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[context] {} [utterance_sys] what type of food would you like ? [utterance_usr] belgian please , i am craving that lately

[context] {'restaurant-food': 'russian', 'restaurant-pricerange': 'expensive'} [utterance_sys] there is no expensive restaurant that serves russian food can i help you with anything else [utterance_usr] yes do you have british type food ? [belief_state] {'restaurant-food': 'british', 'restaurant-pricerange': 'expensive'}

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

[context] {'hotel-book day': 'saturday', 'hotel-book people': '4', 'hotel-book stay': '2', 'hotel-area': 'north', 'hotel-parking': 'no', 'hotel-pricerange': 'moderate', 'hotel-stars': '4', 'hotel-type': 'hotel'} [utterance_sys] the alpha milton guest house is 3 stars . it does not have internet or parking . is that okay ? i could try another area , too . [utterance_usr] that s fine can you try booking that for me ? [belief_state] {'hotel-book day': 'saturday', 'hotel-book people': '4', 'hotel-book stay': '2', 'hotel-name': 'alpha milton guest house', 'hotel-area': 'north', 'hotel-parking': 'no', 'hotel-pricerange': 'moderate', 'hotel-type': 'hotel'}

[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] {'restaurant-book day': 'tuesday', 'restaurant-book people': '8', 'restaurant-book time': '16:30', 'restaurant-food': 'british', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'west'} [utterance_sys] i have booked you a table for graffiti . your reference number is 7p63q15q . is there anything else i can help you with ? [utterance_usr] yes , are there any boat in the area of the restaurant ? [belief_state] {'restaurant-book day': 'tuesday', 'restaurant-book people': '8', 'restaurant-book time': '16:30', 'restaurant-food': 'british', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'west', 'attraction-type': 'boat', 'attraction-area': 'west'}

[context] {'hotel-internet': 'yes', 'hotel-name': 'university arms hotel', 'hotel-pricerange': 'expensive', 'hotel-stars': '4', 'restaurant-food': 'indian', 'restaurant-area': 'centre', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'curry garden', 'restaurant-book time': '18:15', 'restaurant-book day': 'thursday', 'restaurant-book people': '3'} [utterance_sys] i am sorry , there are no open reservations for that day and time . would you like to choose a different time or day ? [utterance_usr] then how about 17:15 ?

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

[context] {'restaurant-food': 'asian oriental', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'centre', 'restaurant-name': 'kymmoy', 'restaurant-book time': '11:45', 'restaurant-book day': 'sunday', 'restaurant-book people': '8'} [utterance_sys] booking was successful . the table will be reserved for 15 minutes . reference number is : 65ex4ja4 . [utterance_usr] can you suggest some college s in town ? i need a phone number , postcode and the area too please

[context] {'restaurant-book day': 'wednesday', 'restaurant-book people': '1', 'restaurant-book time': '15:30', 'restaurant-food': 'italian', 'restaurant-pricerange': 'expensive'} [utterance_sys] booking was successful . the table will be reserved for 15 minutes . reference number is : ayqo5zte . can i help you with anything else ? [utterance_usr] i will also need a train [belief_state] {'restaurant-book day': 'wednesday', 'restaurant-book people': '1', 'restaurant-book time': '15:30', 'restaurant-food': 'italian', 'restaurant-pricerange': 'expensive'}

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

[context] {'hotel-name': 'warkworth house'} [utterance_sys] the warkworth house is a 4 star guest house in the east that is moderate -ly priced . would you like me to book it for you ? [utterance_usr] book it for 1 people and 5 nights starting from sunday . [belief_state] {'hotel-book day': 'sunday', 'hotel-book people': '1', 'hotel-book stay': '5', 'hotel-name': 'warkworth house'}

[context] {} [utterance_sys] [utterance_usr] i would like a 4 star hotel in the west , please .

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

[context] {'hotel-book day': 'monday', 'hotel-book people': '7', 'hotel-book stay': '4', 'hotel-name': 'express by holiday inn cambridge'} [utterance_sys] sure , which stations will you be traveling between ? [utterance_usr] i will be going from cambridge to birmingham new street .

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

[context] {'attraction-type': 'park', 'attraction-area': 'centre'} [utterance_sys] the cambridge university botanic gardens is a park on bateman street . it s located in the centre area . can i help you with anything else ? [utterance_usr] do you know if there is an entrance fee ?

[context] {'restaurant-book day': 'friday', 'restaurant-book people': '7', 'restaurant-book time': '17:15', 'restaurant-food': 'british', 'restaurant-name': 'cambridge chop house', 'restaurant-area': 'centre', 'attraction-type': 'swimming pool', 'attraction-name': 'parkside pools', 'attraction-area': 'centre'} [utterance_sys] my computer is not showing anything regarding an entrance fee , i am sorry about that . the address is gonville place , and the postcode is cb11ly . anything else i can help you with ? [utterance_usr] that s alright . can you book a taxi to take me from the pool to the restaurant in time for my reservation ? and give me car type and contact number [belief_state] {'taxi-destination': 'cambridge chop house', 'taxi-departure': 'parkside pools', 'taxi-arriveby': '17:15', 'restaurant-book day': 'friday', 'restaurant-book people': '7', 'restaurant-book time': '17:15', 'restaurant-food': 'british', 'restaurant-name': 'cambridge chop house', 'restaurant-area': 'centre', 'attraction-type': 'swimming pool', 'attraction-name': 'parkside pools', 'attraction-area': 'centre'}

[context] {} [utterance_sys] we have 23 guest houses in cambridge that include internet . would you like to narrow it down by area , rating , or price range at all ? [utterance_usr] yes , i would like a moderate -ly priced place in the north .

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

[context] {'restaurant-pricerange': 'expensive', 'restaurant-area': 'west', 'restaurant-name': 'cocum', 'restaurant-food': 'indian', 'restaurant-book time': '12:15', 'restaurant-book day': 'sunday', 'restaurant-book people': '2', 'train-departure': 'bishops stortford', 'train-day': 'sunday', 'train-destination': 'cambridge', 'train-arriveby': '09:45'} [utterance_sys] the price is 8.08 pounds per ticket , would you like to book a seat ? [utterance_usr] that will not be necessary . thank you .

[context] {'restaurant-book day': 'tuesday', 'restaurant-book people': '6', 'restaurant-book time': '16:00', 'restaurant-food': 'italian', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'zizzi cambridge', 'restaurant-area': 'centre', 'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-arriveby': '09:15', 'train-departure': 'london kings cross'} [utterance_sys] the earliest arrival is 6:08 is that okay ? [utterance_usr] that will work . i need the departure time and the price of a ticket . [belief_state] {'restaurant-book day': 'tuesday', 'restaurant-book people': '6', 'restaurant-book time': '16:00', 'restaurant-food': 'italian', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'zizzi cambridge', 'restaurant-area': 'centre', 'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-arriveby': '09:45', 'train-departure': 'london kings cross'}

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

[context] {'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-arriveby': '19:45', 'train-departure': 'london kings cross'} [utterance_sys] train tr5725 would work for you , would you like me to book you passage ? [utterance_usr] please , i'll need 6 tickets . [belief_state] {'train-book people': '6', 'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-arriveby': '19:45', 'train-departure': 'london kings cross'}

[context] {'taxi-departure': 'centre', 'taxi-leaveat': '11:45', 'train-destination': 'leicester', 'train-departure': 'cambridge', 'train-day': 'wednesday', 'train-arriveby': '21:00'} [utterance_sys] i have another train that arrives there at 20:06 [utterance_usr] that sounds good . how long is the train ride ?

[context] {'attraction-type': 'boat', 'train-leaveat': '15:00', 'train-destination': 'cambridge', 'train-day': 'sunday', 'train-arriveby': '17:45', 'train-departure': 'bishops stortford'} [utterance_sys] i have the cmbridge punter boat located in the centre . [utterance_usr] that sounds great . can i get the phone number , address , and entrance fee ? [belief_state] {'attraction-type': 'boat', 'attraction-name': 'cambridge punter', 'train-leaveat': '15:00', 'train-destination': 'cambridge', 'train-day': 'sunday', 'train-arriveby': '17:45', 'train-departure': 'bishops stortford'}

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

[context] {'attraction-name': 'whale of a time'} [utterance_sys] the postcode is cb238el [utterance_usr] great thank you . i also need to look for a train departing from ely to cambridge on a tuesday . [belief_state] {'attraction-name': 'whale of a time', 'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-departure': 'ely'}

[context] {'train-destination': 'cambridge', 'train-day': 'monday', 'train-departure': 'birmingham new street', 'train-leaveat': '17:00', 'restaurant-name': 'la raza', 'restaurant-book time': '20:00', 'restaurant-book day': 'monday', 'restaurant-book people': '5'} [utterance_sys] booking was successful . the table will be reserved for 15 minutes . reference number is : 3l30ztqn . is there anything else you need help with ? [utterance_usr] nope , that s all . thanks a bunch !

[context] {'restaurant-book day': 'friday', 'restaurant-book people': '7', 'restaurant-book time': '15:15', 'restaurant-food': 'japanese', 'restaurant-name': 'wagamama', 'restaurant-area': 'centre', 'train-book people': '8', 'train-leaveat': '13:45', 'train-destination': 'norwich', 'train-day': 'saturday', 'train-departure': 'cambridge'} [utterance_sys] i have booked you a train leaving at 14:36 . the cost is 112.64 gbp . reference number mb0pzvmj . how would you like to pay ? [utterance_usr] i'll pay at the station . well that s it for me today . thanks for all your help ! g'bye : [belief_state] {'restaurant-book day': 'friday', 'restaurant-book people': '7', 'restaurant-book time': '15:15', 'restaurant-food': 'japanese', 'restaurant-name': 'wagamama', 'restaurant-area': 'centre', 'train-book people': '8', 'train-leaveat': '13:45', 'train-destination': 'norwich', 'train-day': 'saturday', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] the 1 i would recommend is called camboats . it s located in the east . i do not have their entrance fee listed , but you can call them at 01223902112 . [utterance_usr] okay i also need a train departing cambridge on tuesday .

[context] {'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-stars': '4', 'hotel-internet': 'yes', 'attraction-type': 'swimming pool', 'attraction-name': 'kings hedges learner pool', 'attraction-area': 'north'} [utterance_sys] their phone number is 01223353248 . as for entrance fee , i do not have the information to provide to you . i apologize . [utterance_usr] that s ok . i need a taxi to take me to and from the hotel and pool . i want to leave the pool by 02:15 . [belief_state] {'taxi-leaveat': '02:15', 'taxi-departure': 'kings hedges learner pool', 'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-stars': '4', 'hotel-internet': 'yes', 'attraction-type': 'swimming pool', 'attraction-name': 'kings hedges learner pool', 'attraction-area': 'north'}

[context] {} [utterance_sys] [utterance_usr] i am looking for a place to dine , can you help ?

[context] {'attraction-type': 'dontcare', 'train-leaveat': '09:15', 'train-destination': 'ely', 'train-day': 'monday', 'train-departure': 'cambridge'} [utterance_sys] all saints church is located in the town centre . its very popular this time of year . wou . d this work for you ? [utterance_usr] yes that sounds like a great place to visit . [belief_state] {'attraction-type': 'dontcare', 'train-leaveat': '09:15', 'train-destination': 'ely', 'train-day': 'monday', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] [utterance_usr] i want to eat at a moderate -ly priced restaurant please

[context] {'restaurant-food': 'lebanese', 'restaurant-area': 'centre', 'hotel-name': 'university arms hotel', 'hotel-area': 'centre', 'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-internet': 'no'} [utterance_sys] ali baba is a lebanese restaurant in the centre . it s moderate -ly priced . will that work for you ? [utterance_usr] yes that sounds great . please book me a table for 5 at 20:00 on monday . [belief_state] {'restaurant-book day': 'monday', 'restaurant-book people': '5', 'restaurant-book time': '20:00', 'restaurant-food': 'lebanese', 'restaurant-name': 'ali baba', 'restaurant-area': 'centre', 'hotel-name': 'university arms hotel', 'hotel-area': 'centre', 'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-internet': 'no'}

[context] {} [utterance_sys] [utterance_usr] hi , i am looking for a train to peterborough leaving after 17:00 .

[context] {'train-leaveat': 'morning', 'train-day': 'sunday', 'train-departure': 'cambridge'} [utterance_sys] i can try to find something for you in the morning . do you have a more specific time in mind ? [utterance_usr] i would like to leave after 09:00 and head to peterborough . [belief_state] {'train-leaveat': '09:00', 'train-destination': 'peterborough', 'train-day': 'sunday', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] boating is so relaxing . we have 4 different boating venue -s in town . did you have a preference on the area you would like ? [utterance_usr] no , your recommendation will suffice .

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

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

[context] {} [utterance_sys] [utterance_usr] cheap restaurant , please [belief_state] {'restaurant-pricerange': 'cheap'}

[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] ashley hotel is moderate -ly priced and has free wifi . what night would you like to begin your stay ? [utterance_usr] i would like it to start sunday .

[context] {'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '2'} [utterance_sys] there are 2 hotel -s , the ashley hotel and lovell lodge that fit what you are searching for . would you like more information or to book 1 of these ? [utterance_usr] please book 1 of those for 6 people and 4 nights starting from friday . [belief_state] {'hotel-book day': 'friday', 'hotel-book people': '6', 'hotel-book stay': '4', 'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '2'}

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

[context] {} [utterance_sys] [utterance_usr] yes , i need to find a train departing from broxbourne and going to cambridge . [belief_state] {'train-destination': 'cambridge', 'train-departure': 'broxbourne'}

[context] {} [utterance_sys] [utterance_usr] hi , i am looking for an expensive restaurant in north cambridge .

[context] {} [utterance_sys] [utterance_usr] i am looking for an upscale guest house . [belief_state] {'hotel-pricerange': 'expensive', 'hotel-type': 'guest house'}

[context] {} [utterance_sys] great your reference number is 2k1p6fta . thank you . [utterance_usr] i also need to find a train from stansted airport to cambridge that arrives by 8:00 on tuesday .

[context] {'restaurant-food': 'vietnamese', 'restaurant-pricerange': 'cheap'} [utterance_sys] the postcode is cb30af . should i book it ? [utterance_usr] maybe later . i need a train ticket to peterborough on thursday . [belief_state] {'restaurant-food': 'vietnamese', 'restaurant-pricerange': 'cheap', 'train-destination': 'peterborough', 'train-day': 'thursday', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] [utterance_usr] i am looking for a hotel called the arbury lodge guest house . do you have a listing for this ?

[context] {'hotel-area': 'north', 'hotel-pricerange': 'dontcare', 'hotel-stars': '4', 'hotel-internet': 'yes'} [utterance_sys] i have the acorn guest house that is rated 4 stars and in the moderate price range . [utterance_usr] that sounds good . what s its phone number , please ? [belief_state] {'hotel-name': 'acorn guest house', 'hotel-area': 'north', 'hotel-pricerange': 'dontcare', 'hotel-stars': '4', 'hotel-internet': 'yes'}

[context] {} [utterance_sys] what time would you like to travel ? [utterance_usr] i need to arrive by 17:15 .

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

[context] {'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-name': 'ashley hotel', 'restaurant-food': 'european', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'dontcare'} [utterance_sys] i suggest that you try city stop restaurant . it is an expensive european restaurant in the north part of town . would you like to book a table ? [utterance_usr] i have never been there before . sounds like what i am looking for . can you make a reservation on tuesday for 4 at 14:30 ?

[context] {'restaurant-food': 'european', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'centre'} [utterance_sys] it does not . for european food in the same area and price range , how about the michaelhouse cafe ? it is located at st . michael s church trinity street city centre . [utterance_usr] okay . great . can you book me a reservation there for 5 people at 16:15 for this monday ? also i will need a reference number . [belief_state] {'restaurant-book day': 'monday', 'restaurant-book people': '5', 'restaurant-book time': '16:15', 'restaurant-food': 'european', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'michaelhouse cafe', 'restaurant-area': 'centre'}

[context] {} [utterance_sys] i would be happy to help ! where are you coming from and where are you going ? [utterance_usr] coming from kings lynn to cambridge

[context] {'train-day': 'saturday', 'train-arriveby': '16:00'} [utterance_sys] where will you be traveling to ? [utterance_usr] i am going to cambridge from broxbourne . [belief_state] {'train-destination': 'cambridge', 'train-day': 'saturday', 'train-arriveby': '16:00', 'train-departure': 'broxbourne'}

[context] {} [utterance_sys] there are no expensive guest houses in the south area in the expensive price range . [utterance_usr] how about 1 in the moderate price range ?

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

[context] {'attraction-type': 'architecture', 'attraction-area': 'centre', 'attraction-name': 'old schools'} [utterance_sys] the postcode is cb21tt , the phone number is 01223332320 , and the entrance fee is free . [utterance_usr] sounds good . can you tell me about taking the train there ?

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

[context] {'restaurant-pricerange': 'moderate', 'restaurant-area': 'centre', 'restaurant-book time': '12:15', 'restaurant-book day': 'saturday', 'restaurant-book people': '7', 'train-departure': 'cambridge', 'train-leaveat': '21:29', 'train-destination': 'bishops stortford', 'train-day': 'sunday', 'train-book people': '7'} [utterance_sys] great ! you are booked with reference number nha8segi . the total fee is 56.56 gbp payable at the station . anything else ? [utterance_usr] that should be it thank you very much

[context] {'train-book people': '5', 'train-destination': 'leicester', 'train-day': 'wednesday', 'train-arriveby': '12:15', 'train-departure': 'cambridge'} [utterance_sys] congratulations , you are all booked ! the total fee is 189 gbp payable at the station . your reference number is : rr4bsbw5 . is there anything else i can do ? [utterance_usr] i need to find a place to stay that has 4 stars and has free wifi [belief_state] {'hotel-stars': '4', 'hotel-internet': 'yes', 'train-book people': '5', 'train-destination': 'leicester', 'train-day': 'wednesday', 'train-arriveby': '12:15', 'train-departure': 'cambridge'}

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

[context] {'hotel-book day': 'wednesday', 'hotel-book people': '7', 'hotel-book stay': '5', 'hotel-name': 'acorn guest house', 'hotel-pricerange': 'moderate', 'hotel-type': 'guest house', 'train-destination': 'cambridge', 'train-arriveby': '14:15', 'train-departure': 'broxbourne'} [utterance_sys] you would be on the train for an hour , is this ok ? [utterance_usr] yes , so to clarify , what time will that train be departing ? [belief_state] {'hotel-book day': 'wednesday', 'hotel-book people': '7', 'hotel-book stay': '5', 'hotel-name': 'acorn guest house', 'hotel-pricerange': 'moderate', 'hotel-type': 'guest house', 'train-destination': 'cambridge', 'train-arriveby': '14:15', 'train-departure': 'broxbourne'}

[context] {'hotel-pricerange': 'moderate', 'hotel-internet': 'yes', 'hotel-name': 'acorn guest house', 'hotel-area': 'south', 'hotel-stars': '4', 'hotel-type': 'guest house', 'hotel-book stay': '2', 'hotel-book day': 'sunday', 'hotel-book people': '4', 'train-departure': 'peterborough', 'train-leaveat': '10:45', 'train-destination': 'cambridge', 'train-arriveby': '10:45', 'train-day': 'sunday', 'train-book people': '4'} [utterance_sys] i booked tr1071 , the last train before 10:45 arrives 10:38 . your reference number will be aul3mjy9 . however , if you would have preferred something earlier , i can easily cancel and rebook . [utterance_usr] no , that would be fine . thank you . that was all i needed for today .

[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-book people': '8', 'train-leaveat': '16:45', 'train-destination': 'bishops stortford', 'train-day': 'monday', 'train-departure': 'cambridge'} [utterance_sys] booking was successful , the total fee is 80.8 gbp payable at the station . your reference number is 99vhj3ar . do you need anything else ? [utterance_usr] no thanks , that will be everything . [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] {'train-destination': 'cambridge', 'train-day': 'thursday', 'train-arriveby': '08:45', 'train-departure': 'stevenage', 'train-book people': '8', 'restaurant-food': 'asian oriental', 'restaurant-area': 'centre', 'restaurant-name': 'dojo noodle bar'} [utterance_sys] the address is 40210 millers yard city centre . is there anything else i can help you with ? [utterance_usr] nope that should be it thank you

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

[context] {} [utterance_sys] i need more information on the destination and the departure , please . [utterance_usr] i will be going from cambridge to stevenage .

[context] {'train-day': 'sunday', 'train-arriveby': '14:45'} [utterance_sys] where are you traveling to and from ? [utterance_usr] i am leaving from cambridge and headed to bishops strotford . [belief_state] {'train-destination': 'bishops stortford', 'train-day': 'sunday', 'train-arriveby': '14:45', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] [utterance_usr] i am looking for a place to dine , can you help ?

[context] {} [utterance_sys] [utterance_usr] i need a place to dine on indian food . centre of the town please . [belief_state] {'restaurant-food': 'indian', 'restaurant-area': 'centre'}

[context] {'attraction-area': 'centre', 'attraction-type': 'museum', 'restaurant-food': 'turkish', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'centre', 'restaurant-book people': '8', 'restaurant-book time': '12:45', 'restaurant-book day': 'friday'} [utterance_sys] your booking was successful . the table will be reserved for 15 minutes . and your reference number is : no8eb41x . is there anything else i can help you with ? [utterance_usr] nope , that s all i need today i am all set . thank you for your help !

[context] {'restaurant-book day': 'tuesday', 'restaurant-book people': '8', 'restaurant-book time': '14:45', 'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'curry king', 'restaurant-area': 'centre'} [utterance_sys] booking was successful . the table will be reserved for 15 minutes . reference number is : kgmvnkjm . [utterance_usr] i would also like to find some where fun to go in the centre of town . [belief_state] {'restaurant-book day': 'tuesday', 'restaurant-book people': '8', 'restaurant-book time': '14:45', 'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'curry king', 'restaurant-area': 'centre', 'attraction-area': 'centre'}

[context] {'attraction-area': 'centre', 'attraction-type': 'museum', 'restaurant-food': 'turkish', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'centre', 'restaurant-book people': '8', 'restaurant-book time': '12:45', 'restaurant-book day': 'friday'} [utterance_sys] your booking was successful . the table will be reserved for 15 minutes . and your reference number is : no8eb41x . is there anything else i can help you with ? [utterance_usr] nope , that s all i need today i am all set . thank you for your 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] {'attraction-type': 'museum', 'attraction-area': 'centre'} [utterance_sys] you may want to try castle galleries . [utterance_usr] what is their address ?

[context] {'hotel-book day': 'wednesday', 'hotel-book people': '2', 'hotel-book stay': '3', 'hotel-name': 'express by holiday inn cambridge', 'hotel-area': 'east', 'hotel-internet': 'yes', 'hotel-type': 'hotel', 'attraction-type': 'museum', 'attraction-area': 'centre'} [utterance_sys] booking was unfortunately unsuccessful . let s try another day or a shorter stay ? [utterance_usr] oh dear . what if we only stay there on wednesday ? [belief_state] {'hotel-book day': 'wednesday', 'hotel-book people': '2', 'hotel-book stay': '1', 'hotel-name': 'express by holiday inn cambridge', 'hotel-area': 'east', 'hotel-internet': 'yes', 'hotel-type': 'hotel', 'attraction-type': 'museum', 'attraction-area': 'centre'}

[context] {'train-leaveat': '17:45', 'train-destination': 'cambridge', 'train-day': 'sunday', 'train-arriveby': 'dontcare', 'train-departure': 'leicester', 'hotel-pricerange': 'cheap', 'hotel-stars': '4', 'hotel-area': 'east'} [utterance_sys] ok , is there anything else i can help you with ? [utterance_usr] nope , i am all set . thanks for your help !

[context] {'train-leaveat': '21:50', 'train-destination': 'ely', 'train-day': 'wednesday', 'train-departure': 'cambridge'} [utterance_sys] the train id is tr8533 . is there anything else i can help you with ? [utterance_usr] can you also help me find a 2 star hotel to stay at ? [belief_state] {'hotel-stars': '2', 'train-leaveat': '21:50', 'train-destination': 'ely', 'train-day': 'wednesday', 'train-departure': 'cambridge'}

[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] when would you like to arrive by ? [utterance_usr] i only need to leave the attraction by 15:30 .

[context] {'taxi-leaveat': '07:30', 'taxi-destination': 'bridge guest house', 'taxi-departure': 'byard art', 'hotel-book day': 'tuesday', 'hotel-book people': '1', 'hotel-book stay': '2', 'hotel-area': 'south', 'hotel-pricerange': 'moderate', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'attraction-type': 'museum', 'attraction-name': 'byard art', 'attraction-area': 'south'} [utterance_sys] it was my pleasure ! enjoy your stay ! [utterance_usr] you have helped me tremendously . thank you ! goodbye ! [belief_state] {'taxi-leaveat': '07:30', 'taxi-destination': 'bridge guest house', 'taxi-departure': 'byard art', 'hotel-book day': 'tuesday', 'hotel-book people': '1', 'hotel-book stay': '2', 'hotel-area': 'south', 'hotel-pricerange': 'moderate', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'attraction-type': 'museum', 'attraction-name': 'byard art', 'attraction-area': 'south'}

[context] {'train-destination': 'stevenage', 'train-day': 'thursday', 'train-arriveby': '10:30', 'train-departure': 'cambridge', 'hotel-parking': 'yes', 'hotel-area': 'north', 'hotel-internet': 'yes', 'hotel-name': 'acorn guest house', 'hotel-book stay': '2', 'hotel-book people': '1'} [utterance_sys] 2 nights starting on thursday ? [utterance_usr] actually i am just calling for information not a booking . i need a hotel , not guest house , in the north with free parking . can you recommend a hotel ?

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

[context] {} [utterance_sys] [utterance_usr] i am planning my trip to cambridge and need a train leaving peterborough after 21:45 . [belief_state] {'train-leaveat': '21:45', 'train-destination': 'cambridge', 'train-departure': 'peterborough'}

[context] {'hotel-parking': 'yes', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'hotel-area': 'dontcare', 'hotel-name': 'archway house', 'restaurant-food': 'indian', 'restaurant-pricerange': 'cheap'} [utterance_sys] ok , there are 4 different indian restaurant -s in the cheap price range , might i suggest mahal of cambridge ? it s located in the centre area . [utterance_usr] i would prefer the restaurant be located in the north . can you help me find 1 there ?

[context] {'restaurant-food': 'italian', 'restaurant-pricerange': 'cheap', 'hotel-area': 'centre', 'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-type': 'guest house'} [utterance_sys] i have several options is there a certain area you were interested in ? [utterance_usr] yes , i need it to be located in the town centre . [belief_state] {'restaurant-food': 'italian', 'restaurant-pricerange': 'cheap', 'restaurant-area': 'centre', 'hotel-area': 'centre', 'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-type': 'guest house'}

[context] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'jinling noodle bar', 'restaurant-area': 'centre', 'train-day': 'tuesday', 'train-departure': 'ely', 'train-book people': '1', 'train-leaveat': '16:45'} [utterance_sys] i can book that for you , but i need to first confirm that you are going from ely to cambridge ? [utterance_usr] yes , that s correct . ely to cambridge on tuesday , for 1 person , and it needs to leave sometime after 16:45 .

[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] {'train-leaveat': '18:15', 'train-destination': 'london kings cross', 'train-day': 'tuesday', 'train-departure': 'cambridge', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'centre', 'restaurant-food': 'dontcare'} [utterance_sys] then how about bedouin an african restaurant on 100 mill road city centre ? [utterance_usr] that sounds great . is it expensive ?

[context] {'restaurant-food': 'french', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'west'} [utterance_sys] yes , that s right . [utterance_usr] what about an expensive place that serves british food ? [belief_state] {'restaurant-food': 'british', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'west'}

[context] {'attraction-type': 'boat', 'attraction-area': 'north', 'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-arriveby': '10:07', 'train-departure': 'bishops stortford'} [utterance_sys] i can go ahead and book that for you . how many tickets are you needing to purchase ? [utterance_usr] just 1 please , and may i also get that price ?

[context] {'train-destination': 'london liverpool street', 'train-day': 'thursday', 'train-departure': 'cambridge'} [utterance_sys] yes i can book that for you . how many people will be needing tickets ? [utterance_usr] i need tickets for 8 people . [belief_state] {'train-book people': '8', 'train-destination': 'london liverpool street', 'train-day': 'thursday', 'train-departure': 'cambridge'}

[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] {'attraction-name': 'clare college', 'train-book people': '3', 'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-arriveby': '13:00', 'train-departure': 'peterborough'} [utterance_sys] i still have 14 trains . arriving at :09 and :38 every hour starting at 06:09 and the last is at 12:38 . which 1 do you want ? [utterance_usr] i would like 1 that arrives by 13:00 on wednesday . [belief_state] {'attraction-name': 'clare college', 'train-book people': '3', 'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-arriveby': '13:00', 'train-departure': 'peterborough'}

[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', 'hotel-type': 'hotel'} [utterance_sys] we have 3 , what area of town would you like ? [utterance_usr] area does not matter . just book me 1 and hand me the reference number .

[context] {'hotel-book day': 'friday', 'hotel-book people': '8', 'hotel-book stay': '3', 'hotel-parking': 'yes', 'hotel-pricerange': 'dontcare', 'hotel-stars': '2', 'hotel-internet': 'yes', 'hotel-type': 'hotel'} [utterance_sys] i was able to book you at the ashley hotel . your booking was successful . reference number is : 79f1xiw2 . is there anything else i can help you with ? [utterance_usr] i also need a train that should leave after 16:45 destination bishops stortford [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-leaveat': '16:45', 'train-destination': 'bishops stortford'}

[context] {'train-destination': 'norwich', 'train-day': 'friday', 'train-leaveat': '18:45', 'train-book people': '1'} [utterance_sys] you are all set ! your reference number for your booking is 1z40l862 . is there anything else i can help you with ? [utterance_usr] i also need a hotel in the south area .

[context] {'train-book people': '4', 'train-leaveat': '09:00', 'train-destination': 'peterborough', 'train-day': 'sunday', 'train-departure': 'cambridge'} [utterance_sys] booking was successful , the total fee is 52.8 gbp payable at the station . your reference number is l3rh9zwp . do you need anything else ? [utterance_usr] i also need information on a hotel called hobsons house . [belief_state] {'hotel-name': 'hobsons house', 'train-book people': '4', 'train-leaveat': '09:00', 'train-destination': 'peterborough', 'train-day': 'sunday', 'train-departure': 'cambridge'}

[context] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'jinling noodle bar', 'restaurant-area': 'centre', 'train-day': 'tuesday', 'train-departure': 'ely', 'train-book people': '1', 'train-leaveat': '16:45', 'train-destination': 'cambridge'} [utterance_sys] booking was successful for tr1431 , the total fee is 4.4 gbp payable at the station , reference number is acjh1ddi . [utterance_usr] okay thank you so much for your help .

[context] {'restaurant-book day': 'monday', 'restaurant-book people': '4', 'restaurant-book time': '12:15', 'restaurant-food': 'chinese', 'restaurant-pricerange': 'cheap'} [utterance_sys] i managed to successfully book a table in the rice house that is in the centre . your reservation number is onc1aejc . [utterance_usr] that s wonderful . thank you for your assistance , bye ! [belief_state] {'restaurant-book day': 'monday', 'restaurant-book people': '4', 'restaurant-book time': '12:15', 'restaurant-food': 'chinese', 'restaurant-pricerange': 'cheap'}

[context] {'restaurant-name': 'the lucky star', 'restaurant-book time': '11:15', 'restaurant-book day': 'monday', 'restaurant-book people': '5', 'hotel-pricerange': 'moderate', 'hotel-parking': 'yes'} [utterance_sys] there are 14 total hotel -s in cambridge that meet these specification -s . is there a particular part of town you are interested in staying in ? [utterance_usr] no particular town , but a guest house with free wifi is preferable .

[context] {'hotel-pricerange': 'moderate', 'hotel-type': 'guest house'} [utterance_sys] we have many hotel -s that fit your needs , is there a specific area you are looking at ? [utterance_usr] something that has free wifi [belief_state] {'hotel-pricerange': 'moderate', 'hotel-internet': 'yes', 'hotel-type': 'guest house'}

[context] {} [utterance_sys] [utterance_usr] i want to eat at a moderate -ly priced restaurant please

[context] {} [utterance_sys] [utterance_usr] i want to find a place to eat chinese in the cheap price range . [belief_state] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'cheap'}

[context] {} [utterance_sys] great your reference number is 2k1p6fta . thank you . [utterance_usr] i also need to find a train from stansted airport to cambridge that arrives by 8:00 on tuesday .

[context] {} [utterance_sys] [utterance_usr] hello . i need a train ticket on a train going from cambridge to ely . [belief_state] {'train-destination': 'ely', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] i am sorry , but what is your departure station ? [utterance_usr] i am sorry that train will not work . i need to depart from cambridge and go to ely .

[context] {'train-leaveat': '16:15', 'train-day': 'monday'} [utterance_sys] where are you departing from and what is your destination ? [utterance_usr] i am leaving cambridge and headed to ely . [belief_state] {'train-leaveat': '16:15', 'train-destination': 'ely', 'train-day': 'monday', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] just to clarify a train from cambridge , correct ? where will it be to and what date & time ? [utterance_usr] i am going to london s kings cross on monday .

[context] {'train-leaveat': '10:30', 'train-day': 'saturday', 'train-departure': 'norwich'} [utterance_sys] just to clarify , you want to leave norwich to head into cambridge on saturday , after 10:30 ? [utterance_usr] yes , correct . i would like to make a booking on that train for 3 people . [belief_state] {'train-book people': '3', 'train-leaveat': '10:30', 'train-destination': 'cambridge', 'train-day': 'saturday', 'train-departure': 'norwich'}

[context] {'attraction-type': 'college', 'attraction-name': 'christ college', 'hotel-area': 'south', 'hotel-internet': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '3', 'hotel-name': 'bridge guest house', 'hotel-parking': 'yes'} [utterance_sys] yes the parking is free . [utterance_usr] could you provide me with the address and post code ?

[context] {'restaurant-food': 'indian', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'east', 'train-leaveat': '13:30', 'train-destination': 'cambridge', 'train-day': 'friday', 'train-departure': 'broxbourne'} [utterance_sys] i have the curry prince moderate -ly priced in the east . would you like to book it ? [utterance_usr] yes please and i need the postcode and address . [belief_state] {'restaurant-food': 'indian', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'east', 'train-leaveat': '13:30', 'train-destination': 'cambridge', 'train-day': 'friday', 'train-departure': 'broxbourne'}

[context] {'restaurant-food': 'italian', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'centre', 'restaurant-book time': '12:45', 'restaurant-book day': 'sunday', 'restaurant-book people': '8', 'attraction-name': 'sheeps green and lammas land park fen causeway', 'taxi-departure': 'sheeps green and lammas land park fen causeway'} [utterance_sys] booking completed ! booked car type : blue honda contact number : 07946418606 [utterance_usr] thank you that s all the help i need today .

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

[context] {'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': 'sunday', 'train-leaveat': '09:45'} [utterance_sys] okay , i would be happy to assist with that as well . can you confirm the day you would like to leave and your destination ? [utterance_usr] i would like to leave to norwich on friday .

[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] {'attraction-name': 'cambridge artworks', 'hotel-area': 'east', 'hotel-pricerange': 'cheap', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'hotel-book stay': '2', 'hotel-book people': '1', 'hotel-book day': 'wednesday', 'hotel-name': 'allenbell'} [utterance_sys] your booking is successful reference is z1wwh4ah [utterance_usr] this is horrible . can you cancel that please ? i need a hotel .

[context] {'restaurant-book day': 'thursday', 'restaurant-book people': '2', 'restaurant-book time': '18:45', 'restaurant-food': 'african', 'restaurant-pricerange': 'expensive', 'attraction-type': 'college', 'attraction-area': 'centre'} [utterance_sys] i booked in the bedouin african restaurant , the reference number is gdybqqs2 . [utterance_usr] thanks . i also need a taxi . [belief_state] {'restaurant-book day': 'thursday', 'restaurant-book people': '2', 'restaurant-book time': '18:45', 'restaurant-food': 'african', 'restaurant-pricerange': 'expensive', 'attraction-type': 'college', 'attraction-area': 'centre'}

[context] {} [utterance_sys] there are 1414 trains , what destination do you have in mind ? [utterance_usr] i would like to go to broxbourne and arrive by 21:30 .

[context] {} [utterance_sys] [utterance_usr] i am looking for a train that goes to cambridge and arrives by 16:30 . [belief_state] {'train-destination': 'cambridge', 'train-arriveby': '16:30'}

[context] {} [utterance_sys] ok i have a blue volvo with contact number 07401999983 . [utterance_usr] thank you that s all i needed .

[context] {'hotel-book day': 'friday', 'hotel-book people': '7', 'hotel-book stay': '4', 'hotel-parking': 'yes', 'hotel-stars': '4', 'train-book people': '7', 'train-leaveat': '15:15', 'train-day': 'friday', 'train-departure': 'london liverpool street'} [utterance_sys] do you need anything else today ? [utterance_usr] that is all i will need . [belief_state] {'hotel-book day': 'friday', 'hotel-book people': '7', 'hotel-book stay': '4', 'hotel-parking': 'yes', 'hotel-stars': '4', 'train-book people': '7', 'train-leaveat': '15:15', 'train-day': 'friday', 'train-departure': 'london liverpool street'}

[context] {'restaurant-pricerange': 'expensive', 'restaurant-area': 'west', 'restaurant-name': 'cocum', 'restaurant-food': 'indian', 'restaurant-book time': '12:15', 'restaurant-book day': 'sunday', 'restaurant-book people': '2', 'train-departure': 'bishops stortford', 'train-day': 'sunday', 'train-destination': 'cambridge', 'train-arriveby': '09:45'} [utterance_sys] tr9219 departs at 05:29 and arrives at 06:07 , can i purchase tickets for you ? [utterance_usr] how much would the tickets be

[context] {'attraction-type': 'museum', 'train-book people': '5', 'train-destination': 'bishops stortford', 'train-day': 'sunday', 'train-arriveby': '14:45', 'train-departure': 'cambridge'} [utterance_sys] certainly , broughton house gallery , their phone number is 01223314960 . may i help you with anything else ? [utterance_usr] that will be all for now , thank you . [belief_state] {'attraction-type': 'museum', 'train-book people': '5', 'train-destination': 'bishops stortford', 'train-day': 'sunday', 'train-arriveby': '14:45', 'train-departure': 'cambridge'}

[context] {'restaurant-pricerange': 'expensive', 'restaurant-area': 'centre'} [utterance_sys] there are a total of 33 expensive restaurant -s in the centre of town . is there a particular type of food you are wanting ? [utterance_usr] i am not particular . can you choose 1 you think would be good for me and let me know the food type ?

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

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

[context] {'hotel-name': 'kirkwood house', 'attraction-name': 'clare hall'} [utterance_sys] kirkwood house is a guest house in the north area with 4 stars moderate -ly priced . [utterance_usr] can i get the address for the kirkwood house ? [belief_state] {'hotel-name': 'kirkwood house', 'attraction-name': 'clare hall'}

[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] {'attraction-type': 'nightclub'} [utterance_sys] i have a lot of nightclubs in the city center . do you want me to recommend 1 to you ? [utterance_usr] yes please . and can you tell me what area it s in and what the entrance fee is ? and the address too , of course . [belief_state] {'attraction-type': 'nightclub'}

[context] {'restaurant-pricerange': 'moderate', 'restaurant-area': 'centre', 'restaurant-book time': '12:15', 'restaurant-book day': 'saturday', 'restaurant-book people': '7', 'train-departure': 'cambridge', 'train-leaveat': '20:30', 'train-destination': 'bishops stortford', 'train-day': 'sunday'} [utterance_sys] i have 2 trains meeting your criteria . 1 leaves at 21:29 and the other at 23:29 . would you like me to book either 1 of those for you ? [utterance_usr] i will take the earlier 1 , can you reserve me 7 tickets and provide me with the reference number ?

[context] {'restaurant-book day': 'wednesday', 'restaurant-book people': '8', 'restaurant-book time': '17:00', 'restaurant-food': 'mediterranean', 'restaurant-name': 'la mimosa', 'train-leaveat': '15:30', 'train-destination': 'stevenage', 'train-day': 'thursday', 'train-departure': 'cambridge'} [utterance_sys] the train leaves every 2 hour -s starting at 17:21 . would you like me to book a ticket on any of the 4 trains available after 15:30 ? [utterance_usr] yes , please can i book for 2 people at 17:21 ? [belief_state] {'restaurant-book day': 'wednesday', 'restaurant-book people': '8', 'restaurant-book time': '17:00', 'restaurant-food': 'mediterranean', 'restaurant-name': 'la mimosa', 'train-book people': '2', 'train-leaveat': '15:30', 'train-destination': 'stevenage', 'train-day': 'thursday', 'train-departure': 'cambridge'}

[context] {'hotel-name': 'alpha milton guest house'} [utterance_sys] alpha milton guest house is in the north part of town , in the moderate price range , 3 stars rated , and has no internet or parking [utterance_usr] can you make a reservation for me for 8 people for 5 nights starting on thursday .

[context] {'hotel-name': 'express by holiday inn cambridge', 'hotel-area': 'dontcare', 'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-stars': '2'} [utterance_sys] yes it most certainly does . [utterance_usr] great . please book it for 3 people for 2 nights starting on tuesday . [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'}

[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] {} [utterance_sys] [utterance_usr] hi , i need to get a taxi out of kohinoor . [belief_state] {'taxi-departure': 'kohinoor'}

[context] {'restaurant-food': 'turkish', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'efes restaurant', 'attraction-name': 'the junction'} [utterance_sys] it s on the south end . anything else i can help with today ? [utterance_usr] no , i think that is all , thank you so much for your help !

[context] {'train-book people': '1', 'train-destination': 'cambridge', 'train-day': 'saturday', 'train-arriveby': '16:00', 'train-departure': 'broxbourne'} [utterance_sys] i booked your ticket , and your reference number is dbwtxco1 . can i help further today ? [utterance_usr] no that s it ! thanks so much ! [belief_state] {'train-book people': '1', 'train-destination': 'cambridge', 'train-day': 'saturday', 'train-arriveby': '16:00', 'train-departure': 'broxbourne'}

[context] {} [utterance_sys] how about the tr1670 ? it meets your specification -s and leaves at 11:40 . [utterance_usr] how long is the train ride ?

[context] {'hotel-book day': 'saturday', 'hotel-book people': '4', 'hotel-book stay': '2', 'hotel-area': 'east', 'hotel-pricerange': 'moderate', 'hotel-type': 'guest house', 'train-leaveat': '08:30', 'train-destination': 'stansted airport', 'train-day': 'monday', 'train-departure': 'cambridge'} [utterance_sys] how about the tr0797 train ? it leaves cambridge at 8:40 and arrives at stansted at 09:08 . [utterance_usr] that sounds perfect , can you book my same group some tickets ? [belief_state] {'hotel-book day': 'saturday', 'hotel-book people': '4', 'hotel-book stay': '2', 'hotel-area': 'east', 'hotel-pricerange': 'moderate', 'hotel-type': 'guest house', 'train-book people': '4', 'train-leaveat': '08:30', 'train-destination': 'stansted airport', 'train-day': 'monday', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] [utterance_usr] i would like for you to find a place to stay that has both free wifi and free parking .

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

[context] {'hotel-pricerange': 'expensive', 'hotel-internet': 'yes', 'hotel-area': 'centre', 'train-day': 'tuesday', 'train-leaveat': '09:45', 'train-destination': 'cambridge', 'train-departure': 'ely', 'train-book people': '4'} [utterance_sys] have a great trip . [utterance_usr] thank you for your help today

[context] {'attraction-type': 'museum', 'attraction-area': 'west', 'train-book people': '1', 'train-leaveat': '08:30', 'train-destination': 'ely', 'train-day': 'saturday', 'train-departure': 'cambridge'} [utterance_sys] you are quite welcome , have a lovely day ! enjoy cambridge ! [utterance_usr] thank you , have a good day ! [belief_state] {'attraction-type': 'museum', 'attraction-area': 'west', 'train-book people': '1', 'train-leaveat': '08:30', 'train-destination': 'ely', 'train-day': 'saturday', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] [utterance_usr] hi , i am looking for a train to cambridge that will be departing from leicaster on sunday after 17:45 .

[context] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'dontcare', 'restaurant-area': 'dontcare'} [utterance_sys] rice house is in the center , is cheap , and post code is cb12bd . [utterance_usr] i am also looking for a train . the train should leave on sunday and should go to bishops stortford . the train should depart from cambridge and should arrive by 17:30 . [belief_state] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'dontcare', 'restaurant-area': 'dontcare', 'train-destination': 'bishops stortford', 'train-day': 'sunday', 'train-arriveby': '17:30', 'train-departure': 'cambridge'}

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

[context] {'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-arriveby': '08:45', 'train-departure': 'london liverpool street'} [utterance_sys] okay , do you need a reference number ? [utterance_usr] yes please tyhat you for all your help [belief_state] {'train-book people': '7', 'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-arriveby': '08:45', 'train-departure': 'london liverpool street'}

[context] {} [utterance_sys] [utterance_usr] hello , i am looking for a train to birmingham new street that will leave on wednesday .

[context] {'attraction-name': 'saint johns college'} [utterance_sys] it is on saint john s street , though it does not have an exact street number . is there anything else you would like to know ? [utterance_usr] yes , i am also looking for a train that leaves on friday after 11:15 . [belief_state] {'attraction-name': 'saint johns college', 'train-leaveat': '11:15', 'train-day': 'friday'}

[context] {} [utterance_sys] there are numbers of italian restaurant -s . are you looking for 1 in any particular area or price range ? [utterance_usr] i want 1 in the centre .

[context] {'restaurant-pricerange': 'cheap', 'restaurant-area': 'centre'} [utterance_sys] there are 15 restaurant -s in the centre that serve cheap food . what type of food do you want ? [utterance_usr] no preference . please recommend any 1 of those restaurant -s . [belief_state] {'restaurant-pricerange': 'cheap', 'restaurant-area': 'centre'}

[context] {'hotel-area': 'west', 'hotel-stars': '4', 'hotel-parking': 'yes', 'hotel-book stay': '3', 'hotel-book day': 'sunday', 'hotel-book people': '4'} [utterance_sys] i was not able to book any of the 4 star hotel -s for 3 nights starting sunday . can you book on a different day or a shorter stay ? [utterance_usr] yes can you try 1 night instead ?

[context] {'hotel-book day': 'friday', 'hotel-book people': '1', 'hotel-book stay': '4', 'hotel-name': 'rosas bed and breakfast', 'hotel-area': 'south', 'hotel-pricerange': 'cheap', 'hotel-stars': '4'} [utterance_sys] i booked you a room at rosa s bed and breakfast for 4 nights starting friday . your reference is v0huxeuz . can i help you with anything else ? [utterance_usr] no , thank you , that will do . [belief_state] {'hotel-book day': 'friday', 'hotel-book people': '1', 'hotel-book stay': '4', 'hotel-name': 'rosas bed and breakfast', 'hotel-area': 'south', 'hotel-pricerange': 'cheap', 'hotel-stars': '4'}

[context] {} [utterance_sys] there are several chinese restaurant -s in city centre , do you have a preferred price range ? otherwise might i suggest charlie chan ? [utterance_usr] i would like to find something cheap . is charlie chan cheap ?

[context] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'cheap'} [utterance_sys] i have 3 chinese restaurant -s located in city centre that meet your price range request . can i book 1 for you ? [utterance_usr] not today , can you recommend 1 of them to me ? [belief_state] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'cheap'}

[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', 'hotel-stars': '0'} [utterance_sys] city centre north bed and breakfast is a great pick ! it s located in the north part of town and has 0 stars but include -s both internet and parking . [utterance_usr] thanks , what s their phone number and address ?

[context] {'hotel-name': 'ashley hotel|lovell lodge', 'hotel-pricerange': 'moderate', 'hotel-stars': '2', 'train-book people': '5', 'train-destination': 'cambridge', 'train-day': 'monday', 'train-arriveby': '11:45', 'train-departure': 'london kings cross'} [utterance_sys] yes , both are 2 star rated , moderate -ly priced and located in the north . both of them also offer free parking and free internet . would you prefer 1 of them ? [utterance_usr] yes book the ashley hotel for the same group of people for 2 nights . [belief_state] {'hotel-book people': '5', 'hotel-book stay': '2', 'hotel-name': 'ashley hotel', 'hotel-pricerange': 'moderate', 'hotel-stars': '2', 'train-book people': '5', 'train-destination': 'cambridge', 'train-day': 'monday', 'train-arriveby': '11:45', 'train-departure': 'london kings cross'}

[context] {'hotel-name': 'arbury lodge guest house', 'hotel-parking': 'yes', 'hotel-internet': 'yes', 'attraction-name': 'mumford theatre'} [utterance_sys] yes this is theatre in the centre , its located at anglia ruskin enterprise , east road with a postcode of cb11pt . do you need anything else ? [utterance_usr] no that is all thank you so much

[context] {'hotel-name': 'city centre north bed and breakfast', 'hotel-stars': '0', 'hotel-internet': 'yes'} [utterance_sys] yes , they offer free wifi . would you like me to make a reservation for you ? [utterance_usr] is that a guest house in the north ? if so , i need to book it for 5 people 3 nights starting tuesday , and i'll need a reference number . [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'}

[context] {'restaurant-food': 'chinese', 'restaurant-area': 'centre', 'restaurant-pricerange': 'expensive'} [utterance_sys] i found 4 different expensive chinese restaurant -s that you could try . how does hk fusion sound to you ? [utterance_usr] that sounds good . can you book a table for 5 people at 11:15 on wednesday please ?

[context] {'restaurant-food': 'italian', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'south'} [utterance_sys] frankie and bennys is available , would you like to book it ? [utterance_usr] yea , please book me for 8 people on wednesday at 14:30 . [belief_state] {'restaurant-book day': 'wednesday', 'restaurant-book people': '8', 'restaurant-book time': '14:30', 'restaurant-food': 'italian', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'frankie and bennys', 'restaurant-area': 'south'}

[context] {'attraction-name': 'trinity college', 'hotel-stars': '4', 'hotel-pricerange': 'expensive', 'hotel-area': 'west', 'hotel-name': 'huntingdon marriott hotel', 'hotel-parking': 'yes', 'hotel-internet': 'yes'} [utterance_sys] yes , they have internet , and their postcode is pe296fl . can i help with anything else today ? [utterance_usr] and that is a hotel or a guest house ?

[context] {'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-stars': '4', 'hotel-internet': 'yes', 'attraction-type': 'swimming pool', 'attraction-area': 'north'} [utterance_sys] please pick a pool first , jesus green outdoor pool or kings hedges learner pool ? [utterance_usr] let s go with kings hedges learner pool . [belief_state] {'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-stars': '4', 'hotel-internet': 'yes', 'attraction-type': 'swimming pool', 'attraction-name': 'kings hedges learner pool', 'attraction-area': 'north'}

[context] {'attraction-type': 'architecture', 'attraction-name': 'all saints church', 'attraction-area': 'centre', 'train-destination': 'cambridge', 'train-departure': 'london kings cross', 'train-day': 'monday', 'train-leaveat': '17:45', 'train-book people': '5'} [utterance_sys] will that be all for today ? [utterance_usr] yes . thanks and goodbye .

[context] {'attraction-type': 'college', 'attraction-area': 'west', 'train-leaveat': '21:15', 'train-destination': 'ely', 'train-day': 'sunday', 'train-departure': 'cambridge'} [utterance_sys] the price for that train is 3.52 pounds and it will arive by 22:07 . [utterance_usr] thanks , that s all i need . have a nice day . [belief_state] {'attraction-type': 'college', 'attraction-area': 'west', 'train-leaveat': '21:15', 'train-destination': 'ely', 'train-day': 'sunday', 'train-departure': 'cambridge'}

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

[context] {'restaurant-book day': 'thursday', 'restaurant-book people': '8', 'restaurant-book time': '11:00', 'restaurant-food': 'dontcare', 'restaurant-pricerange': 'cheap', 'restaurant-area': 'centre', 'hotel-name': 'alexander bed and breakfast', 'hotel-area': 'centre', 'hotel-parking': 'yes', 'hotel-stars': '4'} [utterance_sys] okay you have reservations at dojo noodle bar and your reference number is wjjdibtf . [utterance_usr] great . thanks so much . can you also get me a taxi from the alexander bed and breakfast to dojo noodle bar and get me there by 11:00 ? [belief_state] {'taxi-destination': 'dojo noodle bar', 'taxi-departure': 'alexander bed and breakfast', 'taxi-arriveby': '11:00', 'restaurant-book day': 'thursday', 'restaurant-book people': '8', 'restaurant-book time': '11:00', 'restaurant-food': 'dontcare', 'restaurant-pricerange': 'cheap', 'restaurant-area': 'centre', 'hotel-name': 'alexander bed and breakfast', 'hotel-area': 'centre', 'hotel-parking': 'yes', 'hotel-stars': '4'}

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

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

[context] {'attraction-area': 'centre', 'attraction-type': 'museum'} [utterance_sys] i have the museum of archaelogy and anthropology . the phone number is 01223333516 . is there anything else i can help you with ? [utterance_usr] yeah , this is going to sound strange , but are there any moderate -ly priced restaurant -s that serve christmas style food ?

[context] {'restaurant-area': 'centre'} [utterance_sys] there are 69 different place -s to choose from . what type of food would you like ? [utterance_usr] it does not matter as long as it is cheap . [belief_state] {'restaurant-food': 'dontcare', 'restaurant-pricerange': 'cheap', 'restaurant-area': 'centre'}

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

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

[context] {'train-destination': 'stevenage', 'train-day': 'thursday', 'train-arriveby': '10:30', 'train-departure': 'cambridge', 'hotel-parking': 'yes', 'hotel-area': 'north', 'hotel-internet': 'yes', 'hotel-name': 'acorn guest house', 'hotel-book stay': '2', 'hotel-book people': '1', 'hotel-type': 'hotel'} [utterance_sys] does the number of stars matter ? [utterance_usr] not really , can you give me the number of stars and whether or not they have internet ?

[context] {'train-leaveat': '17:15', 'train-destination': 'stansted airport', 'train-day': 'sunday', 'train-departure': 'cambridge'} [utterance_sys] ok there are 7 choices . is there a particular time you would like to arrive at your destination ? [utterance_usr] not really , it just needs to leave after 17:15 . [belief_state] {'train-leaveat': '17:15', 'train-destination': 'stansted airport', 'train-day': 'sunday', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] in the north , i have 4 attractions . 2 are swimming pools . i also have a park and a boating attraction . do you have a preference ? [utterance_usr] boating sounds nice . can i get the address and entrance fee please ?

[context] {'hotel-book day': 'wednesday', 'hotel-book people': '2', 'hotel-book stay': '3', 'hotel-area': 'centre', 'hotel-pricerange': 'cheap', 'hotel-stars': '0', 'hotel-internet': 'yes'} [utterance_sys] can i help you with anything else ? [utterance_usr] yes , i am looking for theatres in town . do you have a favorite ? [belief_state] {'hotel-book day': 'wednesday', 'hotel-book people': '2', 'hotel-book stay': '3', 'hotel-area': 'centre', 'hotel-pricerange': 'cheap', 'hotel-stars': '0', 'hotel-internet': 'yes', 'attraction-type': 'theatre'}

[context] {} [utterance_sys] [utterance_usr] are the any guest house type place -s to stay in the north part of town available ?

[context] {} [utterance_sys] [utterance_usr] i would like a moderate -ly priced restaurant in the north part of town [belief_state] {'restaurant-pricerange': 'moderate', 'restaurant-area': 'north'}

[context] {} [utterance_sys] [utterance_usr] can you help me get a room at the arbury lodge guest house ?

[context] {'hotel-name': 'warkworth house'} [utterance_sys] the warkworth house is a 4 star guest house in the east that is moderate -ly priced . would you like me to book it for you ? [utterance_usr] book it for 1 people and 5 nights starting from sunday . [belief_state] {'hotel-book day': 'sunday', 'hotel-book people': '1', 'hotel-book stay': '5', 'hotel-name': 'warkworth house'}

[context] {'train-leaveat': '17:45', 'train-destination': 'cambridge', 'train-day': 'sunday', 'train-arriveby': 'dontcare', 'train-departure': 'leicester', 'hotel-pricerange': 'cheap', 'hotel-stars': '4'} [utterance_sys] how many people do you want to book for your train ? i have found 8 hotel -s that meet your criteria . do you have a preference on location ? [utterance_usr] the train ticket is for 1 person . the hotel is in the east .

[context] {'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'} [utterance_sys] we have tr2475 that leaves cambridge at 07:50 and arrives ely by 08:07 . will that work for you ? [utterance_usr] yes , that sounds perfect . can you purchase 7 tickets for me please ? [belief_state] {'hotel-name': 'acorn guest house', 'hotel-pricerange': 'moderate', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'train-book people': '7', 'train-destination': 'ely', 'train-day': 'sunday', 'train-arriveby': '09:00', 'train-departure': 'cambridge'}

[context] {'train-destination': 'london kings cross', 'train-day': 'sunday', 'train-departure': 'cambridge'} [utterance_sys] what time would you like to leave ? [utterance_usr] i do not have a preference for leave time . i need to arrive in london kings cross by 14:00 .

[context] {'train-destination': 'cambridge', 'train-day': 'friday'} [utterance_sys] i can get you a ticket that leaves london kings cross at 05:17 or do you need a later time than that ? [utterance_usr] yes , i would need to leave after 08:00 please . [belief_state] {'train-leaveat': '08:15', 'train-destination': 'cambridge', 'train-day': 'friday'}

[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-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] {'taxi-departure': 'cafe uno', 'taxi-arriveby': '24:30', 'taxi-destination': 'churchills college'} [utterance_sys] sure . it s 07226817225 . [utterance_usr] thank you . bye

[context] {'taxi-leaveat': '24:30', 'taxi-destination': 'university arms hotel', 'taxi-departure': 'the man on the moon', 'hotel-name': 'university arms hotel', 'hotel-area': 'dontcare', 'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-internet': 'yes', 'hotel-type': 'hotel', 'attraction-name': 'the man on the moon', 'attraction-area': 'centre'} [utterance_sys] i have booked you a white lexus that will arrive by 24:30 . the contact number for your driver is 07122328188 . anything else for you today ? [utterance_usr] that s all for me , thank you for your help . [belief_state] {'taxi-leaveat': '24:30', 'taxi-destination': 'university arms hotel', 'taxi-departure': 'the man on the moon', 'hotel-name': 'university arms hotel', 'hotel-area': 'dontcare', 'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-internet': 'yes', 'hotel-type': 'hotel', 'attraction-name': 'the man on the moon', 'attraction-area': 'centre'}

[context] {} [utterance_sys] we have lots to explore ! i can help you find 1 , if you would like . [utterance_usr] great ! the restaurant should serve scandinavian food and should be in the east .

[context] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'dontcare', 'restaurant-area': 'dontcare'} [utterance_sys] rice house is in the center , is cheap , and post code is cb12bd . [utterance_usr] i am also looking for a train . the train should leave on sunday and should go to bishops stortford . the train should depart from cambridge and should arrive by 17:30 . [belief_state] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'dontcare', 'restaurant-area': 'dontcare', 'train-destination': 'bishops stortford', 'train-day': 'sunday', 'train-arriveby': '17:30', 'train-departure': 'cambridge'}

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

[context] {'attraction-type': 'entertainment', 'attraction-name': 'nusha', 'attraction-area': 'south', 'train-book people': '8', 'train-leaveat': '12:45', 'train-destination': 'broxbourne', 'train-day': 'wednesday', 'train-arriveby': 'dontcare', 'train-departure': 'cambridge'} [utterance_sys] certainly . the number is 01223902158 , and the postcode is cb17dy . [utterance_usr] thanks , that s all i need today . i am all set ! [belief_state] {'attraction-type': 'entertainment', 'attraction-name': 'nusha', 'attraction-area': 'south', 'train-book people': '8', 'train-leaveat': '12:45', 'train-destination': 'broxbourne', 'train-day': 'wednesday', 'train-arriveby': 'dontcare', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] [utterance_usr] well , i am planning a trip and need some help with a train .

[context] {} [utterance_sys] [utterance_usr] i am looking to hear some music in a concert hall . are there any in the north section of cambridge ? [belief_state] {'attraction-type': 'concert hall', 'attraction-area': 'north'}