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[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] {'restaurant-book day': 'friday', 'restaurant-book people': '7', 'restaurant-book time': '14:30', 'restaurant-food': 'modern european', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'south'} [utterance_sys] yes , i was able to book your party at 14:30 . your reference number is 7h21oo6l . please note the table will be held for 15 minutes . you need anything else ? [utterance_usr] do you know where castle galleries is [belief_state] {'restaurant-book day': 'friday', 'restaurant-book people': '7', 'restaurant-book time': '14:30', 'restaurant-food': 'modern european', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'south', 'attraction-name': 'castle galleries'}

[context] {'restaurant-pricerange': 'expensive', 'restaurant-area': 'centre'} [utterance_sys] there are options for british food as well as asian and african food in that price range . which sounds most appealing to you ? [utterance_usr] i do not care either way .

[context] {'attraction-type': 'swimming pool'} [utterance_sys] i have 4 , what area were you looking to swim in ? [utterance_usr] any of them will be ok i also need the postcode and area it s in . [belief_state] {'attraction-type': 'swimming pool', 'attraction-area': 'dontcare'}

[context] {'train-leaveat': '13:00', 'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-departure': 'peterborough', 'train-book people': '1', 'hotel-name': 'cambridge belfry', 'hotel-internet': 'yes'} [utterance_sys] they do ! would you like for me to book a room for you ? [utterance_usr] sure ! i will be staying wednesday and thursday .

[context] {'hotel-area': 'east', 'hotel-pricerange': 'moderate', 'hotel-type': 'guest house'} [utterance_sys] how about the warkworth house ? they are a moderate guest house in the east part of town . would you like to book a room ? [utterance_usr] yes , please . i would like to book for 4 people for 2 nights staring on saturday . [belief_state] {'hotel-book day': 'saturday', 'hotel-book people': '4', 'hotel-book stay': '2', 'hotel-area': 'east', 'hotel-pricerange': 'moderate', 'hotel-type': 'guest house'}

[context] {} [utterance_sys] we have many expensive place -s in the center of town ! is there a particular type of cuisine you would like to try ? [utterance_usr] i would like modern european food .

[context] {} [utterance_sys] great ! there are many wonderful tourist attractions in cambridge . is there a particular type of attraction you are looking for ? [utterance_usr] i would like to visit a museum . what do you suggest ? [belief_state] {'attraction-type': 'museum'}

[context] {'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-departure': 'stansted airport', 'train-leaveat': 'dontcare', 'train-arriveby': '10:30', 'train-book people': '2', 'attraction-type': 'museum', 'attraction-name': 'williams art and antiques'} [utterance_sys] the postcode is cb12lj . is there anything else i can assist you with ? [utterance_usr] that should be all , thank you !

[context] {'train-destination': 'london kings cross', 'train-day': 'wednesday', 'train-arriveby': '08:30', 'train-departure': 'cambridge'} [utterance_sys] is there anything else you need today ? [utterance_usr] yes , i would like to see an attraction in the centre of town . [belief_state] {'attraction-area': 'centre', 'train-destination': 'london kings cross', 'train-day': 'wednesday', 'train-arriveby': '08:30', 'train-departure': 'cambridge'}

[context] {'hotel-book day': 'thursday', 'hotel-book people': '6', 'hotel-book stay': '1', 'hotel-name': 'lovell lodge', 'attraction-type': 'entertainment', 'attraction-name': 'funky fun house'} [utterance_sys] sorry , the entrance fee of the place is unavailable to our system . do you need more help ? [utterance_usr] that s fine . can i also book a taxi from the funky fun house to the hotel ?

[context] {'hotel-book day': 'thursday', 'hotel-book people': '6', 'hotel-book stay': '3', 'hotel-name': 'lensfield hotel', 'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-stars': '3', 'hotel-type': 'hotel', 'attraction-name': 'kambar'} [utterance_sys] the lensfield hotel does have free parking . i can assist you with that reservation . [utterance_usr] yes , can you please book a room with the details i already provided . [belief_state] {'hotel-book day': 'thursday', 'hotel-book people': '6', 'hotel-book stay': '3', 'hotel-name': 'lensfield hotel', 'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-stars': '3', 'hotel-type': 'hotel', 'attraction-name': 'kambar'}

[context] {'hotel-area': 'south', 'hotel-stars': '3', 'hotel-parking': 'yes', 'hotel-pricerange': 'cheap', 'hotel-book stay': '5', 'hotel-book day': 'sunday', 'hotel-book people': '5', 'hotel-name': 'bridge guest house', 'hotel-internet': 'yes'} [utterance_sys] yes it does have free wifi . would you like to make a reservation ? [utterance_usr] yes please make the reservation and provide me the reference number .

[context] {'restaurant-book day': 'saturday', 'restaurant-book people': '4', 'restaurant-book time': '12:15', 'restaurant-food': 'indian', 'restaurant-name': 'curry garden', 'restaurant-area': 'centre', 'hotel-book day': 'thursday', 'hotel-book people': '4', 'hotel-book stay': '5', 'hotel-name': 'home from home'} [utterance_sys] i have a table for 4 at 12:15 on saturday at curry garden . is there anything else i can help you with ? [utterance_usr] could i get the reference number please ? [belief_state] {'restaurant-book day': 'saturday', 'restaurant-book people': '4', 'restaurant-book time': '12:15', 'restaurant-food': 'indian', 'restaurant-name': 'curry garden', 'restaurant-area': 'centre', 'hotel-book day': 'thursday', 'hotel-book people': '4', 'hotel-book stay': '5', 'hotel-name': 'home from home'}

[context] {'hotel-name': 'avalon', 'hotel-area': 'north', 'train-destination': 'cambridge', 'train-departure': 'norwich', 'train-day': 'sunday', 'train-arriveby': '11:15'} [utterance_sys] tr0996 departs norwich at 9:16 and arrives at 10:35 in cambridge . [utterance_usr] please book me .

[context] {'restaurant-book day': 'saturday', 'restaurant-book people': '8', 'restaurant-book time': '14:45', 'restaurant-name': 'backstreet bistro', 'train-destination': 'cambridge', 'train-day': 'saturday', 'train-arriveby': '11:15', 'train-departure': 'stevenage'} [utterance_sys] i do not have a train arriving at 11:5 . but i do have 1 arriving at 08:43 . [utterance_usr] is that train the same price as tr6016 ? [belief_state] {'restaurant-book day': 'saturday', 'restaurant-book people': '8', 'restaurant-book time': '14:45', 'restaurant-name': 'backstreet bistro', 'train-destination': 'cambridge', 'train-day': 'saturday', 'train-arriveby': '11:15', 'train-departure': 'stevenage'}

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

[context] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive'} [utterance_sys] are you looking to dine in a particular area ? [utterance_usr] i am looking for a restaurant in the centre of town , please . [belief_state] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'centre'}

[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] {'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] what time do you want that trip to be ? [utterance_usr] i am going to leave the hotel by 19:15 . [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] {'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] {'train-destination': 'norwich', 'train-day': 'sunday', 'train-arriveby': '17:15'} [utterance_sys] yes , there is 1 that departs at 5:36 and arrives at 6:55 will that work ? [utterance_usr] that will work , can you book me seats for 7 and let me know the reference number ? [belief_state] {'train-book people': '7', 'train-destination': 'norwich', 'train-day': 'sunday', 'train-arriveby': '17:15'}

[context] {} [utterance_sys] there are 5 in the west , tandoori palace , cocum , rice boat , maharajah tandoori restaurant and india house . would you like to make a reservation at any of these choices ? [utterance_usr] cocum sounds interesting . can you give me the phone number , address and postcode please ?

[context] {'restaurant-food': 'portugese', 'restaurant-pricerange': 'cheap', 'restaurant-area': 'south'} [utterance_sys] there is another portuguese restaurant in the south part of town called nandos , would you like a reservation there ? [utterance_usr] may i have the address and postcode of nandos , please ? [belief_state] {'restaurant-food': 'portugese', 'restaurant-pricerange': 'cheap', 'restaurant-area': 'south'}

[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] {'taxi-leaveat': '08:45', 'hotel-book day': 'friday', 'hotel-book people': '6', 'hotel-book stay': '4', 'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '2', 'attraction-type': 'college'} [utterance_sys] what time do you want to arrive by ? [utterance_usr] i need to arrive by 17:00 please . [belief_state] {'taxi-leaveat': '08:45', 'taxi-destination': 'jesus college', 'taxi-departure': 'ashley hotel', 'taxi-arriveby': '17:00', 'hotel-book day': 'friday', 'hotel-book people': '6', 'hotel-book stay': '4', 'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '2', 'attraction-type': 'college'}

[context] {'taxi-leaveat': '10:30'} [utterance_sys] i would love to help you with that . where would you like to be picked up , and where are you going ? [utterance_usr] i would like to be picked up at the cambridge belfy and go to the cambridge shop .

[context] {'taxi-leaveat': '09:15', 'taxi-destination': 'pembroke college', 'taxi-departure': 'primavera'} [utterance_sys] okay , look for a yellow audi to pick you up . the contact number is 07881400116 . may i assist you with anything else ? [utterance_usr] no thats all thanks [belief_state] {'taxi-leaveat': '09:15', 'taxi-destination': 'pembroke college', 'taxi-departure': 'primavera'}

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

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

[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': 'acorn guest house', 'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-type': 'guest house'} [utterance_sys] the acorn house is moderate -ly priced , 4 stars , and in the north . [utterance_usr] thanks so much . i will not be needing anything further today . [belief_state] {'hotel-name': 'acorn guest house', 'hotel-parking': 'yes', 'hotel-stars': '4', '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'} [utterance_sys] the postcode is cb4 1da . what else can i help you with today ? [utterance_usr] i need an architecture attraction to visit in the centre .

[context] {'hotel-name': 'acorn guest house', 'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-type': 'guest house'} [utterance_sys] the acorn house is moderate -ly priced , 4 stars , and in the north . [utterance_usr] thanks so much . i will not be needing anything further today . [belief_state] {'hotel-name': 'acorn guest house', 'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-type': 'guest house'}

[context] {'train-destination': 'cambridge', 'train-day': 'saturday', 'train-arriveby': '08:30', 'train-departure': 'peterborough', 'train-book people': '8', 'attraction-area': 'west', 'attraction-type': 'museum'} [utterance_sys] cafe jello gallery would be my recommendation . the phone number is 01223312112 . is there anything else i can help you with ? [utterance_usr] great . is there an entrance fee for that gallery ?

[context] {'attraction-type': 'college', 'attraction-name': 'clare college', 'attraction-area': 'west', 'train-book people': '3', 'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-arriveby': '13:00', 'train-departure': 'peterborough'} [utterance_sys] clare college is on trinity lane . the entrance fee is 2.50 pounds . is there anything else i can assist you with today ? [utterance_usr] no , that is all for today . [belief_state] {'attraction-type': 'college', 'attraction-name': 'clare college', 'attraction-area': 'west', 'train-book people': '3', 'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-arriveby': '13:00', 'train-departure': 'peterborough'}

[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', 'taxi-destination': 'kirkwood house'} [utterance_sys] i booked you a blue skoda and the driver can be reached at 07347836479 . is there anything else i can help you with ? [utterance_usr] thank you for the booking . that will be all for now .

[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] i need a train from leicester sometime after 9:30 .

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

[context] {'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] {'train-leaveat': '14:30', 'train-destination': 'birmingham new street', 'train-departure': 'cambridge'} [utterance_sys] 1 of my favorites is in the centre part of town and it s a museum called scott polar museum . it is free . is that of interest to you ? [utterance_usr] yes could i please get the phone number ? [belief_state] {'attraction-name': 'scott polar museum', 'train-leaveat': '14:30', 'train-destination': 'birmingham new street', 'train-departure': 'cambridge'}

[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] {'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-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] {} [utterance_sys] [utterance_usr] i need to book a hotel . i need it to be in the town center , and have a minimum star rating of 4 . [belief_state] {'hotel-area': 'centre', 'hotel-stars': '4'}

[context] {'hotel-pricerange': 'moderate', 'hotel-internet': 'yes'} [utterance_sys] there is acorn guest house available in the moderate price range with free wifi [utterance_usr] what is the star rating of the acorn guest house ?

[context] {'hotel-stars': '3', 'hotel-internet': 'yes', 'hotel-type': 'guest house'} [utterance_sys] i have 3 guest houses all in the moderate price range . would you like me to choose 1 for you ? [utterance_usr] i am sorry . i changed my mind . i do not want a guest house . are there any hotel -s with 2 stars ? [belief_state] {'hotel-stars': '2', 'hotel-internet': 'yes', 'hotel-type': 'hotel'}

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

[context] {'attraction-type': 'college', 'attraction-name': 'christ college', 'attraction-area': 'centre', 'train-destination': 'bishops stortford', 'train-day': 'wednesday', 'train-arriveby': '21:15', 'train-departure': 'cambridge'} [utterance_sys] is there a time you want to leave after ? [utterance_usr] no . i am open to departure time . can you list the train id and travel time ? [belief_state] {'attraction-type': 'college', 'attraction-name': 'christ college', 'attraction-area': 'centre', 'train-destination': 'bishops stortford', 'train-day': 'wednesday', 'train-arriveby': '21:15', 'train-departure': 'cambridge'}

[context] {'hotel-name': 'avalon'} [utterance_sys] the avalon hotel is located in the north area . [utterance_usr] does it have internet ?

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

[context] {} [utterance_sys] [utterance_usr] hi , i am looking for a park in the town centre .

[context] {'train-leaveat': '15:00', 'train-destination': 'cambridge', 'train-day': 'sunday', 'train-arriveby': '17:45', 'train-departure': 'bishops stortford'} [utterance_sys] the price is 8.08 pounds . [utterance_usr] thank you . i also need to find a place to go in the centre of town . the type of attraction should be entertainment . [belief_state] {'attraction-type': 'entertainment', 'attraction-area': 'centre', 'train-leaveat': '15:00', 'train-destination': 'cambridge', 'train-day': 'sunday', 'train-arriveby': '17:45', '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 first train leaves at 5:21 . [utterance_usr] that is a good train . could you give me the train id ? how long is that train ride as well ?

[context] {'attraction-name': 'clare college', 'train-book people': '3', 'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-arriveby': '13:00', 'train-departure': 'peterborough'} [utterance_sys] they all do . which train would you like ? [utterance_usr] well pick pick the 1 that leaves the latest but arrives by 13:00 and book for 3 people . [belief_state] {'attraction-name': 'clare college', 'train-book people': '3', 'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-arriveby': '13:00', 'train-departure': 'peterborough'}

[context] {'train-leaveat': '19:00', 'train-day': 'saturday', 'train-departure': 'cambridge', 'train-destination': 'leicester'} [utterance_sys] train 4708 leaves at 19:21 and arrives at 21:06 . would that work for you ? [utterance_usr] yes that works make a booking for 5 people . please provide a reference number . i need information on people s portraits exhibition at girton college too .

[context] {'attraction-type': 'college', 'attraction-area': 'centre', 'train-leaveat': '09:00', 'train-destination': 'peterborough', 'train-day': 'friday', 'train-departure': 'cambridge'} [utterance_sys] i have a train here that is leaving from cambridge on friday at 09:06 and arrives at 09:56 . would this be good for you ? [utterance_usr] yes . that s perfect . i need 4 tickets please [belief_state] {'attraction-type': 'college', 'attraction-area': 'centre', 'train-book people': '4', 'train-leaveat': '09:00', 'train-destination': 'peterborough', 'train-day': 'friday', 'train-departure': 'cambridge'}

[context] {'restaurant-food': 'international', 'restaurant-area': 'east', 'restaurant-name': 'the missing sock', 'hotel-area': 'east', 'hotel-name': 'express by holiday inn cambridge', 'taxi-destination': 'the missing sock', 'taxi-departure': 'express by holiday inn cambridge', 'taxi-leaveat': '09:15'} [utterance_sys] sure , i found you a blue tesla , their contact number is 07980198100 . can i assist you with anything else ? [utterance_usr] no , thank you . goodbye .

[context] {'train-book people': '1', 'train-destination': 'cambridge', 'train-day': 'saturday', 'train-arriveby': '16:00', 'train-departure': 'broxbourne'} [utterance_sys] thanks again for choosing us [utterance_usr] you have been helpful . goodbye . [belief_state] {'train-book people': '1', 'train-destination': 'cambridge', 'train-day': 'saturday', 'train-arriveby': '16:00', 'train-departure': 'broxbourne'}

[context] {'hotel-name': 'el shaddia guest house', 'hotel-book stay': '4', 'hotel-book day': 'saturday', 'hotel-book people': '4'} [utterance_sys] great choice ! your booking went through without a hitch . here is your reference number 9nxgn689 . can i do anything else for you ? [utterance_usr] yes , i need a entrance fee and area

[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 people': '3', 'hotel-book stay': '5', 'hotel-name': 'cityroomz', 'hotel-area': 'centre', 'hotel-pricerange': 'moderate', 'hotel-type': 'hotel'} [utterance_sys] booking was successful ! your reference number is zxknh4xd . is there anything else i can do for you ? [utterance_usr] i also need a taxi . [belief_state] {'taxi-destination': 'jinling noodle bar', 'taxi-departure': 'cityroomz', 'taxi-arriveby': '16:00', 'restaurant-book day': 'monday', 'restaurant-book people': '3', 'restaurant-book time': '16:00', 'restaurant-food': 'chinese', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'centre', 'hotel-book day': 'monday', 'hotel-book people': '3', 'hotel-book stay': '5', 'hotel-name': 'cityroomz', 'hotel-area': 'centre', 'hotel-pricerange': 'moderate', 'hotel-type': 'hotel'}

[context] {} [utterance_sys] what area would you like the entertainment in ? the east , south , or west ? [utterance_usr] the area does not matter , can you suggest something to me ?

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

[context] {'train-destination': 'london kings cross', 'train-day': 'monday', 'train-arriveby': '20:00', 'train-departure': 'cambridge', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'centre', 'restaurant-food': 'italian'} [utterance_sys] okay . pizza express would suite your needs , would you like me to make you a reservation ? [utterance_usr] yes . i need a table for 8 people at 16:15 on the same day .

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

[context] {'hotel-parking': 'dontcare', 'hotel-stars': '4', 'hotel-internet': 'yes', 'hotel-type': 'hotel', 'train-book people': '3', 'train-leaveat': '12:30', 'train-destination': 'stansted airport', 'train-day': 'saturday', 'train-departure': 'cambridge'} [utterance_sys] how about huntingdon hotel in the west ? [utterance_usr] that sounds great . can you give me some information about it ? [belief_state] {'hotel-name': 'huntingdon marriott hotel', 'hotel-area': 'west', 'hotel-parking': 'dontcare', 'hotel-stars': '4', 'hotel-internet': 'yes', 'hotel-type': 'hotel', 'train-book people': '3', 'train-leaveat': '12:30', 'train-destination': 'stansted airport', 'train-day': 'saturday', 'train-departure': 'cambridge'}

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

[context] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'tang chinese', 'restaurant-area': 'centre', 'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-internet': 'yes'} [utterance_sys] well then , can i do anything else for you today ? [utterance_usr] no , i think that will be all today . [belief_state] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'tang chinese', 'restaurant-area': 'centre', 'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-internet': 'yes'}

[context] {'train-departure': 'leicester', 'train-leaveat': '09:30', 'train-destination': 'cambridge', 'train-day': 'monday'} [utterance_sys] tr0032 arrives at 11:54 and costs 37.80 pounds . may i book that for you ? [utterance_usr] yes , that would be terrific .

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

[context] {} [utterance_sys] [utterance_usr] i am at jesus college and i need at taxi to arrive by 18:00 .

[context] {} [utterance_sys] sure , where are you headed ? [utterance_usr] i need a train that is headed to london kings cross and i need to arrive by 20:30 . [belief_state] {'train-destination': 'london kings cross', 'train-arriveby': '20:30'}

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

[context] {'hotel-book day': 'sunday', 'hotel-book people': '5', 'hotel-book stay': '4', 'hotel-name': 'hobsons house', 'hotel-pricerange': 'moderate', 'hotel-stars': '3', 'hotel-internet': 'yes'} [utterance_sys] ok , you are all booked ! reference number is 7im8xdq0 . can i be of further help ? [utterance_usr] thanks . i would also like to make a reservation at j restaurant . [belief_state] {'restaurant-name': 'j restaurant', 'hotel-book day': 'sunday', 'hotel-book people': '5', 'hotel-book stay': '4', 'hotel-name': 'hobsons house', 'hotel-pricerange': 'moderate', 'hotel-stars': '3', 'hotel-internet': 'yes'}