me to book you a table ? [utterance_usr] yes , please . can you make a reservation for tuesday for 4 at 15:30 ? [belief_state] {'restaurant-book day': 'tuesday', 'restaurant-book people': '4', 'restaurant-book time': '15:30', 'restaurant-food': 'british', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'oak bistro', 'restaurant-area': 'centre'}

[context] {'restaurant-food': 'italian', 'restaurant-pricerange': 'dontcare', 'restaurant-area': 'centre', 'restaurant-name': 'don pasquale pizzeria', 'restaurant-book time': '18:30', 'restaurant-book day': 'saturday', 'restaurant-book people': '4', 'attraction-area': 'centre', 'attraction-type': 'college', 'attraction-name': 'downing college', 'taxi-destination': 'don pasquale pizzeria', 'taxi-departure': 'downing college'} [utterance_sys] i can help you with that . which location would you like to have as your pickup point ? [utterance_usr] i'll need picked up at the college to go to the restaurant .

[context] {'hotel-name': 'lovell lodge', 'attraction-type': 'museum', 'attraction-area': 'west'} [utterance_sys] 2 stars . yes it has free internet . [utterance_usr] thanks ! i will also need to book a taxi to pick me up at the hotel by 24:30 . can you help with that ? [belief_state] {'taxi-leaveat': '24:30', 'taxi-destination': 'cafe jello gallery', 'taxi-departure': 'lovell lodge', 'hotel-name': 'lovell lodge', 'attraction-type': 'museum', 'attraction-area': 'west'}

[context] {} [utterance_sys] [utterance_usr] i need train tickets that leave friday going to london liverpool street please , can you help me ?

[context] {} [utterance_sys] [utterance_usr] i would like to get to cambridge by train , but i am afraid i need to travel on sunday . will that be possible ? [belief_state] {'train-destination': 'cambridge', 'train-day': 'sunday'}

[context] {} [utterance_sys] tr4134 departs at 9:16 [utterance_usr] that is all i needed . thank you for all of your help !

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

[context] {'hotel-area': 'north', 'hotel-pricerange': 'cheap', 'hotel-stars': '0', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'train-day': 'monday', 'train-arriveby': '18:30'} [utterance_sys] where will you be departing from , and what is your destination ? [utterance_usr] leaving cambridge and headed to stevenage , please . [belief_state] {'hotel-area': 'north', 'hotel-pricerange': 'cheap', 'hotel-stars': '0', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'train-destination': 'stevenage', 'train-day': 'monday', 'train-arriveby': '18:30', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] hello , there are many options available , do you know what day or time you would like to arrive ? [utterance_usr] i would like to arrive at 8:45 on thursday

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

[context] {} [utterance_sys] sure , what day and time would you like me to find out about ? [utterance_usr] i would like to travel on wednesday and arrive by 11:30

[context] {'hotel-book day': 'saturday', 'hotel-book people': '5', 'hotel-book stay': '5', 'hotel-name': 'allenbell', 'hotel-area': 'east', 'hotel-pricerange': 'cheap', 'train-destination': 'peterborough'} [utterance_sys] can you please give me the departure point , the day and time you want to leave ? [utterance_usr] i am leaving cambridge on thursday and need to be in peterborough by 21:45 . [belief_state] {'hotel-book day': 'saturday', 'hotel-book people': '5', 'hotel-book stay': '5', 'hotel-name': 'allenbell', 'hotel-area': 'east', 'hotel-pricerange': 'cheap', 'train-destination': 'peterborough', 'train-day': 'thursday', 'train-arriveby': '21:45', 'train-departure': 'cambridge'}

[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] there are 5 different colleges in the west . does the entrance fee make a difference to you ? [utterance_usr] i am not worried about entrance fees . could i have the phone number for the most expensive 1 ?

[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] i am sorry , there is no listing for an entrance fee available . [utterance_usr] can i please get the address for the swimming pool . [belief_state] {'attraction-type': 'swimming pool', 'attraction-name': 'abbey pool and astroturf pitch', 'attraction-area': 'east', 'train-destination': 'cambridge', 'train-day': 'saturday', 'train-arriveby': '09:15', 'train-departure': 'peterborough'}

[context] {'attraction-name': 'cambridge artworks', 'hotel-area': 'east', 'hotel-pricerange': 'cheap', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'hotel-book stay': '4', 'hotel-book people': '1', 'hotel-book day': 'wednesday', 'hotel-name': 'allenbell'} [utterance_sys] i was unable to book allenbell for you . would you like me to try 3 nights instead ? or would you like me to check the other location -s ? [utterance_usr] could you try 2 nights please ?

[context] {'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 was able to book 2 nights at the gonville for 2 people , starting on friday . your reference number is wiqebn2a . can i help with anything else today ? [utterance_usr] can you book me a taxi please ? i am looking for 1 to pick me up at the bedouin and i would like to leave by 18:45 [belief_state] {'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'}

[context] {} [utterance_sys] sure . where will you be departing from ? [utterance_usr] i am departing from cambridge .

[context] {'train-destination': 'cambridge', 'train-day': 'friday'} [utterance_sys] sure thing . what s your departure site and around what time would you like to leave ? [utterance_usr] i want to leave after 16:45 , depart from birmingham new street . [belief_state] {'train-leaveat': '16:45', 'train-destination': 'cambridge', 'train-day': 'friday', 'train-departure': 'birmingham new street'}

[context] {'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-arriveby': '13:30', 'train-departure': 'norwich'} [utterance_sys] i am sorry there are not trains to arrive at 13.31 . the first train leaves at 5:16 and arrives at 6:35 . the trains depart every hour . [utterance_usr] ill just take earliest train then please .

[context] {'attraction-type': 'college', 'attraction-area': 'west', 'train-leaveat': '17:45', 'train-destination': 'bishops stortford', 'train-day': 'tuesday', 'train-departure': 'cambridge'} [utterance_sys] i have train tr5928 available that departs at 19:29 and arrives at 20:07 . would you like me to book you a ticket ? [utterance_usr] no . i just need to know the price . [belief_state] {'attraction-type': 'college', 'attraction-area': 'west', 'train-leaveat': '17:45', 'train-destination': 'bishops stortford', 'train-day': 'tuesday', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] okay that booking was successful and the reservation number is cnp27ye8 . [utterance_usr] thanks , that s all i need . goodbye .

[context] {'hotel-area': 'north', 'hotel-pricerange': 'cheap', 'hotel-stars': '0', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'train-book people': '4', 'train-destination': 'stevenage', 'train-day': 'monday', 'train-arriveby': '18:30', 'train-departure': 'cambridge'} [utterance_sys] your booking was successful , the total fee is 51.2gbp , payable at the station . reference number is ysj6zwyt . anything else i can help you with today ? [utterance_usr] no , that s all i needed . thank you . [belief_state] {'hotel-area': 'north', 'hotel-pricerange': 'cheap', 'hotel-stars': '0', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'train-book people': '4', 'train-destination': 'stevenage', 'train-day': 'monday', 'train-arriveby': '18:30', 'train-departure': 'cambridge'}

[context] {'train-leaveat': '11:30', 'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-departure': 'birmingham new street'} [utterance_sys] it is 75.10 pounds . [utterance_usr] what is the exact arrival time ? i am also looking for a place to dine in the centre of town . i am looking for an expensive modern european restaurant .

[context] {'hotel-book day': 'friday', 'hotel-book people': '5', 'hotel-book stay': '3', 'hotel-name': 'cambridge belfry', 'hotel-area': 'west', 'hotel-pricerange': 'cheap', 'hotel-internet': 'yes', 'hotel-type': 'hotel'} [utterance_sys] i booked you a room with reference number 39rb6i37 . can i be of further assistance to you today ? [utterance_usr] i am also looking for a cheap , italian restaurant near the hotel . [belief_state] {'restaurant-food': 'italian', 'restaurant-pricerange': 'cheap', 'restaurant-area': 'west', 'hotel-book day': 'friday', 'hotel-book people': '5', 'hotel-book stay': '3', 'hotel-name': 'cambridge belfry', 'hotel-area': 'west', 'hotel-pricerange': 'cheap', 'hotel-internet': 'yes', 'hotel-type': 'hotel'}

[context] {'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'hotel-name': 'acorn guest house'} [utterance_sys] certainly , it s in cb41da . would you like me to book you a room or 2 ? [utterance_usr] what is the star rating for that hotel ? can you check that for me ?

[context] {'hotel-name': 'lovell lodge', 'attraction-type': 'museum', 'attraction-area': 'west'} [utterance_sys] sure thing ! lovell lodge is located in the north at 365 milton road . what else would you like to know ? [utterance_usr] does lovell lodge have free internet , and may i ask what star rating it has ? thank you for checking this for me . [belief_state] {'hotel-name': 'lovell lodge', 'attraction-type': 'museum', 'attraction-area': 'west'}

[context] {'attraction-area': 'dontcare', 'attraction-type': 'museum', 'attraction-name': 'cafe jello gallery'} [utterance_sys] do you just need 1 ticket for the tr8237 ? [utterance_usr] yes , i just need 1 ticket . please give me the reference number too .

[context] {'restaurant-book day': 'wednesday', 'restaurant-book people': '5', 'restaurant-book time': '18:15', 'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'tandoori palace', 'restaurant-area': 'west', 'train-leaveat': '10:30', 'train-destination': 'peterborough', 'train-day': 'thursday', 'train-departure': 'cambridge'} [utterance_sys] it s 16.50 pounds per ticket . [utterance_usr] i would like 5 tickets please . can you give me a total price ? [belief_state] {'restaurant-book day': 'wednesday', 'restaurant-book people': '5', 'restaurant-book time': '18:15', 'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'tandoori palace', 'restaurant-area': 'west', 'train-book people': '5', 'train-leaveat': '10:30', 'train-destination': 'peterborough', 'train-day': 'thursday', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] [utterance_usr] i would like to book a taxi to leave from cow pizza kitchen and bar after 17:15 .

[context] {} [utterance_sys] [utterance_usr] i need to take a train , i want to leave on wednesday after 11:00 . [belief_state] {'train-leaveat': '11:00', 'train-day': 'wednesday'}

[context] {'hotel-name': 'el shaddia guest house', 'hotel-book stay': '4', 'hotel-book day': 'saturday', 'hotel-book people': '4', 'attraction-type': 'nightclub'} [utterance_sys] would you prefer centre or south area ? [utterance_usr] it does not matter , pick 1 for me and i'll need the area and entrance fee please .

[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] {} [utterance_sys] sure , castle galleries is a great place to visit . it s located at unit su43 , grande arcade , saint andrews street . the postcode is cb23bj . any other information i can get for you ? [utterance_usr] i am looking for a train or some form of public transportation to get to these museums . does that exist ?

[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] booking was successful . your reference number is : 89c4tdsa . [utterance_usr] thank you , i need a taxi too back and forth between the 2 place -s . i need to get to the place to eat on time . [belief_state] {'taxi-destination': 'cafe uno', 'taxi-departure': 'acorn guest house', 'taxi-arriveby': '15:15', '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] {'restaurant-food': 'italian', 'restaurant-area': 'centre'} [utterance_sys] i would recommend the pizza express , a moderate -ly priced restaurant located at regent street city centre . do you need to make a reservation ? [utterance_usr] no thank you but i do need the phone number .

[context] {'hotel-name': 'hobsons house', 'train-book people': '4', 'train-leaveat': '09:00', 'train-destination': 'peterborough', 'train-day': 'sunday', 'train-departure': 'cambridge'} [utterance_sys] hobsons house if a guest house located in the west and is moderate -ly priced . it has a 3 star rating and is located at 96 barton rd . book it for you ? [utterance_usr] no thank you . i just need their phone number for now . [belief_state] {'hotel-name': 'hobsons house', 'train-book people': '4', 'train-leaveat': '09:00', 'train-destination': 'peterborough', 'train-day': 'sunday', 'train-departure': 'cambridge'}

[context] {'attraction-type': 'college'} [utterance_sys] there are 18 colleges to choose from . are you looking to visit a specific area ? [utterance_usr] yes somewhere in cambridge .

[context] {'restaurant-food': 'indian'} [utterance_sys] hello , i have a bunch of options for you . do you have a specific area or price range you are interested in ? [utterance_usr] i am looking for an indian restaurant in the west . [belief_state] {'restaurant-food': 'indian', 'restaurant-area': 'west'}

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

[context] {'restaurant-food': 'european', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'eraina', 'restaurant-area': 'dontcare', 'attraction-name': 'free', 'train-leaveat': '14:15', 'train-destination': 'cambridge', 'train-day': 'friday', 'train-arriveby': 'dontcare', 'train-departure': 'london kings cross'} [utterance_sys] its address is 01223368786 . is that it ? [utterance_usr] i am sorry , but i think you gave me the phone number . i need the address , please . [belief_state] {'restaurant-food': 'european', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'eraina', 'restaurant-area': 'dontcare', 'attraction-name': 'free', 'train-leaveat': '14:15', 'train-destination': 'cambridge', 'train-day': 'friday', 'train-arriveby': 'dontcare', 'train-departure': 'london kings cross'}

[context] {'train-destination': 'cambridge', 'train-day': 'monday', 'train-arriveby': '16:45', 'train-departure': 'birmingham new street', 'attraction-area': 'centre'} [utterance_sys] i recommend old schools . it is located in trinity lane , cb21tt . can i give you their phone numbers ? [utterance_usr] yes phone and adress please

[context] {'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-name': 'old schools'} [utterance_sys] it is a type of architecture located in the centre of town [utterance_usr] may i please get the address for old schools ? [belief_state] {'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] {'hotel-stars': '2', 'hotel-name': 'ashley hotel', 'hotel-parking': 'yes', 'hotel-internet': 'yes', 'hotel-book stay': '3', 'hotel-book day': 'wednesday', 'hotel-book people': '2'} [utterance_sys] booking was unsuccessful . do you want to change the preferences ? [utterance_usr] let me look over my notes quick . i need a hotel , not a guestroom , with 2 stars . free parking & wifi . 3 nights starting wednesday , 2 people .

[context] {'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '4', 'hotel-internet': 'yes', 'attraction-type': 'swimming pool', 'attraction-area': 'north'} [utterance_sys] there are 2 swimming pools in the north . there are no hotel -s with 4 stars , moderate price range , internet and free wifi . would you like to change your search ? [utterance_usr] i guess i'll change my price range . are there any expensive hotel -s with all the amenities that i would like along with free parking ? [belief_state] {'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-stars': '4', 'hotel-internet': 'yes', 'attraction-type': 'swimming pool', 'attraction-area': 'north'}

[context] {} [utterance_sys] [utterance_usr] i am looking for train schedules from cambridge to norwich .

[context] {} [utterance_sys] [utterance_usr] i need a train to leave from london s cross . [belief_state] {'train-departure': 'london kings cross'}

[context] {'train-destination': 'cambridge', 'train-day': 'monday', 'train-departure': 'birmingham new street', 'train-leaveat': '17:00'} [utterance_sys] booked 1 ticket ! reference number: tfi0lll4 . fee is 75.09 gbp to be paid at the station . [utterance_usr] great ! is there a restaurant called la raza near by ?

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

[context] {'hotel-area': 'east', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '4', 'hotel-type': 'guest house', 'hotel-name': 'carolina bed and breakfast', 'attraction-type': 'museum'} [utterance_sys] are you looking in the east ? most museums are free , but the cambridge museum of technology does charge 5 pounds . [utterance_usr] the location and cost of the museum does not matter to me . what museum do you recommend ?

[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] {'hotel-name': 'el shaddia guest house'} [utterance_sys] the el shaddai is a guest house in the centre area . would you like to make a booking today ? [utterance_usr] yes i would love that . i need to book it starting on saturday for 4 nights for 4 people .

[context] {'hotel-pricerange': 'cheap', 'hotel-stars': '0', 'hotel-internet': 'yes', 'hotel-type': 'guest house'} [utterance_sys] we have 2 of those . would you like a guest house in the north or centre ? [utterance_usr] i would like a guest house in the north please . can you check if it has free parking ? [belief_state] {'hotel-area': 'north', 'hotel-pricerange': 'cheap', 'hotel-stars': '0', 'hotel-internet': 'yes', 'hotel-type': 'guest house'}

[context] {'train-destination': 'cambridge', 'train-day': 'thursday', 'train-arriveby': '08:45', 'train-departure': 'stevenage', 'train-book people': '8', 'restaurant-food': 'asian oriental', 'restaurant-area': 'centre'} [utterance_sys] there are 4 options dojo noodle bar , yippee noodle bar , j restaurant , and kymmoy . would you like me to book a table at 1 of those ? [utterance_usr] you do not need to book me for any . could i get the address for the dojo noodle bar , however ?

[context] {'restaurant-food': 'italian', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'centre', 'train-book people': '5', 'train-destination': 'leicester', 'train-day': 'saturday', 'train-arriveby': '16:00', 'train-departure': 'cambridge'} [utterance_sys] you have 4 options . may i recommend don pasquale pizzeria ? i can try to make a reservation for you , if you like . [utterance_usr] yes , please book a table for 5 at 13:30 on saturday . [belief_state] {'restaurant-book day': 'saturday', 'restaurant-book people': '5', 'restaurant-book time': '13:30', 'restaurant-food': 'italian', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'don pasquale pizzeria', 'restaurant-area': 'centre', 'train-book people': '5', 'train-destination': 'leicester', 'train-day': 'saturday', 'train-arriveby': '16:00', 'train-departure': 'cambridge'}

[context] {'hotel-book day': 'saturday', 'hotel-book people': '1', 'hotel-book stay': '3', 'hotel-name': 'limehouse', 'hotel-area': 'north', 'hotel-pricerange': 'moderate', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'restaurant-area': 'north'} [utterance_sys] the number for the nirala is 01223360966 cb41uy . the number for royal spice is 01733553355 and the postcode is cb41eh . [utterance_usr] thank you . that s all i need today .

[context] {'hotel-book day': 'tuesday', 'hotel-book people': '6', 'hotel-book stay': '3', 'hotel-name': 'leverton house', 'attraction-type': 'architecture', 'attraction-name': 'all saints church'} [utterance_sys] booking was successful . reference number is : 8ho6gebh . [utterance_usr] thank you so much . that s all i need today . [belief_state] {'hotel-book day': 'tuesday', 'hotel-book people': '6', 'hotel-book stay': '3', 'hotel-name': 'leverton house', 'attraction-type': 'architecture', 'attraction-name': 'all saints church'}

[context] {'restaurant-pricerange': 'expensive', 'restaurant-area': 'east', 'train-destination': 'birmingham new street', 'train-departure': 'cambridge', 'train-day': 'wednesday', 'train-leaveat': '09:30'} [utterance_sys] tr3836 leaves at 10:01 . does that work for you ? [utterance_usr] that is fine . book for 2 people and get me reference number

[context] {'hotel-area': 'east', 'train-book people': '3', 'train-destination': 'cambridge', 'train-day': 'saturday', 'train-arriveby': '09:30', 'train-departure': 'london liverpool street'} [utterance_sys] do you need parking at the hotel ? [utterance_usr] it does not matter , but i do need free wifi and the hotel should have a star of 4 . [belief_state] {'hotel-area': 'east', 'hotel-parking': 'dontcare', 'hotel-stars': '4', 'hotel-internet': 'yes', 'train-book people': '3', 'train-destination': 'cambridge', 'train-day': 'saturday', 'train-arriveby': '09:30', 'train-departure': 'london liverpool street'}

[context] {} [utterance_sys] [utterance_usr] i am looking for a train from ely to cambridge . do you have such trains ?

[context] {'train-destination': 'birmingham new street', 'train-day': 'friday'} [utterance_sys] are you leaving from cambridge ? is there a time you would like to leave ? [utterance_usr] yes , i am leaving from cambridge . departure time does not matter , but i need to arrive by 18:15 . [belief_state] {'train-destination': 'birmingham new street', 'train-day': 'friday', 'train-arriveby': '18:15', 'train-departure': 'cambridge'}

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

[context] {'attraction-type': 'museum', 'attraction-area': 'west', 'attraction-name': 'cambridge and county folk museum', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'west', 'restaurant-book time': '12:15', 'restaurant-book day': 'monday', 'restaurant-book people': '6'} [utterance_sys] yes , and i booked that for you at the restaurant prezzo . are you okay ? [utterance_usr] that is all i needed today thank you .

[context] {'hotel-name': 'acorn guest house', 'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '4', 'attraction-type': 'park|boat', 'attraction-area': 'north'} [utterance_sys] riverboat georgina is the boat attaction . milton county park is the park . entrance to the park is free . what additional information can i provide ? [utterance_usr] that is enough for today thank you [belief_state] {'hotel-name': 'acorn guest house', 'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '4', 'attraction-type': 'park|boat', 'attraction-area': 'north'}

[context] {} [utterance_sys] there are 18 guest houses to choose from , do you have a preference to the area you would like to stay ? [utterance_usr] i need a 4 star , and in the east with free wifi for 4 people , 5 nights . i'll need a reference number .

[context] {'hotel-stars': '2', 'hotel-internet': 'yes', 'hotel-type': 'hotel'} [utterance_sys] is there a particular area you would like to stay in ? [utterance_usr] no , just any 2 star hotel with free wifi will do . [belief_state] {'hotel-stars': '2', 'hotel-internet': 'yes', 'hotel-type': 'hotel'}

[context] {'restaurant-book day': 'friday', 'restaurant-book people': '5', 'restaurant-book time': '18:15', 'restaurant-food': 'chinese', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'charlie chan', 'restaurant-area': 'centre', 'attraction-area': 'centre', 'attraction-type': 'college'} [utterance_sys] there are several , but my favorite 1 is saint catharine s college . their phone number is 01223338300 and admission is free . do you need a cab ? [utterance_usr] yes , please . get me a taxi and make sure it gets to the restaurant by 18:15

[context] {'restaurant-book day': 'tuesday', 'restaurant-book people': '3', 'restaurant-book time': '18:30', 'restaurant-food': 'italian', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'frankie and bennys', 'restaurant-area': 'south', 'hotel-book day': 'tuesday', 'hotel-book people': '3', 'hotel-book stay': '2', 'hotel-name': 'arbury lodge guest house'} [utterance_sys] and what time would you like the taxi ? [utterance_usr] i want the taxi to get me to the restaurant by 18:30 . [belief_state] {'taxi-destination': 'frankie and bennys', 'taxi-departure': 'arbury lodge guest house', 'taxi-arriveby': '18:30', 'restaurant-book day': 'tuesday', 'restaurant-book people': '3', 'restaurant-book time': '18:30', 'restaurant-food': 'italian', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'frankie and bennys', 'restaurant-area': 'south', 'hotel-book day': 'tuesday', 'hotel-book people': '3', 'hotel-book stay': '2', 'hotel-name': 'arbury lodge guest house'}

[context] {'restaurant-book day': 'friday', 'restaurant-book people': '5', 'restaurant-book time': '18:15', 'restaurant-food': 'chinese', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'charlie chan', 'restaurant-area': 'centre'} [utterance_sys] of course . reference number is : bikd8uk9 . how else can i help today ? [utterance_usr] i need to visit an attraction type college near the restaurant , give me the entrance fee and phone number . also , i need a taxi , will need the phone and car type .

[context] {'restaurant-book day': 'monday', 'restaurant-book people': '2', 'restaurant-book time': '13:15', 'restaurant-pricerange': 'cheap', 'restaurant-area': 'south'} [utterance_sys] i have booked a table for 2 at the lucky star on monday at 13:15 . your reference number is x2yxz9p . anything else ? [utterance_usr] thanks . could you also find a museum to go to in town ? [belief_state] {'restaurant-book day': 'monday', 'restaurant-book people': '2', 'restaurant-book time': '13:15', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'the lucky star', 'restaurant-area': 'south', 'attraction-type': 'museum'}

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

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

[context] {'train-leaveat': '21:45', 'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-departure': 'peterborough'} [utterance_sys] the train id is tr8054 . may i have your details name , phone number , id , email so i can go ahead and make the booking for you . [utterance_usr] i do not feel comfortable giving that to you . i'll book on my own . can you just give me info on a place to stay ? [belief_state] {'train-leaveat': '21:45', 'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-departure': 'peterborough'}

[context] {'train-destination': 'broxbourne', 'train-day': 'monday', 'train-departure': 'cambridge', 'train-leaveat': '09:00', 'train-book people': '3', 'attraction-name': 'sheeps green and lammas land park fen causeway'} [utterance_sys] sheep s green and lammas land park fen causeway is located south . the address is fen causeway , newnham road . the entry fee is free . anything else i can help with ? [utterance_usr] can i get the entrance fee and phone number please ?

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

[context] {'attraction-type': 'park', 'attraction-area': 'centre', 'attraction-name': 'cambridge university botanic gardens', 'train-departure': 'norwich', 'train-leaveat': '11:45', 'train-day': 'thursday'} [utterance_sys] sure , it will arrive at 13:35 and it costs 17.60 pounds . [utterance_usr] how long will i be traveling ?

[context] {'restaurant-book day': 'wednesday', 'restaurant-book people': '1', 'restaurant-book time': '15:30', 'restaurant-food': 'italian', 'restaurant-pricerange': 'expensive', 'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-arriveby': '08:00', 'train-departure': 'broxbourne'} [utterance_sys] the price is 17.90 pounds . can i help you with anything else today ? [utterance_usr] no that is it , thank you ! [belief_state] {'restaurant-book day': 'wednesday', 'restaurant-book people': '1', 'restaurant-book time': '15:30', 'restaurant-food': 'italian', 'restaurant-pricerange': 'expensive', 'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-arriveby': '08:00', 'train-departure': 'broxbourne'}

[context] {'hotel-area': 'south', 'hotel-stars': '3', 'hotel-parking': 'yes', 'hotel-pricerange': 'cheap', 'hotel-book stay': '5', 'hotel-book day': 'sunday', 'hotel-book people': '5', 'hotel-name': 'bridge guest house', 'hotel-internet': 'yes', 'train-departure': 'cambridge', 'train-day': 'friday', 'train-leaveat': '09:45', 'train-destination': 'norwich', 'train-book people': '5'} [utterance_sys] i have booked 5 tickets for train tr3468 , the price is 88 pounds , and your reference number is zs44fp41 . can i offer any further assistance ? [utterance_usr] no , i believe that is everything today . thank you .

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

[context] {'hotel-area': 'east', 'hotel-pricerange': 'dontcare', 'hotel-stars': '2', 'hotel-name': 'express by holiday inn cambridge', 'hotel-book stay': '3', 'hotel-book people': '1', 'hotel-book day': 'monday', 'restaurant-food': 'british', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'north', 'restaurant-name': 'grafton hotel restaurant'} [utterance_sys] you bet ! their phone number is 01223241387 [utterance_usr] thanks a lot , that is all i need .

[context] {'hotel-book day': 'wednesday', 'hotel-book people': '2', 'hotel-book stay': '1', 'hotel-name': 'express by holiday inn cambridge', 'hotel-area': 'east', 'hotel-internet': 'yes', 'hotel-type': 'hotel', 'attraction-type': 'museum', 'attraction-area': 'centre'} [utterance_sys] will you need it from the hotel or to the hotel ? [utterance_usr] from the hotel . [belief_state] {'taxi-destination': 'castle galleries', 'taxi-departure': 'express by holiday inn cambridge', 'hotel-book day': 'wednesday', 'hotel-book people': '2', 'hotel-book stay': '1', 'hotel-name': 'express by holiday inn cambridge', 'hotel-area': 'east', 'hotel-internet': 'yes', 'hotel-type': 'hotel', 'attraction-type': 'museum', 'attraction-area': 'centre'}

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

[context] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'lucky star', 'restaurant-area': 'south', 'hotel-stars': '4'} [utterance_sys] there are a total of 21 hotel -s in cambridge with a 4 star rating . would you prefer a certain price range or location ? [utterance_usr] i am looking for a cheap place in the south . [belief_state] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'lucky star', 'restaurant-area': 'south', 'hotel-area': 'south', 'hotel-pricerange': 'cheap'}

[context] {'hotel-area': 'west', 'hotel-stars': '4', 'hotel-parking': 'yes', 'hotel-book stay': '1', 'hotel-book day': 'sunday', 'hotel-book people': '4', 'train-departure': 'cambridge', 'train-arriveby': '20:00', 'train-destination': 'leicester'} [utterance_sys] what day would you like to travel ? [utterance_usr] i would like to travel on monday .

[context] {'hotel-name': 'acorn guest house', 'hotel-pricerange': 'moderate', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'train-destination': 'ely'} [utterance_sys] are you sure you do not need me to book your hotel for you ? [utterance_usr] can you help with transit information ? i need to go to ely by train on sunday and need to arrive by 09:00 departing cambridge . [belief_state] {'hotel-name': 'acorn guest house', 'hotel-pricerange': 'moderate', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'train-destination': 'ely', 'train-day': 'sunday', 'train-arriveby': '09:00', 'train-departure': 'cambridge'}

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

[context] {'train-leaveat': '18:15', 'train-destination': 'leicester', 'train-day': 'sunday', 'train-departure': 'cambridge'} [utterance_sys] sure . the tr9517 leaves at 18:21 on sunday for leicester . would you like me to book it ? [utterance_usr] no need for a booking , right now . could you tell me the arrival time ? [belief_state] {'train-leaveat': '18:15', 'train-destination': 'leicester', 'train-day': 'sunday', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] [utterance_usr] hi ! can you help me find an awesome nightclub to go to tonight ? i do not want it to be too far away , so could you find 1 in the city centre ?

[context] {'train-book people': '5', 'train-leaveat': '12:45', 'train-destination': 'bishops stortford', 'train-day': 'tuesday', 'train-departure': 'cambridge'} [utterance_sys] booking was successful , the total fee is 50.5 gbp payable at the station . reference number is : 38589brc . what else can i do for you ? [utterance_usr] i am looking for a place to go in the south . i would like it to be of the type multiple sports . [belief_state] {'attraction-type': 'multiple sports', 'attraction-area': 'south', 'train-book people': '5', 'train-leaveat': '12:45', 'train-destination': 'bishops stortford', 'train-day': 'tuesday', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] there are several available . would you like us to book 1 for you ? [utterance_usr] as long as it has free wifi and is moderate -ly priced in the area of north .

[context] {} [utterance_sys] [utterance_usr] i want to find a place to stay on the south side . i want free wifi too . [belief_state] {'hotel-area': 'south', 'hotel-internet': 'yes'}

[context] {} [utterance_sys] booking was successful at efes restaurant . the table will be reserved for 15 minutes . reference number is : qxz05j29 . [utterance_usr] thanks so much ! you've been helpful .

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

[context] {'hotel-book day': 'tuesday', 'hotel-book people': '5', 'hotel-book stay': '3', 'hotel-name': 'city centre north bed and breakfast', 'hotel-area': 'north', 'hotel-stars': '0', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'train-day': 'friday'} [utterance_sys] sure . where will you be departing from and arriving at ? [utterance_usr] i'll be leaving from cambridge and going to norwich on friday . [belief_state] {'hotel-book day': 'tuesday', 'hotel-book people': '5', 'hotel-book stay': '3', 'hotel-name': 'city centre north bed and breakfast', 'hotel-area': 'north', 'hotel-stars': '0', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'train-destination': 'norwich', 'train-day': 'friday', 'train-departure': 'cambridge'}

[context] {'hotel-area': 'north', 'hotel-pricerange': 'moderate', 'hotel-internet': 'yes', 'hotel-name': 'ashley hotel', 'hotel-book stay': '4', 'hotel-book day': 'sunday', 'hotel-book people': '3'} [utterance_sys] you have your reservation at the ashley , reference number bof076g4 . [utterance_usr] thanks so much for your help . bye .

[context] {'hotel-book day': 'friday', 'hotel-book people': '8', 'hotel-book stay': '3', 'hotel-name': 'ashley hotel', 'hotel-parking': 'yes', 'hotel-pricerange': 'dontcare', 'hotel-stars': '2', 'hotel-internet': 'yes', 'hotel-type': 'hotel', 'train-leaveat': '16:45', 'train-destination': 'bishops stortford', 'train-day': 'monday', 'train-departure': 'cambridge'} [utterance_sys] that train still meets your criteria . train tr2530 departs cambridge for bishops stortford on monday at 17:29 . would you like me to book this ? [utterance_usr] yes , i need 8 tickets . and could you provide the reference number ? [belief_state] {'hotel-book day': 'friday', 'hotel-book people': '8', 'hotel-book stay': '3', 'hotel-name': 'ashley hotel', 'hotel-parking': 'yes', 'hotel-pricerange': 'dontcare', 'hotel-stars': '2', 'hotel-internet': 'yes', 'hotel-type': 'hotel', 'train-book people': '8', 'train-leaveat': '16:45', 'train-destination': 'bishops stortford', 'train-day': 'monday', 'train-departure': 'cambridge'}

[context] {'restaurant-pricerange': 'expensive', 'restaurant-area': 'centre', 'restaurant-food': 'dontcare', 'restaurant-name': 'bedouin', 'restaurant-book time': '12:15', 'restaurant-book day': 'thursday', 'restaurant-book people': '6', 'train-destination': 'broxbourne', 'train-day': 'friday'} [utterance_sys] we have 19 trains leaving for broxbourne on friday beginning at 05:01 . do you have a preference ? [utterance_usr] it should arrive by 17:15 .

[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] {'attraction-type': 'museum', 'attraction-area': 'centre', 'attraction-name': 'castle galleries'} [utterance_sys] the castle galleries are free of charge . [utterance_usr] thank you . i am also looking for a guest house to stay that has a star of 4 and include -s free parking .

[context] {'attraction-type': 'museum', 'attraction-name': 'cafe jello gallery', 'attraction-area': 'west'} [utterance_sys] entrance into cafe jello gallery is free . is there anything else i can help you with today ? [utterance_usr] i also need a place to eat near the attraction . [belief_state] {'restaurant-area': 'west', 'attraction-type': 'museum', 'attraction-name': 'cafe jello gallery', 'attraction-area': 'west'}

[context] {'train-destination': 'cambridge', 'train-day': 'sunday', 'train-arriveby': '14:45', 'train-departure': 'birmingham new street', 'train-leaveat': '05:40', 'train-book people': '4', 'hotel-pricerange': 'cheap', 'hotel-type': 'guest house'} [utterance_sys] i have 9 entries that fit your criteria . what area would you like the guest house to be in ? what about the number of stars ? [utterance_usr] i would like 0 stars and needs to be cheap .

[context] {'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'} [utterance_sys] tr7468 would arrive cambridge at 13:23 . would that work fine for you ? [utterance_usr] that would be great . i will need 7 tickets booked please . [belief_state] {'restaurant-book day': 'sunday', 'restaurant-book people': '7', 'restaurant-book time': '19:30', 'restaurant-name': 'efes restaurant', 'train-book people': '7', 'train-destination': 'cambridge', 'train-day': 'sunday', 'train-arriveby': '14:15', 'train-departure': 'birmingham new street'}

[context] {'hotel-area': 'south', 'hotel-pricerange': 'moderate', 'hotel-stars': '3', 'hotel-type': 'guest house', 'hotel-name': 'bridge guest house', 'hotel-book stay': '5', 'hotel-book day': 'friday', 'hotel-book people': '7'} [utterance_sys] your reference number is 7hhyrfa1 . can i help you with anything else ? [utterance_usr] i am also looking for a place to eat that is in the same area as the hotel and the same price range .

[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] {} [utterance_sys] it seems there are no tables for 7 available at 15:15 , did you want to book for something later in the day ? [utterance_usr] actually , let s try a little earlier . is there anything at 14:15 ?

[context] {'restaurant-food': 'modern european', 'restaurant-name': 'alimentum', 'restaurant-area': 'south'} [utterance_sys] what day would you like to book your reservation ? [utterance_usr] 2 people at 11:15 for 2 people . [belief_state] {'restaurant-book people': '2', 'restaurant-book time': '11:15', 'restaurant-food': 'modern european', 'restaurant-name': 'alimentum', 'restaurant-area': 'south'}

[context] {'train-destination': 'broxbourne', 'train-day': 'monday', 'train-departure': 'cambridge', 'train-leaveat': '09:00', 'train-book people': '3'} [utterance_sys] i have booked 3 tickets on tr1213 for you which leaves at 9:01 monday , the reference number is sjxqorh2 . is there anything else i can help you with ? [utterance_usr] i am looking for an attraction called sheep s green and lammas land park fen causeway .

[context] {'hotel-book day': 'sunday', 'hotel-book people': '1', 'hotel-book stay': '5', 'hotel-parking': 'yes', 'hotel-stars': '0', 'hotel-internet': 'yes', 'train-book people': '1', 'train-leaveat': '10:15', 'train-destination': 'bishops stortford', 'train-day': 'friday', 'train-departure': 'cambridge'} [utterance_sys] you are booked on tr8078 . your reference number is y3t1l5e6 . the price is 10.10 pounds . may i help you with anything else ? [utterance_usr] no . thank you . that s all for today . [belief_state] {'hotel-book day': 'sunday', 'hotel-book people': '1', 'hotel-book stay': '5', 'hotel-parking': 'yes', 'hotel-stars': '0', 'hotel-internet': 'yes', 'train-book people': '1', 'train-leaveat': '10:15', 'train-destination': 'bishops stortford', 'train-day': 'friday', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] i have your taxi booked . [utterance_usr] can i get the car type and contact number please ?

[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'}