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[context] {'hotel-type': 'guest house', 'hotel-internet': 'yes', 'hotel-name': 'allenbell', 'hotel-area': 'east', 'hotel-stars': '4', 'hotel-book day': 'monday', 'hotel-book stay': '4', 'hotel-book people': '2'} [utterance_sys] your reference number is kt4ug66c . [utterance_usr] thanks so much . i am all set . bye .

[context] {'hotel-book day': 'monday', 'hotel-book people': '2', 'hotel-book stay': '4', 'hotel-name': 'express by holiday inn cambridge', 'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-internet': 'yes', 'hotel-type': 'hotel', 'attraction-name': 'milton country park'} [utterance_sys] sure . milton country park is a park . can i help you with anything else today ? [utterance_usr] no . that will be all . thanks so much for all your help . goodbye [belief_state] {'hotel-book day': 'monday', 'hotel-book people': '2', 'hotel-book stay': '4', 'hotel-name': 'express by holiday inn cambridge', 'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-internet': 'yes', 'hotel-type': 'hotel', 'attraction-name': 'milton country park'}

[context] {} [utterance_sys] [utterance_usr] will i be able to get a train out of london liverpool street that leaves after 15:15 , or will i need to use a different station ? [belief_state] {'train-leaveat': '15:15', 'train-departure': 'london liverpool street'}

[context] {} [utterance_sys] the tr5003 train leaves peterborough at 13:48 . i can book you a seat on it if you would like . [utterance_usr] i do not need a ticket right now , but could you tell me the travel time and price ?

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

[context] {'hotel-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] hello . i am traveling and will be making a stop in cambridge . i have done some research and need some details .

[context] {} [utterance_sys] [utterance_usr] i am looking for information in cambridge [belief_state] {}

[context] {'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] sure ! what time would you like to leave the museum ? [utterance_usr] i want to leave the museum by 7:30 . [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] {'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] {'hotel-area': 'south', 'hotel-parking': 'yes', 'hotel-internet': 'yes', 'hotel-type': 'guest house'} [utterance_sys] there at 3 different price range -s . do you prefer cheap , moderate , or expensive ? [utterance_usr] it does not matter . but do tell me the address and price range of the place you book for me . [belief_state] {'hotel-area': 'south', 'hotel-parking': 'yes', 'hotel-internet': 'yes', 'hotel-type': 'guest house'}

[context] {'train-destination': 'birmingham new street', 'train-departure': 'cambridge'} [utterance_sys] what day and time would you like to travel ? [utterance_usr] wednesday leaving after 21:00 please . [belief_state] {'train-leaveat': '21:15', 'train-destination': 'birmingham new street', 'train-day': 'wednesday', 'train-departure': 'cambridge'}

[context] {'taxi-departure': 'centre', 'taxi-leaveat': '11:45', 'train-destination': 'leicester', 'train-departure': 'cambridge', 'train-day': 'wednesday', 'train-arriveby': '21:00', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'centre', 'restaurant-food': 'british', 'restaurant-name': 'cotto'} [utterance_sys] cotto address is 183 east road city centre , postcode cb11bg . [utterance_usr] thank you for your help .

[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] {'taxi-destination': 'bedouin', 'taxi-departure': 'downing college', 'taxi-arriveby': '18:45', '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 have arranged for a white volvo to drive you . the contact number is 07898395762 . is there something else i can assist with ? [utterance_usr] no , you have tremendously helpful . thank you ! [belief_state] {'taxi-destination': 'bedouin', 'taxi-departure': 'downing college', 'taxi-arriveby': '18:45', '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] {'train-destination': 'birmingham new street', 'train-day': 'wednesday'} [utterance_sys] i have trains departing cambridge to birmingham new street wednesday every hour starting at 5:01 , is there a particular time you would like to depart at ? [utterance_usr] departing time , no , but i would like to arrive at birmingham new street by 16:45

[context] {'train-destination': 'london liverpool street'} [utterance_sys] there are many trains that travel from cambridge to london liverpool street . what day and time would you like to travel ? [utterance_usr] i would like to leave friday and arrive by 17:45 . [belief_state] {'train-leaveat': '17:45', 'train-destination': 'london liverpool street', 'train-day': 'friday', 'train-departure': 'cambridge'}

[context] {'hotel-book day': 'sunday', 'hotel-book people': '1', 'hotel-book stay': '5', 'hotel-name': 'warkworth house'} [utterance_sys] booking was successful . reference number is : sngz3n0d . [utterance_usr] thank you for your help ! [belief_state] {'hotel-book day': 'sunday', 'hotel-book people': '1', 'hotel-book stay': '5', 'hotel-name': 'warkworth house'}

[context] {'train-destination': 'cambridge', 'train-day': 'monday', 'train-arriveby': '16:45', 'train-departure': 'birmingham new street'} [utterance_sys] tr3387 will get you there in time . would you like me to book it for you ? [utterance_usr] can you tell me the price and the train id ?

[context] {'train-destination': 'cambridge', 'train-day': 'monday', 'train-arriveby': '11:15', 'train-departure': 'birmingham new street'} [utterance_sys] here is your reference number: qqvpn13m . total fee will be 75.09 gbp payable at the station . is there anything else i can help you with today ? [utterance_usr] can you help me find a place to stay ? i am looking a 0 star hotel with a cheap price . [belief_state] {'hotel-pricerange': 'cheap', 'hotel-stars': '0', 'train-destination': 'cambridge', 'train-day': 'monday', 'train-arriveby': '11:15', 'train-departure': 'birmingham new street'}

[context] {} [utterance_sys] [utterance_usr] i want a place to dine in the centre of cambridge with moderate pricing [belief_state] {'restaurant-pricerange': 'moderate', 'restaurant-area': 'centre'}

[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] {} [utterance_sys] [utterance_usr] a north part of town restaurant [belief_state] {'restaurant-area': 'north'}

[context] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive'} [utterance_sys] i found 1 named the good luck chinese food takeaway located on 82 cherry hinton road cherry hinton . [utterance_usr] is it in the south ? i need 1 that s in the south . [belief_state] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'south'}

[context] {'train-destination': 'broxbourne', 'train-day': 'monday', 'train-departure': 'cambridge', 'train-leaveat': '09:00'} [utterance_sys] alright , you have fifteen options . these trains depart 1 minute after the hour every hour , starting at 9:01 and running until 23:01 . would you like me to book a ticket ? [utterance_usr] i will need tickets for 3 people and also the reference number please .

[context] {'train-leaveat': '12:30', 'train-destination': 'stansted airport', 'train-day': 'saturday', 'train-departure': 'cambridge'} [utterance_sys] tr8476 will cost you 8.08 pounds . can i book it for you ? [utterance_usr] yes please . i need to book it for 3 people . once booked can i please have the reference number ? [belief_state] {'train-book people': '3', 'train-leaveat': '12:30', 'train-destination': 'stansted airport', 'train-day': 'saturday', 'train-departure': 'cambridge'}

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

[context] {'attraction-type': 'museum', 'attraction-area': 'centre', 'train-destination': 'cambridge', 'train-arriveby': '13:00', 'train-departure': 'stansted airport', 'train-day': 'saturday', 'train-leaveat': '05:24', 'train-book people': '1'} [utterance_sys] okay , booking was successful , the total fee is 8.08 gbp payable at the station . your reference number is : klu8n9y4 . is there anything else i can help with ? [utterance_usr] no , that s it ! thank you for your help

[context] {'attraction-name': 'saint johns college', 'train-book people': '1', 'train-leaveat': '11:15', 'train-destination': 'cambridge', 'train-day': 'friday', 'train-departure': 'leicester'} [utterance_sys] it has been booked . your total fee is 37.79 gbp , which is payable at the station . your reference number is 2x743c2d . [utterance_usr] great . thanks for all your help ! [belief_state] {'attraction-name': 'saint johns college', 'train-book people': '1', 'train-leaveat': '11:15', 'train-destination': 'cambridge', 'train-day': 'friday', 'train-departure': 'leicester'}

[context] {'attraction-type': 'dontcare', 'attraction-area': 'centre', 'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-arriveby': '11:15', 'train-departure': 'ely'} [utterance_sys] perhaps you would enjoy seeing all saints church on jesus lane ? [utterance_usr] that sounds lovely , what is their phone number , address and any entrance fee s ? [belief_state] {'attraction-type': 'dontcare', 'attraction-name': 'all saints church', 'attraction-area': 'centre', 'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-arriveby': '11:15', 'train-departure': 'ely'}

[context] {'attraction-name': 'cambridge university botanic gardens', 'train-destination': 'birmingham new street', 'train-arriveby': '08:15'} [utterance_sys] arrivals are 07:44 , 01:44 , 07:44 , 01:44 , and 07:44 what day will you be traveling ? [utterance_usr] i am traveling on wednesday from cambridge .

[context] {'train-leaveat': '14:15', 'train-destination': 'cambridge', 'train-departure': 'london kings cross'} [utterance_sys] what day would you like to leave ? [utterance_usr] i would like to leave on friday [belief_state] {'train-leaveat': '14:15', 'train-destination': 'cambridge', 'train-day': 'friday', 'train-departure': 'london kings cross'}

[context] {'hotel-book day': 'friday', 'hotel-book people': '5', 'hotel-book stay': '5', 'hotel-name': 'cambridge belfry', 'hotel-area': 'west', 'hotel-pricerange': 'cheap', 'hotel-stars': '4', 'hotel-internet': 'yes', 'hotel-type': 'hotel', 'train-leaveat': '16:30', 'train-destination': 'cambridge', 'train-departure': 'birmingham new street'} [utterance_sys] what day would you like to travel ? [utterance_usr] on friday , please . [belief_state] {'hotel-book day': 'friday', 'hotel-book people': '5', 'hotel-book stay': '5', 'hotel-name': 'cambridge belfry', 'hotel-area': 'west', 'hotel-pricerange': 'cheap', 'hotel-stars': '4', 'hotel-internet': 'yes', 'hotel-type': 'hotel', 'train-leaveat': '16:30', 'train-destination': 'cambridge', 'train-departure': 'birmingham new street'}

[context] {'hotel-area': 'south', 'hotel-pricerange': 'moderate', 'hotel-type': 'guest house', 'hotel-book stay': '2', 'hotel-book day': 'friday', 'hotel-book people': '8', 'hotel-stars': '4'} [utterance_sys] okay that went well and i have your reservation number which is xiangg9f . [utterance_usr] i am also looking for a train . going to cambridge , same day as the hotel booking .

[context] {} [utterance_sys] [utterance_usr] i need a train to london kings cross on wednesday . [belief_state] {'train-destination': 'london kings cross', 'train-day': 'wednesday'}

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

[context] {} [utterance_sys] [utterance_usr] i am looking for information on a hotel called kirkwood house .

[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-book day': 'monday', 'restaurant-book people': '1', 'restaurant-book time': '19:15', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'the gardenia', 'restaurant-area': 'centre', 'hotel-area': 'centre', 'hotel-parking': 'yes', 'hotel-stars': '0'} [utterance_sys] i have 1 result . it is el shaddai , which is a cheap guest house . do you want to book it ? [utterance_usr] yes , can you book the room for me ? [belief_state] {'restaurant-book day': 'monday', 'restaurant-book people': '1', 'restaurant-book time': '19:15', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'the gardenia', 'restaurant-area': 'centre', 'hotel-name': 'el shaddia guest house', 'hotel-area': 'centre', 'hotel-parking': 'yes', 'hotel-stars': '0'}

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

[context] {'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] yes sure jesus college is located on jesus lane in the city s center and is free to enter . their telephone number is 01223339485 . [utterance_usr] thank you for the information . that s what i needed to know . [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', 'attraction-type': 'college'}

[context] {} [utterance_sys] you have come to the right place ! what can i do for you ? [utterance_usr] i am hoping to find somewhere expensive to dine in the south [belief_state] {'restaurant-pricerange': 'expensive', 'restaurant-area': 'south'}

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

[context] {'train-destination': 'bishops stortford', 'train-day': 'tuesday', 'train-departure': 'cambridge'} [utterance_sys] i have 10 trains for you on tuesday . what time would you like to arrive by ? [utterance_usr] i would need to arrive by 16:30 . [belief_state] {'train-destination': 'bishops stortford', 'train-day': 'tuesday', 'train-arriveby': '16:30', 'train-departure': 'cambridge'}

[context] {'attraction-type': 'museum'} [utterance_sys] sure . there s also the museum of archaelogy and anthropology , which is free . they are phone number is 01223333516 . [utterance_usr] thanks for your help . [belief_state] {'attraction-type': 'museum'}

[context] {} [utterance_sys] have a nice day [utterance_usr] you have a nice day also .

[context] {'restaurant-food': 'mediterranean'} [utterance_sys] la mimosa is a nice restaurant in the centre of town which serves mediterranean food in the expensive price range . [utterance_usr] that sounds wonderful . can you help me book a table for 2 people at 18:00 on wednesday ? [belief_state] {'restaurant-book day': 'wednesday', 'restaurant-book people': '8', 'restaurant-book time': '18:00', 'restaurant-food': 'mediterranean', 'restaurant-name': 'la mimosa'}

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

[context] {} [utterance_sys] tr4212 is arriving at 9:52 would that work for you ? [utterance_usr] what time does that train depart ?

[context] {'train-leaveat': '17:00', 'train-destination': 'cambridge', 'train-day': 'saturday', 'train-departure': 'stansted airport'} [utterance_sys] the train is 8.08 pounds per person . [utterance_usr] can you give me the travel time ? [belief_state] {'train-leaveat': '17:00', 'train-destination': 'cambridge', 'train-day': 'saturday', 'train-departure': 'stansted airport'}

[context] {'restaurant-book day': 'friday', 'restaurant-book people': '6', 'restaurant-book time': '16:00', 'restaurant-name': 'india house', 'hotel-book day': 'friday', 'hotel-book people': '6', 'hotel-book stay': '5', 'hotel-name': 'home from home', 'hotel-area': 'north', 'hotel-pricerange': 'moderate', 'hotel-stars': '4'} [utterance_sys] booking was successful . the table will be reserved for 15 minutes . reference number is : 3uppnp4h . [utterance_usr] thank you so much for your help . [belief_state] {'restaurant-book day': 'friday', 'restaurant-book people': '6', 'restaurant-book time': '16:00', 'restaurant-name': 'india house', 'hotel-book day': 'friday', 'hotel-book people': '6', 'hotel-book stay': '5', 'hotel-name': 'home from home', 'hotel-area': 'north', 'hotel-pricerange': 'moderate', 'hotel-stars': '4'}

[context] {'hotel-book day': 'friday', 'hotel-book people': '2', 'hotel-book stay': '1', 'hotel-name': 'university arms hotel', 'train-day': 'friday', 'train-arriveby': '09:00', 'train-departure': 'birmingham new street', 'train-book people': '2'} [utterance_sys] i have gone ahead and booked that for you . the train ride will be 163 minutes . [utterance_usr] alright , that is everything i need to know ! thank you .

[context] {'train-book people': '1', 'train-leaveat': '16:45', 'train-destination': 'cambridge', 'train-day': 'friday', 'train-departure': 'birmingham new street'} [utterance_sys] you train has been booked , and the reference number is zetnnfn0 . you will owe 75.09 gbp when you arrive . [utterance_usr] thanks , i am also looking for some museums . [belief_state] {'attraction-type': 'museum', 'train-book people': '1', 'train-leaveat': '16:45', 'train-destination': 'cambridge', 'train-day': 'friday', 'train-departure': 'birmingham new street'}

[context] {'hotel-internet': 'yes', 'hotel-type': 'guest house'} [utterance_sys] i have found several guest houses is there a particular are you wish to stay in ? [utterance_usr] i am looking for a cheap hotel with a rating of 0 out of 5 stars . [belief_state] {'hotel-pricerange': 'cheap', 'hotel-stars': '0', 'hotel-internet': 'yes', 'hotel-type': 'guest house'}

[context] {'attraction-area': 'north'} [utterance_sys] i have a couple of swimming pools , a boat area , and a park that fit your description . do you want any more information on any of these 3 ? [utterance_usr] yes i would like the postcode of a swimming pool you recommend .

[context] {} [utterance_sys] [utterance_usr] i need some information on cambridge . i am looking for place -s to go in town . [belief_state] {}

[context] {'train-leaveat': '16:15', 'train-destination': 'ely', 'train-day': 'monday', 'train-departure': 'cambridge'} [utterance_sys] sure the train id is tr4294 and the arrival time is 18:07 . [utterance_usr] i am also looking for a guest house with a rating of 4 stars . [belief_state] {'hotel-stars': '4', 'hotel-type': 'guest house', 'train-leaveat': '16:15', 'train-destination': 'ely', 'train-day': 'monday', '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] {'train-destination': 'london liverpool street'} [utterance_sys] there are many trains that travel from cambridge to london liverpool street . what day and time would you like to travel ? [utterance_usr] i would like to leave friday and arrive by 17:45 . [belief_state] {'train-leaveat': '17:45', 'train-destination': 'london liverpool street', 'train-day': 'friday', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] [utterance_usr] what is there to do in the centre of town ? [belief_state] {'attraction-area': 'centre'}

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

[context] {'restaurant-book day': 'sunday', 'restaurant-book people': '8', 'restaurant-book time': '17:15', 'restaurant-food': 'indian', 'restaurant-area': 'centre', 'hotel-area': 'dontcare', 'hotel-parking': 'yes', 'hotel-stars': '3', 'hotel-internet': 'yes', 'hotel-type': 'guest house'} [utterance_sys] there are 3 options . i recommend hamilton lodge . want me to book it for you ? [utterance_usr] no need to book , just tell me the price range , postcode , and address if you could [belief_state] {'restaurant-book day': 'sunday', 'restaurant-book people': '8', 'restaurant-book time': '17:15', 'restaurant-food': 'indian', 'restaurant-area': 'centre', 'hotel-name': 'hamilton lodge', 'hotel-area': 'dontcare', 'hotel-parking': 'yes', 'hotel-stars': '3', 'hotel-internet': 'yes', 'hotel-type': 'guest house'}

[context] {} [utterance_sys] [utterance_usr] hello , i am interested in seeing the attractions on the west side of town . can you assist me ? [belief_state] {'attraction-area': 'west'}

[context] {} [utterance_sys] there are entertainment , museum , multiple sports , park , and swimmingpool attractions . would you like more information on any of those ? [utterance_usr] how about museums ?

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

[context] {'train-destination': 'bishops stortford', 'train-day': 'tuesday', 'train-arriveby': '16:30', 'train-departure': 'cambridge'} [utterance_sys] it is a 38 minutes drive and the cost is 10.10 pounds per person . [utterance_usr] i also need a guest house to stay in . it does not need to have free parking or internet . [belief_state] {'hotel-parking': 'dontcare', 'hotel-internet': 'dontcare', 'hotel-type': 'guest house', 'train-destination': 'bishops stortford', 'train-day': 'tuesday', 'train-arriveby': '16:30', 'train-departure': 'cambridge'}

[context] {'train-destination': 'kings lynn', 'train-departure': 'cambridge', 'train-day': 'wednesday', 'train-leaveat': '15:15'} [utterance_sys] tr8890 leaves at 16:11 , would that work for you ? [utterance_usr] yes , that would be great . can you book that for me for 5 people and be sure and give me the reference number ?

[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] {'restaurant-name': 'shanghai family restaurant'} [utterance_sys] how many people would you like to make a reservation for , and what day and time were you looking at ? [utterance_usr] i would like to get the phone number and area please [belief_state] {'restaurant-name': 'shanghai family restaurant'}

[context] {} [utterance_sys] [utterance_usr] i need to book a train to cambridge from a train leaving from stevenage .

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

[context] {'restaurant-food': 'dontcare', 'restaurant-pricerange': 'cheap', 'restaurant-area': 'centre'} [utterance_sys] i have 15 restaurant -s that match your description ? is there a specific cuisine you would like ? [utterance_usr] i do not care about the cuisine . would you book a table for 4 people at 16:00 on wednesday ? [belief_state] {'restaurant-book day': 'wednesday', 'restaurant-book people': '4', 'restaurant-book time': '16:00', 'restaurant-food': 'dontcare', 'restaurant-pricerange': 'cheap', 'restaurant-area': 'centre'}

[context] {'restaurant-book day': 'monday', 'restaurant-book people': '5', 'restaurant-book time': '15:15', 'restaurant-name': 'backstreet bistro', 'attraction-type': 'park', 'attraction-area': 'east'} [utterance_sys] their phone number is 01223446100 and where would like that taxi to pick you up ? [utterance_usr] what is the car type ?

[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] there are 3 trains that fit that criteria . 1 arrives at 6:43 , another at 8:43 and the last at 10:43 . which would you prefer ? [utterance_usr] can you give me the price , train id , and travel time for the 1 that arrives at 8:43 ? [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] {'hotel-name': 'acorn guest house', 'hotel-area': 'dontcare', 'hotel-pricerange': 'cheap', 'hotel-stars': '4', 'hotel-internet': 'yes', 'hotel-type': 'dontcare'} [utterance_sys] the acorn is moderate -ly priced . we do have some cheap ones with 4 stars and the internet . the cambridge belfry is a hotel that fits your description . [utterance_usr] yes , can you please book the cambridge belfry for me for 8 people for 2 nights starting on sunday . if sunday is not available , monday is also okay . [belief_state] {'hotel-book day': 'sunday|monday', 'hotel-book people': '8', 'hotel-book stay': '2', 'hotel-name': 'cambridge belfry', 'hotel-area': 'dontcare', 'hotel-pricerange': 'cheap', 'hotel-stars': '4', 'hotel-internet': 'yes', 'hotel-type': 'dontcare'}

[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] {'attraction-type': 'nightclub'} [utterance_sys] sure ! the kambar is a nightclub located in the centre . the address is 1 wheeler street . the entrance fee is 5 pounds . [utterance_usr] thank you , i also need a train from london kings cross to cambridge . [belief_state] {'attraction-type': 'nightclub', 'train-destination': 'cambridge', 'train-departure': 'london kings cross'}

[context] {'restaurant-food': 'turkish', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'anatolia'} [utterance_sys] the address is 30 bridge street in the centre . [utterance_usr] can you book me a table for 7 at 12:30 on thursday ? [belief_state] {'restaurant-book day': 'thursday', 'restaurant-book people': '7', 'restaurant-book time': '12:30', 'restaurant-food': 'turkish', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'efes restaurant'}

[context] {} [utterance_sys] [utterance_usr] hi , i would like information on a particular hotel called the kirkwood house .

[context] {} [utterance_sys] [utterance_usr] i need some tourist information please . i need to know about a hotel called the arbury lodge guest house . [belief_state] {'hotel-name': 'arbury lodge guest house'}

[context] {'restaurant-book day': 'monday', 'restaurant-book people': '6', 'restaurant-book time': '14:00', 'restaurant-food': 'italian', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'centre'} [utterance_sys] i have reserved a table at pizza express . your reference number is strpxcft . do you need anything else ? [utterance_usr] yes . are there any colleges nearby that i can visit ? [belief_state] {'restaurant-book day': 'monday', 'restaurant-book people': '6', 'restaurant-book time': '14:00', 'restaurant-food': 'italian', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'centre', 'attraction-type': 'college', 'attraction-area': 'centre'}

[context] {'train-leaveat': '13:00', 'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-departure': 'peterborough', 'train-book people': '1'} [utterance_sys] your all set , the total fee is 16.5 gbp payable at the station . reference number is : eejf27iz . anything else that i can assist with ? [utterance_usr] i am also looking for more info into a hotel . the cambridge belfry .

[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] {'train-book people': '5', 'train-destination': 'bishops stortford', 'train-day': 'sunday', 'train-arriveby': '14:45', 'train-departure': 'cambridge'} [utterance_sys] your booking was successful . reference number is z7eqwzdc . the total fee is 40.4 gbp at the station . [utterance_usr] i am also looking for a museum to visit on the west side ! is there any ? [belief_state] {'attraction-type': 'museum', 'train-book people': '5', 'train-destination': 'bishops stortford', 'train-day': 'sunday', 'train-arriveby': '14:45', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] i am afraid there are not any . would you like to try a different part of town or cuisine ? [utterance_usr] how about italian food in the centre part of town ? i think that that would work out for me .

[context] {'train-book people': '5', 'train-destination': 'leicester', 'train-day': 'saturday', 'train-arriveby': '16:00', 'train-departure': 'cambridge'} [utterance_sys] your booking was successful , the total fee is 151.19 gbp payable at the station . your reference number is : 581grl6j . is there anything else i can do to assist ? [utterance_usr] can you check for italian restaruants in the centre area ? thank you in advance . [belief_state] {'restaurant-food': 'italian', 'restaurant-area': 'centre', 'train-book people': '5', 'train-destination': 'leicester', 'train-day': 'saturday', 'train-arriveby': '16:00', 'train-departure': 'cambridge'}

[context] {'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'} [utterance_sys] i apologize , there is not any boating activities in the west part of town . is there another part of town you might be interested in ? [utterance_usr] ok , well how about something educational like a museum maybe ? [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': 'museum', 'attraction-area': 'west'}

[context] {'restaurant-food': 'african', 'restaurant-area': 'dontcare', 'restaurant-name': 'bedouin', 'restaurant-pricerange': 'expensive', 'restaurant-book time': '18:00', 'restaurant-book day': 'sunday', 'restaurant-book people': '7', 'hotel-pricerange': 'expensive', 'hotel-stars': '4', 'taxi-destination': 'bedouin', 'taxi-departure': 'university arms hotel', 'taxi-arriveby': '18:00'} [utterance_sys] the university arms is located in the centre . i have also booked you a taxi . look for a red volvo . the taxi s contact number is 07835109126 . will you need anything else ? [utterance_usr] nope that should be it thanks

[context] {'taxi-destination': 'museum of archaelogy and anthropology', 'taxi-departure': 'cote', 'taxi-arriveby': '17:15', 'attraction-type': 'museum', 'attraction-name': 'museum of archaelogy and anthropology'} [utterance_sys] okay great . you are booked with a yellow volvo . [utterance_usr] thanks . may i have the contact number for the volvo , please ? [belief_state] {'taxi-destination': 'museum of archaelogy and anthropology', 'taxi-departure': 'cote', 'taxi-arriveby': '17:15', 'attraction-type': 'museum', 'attraction-name': 'museum of archaelogy and anthropology'}

[context] {} [utterance_sys] [utterance_usr] i need a train for tuesday after 12:30 [belief_state] {'train-leaveat': '12:45', 'train-day': 'tuesday'}

[context] {} [utterance_sys] [utterance_usr] what can you tell me about cheap restaurant -s on the west side of town ?

[context] {} [utterance_sys] [utterance_usr] i am looking for a restaurnt in the west end that is not too high priced . [belief_state] {'restaurant-pricerange': 'moderate', 'restaurant-area': 'west'}

[context] {'hotel-name': 'express by holiday inn cambridge', 'hotel-area': 'east', 'hotel-internet': 'yes', 'hotel-type': 'hotel'} [utterance_sys] thank you for contacting cambridge towninfo centre . have a nice trip ! goodbye ! [utterance_usr] actually , i also need a moderate priced restaurant in the same area . [belief_state] {'restaurant-pricerange': 'moderate', 'restaurant-area': 'east', 'hotel-name': 'express by holiday inn cambridge', 'hotel-area': 'east', 'hotel-internet': 'yes', 'hotel-type': 'hotel'}

[context] {} [utterance_sys] i have train tr5630 leaving at 15:40 and arriving at 18:23 . would that work for you ? [utterance_usr] that sounds great . thanks .

[context] {'train-day': 'saturday', 'train-departure': 'london kings cross'} [utterance_sys] i have a train that leaves london kings cross at 05:00 and arrives by 05:51 at a price of 18.88 pounds . is that ok ? [utterance_usr] yes , it is perfect . thank you [belief_state] {'train-day': 'saturday', 'train-departure': 'london kings cross'}

[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] {'attraction-name': 'kettles yard', 'train-destination': 'bishops stortford', 'train-arriveby': '11:30', 'train-day': 'monday'} [utterance_sys] what time would you like to leave by ? [utterance_usr] i do not care when i leave by as long as i get there by 11:30 . i need 7 tickets please .

[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] {} [utterance_sys] [utterance_usr] hi , i was wondering if there was a swimming pool that an out of town person could use while visiting . [belief_state] {'attraction-type': 'swimming pool'}

[context] {'hotel-pricerange': 'moderate', 'hotel-parking': 'yes', 'hotel-type': 'guest house', 'hotel-name': 'archway house', 'restaurant-pricerange': 'expensive'} [utterance_sys] the archway house is in the north area and the postcode is cb43pe . [utterance_usr] thank you . did you locate a persian restaurant ?

[context] {'restaurant-food': 'corsica', 'restaurant-area': 'north', 'hotel-area': 'north', 'hotel-internet': 'yes', 'hotel-type': 'guest house'} [utterance_sys] there are not any corsica restaurant -s in that area . is there a different type of cuisine you would like for me to check ? [utterance_usr] yes please give me the name of a restaurant that serves chinese food in the area . [belief_state] {'restaurant-food': 'chinese', 'restaurant-area': 'north', 'hotel-area': 'north', 'hotel-internet': 'yes', 'hotel-type': 'guest house'}

[context] {} [utterance_sys] [utterance_usr] i need a good place to eat dinner . i like italian , what do you suggest ? [belief_state] {'restaurant-food': 'italian'}

[context] {'restaurant-name': 'jinling noodle bar', 'attraction-area': 'centre'} [utterance_sys] sure , there are 55 attractions in the city centre . anything specific you would like ? [utterance_usr] i am open to anything . surprise me with your favorite please . just make sure you tell me what kind of attraction it is .

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

[context] {} [utterance_sys] [utterance_usr] hi , on tuesday i need to leave cambridge by train . can you help me with the arrangements ? [belief_state] {'train-day': 'tuesday', 'train-departure': 'cambridge'}

[context] {'train-destination': 'norwich', 'train-day': 'friday', 'train-leaveat': '18:45'} [utterance_sys] there is a train leaving cambridge for norwich that departs at 19:36 . would this suffice ? [utterance_usr] yes can i please get a booking for 1 person and a reference number please ?

[context] {'train-leaveat': '20:15', 'train-day': 'tuesday', 'train-departure': 'norwich'} [utterance_sys] at 20:16 a train leaves for cambridge duration of which is 79 minutes . [utterance_usr] i would like to making a booking for 1 please . [belief_state] {'train-book people': '1', 'train-leaveat': '20:15', 'train-day': 'tuesday', 'train-departure': 'norwich'}

[context] {'restaurant-food': 'italian', 'restaurant-area': 'west'} [utterance_sys] there are several italian restaurant -s in the west part of town . la margherita is cheap and prezzo is moderate . would you like the address of 1 of those ? [utterance_usr] what is the phone number of 1 of them ? [belief_state] {'restaurant-food': 'italian', 'restaurant-name': 'dontcare', 'restaurant-area': 'west'}

[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-food': 'french', 'restaurant-pricerange': 'dontcare', 'restaurant-name': 'cote'} [utterance_sys] cote s phone number is 01223311053 and they are located at bridge street city centre . is there anything else i can help you with today ? [utterance_usr] thank you . that is all i needed to know . bye bye ! [belief_state] {'restaurant-food': 'french', 'restaurant-pricerange': 'dontcare', 'restaurant-name': 'cote'}

[context] {'attraction-type': 'college', 'attraction-area': 'west', 'train-departure': 'cambridge'} [utterance_sys] and what is your destination and day of travel please ? [utterance_usr] i want to get to bishop stafford on tuesday . [belief_state] {'attraction-type': 'college', 'attraction-area': 'west', 'train-destination': 'bishops stortford', 'train-day': 'tuesday', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] if we can help you with anything else in the future , please contact us . [utterance_usr] i will not be needing anything else , thank you .

[context] {'restaurant-food': 'chinese', 'restaurant-name': 'yu garden', 'restaurant-area': 'east'} [utterance_sys] yu garden is in the expensive price range . do you want the address and phone number ? [utterance_usr] i already got the address , thank you . that is all i needed . goodbye . [belief_state] {'restaurant-food': 'chinese', 'restaurant-name': 'yu garden', 'restaurant-area': 'east'}

[context] {'restaurant-food': 'indian', 'restaurant-pricerange': 'cheap', 'restaurant-area': 'centre'} [utterance_sys] the gandhi is a good option . [utterance_usr] that sounds like it would be nice . i would like to book a table for 5 people at 14:45 on saturday , please . [belief_state] {'restaurant-book day': 'saturday', 'restaurant-book people': '5', 'restaurant-book time': '14:45', 'restaurant-food': 'indian', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'the gandhi', 'restaurant-area': 'centre'}

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

[context] {'hotel-name': 'allenbell', 'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate'} [utterance_sys] i am not finding anything for allenbell that suit your needs [utterance_usr] then find me a place that does suit my needs . [belief_state] {'hotel-name': 'dontcare', 'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate'}

[context] {'restaurant-book day': 'friday', 'restaurant-book people': '5', 'restaurant-book time': '12:00', 'restaurant-name': 'golden curry', 'train-destination': 'cambridge', 'train-arriveby': '09:30', 'train-departure': 'broxbourne'} [utterance_sys] okay i only got you 1 ticket . your reference number is g1dhvw6a . is there anything else that i can help you with today ? [utterance_usr] no thank you . i appreciate the help . [belief_state] {'restaurant-book day': 'friday', 'restaurant-book people': '5', 'restaurant-book time': '12:00', 'restaurant-name': 'golden curry', 'train-destination': 'cambridge', 'train-arriveby': '09:30', 'train-departure': 'broxbourne'}

[context] {'train-destination': 'london kings cross', 'train-day': 'monday', 'train-arriveby': '20:00', 'train-departure': 'cambridge'} [utterance_sys] 1 ticket to london kings cross will cost 23.60 pounds . would you like me to book the ticket for you ? [utterance_usr] yes . can you also find a place to dine in the centre . i would like a restaurant in the moderate price range .

[context] {'train-leaveat': '16:15', 'train-destination': 'london kings cross', 'train-day': 'saturday', 'train-arriveby': '20:30'} [utterance_sys] the train id is tr0427 , it leaves cambridge at 19:00 and arrives at london kings cross at 19:51 . the cost is 18.88 pounds . may i be of further assistance . [utterance_usr] thank you ! i also need to find a moderate -ly priced restaurant in the centre of town . do you have any suggestions ? [belief_state] {'restaurant-pricerange': 'moderate', 'restaurant-area': 'centre', 'hotel-area': 'centre', 'hotel-pricerange': 'moderate', 'hotel-type': 'hotel', 'train-leaveat': '16:15', 'train-destination': 'london kings cross', 'train-day': 'saturday', 'train-arriveby': '20:30'}

[context] {'restaurant-food': 'european', 'restaurant-pricerange': 'expensive', 'train-leaveat': '14:15', 'train-destination': 'cambridge', 'train-day': 'friday', 'train-arriveby': 'dontcare', 'train-departure': 'london kings cross'} [utterance_sys] train tr8842 leaves london kings cross at 15:17 on friday and arrives at cambridge at 16:08 . can i provide you more information or book it for you ? [utterance_usr] no thank you . i'll just need the address for an expensive restaurant that serves european food . [belief_state] {'restaurant-food': 'european', 'restaurant-pricerange': 'expensive', 'train-leaveat': '14:15', 'train-destination': 'cambridge', 'train-day': 'friday', 'train-arriveby': 'dontcare', 'train-departure': 'london kings cross'}

[context] {'attraction-area': 'south'} [utterance_sys] there are a few attractions in the south , you might like byard art it s a free museum . would you like the address ? [utterance_usr] yes , please provide the address .

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

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

[context] {'attraction-name': 'cambridge university botanic gardens', 'train-destination': 'birmingham new street', 'train-arriveby': '08:15', 'train-departure': 'cambridge', 'train-day': 'wednesday', 'train-book people': '1'} [utterance_sys] your departure time will be at 05:01 and you arrival time will be at 07:44 . is there anything else i could assist with ? [utterance_usr] so how long would my travel time be please ? 163 minutes ?

[context] {'train-book people': '1', 'train-leaveat': '16:45', 'train-destination': 'cambridge', 'train-day': 'friday', 'train-departure': 'birmingham new street'} [utterance_sys] you train has been booked , and the reference number is zetnnfn0 . you will owe 75.09 gbp when you arrive . [utterance_usr] thanks , i am also looking for some museums . [belief_state] {'attraction-type': 'museum', 'train-book people': '1', 'train-leaveat': '16:45', 'train-destination': 'cambridge', 'train-day': 'friday', 'train-departure': 'birmingham new street'}

[context] {'restaurant-book day': 'monday', 'restaurant-book people': '2', 'restaurant-book time': '18:15', 'restaurant-food': 'asian oriental', 'restaurant-pricerange': 'cheap'} [utterance_sys] is there anything else i can help you with today ? [utterance_usr] yes , i actually need a table for 6 people not 2 18:15 on monday . [belief_state] {'restaurant-book day': 'monday', 'restaurant-book people': '6', 'restaurant-book time': '18:15', 'restaurant-food': 'asian oriental', 'restaurant-pricerange': 'cheap'}

[context] {} [utterance_sys] great ! there are many outstanding indian restaurant -s in cambridge . what area of town do you prefer to visit ? [utterance_usr] i am looking for something in the west , and it should be expensive .

[context] {} [utterance_sys] [utterance_usr] i am interested at eating at an expensive place in the west part of town . [belief_state] {'restaurant-pricerange': 'expensive', 'restaurant-area': 'west'}

[context] {'attraction-type': 'concert hall', 'attraction-area': 'west'} [utterance_sys] i am sorry there are no listings for concerthalls in the west . is there something else i can assist you with today ? [utterance_usr] what about colleges in the west ? [belief_state] {'attraction-type': 'college', 'attraction-area': 'west'}

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

[context] {'attraction-type': 'museum', 'attraction-area': 'west'} [utterance_sys] cafe jello gallery is a museum in the west . its postcode is cb30af . [utterance_usr] thank you . i am also hoping to book a train to cambridge from ely . [belief_state] {'attraction-type': 'museum', 'attraction-area': 'west', 'train-destination': 'ely', 'train-departure': 'cambridge'}

[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] tr3158 departs broxbourne at 12:32 , arrives at 13:32 , and is a 1 hour ride . would you like me to book it ? [utterance_usr] no , thank you . the information was all i needed for today . [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] {'attraction-name': 'cambridge university botanic gardens', 'train-destination': 'birmingham new street', 'train-arriveby': '08:15'} [utterance_sys] arrivals are 07:44 , 01:44 , 07:44 , 01:44 , and 07:44 what day will you be traveling ? [utterance_usr] i am traveling on wednesday from cambridge .

[context] {'train-leaveat': '14:15', 'train-destination': 'cambridge', 'train-departure': 'london kings cross'} [utterance_sys] what day would you like to leave ? [utterance_usr] i would like to leave on friday [belief_state] {'train-leaveat': '14:15', 'train-destination': 'cambridge', 'train-day': 'friday', 'train-departure': 'london kings cross'}

[context] {'restaurant-name': 'golden curry'} [utterance_sys] the golden curry is an indian restaurant that is expensive and located at mill road city centre . the phone number is 01223329432 . [utterance_usr] that sounds fine . can you book it for 5 people at 13:00 this friday ? [belief_state] {'restaurant-book day': 'friday', 'restaurant-book people': '5', 'restaurant-book time': '13:00', 'restaurant-name': 'golden curry'}

[context] {} [utterance_sys] caffe uno is italian located in centre area and is expensive . the phone number is 01223448620 and address 32 bridge street city centre postcode cb21uj . [utterance_usr] excellent . that s all i need .

[context] {'attraction-name': 'museum of archaelogy and anthropology', 'attraction-area': 'centre', 'train-book people': '1', 'train-destination': 'kings lynn', 'train-day': 'sunday', 'train-arriveby': '09:30', 'train-departure': 'cambridge'} [utterance_sys] their phone number is 01223333516 [utterance_usr] great , that s all i need , thank you ! [belief_state] {'attraction-name': 'museum of archaelogy and anthropology', 'attraction-area': 'centre', 'train-book people': '1', 'train-destination': 'kings lynn', 'train-day': 'sunday', 'train-arriveby': '09:30', 'train-departure': 'cambridge'}

[context] {'restaurant-book day': 'wednesday', 'restaurant-book people': '3', 'restaurant-book time': '12:15', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'restaurant alimentum', 'restaurant-area': 'south'} [utterance_sys] of course . the restaurant is on 152154 hills road and their phone number is 01223413000 . [utterance_usr] great , that s all i needed . have a lovely day . [belief_state] {'restaurant-book day': 'wednesday', 'restaurant-book people': '3', 'restaurant-book time': '12:15', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'restaurant alimentum', 'restaurant-area': 'south'}

[context] {'restaurant-food': 'international', 'restaurant-area': 'east', 'restaurant-name': 'the missing sock', 'hotel-area': 'east', 'hotel-name': 'express by holiday inn cambridge'} [utterance_sys] there is a missing sock off of finders corner newmarket road . it looks to be cheap , and is in the east side of the city . [utterance_usr] actually , i would like to book a taxi from the hotel to the missing sock . i would like to depart by 09:15 .

[context] {'taxi-destination': 'sesame restaurant and bar', 'taxi-arriveby': '18:00', 'restaurant-book day': 'monday', 'restaurant-book people': '4', 'restaurant-book time': '18:00', 'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'centre', 'attraction-type': 'theatre', 'attraction-name': 'mumford theatre'} [utterance_sys] which hotel are you staying in ? [utterance_usr] sorry i just need to get to the restaurant from the mumford theatre . [belief_state] {'taxi-destination': 'sesame restaurant and bar', 'taxi-departure': 'mumford theatre', 'taxi-arriveby': '18:00', 'restaurant-book day': 'monday', 'restaurant-book people': '4', 'restaurant-book time': '18:00', 'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'centre', 'attraction-type': 'theatre', 'attraction-name': 'mumford theatre'}

[context] {'hotel-area': 'centre', 'hotel-type': 'hotel', 'attraction-type': 'nightclub'} [utterance_sys] yes , would you like that to also be in the centre area ? [utterance_usr] actually , i do not need a hotel . i do need a train to ely on sunday , though . i'll be leaving from cambridge after 17:45 . [belief_state] {'hotel-area': 'centre', 'hotel-type': 'hotel', 'attraction-type': 'nightclub', 'train-leaveat': '17:45', 'train-destination': 'ely', 'train-day': 'sunday', 'train-departure': 'cambridge'}

[context] {'restaurant-food': 'british', 'restaurant-area': 'centre', 'attraction-area': 'centre', 'attraction-type': 'theatre', 'attraction-name': 'adc theatre'} [utterance_sys] of course ! the address is park street . the phone number is 01223300085 . can i help you with anything else ? [utterance_usr] no that will be all .

[context] {'attraction-type': 'college', 'attraction-area': 'centre', 'train-destination': 'cambridge', 'train-day': 'thursday', 'train-arriveby': '15:45', 'train-departure': 'stansted airport'} [utterance_sys] welcome . is there anything else that i can help you with ? [utterance_usr] no , that will be all . thanks so much for your time . bye . [belief_state] {'attraction-type': 'college', 'attraction-area': 'centre', 'train-destination': 'cambridge', 'train-day': 'thursday', 'train-arriveby': '15:45', 'train-departure': 'stansted airport'}

[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] {} [utterance_sys] [utterance_usr] hi ! i would like to book a taxi to travellers rest , please , and i need to get there absolutely no later than 11:45 .

[context] {'restaurant-book day': 'tuesday', 'restaurant-book people': '8', 'restaurant-book time': '14:15', 'restaurant-food': 'indian', 'restaurant-area': 'east', 'hotel-name': 'leverton house', 'hotel-area': 'east', 'hotel-stars': '4', 'hotel-internet': 'yes', 'hotel-type': 'guest house'} [utterance_sys] alright , i have you booked at curry prince . your reference number is: 55unff8z . anything else i can do for you today ? [utterance_usr] yes , can you schedule a taxi to take me from leverton house to curry prince ? i need to get there by 14:15 . [belief_state] {'taxi-destination': 'curry prince', 'taxi-departure': 'leverton house', 'taxi-arriveby': '14:15', 'restaurant-book day': 'tuesday', 'restaurant-book people': '8', 'restaurant-book time': '14:15', 'restaurant-food': 'indian', 'restaurant-area': 'east', 'hotel-name': 'leverton house', 'hotel-area': 'east', 'hotel-stars': '4', 'hotel-internet': 'yes', 'hotel-type': 'guest house'}

[context] {'attraction-type': 'architecture', 'attraction-name': 'all saints church'} [utterance_sys] we have the leverton house at newmarket road with postcode cb58rs . it is cheap -ly priced . is that okay for you ? [utterance_usr] that s it thank you [belief_state] {'hotel-name': 'leverton house', 'attraction-type': 'architecture', 'attraction-name': 'all saints church'}

[context] {'hotel-pricerange': 'moderate', 'hotel-internet': 'yes', 'hotel-name': 'acorn guest house', 'hotel-area': 'south', 'hotel-stars': '4'} [utterance_sys] aylesbray lodge guest house meets all of your requirement -s . are you okay with the hotel type being a guest house ? [utterance_usr] yep sure , why not ?

[context] {'hotel-parking': 'dontcare', 'hotel-pricerange': 'moderate', 'hotel-stars': '3', 'hotel-type': 'guest house'} [utterance_sys] hamilton lodge is a moderate -ly priced guest house in the north with 3 stars and free wifi and parking . do you want to make reservations ? [utterance_usr] can i just get the phone number instead please ? [belief_state] {'hotel-parking': 'dontcare', 'hotel-pricerange': 'moderate', 'hotel-stars': '3', 'hotel-type': 'guest house'}

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

[context] {} [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-leaveat': '12:45', 'train-day': 'tuesday'} [utterance_sys] where would you like to go [utterance_usr] i need to go from cambridge to bishops stortford . [belief_state] {'train-leaveat': '12:45', 'train-destination': 'bishops stortford', 'train-day': 'tuesday', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] [utterance_usr] i want to go to a particular attraction called great saint mary s church . [belief_state] {'attraction-name': 'great saint marys church'}

[context] {'attraction-area': 'north', 'attraction-type': 'swimming pool', 'hotel-area': 'north', 'hotel-internet': 'yes', 'hotel-parking': 'yes', 'hotel-name': 'acorn guest house', 'hotel-book stay': '4', 'hotel-book day': 'friday', 'hotel-book people': '3'} [utterance_sys] i was able to book it , the reference number is gb5f6801 [utterance_usr] great i also need a taxi to take me between the place -s .

[context] {'hotel-name': 'acorn guest house', 'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-type': 'guest house'} [utterance_sys] what is your arrival date and how many days will you be staying , please ? [utterance_usr] i am sorry i do not need a reservation . could you just confirm the price range , postcode and what area that is in ? [belief_state] {'hotel-name': 'acorn guest house', 'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-type': 'guest house'}

[context] {'train-leaveat': '16:30', 'train-destination': 'cambridge', 'train-day': 'thursday', 'train-departure': 'bishops stortford'} [utterance_sys] there s a train that leaves at 17:29 and arrives by 18:07 . does that sound okay ? [utterance_usr] yes , that would work . what is the price of a ticket ? [belief_state] {'train-leaveat': '16:30', 'train-destination': 'cambridge', 'train-day': 'thursday', 'train-departure': 'bishops stortford'}

[context] {'train-destination': 'cambridge', 'train-day': 'monday', 'train-arriveby': '16:45', 'train-departure': 'birmingham new street'} [utterance_sys] the train id is tr3387 and the price is 75.10 pounds per ticket . would you like me to book you a ticket ? [utterance_usr] no but i need an attraction in the center part of town .

[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] {} [utterance_sys] [utterance_usr] hello , i am looking for an expensive restaurant that is on the east side of town . [belief_state] {'restaurant-pricerange': 'expensive', 'restaurant-area': 'east'}

[context] {'hotel-parking': 'yes', 'hotel-internet': 'yes', 'hotel-pricerange': 'moderate', 'hotel-type': 'guest house'} [utterance_sys] i am sorry there are no expensive guest house either . would you like to try cheap price range or a hotel instead ? [utterance_usr] yes a moderate -ly priced hotel would be fine .

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

[context] {'restaurant-food': 'british', 'restaurant-area': 'centre'} [utterance_sys] how about the oak bistro on lensfield road ? [utterance_usr] what is the price range ? it needs to be moderate . [belief_state] {'restaurant-food': 'british', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'the oak bistro', 'restaurant-area': 'centre'}

[context] {'train-leaveat': '19:00', 'train-destination': 'norwich', 'train-day': 'tuesday', 'train-departure': 'cambridge'} [utterance_sys] i have 1 leaving at 19:36 . would you like more info on this train ? [utterance_usr] yeah that 1 would work . could you book it for 2 people for me ?

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

[context] {} [utterance_sys] [utterance_usr] i am looking for a cheap place to stay in the east . [belief_state] {'hotel-area': 'east', 'hotel-pricerange': 'cheap'}

[context] {'restaurant-food': 'modern european'} [utterance_sys] i have several , can you be mores specific on price and area please ? [utterance_usr] i am looking for the moderate price range , the area does not matter .

[context] {'restaurant-area': 'centre', 'attraction-type': 'college', 'attraction-name': 'christ college', 'attraction-area': 'centre'} [utterance_sys] sure , there are many nearby , do you have a type of cuisine you are looking for or a price range to look at ? [utterance_usr] i would like something moderate -ly priced . [belief_state] {'restaurant-pricerange': 'moderate', 'restaurant-area': 'centre', 'attraction-type': 'college', 'attraction-name': 'christ college', 'attraction-area': 'centre'}

[context] {'attraction-area': 'west'} [utterance_sys] there are several colleges and museums in the west and 1 entertainment venue . what are you interested in ? [utterance_usr] can you tell me about a couple museums , any type , and let me know the cost . [belief_state] {'attraction-type': 'museum', 'attraction-area': 'west'}

[context] {} [utterance_sys] [utterance_usr] i want to book a train to stevenage , and i want to leave around 14:00 .

[context] {} [utterance_sys] [utterance_usr] hello ! i am looking for a train arriving at cambridge that would leave after 13:15 . [belief_state] {'train-leaveat': '13:30', 'train-destination': 'cambridge'}

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

[context] {'restaurant-food': 'mediterranean', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'la mimosa', 'restaurant-area': 'centre', 'train-leaveat': '16:45', 'train-destination': 'cambridge', 'train-day': 'monday', 'train-departure': 'birmingham new street'} [utterance_sys] i have a train leaving at 17:40 from birmingham new street to cambridge . would you like me to book it ? [utterance_usr] yes please and can you give me the travel time , arrival time , and train id ? [belief_state] {'restaurant-food': 'mediterranean', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'la mimosa', 'restaurant-area': 'centre', 'train-leaveat': '16:45', 'train-destination': 'cambridge', 'train-day': 'monday', 'train-departure': 'birmingham new street'}

[context] {'restaurant-food': 'italian', 'restaurant-pricerange': 'cheap', 'restaurant-area': 'centre'} [utterance_sys] there are 3 restaurant -s which match that criteria which are the pizza hut city centre , ask , and zizzi cambridge . would you like information for 1 of those restaurant -s ? [utterance_usr] please book a table for 4 people at zizzi cambridge for 19:15 on monday and provide me the reference number . [belief_state] {'restaurant-book day': 'monday', 'restaurant-book people': '4', 'restaurant-book time': '19:15', 'restaurant-food': 'italian', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'zizzi cambridge', 'restaurant-area': 'centre'}

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

[context] {'hotel-area': 'south', 'hotel-pricerange': 'moderate', 'hotel-stars': '3', 'hotel-type': 'guest house', 'attraction-type': 'museum', 'attraction-area': 'east'} [utterance_sys] bridge guest house is a guest house in the south in the moderate price range . it also has parking and internet . would you like to book a room ? [utterance_usr] yes please for 7 people and for 3 nights starting wednesday [belief_state] {'hotel-book day': 'wednesday', 'hotel-book people': '7', 'hotel-book stay': '3', 'hotel-name': 'bridge guest house', 'hotel-area': 'south', 'hotel-pricerange': 'moderate', 'hotel-stars': '3', 'hotel-type': 'guest house', 'attraction-type': 'museum', 'attraction-area': 'east'}

[context] {'hotel-name': 'express by holiday inn cambridge', 'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-internet': 'yes', 'hotel-type': 'hotel'} [utterance_sys] sounds like a plan . may please get the number of guests , the day of arrival , and how many nights you will be staying ? [utterance_usr] i would like it for 2 people and 4 nights starting from monday . [belief_state] {'hotel-book day': 'monday', 'hotel-book people': '2', 'hotel-book stay': '4', 'hotel-name': 'express by holiday inn cambridge', 'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-internet': 'yes', 'hotel-type': 'hotel'}

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

[context] {'restaurant-book day': 'wednesday', 'restaurant-book people': '7', 'restaurant-book time': '16:15', 'restaurant-name': 'kymmoy'} [utterance_sys] your reference number is: mxg517hw . the table will be held for 15 minutes . is there anything else i can do to assist you ? [utterance_usr] yes i am looking for a place to stay . i would prefer a hotel in the 4 state rating category . [belief_state] {'restaurant-book day': 'wednesday', 'restaurant-book people': '7', 'restaurant-book time': '16:15', 'restaurant-name': 'kymmoy', 'hotel-stars': '4', 'hotel-type': 'hotel'}

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

[context] {'hotel-book day': 'saturday', 'hotel-book people': '1', 'hotel-book stay': '4', 'hotel-area': 'dontcare', 'hotel-pricerange': 'cheap', 'hotel-internet': 'yes', 'hotel-type': 'guest house'} [utterance_sys] okay great . glad i could be of help . enjoy your stay . [utterance_usr] thank you so much . i am sure i will . [belief_state] {'hotel-book day': 'saturday', 'hotel-book people': '1', 'hotel-book stay': '4', 'hotel-area': 'dontcare', 'hotel-pricerange': 'cheap', 'hotel-internet': 'yes', 'hotel-type': 'guest house'}

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

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

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

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

[context] {'hotel-area': 'south', 'hotel-stars': '3', 'hotel-parking': 'yes', 'hotel-pricerange': 'cheap', 'hotel-book stay': '5', 'hotel-book day': 'sunday', 'hotel-book people': '5'} [utterance_sys] the bridge guest house is the cheap -er option . would you like me to book that for you ? [utterance_usr] before i say yes , does it have free wifi ? i would like to bring my laptop .

[context] {} [utterance_sys] i have a lot of information about hotel -s in the area . do you know what part of the city you would like to go to ? [utterance_usr] i am looking for information on the worth house . [belief_state] {'hotel-name': 'worth house'}

[context] {'restaurant-book day': 'saturday', 'restaurant-book people': '1', 'restaurant-book time': '12:15', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'the missing sock', 'restaurant-area': 'east'} [utterance_sys] unfortunately , they are fully booked during that time slot . would you like me to try for a different time or day ? [utterance_usr] how about 11:15 ? [belief_state] {'restaurant-book day': 'saturday', 'restaurant-book people': '1', 'restaurant-book time': '11:15', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'the missing sock', 'restaurant-area': 'east'}

[context] {'hotel-name': 'allenbell', 'hotel-book stay': '4', 'hotel-book day': 'monday', 'hotel-book people': '7', 'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'dontcare', 'restaurant-name': 'curry garden', 'restaurant-book time': '17:45', 'restaurant-book day': 'monday', 'restaurant-book people': '7'} [utterance_sys] thank you , i was able to book you . the table will be reserved for 15 minutes . the reference number is ujgppfrv . [utterance_usr] thanks so much ! your help is appreciated . have a nice day . goodbye .

[context] {'restaurant-book day': 'wednesday', 'restaurant-book people': '1', 'restaurant-book time': '15:30', 'restaurant-food': 'italian', 'restaurant-pricerange': 'expensive', 'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-arriveby': '08:00', 'train-departure': 'broxbourne'} [utterance_sys] do you need a taxi ? [utterance_usr] have a great day . goodbye . [belief_state] {'restaurant-book day': 'wednesday', 'restaurant-book people': '1', 'restaurant-book time': '15:30', 'restaurant-food': 'italian', 'restaurant-pricerange': 'expensive', 'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-arriveby': '08:00', 'train-departure': 'broxbourne'}

[context] {'restaurant-book day': 'tuesday', 'restaurant-book people': '7', 'restaurant-book time': '12:00', 'restaurant-food': 'vietnamese', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'thanh binh', 'restaurant-area': 'west'} [utterance_sys] the booking was successful and your table will be reserved for 15 minutes . your reference number is kh5f18tn . anything else i may assist you with ? [utterance_usr] no that s it . thanks for your help ! [belief_state] {'restaurant-book day': 'tuesday', 'restaurant-book people': '7', 'restaurant-book time': '12:00', 'restaurant-food': 'vietnamese', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'thanh binh', 'restaurant-area': 'west'}

[context] {'train-destination': 'cambridge', 'train-day': 'monday', 'train-arriveby': '16:45'} [utterance_sys] where would you like to leave from ? [utterance_usr] i want to leave from the birmingham new street station .

[context] {'restaurant-food': 'mediterranean', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'la mimosa', 'restaurant-area': 'centre', 'train-leaveat': '16:45', 'train-destination': 'cambridge', 'train-day': 'monday'} [utterance_sys] there are 77 trains . where are you leaving from ? [utterance_usr] i'll be leaving from birmingham new street . [belief_state] {'restaurant-food': 'mediterranean', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'la mimosa', 'restaurant-area': 'centre', 'train-leaveat': '16:45', 'train-destination': 'cambridge', 'train-day': 'monday', 'train-departure': 'birmingham new street'}

[context] {'attraction-type': 'college', 'attraction-area': 'west'} [utterance_sys] churchill college is located on storey s way . there is no entrance fee . the phone number is 01223336233 . [utterance_usr] thanks . can you also help me find a train leaving from cambridge ? [belief_state] {'attraction-type': 'college', 'attraction-area': 'west', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] i have the express by holiday inn cambridge located on 1517 norman way , coldhams business park . their phone number is 01223866800 . would you like to know anything else ? [utterance_usr] yes , could you book the hotel room for me for 7 people ?

[context] {'hotel-area': 'dontcare', 'hotel-stars': '4', 'hotel-internet': 'yes', 'attraction-area': 'east'} [utterance_sys] how about alexander bed and breakfast , in the centre part of town ? [utterance_usr] yes , i want that from sunday on for 4 nights . 3 people will be staying . [belief_state] {'hotel-book day': 'sunday', 'hotel-book people': '3', 'hotel-book stay': '4', 'hotel-name': 'alexander bed and breakfast', 'hotel-area': 'centre', 'hotel-stars': '4', 'hotel-internet': 'yes', 'attraction-area': 'east'}

[context] {'hotel-area': 'south', 'hotel-parking': 'yes', 'hotel-internet': 'yes', 'hotel-type': 'guest house'} [utterance_sys] rosa s bed and breakfast is a cheap hotel . their phone number is 1223512596 . [utterance_usr] i would like to book it for 7 days , 4 people , can you do that for me ? [belief_state] {'hotel-book people': '4', 'hotel-book stay': '7', 'hotel-name': 'rosas bed and breakfast', 'hotel-area': 'south', 'hotel-parking': 'yes', 'hotel-internet': 'yes', 'hotel-type': 'guest house'}

[context] {} [utterance_sys] [utterance_usr] i want to book a train to stevenage , and i want to leave around 14:00 .

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

[context] {'taxi-leaveat': '15:30', 'taxi-destination': 'williams art and antiques', 'taxi-departure': 'cambridge museum of technology'} [utterance_sys] i have a yellow toyota with contact number 07308855944 . [utterance_usr] thanks for handling this for me . [belief_state] {'taxi-leaveat': '15:30', 'taxi-destination': 'williams art and antiques', 'taxi-departure': 'cambridge museum of technology'}

[context] {'hotel-pricerange': 'moderate', 'hotel-internet': 'yes', 'hotel-name': 'acorn guest house', 'hotel-area': 'south', 'hotel-stars': '4'} [utterance_sys] aylesbray lodge guest house meets all of your requirement -s . are you okay with the hotel type being a guest house ? [utterance_usr] yep sure , why not ?

[context] {'hotel-name': 'home from home', 'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '4', 'hotel-type': 'hotel'} [utterance_sys] it does not show how many stars it has . shall i keep looking ? [utterance_usr] i am fairly certain that it should show how many stars the hotel has . [belief_state] {'hotel-name': 'home from home', 'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '4'}

[context] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'tang chinese', 'restaurant-area': 'centre', 'hotel-pricerange': 'expensive', 'hotel-internet': 'yes'} [utterance_sys] is there an area of town you would prefer ? [utterance_usr] no area in specific , however i would like free parking as well [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] {'restaurant-pricerange': 'expensive', 'restaurant-area': 'north', 'restaurant-name': 'the hotpot', 'hotel-name': 'rosas bed and breakfast', 'hotel-book stay': '4', 'hotel-book day': 'thursday', 'hotel-book people': '1'} [utterance_sys] the reference number is 0xwiwmi1 can i assist with anything else ? [utterance_usr] no thats it thanks for your help .

[context] {'restaurant-name': 'bedouin', 'hotel-book day': 'thursday', 'hotel-book people': '4', 'hotel-book stay': '3', 'hotel-name': 'alexander bed and breakfast', 'hotel-area': 'centre', 'hotel-parking': 'yes', 'hotel-internet': 'yes'} [utterance_sys] the bedouin is located at 100 mill road city centre and serves african food [utterance_usr] i see . i am sorry what is the postcode ? [belief_state] {'restaurant-name': 'bedouin', 'hotel-book day': 'thursday', 'hotel-book people': '4', 'hotel-book stay': '3', 'hotel-name': 'alexander bed and breakfast', 'hotel-area': 'centre', 'hotel-parking': 'yes', 'hotel-internet': 'yes'}

[context] {'restaurant-book day': 'tuesday', 'restaurant-book people': '1', 'restaurant-book time': '16:30', 'restaurant-food': 'modern european', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'de luca cucina and bar', 'hotel-name': 'alpha milton guest house', 'hotel-parking': 'no', 'hotel-stars': '3', 'hotel-type': 'guest house'} [utterance_sys] the address is 63 milton road . is there anything else i can do for you ? [utterance_usr] no that is great . thanks for all your help . [belief_state] {'restaurant-book day': 'tuesday', 'restaurant-book people': '1', 'restaurant-book time': '16:30', 'restaurant-food': 'modern european', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'de luca cucina and bar', 'hotel-name': 'alpha milton guest house', 'hotel-parking': 'no', 'hotel-stars': '3', 'hotel-type': 'guest house'}

[context] {'hotel-area': 'south', 'hotel-pricerange': 'moderate', 'hotel-stars': '3', 'hotel-type': 'guest house', 'hotel-name': 'bridge guest house', 'hotel-book stay': '5', 'hotel-book day': 'friday', 'hotel-book people': '7', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'south', 'restaurant-name': 'restaurant alimentum', 'restaurant-book time': '11:30', 'restaurant-book day': 'friday', 'restaurant-book people': '7'} [utterance_sys] i was able to book your table for friday at 11:30 for 7 people , your reference number is eo14chvw . is there anything else i can help you with ? [utterance_usr] yes , can you get me a taxi from the bridge guest house to restaurant alimentum . i would need to arrive by 11:30 .

[context] {'restaurant-food': 'spanish', 'restaurant-pricerange': 'moderate', 'hotel-book day': 'tuesday', 'hotel-book people': '7', 'hotel-book stay': '3', 'hotel-name': 'acorn guest house'} [utterance_sys] yes , la tasca matches your preferences . would you like their information ? [utterance_usr] i want to double check , is la tasca in the centre of town ? [belief_state] {'restaurant-food': 'spanish', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'la tasca', 'hotel-book day': 'tuesday', 'hotel-book people': '7', 'hotel-book stay': '3', 'hotel-name': 'acorn guest house'}

[context] {'restaurant-pricerange': 'moderate', 'restaurant-area': 'centre', 'attraction-type': 'college', 'attraction-name': 'christ college', 'attraction-area': 'centre'} [utterance_sys] the yippee noodle bar is in the centre and moderate -ly priced . would you like more information ? [utterance_usr] yes , i would like the post code . also , if you cannot get it for christ s college , do you know the entrance fee for downing college , by any chance ? [belief_state] {'restaurant-pricerange': 'moderate', 'restaurant-name': 'yippee noodle bar', 'restaurant-area': 'centre', 'attraction-type': 'college', 'attraction-name': 'christs college|downing college', 'attraction-area': 'centre'}

[context] {'hotel-name': 'el shaddia guest house', 'hotel-book stay': '4', 'hotel-book day': 'saturday', 'hotel-book people': '4', 'attraction-type': 'nightclub', 'attraction-area': 'dontcare'} [utterance_sys] club salsa is a really cool hot spot . they are located in the centre of the city and it s only 5 pounds per person to get in ! [utterance_usr] thank you . that is all for now . thanks for your help .

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

[context] {'hotel-name': 'acorn guest house', 'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '4', 'attraction-area': 'north'} [utterance_sys] what type of attraction are you looking at ? [utterance_usr] any kind , whatever you recommend . it should be located in the north . [belief_state] {'hotel-name': 'acorn guest house', 'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '4', 'attraction-type': 'dontcare', 'attraction-area': 'north'}

[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': 'cambridge', 'train-day': 'saturday', 'train-arriveby': '16:00', 'train-departure': 'broxbourne'} [utterance_sys] the tr 1412 arrives at 15:32 . will this be okay ? [utterance_usr] yes . please book it for 1 person . [belief_state] {'train-book people': '1', 'train-destination': 'cambridge', 'train-day': 'saturday', 'train-arriveby': '16:00', 'train-departure': 'broxbourne'}

[context] {'attraction-type': 'nightclub', 'attraction-name': 'club salsa', 'attraction-area': 'centre', 'train-destination': 'london kings cross', 'train-day': 'wednesday', 'train-arriveby': '12:00', 'train-departure': 'cambridge'} [utterance_sys] yes , it is tr3702 . how many tickets do you need ? [utterance_usr] actually , i do not think i will book that train just yet . thank you for all the info . that s all i needed . goodbye ! [belief_state] {'attraction-type': 'nightclub', 'attraction-name': 'club salsa', 'attraction-area': 'centre', 'train-destination': 'london kings cross', 'train-day': 'wednesday', 'train-arriveby': '12:00', 'train-departure': 'cambridge'}

[context] {'hotel-area': 'west', 'hotel-stars': '4', 'hotel-parking': 'yes', 'hotel-book stay': '1', 'hotel-book day': 'sunday', 'hotel-book people': '4'} [utterance_sys] perfect ! you have been booked and your reference number is dq0xvs0z . [utterance_usr] awesome . i am also looking for a train .

[context] {'attraction-type': 'museum'} [utterance_sys] i like cambridge artworks . it is in the east side . can i give you the address ? [utterance_usr] yes thank you . i would love to get the address there . [belief_state] {'attraction-type': 'museum'}

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

[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'} [utterance_sys] okay , shall i book this for you ? [utterance_usr] yes i would like to make these reservations .

[context] {'train-leaveat': '09:15', 'train-destination': 'ely', 'train-day': 'monday', 'train-departure': 'cambridge'} [utterance_sys] would you like me to book this for you ? [utterance_usr] yes , please book it for me . [belief_state] {'train-leaveat': '09:15', 'train-destination': 'ely', 'train-day': 'monday', 'train-departure': 'cambridge'}

[context] {'restaurant-food': 'european', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'north', 'attraction-type': 'swimming pool'} [utterance_sys] sure let s have you go to the jesus green outdoor pool , it s in the north and they are between victoria road and the river . [utterance_usr] okay , thank you ! what is their phone number ? [belief_state] {'restaurant-food': 'european', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'north', 'attraction-type': 'swimming pool'}

[context] {'taxi-destination': 'vue cinema', 'taxi-departure': 'la mimosa', 'taxi-leaveat': '08:30'} [utterance_sys] i can definitely help ! where are you departing from ? [utterance_usr] as i said , i will be leaving from la minosa .

[context] {'restaurant-food': 'mediterranean', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'la mimosa', 'restaurant-area': 'centre', 'train-leaveat': '16:45', 'train-destination': 'cambridge', 'train-day': 'monday'} [utterance_sys] there are 77 trains . where are you leaving from ? [utterance_usr] i'll be leaving from birmingham new street . [belief_state] {'restaurant-food': 'mediterranean', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'la mimosa', 'restaurant-area': 'centre', 'train-leaveat': '16:45', 'train-destination': 'cambridge', 'train-day': 'monday', 'train-departure': 'birmingham new street'}

[context] {'taxi-leaveat': '16:30', 'taxi-destination': 'london liverpool street train station', 'taxi-departure': 'bedouin'} [utterance_sys] no problem . the contact number is 07357977369 . can i help with anything else ? [utterance_usr] no thank you . [belief_state] {'taxi-leaveat': '16:30', 'taxi-destination': 'london liverpool street train station', 'taxi-departure': 'bedouin'}

[context] {} [utterance_sys] kirkwood house is a guest house located in the north at 172 chesterton road . their phone number is 01223306283 . is there anything else i can help you with ? [utterance_usr] i would like to this book hotel for 2 people and for 5 nights on friday , please .

[context] {'hotel-area': 'dontcare', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '3', 'hotel-type': 'guest house'} [utterance_sys] there are 3 including bridge guest house . [utterance_usr] ok , can you book me for 1 person for 5 nights starting on sunday ? [belief_state] {'hotel-book day': 'sunday', 'hotel-book people': '1', 'hotel-book stay': '5', 'hotel-name': 'bridge guest house', 'hotel-area': 'dontcare', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '3', 'hotel-type': 'guest house'}

[context] {'restaurant-food': 'british', 'restaurant-name': 'cotto', 'restaurant-area': 'dontcare'} [utterance_sys] cotto s phone number is 01223302010 . [utterance_usr] thank you , goodbye [belief_state] {'restaurant-food': 'british', 'restaurant-name': 'cotto', 'restaurant-area': 'dontcare'}

[context] {'hotel-pricerange': 'expensive', 'hotel-area': 'south'} [utterance_sys] the lensfield hotel is a nice place [utterance_usr] is the lensfield a 4 star hotel ?

[context] {} [utterance_sys] [utterance_usr] i am looking for an expensive 4 star hotel . [belief_state] {'hotel-pricerange': 'expensive', 'hotel-stars': '4'}

[context] {'attraction-type': 'museum', 'attraction-area': 'centre'} [utterance_sys] how about the broughton house gallery ? it s a very nice place to visit ! [utterance_usr] sounds great ! can i get their address and postcode ? [belief_state] {'attraction-type': 'museum', 'attraction-name': 'broughton house gallery', 'attraction-area': 'centre'}

[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] {'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'curry garden', 'restaurant-area': 'centre', 'attraction-type': 'entertainment', 'attraction-area': 'dontcare'} [utterance_sys] unfortunately with the way price -s fluctuate sometimes our systems can not find the current entrance fee for place -s . can i give you any other information ? [utterance_usr] no , that should be all , thanks . [belief_state] {'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'curry garden', 'restaurant-area': 'centre', 'attraction-type': 'entertainment', 'attraction-area': 'dontcare'}

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

[context] {'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] you are very welcome . are you sure you do not need me to book that hotel for you ? i would just need a few items of information . [utterance_usr] no , i have changed my mind and will book it online later in the week . that s all i need . have a great day .

[context] {'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', 'train-book people': '5', 'train-destination': 'cambridge', 'train-day': 'monday', 'train-arriveby': '13:30', 'train-departure': 'london kings cross'} [utterance_sys] the train id for the 11:17 on monday to london kings cross is tr5720 . is there anything else that i can help you with today ? [utterance_usr] no , i think that s all that i am looking for , thank for the help ! [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', 'train-book people': '5', 'train-destination': 'cambridge', 'train-day': 'monday', 'train-arriveby': '13:30', 'train-departure': 'london kings cross'}

[context] {} [utterance_sys] [utterance_usr] can you find information about nightclubs ? [belief_state] {'attraction-type': 'nightclub'}

[context] {'hotel-name': 'hobsons house'} [utterance_sys] hobsons house is a 3 star , moderate -ly priced guest house in the west . would you like me to book a room for you ? [utterance_usr] yes i need accommodations for 8 people for 3 nights starting from sunday . i will also need a reference number once the arrangements are made .

[context] {'hotel-area': 'west', 'hotel-type': 'hotel'} [utterance_sys] there are 2 in that area . huntington marriott hotel and the cambridge belfry . do you have a price range in mind ? [utterance_usr] once you find the hotel you want to book it for 7 people and 3 nights starting from wednesday [belief_state] {'hotel-book day': 'wednesday', 'hotel-book people': '7', 'hotel-book stay': '3', 'hotel-area': 'west', 'hotel-type': 'hotel'}

[context] {'restaurant-pricerange': 'moderate', 'restaurant-area': 'north'} [utterance_sys] golden wok is a moderate -ly priced restaurant in the north part of town [utterance_usr] is there anything else ? [belief_state] {'restaurant-pricerange': 'moderate', 'restaurant-area': 'north'}

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

[context] {'hotel-name': 'leverton house', 'hotel-area': 'east', 'hotel-stars': '4', 'hotel-internet': 'yes', 'hotel-type': 'guest house'} [utterance_sys] they are located at 732734 newmarket road , and postcode is cb58rs [utterance_usr] thank you . i am also looking for a venetian restaurant on the east side as well . [belief_state] {'restaurant-food': 'venetian', 'restaurant-area': 'east', 'hotel-name': 'leverton house', 'hotel-area': 'east', 'hotel-stars': '4', 'hotel-internet': 'yes', 'hotel-type': 'guest house'}

[context] {'train-departure': 'broxbourne'} [utterance_sys] i am sorry . do you want info or to book the train ? the cost is 17.90 per ticket . [utterance_usr] i do not need to book at the moment . however , i was also interested in finding a restaurant for friday . [belief_state] {'train-departure': 'broxbourne'}

[context] {'hotel-stars': '4', 'hotel-internet': 'yes', 'hotel-pricerange': 'cheap'} [utterance_sys] the cambridge belfry is a match to your request . would you like to book a room there ? [utterance_usr] yes , please book it for 6 people for 4 nights starting saturday . i'll need the reference number when it is booked . thank you .

[context] {'hotel-area': 'west', 'hotel-parking': 'yes', 'hotel-internet': 'yes', 'hotel-type': 'hotel'} [utterance_sys] the cambridge belfry is an inexpensive , 4 star option on the west side with free wifi and free parking . [utterance_usr] yes , that sounds like a good choice . can you book it for me for 3 people starting saturday ? thanks [belief_state] {'hotel-area': 'west', 'hotel-parking': 'yes', 'hotel-internet': 'yes', 'hotel-type': 'hotel'}

[context] {} [utterance_sys] [utterance_usr] i am hoping to find an expensive place to dine out while i am visiting . [belief_state] {'restaurant-pricerange': 'expensive'}

[context] {'taxi-leaveat': '24:45'} [utterance_sys] where would you like to go to and from ? [utterance_usr] i need to go to worth house from stevenage train station .

[context] {'hotel-book day': 'saturday', 'hotel-book people': '1', 'hotel-book stay': '3', 'hotel-name': 'university arms hotel', 'attraction-type': 'museum', 'attraction-area': 'west'} [utterance_sys] sure , which direction will you need to travel and when ? [utterance_usr] from the hotel to the museum , leaving by 22:00 . [belief_state] {'taxi-leaveat': '22:00', 'taxi-destination': 'lynne strover gallery', 'taxi-departure': 'university arms hotel', 'hotel-book day': 'saturday', 'hotel-book people': '1', 'hotel-book stay': '3', 'hotel-name': 'university arms hotel', 'attraction-type': 'museum', 'attraction-area': 'west'}

[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] {} [utterance_sys] certainly , there are many trains going to leicester . where is your departure location ? [utterance_usr] i will need to leave from cambridge .

[context] {'restaurant-book day': 'saturday', 'restaurant-book people': '8', 'restaurant-book time': '14:45', 'restaurant-name': 'backstreet bistro', 'train-destination': 'cambridge', 'train-day': 'saturday'} [utterance_sys] certainly . there are many trains into cambridge . where would you like to depart from , and do you have a preferred departure or arrival time ? [utterance_usr] i would like a train that departs from stevenage and arrives by 11:15 . [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] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'north', 'train-destination': 'ely', 'train-day': 'tuesday', 'train-arriveby': '20:00', 'train-departure': 'cambridge'} [utterance_sys] they are in the north , postcode is cb41ep . expensive and their phone number is 01223568988 . that was for hakka . [utterance_usr] can you go ahead and make that reservation for me please . for 6 people at 14:30 [belief_state] {'restaurant-book people': '6', 'restaurant-book time': '14:30', 'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'hakka', 'restaurant-area': 'north', 'train-destination': 'ely', 'train-day': 'tuesday', 'train-arriveby': '20:00', 'train-departure': 'cambridge'}

[context] {'hotel-name': 'kirkwood house'} [utterance_sys] yes , they do have internet . would you like me to make a reservation for you ? [utterance_usr] no , thanks . i am just looking for information at the moment . could you tell me anything about the tenpin , it s an attraction .

[context] {'attraction-type': 'park', 'attraction-area': 'east'} [utterance_sys] yes we have cherry hinton water play park . [utterance_usr] yes , that sounds like someplace for me to visit . is it free ? also , i'll need the postcode and phone number . [belief_state] {'attraction-type': 'park', 'attraction-name': 'cherry hinton water play', 'attraction-area': 'east'}

[context] {'restaurant-food': 'modern european', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'south'} [utterance_sys] yes it is . would you like me to book it for you ? [utterance_usr] yes , book for 7 people at 15:30 on friday please . [belief_state] {'restaurant-book day': 'friday', 'restaurant-book people': '7', 'restaurant-book time': '15:30', 'restaurant-food': 'modern european', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'south'}

[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'} [utterance_sys] it does have wifi . would you like to book it ? [utterance_usr] i do not want to book it yet . but can you tell me if it has free parking ?

[context] {} [utterance_sys] [utterance_usr] i am looking for a guest house with free parking . [belief_state] {'hotel-parking': 'yes', 'hotel-type': 'guest house'}

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

[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] okay i have done that for you . your reference number ineqvbmn . [utterance_usr] that is all i need today . thank you for all of your help . [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] {'hotel-area': 'centre', 'hotel-pricerange': 'moderate', 'hotel-stars': '4', 'hotel-internet': 'yes'} [utterance_sys] i am sorry but there are no hotel -s in the center of town matching your request . would you like try a different part of town , price range , or star rating . [utterance_usr] can you check the north part of town ? [belief_state] {'hotel-area': 'north', 'hotel-pricerange': 'moderate', 'hotel-stars': '4', 'hotel-internet': 'yes'}

[context] {} [utterance_sys] did you need tickets for that train ? [utterance_usr] not right now , but thanks for asking . i was wondering if there are any parks on the south side of town , though .

[context] {} [utterance_sys] [utterance_usr] hi , i would like some suggestions for entertainment venue -s to visit in the south part of town . [belief_state] {'attraction-type': 'entertainment', 'attraction-area': 'south'}

[context] {} [utterance_sys] i have found 79 place -s for you to go . do you have any specific ideas in mind ? [utterance_usr] i would like a sports place in the centre please . [belief_state] {'attraction-type': 'multiple sports', 'attraction-area': 'centre'}

[context] {'hotel-area': 'east', 'hotel-pricerange': 'dontcare', 'hotel-stars': '2', 'hotel-name': 'express by holiday inn cambridge', 'hotel-book stay': '3', 'hotel-book people': '1', 'hotel-book day': 'monday'} [utterance_sys] how many people will be staying ? [utterance_usr] it will be just me .

[context] {'hotel-book day': 'sunday', 'hotel-book stay': '4', 'hotel-name': 'hobsons house', 'hotel-pricerange': 'moderate', 'hotel-stars': '3', 'hotel-internet': 'yes'} [utterance_sys] how many people are in your party ? [utterance_usr] oh , yeah , 5 people , please . [belief_state] {'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'}

[context] {} [utterance_sys] [utterance_usr] hello , i am looking for an expensive restaurant that is on the east side of town . [belief_state] {'restaurant-pricerange': 'expensive', 'restaurant-area': 'east'}

[context] {} [utterance_sys] you are welcome ! is there anything else i can help you with ? [utterance_usr] that s all actually . thanks and bye !

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

[context] {'restaurant-book day': 'thursday', 'restaurant-book people': '7', 'restaurant-book time': '16:15', 'restaurant-food': 'spanish', 'restaurant-pricerange': 'cheap', 'restaurant-area': 'centre'} [utterance_sys] we do not have another spanish restaurant . would you like chinese or italian perhaps ? [utterance_usr] can you look for chinese restaurant -s please . [belief_state] {'restaurant-book day': 'thursday', 'restaurant-book people': '7', 'restaurant-book time': '16:15', 'restaurant-food': 'chinese', 'restaurant-pricerange': 'cheap', 'restaurant-area': 'centre'}

[context] {'attraction-type': 'architecture', 'attraction-area': 'centre', 'attraction-name': 'old schools', 'train-day': 'friday', 'train-arriveby': '17:15', 'train-book people': '7'} [utterance_sys] excellent ! you are booked with reference number nkd56z46 . may i help with anything else ? [utterance_usr] no thank you . thanks for your help .

[context] {'attraction-type': 'architecture', 'attraction-area': 'centre'} [utterance_sys] i found old schools on trinity ln , postcode cb21tt . entrance is free . would you like to go there ? [utterance_usr] no , that s all . goodbye ! [belief_state] {'attraction-type': 'architecture', 'attraction-area': 'centre'}

[context] {} [utterance_sys] [utterance_usr] i am looking for some place to go in the town centre . something sports related . [belief_state] {'attraction-type': 'multiple sports', 'attraction-area': 'centre'}

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

[context] {'restaurant-book day': 'saturday', 'restaurant-book people': '5', 'restaurant-book time': '13:30', 'restaurant-food': 'italian', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'don pasquale pizzeria', 'restaurant-area': 'centre', 'train-book people': '5', 'train-destination': 'leicester', 'train-day': 'saturday', 'train-arriveby': '16:00', 'train-departure': 'cambridge'} [utterance_sys] oh , yes , i am sorry . the reference number is p0x6x7az . [utterance_usr] thank you for your help , that is all i need for today . [belief_state] {'restaurant-book day': 'saturday', 'restaurant-book people': '5', 'restaurant-book time': '13:30', 'restaurant-food': 'italian', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'don pasquale pizzeria', 'restaurant-area': 'centre', 'train-book people': '5', 'train-destination': 'leicester', 'train-day': 'saturday', 'train-arriveby': '16:00', 'train-departure': 'cambridge'}

[context] {'attraction-type': 'college', 'attraction-area': 'centre'} [utterance_sys] yes , there are 13 colleges located in the centre . can i help you narrow down the results ? [utterance_usr] sure , i would like the largest college available [belief_state] {'attraction-type': 'college', 'attraction-area': 'centre'}

[context] {'train-destination': 'cambridge', 'train-day': 'friday', 'train-arriveby': '10:30', 'train-departure': 'london kings cross', 'hotel-stars': '4', 'hotel-internet': 'yes', 'hotel-pricerange': 'moderate', 'hotel-area': 'west', 'hotel-name': 'cambridge belfry'} [utterance_sys] the cambridge belfry is located at back lane , cambourne . can i provide you with any other information ? [utterance_usr] no that is it . thank you .

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

[context] {} [utterance_sys] [utterance_usr] i am looking for a guest house that has free parking . [belief_state] {'hotel-parking': 'yes', 'hotel-type': 'guest house'}

[context] {} [utterance_sys] they are located at 5 greens road [utterance_usr] that is their postcode and phone number , please ?

[context] {'attraction-name': 'kings hedges learner pool', 'train-book people': '2', 'train-leaveat': '08:00', 'train-destination': 'stevenage', 'train-day': 'sunday', 'train-departure': 'cambridge'} [utterance_sys] kings hedges leaner pool is located at jedburgh court , kings hedges . their phone number is 1223353248 . [utterance_usr] what is the postcode ? [belief_state] {'attraction-name': 'kings hedges learner pool', 'train-book people': '2', 'train-leaveat': '08:00', 'train-destination': 'stevenage', 'train-day': 'sunday', 'train-departure': 'cambridge'}

[context] {'hotel-book day': 'wednesday', 'hotel-book people': '8', 'hotel-book stay': '5', 'hotel-parking': 'yes', 'hotel-pricerange': 'cheap', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'train-destination': 'cambridge'} [utterance_sys] great what is your departure city and what time would you like to leave ? [utterance_usr] i would like to leave after 19:00 the departure city is peterborough . i am looking to leave the same day as the hotel booking . [belief_state] {'hotel-book day': 'wednesday', 'hotel-book people': '8', 'hotel-book stay': '5', 'hotel-parking': 'yes', 'hotel-pricerange': 'cheap', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'train-destination': 'cambridge', 'train-day': 'wednesday', '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] {'taxi-leaveat': '05:45', 'taxi-destination': 'cambridge artworks', 'taxi-departure': 'yu garden', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'east', 'attraction-type': 'museum', 'attraction-area': 'east'} [utterance_sys] i was able to book that taxi . it is a yellow skoda and the contact number is 07277729993 . [utterance_usr] thank you , that s all i need today . [belief_state] {'taxi-leaveat': '05:45', 'taxi-destination': 'cambridge artworks', 'taxi-departure': 'yu garden', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'east', 'attraction-type': 'museum', 'attraction-area': 'east'}

[context] {'taxi-leaveat': '02:00', 'taxi-destination': 'alexander bed and breakfast', 'taxi-departure': 'bedouin', 'restaurant-name': 'bedouin', 'hotel-book day': 'thursday', 'hotel-book people': '4', 'hotel-book stay': '3', 'hotel-name': 'alexander bed and breakfast', 'hotel-area': 'centre', 'hotel-parking': 'yes', 'hotel-internet': 'yes'} [utterance_sys] i have a taxi that will arrive at 02:00 . the taxi will be a white audi and you can contact them at 07924317108 . anything else ? [utterance_usr] no , that will be all , thank you . [belief_state] {'taxi-leaveat': '02:00', 'taxi-destination': 'alexander bed and breakfast', 'taxi-departure': 'bedouin', 'restaurant-name': 'bedouin', 'hotel-book day': 'thursday', 'hotel-book people': '4', 'hotel-book stay': '3', 'hotel-name': 'alexander bed and breakfast', 'hotel-area': 'centre', 'hotel-parking': 'yes', 'hotel-internet': 'yes'}

[context] {} [utterance_sys] i can help you find a train or a taxi , depending on where you are departing from . [utterance_usr] from norwich to cambridge please .

[context] {} [utterance_sys] [utterance_usr] can you help me find a train leaving tuesday from norwich ? thanks . [belief_state] {'train-day': 'tuesday', 'train-departure': 'norwich'}

[context] {'restaurant-book people': '8', 'restaurant-book time': '11:15', 'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'south'} [utterance_sys] for what day will this be for ? [utterance_usr] i would like the reservation for tuesday please . [belief_state] {'restaurant-book day': 'tuesday', 'restaurant-book people': '8', 'restaurant-book time': '11:15', 'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'south'}

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

[context] {} [utterance_sys] [utterance_usr] i would like information on the cambridge corn exchange

[context] {'attraction-type': 'theatre', 'attraction-area': 'centre'} [utterance_sys] there are 4 theatres in the centre . they are adc theatre , cambridge arts theatre , mumford theatre , and the cambridge corn exchange . [utterance_usr] can you tell me the postcode , entrance fee , and phone number of adc theatre ? [belief_state] {'attraction-type': 'theatre', 'attraction-name': 'adc theatre', 'attraction-area': 'centre'}

[context] {'attraction-type': 'nightclub', 'attraction-name': 'club salsa', 'attraction-area': 'dontcare'} [utterance_sys] club salsa s address is 1 station road and their phone number is 07782218745 . [utterance_usr] okay , great ! thanks for your help ! [belief_state] {'attraction-type': 'nightclub', 'attraction-name': 'club salsa', 'attraction-area': 'dontcare'}

[context] {'restaurant-food': 'world', 'restaurant-area': 'centre', 'restaurant-pricerange': 'expensive'} [utterance_sys] the cambridge chop house is expensive and it s british food . is that okay ? [utterance_usr] no . try looking for a restaurant that serves korean food .

[context] {'restaurant-pricerange': 'expensive', 'restaurant-area': 'centre'} [utterance_sys] sure , i have 33 options for you [utterance_usr] are there any mediterranean restaurant -s ? [belief_state] {'restaurant-food': 'mediterranean', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'centre'}

[context] {'attraction-type': 'museum', 'attraction-area': 'west', 'train-destination': 'ely', 'train-departure': 'cambridge'} [utterance_sys] what day and time would you like to travel ? [utterance_usr] i need to leave for ely sometime after 8:30 on saturday . [belief_state] {'attraction-type': 'museum', 'attraction-area': 'west', 'train-leaveat': '08:30', 'train-destination': 'ely', 'train-day': 'saturday', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] there are many trains on sundays . do you have a departure point or destination in mind ? [utterance_usr] yes , departing from cambride going to london kings cross .

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

[context] {'train-destination': 'london liverpool street'} [utterance_sys] there are many trains that travel from cambridge to london liverpool street . what day and time would you like to travel ? [utterance_usr] i would like to leave friday and arrive by 17:45 . [belief_state] {'train-leaveat': '17:45', 'train-destination': 'london liverpool street', 'train-day': 'friday', 'train-departure': 'cambridge'}