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[context] {} [utterance_sys] your car type is the grey skoda and its contact number is 07506457479 . [utterance_usr] i need to go to travellers rest . is that ok ?

[context] {'hotel-name': 'hamilton lodge', 'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-type': 'guest house', 'attraction-type': 'park', 'attraction-area': 'north'} [utterance_sys] absolutely , what time do you prefer ? [utterance_usr] i want to leave milton county park by 06:15 to return to hamilton lodge , please . [belief_state] {'taxi-leaveat': '06:15', 'taxi-destination': 'hamilton lodge', 'taxi-departure': 'milton country park', 'hotel-name': 'hamilton lodge', 'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-type': 'guest house', 'attraction-type': 'park', 'attraction-area': 'north'}

[context] {'attraction-name': 'kings hedges learner pool'} [utterance_sys] yes i can . would you like the phone number or address ? [utterance_usr] yes , please . i need the area and phone number . [belief_state] {'attraction-name': 'kings hedges learner pool'}

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

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

[context] {'hotel-parking': 'yes', 'hotel-stars': '0', 'attraction-type': 'swimming pool'} [utterance_sys] i , as a monopoly person am also a fan of free parking . 2 guest house meet your needs , 1 is in the north , the other in the centre , any preferences ? [utterance_usr] i really prefer a hotel to a guest house . how about a hotel with free parking and a 4 star rating [belief_state] {'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-type': 'hotel', 'attraction-type': 'swimming pool'}

[context] {'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '4', 'hotel-type': 'guest house', 'hotel-name': 'kirkwood house'} [utterance_sys] the postcode is cb4 1da . what else can i help you with today ? [utterance_usr] i need an architecture attraction to visit in the centre .

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

[context] {'train-book people': '6', 'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-arriveby': '19:45', 'train-departure': 'london kings cross'} [utterance_sys] ok , you have 6 seats reserved on tr5725 , ref# j7xp2z15 . get to bed early that s a 05:16 departure ! can i help with anything else today ? [utterance_usr] yes you can ! i am also looking for information about a place called cineworld cinema . do you have any details about it ? [belief_state] {'attraction-name': 'cineworld cinema', 'train-book people': '6', 'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-arriveby': '19:45', 'train-departure': 'london kings cross'}

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

[context] {} [utterance_sys] [utterance_usr] hello , can you please help me find a train that leaves on sunday . i would also like the train to go to peterborough . [belief_state] {'train-destination': 'peterborough', 'train-day': 'sunday'}

[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': 'maharajah tandoori restaurant', 'restaurant-book time': '16:00', 'restaurant-book day': 'monday', 'restaurant-book people': '5'} [utterance_sys] booking was successful . the table will be reserved for 15 minutes . reference number is : zb0ma4iz . may i help you further ? [utterance_usr] yes , i also need a train for the same day . we are coming from stevenage .

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

[context] {'restaurant-food': 'italian'} [utterance_sys] i can suggest the pizza express in the centre . would you like more information on that ? [utterance_usr] please make a booking for a table of 2 at 16:15 on thursday and provide the reference number . i also need to look for a train . [belief_state] {'restaurant-book day': 'thursday', 'restaurant-book people': '2', 'restaurant-book time': '16:15', 'restaurant-food': 'italian', 'restaurant-name': 'pizza express'}

[context] {'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-name': 'ashley hotel', 'restaurant-food': 'european', 'restaurant-pricerange': 'expensive'} [utterance_sys] i have 5 restaurant -s that fit your description ? what area of town would you like the restaurant to be on ? centre , north , or west . [utterance_usr] area does not matter , i just need expensive please .

[context] {'restaurant-food': 'italian', 'restaurant-pricerange': 'cheap'} [utterance_sys] if you do not have a preference of area , i recommend la margherita in the west . [utterance_usr] sounds great , what is their phone number and address ? [belief_state] {'restaurant-food': 'italian', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'la margherita'}

[context] {'hotel-book day': 'thursday', 'hotel-book people': '4', 'hotel-book stay': '5', 'hotel-name': 'home from home'} [utterance_sys] yes your booking was successful and your reference number is z7xfcshu . [utterance_usr] i am also looking for an indian restaurant that is located in the centre ? [belief_state] {'restaurant-food': 'indian', 'restaurant-area': 'centre', 'hotel-book day': 'thursday', 'hotel-book people': '4', 'hotel-book stay': '5', 'hotel-name': 'home from home'}

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

[context] {'restaurant-area': 'west', 'attraction-type': 'museum', 'attraction-name': 'cafe jello gallery', 'attraction-area': 'west'} [utterance_sys] i found a nice restaurant for you called saint johns chop house . it s not too pricey and tastes great ! [utterance_usr] thank you ! is it a european restaurant ? [belief_state] {'restaurant-name': 'saint johns chop house', 'restaurant-area': 'west', 'attraction-type': 'museum', 'attraction-name': 'cafe jello gallery', 'attraction-area': 'west'}

[context] {'attraction-name': 'kettles yard', 'train-destination': 'bishops stortford', 'train-arriveby': '11:30', 'train-day': 'monday', 'train-book people': '7', 'train-leaveat': 'dontcare'} [utterance_sys] i booked train tr7169 for 7 tickets . the price will be 70.7 gbp which is payable at the station . the train leaves at 9:29 and arrives by 10:07 . ref . vu01lyc5 [utterance_usr] thank you so much . that s all i needed for now .

[context] {'restaurant-book day': 'monday', 'restaurant-book people': '3', 'restaurant-book time': '11:45', 'restaurant-food': 'indian', 'restaurant-area': 'east'} [utterance_sys] great , is there anything else i can do for you today ? [utterance_usr] no , that s all i need , thank you for your help . [belief_state] {'restaurant-book day': 'monday', 'restaurant-book people': '3', 'restaurant-book time': '11:45', 'restaurant-food': 'indian', 'restaurant-area': 'east'}

[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-destination': 'cambridge', 'train-day': 'monday', 'train-arriveby': '13:30', 'train-departure': 'london kings cross'} [utterance_sys] how many people would you like to book it for ? [utterance_usr] 5 people [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] {'hotel-parking': 'dontcare', 'hotel-area': 'south', 'hotel-name': 'lensfield hotel'} [utterance_sys] the lensfield hotel is expensive . [utterance_usr] is there a moderate place in the in the south that has free parking ?

[context] {'hotel-name': 'university arms hotel'} [utterance_sys] university arms hotel is an expensive 4 star hotel in the centre of town on regent street . the hotel has internet and parking . would you like me to book you a room ? [utterance_usr] yes , i need 3 nights for 1 person starting from saturday and the reference number . [belief_state] {'hotel-book day': 'saturday', 'hotel-book people': '1', 'hotel-book stay': '3', 'hotel-name': 'university arms hotel'}

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

[context] {} [utterance_sys] i would be happy to help you with that ! what day are you planning to travel ? [utterance_usr] i am planning on traveling on wednesday .

[context] {'train-destination': 'ely', 'train-departure': 'cambridge'} [utterance_sys] what day would you like to travel , and at what time do you want to leave ? [utterance_usr] i would like to travel on saturday , but i do not want to leave until after 19:30 . [belief_state] {'train-leaveat': '19:30', 'train-destination': 'ely', 'train-day': 'saturday', 'train-departure': 'cambridge'}

[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] {'hotel-parking': 'no', 'hotel-internet': 'yes', 'hotel-pricerange': 'cheap', 'hotel-area': 'south', 'hotel-name': 'rosas bed and breakfast'} [utterance_sys] yes it is in the south part of town and has a 4 star rating . can i book a room for you ? [utterance_usr] yes , please book this for 4 people for 3 nights starting on thursday .

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

[context] {'restaurant-book day': 'wednesday', 'restaurant-book people': '3', 'restaurant-book time': '11:00', 'restaurant-food': 'indian', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'curry prince', 'restaurant-area': 'dontcare', 'hotel-name': 'hobsons house', 'hotel-area': 'dontcare', 'hotel-pricerange': 'moderate', 'hotel-stars': '3', 'hotel-type': 'guest house'} [utterance_sys] their phone number is 01223304906 and postcode cb39lh [utterance_usr] that s all i need today . thank you for your help . [belief_state] {'restaurant-book day': 'wednesday', 'restaurant-book people': '3', 'restaurant-book time': '11:00', 'restaurant-food': 'indian', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'curry prince', 'restaurant-area': 'dontcare', 'hotel-name': 'hobsons house', 'hotel-area': 'dontcare', 'hotel-pricerange': 'moderate', 'hotel-stars': '3', 'hotel-type': 'guest house'}

[context] {} [utterance_sys] [utterance_usr] i am looking for a guest house that i can stay in . free parking is also an added advantage .

[context] {'hotel-area': 'south', 'hotel-internet': 'yes'} [utterance_sys] there are a handful of location -s in the area that suit your needs . i would recommend rosa s bed and breakfast , a 4 star hotel with free wifi at an affordable price . [utterance_usr] that sounds great , as long as it has free parking and is a guest house type of hotel . [belief_state] {'hotel-area': 'south', 'hotel-parking': 'yes', 'hotel-internet': 'yes', 'hotel-type': 'guest house'}

[context] {'hotel-pricerange': 'cheap', 'hotel-stars': '4', 'hotel-type': 'hotel'} [utterance_sys] the cambridge belfry is a cheap hotel with a 4 star rating . it s at back lane , cambourne . can i book it ? [utterance_usr] is that a guest house ? that is the type i am looking for . [belief_state] {'hotel-pricerange': 'cheap', 'hotel-stars': '4', 'hotel-type': 'guest house'}

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

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

[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-leaveat': '15:30', 'train-destination': 'leicester', 'train-day': 'friday', 'train-departure': 'cambridge'} [utterance_sys] tr0094 leaves at 16:21 on friday . can i book it for you ? [utterance_usr] yes , please . could you book 8 tickets ? [belief_state] {'train-book people': '8', 'train-leaveat': '15:30', 'train-destination': 'leicester', 'train-day': 'friday', 'train-departure': 'cambridge'}

[context] {'restaurant-pricerange': 'moderate', 'restaurant-area': 'north'} [utterance_sys] the nirala is moderate -ly priced restaurant in the north of town as well . [utterance_usr] what kind of food does the nirala serve ? [belief_state] {'restaurant-pricerange': 'moderate', 'restaurant-name': 'nirala', 'restaurant-area': 'north'}

[context] {'attraction-type': 'museum', 'attraction-area': 'centre', 'attraction-name': 'castle galleries', 'hotel-type': 'guest house', 'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-name': 'acorn guest house', 'hotel-book stay': '4', 'hotel-book day': 'sunday', 'hotel-book people': '3', 'taxi-destination': 'castle galleries', 'taxi-departure': 'acorn guest house', 'taxi-leaveat': '05:15'} [utterance_sys] sure ! i have set that up . booked car type is a white toyota and the contact number is 07365958401 . [utterance_usr] thank you so much for your help . that was all i needed .

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

[context] {} [utterance_sys] [utterance_usr] i will need to take a train here from london kings cross , i will need ot get here by 19:45 . [belief_state] {'train-destination': 'cambridge', 'train-arriveby': '19:45', 'train-departure': 'london kings cross'}

[context] {} [utterance_sys] [utterance_usr] i am planning a trip , can you help with find place -s to go ?

[context] {'attraction-type': 'museum', 'attraction-area': 'west'} [utterance_sys] yes , the postcode is cb30af . entrance is free ! what else can i help you with today ? [utterance_usr] yes , i am also looking for a hotel called the lovell lodge . can you help me find information about this hotel ? [belief_state] {'hotel-name': 'lovell lodge', 'attraction-type': 'museum', 'attraction-area': 'west'}

[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] {} [utterance_sys] we have acorn guest house , arbury lodge guest house , archway house , avalon , hamilton lodge , home from home , kirkwood house , or limehouse ? [utterance_usr] can you book the limehouse for 1 person to stay 4 nights starting saturday ?

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

[context] {'hotel-area': 'dontcare', 'hotel-stars': '2', 'hotel-internet': 'yes', 'train-book people': '2', 'train-leaveat': '15:00', 'train-destination': 'peterborough', 'train-day': 'sunday'} [utterance_sys] there are 3 matches for your preferences . i recommend ashley hotel . [utterance_usr] okay , please book that for 2 people and 5 nights starting tuesday . i'll need a reference number . [belief_state] {'hotel-book day': 'tuesday', 'hotel-book people': '2', 'hotel-book stay': '5', 'hotel-name': 'ashley hotel', 'hotel-area': 'dontcare', 'hotel-stars': '2', 'hotel-internet': 'yes', 'train-book people': '2', 'train-leaveat': '15:00', 'train-destination': 'peterborough', 'train-day': 'sunday'}

[context] {'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-name': 'acorn guest house', 'train-destination': 'cambridge', 'train-leaveat': '19:00', 'train-departure': 'ely', 'train-day': 'saturday', 'train-book people': '1'} [utterance_sys] okay , it s train tr4288 and the duration is 17 minutes . can i help you with something else ? [utterance_usr] thanks . i am all set for today . you have been very helpful !

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

[context] {'train-departure': 'broxbourne'} [utterance_sys] did you need the train number or price today ? [utterance_usr] yes can i please get that ? [belief_state] {'train-departure': 'broxbourne'}

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

[context] {} [utterance_sys] [utterance_usr] greetings , got any british food place -s in town ? [belief_state] {'restaurant-food': 'british'}

[context] {'restaurant-pricerange': 'cheap', 'restaurant-area': 'west'} [utterance_sys] i have 2 choices in that area and price range . would you prefer italian or vietnamese ? [utterance_usr] i would prefer vietnamese . [belief_state] {'restaurant-food': 'vietnamese', 'restaurant-pricerange': 'cheap', 'restaurant-area': 'west'}

[context] {'restaurant-pricerange': 'expensive', 'restaurant-area': 'centre', 'restaurant-food': 'dontcare', 'train-departure': 'birmingham new street', 'train-leaveat': '21:15', 'train-destination': 'cambridge', 'train-day': 'tuesday'} [utterance_sys] i would recommend the train leaving at 21:40 and arriving to cambridge by 24:23 . [utterance_usr] that sounds great , could you tell me the travel time for that first please ?

[context] {'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-arriveby': '11:30', 'train-departure': 'bishops stortford'} [utterance_sys] ok , the tr0635 arrives at 10:07 . [utterance_usr] what time does the train depart ? what is the price and total travel time ? [belief_state] {'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-arriveby': '11:30', 'train-departure': 'bishops stortford'}

[context] {'hotel-book day': 'wednesday', 'hotel-book people': '7', 'hotel-book stay': '3', 'hotel-area': 'west', 'hotel-type': 'hotel'} [utterance_sys] i have successfully booked you at huntington marriott hotel . reference number is g1wb5wlo . do you need anything else ? [utterance_usr] thank you for the booking . i also want to visit an attraction in the east , something fun involving a boat . [belief_state] {'hotel-book day': 'wednesday', 'hotel-book people': '7', 'hotel-book stay': '3', 'hotel-area': 'west', 'hotel-type': 'hotel', 'attraction-type': 'boat', 'attraction-area': 'east'}

[context] {'hotel-parking': 'no', 'hotel-pricerange': 'expensive', 'hotel-area': 'west', 'hotel-internet': 'yes', 'hotel-name': 'huntingdon marriott hotel', 'hotel-book stay': '4', 'hotel-book day': 'wednesday', 'hotel-book people': '5', 'train-departure': 'cambridge', 'train-arriveby': '10:45'} [utterance_sys] ok , and what day would you want to leave ? [utterance_usr] actually , i want to go to birmingham new street on sunday , please .

[context] {'hotel-book day': 'wednesday', 'hotel-book people': '4', 'hotel-book stay': '2', 'hotel-area': 'dontcare', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '3', 'hotel-type': 'guest house'} [utterance_sys] is there anything else ? [utterance_usr] yes , i am looking for a train the same day that will be going to cambridge . can you help me ? [belief_state] {'hotel-book day': 'wednesday', 'hotel-book people': '4', 'hotel-book stay': '2', 'hotel-area': 'dontcare', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '3', 'hotel-type': 'guest house', 'train-destination': 'cambridge', 'train-day': 'wednesday'}

[context] {} [utterance_sys] [utterance_usr] i am looking for a guest house to stay in that is cheap . [belief_state] {'hotel-pricerange': 'cheap', 'hotel-type': 'guest house'}

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

[context] {} [utterance_sys] certainly , do you have any special requests or preferences ? [utterance_usr] i would love a guest house but i do need wifi . do you have any like that ? [belief_state] {'hotel-internet': 'yes', 'hotel-type': 'guest house'}

[context] {'restaurant-food': 'international', 'restaurant-area': 'west'} [utterance_sys] sorry but there is not matching restaurant -s serving international food in the west . [utterance_usr] is there any restaurant in the east that serves international food ? [belief_state] {'restaurant-food': 'international', 'restaurant-area': 'east'}

[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] done ! your reference number is ygwrzx9d . can i help you with anything else ? [utterance_usr] i would also like to book a train departing from cambridge on saturday .

[context] {} [utterance_sys] [utterance_usr] i need a train that leaves on tuesday and should depart from cambridge . [belief_state] {'train-day': 'tuesday', 'train-departure': 'cambridge'}

[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] {} [utterance_sys] i have booked table at bedouin for you at 14:15 . the table will be reserved for 15 minutes . your reference number is k6qafbcr . [utterance_usr] thank you , i also need a train that will arrive by 14:45 on saturday

[context] {'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] {'hotel-book day': 'saturday', 'hotel-book people': '4', 'hotel-book stay': '2', 'hotel-area': 'east', 'hotel-pricerange': 'moderate', 'hotel-type': 'guest house', 'train-destination': 'stansted airport', 'train-departure': 'cambridge'} [utterance_sys] what day would you like to travel ? [utterance_usr] i would like to leave on monday after 8:30 to go to the stansted airport . [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-leaveat': '08:30', 'train-destination': 'stansted airport', 'train-day': 'monday', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] i actually only have 1 concerthall located in the centre of town . it is called the man on the moon . is there any other information you need for them ? [utterance_usr] how about a nightclub on the south side of town .

[context] {'restaurant-pricerange': 'moderate'} [utterance_sys] do you have a preference on area ? [utterance_usr] it should be in the west part of town . [belief_state] {'restaurant-pricerange': 'moderate', 'restaurant-area': 'west'}

[context] {'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive'} [utterance_sys] i have about 14 different options . did you prefer a certain area of town to dine in ? [utterance_usr] i would like 1 in the west . [belief_state] {'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'west'}

[context] {'train-leaveat': '14:00', 'train-destination': 'stevenage', 'train-day': 'saturday', 'train-arriveby': '14:00', 'train-departure': 'cambridge', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'centre', 'restaurant-food': 'chinese'} [utterance_sys] i have 4 options . hk fusion is an excellent choice . [utterance_usr] ok , can i please book a table for 6 people at 11:15 on the same day ?

[context] {'attraction-area': 'west', 'train-destination': 'stevenage', 'train-day': 'saturday', 'train-arriveby': '12:15', 'train-departure': 'cambridge'} [utterance_sys] in order for me to get you a price , i have to know how many people are in your party . [utterance_usr] again , i just need to know the price of a ticket , the train id , and the duration of the train ride between cambridge and stevenage . [belief_state] {'attraction-area': 'west', 'train-destination': 'stevenage', 'train-day': 'saturday', 'train-arriveby': '12:15', 'train-departure': 'cambridge'}

[context] {'train-destination': 'norwich'} [utterance_sys] great . on which day will you be traveling ? [utterance_usr] i will be leaving on sunday [belief_state] {'train-destination': 'norwich', 'train-day': 'sunday'}

[context] {} [utterance_sys] we need some more information . where are looking to eat ? [utterance_usr] i prefer to eat in the center of town , please .

[context] {} [utterance_sys] [utterance_usr] yes , i am looking for a cheap place to eat on the east side . do you know of anything ? [belief_state] {'restaurant-pricerange': 'cheap', 'restaurant-area': 'east'}

[context] {} [utterance_sys] [utterance_usr] where is a good cheap singaporean place to eat ? [belief_state] {'restaurant-food': 'singaporean', 'restaurant-pricerange': 'cheap'}

[context] {} [utterance_sys] i can definitely help with that what time would you like to leave and and or arrive ? [utterance_usr] i need to arrive by 19:00 .

[context] {'restaurant-book day': 'wednesday', 'restaurant-book people': '1', 'restaurant-book time': '15:30', 'restaurant-food': 'italian', 'restaurant-pricerange': 'expensive', 'train-leaveat': '08:00', 'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-departure': 'broxbourne'} [utterance_sys] the trip will cost 17.90 pounds . [utterance_usr] yes i need it to go to cambridge , is that possible ? [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] {'taxi-destination': 'good luck', 'taxi-departure': 'aylesbray lodge guest house', 'taxi-arriveby': '13:00', 'restaurant-book day': 'monday', 'restaurant-book people': '4', 'restaurant-book time': '13:00', 'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'south', 'hotel-name': 'aylesbray lodge guest house', 'hotel-area': 'south', 'hotel-parking': 'yes'} [utterance_sys] alright i got your taxi and it will be a white volkswagen and your contact number is 07658312417 . will that be all for today ? [utterance_usr] no that is all . thank you ! [belief_state] {'taxi-destination': 'good luck', 'taxi-departure': 'aylesbray lodge guest house', 'taxi-arriveby': '13:00', 'restaurant-book day': 'monday', 'restaurant-book people': '4', 'restaurant-book time': '13:00', 'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'south', 'hotel-name': 'aylesbray lodge guest house', 'hotel-area': 'south', 'hotel-parking': 'yes'}

[context] {} [utterance_sys] [utterance_usr] i am looking for someplace to stay . i would like something expensive , and i do not need parking .

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

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

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

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

[context] {'restaurant-book day': 'saturday', 'restaurant-book people': '8', 'restaurant-book time': '14:45', 'restaurant-name': 'backstreet bistro'} [utterance_sys] a reservation for 8 people on saturday at 14:45 has been made with the reference number 79cmogur . is there anything else i can help you with today ? [utterance_usr] yes . i need to book a train on saturday that goes to cambridge . [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'}

[context] {} [utterance_sys] there are 33 restaurant -s that meet your needs . would you like to narrow it down by cuisine ? [utterance_usr] what is available for friday at 15:15 for 7 people ?

[context] {'restaurant-name': 'kymmoy'} [utterance_sys] kymmoy is an asian oriental restaurant located on 52 mill road city centre , cb12as . would you like a reservation ? [utterance_usr] yes i want to book a table for 7 people at 16:15 on wednesday . i want the reference number [belief_state] {'restaurant-book day': 'wednesday', 'restaurant-book people': '7', 'restaurant-book time': '16:15', 'restaurant-name': 'kymmoy'}

[context] {'hotel-book day': 'thursday', 'hotel-book people': '3', 'hotel-book stay': '4', 'hotel-name': 'alexander bed and breakfast', 'hotel-area': 'dontcare', 'hotel-pricerange': 'cheap', 'hotel-stars': '4', 'hotel-internet': 'yes'} [utterance_sys] alexander bed and breakfast is ideal for you . [utterance_usr] can you help me to locate a free attraction near the hotel ? [belief_state] {'hotel-book day': 'thursday', 'hotel-book people': '3', 'hotel-book stay': '4', 'hotel-name': 'alexander bed and breakfast', 'hotel-area': 'dontcare', 'hotel-pricerange': 'cheap', 'hotel-stars': '4', 'hotel-internet': 'yes', '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] {'taxi-leaveat': '19:15', 'taxi-destination': 'zizzi cambridge', 'taxi-departure': 'emmanuel college', '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', 'attraction-name': 'emmanuel college'} [utterance_sys] booking completed ! booked car type : yellow ford contact number : 07431638056 [utterance_usr] thank you for the information . i appreciate it . goodbye . [belief_state] {'taxi-leaveat': '19:15', 'taxi-destination': 'zizzi cambridge', 'taxi-departure': 'emmanuel college', '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', 'attraction-name': 'emmanuel college'}

[context] {} [utterance_sys] [utterance_usr] i am looking for a nightclub [belief_state] {'attraction-type': 'nightclub'}

[context] {} [utterance_sys] no , it is only 3 stars . it is the only expensive hotel in that area of town . would you like to look in a different area ? [utterance_usr] ok , how about something with 4 stars that is moderate -ly priced ?

[context] {'restaurant-food': 'hungarian', 'restaurant-area': 'centre'} [utterance_sys] i am sorry , there are no hungarian restaurant -s listed in the centre part of town . would you like to try something else ? [utterance_usr] how about turkish food ? [belief_state] {'restaurant-food': 'turkish', 'restaurant-area': 'centre'}

[context] {} [utterance_sys] [utterance_usr] can you help me find a moderate -ly priced hotel -s that has wifi ? [belief_state] {'hotel-pricerange': 'moderate', 'hotel-internet': 'yes'}

[context] {} [utterance_sys] yes i can tell you it s located on the west side and the admission is free and give you them her id and telephone number . [utterance_usr] thank you . what sort of attraction is it ?

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

[context] {} [utterance_sys] [utterance_usr] i am looking for hungarian food in the centre [belief_state] {'restaurant-food': 'hungarian', 'restaurant-area': 'centre'}

[context] {'restaurant-pricerange': 'cheap', 'restaurant-area': 'west', 'restaurant-name': 'la margherita', 'restaurant-book people': '4', 'hotel-area': 'west'} [utterance_sys] finches bed and breakfast is a cheap guest house on the west side of town . should i reserve you any rooms ? [utterance_usr] yes , that would be great . i'll need it booked for saturday , 4 nights , and 8 people . can i have the reference number please ?

[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] {'taxi-destination': 'castle galleries', 'taxi-departure': 'restaurant alimentum', 'restaurant-book day': 'friday', 'restaurant-book people': '7', 'restaurant-book time': '14:30', 'restaurant-food': 'modern european', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'south', 'attraction-name': 'castle galleries'} [utterance_sys] sure ! when would you like to leave and arrive by ? [utterance_usr] i would like to arrive at the restaurant in time for my booking . [belief_state] {'taxi-destination': 'castle galleries', 'taxi-departure': 'restaurant alimentum', 'taxi-arriveby': '14:30', 'restaurant-book day': 'friday', 'restaurant-book people': '7', 'restaurant-book time': '14:30', 'restaurant-food': 'modern european', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'south', 'attraction-name': 'castle galleries'}

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

[context] {'hotel-book day': 'tuesday', 'hotel-book people': '6', 'hotel-book stay': '5', 'hotel-name': 'ashley hotel', 'hotel-parking': 'yes', 'hotel-stars': '2'} [utterance_sys] i am sorry but that booking did not go through . shall i try another hotel for you ? [utterance_usr] yes 1 in the same price range . [belief_state] {'hotel-book day': 'tuesday', 'hotel-book people': '6', 'hotel-book stay': '5', 'hotel-parking': 'yes', 'hotel-stars': '2'}

[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] {'train-destination': 'broxbourne', 'train-day': 'monday', 'train-departure': 'cambridge'} [utterance_sys] okay , there are many departures on monday , is there a certain time of departure you had in mind ? [utterance_usr] yes , it should leave after 9:00 .

[context] {'attraction-name': 'all saints church', 'attraction-area': 'centre', 'train-leaveat': '08:30', 'train-destination': 'cambridge', 'train-day': 'sunday', 'train-departure': 'ely'} [utterance_sys] i have booked your order , your total is 28.16 [utterance_usr] may i have the reference number please ? [belief_state] {'attraction-name': 'all saints church', 'attraction-area': 'centre', 'train-book people': '8', 'train-leaveat': '08:30', 'train-destination': 'cambridge', 'train-day': 'sunday', 'train-departure': 'ely'}

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

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

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

[context] {'hotel-book day': 'saturday', 'hotel-book people': '5', 'hotel-book stay': '5', 'hotel-name': 'allenbell', 'hotel-area': 'east', 'hotel-pricerange': 'cheap', 'train-destination': 'peterborough', 'train-day': 'thursday', 'train-arriveby': '21:45', 'train-departure': 'cambridge'} [utterance_sys] how about tr2178 ? it arrives 21:24 . [utterance_usr] that s good . could you please tell me the price and departure time ? [belief_state] {'hotel-book day': 'saturday', 'hotel-book people': '5', 'hotel-book stay': '5', 'hotel-name': 'allenbell', 'hotel-area': 'east', 'hotel-pricerange': 'cheap', 'train-destination': 'peterborough', 'train-day': 'thursday', 'train-arriveby': '21:45', 'train-departure': 'cambridge'}

[context] {'restaurant-food': 'international', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'centre', 'restaurant-name': 'the varsity restaurant', 'restaurant-book time': '13:00', 'restaurant-book day': 'sunday', 'restaurant-book people': '4', 'train-destination': 'ely', 'train-arriveby': '21:30', 'train-day': 'monday'} [utterance_sys] would you like me to book a train for you leaving at 5:50 and arriving by 6:07 ? [utterance_usr] yes that time looks good . how much will it cost and what is the train id ?

[context] {'train-leaveat': '14:45', 'train-destination': 'stevenage', 'train-day': 'sunday', 'train-departure': 'cambridge'} [utterance_sys] i do not have any for that time frame , every train is running after 12:00 . i can book you for 1 that leaves at 15:21 . is that alright ? [utterance_usr] ok , the 15:21 going to stevange on sunday would be great . i'll need the price and train id as well please . [belief_state] {'train-leaveat': '14:45', 'train-destination': 'stevenage', 'train-day': 'sunday', 'train-departure': 'cambridge'}

[context] {'restaurant-food': 'modern european', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'darrys cookhouse and wine shop', 'restaurant-area': 'centre', 'attraction-type': 'multiple sports', 'attraction-area': 'centre'} [utterance_sys] we do not have any sports attractions in this area . is there another area i can help you with ? [utterance_usr] no . hmm . what about a concerthall ? [belief_state] {'restaurant-food': 'modern european', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'darrys cookhouse and wine shop', 'restaurant-area': 'centre', 'attraction-type': 'concert hall', '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'} [utterance_sys] 3 hotel -s pop up for you would you like expensive or cheap ? [utterance_usr] cheap hotel on the east side of town

[context] {'hotel-stars': '4', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'train-leaveat': '14:30', 'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-departure': 'broxbourne'} [utterance_sys] there are quite a few guest houses in cambridge that would meet your needs . do you have a preferred price range or area of town ? [utterance_usr] no preference on either . can you recommend me a place and can i get a postcode for that guest house ? [belief_state] {'hotel-area': 'dontcare', 'hotel-pricerange': 'dontcare', 'hotel-stars': '4', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'train-leaveat': '14:30', 'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-departure': 'broxbourne'}

[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] in what area of town would you like to dine ? [utterance_usr] an expensive restraunt in town centre that serves asian oriental food

[context] {} [utterance_sys] [utterance_usr] i am looking for an expensive australian place . [belief_state] {'restaurant-food': 'australian', 'restaurant-pricerange': 'expensive'}

[context] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'ugly duckling', 'restaurant-area': 'centre', 'attraction-name': 'castle galleries', 'attraction-area': 'centre'} [utterance_sys] their address is unit su43 , grande arcade , saint andrews street and their postcode is cb23bj . [utterance_usr] no that s all , thank you ! [belief_state] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'ugly duckling', 'restaurant-area': 'centre', 'attraction-name': 'castle galleries', 'attraction-area': 'centre'}

[context] {'train-destination': 'stevenage', 'train-day': 'thursday', 'train-arriveby': '10:30', 'train-departure': 'cambridge', 'hotel-parking': 'yes', 'hotel-area': 'north', 'hotel-internet': 'yes', 'hotel-name': 'acorn guest house', 'hotel-book stay': '2', 'hotel-book people': '1', 'hotel-type': 'hotel'} [utterance_sys] i just double checked . still no hotel -s in the north that meet your criteria . what about a guest house ? [utterance_usr] no , i need a hotel in the north with free parking , no other criteria . i do not need free internet .

[context] {'hotel-name': 'dontcare', 'hotel-area': 'north', 'hotel-pricerange': 'moderate', 'hotel-stars': '3', 'hotel-type': 'hotel'} [utterance_sys] there are no matches , would you like to check other location -s ? [utterance_usr] there are no 3 star hotel -s in the north with a moderate price ? [belief_state] {'hotel-name': 'dontcare', 'hotel-area': 'north', 'hotel-pricerange': 'moderate', 'hotel-stars': '3'}

[context] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'south', 'attraction-name': 'saint barnabas press gallery'} [utterance_sys] peking restaurant is int he expensive price range . [utterance_usr] could you get me a table for 1 at 17:15 on friday ? [belief_state] {'restaurant-book day': 'friday', 'restaurant-book people': '1', 'restaurant-book time': '17:15', 'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'south', 'attraction-name': 'saint barnabas press gallery'}

[context] {'train-book people': '5', 'train-leaveat': '07:27', 'train-destination': 'london liverpool street', 'train-day': 'friday', 'train-departure': 'cambridge', 'restaurant-food': 'british', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'the oak bistro', 'restaurant-book people': '5', 'restaurant-book time': '10:45', 'restaurant-book day': 'thursday'} [utterance_sys] thank you goodbye . [utterance_usr] sure thing . goodbye .

[context] {'restaurant-book day': 'saturday', 'restaurant-book people': '7', 'restaurant-book time': '16:00', 'restaurant-food': 'british', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'centre', 'hotel-area': 'centre', 'hotel-pricerange': 'moderate', 'hotel-type': 'hotel', 'train-leaveat': '16:15', 'train-destination': 'london kings cross', 'train-day': 'saturday', 'train-arriveby': '20:30'} [utterance_sys] i was able to reserve a spot for you at restaurant 17 . here is your reference number , 3hstwxs7 . [utterance_usr] that s all i need assistance with today . thank you . [belief_state] {'restaurant-book day': 'saturday', 'restaurant-book people': '7', 'restaurant-book time': '16:00', 'restaurant-food': 'british', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'centre', 'hotel-area': 'centre', 'hotel-pricerange': 'moderate', 'hotel-type': 'hotel', 'train-leaveat': '16:15', 'train-destination': 'london kings cross', 'train-day': 'saturday', 'train-arriveby': '20:30'}

[context] {} [utterance_sys] [utterance_usr] hi ! do you have any indian food on the east side ? [belief_state] {'restaurant-food': 'indian', 'restaurant-area': 'east'}

[context] {'attraction-name': 'gallery at 12 a high street', 'hotel-pricerange': 'cheap', 'hotel-internet': 'yes'} [utterance_sys] i would like to suggest allenbell . is there anything else i could help you with ? [utterance_usr] what is their star rating ? and do they offer free wifi ?

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

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

[context] {'restaurant-book day': 'sunday', 'restaurant-book people': '3', 'restaurant-book time': '14:00', 'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'yu garden', 'hotel-parking': 'yes', 'hotel-internet': 'yes', 'hotel-type': 'guest house'} [utterance_sys] the alexander bed and breakfast is cheap and in the centre . the postcode is cb12de . to book , i need to know when you will stay and how many people . [utterance_usr] that s all i need for now . thanks ! [belief_state] {'restaurant-book day': 'sunday', 'restaurant-book people': '3', 'restaurant-book time': '14:00', 'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'yu garden', 'hotel-parking': 'yes', 'hotel-internet': 'yes', 'hotel-type': 'guest house'}

[context] {'hotel-area': 'dontcare', 'hotel-parking': 'yes', 'hotel-pricerange': 'dontcare', 'hotel-stars': '4', 'hotel-type': 'guest house', 'train-leaveat': '16:15', 'train-destination': 'ely', 'train-day': 'monday', 'train-departure': 'cambridge'} [utterance_sys] what area of town would you like ? [utterance_usr] as long as it has free parking , that s all i really need . can you recommend 1 and tell me a little about it ? [belief_state] {'hotel-area': 'dontcare', 'hotel-parking': 'yes', 'hotel-pricerange': 'dontcare', 'hotel-stars': '4', 'hotel-type': 'guest house', 'train-leaveat': '16:15', 'train-destination': 'ely', 'train-day': 'monday', 'train-departure': 'cambridge'}

[context] {'taxi-destination': 'downing college', 'taxi-departure': 'broughton house gallery', 'taxi-leaveat': '22:30'} [utterance_sys] i have booked your taxi , booked car type black skoda , contact number 07263905607 . what else can i do for you today ? [utterance_usr] that s all i needed . thank you !

[context] {'restaurant-food': 'portugese', 'restaurant-pricerange': 'cheap', 'restaurant-area': 'south', 'train-leaveat': '09:45', 'train-destination': 'birmingham new street', 'train-day': 'saturday', 'train-departure': 'cambridge'} [utterance_sys] the tr7683 train leaves cambridge at 10:01 on saturday . it arrives at birmingham new street at 12:44 and the price is 60.08 pounds . [utterance_usr] okay thank you ! that s all i need today . [belief_state] {'restaurant-food': 'portugese', 'restaurant-pricerange': 'cheap', 'restaurant-area': 'south', 'train-leaveat': '09:45', 'train-destination': 'birmingham new street', 'train-day': 'saturday', 'train-departure': 'cambridge'}

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

[context] {'restaurant-name': 'restaurant alimentum', 'restaurant-book time': '12:30', 'restaurant-book day': 'friday', 'restaurant-book people': '1'} [utterance_sys] booking was successful . the table will be reserved for 15 minutes . reference number is : ao7b2s0g . [utterance_usr] i am also looking for museum type attractions in the centre

[context] {'restaurant-book day': 'monday', 'restaurant-book people': '1', 'restaurant-book time': '19:15', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'the gardenia', 'restaurant-area': 'centre'} [utterance_sys] booking was successful . the table will be reserved for 15 minutes . reference number is : iu63haen . is there anything else i can help you with today ? [utterance_usr] yes . i need a place to stay in the same part of town . it must have free parking . [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-area': 'centre', 'hotel-parking': 'yes'}

[context] {'restaurant-food': 'italian', 'restaurant-area': 'centre'} [utterance_sys] yes ! there are 9 to choose from . [utterance_usr] show me the 1 you think is best . i will need the postcode , phone number and price range for it . [belief_state] {'restaurant-food': 'italian', 'restaurant-area': 'centre'}

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

[context] {'train-leaveat': '11:00', 'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-departure': 'broxbourne'} [utterance_sys] tr5953 arrives by 12:32 and costs 17.90 pounds per ticket . the travel time is 60 minutes [utterance_usr] thank you , can you help me find an indian restaurant in the centre ? [belief_state] {'restaurant-food': 'indian', 'restaurant-area': 'centre', 'train-leaveat': '11:00', 'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-departure': 'broxbourne'}

[context] {'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-arriveby': '13:30', 'train-departure': 'norwich'} [utterance_sys] the total travel time is 79 minutes . [utterance_usr] thank you . that s all i need .

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

[context] {'restaurant-book day': 'thursday', 'restaurant-book people': '8', 'restaurant-book time': '14:00', 'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'taj tandoori', 'restaurant-area': 'east|south', 'attraction-type': 'college', 'attraction-area': 'south'} [utterance_sys] we are happy to help . do you need further assistance ? [utterance_usr] no , that was everything , thank you . [belief_state] {'restaurant-book day': 'thursday', 'restaurant-book people': '8', 'restaurant-book time': '14:00', 'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'taj tandoori', 'restaurant-area': 'east|south', 'attraction-type': 'college', 'attraction-area': 'south'}

[context] {'hotel-name': 'worth house', 'attraction-type': 'museum', 'attraction-name': 'vue cinema', 'hotel-book stay': '2', 'hotel-book day': 'thursday', 'hotel-book people': '7', 'taxi-destination': 'vue cinema', 'taxi-departure': 'worth house', 'taxi-leaveat': '03:30'} [utterance_sys] yes , it is booked in the afternoon . is there anything else i can help you with today ? [utterance_usr] no , that will be all for now . thank you for you help . goodbye

[context] {'taxi-leaveat': '18:45', 'taxi-destination': 'gonville hotel', 'taxi-departure': 'bedouin', 'restaurant-food': 'african', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'centre', 'hotel-book day': 'friday', 'hotel-book people': '2', 'hotel-book stay': '2', 'hotel-area': 'dontcare', 'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-stars': '3', 'hotel-internet': 'yes'} [utterance_sys] the contact number is 07174376196 and the car is a yellow toyota . anything else i can help you with ? [utterance_usr] no that s it . thank you very much . [belief_state] {'taxi-leaveat': '18:45', 'taxi-destination': 'gonville hotel', 'taxi-departure': 'bedouin', 'restaurant-food': 'african', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'centre', 'hotel-book day': 'friday', 'hotel-book people': '2', 'hotel-book stay': '2', 'hotel-area': 'dontcare', 'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-stars': '3', 'hotel-internet': 'yes'}

[context] {} [utterance_sys] [utterance_usr] i am looking for a train departing from cambridge going to birmingham new street . [belief_state] {'train-destination': 'birmingham new street', 'train-departure': 'cambridge'}

[context] {'hotel-area': 'east', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '4', 'hotel-type': 'guest house', 'hotel-name': 'carolina bed and breakfast', 'attraction-type': 'museum'} [utterance_sys] if area does not matter , then there are 23 museums available . the cambridge artworks is in the east and is free . would you like additional information ? [utterance_usr] actually that sounds good . you gave me the info i need . thanks . bye .

[context] {'restaurant-food': 'british', 'restaurant-name': 'grafton hotel restaurant', 'restaurant-area': 'east'} [utterance_sys] grafton hotel restaurant is located at grafton hotel 619 newmarket road fen ditton , in postal code c . b 5 , 8 p . a . would you like me to find any additional information ? [utterance_usr] no , i think that does it . thank you for the info . [belief_state] {'restaurant-food': 'british', 'restaurant-name': 'grafton hotel restaurant', 'restaurant-area': 'east'}

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

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

[context] {} [utterance_sys] [utterance_usr] i need a train to cambridge on saturday [belief_state] {'train-destination': 'cambridge', 'train-day': 'saturday'}

[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] {'restaurant-food': 'international', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'centre', 'restaurant-name': 'the varsity restaurant', 'restaurant-book time': '13:00', 'restaurant-book day': 'sunday', 'restaurant-book people': '4', 'train-destination': 'ely', 'train-arriveby': '21:30', 'train-day': 'monday'} [utterance_sys] would you like me to book a train for you leaving at 5:50 and arriving by 6:07 ? [utterance_usr] yes that time looks good . how much will it cost and what is the train id ?

[context] {'restaurant-book day': 'thursday', 'restaurant-book people': '2', 'restaurant-book time': '16:15', 'restaurant-food': 'italian', 'restaurant-name': 'pizza express', 'train-destination': 'cambridge', 'train-day': 'thursday', 'train-arriveby': '11:45', 'train-departure': 'london kings cross'} [utterance_sys] i have a 9:17 train that will get you into cambridge by 10:08 . [utterance_usr] okay , may i please have the travel time and price ? [belief_state] {'restaurant-book day': 'thursday', 'restaurant-book people': '2', 'restaurant-book time': '16:15', 'restaurant-food': 'italian', 'restaurant-name': 'pizza express', 'train-destination': 'cambridge', 'train-day': 'thursday', 'train-arriveby': '11:45', 'train-departure': 'london kings cross'}

[context] {'attraction-name': 'whale of a time', 'train-leaveat': '11:35', 'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-arriveby': '11:52', 'train-departure': 'ely'} [utterance_sys] would you like me to book this then ? [utterance_usr] yes please book this train and give me the reference number . [belief_state] {'attraction-name': 'whale of a time', 'train-leaveat': '11:35', 'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-arriveby': '11:52', 'train-departure': 'ely'}

[context] {'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-name': 'acorn guest house', 'train-destination': 'cambridge', 'train-leaveat': '19:00', 'train-departure': 'ely', 'train-day': 'saturday', 'train-book people': '1'} [utterance_sys] there are 3 trains available . the earliest leaves at 19:35 . would that work for you ? [utterance_usr] yes , that 1 sounds like it will work . can you tell me the train id and the total travel time ?

[context] {'restaurant-food': 'vietnamese', 'restaurant-pricerange': 'cheap', 'train-destination': 'peterborough', 'train-day': 'thursday', 'train-departure': 'cambridge'} [utterance_sys] we have the tr8954 that arrives at 12:56 . does that work ? [utterance_usr] yes . i just need to know the departure time , train id , and the travel time . [belief_state] {'restaurant-food': 'vietnamese', 'restaurant-pricerange': 'cheap', 'train-destination': 'peterborough', 'train-day': 'thursday', 'train-departure': 'cambridge'}

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

[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] {'attraction-name': 'saint johns college'} [utterance_sys] saint john s college is in the centre of town on saint john s street . the entrance fee is 2.50 pounds . can i help you with anything else ? [utterance_usr] is there an exact address , like a street number ? thanks ! [belief_state] {'attraction-name': 'saint johns college'}

[context] {'restaurant-food': 'turkish', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'anatolia', 'attraction-type': 'swimming pool', 'attraction-name': 'kings hedges learner pool', 'attraction-area': 'dontcare'} [utterance_sys] the postcode is cb21uj . is there anything else i can help you with ? [utterance_usr] yes , i also want to book a taxi . can you help me with that ? [belief_state] {'restaurant-food': 'turkish', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'anatolia', 'attraction-type': 'swimming pool', 'attraction-name': 'kings hedges learner pool', 'attraction-area': 'dontcare'}

[context] {'train-destination': 'cambridge', 'train-day': 'sunday', 'train-arriveby': '14:45', 'train-departure': 'birmingham new street', 'train-leaveat': '05:40'} [utterance_sys] okay , the tr9462 leaves at 07:40 so its early enough but not too early . will that work for you ? [utterance_usr] perfect . can i get a booking for 4 people please ?

[context] {'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'} [utterance_sys] i have a 15:21 or a 17:21 train , arriving 49 minutes later at 16:10 or 18:10 , respectively . would you like me to book 1 for you ? [utterance_usr] yes . the 17:21 would be perfect . please book it for 4 people . [belief_state] {'hotel-area': 'north', 'hotel-pricerange': 'cheap', 'hotel-stars': '0', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'train-book people': '4', 'train-destination': 'stevenage', 'train-day': 'monday', 'train-arriveby': '18:30', 'train-departure': 'cambridge'}

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

[context] {'hotel-name': 'hobsons house', 'hotel-book stay': '3', 'hotel-book day': 'sunday', 'hotel-book people': '8'} [utterance_sys] where would you like the train for and when did you want to travel ? [utterance_usr] i need to go to the stansted airport on wednesday .

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

[context] {'hotel-area': 'centre', 'hotel-parking': 'yes', 'hotel-pricerange': 'cheap', 'hotel-internet': 'yes', 'hotel-type': 'guest house'} [utterance_sys] 1 id alexander bed and breakfast and the other is el shaddai . [utterance_usr] what star rating -s are they ? [belief_state] {'hotel-name': 'alexander bed and breakfast|el shaddai', 'hotel-area': 'centre', 'hotel-parking': 'yes', 'hotel-pricerange': 'cheap', 'hotel-internet': 'yes', 'hotel-type': 'guest house'}

[context] {'attraction-type': 'boat', 'train-leaveat': '12:45', 'train-destination': 'birmingham new street', 'train-day': 'tuesday', 'train-departure': 'cambridge'} [utterance_sys] yes i have a train leaving at 13:01 . would you like me to book that for you ? [utterance_usr] yes 2 tickets please and i need the reference #

[context] {'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'} [utterance_sys] i have a 15:21 or a 17:21 train , arriving 49 minutes later at 16:10 or 18:10 , respectively . would you like me to book 1 for you ? [utterance_usr] yes . the 17:21 would be perfect . please book it for 4 people . [belief_state] {'hotel-area': 'north', 'hotel-pricerange': 'cheap', 'hotel-stars': '0', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'train-book people': '4', 'train-destination': 'stevenage', 'train-day': 'monday', 'train-arriveby': '18:30', 'train-departure': 'cambridge'}

[context] {'train-destination': 'leicester', 'train-day': 'saturday', 'train-arriveby': '16:00', 'train-departure': 'cambridge'} [utterance_sys] train tr5677 will get you to leicester by 11:06 . can i reserve some tickets for you ? [utterance_usr] yes , please . i need 5 tickets . [belief_state] {'train-book people': '5', 'train-destination': 'leicester', 'train-day': 'saturday', 'train-arriveby': '16:00', 'train-departure': 'cambridge'}

[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': 'friday', 'restaurant-book people': '5', 'restaurant-book time': '12:00', 'restaurant-name': 'golden curry'} [utterance_sys] i would love to help find you the perfect train ! where will you be departing from and where will you be heading ? [utterance_usr] yes , i would like a train going to cambridge and arriving by 09:30 , please . [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'}

[context] {'restaurant-name': 'hk fusion', 'train-book people': '5', 'train-destination': 'cambridge', 'train-day': 'friday', 'train-arriveby': '16:30', 'train-departure': 'norwich'} [utterance_sys] it is a chinese food in the centre . it is expensive and located at 21 burleigh street city centre . [utterance_usr] could you book a table for me there please ? 5 people on friday at 20:00 . [belief_state] {'restaurant-book day': 'friday', 'restaurant-book people': '5', 'restaurant-book time': '20:00', 'restaurant-name': 'hk fusion', 'train-book people': '5', 'train-destination': 'cambridge', 'train-day': 'friday', 'train-arriveby': '16:30', 'train-departure': 'norwich'}

[context] {'taxi-destination': 'nandos', 'taxi-arriveby': '23:15'} [utterance_sys] no problem where should the car pick you up ? [utterance_usr] at the london museum thank you

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

[context] {'hotel-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-name': 'cambridge belfry', 'hotel-pricerange': 'cheap', 'hotel-type': 'hotel'} [utterance_sys] yes , how many people will be attending ? [utterance_usr] please book it for 5 people and 5 nights starting from monday . [belief_state] {'hotel-book day': 'monday', 'hotel-book people': '5', 'hotel-book stay': '5', 'hotel-name': 'cambridge belfry', 'hotel-pricerange': 'cheap', 'hotel-stars': '4', 'hotel-type': 'hotel'}

[context] {'hotel-book day': 'monday', 'hotel-book people': '1', 'hotel-book stay': '2', 'hotel-area': 'east', 'hotel-pricerange': 'moderate', 'hotel-type': 'guest house', 'attraction-name': 'the cambridge corn exchange'} [utterance_sys] the cambridge corn exchange is located in the centre of town on wheeler st . the phone number is 01223357851 and the postcode is cb23qe . anything else i can help with ? [utterance_usr] can you book a taxi for me at 15:15 from the corn exchange to the guest house ? [belief_state] {'taxi-leaveat': '15:15', 'taxi-departure': 'the cambridge corn exchange', 'hotel-book day': 'monday', 'hotel-book people': '1', 'hotel-book stay': '2', 'hotel-area': 'east', 'hotel-pricerange': 'moderate', 'hotel-type': 'guest house', 'attraction-name': 'the cambridge corn exchange'}

[context] {'hotel-name': 'home from home', 'hotel-parking': 'yes', 'train-destination': 'cambridge', 'train-leaveat': '21:15'} [utterance_sys] where are you departing from ? [utterance_usr] i am departing from leicester on monday .

[context] {'attraction-type': 'park', 'attraction-name': 'botanic gardens', 'train-destination': 'cambridge'} [utterance_sys] i would love to help ! where are departing from and which day ? [utterance_usr] i would like to leave after 10:45 on monday . i am departing from ely . [belief_state] {'attraction-type': 'park', 'attraction-name': 'botanic gardens', 'train-leaveat': '10:45', 'train-destination': 'cambridge'}

[context] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'centre'} [utterance_sys] hk fusion is an expensive chinese restaurant located at 21 burleigh street , city centre . would you like more options ? [utterance_usr] this restaurant will be fine . [belief_state] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'hk fusion', 'restaurant-area': 'centre'}

[context] {'train-destination': 'cambridge', 'train-day': 'sunday', 'train-arriveby': '10:00', 'train-departure': 'birmingham new street', 'hotel-area': 'east', 'hotel-stars': '4', 'hotel-type': 'guest house', 'hotel-pricerange': 'moderate'} [utterance_sys] i have the a and b guest house , the carolina bed and breakfast , and lastly the warkworth house . the only difference between them is the a&b has no free parking . [utterance_usr] i'll take the carolina bed and breakfast . can i book for 1 person for 5 nights starting from the same day ? let me know the reference number please .

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

[context] {} [utterance_sys] [utterance_usr] i am looking for a place to eat in town centre . [belief_state] {'restaurant-area': 'centre'}

[context] {'hotel-name': 'city centre north bed and breakfast', 'hotel-book stay': '2', 'hotel-book day': 'monday', 'hotel-book people': '4'} [utterance_sys] your reservation is complete , 4 people for 2 nights at city centre north bed and breakfast , reference 0fvdqun1 . can i help you with anything else ? [utterance_usr] that s all . thank you !

[context] {'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-stars': '4', 'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-arriveby': '20:45', 'train-departure': 'peterborough'} [utterance_sys] i have the huntingdon marriott in the west and the university arms in the center . both are lovely hotel -s . would you like to book a room ? [utterance_usr] no , that s okay , i think that will be all for today , thank you ! [belief_state] {'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-stars': '4', 'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-arriveby': '20:45', 'train-departure': 'peterborough'}

[context] {'train-leaveat': '08:15', 'train-destination': 'london kings cross', 'train-departure': 'cambridge'} [utterance_sys] the tr2000 leaves cambridge going to london kings cross on friday at 09:00 . it arrives in london kings cross at 09:51 . how does that sound ? [utterance_usr] that s great . please book me 2 tickets . [belief_state] {'train-book people': '2', 'train-leaveat': '08:15', 'train-destination': 'london kings cross', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] [utterance_usr] hello ! i am planning my trip there and i am trying to find out about an attraction called kettle s yard . what can you tell me about it ?

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

[context] {'restaurant-food': 'asian oriental', 'restaurant-area': 'centre'} [utterance_sys] we have 4 options . which is your price range ? [utterance_usr] i do not really have a price range i just need a table for 2 at 17:00 on wednesday . pick your favorite and let me know ! [belief_state] {'restaurant-book day': 'wednesday', 'restaurant-book people': '2', 'restaurant-book time': '17:00', 'restaurant-food': 'asian oriental', 'restaurant-name': 'yippee noodle bar', 'restaurant-area': 'centre'}

[context] {'attraction-area': 'centre', 'attraction-type': 'nightclub'} [utterance_sys] ballare is postcode cb23na , club salsa is postcode cb12jb , kambar is postcode cb23qb , the fez club is cb23hx and soul tree nightclub is cb23qf [utterance_usr] perfect thank you ! i also need to find a train leaving from peterborough , can you help me with that too ?

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

[context] {} [utterance_sys] [utterance_usr] i am looking for a hotel that is in the expensive price range . [belief_state] {'hotel-pricerange': 'expensive', 'hotel-type': 'hotel'}

[context] {'attraction-name': 'cambridge university botanic gardens'} [utterance_sys] the area is centre and the postcode is cb21jf . would you like anything else today ? [utterance_usr] yes , i am looking for a train that arrives by 08:15 going to birmingham new street

[context] {'attraction-name': 'kings hedges learner pool', 'train-day': 'saturday'} [utterance_sys] what time will you be departing ? [utterance_usr] i will be departing after 09:45 and going to peterborough . [belief_state] {'attraction-name': 'kings hedges learner pool', 'train-leaveat': '09:45', 'train-destination': 'peterborough', 'train-day': 'saturday'}

[context] {'attraction-name': 'adc theatre'} [utterance_sys] adc theatre is in the centre of town on park street , would you like their phone number ? [utterance_usr] yes , please give me the phone number . [belief_state] {'attraction-name': 'adc theatre'}

[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] {'hotel-name': 'el shaddia guest house', 'attraction-type': 'college', 'attraction-area': 'west'} [utterance_sys] the el shaddai is a guest house in the centre part of town . it has free internet , parking and has 0 stars . would you like me to book it for you ? [utterance_usr] could you ? that would be great . there are 5 of us and we plan to arrive on thursday . we'd like to stay for 5 nights . [belief_state] {'hotel-book day': 'thursday', 'hotel-book people': '5', 'hotel-book stay': '5', 'hotel-name': 'el shaddia guest house', 'attraction-type': 'college', 'attraction-area': 'west'}

[context] {'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', 'attraction-area': 'centre'} [utterance_sys] sure , how about the fez club ? [utterance_usr] that will work can i get the address please ? [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', 'attraction-name': 'the fez club', 'attraction-area': 'centre'}

[context] {} [utterance_sys] i do not see any in the west . perhaps you would like to try another area ? [utterance_usr] i would like to stay in 1 area . are there any museums near the restaurant that would be open ?

[context] {'attraction-type': 'entertainment', 'train-leaveat': '15:00', 'train-destination': 'cambridge', 'train-day': 'sunday', 'train-arriveby': '17:45', 'train-departure': 'bishops stortford'} [utterance_sys] how about the funky fun house or cherry hinton hall and grounds in the east ? [utterance_usr] are there any boat attractions ? [belief_state] {'attraction-type': 'boat', 'train-leaveat': '15:00', 'train-destination': 'cambridge', 'train-day': 'sunday', 'train-arriveby': '17:45', 'train-departure': 'bishops stortford'}

[context] {'restaurant-book day': 'saturday', 'restaurant-book people': '4', 'restaurant-book time': '15:15', 'restaurant-name': 'cafe uno', 'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-internet': 'yes', 'hotel-type': 'guest house'} [utterance_sys] the acorn guest house is a moderate -ly priced , 4 star accommodation with internet and parking . would that suit you ? [utterance_usr] yes , please book me for 4 people 4 nights , starting saturday [belief_state] {'restaurant-book day': 'saturday', 'restaurant-book people': '4', 'restaurant-book time': '15:15', 'restaurant-name': 'cafe uno', 'hotel-book day': 'saturday', 'hotel-book people': '4', 'hotel-book stay': '4', 'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-internet': 'yes', 'hotel-type': 'guest house'}

[context] {'train-destination': 'cambridge', 'train-day': 'sunday', 'train-arriveby': '10:00', 'train-departure': 'birmingham new street', 'hotel-area': 'east', 'hotel-stars': '4'} [utterance_sys] i want to confirm you want to book 1 seat on the train , is this correct ? [utterance_usr] actually , i'll book it myself , thanks , but i would like to book a guest house as well .

[context] {'restaurant-book day': 'sunday', 'restaurant-book people': '3', 'restaurant-book time': '14:00', 'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'yu garden'} [utterance_sys] for 14:00 , booking was successful . the table will be reserved for 15 minutes . reference number is : nhcrn6ds . [utterance_usr] thanks . i am also looking for a guest house that include -s free wifi and free parking . [belief_state] {'restaurant-book day': 'sunday', 'restaurant-book people': '3', 'restaurant-book time': '14:00', 'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'yu garden', 'hotel-parking': 'yes', 'hotel-internet': 'yes', 'hotel-type': 'guest house'}

[context] {'attraction-type': 'museum'} [utterance_sys] cambridge artworks is found in the east . their postcode is cb13ef . [utterance_usr] i also need a train on monday leaving from cambridge and arriving by 17:00 . [belief_state] {'attraction-type': 'museum', 'train-day': 'monday', 'train-arriveby': '17:00', 'train-departure': 'cambridge'}

[context] {'attraction-area': 'dontcare', 'attraction-type': 'museum'} [utterance_sys] how about cafe jello gallery in the west ? [utterance_usr] that sounds good . what area is it in ? i am also looking for a train leaving cambridge on monday going to norwich . i would like to arrive by 14:15 . can you help me ?

[context] {'hotel-book day': 'sunday', 'hotel-book people': '1', 'hotel-book stay': '5', 'hotel-parking': 'yes', 'hotel-stars': '0', 'hotel-internet': 'yes'} [utterance_sys] your booking is confirmed at el shaddai . your reference number is j7btdtol . can i help with anything else ? [utterance_usr] yes please , i am also looking for a train to depart on friday from cambridge at 10:15 to bishops stortford . [belief_state] {'hotel-book day': 'sunday', 'hotel-book people': '1', 'hotel-book stay': '5', 'hotel-parking': 'yes', 'hotel-stars': '0', 'hotel-internet': 'yes', 'train-leaveat': '10:15', 'train-destination': 'bishops stortford', 'train-day': 'friday', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] [utterance_usr] i am looking for a museum in the centre of cambridge . can you help me find 1 ? [belief_state] {'attraction-type': 'museum', 'attraction-area': 'centre'}

[context] {} [utterance_sys] tr2874 train arrives at stevenage at 14:10 . would you like more info or can i book it for you ? [utterance_usr] i would like the price and travel time , please ?

[context] {'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-arriveby': '11:30', 'train-departure': 'bishops stortford'} [utterance_sys] ok , the tr0635 arrives at 10:07 . [utterance_usr] what time does the train depart ? what is the price and total travel time ? [belief_state] {'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-arriveby': '11:30', 'train-departure': 'bishops stortford'}

[context] {'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-type': 'guest house'} [utterance_sys] do you have a specific price range you are looking for ? [utterance_usr] no , i am not picky . [belief_state] {'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-type': 'guest house'}

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

[context] {'restaurant-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] {'hotel-parking': 'yes', 'hotel-internet': 'dontcare', 'hotel-type': 'guest house'} [utterance_sys] the acorn guest house would fit your needs would you like me to make a reservation for you [utterance_usr] can i please have their address and phone number ? [belief_state] {'hotel-name': 'acorn guest house', 'hotel-parking': 'yes', 'hotel-internet': 'dontcare', 'hotel-type': 'guest house'}

[context] {} [utterance_sys] a black volkswagen will be picking you up . their contact number is 07117431009 . [utterance_usr] great , thanks for your help .

[context] {'taxi-leaveat': '02:15', 'taxi-destination': 'acorn guest house', 'taxi-departure': 'kings hedges learner pool', 'hotel-name': 'acorn guest house', 'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-internet': 'yes', 'attraction-type': 'swimming pool', 'attraction-name': 'kings hedges learner pool', 'attraction-area': 'north'} [utterance_sys] great ! i have a yellow toyota picking you up at 02:15 . the contact number is 07441551293 . is there anything else i can assist you with ? [utterance_usr] that s all . thank you for the help ! [belief_state] {'taxi-leaveat': '02:15', 'taxi-destination': 'acorn guest house', 'taxi-departure': 'kings hedges learner pool', 'hotel-name': 'acorn guest house', 'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-internet': 'yes', 'attraction-type': 'swimming pool', 'attraction-area': 'north'}

[context] {'restaurant-book day': 'tuesday', 'restaurant-book people': '6', 'restaurant-book time': '13:00', 'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'west'} [utterance_sys] your reference number is 991xh2ua . do you need anything else ? [utterance_usr] i need a hotel in the expensive price range with a star of 3 [belief_state] {'restaurant-book day': 'tuesday', 'restaurant-book people': '6', 'restaurant-book time': '13:00', 'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'west', 'hotel-pricerange': 'expensive', 'hotel-stars': '3'}

[context] {'train-leaveat': '19:21', 'train-day': 'saturday', 'train-departure': 'cambridge', 'train-destination': 'leicester', 'train-book people': '5', 'train-arriveby': '21:06'} [utterance_sys] your booking is complete . your reference number is ti6pzfh7 . what information can i provide you with about people s portraits exhibition at girton college ? [utterance_usr] i need the postcode and attraction type ?

[context] {'train-book people': '5', 'train-destination': 'cambridge', 'train-day': 'monday', 'train-arriveby': '11:45', 'train-departure': 'london kings cross'} [utterance_sys] ok . you should be set . the booking was successful . the train number is tr0378 . would you like the reference number too ? [utterance_usr] yes , i do need the reference number . [belief_state] {'train-book people': '5', 'train-destination': 'cambridge', 'train-day': 'monday', 'train-arriveby': '11:45', 'train-departure': 'london kings cross'}

[context] {'hotel-name': 'dontcare', 'hotel-area': 'north', 'hotel-pricerange': 'moderate', 'hotel-stars': '3', 'hotel-type': 'hotel'} [utterance_sys] there are no matches , would you like to check other location -s ? [utterance_usr] there are no 3 star hotel -s in the north with a moderate price ? [belief_state] {'hotel-name': 'dontcare', 'hotel-area': 'north', 'hotel-pricerange': 'moderate', 'hotel-stars': '3'}

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

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

[context] {'train-book people': '7', 'train-leaveat': '08:16', 'train-destination': 'cambridge', 'train-day': 'friday', 'train-departure': 'norwich'} [utterance_sys] booking was successful , the total fee is 123.2 gbp payable at the station . reference number is : 9f6cefrf . [utterance_usr] perfect , thank you ! i am also looking for a restaurant called kohinoor . can you help me with that as well ? [belief_state] {'restaurant-name': 'kohinoor', 'train-book people': '7', 'train-leaveat': '08:16', 'train-destination': 'cambridge', 'train-day': 'friday', 'train-departure': 'norwich'}

[context] {'hotel-name': 'kirkwood house', 'hotel-book stay': '6', 'hotel-book day': 'monday', 'hotel-book people': '1', 'train-destination': 'cambridge', 'train-departure': 'stevenage', 'train-day': 'monday', 'train-arriveby': '17:45', 'train-book people': '1'} [utterance_sys] sure . your booking was successful . the total fee is 12.8 gbp and your reference number is wdeybn55 . is there anything else i can help you with ? [utterance_usr] no , that s all i needed help with .

[context] {'attraction-type': 'museum', 'train-destination': 'stansted airport', 'train-day': 'wednesday', 'train-arriveby': '16:15', 'train-departure': 'cambridge'} [utterance_sys] okay , sure . train tr0678 leaves cambridge on wednesday and arrives at stansted airport by 16:08 . would you like to book that ? [utterance_usr] what is the price ? [belief_state] {'attraction-type': 'museum', 'train-destination': 'stansted airport', 'train-day': 'wednesday', 'train-arriveby': '16:15', 'train-departure': 'cambridge'}

[context] {'hotel-pricerange': 'cheap'} [utterance_sys] there are 10 really cheap hotel -s i have found . is there a certain area you are looking for ? [utterance_usr] i need to find a hotel in the west that has free wifi and located in the west please . [belief_state] {'hotel-area': 'west', 'hotel-pricerange': 'cheap', 'hotel-internet': 'yes', 'hotel-type': 'hotel'}

[context] {} [utterance_sys] okay , what time would you like to leave ? [utterance_usr] i would like to leave archway house in time to arrive at curry garden by 19:00 .

[context] {'restaurant-book day': 'wednesday', 'restaurant-book people': '7', 'restaurant-book time': '14:30', 'restaurant-food': 'italian', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'pizza hut fenditton', 'restaurant-area': 'centre', 'hotel-book day': 'wednesday', 'hotel-book people': '7', 'hotel-book stay': '5', 'hotel-name': 'alexander bed and breakfast', 'hotel-area': 'centre', 'hotel-stars': '3', 'hotel-internet': 'yes', 'hotel-type': 'guest house'} [utterance_sys] i would be happy to book your taxi . i need the travel time , departure location and arrival destination please . [utterance_usr] i want it to take me from alexander bed and breakfast to pizza express fen ditton to get me there by 14:30 . [belief_state] {'taxi-destination': 'pizza hut fenditton', 'taxi-departure': 'alexander bed and breakfast', 'taxi-arriveby': '14:30', 'restaurant-book day': 'wednesday', 'restaurant-book people': '7', 'restaurant-book time': '14:30', 'restaurant-food': 'italian', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'pizza hut fenditton', 'restaurant-area': 'centre', 'hotel-book day': 'wednesday', 'hotel-book people': '7', 'hotel-book stay': '5', 'hotel-name': 'alexander bed and breakfast', 'hotel-area': 'centre', 'hotel-stars': '3', 'hotel-internet': 'yes', 'hotel-type': 'guest house'}

[context] {'attraction-type': 'entertainment', 'attraction-area': 'centre', 'train-leaveat': '15:00', 'train-destination': 'cambridge', 'train-day': 'sunday', 'train-arriveby': '17:45', 'train-departure': 'bishops stortford'} [utterance_sys] there are no entertainment area -s in the centre , any other preferences ? [utterance_usr] can you make a suggestion ? [belief_state] {'attraction-type': 'entertainment', 'train-leaveat': '15:00', 'train-destination': 'cambridge', 'train-day': 'sunday', 'train-arriveby': '17:45', 'train-departure': 'bishops stortford'}

[context] {} [utterance_sys] i am sorry , there are no german restaurant -s in the area . is there another cuisine i could search for ? [utterance_usr] how about 1 that serves european food ?

[context] {'restaurant-pricerange': 'expensive', 'restaurant-area': 'west'} [utterance_sys] we have several to choose from . did you have a specific cuisine in mind ? [utterance_usr] i want indian food . [belief_state] {'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'west'}

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

[context] {'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-internet': 'yes', 'hotel-type': 'guest house'} [utterance_sys] i think acorn guest house is a good match for you ! [utterance_usr] perfect . what is the star and area of the hotel ?

[context] {'hotel-area': 'north', 'hotel-internet': 'yes', 'hotel-type': 'guest house'} [utterance_sys] i still recommend arbury lodge guest house . its a 4 star hotel and have very good reviews and it has both free wifi and parking . [utterance_usr] that sounds great . can i get the address please ? [belief_state] {'hotel-area': 'north', 'hotel-internet': 'yes', 'hotel-type': 'guest house'}

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

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

[context] {'hotel-pricerange': 'cheap', 'hotel-stars': '0', 'hotel-internet': 'yes', 'hotel-type': 'guest house'} [utterance_sys] yes they sure do . would you like me to book you a room ? [utterance_usr] yes that will be fine . i will be needing accommodations for 5 adults for a total of 4 nights 5 days beginning sunday . include reference number . [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'}

[context] {'hotel-pricerange': 'moderate', 'hotel-stars': '2', 'train-book people': '5', 'train-destination': 'cambridge', 'train-day': 'monday', 'train-arriveby': '11:45', 'train-departure': 'london kings cross'} [utterance_sys] i have 2 options for you , both in the north side . ashley hotel and lovell lodge , all moderate -ly priced , with free wifi and parking . [utterance_usr] are they both 2 star rated ? [belief_state] {'hotel-name': 'ashley hotel|lovell lodge', 'hotel-pricerange': 'moderate', 'hotel-stars': '2', 'train-book people': '5', 'train-destination': 'cambridge', 'train-day': 'monday', 'train-arriveby': '11:45', 'train-departure': 'london kings cross'}

[context] {} [utterance_sys] [utterance_usr] i am in the mood for some fusion food . please find me an expensive restaurant that serves it

[context] {} [utterance_sys] [utterance_usr] hi ! can i get some info on a cheap place to eat ? [belief_state] {'restaurant-pricerange': 'cheap'}

[context] {'restaurant-food': 'chinese', 'restaurant-area': 'north', 'train-destination': 'ely', 'train-day': 'tuesday', 'train-arriveby': '20:00', 'train-departure': 'cambridge'} [utterance_sys] golden wok is a chinese place in the north part of town , would that work for you ? [utterance_usr] great , is it considered to be expensive it s my anniversary and i want it to be high quality food [belief_state] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'north', 'train-destination': 'ely', 'train-day': 'tuesday', 'train-arriveby': '20:00', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] i have a number available to visit . my favorite is christ s college at saint andrew s street . it s free to get in . is that okay ? [utterance_usr] sounds great , can i get the phone number and area of christ s college ?

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

[context] {'restaurant-pricerange': 'moderate', 'restaurant-area': 'south'} [utterance_sys] there are 2 choices in the south part of town with moderate price . 1 is pizza hut cherry hinton , which is italian food . and the other is restaurant alimentum , which is modern european food . [utterance_usr] what is the address and phone number of alimentum ? [belief_state] {'restaurant-pricerange': 'moderate', 'restaurant-name': 'alimentum', 'restaurant-area': 'south'}

[context] {} [utterance_sys] tr7556 arrives at 18:08 . can i book it for you ? [utterance_usr] yes please book . i need the travel time and the train id please .

[context] {'restaurant-book day': 'sunday', 'restaurant-book people': '6', 'restaurant-book time': '10:30', 'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'train-book people': '6', 'train-leaveat': '14:45', 'train-destination': 'stevenage', 'train-day': 'sunday', 'train-departure': 'cambridge'} [utterance_sys] your total for 6 tickets is 61.44 gbp , payable at the station , for reference number t0kzhaa5 . [utterance_usr] you are still not done ! give me the train id for the train . [belief_state] {'restaurant-book day': 'sunday', 'restaurant-book people': '6', 'restaurant-book time': '10:30', 'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'train-book people': '6', 'train-leaveat': '14:45', 'train-destination': 'stevenage', 'train-day': 'sunday', 'train-departure': 'cambridge'}

[context] {'restaurant-food': 'indian', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'west'} [utterance_sys] i have the megha located at 205 victoria road chesterton . would you like reservations ? [utterance_usr] yes can you please book a reservation for 3 people at 12:45 on thursday ? [belief_state] {'restaurant-book day': 'thursday', 'restaurant-book people': '3', 'restaurant-book time': '12:45', 'restaurant-food': 'indian', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'west'}

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

[context] {'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] {'restaurant-food': 'british', 'restaurant-area': 'east'} [utterance_sys] i have a expensive restaurant named grafton hotel restaurant . would you like reservations for that place ? [utterance_usr] yes , i will need 1 on saturday at 19:30 for 7 people

[context] {'restaurant-food': 'african', 'restaurant-pricerange': 'expensive', 'attraction-type': 'college', 'attraction-area': 'centre'} [utterance_sys] do you want me to go ahead an make reservations for you ? [utterance_usr] yes please , i would like a table for 2 at 18:45 on thursday . [belief_state] {'restaurant-book day': 'thursday', 'restaurant-book people': '2', 'restaurant-book time': '18:45', 'restaurant-food': 'african', 'restaurant-pricerange': 'expensive', 'attraction-type': 'college', 'attraction-area': 'centre'}

[context] {'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-type': 'guest house'} [utterance_sys] i need a hotel with free parking [utterance_usr] you read my mind . yes , free parking . [belief_state] {'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-type': 'guest house'}

[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-food': 'british', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'centre', 'attraction-type': 'college', 'attraction-area': 'centre'} [utterance_sys] yes it is in the moderate price range . would you like to book a table now ? [utterance_usr] no , just give me the phone number [belief_state] {'restaurant-food': 'british', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'centre', 'attraction-type': 'college', 'attraction-area': 'centre'}

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

[context] {} [utterance_sys] the post code for shiraz restaurant is cb21dp and the phone number is 01223307581 . [utterance_usr] thank you ! i am also looking for a train that will take me to bishops stortford by 15:15 .

[context] {} [utterance_sys] [utterance_usr] i need a train to peterborough that will be there no later than 17:15 . [belief_state] {'train-destination': 'peterborough', 'train-arriveby': '17:15'}

[context] {} [utterance_sys] [utterance_usr] i need a train to cambridge . get me 1 that arrives by 13:00 [belief_state] {'train-destination': 'cambridge', 'train-arriveby': '13:00'}

[context] {'taxi-destination': 'nandos', 'taxi-arriveby': '23:15', 'taxi-departure': 'the place'} [utterance_sys] i have booked you a white toyota that will get you from the place to nandos by 23:15 . contact number is 07727323900 . do you need help with anything else ? [utterance_usr] that is all , thanks

[context] {'taxi-leaveat': '24:30', 'taxi-destination': 'cafe jello gallery', 'taxi-departure': 'lovell lodge', 'hotel-name': 'lovell lodge', 'attraction-type': 'museum', 'attraction-area': 'west'} [utterance_sys] it will be a grey audi , and the contact number is 07486491137 . will that be all today ? [utterance_usr] yes , that s all . goodbye ! [belief_state] {'taxi-leaveat': '24:30', 'taxi-destination': 'cafe jello gallery', 'taxi-departure': 'lovell lodge', 'hotel-name': 'lovell lodge', 'attraction-type': 'museum', 'attraction-area': 'west'}

[context] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'cheap'} [utterance_sys] for what time ? [utterance_usr] book a table for 6 people at 17:00 on saturday and give me reference number [belief_state] {'restaurant-book day': 'saturday', 'restaurant-book people': '6', 'restaurant-book time': '17:00', 'restaurant-food': 'chinese', 'restaurant-pricerange': 'cheap'}

[context] {'hotel-area': 'north', 'hotel-stars': '4', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'hotel-name': 'acorn guest house', 'hotel-book stay': '2', 'hotel-book day': 'thursday', 'hotel-book people': '3', 'restaurant-food': 'chinese', 'restaurant-area': 'north', 'restaurant-pricerange': 'expensive', 'taxi-departure': 'acorn guest house'} [utterance_sys] what time would you like to travel ? [utterance_usr] i would like to be at the hotel by 13:45 please .

[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] {} [utterance_sys] [utterance_usr] i will be in cambridge and i need a place to go in the east [belief_state] {'attraction-area': 'east'}

[context] {'attraction-area': 'centre', 'attraction-type': 'nightclub', 'train-departure': 'peterborough', 'train-day': 'friday', 'train-leaveat': '19:19'} [utterance_sys] great . can i confirm that you would like to book 1 seat ? [utterance_usr] 2 seats , please .

[context] {'train-leaveat': '08:00', 'train-destination': 'broxbourne', 'train-day': 'monday'} [utterance_sys] tr5517 will leave at 08:01 and arrive by 09:01 . would you like to book seats ? [utterance_usr] that s leaving from cambridge , right ? if so , then yes , book me 1 seat , and give me the reference number , thanks ! [belief_state] {'train-book people': '1', 'train-leaveat': '08:00', 'train-destination': 'broxbourne', 'train-day': 'monday', 'train-departure': 'cambridge'}

[context] {'train-leaveat': '14:45', 'train-destination': 'stevenage', 'train-day': 'sunday', 'train-departure': 'cambridge'} [utterance_sys] i do not have any for that time frame , every train is running after 12:00 . i can book you for 1 that leaves at 15:21 . is that alright ? [utterance_usr] ok , the 15:21 going to stevange on sunday would be great . i'll need the price and train id as well please . [belief_state] {'train-leaveat': '14:45', 'train-destination': 'stevenage', 'train-day': 'sunday', 'train-departure': 'cambridge'}

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

[context] {'restaurant-book day': 'friday', 'restaurant-book people': '7', 'restaurant-book time': '17:15', 'restaurant-food': 'british', 'restaurant-name': 'cambridge chop house', 'restaurant-area': 'centre'} [utterance_sys] done ! your table will be reserved for 15 minutes . your reference number is bmz45shv . can i help you with anything else ? [utterance_usr] thanks for the booking . will you help me find an attraction in the centre near the restaurant ? a swimmingpool would be ideal . [belief_state] {'restaurant-book day': 'friday', 'restaurant-book people': '7', 'restaurant-book time': '17:15', 'restaurant-food': 'british', 'restaurant-name': 'cambridge chop house', 'restaurant-area': 'centre', 'attraction-type': 'swimming pool', 'attraction-area': 'centre'}

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

[context] {'restaurant-food': 'international', 'restaurant-area': 'east'} [utterance_sys] yes , the missing sock is an international restaurant in the east in the cheap price range . would you like a reservation ? [utterance_usr] no , please give me their post code instead .

[context] {'restaurant-food': 'mediterranean', 'restaurant-pricerange': 'cheap'} [utterance_sys] yes , the gardenia serves mediterranean . would you like their phone number ? [utterance_usr] yes , and the postcode please . [belief_state] {'restaurant-food': 'mediterranean', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'gardenia'}

[context] {'attraction-name': 'camboats'} [utterance_sys] the address i have for camboats is the plough , green end , fen ditton . perhaps you can give them a call for more information . their phone number is 01223902112 . [utterance_usr] thank you . could you tell me their business hour -s ? [belief_state] {'attraction-name': 'camboats'}

[context] {'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-name': 'acorn guest house', 'train-destination': 'cambridge', 'train-leaveat': '19:00', 'train-departure': 'ely', 'train-day': 'saturday', 'train-book people': '1'} [utterance_sys] there are 3 trains available . the earliest leaves at 19:35 . would that work for you ? [utterance_usr] yes , that 1 sounds like it will work . can you tell me the train id and the total travel time ?

[context] {'attraction-name': 'kings hedges learner pool', 'train-leaveat': '09:45', 'train-destination': 'peterborough', 'train-day': 'saturday'} [utterance_sys] ok , tr9803 leaves at 10:06 . do you need a ticket ? [utterance_usr] could you tell me the travel and arrival time of this train ? [belief_state] {'attraction-name': 'kings hedges learner pool', 'train-leaveat': '09:45', 'train-destination': 'peterborough', 'train-day': 'saturday'}

[context] {} [utterance_sys] [utterance_usr] hey there , i want to get a train to cambridge for thursday please [belief_state] {'train-destination': 'cambridge', 'train-day': 'thursday'}

[context] {} [utterance_sys] there are 2 turkish restaurant -s in the centre of town . they are efe s restaurant and anatolia . [utterance_usr] either would be fine . can you book for 1 at 20:00 on tuesday ?

[context] {'hotel-area': 'south', 'hotel-pricerange': 'moderate'} [utterance_sys] i have 2 available . they are both guest house and 1 is 4 stars and the other is 3 . do you have a preference ? [utterance_usr] yes , i would like the 3 star 1 , please . [belief_state] {'hotel-area': 'south', 'hotel-pricerange': 'moderate', 'hotel-stars': '3', 'hotel-type': 'guest house'}

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

[context] {'hotel-stars': '2', 'hotel-name': 'ashley hotel', 'hotel-parking': 'yes', 'hotel-internet': 'yes'} [utterance_sys] yes , the ashley offers both free wifi and free parking . would you like to make a reservation ? [utterance_usr] yes , make a reservation for 2 for 3 nights starting wednesday .

[context] {'hotel-parking': 'yes', 'hotel-stars': '2', 'hotel-internet': 'yes', 'hotel-type': 'hotel'} [utterance_sys] we have 3 results . what area are you interested in staying in ? and what price range ? [utterance_usr] i do not have a preference . please pick 1 and get me a booking for 8 people for 3 nights staring from friday . [belief_state] {'hotel-book day': 'friday', 'hotel-book people': '8', 'hotel-book stay': '3', 'hotel-parking': 'yes', 'hotel-pricerange': 'dontcare', 'hotel-stars': '2', 'hotel-internet': 'yes', 'hotel-type': 'hotel'}

[context] {'hotel-name': 'gonville hotel', 'hotel-area': 'centre', 'hotel-parking': 'yes', 'hotel-internet': 'yes', 'hotel-type': 'hotel', 'attraction-type': 'museum', 'attraction-area': 'centre'} [utterance_sys] broughton house gallery is free entrance . the address is 98 king street and phone is 01223314960 . is there anything else ? [utterance_usr] i am also looking for a place to stay [belief_state] {'hotel-name': 'gonville hotel', 'hotel-area': 'centre', 'hotel-parking': 'yes', 'hotel-internet': 'yes', 'hotel-type': 'hotel', 'attraction-type': 'museum', 'attraction-area': 'centre'}

[context] {'restaurant-food': 'modern european', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'dontcare', 'restaurant-name': 'de luca cucina and bar'} [utterance_sys] the de luca cucina and bar serves modern european food . [utterance_usr] what s the post code and phone number of de luca cucina ?

[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] {} [utterance_sys] [utterance_usr] i am looking to book a taxi to pembroke college for this evening . [belief_state] {'taxi-destination': 'pembroke college'}

[context] {'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'hotel-name': 'acorn guest house'} [utterance_sys] acorn guest house has a 4 star rating and is in the north . do you want me too book it for you ? [utterance_usr] no that will not be necessary . i have all of the information i need for now . thanks

[context] {'hotel-internet': 'yes', 'hotel-type': 'guest house'} [utterance_sys] we have 23 guest houses that have free wifi , is there a particular area you want to stay in ? [utterance_usr] no the area does not matter , and i know this sounds strange but i am looking for a guest house with a 1 star rating . [belief_state] {'hotel-area': 'dontcare', 'hotel-stars': '1', 'hotel-internet': 'yes', 'hotel-type': 'guest house'}

[context] {'restaurant-book day': 'wednesday', 'restaurant-book people': '8', 'restaurant-book time': '18:00', 'restaurant-food': 'mediterranean', 'restaurant-name': 'la mimosa'} [utterance_sys] i am sorry i cannot reserve a table for that time . maybe another ? [utterance_usr] can i book a table for 17:00 instead ? [belief_state] {'restaurant-book day': 'wednesday', 'restaurant-book people': '8', 'restaurant-book time': '17:00', 'restaurant-food': 'mediterranean', 'restaurant-name': 'la mimosa'}

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

[context] {'restaurant-food': 'kosher', 'restaurant-area': 'south'} [utterance_sys] there are no kosher restaurant -s in that area . would you like to search another area or food type ? [utterance_usr] a portuguese restaurant might be nice . [belief_state] {'restaurant-food': 'portugese', 'restaurant-area': 'south'}

[context] {} [utterance_sys] [utterance_usr] i am looking for a restaurant in cambridge that serves indian food and is in the higher price range . could you give me information on this kind of restaurant ? [belief_state] {'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive'}

[context] {} [utterance_sys] [utterance_usr] can you give me any info on whether you have any 2 star hotel or guest houses somewhere in town ?

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

[context] {} [utterance_sys] [utterance_usr] hi , i am trying to find a hotel to stay at . can you help with that ? [belief_state] {'hotel-type': 'hotel'}