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[context] {'restaurant-food': 'international'} [utterance_sys] how about the missing sock ? it s located in the east . [utterance_usr] no , can you find me 1 in the centre ? i would like moderate -ly priced international food please .

[context] {'restaurant-book day': 'monday', 'restaurant-book people': '3', 'restaurant-book time': '16:00', 'restaurant-food': 'chinese', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'centre', 'hotel-pricerange': 'moderate', 'hotel-type': 'hotel'} [utterance_sys] would you also like that in the same area as the restaurant ? [utterance_usr] yes , please , so moderate -ly priced hotel in the centre . [belief_state] {'restaurant-book day': 'monday', 'restaurant-book people': '3', 'restaurant-book time': '16:00', 'restaurant-food': 'chinese', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'centre', 'hotel-area': 'centre', 'hotel-pricerange': 'moderate', 'hotel-type': 'hotel'}

[context] {'hotel-area': 'east', 'hotel-pricerange': 'dontcare', 'hotel-stars': '2', 'hotel-name': 'express by holiday inn cambridge', 'hotel-book stay': '3', 'hotel-book people': '1', 'hotel-book day': 'monday', 'restaurant-food': 'british', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'north'} [utterance_sys] no eastern european . i found a british restaurant , grafton hotel restaurant . shall i book , and for how many people ? [utterance_usr] again , it'll just be me .

[context] {'restaurant-food': 'british', 'restaurant-area': 'east'} [utterance_sys] there is 1 restaurant serving british food on the east side of town . their name is grafton hotel restaurant . would you like their contact information ? [utterance_usr] what is the address and postcode ? [belief_state] {'restaurant-food': 'british', 'restaurant-name': 'grafton hotel restaurant', 'restaurant-area': 'east'}

[context] {'hotel-name': 'allenbell', 'hotel-book stay': '5', 'hotel-book day': 'monday', 'hotel-book people': '7'} [utterance_sys] i am sorry , the allenbell could not accommodate that particular reservation . would you like to try for a different day , or a shorter stay ? [utterance_usr] could you try 4 nights ?

[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] {} [utterance_sys] are you looking for 1 in a particular area ? [utterance_usr] yes , i am looking for the vue cinema . can you please tell me the attraction type , area , and address ?

[context] {'hotel-book day': 'wednesday', 'hotel-book people': '2', 'hotel-book stay': '3', 'hotel-area': 'centre', 'hotel-pricerange': 'cheap', 'hotel-stars': '0', 'hotel-internet': 'yes', 'attraction-type': 'theatre'} [utterance_sys] well , there are several . but i like the mumford theatre . it s also in the town centre . [utterance_usr] can i get their postcode and phone number please ? [belief_state] {'hotel-book day': 'wednesday', 'hotel-book people': '2', 'hotel-book stay': '3', 'hotel-area': 'centre', 'hotel-pricerange': 'cheap', 'hotel-stars': '0', 'hotel-internet': 'yes', 'attraction-type': 'theatre', 'attraction-name': 'mumford theatre'}

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

[context] {'hotel-area': 'north', 'hotel-parking': 'no', 'hotel-pricerange': 'moderate', 'hotel-stars': '4', 'hotel-type': 'hotel'} [utterance_sys] the avalon guest house has a 4 star rating . would you like me to book a reservation ? [utterance_usr] yes could you check for a booking for 4 people and 2 nights starting from saturday ? [belief_state] {'hotel-book day': 'saturday', 'hotel-book people': '4', 'hotel-book stay': '2', 'hotel-name': 'avalon', 'hotel-area': 'north', 'hotel-parking': 'no', 'hotel-pricerange': 'moderate', 'hotel-stars': '4', 'hotel-type': 'hotel'}

[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'} [utterance_sys] i have 24 guest house . is there a certain side of town or price range you have in mind ? [utterance_usr] i would like a moderate -ly priced guest house please .

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

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

[context] {'hotel-book day': 'saturday', 'hotel-book people': '4', 'hotel-book stay': '2', 'hotel-area': 'east', 'hotel-pricerange': 'moderate', 'hotel-type': 'guest house'} [utterance_sys] booking was successful . reference number is : 6dra6j6p . [utterance_usr] thanks ! i also need a train to stansted . [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-destination': 'stansted airport', 'train-departure': 'cambridge'}

[context] {'train-destination': 'cambridge', 'train-day': 'sunday', 'train-arriveby': '10:00', 'train-departure': 'birmingham new street'} [utterance_sys] it leaves at 06:40 . would you like me to book it for you ? [utterance_usr] yes and i need a place to stay in the east and a 4 star

[context] {'restaurant-food': 'mediterranean', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'la mimosa', 'restaurant-area': 'centre', 'train-leaveat': '16:45', 'train-destination': 'cambridge', 'train-day': 'monday', 'train-departure': 'birmingham new street'} [utterance_sys] the train we're looking at is tr3130 . it arrives at 20:23 so the travel time is 163 minutes . how many seats do you need ? [utterance_usr] you've given me all the information i need . thanks . have a nice day . [belief_state] {'restaurant-food': 'mediterranean', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'la mimosa', 'restaurant-area': 'centre', 'train-leaveat': '16:45', 'train-destination': 'cambridge', 'train-day': 'monday', 'train-departure': 'birmingham new street'}

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

[context] {'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] {} [utterance_sys] [utterance_usr] hi , i need to book a taxi , please ? i need to leave sometime after 10:30 .

[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-leaveat': '19:00', 'train-destination': 'norwich', 'train-day': 'tuesday', 'train-departure': 'cambridge', 'train-book people': '2', 'attraction-type': 'cinema'} [utterance_sys] there are 2 i would suggest , cineworld cinema in the south area and vue cinema in the centre area , would you like more info on either ? [utterance_usr] yes , pleas send me the address and postcode on both .

[context] {'attraction-type': 'boat', 'attraction-area': 'north'} [utterance_sys] yes , the riverboat georgina operates out of that area . would you like me to provide any additional information ? [utterance_usr] yes please . i would like to get the address and postcode for the riverboat . [belief_state] {'attraction-type': 'boat', 'attraction-name': 'riverboat georgina', 'attraction-area': 'north'}

[context] {} [utterance_sys] [utterance_usr] i am looking for a hotel in cambridge that has free parking and is in the expensive price range .

[context] {'train-leaveat': '21:45', 'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-departure': 'peterborough'} [utterance_sys] certainly . what area of town would you like to stay in ? [utterance_usr] i need a room . do not need wifi or parking . [belief_state] {'hotel-parking': 'no', 'hotel-internet': 'no', 'train-leaveat': '21:45', 'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-departure': 'peterborough'}

[context] {} [utterance_sys] i have 133 results for trains departing cambridge to norwich . what day will you be traveling ? [utterance_usr] i need to leave on tuesday after 19:00 . what do you have ?

[context] {'train-departure': 'cambridge'} [utterance_sys] what day will you be travelling ? [utterance_usr] tuesday going to bishops stortford please . [belief_state] {'train-destination': 'bishops stortford', 'train-day': 'tuesday', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] [utterance_usr] i am looking for a restaurant . the restaurant should serve world food and should be in the centre

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

[context] {'train-destination': 'cambridge', 'train-day': 'monday', 'train-departure': 'birmingham new street', 'train-leaveat': '17:00', 'restaurant-name': 'la raza', 'restaurant-book time': '21:00', 'restaurant-book day': 'monday', 'restaurant-book people': '5'} [utterance_sys] they are all booked up during that slow . could you do it at another time or on another day ? [utterance_usr] how about 20:00 ?

[context] {'restaurant-book day': 'tuesday', 'restaurant-book people': '6', 'restaurant-book time': '16:45', 'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'tang chinese', 'restaurant-area': 'centre', 'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-arriveby': '09:30', 'train-departure': 'stansted airport'} [utterance_sys] tr5077 leaves at 08:24 and arrives by 8:52 . would that work for you ? [utterance_usr] yes . can i get the travel time please ? [belief_state] {'restaurant-book day': 'tuesday', 'restaurant-book people': '6', 'restaurant-book time': '16:45', 'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'tang chinese', 'restaurant-area': 'centre', 'train-leaveat': '08:52', 'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-arriveby': '09:30', 'train-departure': 'stansted airport'}

[context] {'train-leaveat': 'after 18:30', 'train-destination': 'ely', 'train-day': 'saturday', 'train-departure': 'london liverpool street', 'restaurant-pricerange': 'cheap', 'restaurant-food': 'international', 'restaurant-area': 'dontcare'} [utterance_sys] the missing sock would suit your needs . can i book it for you ? [utterance_usr] sounds great ! can you please book a table for 3 for the same day at 21:00 .

[context] {'hotel-pricerange': 'cheap', 'hotel-stars': '4', 'hotel-type': 'guest house', 'train-book people': '5', 'train-leaveat': '17:45', 'train-destination': 'cambridge', 'train-day': 'saturday', 'train-departure': 'london liverpool street'} [utterance_sys] it is a guest house in the east . would you like me to make you a reservation ? [utterance_usr] no thanks . no need to make a reservation but can i get the postcode please ? [belief_state] {'hotel-pricerange': 'cheap', 'hotel-stars': '4', 'hotel-type': 'guest house', 'train-book people': '5', 'train-leaveat': '17:45', 'train-destination': 'cambridge', 'train-day': 'saturday', 'train-departure': 'london liverpool street'}

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

[context] {'hotel-book day': 'sunday', 'hotel-book people': '2', 'hotel-book stay': '4', 'hotel-name': 'home from home'} [utterance_sys] i booked you and your reference number is : lkdt8r8b . is there anything else ? [utterance_usr] that is great . thanks . [belief_state] {'hotel-book day': 'sunday', 'hotel-book people': '2', 'hotel-book stay': '4', 'hotel-name': 'home from home'}

[context] {'hotel-book day': 'friday', 'hotel-book people': '2', 'hotel-book stay': '1', 'hotel-name': 'university arms hotel', 'train-day': 'friday', 'train-arriveby': '09:00'} [utterance_sys] certainly , where will you be departing from for your train to cambridge ? [utterance_usr] i will be departing from birmingham new street .

[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-internet': 'yes', 'hotel-name': 'ashley hotel', 'hotel-pricerange': 'expensive', 'hotel-stars': '4'} [utterance_sys] how about the university arms hotel ? they have free wifi as well as free parking . [utterance_usr] yes i would like the phone number and postcode

[context] {'hotel-name': 'university arms hotel', 'hotel-area': 'dontcare', 'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-internet': 'yes', 'hotel-type': 'hotel', 'attraction-name': 'the man on the moon', 'attraction-area': 'centre'} [utterance_sys] that should be easy , i just need a time and which place you will be leaving from . [utterance_usr] i want to leave man on the moon at 24:30 and go to the university arms hotel . [belief_state] {'taxi-leaveat': '24:30', 'taxi-destination': 'university arms hotel', 'taxi-departure': 'the man on the moon', 'hotel-name': 'university arms hotel', 'hotel-area': 'dontcare', 'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-internet': 'yes', 'hotel-type': 'hotel', 'attraction-name': 'the man on the moon', 'attraction-area': 'centre'}

[context] {} [utterance_sys] 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] can you help me find an expensive restaurant that serves british food ? [belief_state] {'restaurant-food': 'british', 'restaurant-pricerange': 'expensive'}

[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-food': 'scottish', 'restaurant-pricerange': 'cheap'} [utterance_sys] is there anything else i can assist you with ? [utterance_usr] is there 1 available that serves chinese food ? [belief_state] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'cheap'}

[context] {} [utterance_sys] i am sorry . i do not have the schedule , but i will provide a phone number so you can call to confirm their hour -s of operation . the number is 01223748100 . [utterance_usr] thanks so much . i'll call them . can you help me find a train to get me to bishops stortford ?

[context] {} [utterance_sys] what kind of information were you looking for ? [utterance_usr] i would like a 4 star luxury place to stay . it must include free wifi . but i am cheap as all get out , so nothing too pricey . [belief_state] {'hotel-pricerange': 'cheap', 'hotel-stars': '4', 'hotel-internet': 'yes'}

[context] {'train-destination': 'kings lynn', 'train-departure': 'cambridge', 'train-day': 'wednesday', 'train-leaveat': '15:15', 'train-book people': '5', 'hotel-pricerange': 'moderate', 'hotel-internet': 'yes', 'hotel-stars': '4', 'hotel-parking': 'yes', 'hotel-area': 'dontcare', 'hotel-name': 'acorn guest house'} [utterance_sys] you are very welcome . are you sure you do not need me to book that hotel for you ? i would just need a few items of information . [utterance_usr] no , i have changed my mind and will book it online later in the week . that s all i need . have a great day .

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

[context] {} [utterance_sys] i have found 22 star hotel -s , both moderate -ly priced , and both with internet and parking . you can choose between the ashley hotel , and the lovell lodge . which would you prefer ? [utterance_usr] 2 stars is too pedestrian for me . i have sophisticated tastes so something around 4 stars would be better .

[context] {'hotel-parking': 'yes', 'attraction-name': 'kambar'} [utterance_sys] do you have an area or price range in mind ? [utterance_usr] i would like an expensive 3 star hotel . [belief_state] {'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-stars': '3', 'hotel-type': 'hotel', 'attraction-name': 'kambar'}

[context] {'hotel-area': 'east', 'hotel-pricerange': 'dontcare', 'hotel-stars': '2', 'hotel-name': 'express by holiday inn cambridge', 'hotel-book stay': '2', 'hotel-book people': '1'} [utterance_sys] i can absolutely do that for you ! what day would you like me to book for ? [utterance_usr] i actually need it booked for 3 nights , starting monday .

[context] {'taxi-leaveat': '11:00', 'taxi-destination': 'castle galleries', 'taxi-departure': 'express by holiday inn cambridge', 'hotel-book day': 'wednesday', 'hotel-book people': '2', 'hotel-book stay': '1', 'hotel-name': 'express by holiday inn cambridge', 'hotel-area': 'east', 'hotel-internet': 'yes', 'hotel-type': 'hotel', 'attraction-type': 'museum', 'attraction-area': 'centre'} [utterance_sys] great ! be on the look out for a red honda . the contact number is 07451827304 . anything else i can help with ? [utterance_usr] no , you've been a great help already . thanks so much . bye . [belief_state] {'taxi-leaveat': '11:00', 'taxi-destination': 'castle galleries', 'taxi-departure': 'express by holiday inn cambridge', 'hotel-book day': 'wednesday', 'hotel-book people': '2', 'hotel-book stay': '1', 'hotel-name': 'express by holiday inn cambridge', 'hotel-area': 'east', 'hotel-internet': 'yes', 'hotel-type': 'hotel', 'attraction-type': 'museum', 'attraction-area': 'centre'}

[context] {'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-internet': 'yes', 'hotel-type': 'guest house'} [utterance_sys] 7 place -s still have that , can i suggest the acorn guest house for you ? [utterance_usr] can i get the postcode of that place ?

[context] {'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-type': 'guest house', 'train-book people': '2', 'train-destination': 'cambridge', 'train-day': 'sunday', 'train-departure': 'broxbourne'} [utterance_sys] we have many in that area with free parking . might i suggest the acorn guest house ? [utterance_usr] sure . please book for 4 nights starting on the same day . [belief_state] {'hotel-name': 'acorn guest house', 'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-type': 'guest house', 'train-book people': '2', 'train-destination': 'cambridge', 'train-day': 'sunday', 'train-departure': 'broxbourne'}

[context] {} [utterance_sys] yes , your contact number is 07236149315 . do you need other bookings ? [utterance_usr] no , thank you for your help .

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

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

[context] {'attraction-type': 'entertainment', 'attraction-name': 'funky fun house', 'attraction-area': 'east', 'train-book people': '5', 'train-leaveat': '12:45', 'train-destination': 'bishops stortford', 'train-day': 'tuesday', 'train-departure': 'cambridge'} [utterance_sys] they are at 8 mercers row , mercers row industrial estate , postal cb58hy , no info on entrance fee but they can be reached at 01223304705 to answer that . [utterance_usr] great that s all i needed to know today , thank you . [belief_state] {'attraction-type': 'entertainment', 'attraction-name': 'funky fun house', 'attraction-area': 'east', 'train-book people': '5', 'train-leaveat': '12:45', 'train-destination': 'bishops stortford', 'train-day': 'tuesday', 'train-departure': 'cambridge'}

[context] {'train-destination': 'kings lynn', 'train-departure': 'cambridge', 'train-day': 'wednesday', 'train-leaveat': '15:15', 'train-book people': '5', 'hotel-pricerange': 'moderate', 'hotel-internet': 'yes', 'hotel-stars': '4'} [utterance_sys] there are 11 place -s fitting your needs in the east , north and south of town . do you have a preference ? [utterance_usr] please pick 1 that has free parking .

[context] {'hotel-area': 'east', 'hotel-parking': 'yes', 'hotel-pricerange': 'cheap', 'hotel-stars': '0', 'train-destination': 'cambridge', 'train-day': 'monday', 'train-arriveby': '11:15', 'train-departure': 'birmingham new street'} [utterance_sys] there are 3 cheap guest houses in east with free parking . they are all 4 stars . would you like me to book 1 of those ? [utterance_usr] no , i would like that zero star cheap guest house in the north . [belief_state] {'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-pricerange': 'cheap', 'hotel-stars': '0', 'hotel-type': 'guest house', 'train-destination': 'cambridge', 'train-day': 'monday', 'train-arriveby': '11:15', 'train-departure': 'birmingham new street'}

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

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

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

[context] {} [utterance_sys] [utterance_usr] sure , can you help me find a particular hotel ? [belief_state] {}

[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] {'hotel-book day': 'tuesday', 'hotel-book people': '5', 'hotel-book stay': '3', 'hotel-name': 'city centre north bed and breakfast', 'hotel-area': 'north', 'hotel-stars': '0', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'train-leaveat': '20:45', 'train-destination': 'norwich', 'train-day': 'friday', 'train-departure': 'cambridge'} [utterance_sys] yes , the cost is 17.60 pounds . do you want to book it ? [utterance_usr] could you please tell me the travel time for that ? [belief_state] {'hotel-book day': 'tuesday', 'hotel-book people': '5', 'hotel-book stay': '3', 'hotel-name': 'city centre north bed and breakfast', 'hotel-area': 'north', 'hotel-stars': '0', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'train-leaveat': '20:45', 'train-destination': 'norwich', 'train-day': 'friday', 'train-departure': 'cambridge'}

[context] {'restaurant-food': 'african', 'restaurant-area': 'dontcare', 'restaurant-name': 'bedouin', 'restaurant-pricerange': 'expensive', 'restaurant-book time': '18:00', 'restaurant-book day': 'sunday', 'restaurant-book people': '7', 'hotel-pricerange': 'expensive', 'hotel-stars': '4', 'taxi-destination': 'bedouin', 'taxi-departure': 'university arms hotel', 'taxi-arriveby': '18:00'} [utterance_sys] great , i hope i was able to assist you with everything you needed . have a good day . [utterance_usr] thank you for your help .

[context] {'restaurant-book day': 'sunday', 'restaurant-book people': '3', 'restaurant-book time': '16:15', 'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'west', 'hotel-area': 'south', 'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-internet': 'yes'} [utterance_sys] can i help you with anything else today ? [utterance_usr] no i believe we have got everything done . goodbye . [belief_state] {'restaurant-book day': 'sunday', 'restaurant-book people': '3', 'restaurant-book time': '16:15', 'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'west', 'hotel-area': 'south', 'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-internet': 'yes'}

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

[context] {'restaurant-food': 'british', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'graffiti', 'restaurant-area': 'west', 'train-destination': 'cambridge', 'train-arriveby': '13:15', 'train-departure': 'ely'} [utterance_sys] what day would you like to travel and do you have a specific departure time in mind ? [utterance_usr] the train should leave on friday and departure time does not matter as long as it arrives by 13:15 . [belief_state] {'restaurant-food': 'british', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'graffiti', 'restaurant-area': 'west', 'train-leaveat': 'dontcare', 'train-destination': 'cambridge', 'train-day': 'friday', 'train-arriveby': '13:15', 'train-departure': 'ely'}

[context] {'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-name': 'ashley hotel'} [utterance_sys] the phone number for ashley hotel is 01223350059 . can i help you with something else ? [utterance_usr] yes , i would like to find an expensive european restaurant for our anniversary celebration .

[context] {'hotel-name': 'avalon', 'hotel-area': 'north', 'hotel-parking': 'no', 'hotel-internet': 'yes', 'attraction-name': 'vue cinema'} [utterance_sys] of course , what would you like to know ? [utterance_usr] i would like the address and phone number . [belief_state] {'hotel-name': 'avalon', 'hotel-area': 'north', 'hotel-parking': 'no', 'hotel-internet': 'yes', 'attraction-name': 'vue cinema'}

[context] {} [utterance_sys] [utterance_usr] i really need to find a taxi , if you can help . i cannot leave until after 7:00 , though . i need to get to carolina bed and breakfast .

[context] {'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-stars': '0', 'hotel-internet': 'yes'} [utterance_sys] i found the city centre north bed and breakfast . would you like me to book you a room ? [utterance_usr] yes . i want to book it for 8 people , starting sunday , for 3 nights . [belief_state] {'hotel-book day': 'sunday', 'hotel-book people': '8', 'hotel-book stay': '3', 'hotel-name': 'city centre north bed and breakfast', 'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-stars': '0', 'hotel-internet': 'yes'}

[context] {'attraction-area': 'north', 'attraction-type': 'swimming pool', 'hotel-area': 'north', 'hotel-internet': 'yes', 'hotel-parking': 'yes'} [utterance_sys] 11 place -s have free parking , any other preferences ? [utterance_usr] i just want free parking , free wifi , and for it to be in the north . what do you recommend ?

[context] {'hotel-area': 'south', 'hotel-parking': 'yes', 'hotel-internet': 'yes', 'hotel-type': 'guest house'} [utterance_sys] there at 3 different price range -s . do you prefer cheap , moderate , or expensive ? [utterance_usr] it does not matter . but do tell me the address and price range of the place you book for me . [belief_state] {'hotel-area': 'south', 'hotel-parking': 'yes', 'hotel-internet': 'yes', 'hotel-type': 'guest house'}

[context] {} [utterance_sys] there are 38 trains that can get you there , what time would you like to leave or arrive by ? [utterance_usr] i want to leave after 13:00

[context] {'train-destination': 'birmingham new street', 'train-day': 'friday', 'train-arriveby': '18:15', 'train-departure': 'cambridge'} [utterance_sys] there are 12 trains available for you and the first 1 leaves at 05:01 . can i book a seat for you or do you prefer a later departure time ? [utterance_usr] no , i said arrive by 18:15 . try again . [belief_state] {'train-destination': 'birmingham new street', 'train-day': 'friday', 'train-arriveby': '18:15', 'train-departure': 'cambridge'}

[context] {'hotel-area': 'east', 'hotel-pricerange': 'moderate', 'hotel-type': 'guest house', 'hotel-name': 'carolina bed and breakfast', 'hotel-internet': 'yes'} [utterance_sys] yes , free wifi and parking [utterance_usr] great , can i book a reservation just for myself , starting on wednesday for 3 nights ?

[context] {'hotel-book day': 'wednesday', 'hotel-book people': '7', 'hotel-book stay': '5', 'hotel-name': 'acorn guest house', 'hotel-pricerange': 'moderate', 'hotel-type': 'guest house'} [utterance_sys] oh , i am sorry , that was my mistake . i do have you booked now for 5 nights now , reference number 1ux4gmpa . is there anything else i can do for you ? [utterance_usr] yes , i need a train to get me to cambridge . i am coming from broxbourne . [belief_state] {'hotel-book day': 'wednesday', 'hotel-book people': '7', 'hotel-book stay': '5', 'hotel-name': 'acorn guest house', 'hotel-pricerange': 'moderate', 'hotel-type': 'guest house', 'train-destination': 'cambridge', 'train-departure': 'broxbourne'}

[context] {'attraction-type': 'museum', 'attraction-area': 'east', 'hotel-pricerange': 'cheap', 'hotel-parking': 'yes', 'hotel-name': 'cambridge belfry', 'hotel-stars': '4'} [utterance_sys] ok thank you ! enjoy your stay ! [utterance_usr] i will . i appreciate all of your help .

[context] {'hotel-name': 'express by holiday inn cambridge', 'hotel-area': 'east', 'hotel-internet': 'yes', 'hotel-type': 'hotel', 'attraction-type': 'museum', 'attraction-area': 'centre'} [utterance_sys] i would be happy to . what is your arrival day , how many nights do you need , and how many are in your party ? [utterance_usr] there are 2 of us . we will arrive on wednesday and stay for 3 nights . [belief_state] {'hotel-book day': 'wednesday', 'hotel-book people': '2', 'hotel-book stay': '3', 'hotel-name': 'express by holiday inn cambridge', 'hotel-area': 'east', 'hotel-internet': 'yes', 'hotel-type': 'hotel', 'attraction-type': 'museum', 'attraction-area': 'centre'}

[context] {'attraction-type': 'park', 'attraction-area': 'south'} [utterance_sys] there are 2 parks , wandlebury country park and sheep s green and lammas land park fen causeway . do you need any additional information ? [utterance_usr] i need to know if there s an entrance fee and i also need the phone number . i am also looking for a restaurant called la mimosa .

[context] {} [utterance_sys] [utterance_usr] hey , when i was a kid my parents took me to a place called the cow pizza kitchen and bar . is it still around ? [belief_state] {'restaurant-name': 'cow pizza kitchen and bar'}

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

[context] {'attraction-type': 'entertainment', 'attraction-area': 'centre'} [utterance_sys] unfortunately , there are no entertainment attractions in the centre of town ? would you like me to search for a different area or a different type of attraction ? [utterance_usr] is there a museum then ? [belief_state] {'attraction-type': 'museum', 'attraction-area': 'centre'}

[context] {'hotel-stars': '4', 'hotel-internet': 'yes', 'hotel-pricerange': 'cheap', 'hotel-name': 'cambridge belfry', 'hotel-book stay': '4', 'hotel-book day': 'saturday', 'hotel-book people': '6', 'train-departure': 'cambridge', 'train-leaveat': '20:30', 'train-day': 'wednesday', 'train-destination': 'ely'} [utterance_sys] i have train tr8533 leaving at 21:50 and arriving at 22:07 . would you like to book seats on that ? [utterance_usr] how much would 1 ticket cost ?

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

[context] {'attraction-area': 'centre', 'attraction-type': 'museum', 'restaurant-food': 'christmas style', 'restaurant-pricerange': 'moderate'} [utterance_sys] that is not odd at all , who does not like a festive feast ! unfortunately there are none that i see . would you like to try a different cuisine ? [utterance_usr] are there any turkish restaurant -s in the centre of town ?

[context] {} [utterance_sys] [utterance_usr] how are you doing ? are there any european restaurant -s in the city center ? [belief_state] {'restaurant-food': 'european', 'restaurant-area': 'centre'}

[context] {'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-name': 'ashley hotel', 'restaurant-food': 'european', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'dontcare', 'restaurant-name': 'city stop restaurant', 'restaurant-book time': '14:30', 'restaurant-book day': 'tuesday', 'restaurant-book people': '4'} [utterance_sys] your table will be reserved for 15 minutes . reference number is 26ga35ey . [utterance_usr] thank you ! that will be all for today !

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

[context] {} [utterance_sys] [utterance_usr] i need a train from stansted airport to cambridge .

[context] {'hotel-book day': 'saturday', 'hotel-book people': '5', 'hotel-book stay': '5', 'hotel-name': 'allenbell', 'hotel-area': 'east', 'hotel-pricerange': 'cheap'} [utterance_sys] booking was successful . reference number is : tjlzzc10 . will there be anything else today ? [utterance_usr] i also need a train to peterborough . [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'}

[context] {} [utterance_sys] you are very welcome . i hope you have a wonderful day ! goodbye . [utterance_usr] ok , hope you have a good day too . bye .

[context] {'restaurant-food': 'british', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'centre', 'hotel-pricerange': 'moderate', 'attraction-type': 'college', 'attraction-area': 'centre'} [utterance_sys] most welcome and have a great day [utterance_usr] i really have to go . goodbye . [belief_state] {'restaurant-food': 'british', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'centre', 'hotel-pricerange': 'moderate', 'attraction-type': 'college', 'attraction-area': 'centre'}

[context] {'restaurant-food': 'indian', 'restaurant-area': 'east'} [utterance_sys] i have 4 different indian place -s to eat . 2 are moderate -ly priced and 2 are expensive . do you have a preference ? [utterance_usr] i perfer a moderate price range . whatever you suggest . i need to book a table for 1 at 13:15 on tuesday .

[context] {'restaurant-food': 'turkish', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'centre', 'attraction-type': 'college', 'attraction-area': 'centre'} [utterance_sys] they are both located in the centre . efes restaurant is located at king street city centre . would you like to reserve a table ? [utterance_usr] we'll try efes , could you book me a table for 2 on thursday at 11:15 ? i'll need the reference number also . [belief_state] {'restaurant-book day': 'thursday', 'restaurant-book people': '2', 'restaurant-book time': '11:15', 'restaurant-food': 'turkish', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'centre', 'attraction-type': 'college', 'attraction-area': 'centre'}

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

[context] {'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-type': 'guest house', 'attraction-type': 'architecture'} [utterance_sys] alexander bed and breakfast is in the same area as all saints church and is a guest house with 4 stars . it also has free parking and wifi . [utterance_usr] that hotel sounds good to me . thank you . [belief_state] {'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-type': 'guest house', 'attraction-type': 'architecture'}

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

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

[context] {'hotel-parking': 'yes', 'hotel-area': 'south', 'hotel-name': 'lensfield hotel', 'hotel-pricerange': 'moderate'} [utterance_sys] no , no hotel -s meet your criteria . [utterance_usr] are there any moderate -ly priced hotel -s that do not have free parking , but have wifi ?

[context] {'hotel-pricerange': 'expensive', 'hotel-type': 'hotel'} [utterance_sys] i have 5 hotel -s in cambridge that match your request . is there a particular area of town you are interested in ? east ? centre ? west ? south ? [utterance_usr] any area should be fine . the hotel should include free parking and should include free wifi . [belief_state] {'hotel-area': 'dontcare', 'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-internet': 'yes', 'hotel-type': 'hotel'}

[context] {'taxi-destination': 'nandos', 'taxi-arriveby': '23:15', 'taxi-departure': 'london museum'} [utterance_sys] can you confirm the pick up location please ? [utterance_usr] it will depart from the place .

[context] {'hotel-book day': 'tuesday', 'hotel-book people': '1', 'hotel-book stay': '2', 'hotel-area': 'south', 'hotel-pricerange': 'moderate', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'attraction-type': 'museum', 'attraction-name': 'byard art', 'attraction-area': 'south'} [utterance_sys] booking was successful , the reference number is aqimz6oo . anything else i can do for you ? [utterance_usr] can you get me a car to pick me up from the museum and take me to the guest house ? [belief_state] {'taxi-destination': 'bridge guest house', 'taxi-departure': 'byard art', 'hotel-book day': 'tuesday', 'hotel-book people': '1', 'hotel-book stay': '2', 'hotel-area': 'south', 'hotel-pricerange': 'moderate', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'attraction-type': 'museum', 'attraction-name': 'byard art', 'attraction-area': 'south'}

[context] {'train-destination': 'norwich', 'train-leaveat': '08:00', 'train-day': 'saturday', 'train-departure': 'cambridge', 'train-book people': '1', 'attraction-area': 'west', 'attraction-type': 'college'} [utterance_sys] churchill college is lovely this time of year , and they have no entrance fee . [utterance_usr] yes that would be fine . can i get the postcode please ?

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

[context] {} [utterance_sys] [utterance_usr] 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] {} [utterance_sys] [utterance_usr] i am looking to play a variety of sports . are there facilities that cater to that ?

[context] {} [utterance_sys] great how can i help you ? [utterance_usr] i am looking for a moderate -ly price place to stay while i am there . [belief_state] {'hotel-pricerange': 'moderate'}

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

[context] {} [utterance_sys] [utterance_usr] can you help me find information on saint john s college ? [belief_state] {'attraction-name': 'saint johns college'}

[context] {'hotel-parking': 'yes', 'hotel-pricerange': 'moderate'} [utterance_sys] acorn guest house is a guest house in the north area with free parking and internet . would you like to make a reservation ? [utterance_usr] no , thanks , i am just exploring options right now . it sounds like this acorn place should go at the top of my list .

[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] {'restaurant-book day': 'saturday', 'restaurant-book people': '5', 'restaurant-book time': '18:45', 'restaurant-food': 'chinese', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'the lucky star', 'restaurant-area': 'south', 'train-destination': 'cambridge', 'train-arriveby': '15:00', 'train-departure': 'london kings cross'} [utterance_sys] what day do you need to book the train for ? [utterance_usr] tomorrow if it is available

[context] {'train-destination': 'cambridge', 'train-arriveby': '17:45'} [utterance_sys] where are you departing from and what day are you travelling on ? [utterance_usr] i am leaving from bishops stortford on sunday . [belief_state] {'train-destination': 'cambridge', 'train-day': 'sunday', 'train-arriveby': '17:45', 'train-departure': 'bishops stortford'}

[context] {'attraction-name': 'cambridge artworks', 'hotel-area': 'east', 'hotel-pricerange': 'cheap', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'hotel-book stay': '4', 'hotel-book people': '1', 'hotel-book day': 'wednesday', 'hotel-name': 'allenbell'} [utterance_sys] no , i am sorry . i have tried everything and cannot reserve anything else that is cheap and on the east side for either 3 or 4 nights . could you choose another day to check in ? [utterance_usr] would you please try for just 2 nights then ?

[context] {'hotel-book day': 'thursday', 'hotel-book people': '5', 'hotel-book stay': '5', 'hotel-name': 'el shaddia guest house', 'attraction-type': 'college', 'attraction-area': 'west'} [utterance_sys] okay . i have got you booked for a 5 night stay at el shaddai for 5 nights and 5 people . can i help you with anything else today ? [utterance_usr] yes could i get the reference number for the booking please . [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] {'restaurant-food': 'modern european', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'centre'} [utterance_sys] how about the riverside brasserie located at doubletree by hilton cambrdige granta place mill lane ? [utterance_usr] i would like it to serve modern eupoean .

[context] {'restaurant-food': 'chinese', 'restaurant-area': 'east'} [utterance_sys] yu garden is a great chinese restaraunt on the east side of town . should i get you their phone number ? [utterance_usr] yes , please , and the address and postcode also . [belief_state] {'restaurant-food': 'chinese', 'restaurant-name': 'yu garden', 'restaurant-area': 'east'}

[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-pricerange': 'cheap', 'hotel-stars': '0', 'train-destination': 'cambridge', 'train-day': 'monday', 'train-arriveby': '11:15', 'train-departure': 'birmingham new street'} [utterance_sys] i found 2 zero star guest houses that are cheap . 1 is in the north and 1 in the centre . which area would you prefer ? [utterance_usr] are you able to find me a hotel in the east with free parking ? [belief_state] {'hotel-area': 'east', 'hotel-parking': 'yes', 'hotel-pricerange': 'cheap', 'hotel-stars': '0', 'train-destination': 'cambridge', 'train-day': 'monday', 'train-arriveby': '11:15', 'train-departure': 'birmingham new street'}

[context] {'restaurant-food': 'asian oriental', 'restaurant-area': 'centre'} [utterance_sys] yippee noodle bar serves asian oriental food . [utterance_usr] could you give me their postcode please ?

[context] {} [utterance_sys] [utterance_usr] hi , what can you tell me about a restaurant called the golden curry ? [belief_state] {'restaurant-name': 'golden curry'}

[context] {'hotel-area': 'south', 'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-type': 'hotel', 'hotel-name': 'lensfield hotel', 'hotel-book stay': '5', 'hotel-book day': 'friday', 'hotel-book people': '3', 'restaurant-food': 'mexican', 'restaurant-area': 'south', 'restaurant-name': 'chiquito restaurant bar', 'taxi-destination': 'chiquito restaurant bar', 'taxi-departure': 'lensfield hotel', 'taxi-leaveat': '02:30'} [utterance_sys] out taxis operate 24 and 7 , so you are in luck . look for a white skoda , there phone number is 07842340394 , any further questions ? [utterance_usr] no thats all i need for today .

[context] {'restaurant-book day': 'saturday', 'restaurant-book people': '5', 'restaurant-book time': '14:45', 'restaurant-food': 'indian', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'the gandhi', 'restaurant-area': 'centre', 'train-book people': '5', 'train-leaveat': '09:11', 'train-destination': 'cambridge', 'train-day': 'saturday', 'train-arriveby': '10:15', 'train-departure': 'kings lynn'} [utterance_sys] i was able to get the tickets the cost is 39.20 gbp payable at the station . the reference number is 9s4oxyq4 . is there anything else i can help with ? [utterance_usr] that s all i need today . thank you . [belief_state] {'restaurant-book day': 'saturday', 'restaurant-book people': '5', 'restaurant-book time': '14:45', 'restaurant-food': 'indian', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'the gandhi', 'restaurant-area': 'centre', 'train-book people': '5', 'train-leaveat': '09:11', 'train-destination': 'cambridge', 'train-day': 'saturday', 'train-arriveby': '10:15', 'train-departure': 'kings lynn'}

[context] {'hotel-pricerange': 'moderate', 'hotel-stars': '2', 'hotel-internet': 'yes'} [utterance_sys] i have 2 options in the moderate price range . the ashley house and lovell lodge . would you like to try 1 of these ? [utterance_usr] lets try the ashley house please .

[context] {'hotel-parking': 'no', 'hotel-internet': 'no', 'train-leaveat': '21:45', 'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-departure': 'peterborough'} [utterance_sys] okay , i have the alpha milton guest house in the north area . will that work for you ? [utterance_usr] yes and can you book it for me and get a reference number ? [belief_state] {'hotel-name': 'alpha milton guest house', 'hotel-parking': 'no', 'hotel-internet': 'no', 'train-leaveat': '21:45', 'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-departure': 'peterborough'}

[context] {} [utterance_sys] [utterance_usr] hello , could you help me with finding a restaurant called the lucky star ?

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

[context] {'train-destination': 'cambridge', 'train-day': 'sunday', 'train-arriveby': '11:30', 'train-departure': 'ely'} [utterance_sys] the train leaves at 9:35 . shall i book it for you ? [utterance_usr] no , thank you . i would like to see if you could find a place for me to stay that would have a 4 star rating .

[context] {'train-destination': 'cambridge', 'train-day': 'sunday', 'train-departure': 'broxbourne'} [utterance_sys] i have just the train for you ! tr9331 will arrive in cambridge at 17:32 , which is within your desired timeframe . would you like me to book that for you ? [utterance_usr] yes , please . i need 2 tickets . [belief_state] {'train-book people': '2', 'train-destination': 'cambridge', 'train-day': 'sunday', 'train-departure': 'broxbourne'}

[context] {'train-destination': 'peterborough', 'train-leaveat': '17:00'} [utterance_sys] no problem . where are you leaving from ? [utterance_usr] cambridge , on tuesday .

[context] {'hotel-parking': 'yes', 'hotel-pricerange': 'cheap', 'hotel-stars': '4'} [utterance_sys] the allenbell is located at 517a coldham lane , and their postcode is cb13js . the phone number is 01223210353 . is there anything else i can do for you today ? [utterance_usr] yes , i need a train to ely from cambridge on sunday , leaving at 11:30 . [belief_state] {'hotel-parking': 'yes', 'hotel-pricerange': 'cheap', 'hotel-stars': '4', 'train-leaveat': '11:30', 'train-destination': 'cambridge', 'train-day': 'sunday', 'train-departure': 'ely'}

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

[context] {'restaurant-food': '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] ok i can book that for you , do you have a particular time you would like ? [utterance_usr] no particular time . i just need the phone number .

[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-parking': 'no', 'hotel-internet': 'yes', 'hotel-pricerange': 'cheap', 'hotel-area': 'south', 'hotel-name': 'rosas bed and breakfast', 'hotel-book stay': '3', 'hotel-book day': 'thursday', 'hotel-book people': '4'} [utterance_sys] i am unable to book the room under these parameters for the requested time . is a shorter stay a possibility ? [utterance_usr] what about for 2 nights ? i will also need the reference number when it is booked .

[context] {'hotel-area': 'south', 'hotel-parking': 'yes', 'hotel-internet': 'yes', 'hotel-type': 'guest house'} [utterance_sys] it fills both of those criteria . do you want me to book it ? [utterance_usr] can you tell me the price range ? i also need the address . [belief_state] {'hotel-area': 'south', 'hotel-parking': 'yes', 'hotel-internet': 'yes', 'hotel-type': 'guest house'}

[context] {} [utterance_sys] when would you like to travel ? [utterance_usr] i would like to travel on a thursday .

[context] {'train-leaveat': '18:15', 'train-departure': 'cambridge'} [utterance_sys] the tr1006 leaves at 19:00 . would that work ? [utterance_usr] i would like to leave on sunday and go leicester . [belief_state] {'train-leaveat': '18:15', 'train-destination': 'leicester', 'train-day': 'sunday', 'train-departure': 'cambridge'}

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

[context] {'hotel-pricerange': 'moderate', 'hotel-type': 'guest house'} [utterance_sys] sure , i can find 1 for you . what area of town would you like to stay in ? [utterance_usr] it does not really matter , i am not familiar with the town . i just need free wifi and free parking . [belief_state] {'hotel-pricerange': 'moderate', 'hotel-type': 'guest house'}

[context] {} [utterance_sys] [utterance_usr] i would like to make a reservation at the maharajah tandoori restaurant for my trip to cambridge .

[context] {'restaurant-food': 'italian', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'east', 'hotel-name': 'express by holiday inn cambridge', 'hotel-area': 'east', 'hotel-internet': 'yes', 'hotel-type': 'hotel'} [utterance_sys] okay the pizza hut fen ditton fits that criteria . it is located in cambridge retail park . [utterance_usr] could you provide me with the address , phone number and postcode ? [belief_state] {'restaurant-food': 'italian', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'pizza hut fenditton', 'restaurant-area': 'east', 'hotel-name': 'express by holiday inn cambridge', 'hotel-area': 'east', 'hotel-internet': 'yes', 'hotel-type': 'hotel'}

[context] {'attraction-area': 'north', 'attraction-type': 'swimming pool'} [utterance_sys] there are 2 swimming pools but i will recommend the jesus green outdoor pool to you . the zip code is cb43px . is there another thing i can help you with ? [utterance_usr] yes , i need a place to stay with free wifi and in the north as well .

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

[context] {} [utterance_sys] i sure can ! what area and price range are you looking for ? [utterance_usr] price is not important , but i would like a 2 star in the east .

[context] {'restaurant-book day': 'tuesday', 'restaurant-book people': '8', 'restaurant-book time': '11:15', 'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'south', 'hotel-area': 'south', 'hotel-pricerange': 'expensive'} [utterance_sys] the lensfield hotel is in the expensive price range , would you like to book a room there ? [utterance_usr] if the restaurant is a 3 star rating i will take it . can i have the address and hotel type please ? [belief_state] {'restaurant-book day': 'tuesday', 'restaurant-book people': '8', 'restaurant-book time': '11:15', 'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'south', 'hotel-area': 'south', 'hotel-pricerange': 'expensive', 'hotel-stars': '3'}

[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'} [utterance_sys] no , it s free to get in ! [utterance_usr] great ! can i also book a taxi from the sheep s green and lammas land park fen causeway to the restaurant to get us there before our booking ?

[context] {'attraction-type': 'park'} [utterance_sys] we have 5 beautiful parks in cambridge . my favorite is the botanic gardens in the center . it s 4 pounds to get in , but definitely worth it . [utterance_usr] that sounds great ! can i get their postcode please ? [belief_state] {'attraction-type': 'park', 'attraction-name': 'botanic gardens'}

[context] {'hotel-pricerange': 'moderate', 'hotel-internet': 'yes', 'hotel-name': 'acorn guest house', 'hotel-area': 'south', 'hotel-stars': '4', 'hotel-type': 'guest house'} [utterance_sys] i can book this for you if you provide the day you want to stay , the duration of the stay and the number of people . [utterance_usr] 4 people for 2 nights starting sunday , please !

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

[context] {'restaurant-food': 'vietnamese', 'restaurant-pricerange': 'cheap', 'train-destination': 'peterborough', 'train-day': 'thursday', 'train-departure': 'cambridge'} [utterance_sys] departure time is 12:06 , train id tr8954 , and the travel time is 50 minutes . [utterance_usr] i think that is everything , thanks for the help ! [belief_state] {'restaurant-food': 'vietnamese', 'restaurant-pricerange': 'cheap', 'train-destination': 'peterborough', 'train-day': 'thursday', 'train-departure': 'cambridge'}

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

[context] {'hotel-book day': 'thursday', 'hotel-book people': '5', 'hotel-book stay': '5', 'hotel-name': 'el shaddia guest house', 'attraction-type': 'college', 'attraction-area': 'west'} [utterance_sys] okay . i have got you booked for a 5 night stay at el shaddai for 5 nights and 5 people . can i help you with anything else today ? [utterance_usr] yes could i get the reference number for the booking please . [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] {'train-leaveat': '13:00', 'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-departure': 'peterborough', 'train-book people': '1', 'hotel-name': 'cambridge belfry', 'hotel-internet': 'yes', 'hotel-book stay': '2', 'hotel-book day': 'wednesday'} [utterance_sys] how many people will be staying at the hotel ? [utterance_usr] i do not need it booked but whats the address ?

[context] {'restaurant-book day': 'tuesday', 'restaurant-book people': '6', 'restaurant-book time': '16:45', 'restaurant-name': 'tang chinese'} [utterance_sys] our records do not have that specific restaurant . any other preference ? [utterance_usr] are you sure ? i really need to find a place called tang chinese . [belief_state] {'restaurant-book day': 'tuesday', 'restaurant-book people': '6', 'restaurant-book time': '16:45', 'restaurant-name': 'tang chinese'}

[context] {'restaurant-name': 'golden house', 'hotel-type': 'guest house', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-internet': 'yes'} [utterance_sys] i have 12 guest houses that are moderate -ly priced and include free wifi . is there an area that you prefer to stay in ? [utterance_usr] no , any 1 of them will do . please choose 1 for me and book a room for 8 people for 5 nights for tuesday . thanks .

[context] {'hotel-area': 'east', 'hotel-pricerange': 'moderate', 'hotel-type': 'guest house'} [utterance_sys] ok . there are 3 choices . do you need free parking ? [utterance_usr] you want to book it for 1 people and 2 nights starting from monday . no parking [belief_state] {'hotel-book day': 'monday', 'hotel-book people': '1', 'hotel-book stay': '2', 'hotel-area': 'east', 'hotel-pricerange': 'moderate', 'hotel-type': 'guest house'}

[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', 'train-destination': 'birmingham new street', 'train-day': 'sunday'} [utterance_sys] i have 2 trains to birmingham new street . would you like to arrive at 9:44 or 10:44 ? [utterance_usr] i would like the 1 that arrives at 10:44 please . i will need 5 tickets .

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

[context] {'hotel-book day': 'saturday', 'hotel-book people': '1', 'hotel-book stay': '3', 'hotel-name': 'limehouse', 'hotel-area': 'north', 'hotel-pricerange': 'moderate', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'restaurant-area': 'north'} [utterance_sys] there is the nirala , it is moderate -ly priced and the royal spice which is in the cheap price range . would you like me to book a table for you at 1 of these location -s ? [utterance_usr] no thanks . i just need the phone number and postcode for each .

[context] {'restaurant-book day': 'thursday', 'restaurant-book people': '7', 'restaurant-book time': '16:15', 'restaurant-food': 'chinese', 'restaurant-pricerange': 'cheap', 'restaurant-area': 'centre'} [utterance_sys] i have 3 , charlie chan , rice house or golden house . would you like me to book 1 for you today ? [utterance_usr] okay yes pick 1 , perhaps the golden house . [belief_state] {'restaurant-book day': 'thursday', 'restaurant-book people': '7', 'restaurant-book time': '16:15', 'restaurant-food': 'chinese', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'golden house', 'restaurant-area': 'centre'}

[context] {'attraction-area': 'south', 'attraction-name': 'byard art', 'train-destination': 'kings lynn', 'train-arriveby': '19:30'} [utterance_sys] please clarify your departure city please . [utterance_usr] the train should arrive by 19:30 and should go to kings lynn . the train should depart from cambridge and should leave on saturday

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

[context] {} [utterance_sys] there are 19 trains that day . what time do you need to depart and and or arrive ? [utterance_usr] leaving cambridge on saturday . i need to book for 4 people , and i'll also need the reference number please .

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

[context] {} [utterance_sys] [utterance_usr] can you help me with finding a restaurant called backstreet bistro ?

[context] {} [utterance_sys] [utterance_usr] hi , i am planning a trip and need some help finding a place to stay . [belief_state] {}

[context] {'hotel-parking': 'yes', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'hotel-area': 'dontcare'} [utterance_sys] we have the archway house in the north that is 4 star and offers free parking and internet . does this work ? [utterance_usr] sounds good so far . . what is the price range ?

[context] {'hotel-area': 'east', 'hotel-pricerange': 'expensive', 'attraction-name': 'the place'} [utterance_sys] i have 1 listing for express by holiday inn cambridge , is that okay for you ? [utterance_usr] that works fine . [belief_state] {'hotel-name': 'express by holiday inn cambridge', 'hotel-area': 'east', 'hotel-pricerange': 'expensive', 'attraction-name': 'the place'}

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

[context] {'train-day': 'tuesday', 'train-arriveby': '12:30'} [utterance_sys] where will you be departing from ? [utterance_usr] i will be departing from cambridge . [belief_state] {'train-day': 'tuesday', 'train-arriveby': '12:30', 'train-departure': 'cambridge'}

[context] {'hotel-internet': 'yes', 'hotel-name': 'university arms hotel', 'hotel-pricerange': 'expensive', 'hotel-stars': '4', 'restaurant-food': 'indian', 'restaurant-area': 'centre', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'curry garden', 'restaurant-book time': '17:15', 'restaurant-book day': 'thursday', 'restaurant-book people': '3', 'taxi-destination': 'curry garden', 'taxi-departure': 'university arms hotel'} [utterance_sys] can you tell me what time you would like to leave or arrive by ? [utterance_usr] i would like to arrive at the restaurant at the booked time , please .

[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] {} [utterance_sys] [utterance_usr] i would love to find an expensive german restaurant .

[context] {} [utterance_sys] [utterance_usr] hello , i heard cambridge has some really awesome indian restaurant -s so i would love to try 1 of them please . an expensive 1 . [belief_state] {'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive'}

[context] {'train-destination': 'birmingham new street', 'train-day': 'wednesday'} [utterance_sys] i have trains departing cambridge to birmingham new street wednesday every hour starting at 5:01 , is there a particular time you would like to depart at ? [utterance_usr] departing time , no , but i would like to arrive at birmingham new street by 16:45

[context] {'restaurant-food': 'italian', 'train-destination': 'birmingham new street', 'train-day': 'friday', 'train-arriveby': '18:15', 'train-departure': 'cambridge'} [utterance_sys] there are 15 italian restaurant -s to choose from . would you like 1 in a particular part of town ? [utterance_usr] any that you choose will be fine . i'll need to book a table for friday at 10:00 . there will be 3 people dining . [belief_state] {'restaurant-book day': 'friday', 'restaurant-book people': '3', 'restaurant-book time': '10:00', 'restaurant-food': 'italian', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'ask', 'train-destination': 'birmingham new street', 'train-day': 'friday', 'train-arriveby': '18:15', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] i am sorry , there is not a downtown area listed . would you like north , south , east , west or centre ? [utterance_usr] any area is fine , actually . just pick your favorite !

[context] {'hotel-parking': 'yes', 'hotel-pricerange': 'cheap', 'hotel-stars': '4', 'hotel-type': 'guest house'} [utterance_sys] there are 7 now that fit your criteria . are you looking for a certain area ? [utterance_usr] nope , just pick your favorite . i need lodging for 5 people , 4 nights , and we'll arrive on wednesday . [belief_state] {'hotel-book day': 'wednesday', 'hotel-book people': '5', 'hotel-book stay': '4', 'hotel-area': 'dontcare', 'hotel-parking': 'yes', 'hotel-pricerange': 'cheap', 'hotel-stars': '4', 'hotel-type': 'guest house'}

[context] {'restaurant-food': 'modern european', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'centre'} [utterance_sys] how about the riverside brasserie located at doubletree by hilton cambrdige granta place mill lane ? [utterance_usr] i would like it to serve modern eupoean .

[context] {'restaurant-book day': 'tuesday', 'restaurant-book people': '1', 'restaurant-book time': '16:30', 'restaurant-food': 'modern european', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'de luca cucina and bar', 'hotel-parking': 'no', 'hotel-type': 'guest house'} [utterance_sys] i have 3 guest houses that meet your criteria . 1 is in the east and the other 2 in the north , which area would you prefer ? [utterance_usr] it does not matter , but i would prefer a 3 star 1 . [belief_state] {'restaurant-book day': 'tuesday', 'restaurant-book people': '1', 'restaurant-book time': '16:30', 'restaurant-food': 'modern european', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'de luca cucina and bar', 'hotel-parking': 'no', 'hotel-stars': '3', 'hotel-type': 'guest house'}

[context] {'restaurant-food': 'asian oriental', 'restaurant-area': 'centre'} [utterance_sys] yippee noodle bar serves asian oriental food . [utterance_usr] could you give me their postcode please ?

[context] {'attraction-type': 'college', 'attraction-area': 'centre'} [utterance_sys] there are 13 colleges in the city centre . do you need more information ? [utterance_usr] could you give me the postcode and phone number of 2 of them that are popular tourist destinations ? [belief_state] {'attraction-type': 'college', 'attraction-area': 'centre'}

[context] {} [utterance_sys] we have moderan european restaurant -s in the centre of town . what price range would you like to stay in ? [utterance_usr] moderate price range please

[context] {'restaurant-food': 'austrian', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'west', 'attraction-area': 'west'} [utterance_sys] there is not an expensive austrian restaurant in the area . is there another cuisine you would like to try ? [utterance_usr] how about cheap price range ? [belief_state] {'restaurant-food': 'austrian', 'attraction-area': 'west'}

[context] {'restaurant-food': 'modern european', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'dontcare', 'restaurant-name': 'de luca cucina and bar'} [utterance_sys] the post code is cb21aw and the phone number is 01223356666 . is there anything else i can do for you ? [utterance_usr] that is all . thanks for you help .

[context] {'restaurant-book day': 'wednesday', 'restaurant-book people': '4', 'restaurant-book time': '16:00', 'restaurant-food': 'dontcare', 'restaurant-pricerange': 'cheap', 'restaurant-area': 'centre'} [utterance_sys] i made a reservation for you at j restaurant at 86 regent street . reference number uwvrjc3m . can i help you further today ? [utterance_usr] that will be all . thank you very much for your help . [belief_state] {'restaurant-book day': 'wednesday', 'restaurant-book people': '4', 'restaurant-book time': '16:00', 'restaurant-food': 'dontcare', 'restaurant-pricerange': 'cheap', 'restaurant-area': 'centre'}

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

[context] {'hotel-area': 'centre', 'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-type': 'hotel'} [utterance_sys] i have found university arms hotel on regent street with a 4 star rating and free parking and internet . would you like to book ? [utterance_usr] yes , please book that 1 . it will need to be for 3 people , and we'll be staying for 5 nights , beginning on sunday . [belief_state] {'hotel-book day': 'sunday', 'hotel-book people': '3', 'hotel-book stay': '5', 'hotel-name': 'university arms hotel', 'hotel-area': 'centre', 'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-type': 'hotel'}

[context] {'restaurant-pricerange': 'expensive', 'restaurant-area': 'east'} [utterance_sys] there are a few options . does idian sound good ? [utterance_usr] sure . what is the postcode ?

[context] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'centre'} [utterance_sys] tang chinese looks good , would you like to try that ? [utterance_usr] can you give me the address , postcode , and phone number ? [belief_state] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'tang chinese', 'restaurant-area': 'centre'}

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

[context] {'hotel-book day': 'friday', 'hotel-book people': '6', 'hotel-book stay': '5', 'hotel-name': 'home from home', 'hotel-area': 'north', 'hotel-pricerange': 'moderate', 'hotel-stars': '4'} [utterance_sys] i have successfully booked reference number is : nsg0cl48 . [utterance_usr] wow , thanks . we want to eat at a restaurant called the india house , can you help me with that too ? [belief_state] {'restaurant-name': 'india house', 'hotel-book day': 'friday', 'hotel-book people': '6', 'hotel-book stay': '5', 'hotel-name': 'home from home', 'hotel-area': 'north', 'hotel-pricerange': 'moderate', 'hotel-stars': '4'}

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

[context] {'train-destination': 'norwich', 'train-day': 'tuesday', 'train-arriveby': '12:30', 'train-departure': 'cambridge'} [utterance_sys] sure ! the cost is 17.60 [utterance_usr] excellent . i also need a place to go in town . [belief_state] {'train-destination': 'norwich', 'train-day': 'tuesday', 'train-arriveby': '12:30', 'train-departure': 'cambridge'}