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[context] {'hotel-book day': 'saturday', 'hotel-book people': '4', 'hotel-book stay': '4', 'hotel-name': 'avalon', 'hotel-area': 'dontcare', 'hotel-pricerange': 'moderate', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'train-departure': 'leicester'} [utterance_sys] sure , arrival at the cambridge station ? when are you traveling ? [utterance_usr] i will be travelling on saturday , but i cannot leave until the evening after 18:45 .

[context] {} [utterance_sys] [utterance_usr] i am looking for a train that leaves on monday after 16:15 . any suggestions ? [belief_state] {'train-leaveat': '16:15', 'train-day': 'monday'}

[context] {'attraction-name': 'kambar'} [utterance_sys] it is a nightclub in centre at 1 wheeler street . phone is 01223842725 . do you need any more information ? [utterance_usr] thanks i want to get its entry fee and address [belief_state] {'attraction-name': 'kambar'}

[context] {'restaurant-food': 'light bites', 'restaurant-area': 'centre', 'restaurant-pricerange': 'expensive'} [utterance_sys] no expensive restaurant [utterance_usr] could you try chinese food , instead ?

[context] {} [utterance_sys] [utterance_usr] hi , i would like a listing for a mediterranean restaurant . [belief_state] {'restaurant-food': 'mediterranean'}

[context] {} [utterance_sys] [utterance_usr] i am looking for an attraction which should be in the east a museum if possible . [belief_state] {'attraction-type': 'museum'}

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

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

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

[context] {'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-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '3', 'hotel-type': 'guest house'} [utterance_sys] there are 33 star guest houses in cambridge . is there a part of town you were interested in staying in ? [utterance_usr] no , i do not have a preference . please just pick 1 , and book it for 4 people , 2 nights starting from wednesday . [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'}

[context] {'hotel-name': 'huntingdon marriott hotel', 'hotel-area': 'west', 'hotel-parking': 'dontcare', 'hotel-stars': '4', 'hotel-internet': 'yes', 'hotel-type': 'hotel', 'train-book people': '3', 'train-leaveat': '12:30', 'train-destination': 'stansted airport', 'train-day': 'saturday', 'train-departure': 'cambridge'} [utterance_sys] absolutely . it s an expensive 4 star hotel that offers free wifi and free parking . the hotel is located at kingfisher way , hinchinbrook business park , huntingdon . can i book it for you ? [utterance_usr] can you book it for me . from thursday , for 2 nights and 3 people . [belief_state] {'hotel-book day': 'thursday', 'hotel-book people': '3', 'hotel-book stay': '2', 'hotel-name': 'huntingdon marriott hotel', 'hotel-area': 'west', 'hotel-parking': 'dontcare', 'hotel-stars': '4', 'hotel-internet': 'yes', 'hotel-type': 'hotel', 'train-book people': '3', 'train-leaveat': '12:30', 'train-destination': 'stansted airport', 'train-day': 'saturday', 'train-departure': 'cambridge'}

[context] {'attraction-type': 'museum', 'attraction-area': 'centre'} [utterance_sys] you may want to try castle galleries . [utterance_usr] what is their address ?

[context] {} [utterance_sys] [utterance_usr] hello . i am looking for information about saint barnabas press gallery . [belief_state] {'attraction-name': 'saint barnabas press gallery'}

[context] {'attraction-type': 'theatre', 'attraction-area': 'east', 'train-destination': 'stansted airport', 'train-day': 'tuesday', 'train-arriveby': '09:15', 'train-departure': 'cambridge'} [utterance_sys] there are unfortunately no theaters located in the east . would you like me to try something else ? [utterance_usr] what about a park ? [belief_state] {'attraction-type': 'park', 'attraction-area': 'east', 'train-destination': 'stansted airport', 'train-day': 'tuesday', 'train-arriveby': '09:15', 'train-departure': 'cambridge'}

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

[context] {} [utterance_sys] [utterance_usr] i am planning to visit cambridge and would like to know the options available for upscale chinese dining . [belief_state] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive'}

[context] {} [utterance_sys] [utterance_usr] i need to find a guest house with a moderate price range . any place -s to stay ? [belief_state] {'hotel-pricerange': 'moderate', 'hotel-type': 'guest house'}

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

[context] {'restaurant-book day': 'sunday', 'restaurant-book people': '5', 'restaurant-book time': '12:30', 'restaurant-name': 'j restaurant', 'hotel-book day': 'sunday', 'hotel-book people': '5', 'hotel-book stay': '4', 'hotel-name': 'hobsons house', 'hotel-pricerange': 'moderate', 'hotel-stars': '3', 'hotel-internet': 'yes'} [utterance_sys] i have booked j s . your reference number is zb61ez13 . do you need any more assistance ? [utterance_usr] yes , please . can i get a taxi between those 2 location -s ? [belief_state] {'taxi-destination': 'j restaurant', 'taxi-departure': 'hobsons house', 'restaurant-book day': 'sunday', 'restaurant-book people': '5', 'restaurant-book time': '12:30', 'restaurant-name': 'j restaurant', 'hotel-book day': 'sunday', 'hotel-book people': '5', 'hotel-book stay': '4', 'hotel-name': 'hobsons house', 'hotel-pricerange': 'moderate', 'hotel-stars': '3', 'hotel-internet': 'yes'}

[context] {'train-destination': 'cambridge', 'train-day': 'friday'} [utterance_sys] sure thing . what s your departure site and around what time would you like to leave ? [utterance_usr] i want to leave after 16:45 , depart from birmingham new street . [belief_state] {'train-leaveat': '16:45', 'train-destination': 'cambridge', 'train-day': 'friday', 'train-departure': 'birmingham new street'}

[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] {'taxi-destination': 'pembroke college', 'taxi-departure': 'primavera'} [utterance_sys] great , do you have a leave by , or an arrival time in mind ? [utterance_usr] i want to leave by 9:15 . i also need to know the car type and contact number . [belief_state] {'taxi-leaveat': '09:15', 'taxi-destination': 'pembroke college', 'taxi-departure': 'primavera'}

[context] {} [utterance_sys] of course . where are you traveling to ? [utterance_usr] i would like to leave liverpool street on tuesday and arrive in cambridge . [belief_state] {'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-departure': 'london liverpool street'}

[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] {'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] which 1 will be leaving from ? [utterance_usr] from the hotel to the restaurant , then back . [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] {'taxi-destination': 'museum of archaelogy and anthropology', 'attraction-type': 'museum', 'attraction-name': 'museum of archaelogy and anthropology'} [utterance_sys] what time do you wan to leave and arrive by ? [utterance_usr] i need to get there by 17:15 . [belief_state] {'taxi-destination': 'museum of archaelogy and anthropology', 'taxi-arriveby': '17:15', 'attraction-type': 'museum', 'attraction-name': 'museum of archaelogy and anthropology'}

[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] {'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '3', 'hotel-type': 'guest house'} [utterance_sys] there are 33 star guest houses in cambridge . is there a part of town you were interested in staying in ? [utterance_usr] no , i do not have a preference . please just pick 1 , and book it for 4 people , 2 nights starting from wednesday . [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'}

[context] {} [utterance_sys] [utterance_usr] i need to find a place to go in the west [belief_state] {'attraction-area': 'west'}

[context] {'attraction-area': 'south', 'attraction-name': 'byard art', 'train-destination': 'kings lynn', 'train-arriveby': '19:30', 'train-departure': 'cambridge', 'train-day': 'saturday', 'train-leaveat': '18:00', 'train-book people': '5'} [utterance_sys] booking was successful , the total fee is 39.2 gbp payable at the station . reference number is : qkqt1kp9 . [utterance_usr] great that s all i needed . thanks for your help .

[context] {'attraction-name': 'kings hedges learner pool', 'train-leaveat': '09:45', 'train-destination': 'peterborough', 'train-day': 'saturday', 'train-departure': 'cambridge'} [utterance_sys] would you like me to book the tickets for you today ? [utterance_usr] no thank you . that s all i needed . [belief_state] {'attraction-name': 'kings hedges learner pool', 'train-leaveat': '09:45', 'train-destination': 'peterborough', 'train-day': 'saturday', 'train-departure': 'cambridge'}

[context] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'lucky star', 'restaurant-area': 'south'} [utterance_sys] the phone number is 01223244277 , address is cambridge leisure park clifton way cherry hinton , and postcode is cb17dy . [utterance_usr] i also am looking for a hotel with a 4 star rating . [belief_state] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'lucky star', 'restaurant-area': 'south', 'hotel-stars': '4'}

[context] {'restaurant-food': 'thai', 'restaurant-area': 'west', 'restaurant-name': 'sala thong', 'restaurant-book time': '12:45', 'restaurant-book day': 'thursday', 'restaurant-book people': '7'} [utterance_sys] i was able to book that for you for thursday . your reference number is 07ci497h . [utterance_usr] thank you for your service

[context] {'restaurant-book day': 'thursday', 'restaurant-book people': '3', 'restaurant-book time': '12:45', 'restaurant-food': 'indian', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'west'} [utterance_sys] booking was successful . the table will be reserved for 15 minutes . reference number is : 3oo6s8az . can i help you with anything else ? [utterance_usr] i also need train tickets for my group . i need it to leave by 8:30 from norwich to cambridge . same day please . [belief_state] {'restaurant-book day': 'thursday', 'restaurant-book people': '3', 'restaurant-book time': '12:45', 'restaurant-food': 'indian', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'west', 'train-book people': '3', 'train-destination': 'cambridge', 'train-day': 'thursday', 'train-departure': 'norwich'}

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

[context] {'hotel-area': 'east', 'hotel-pricerange': 'moderate', 'hotel-type': 'guest house', 'hotel-name': 'carolina bed and breakfast', 'hotel-internet': 'yes', 'hotel-book stay': '3', 'hotel-book day': 'wednesday', 'hotel-book people': '1', 'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-arriveby': '13:00'} [utterance_sys] how about the tr417 train arriving by 12:08 ? [utterance_usr] thanks for the information .

[context] {'attraction-type': 'college', 'attraction-name': 'christ college', 'attraction-area': 'centre', 'train-destination': 'bishops stortford', 'train-day': 'wednesday', 'train-arriveby': '21:15', 'train-departure': 'cambridge'} [utterance_sys] the trainid is tr4404 and the total travel time is 38 . [utterance_usr] what s the price ? [belief_state] {'attraction-type': 'college', 'attraction-name': 'christ college', 'attraction-area': 'centre', 'train-destination': 'bishops stortford', 'train-day': 'wednesday', 'train-arriveby': '21:15', 'train-departure': 'cambridge'}

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

[context] {'hotel-parking': 'no', 'hotel-area': 'south', 'hotel-name': 'lensfield hotel', 'hotel-pricerange': 'moderate', 'hotel-internet': 'yes', 'hotel-type': 'guest house'} [utterance_sys] the address to aylesbray lodge guest house is 5 mowbray road ! is there anything else i can help you with ? [utterance_usr] no that would be all . thanks .

[context] {'train-book people': '7', 'train-leaveat': '17:15', 'train-destination': 'stansted airport', 'train-day': 'sunday', 'train-departure': 'cambridge'} [utterance_sys] booking was made , ref number is 6qwlfww5 ! do you need anything more ? [utterance_usr] thats all , see ya ! [belief_state] {'train-book people': '7', 'train-leaveat': '17:15', 'train-destination': 'stansted airport', 'train-day': 'sunday', 'train-departure': 'cambridge'}

[context] {'attraction-type': 'theatre', 'attraction-name': 'adc theatre', 'attraction-area': 'centre'} [utterance_sys] the entrance fee is not listed , but you can reach them by phone at 01223300085 . the postcode is cb58as . [utterance_usr] thanks i also need a train that s going to cambridge . [belief_state] {'attraction-type': 'theatre', 'attraction-name': 'adc theatre', 'attraction-area': 'centre', 'train-destination': 'cambridge'}

[context] {'restaurant-name': 'golden house', 'hotel-type': 'guest house', 'hotel-parking': 'yes'} [utterance_sys] there are 21 guest houses that include free parking , did you have an area or price range in mind ? [utterance_usr] yes . i would like it to be in the moderate price range . also , i would prefer free wifi .

[context] {'hotel-area': 'north', 'hotel-parking': 'yes'} [utterance_sys] allenbell has free parking . would you like a reservation ? [utterance_usr] is it in the moderate price range ? [belief_state] {'hotel-name': 'allenbell', 'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate'}

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

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

[context] {'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive'} [utterance_sys] if you would like to eat in the city center , i recommend the curry garden . their phone is 01223302330 . can i book you a table ? [utterance_usr] yes , can you please book a table for 1 for 17:15 on thursday . could i have the reference number please ? [belief_state] {'restaurant-book day': 'thursday', 'restaurant-book people': '1', 'restaurant-book time': '17:15', 'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive'}

[context] {'hotel-parking': 'dontcare', 'hotel-pricerange': 'cheap', 'hotel-stars': '3', 'hotel-type': 'guest house'} [utterance_sys] would you like to try a hotel ? [utterance_usr] no , how about a moderate price guest house , please . try that . [belief_state] {'hotel-parking': 'dontcare', 'hotel-pricerange': 'moderate', 'hotel-stars': '3', 'hotel-type': 'guest house'}

[context] {} [utterance_sys] there are several trains that meet your criteria . how early would you like to arrive ? that will help me narrow down your choices . [utterance_usr] just a little before 17:15 arrival would be great .

[context] {'hotel-pricerange': 'expensive', 'hotel-internet': 'yes', 'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-arriveby': '11:30', 'train-departure': 'bishops stortford'} [utterance_sys] we have 5 hotel -s that meet your criteria . is there a particular area of town you would like to stay in ? [utterance_usr] nope , wherever you recommend will be great . thanks [belief_state] {'hotel-area': 'dontcare', 'hotel-pricerange': 'expensive', 'hotel-internet': 'yes', 'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-arriveby': '11:30', 'train-departure': 'bishops stortford'}

[context] {'hotel-area': 'north', 'hotel-pricerange': 'cheap', 'hotel-internet': 'yes', 'hotel-type': 'hotel'} [utterance_sys] no , none of them are cheap in the north . would you like to change your criteria ? [utterance_usr] try a different area . [belief_state] {'hotel-pricerange': 'cheap', 'hotel-internet': 'yes', 'hotel-type': 'hotel'}

[context] {'hotel-name': 'kirkwood house'} [utterance_sys] i can help you with that . what info did you need per say ? [utterance_usr] thank you ! do they have internet ?

[context] {'hotel-pricerange': 'cheap', 'hotel-stars': '4', 'hotel-internet': 'yes'} [utterance_sys] that hotel is located on back lane in cambourne . anything else ? [utterance_usr] do they have free parking ? [belief_state] {'hotel-pricerange': 'cheap', 'hotel-stars': '4', 'hotel-internet': 'yes'}

[context] {} [utterance_sys] [utterance_usr] yes , i am looking for place -s to go in the southern part of town . [belief_state] {'attraction-area': 'south'}

[context] {'hotel-book day': 'saturday', 'hotel-book people': '4', 'hotel-book stay': '4', 'hotel-name': 'avalon', 'hotel-area': 'dontcare', 'hotel-pricerange': 'moderate', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'train-departure': 'leicester'} [utterance_sys] sure , arrival at the cambridge station ? when are you traveling ? [utterance_usr] i will be travelling on saturday , but i cannot leave until the evening after 18:45 .

[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', 'train-leaveat': '16:00', 'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-departure': 'kings lynn'} [utterance_sys] the train leaving at 16:11 is id# tr5153 . may i help you with something else ? [utterance_usr] that was all that i needed to know , thank you ! [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-leaveat': '16:00', 'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-departure': 'kings lynn'}

[context] {'attraction-type': 'theatre'} [utterance_sys] there are 5 theatres in cambridge: adc theatre , cambridge arts theatre , mumford theatre , cambridge corn exchange , and the junction . what do you want to know about them ? [utterance_usr] i would like the address to the mumford theatre [belief_state] {'attraction-type': 'theatre', 'attraction-name': 'mumford theatre'}

[context] {'train-destination': 'norwich', 'train-day': 'friday', 'train-leaveat': '18:45', 'train-book people': '1', 'hotel-area': 'south', 'hotel-pricerange': 'moderate', 'hotel-type': 'guest house', 'hotel-stars': '4', 'hotel-name': 'aylesbray lodge guest house', 'hotel-parking': 'yes'} [utterance_sys] sure , it is located at 5 mowbray road , postcode cb17sr . [utterance_usr] ok . thanks . that is all my requests .

[context] {'hotel-parking': 'dontcare', 'hotel-pricerange': 'moderate', 'hotel-stars': '3', 'hotel-type': 'guest house'} [utterance_sys] of course . the hamilton lodge s phone number is 01223365664 . is there anything else you would like to know , or anything else i can help you with ? [utterance_usr] no , that is all . goodbye . [belief_state] {'hotel-parking': 'dontcare', 'hotel-pricerange': 'moderate', 'hotel-stars': '3', 'hotel-type': 'guest house'}

[context] {'restaurant-food': 'korean', 'restaurant-area': 'centre', 'hotel-book day': 'sunday', 'hotel-book people': '3', 'hotel-book stay': '3', 'hotel-name': 'university arms hotel', 'hotel-area': 'centre', 'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-type': 'hotel'} [utterance_sys] there s a restaurant called little seoul . it s expensive , but also on regent street . would that work ? [utterance_usr] yes please book it for 3 people sunday . [belief_state] {'restaurant-food': 'korean', 'restaurant-name': 'little seoul', 'restaurant-area': 'centre', 'hotel-book day': 'sunday', 'hotel-book people': '3', 'hotel-book stay': '3', 'hotel-name': 'university arms hotel', 'hotel-area': 'centre', 'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-type': 'hotel'}

[context] {'attraction-type': 'museum', 'attraction-area': 'east', 'attraction-name': 'gallery at 12 a high street', 'restaurant-food': 'british', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'east'} [utterance_sys] the grafton hotel restaurant is in the east and served high end british food , would you like more information on them ? [utterance_usr] could you book that for 4 people on wednesday at 16:15 .

[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 have 5 colleges on the west end of town . clare hall seems a good fit and is at cb39al . [utterance_usr] that sounds great , thank you for your help . [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] {} [utterance_sys] [utterance_usr] i am looking for a train . i need to leave on tuesday and want to arrive by 20:45 . [belief_state] {'train-day': 'tuesday', 'train-arriveby': '20:45'}

[context] {'restaurant-name': 'restaurant alimentum'} [utterance_sys] restaurant alimentum is a modern european restaurant in the south . it is located at 152154 hills road . their phone number is 01223413000 . [utterance_usr] could you book me a table for 1 at 12:30 on friday and could i have the reference number please ?

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

[context] {'restaurant-pricerange': 'cheap', 'restaurant-area': 'east'} [utterance_sys] the missing sock is a nice restaurant in the east part of town in the cheap price range [utterance_usr] what is the address and phone number ? [belief_state] {'restaurant-pricerange': 'cheap', 'restaurant-name': 'the missing sock', 'restaurant-area': 'east'}

[context] {'attraction-type': 'museum', 'attraction-area': 'east', 'hotel-pricerange': 'cheap', 'hotel-parking': 'yes', 'hotel-name': 'cambridge belfry', 'hotel-stars': '4'} [utterance_sys] you are welcome . have i answered all of your questions for you satisfactorily today ? [utterance_usr] yes ! have a nice day !

[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] {} [utterance_sys] [utterance_usr] im looking for a train that arrives by 9:15 and leaves tuesday [belief_state] {'train-day': 'tuesday', 'train-arriveby': '09:15'}

[context] {} [utterance_sys] i have 3 of them 2 that are moderate priced and 1 that is cheap . do you have a preference ? [utterance_usr] i would like a moderate priced 1 with a 3 star rating .

[context] {'hotel-area': 'centre'} [utterance_sys] the city room hotel meets your requirement -s . do you need the phone number ? [utterance_usr] does it have 4 stars ? [belief_state] {'hotel-area': 'centre', 'hotel-stars': '4'}

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

[context] {} [utterance_sys] yes there are 11 in the area and all have free admission . [utterance_usr] any of those are fine with me . could you provide me with the address and postcode for any 1 of them ?

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

[context] {'taxi-leaveat': '15:30', 'taxi-destination': 'williams art and antiques', 'taxi-departure': 'cambridge museum of technology'} [utterance_sys] you are welcome . is there anything else i can help with ? [utterance_usr] that would be all . thanks a lot . [belief_state] {'taxi-leaveat': '15:30', 'taxi-destination': 'williams art and antiques', 'taxi-departure': 'cambridge museum of technology'}

[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] {'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] {'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '4', 'hotel-internet': 'yes'} [utterance_sys] there are 6 hotel -s in the north part of the city that fall in the moderate price range , have free wifi and parking , and have 4 stars . any other specification -s ? [utterance_usr] i am not looking to book yet , can you tell me their price range -s ? [belief_state] {'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '4', 'hotel-internet': 'yes'}

[context] {} [utterance_sys] [utterance_usr] i want to take a train to cambridge on monday , what s available ?

[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] {'restaurant-food': 'british', 'restaurant-area': 'west'} [utterance_sys] i found 3 restaurant -s that serve british food in the west part of town . what price range are you looking for ? [utterance_usr] in the west and prefer expensive price range [belief_state] {'restaurant-food': 'british', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'west'}

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

[context] {'restaurant-name': 'fitzbillies restaurant'} [utterance_sys] the restaurant is located in the centre , would you like me to book you a table ? [utterance_usr] do not book it but can you send me their full contact info ? thanks . [belief_state] {'restaurant-name': 'fitzbillies restaurant'}

[context] {'taxi-leaveat': '05:15', 'taxi-destination': 'kings hedges learner pool', 'taxi-departure': 'anatolia', 'restaurant-food': 'turkish', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'anatolia', 'attraction-type': 'swimming pool', 'attraction-name': 'kings hedges learner pool', 'attraction-area': 'dontcare'} [utterance_sys] you will be in a white skoda and the contact number is 07935536503 . can i confirm , though , that you wish to leave the restaurant at 5:15 in the morning ? [utterance_usr] yes , i want to leave the restaurant by 05:15 . [belief_state] {'taxi-leaveat': '05:15', 'taxi-destination': 'kings hedges learner pool', 'taxi-departure': 'anatolia', 'restaurant-food': 'turkish', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'anatolia', 'attraction-type': 'swimming pool', 'attraction-name': 'kings hedges learner pool', 'attraction-area': 'dontcare'}

[context] {'restaurant-pricerange': 'cheap', 'restaurant-area': 'west', 'restaurant-name': 'la margherita'} [utterance_sys] how many people will be with you ? [utterance_usr] 4 people acan you book it for me ?

[context] {'restaurant-food': 'italian', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'la margherita'} [utterance_sys] la margherita serves great italian food . can i help with anything else ? [utterance_usr] no that is all , thank you very much . goodbye . [belief_state] {'restaurant-food': 'italian', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'la margherita'}

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

[context] {'train-destination': 'broxbourne', 'train-day': 'monday', 'train-departure': 'cambridge', 'train-leaveat': '09:00', 'train-book people': '3', 'attraction-name': 'sheeps green and lammas land park fen causeway'} [utterance_sys] there is no entrance free and the phone number is 01223302580 . will that be all you need help with this afternoon ? [utterance_usr] that s all i need . thank you .

[context] {'hotel-name': 'hobsons house', 'train-book people': '4', 'train-leaveat': '09:00', 'train-destination': 'peterborough', 'train-day': 'sunday', 'train-departure': 'cambridge'} [utterance_sys] hobsons house if a guest house located in the west and is moderate -ly priced . it has a 3 star rating and is located at 96 barton rd . book it for you ? [utterance_usr] no thank you . i just need their phone number for now . [belief_state] {'hotel-name': 'hobsons house', 'train-book people': '4', 'train-leaveat': '09:00', 'train-destination': 'peterborough', 'train-day': 'sunday', 'train-departure': 'cambridge'}

[context] {'train-destination': 'ely', 'train-day': 'thursday', 'train-arriveby': '14:15'} [utterance_sys] the travel time is only 17 minutes . [utterance_usr] when is the departure time for 10:07 ? [belief_state] {'train-destination': 'ely', 'train-day': 'thursday', 'train-arriveby': '14:15'}

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

[context] {'train-destination': 'cambridge', 'train-departure': 'broxbourne'} [utterance_sys] what day and time would you like to travel ? [utterance_usr] on saturday . i would like to leave after 8 thirty . [belief_state] {'train-leaveat': '08:30', 'train-destination': 'cambridge', 'train-day': 'saturday', 'train-departure': 'broxbourne'}

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

[context] {'hotel-parking': 'dontcare', 'hotel-internet': 'yes', 'hotel-pricerange': 'cheap', 'hotel-area': 'south'} [utterance_sys] rosa s bed and breakfast is the guest house for you . cheap , but 4 stars , with free internet and parking . [utterance_usr] i do not really need parking , is rosa s in the south of town ?

[context] {'hotel-area': 'north', 'hotel-type': 'guest house', 'attraction-type': 'museum', 'attraction-name': 'primavera', 'attraction-area': 'centre'} [utterance_sys] acorn guest house would be nice , can i boot it for you ? [utterance_usr] does it have free wifi ? [belief_state] {'hotel-name': 'acorn guest house', 'hotel-area': 'north', 'hotel-type': 'guest house', 'attraction-type': 'museum', 'attraction-name': 'primavera', 'attraction-area': 'centre'}

[context] {'hotel-book day': 'tuesday', 'hotel-book people': '1', 'hotel-book stay': '3', 'hotel-name': 'acorn guest house', 'hotel-area': 'north'} [utterance_sys] sorry , the acorn is not open then , shall i try somewhere else that fits your criteria ? [utterance_usr] yes , whatever you can find . [belief_state] {'hotel-book day': 'tuesday', 'hotel-book people': '3', 'hotel-book stay': '1', 'hotel-area': 'north'}

[context] {'attraction-type': 'museum', 'attraction-area': 'west', 'attraction-name': 'cambridge and county folk museum', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'west'} [utterance_sys] were you looking for a particular type of cuisine ? there are a few options in the area . [utterance_usr] just a moderate -ly priced restaurant , i need to book for 6 people at 12:15 on monday .

[context] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'cheap'} [utterance_sys] yes there are 4 . when would you like me to reserve the table for you ? [utterance_usr] yes , monday , 12:15 for 4 . [belief_state] {'restaurant-book day': 'monday', 'restaurant-book people': '4', 'restaurant-book time': '12:15', 'restaurant-food': 'chinese', 'restaurant-pricerange': 'cheap'}

[context] {'taxi-destination': 'yippee noodle bar', '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', 'hotel-book day': 'wednesday', 'hotel-book people': '2', 'hotel-book stay': '2', 'hotel-name': 'acorn guest house'} [utterance_sys] i have that booked and your reference number is bqbo6hov . [utterance_usr] thanks . now i'll just need a taxi to take me from the hotel to the restaurant , arriving by 17:00 . please give me car type and contact info [belief_state] {'taxi-destination': 'yippee noodle bar', 'taxi-departure': 'acorn guest house', 'taxi-arriveby': '17:00', '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', 'hotel-book day': 'wednesday', 'hotel-book people': '2', 'hotel-book stay': '2', 'hotel-name': 'acorn guest house'}

[context] {} [utterance_sys] i can help you with that . where are you going ? [utterance_usr] i am headed to saffron brasserie .

[context] {'train-day': 'tuesday', 'train-arriveby': '20:45'} [utterance_sys] where are you departing from ? and where would you like to go ? [utterance_usr] i am heading to cambridge , and i would like to leave from peterborough . [belief_state] {'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-arriveby': '20:45', 'train-departure': 'peterborough'}

[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] {'hotel-area': 'south', 'hotel-stars': '3'} [utterance_sys] either the bridge guest house or the lensfield hotel seem like they would work for you . would you like to book a reservation at 1 of them ? [utterance_usr] i need something with free parking as well . do either of those have free parking ?

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

[context] {} [utterance_sys] [utterance_usr] i want a train that is leaving from broxbourne . [belief_state] {'train-departure': 'broxbourne'}

[context] {} [utterance_sys] [utterance_usr] i am looking for a restaurant in the centre serving welsh food .

[context] {} [utterance_sys] [utterance_usr] hi , i am looking for a place with tuscan food in any price range . [belief_state] {'restaurant-food': 'tuscan', 'restaurant-pricerange': 'dontcare'}

[context] {'taxi-destination': 'yippee noodle bar', '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', 'hotel-area': 'north'} [utterance_sys] acorn guest house is a nice place , do you want their info ? [utterance_usr] do they have free parking ? [belief_state] {'taxi-destination': 'yippee noodle bar', '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', 'hotel-name': 'acorn guest house', 'hotel-area': 'north'}

[context] {} [utterance_sys] there are 4 . do you want a free entrance or 5 pounds ? [utterance_usr] free entrance please ! can i get the contact information for there .

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

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

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

[context] {} [utterance_sys] [utterance_usr] i am looking for a nice place to stay , somewhere expensive and luxurious with all the amenities like free wifi . can you recommend something like that ?

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

[context] {'hotel-area': 'centre', 'hotel-pricerange': 'cheap'} [utterance_sys] i can help you with that . there are 2 guest houses that meet those requirement -s . 1 is a 4 star and 1 is a 0 star . [utterance_usr] i want the 1 with 0 stars if it has free wifi [belief_state] {'hotel-area': 'centre', 'hotel-pricerange': 'cheap', 'hotel-stars': '0', 'hotel-internet': 'yes'}

[context] {} [utterance_sys] [utterance_usr] i need to take a train from cambridge . i would like to leave after 14:30 .

[context] {} [utterance_sys] [utterance_usr] i need to take a train out of cambridge on sunday . [belief_state] {'train-day': 'sunday', 'train-departure': 'cambridge'}

[context] {'restaurant-book day': 'wednesday', 'restaurant-book people': '3', 'restaurant-book time': '16:00', 'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'curry garden', 'restaurant-area': 'centre', 'hotel-book day': 'wednesday', 'hotel-book people': '3', 'hotel-book stay': '3', 'hotel-name': 'kirkwood house'} [utterance_sys] booked . the table will be reserved for 15 minutes . reference number: 5i58piaf . [utterance_usr] i need a ride to and from too please . i'll need the car type and contact number too please . [belief_state] {'taxi-destination': 'curry garden', 'taxi-departure': 'kirkwood house', 'taxi-arriveby': '16:00', 'restaurant-book day': 'wednesday', 'restaurant-book people': '3', 'restaurant-book time': '16:00', 'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'curry garden', 'restaurant-area': 'centre', 'hotel-book day': 'wednesday', 'hotel-book people': '3', 'hotel-book stay': '3', 'hotel-name': 'kirkwood house'}

[context] {'hotel-area': 'south', 'hotel-stars': '3'} [utterance_sys] either the bridge guest house or the lensfield hotel seem like they would work for you . would you like to book a reservation at 1 of them ? [utterance_usr] i need something with free parking as well . do either of those have free parking ?

[context] {'hotel-area': 'dontcare', 'hotel-stars': '1', 'hotel-internet': 'yes', 'hotel-type': 'guest house'} [utterance_sys] those are all booked for the year due to events is a hotel okay ? [utterance_usr] could you possible check in the surrounding area -s ? i might as well also get a list of 2 star rated hotel -s . do you mind ? [belief_state] {'hotel-area': 'dontcare', 'hotel-stars': '2', 'hotel-internet': 'yes', 'hotel-type': 'hotel'}

[context] {'attraction-type': 'museum', 'attraction-area': 'centre', 'train-book people': '1', 'train-leaveat': '16:45', 'train-destination': 'cambridge', 'train-day': 'friday', 'train-departure': 'birmingham new street'} [utterance_sys] there s 11 museums in the centre is there a type of museum you would like to visit ? [utterance_usr] anyone of those would work . could you recommend something for me ? i'll need the phone number , and address as well . [belief_state] {'attraction-type': 'museum', 'attraction-area': 'centre', 'train-book people': '1', 'train-leaveat': '16:45', 'train-destination': 'cambridge', 'train-day': 'friday', 'train-departure': 'birmingham new street'}

[context] {'attraction-type': 'college', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'east', 'restaurant-name': 'curry prince', 'restaurant-book time': '19:30', 'restaurant-book day': 'sunday', 'restaurant-book people': '3'} [utterance_sys] i have booked you with a red lexus . the contact number is 07986413859 . can i assist you with anything else ? [utterance_usr] that is all i need , thank you for the help .

[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': 'friday', 'restaurant-book people': '1', 'restaurant-book time': '16:45', 'restaurant-name': 'la raza', 'hotel-book day': 'friday', 'hotel-book people': '1', 'hotel-book stay': '3', 'hotel-name': 'aylesbray lodge guest house'} [utterance_sys] you are all set , the reference number is dk9z8hy4 , can i help with anything else ? [utterance_usr] thank you , but no . that is everything . thanks so much for your help . [belief_state] {'restaurant-book day': 'friday', 'restaurant-book people': '1', 'restaurant-book time': '16:45', 'restaurant-name': 'la raza', 'hotel-book day': 'friday', 'hotel-book people': '1', 'hotel-book stay': '3', 'hotel-name': 'aylesbray lodge guest house'}

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

[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': 'chinese', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'south'} [utterance_sys] there are 3 cheap chinese restaurant -s in the centre of town: charlie chan , rice house , or golden house . would you like me to book any of these ? [utterance_usr] i'll take rice house , what s the postcode ? [belief_state] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'south'}

[context] {'attraction-type': 'college', 'attraction-name': 'christ college', 'hotel-area': 'south', 'hotel-internet': 'dontcare', 'hotel-pricerange': 'moderate', 'hotel-stars': '3'} [utterance_sys] the bridge guest house is in the moderate price range . would you like me to book it ? [utterance_usr] actually , does it include free wifi ?

[context] {'hotel-area': 'north'} [utterance_sys] the acorn guest house is a 4 star guest house in the north . it has free parking and wifi , and is in the moderate price range . would you like a room ? [utterance_usr] that sounds like what i am looking for . yes , i would like to book a room . [belief_state] {'hotel-area': 'north'}

[context] {'train-leaveat': '14:30', 'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-departure': 'broxbourne'} [utterance_sys] how many tickets ? [utterance_usr] i do not need to book right now . could you just give me the train id . i'll need 1 that leaves after 14:30 tuesday . [belief_state] {'train-leaveat': '14:30', 'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-departure': 'broxbourne'}

[context] {'hotel-pricerange': 'moderate', 'hotel-parking': 'yes', 'hotel-type': 'guest house'} [utterance_sys] i have the archway house , it is a guest house in the moderate price range and has free parking . [utterance_usr] what is the full phone number and area code of the archway house ? also , is there a persian restaurant near the centre of the location ?

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

[context] {'restaurant-food': 'indian', 'restaurant-area': 'west'} [utterance_sys] it is in the moderate range for price . [utterance_usr] perfect . how about the phone number and postcode ? [belief_state] {'restaurant-food': 'indian', 'restaurant-name': 'meghna', 'restaurant-area': 'west'}

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

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

[context] {'hotel-name': 'express by holiday inn cambridge', 'hotel-area': 'east', 'hotel-pricerange': 'moderate', 'hotel-stars': '4', 'attraction-name': 'the place'} [utterance_sys] i have 3 moderate price , 4 star guest houses in the east . may i suggest warkworth house ? it s located at warkworth terrace . [utterance_usr] does the guest house have internet ? [belief_state] {'hotel-name': 'warkworth house', 'hotel-area': 'east', 'hotel-pricerange': 'moderate', 'hotel-stars': '4', 'attraction-name': 'the place'}

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

[context] {} [utterance_sys] [utterance_usr] i am looking for an expensive restaurant in the west . [belief_state] {'restaurant-pricerange': 'expensive', 'restaurant-area': 'west'}

[context] {'attraction-type': 'cinema', 'attraction-area': 'centre'} [utterance_sys] we have vue cinema [utterance_usr] okay that will work . can you please tell me their phone number , postcode and the entrance fee ? [belief_state] {'attraction-type': 'cinema', 'attraction-area': 'centre'}

[context] {'restaurant-pricerange': 'expensive', 'restaurant-area': 'centre', 'restaurant-food': 'dontcare', 'restaurant-name': 'bedouin', 'restaurant-book time': '12:15', 'restaurant-book day': 'thursday', 'restaurant-book people': '6', 'train-destination': 'broxbourne', 'train-day': 'friday', 'train-arriveby': '17:15', 'train-book people': '6', 'train-departure': 'cambridge', 'train-leaveat': '16:01'} [utterance_sys] your train is booked for 6 and the reference number is tdipdcjw . can i help you with anything else ? [utterance_usr] that will be all , thank you .

[context] {'restaurant-book day': 'monday', 'restaurant-book people': '5', 'restaurant-book time': '16:15', 'restaurant-food': 'european', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'michaelhouse cafe', 'restaurant-area': 'centre', 'train-book people': '5', 'train-destination': 'cambridge', 'train-day': 'monday', 'train-arriveby': '13:30', 'train-departure': 'london kings cross'} [utterance_sys] yes i will get that taken care of for you . anything else i can do for you today ? [utterance_usr] i need the train id , please . [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] {'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] {'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] ashley hotel , it has 2 stars and yes they have internet [utterance_usr] sweet . that s all i needed then .

[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] {'restaurant-food': 'turkish', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'anatolia', 'attraction-type': 'swimming pool', 'attraction-name': 'kings hedges learner pool', 'attraction-area': 'dontcare'} [utterance_sys] where will the taxi be leaving from and going to ? [utterance_usr] the restaurant and the swimming pool of course . i want to leave the restaurant by 5:15 sharp [belief_state] {'taxi-leaveat': '05:15', 'taxi-destination': 'kings hedges learner pool', 'taxi-departure': 'anatolia', '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': 'wednesday', 'train-departure': 'stansted airport', 'train-leaveat': 'dontcare', 'train-arriveby': '10:30', 'train-book people': '2', 'attraction-type': 'museum', 'attraction-name': 'williams art and antiques'} [utterance_sys] the postcode is cb12lj . is there anything else i can assist you with ? [utterance_usr] that should be all , thank you !

[context] {'restaurant-food': 'international', 'restaurant-name': 'the missing sock', 'restaurant-area': 'east'} [utterance_sys] there phone number is 01223812660 is there anything else i can help you with ? [utterance_usr] that is all , thank you . [belief_state] {'restaurant-food': 'international', 'restaurant-name': 'the missing sock', 'restaurant-area': 'east'}

[context] {} [utterance_sys] [utterance_usr] what is the closest 4 star hotel with free wifi ? [belief_state] {'hotel-stars': '4', 'hotel-internet': 'yes'}

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

[context] {'restaurant-pricerange': 'moderate', 'restaurant-area': 'north'} [utterance_sys] the nirala is a great moderate -ly priced indian restaurant in the north part of town . they are located at 191 histon road chesterton . is there anything else i can do for you today ? [utterance_usr] thank you , goodbye . [belief_state] {'restaurant-pricerange': 'moderate', 'restaurant-area': 'north'}

[context] {'restaurant-food': 'african', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'centre', 'hotel-area': 'dontcare', 'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-stars': '3', 'hotel-internet': 'yes'} [utterance_sys] great , i have found 2 hotel -s meeting that criteria . how many days were you spending at the hotel and how many people will be residing with you ? [utterance_usr] i need a hotel for 2 people on 4 nights starting on friday [belief_state] {'restaurant-food': 'african', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'centre', 'hotel-book day': 'friday', 'hotel-book people': '2', 'hotel-book stay': '4', 'hotel-area': 'dontcare', 'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-stars': '3', 'hotel-internet': 'yes'}

[context] {'hotel-book day': 'thursday', 'hotel-book people': '6', 'hotel-book stay': '1', 'hotel-name': 'lovell lodge', 'attraction-type': 'entertainment', 'attraction-name': 'funky fun house', 'taxi-destination': 'lovell lodge', 'taxi-departure': 'funky fun house', 'taxi-leaveat': '16:30'} [utterance_sys] you are all set . the taxi is a red ford with a contact number 07961394234 . [utterance_usr] thank you so much . i am good now . goodbye .

[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] you are welcome . would you like for me to book train tr6763 for you ? [utterance_usr] no thank you . goodbye ! [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] {'restaurant-pricerange': 'moderate', 'restaurant-name': 'nirala', 'restaurant-area': 'north'} [utterance_sys] thank you for using our system . goodbye [utterance_usr] goodbye [belief_state] {'restaurant-pricerange': 'moderate', 'restaurant-name': 'nirala', 'restaurant-area': 'north'}

[context] {'hotel-name': 'kirkwood house', 'attraction-name': 'tenpin'} [utterance_sys] before i let you go , i just want to make sure that you do not need anymore info or a booking on the attraction or hotel ? [utterance_usr] that s all , folks ! i appreciate your help .

[context] {'restaurant-food': 'italian', 'restaurant-pricerange': 'cheap', 'restaurant-area': 'north', 'attraction-type': 'swimming pool', 'attraction-area': 'north'} [utterance_sys] here is the phone numbers and postcodes for both jesus green outdoor pool 01223302579 cb43px kings hedges learner pool 01223353248 cb42xh is there anything else i can assist you with ? [utterance_usr] no , that s all i need . thank you for your help . [belief_state] {'restaurant-food': 'italian', 'restaurant-pricerange': 'cheap', 'restaurant-area': 'north', 'attraction-type': 'swimming pool', 'attraction-area': 'north'}

[context] {'restaurant-food': 'mexican', 'restaurant-area': 'south'} [utterance_sys] chiquito restaurant bar is located in the south part of town is in the expensive price range . would you like additional information ? [utterance_usr] what is the phone number and price range [belief_state] {'restaurant-food': 'mexican', 'restaurant-name': 'chiquito restaurant bar', 'restaurant-area': 'south'}

[context] {'attraction-area': 'east', 'attraction-name': 'funky fun house'} [utterance_sys] their postcode is cb58hy . can i help you with anything else today ? [utterance_usr] can you find me a moderate -ly priced british restaurant ?

[context] {'attraction-type': 'college', 'attraction-area': 'centre'} [utterance_sys] hughes hall postcode cb12ew . their phone number is 01223334898 . saint catharine s college postcode cb21rl . their phone number is 01223338300 . is there anything else i can help with ? [utterance_usr] yes , are there any british place -s to eat at in the same area ? [belief_state] {'restaurant-food': 'british', 'restaurant-area': 'centre', 'attraction-type': 'college', 'attraction-area': 'centre'}

[context] {'attraction-area': 'east'} [utterance_sys] camboats is a nice place that i reccommend [utterance_usr] can you give me the postcode , please ? [belief_state] {'attraction-name': 'camboats', 'attraction-area': 'east'}

[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'} [utterance_sys] can you tell me what day you want to go , please ? [utterance_usr] i need to leave cambridge on monday .

[context] {'train-destination': 'cambridge', 'train-arriveby': '16:00', 'train-departure': 'cambridge'} [utterance_sys] so you want a train to and from cambridge ? can you please clarify and also give a day ? [utterance_usr] i need to go to leicester on saturday and arrive by 16:00 [belief_state] {'train-destination': 'leicester', 'train-day': 'saturday', 'train-arriveby': '16:00', 'train-departure': 'cambridge'}

[context] {'hotel-book day': 'monday', 'hotel-book people': '1', 'hotel-book stay': '2', 'hotel-area': 'east', 'hotel-pricerange': 'moderate', 'hotel-type': 'guest house'} [utterance_sys] booking was successful . reference number is : i4afi8et . what else do you need ? [utterance_usr] i am looking for an attraction called the cambridge corn exchange ? can you provide me with more information ? [belief_state] {'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] {} [utterance_sys] [utterance_usr] i am looking for a hotel with free parking and free wifi .

[context] {'hotel-area': 'centre', 'hotel-internet': 'yes'} [utterance_sys] i see that the alexander bed and breakfast guest house is in the centre of town and include -s free internet . would you like me to book it for you ? [utterance_usr] yes , i would like it , and hope that is has free parking space . [belief_state] {'hotel-name': 'alexander bed and breakfast', 'hotel-area': 'centre', 'hotel-parking': 'yes', 'hotel-internet': 'yes'}

[context] {'hotel-pricerange': 'cheap', 'hotel-stars': '0', 'hotel-internet': 'yes'} [utterance_sys] there are 30 star hotel -s , both city centre north bed and breakfast , and el shaddai are cheap , and cityroomz is moderate . which would you like ? [utterance_usr] i would prefer a guest house if any 0 stars are available . [belief_state] {'hotel-pricerange': 'cheap', 'hotel-stars': '0', 'hotel-internet': 'yes', '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-food': 'european', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'dontcare', 'train-leaveat': '14:15', 'train-destination': 'cambridge', 'train-day': 'friday', 'train-arriveby': 'dontcare', 'train-departure': 'london kings cross'} [utterance_sys] how about the eraina located at free school lane city centre . would you like reservations ? [utterance_usr] no . i just need the address [belief_state] {'restaurant-food': 'european', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'eraina', 'restaurant-area': 'dontcare', 'attraction-name': 'free', 'train-leaveat': '14:15', 'train-destination': 'cambridge', 'train-day': 'friday', 'train-arriveby': 'dontcare', 'train-departure': 'london kings cross'}

[context] {'restaurant-book day': 'tuesday', 'restaurant-book people': '1', 'restaurant-book time': '17:30', 'restaurant-food': 'modern european', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'de luca cucina and bar'} [utterance_sys] booking was unsuccessful . do you want to try for another day or time slot ? [utterance_usr] do they have an opening at 16:30 , by any chance ? [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'}

[context] {'taxi-departure': 'centre', 'taxi-leaveat': '11:45', 'train-destination': 'leicester', 'train-departure': 'cambridge', 'train-day': 'wednesday', 'train-arriveby': '21:00'} [utterance_sys] the train id is tr0677 . [utterance_usr] can you book it for me ?

[context] {'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'centre', 'train-book people': '4', 'train-leaveat': '21:00', 'train-destination': 'leicester', 'train-departure': 'cambridge'} [utterance_sys] anything else i can help you with today ? [utterance_usr] nothing else , thank you . have a great day . [belief_state] {'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'centre', 'train-book people': '4', 'train-leaveat': '21:00', 'train-destination': 'leicester', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] [utterance_usr] i need a train that goes to cambridge and departs from bishops stortford . [belief_state] {'train-destination': 'cambridge', 'train-departure': 'bishops stortford'}

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

[context] {'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'west'} [utterance_sys] i would recommend tandoori palace at 68 histon road chesterton . the food there is great . would you like for me to book a reservation for you ? [utterance_usr] yes 4 people on 18:15 on friday . should be a fin way to start the weekend . [belief_state] {'restaurant-book day': 'friday', 'restaurant-book people': '4', 'restaurant-book time': '18:15', 'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'tandoori palace', 'restaurant-area': 'west'}

[context] {'train-book people': '3', 'train-leaveat': '10:30', 'train-destination': 'cambridge', 'train-day': 'saturday', 'train-departure': 'norwich'} [utterance_sys] booking was successful , the total fee is 42.24 gbp payable at the station . reference number is : 3ph9mfon . anything else ? [utterance_usr] yes , i need somewhere to eat that day . are there any good italian restaurant -s on the south side of town ? [belief_state] {'restaurant-food': 'italian', 'restaurant-area': 'south', 'train-book people': '3', 'train-leaveat': '10:30', 'train-destination': 'cambridge', 'train-day': 'saturday', 'train-departure': 'norwich'}

[context] {} [utterance_sys] i do not have anyone specializing in east european food however i have an expensive place called eraina that serves european food . [utterance_usr] no , how about an italian place instead . also , can you give me my reference number for my train tickets , please ? i never got that .

[context] {} [utterance_sys] do you have any food type preferences ? [utterance_usr] i would like to eat international food . [belief_state] {'restaurant-food': 'international'}

[context] {'restaurant-book people': '3', 'restaurant-food': 'italian', 'restaurant-area': 'south', 'train-book people': '3', 'train-leaveat': '10:30', 'train-destination': 'cambridge', 'train-day': 'saturday', 'train-departure': 'norwich'} [utterance_sys] what time and day would you like to reserve it for ? [utterance_usr] i need to book a table for the same group of people at 21:00 on the same day . [belief_state] {'restaurant-book day': 'saturday', 'restaurant-book people': '3', 'restaurant-book time': '21:00', 'restaurant-food': 'italian', 'restaurant-name': 'frankie and bennys', 'restaurant-area': 'south', 'train-book people': '3', 'train-leaveat': '10:30', 'train-destination': 'cambridge', 'train-day': 'saturday', 'train-departure': 'norwich'}

[context] {} [utterance_sys] [utterance_usr] i need a place to stay on the west side of town , and i definitely need free wifi .

[context] {} [utterance_sys] [utterance_usr] can you help me find a place to stay ? i am looking for a hotel with a star of 0 and it needs free wifi . [belief_state] {'hotel-stars': '0', 'hotel-internet': 'yes'}

[context] {'restaurant-book day': 'wednesday', 'restaurant-book people': '6', 'restaurant-book time': '16:15', 'restaurant-food': 'italian', 'restaurant-name': 'prezzo', 'restaurant-area': 'west', 'hotel-area': 'west', 'hotel-pricerange': 'expensive'} [utterance_sys] yes they do have both . [utterance_usr] perfect . can you reserve me rooms for the same 6 people for 4 nights , and we'd like to check in the same day , too . [belief_state] {'restaurant-book day': 'wednesday', 'restaurant-book people': '6', 'restaurant-book time': '16:15', 'restaurant-food': 'italian', 'restaurant-name': 'prezzo', 'restaurant-area': 'west', 'hotel-book day': 'wednesday', 'hotel-book people': '6', 'hotel-book stay': '4', 'hotel-name': 'huntingdon marriott hotel', 'hotel-area': 'west', 'hotel-pricerange': 'expensive'}

[context] {'attraction-area': 'centre', 'attraction-type': 'museum', 'restaurant-food': 'turkish', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'centre', 'restaurant-book people': '8'} [utterance_sys] i would recommend anatolia . what day would you like to reserve that ? [utterance_usr] friday please . at 12:45 if possible .

[context] {'restaurant-book day': 'thursday', 'restaurant-book people': '8', 'restaurant-book time': '11:00', 'restaurant-food': 'turkish', 'restaurant-pricerange': 'expensive'} [utterance_sys] i am sorry , the booking was unsuccessful . would you like me to look for another restaurant ? [utterance_usr] yes , please and 1 that serves turkish food . [belief_state] {'restaurant-book day': 'thursday', 'restaurant-book people': '8', 'restaurant-book time': '11:00', 'restaurant-food': 'turkish'}

[context] {'restaurant-food': 'korean', 'restaurant-name': 'little seoul', 'restaurant-area': 'centre', 'hotel-book day': 'sunday', 'hotel-book people': '3', 'hotel-book stay': '3', 'hotel-name': 'university arms hotel', 'hotel-area': 'centre', 'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-type': 'hotel'} [utterance_sys] what time would you like the reservation ? [utterance_usr] i would like it booked for the same day at 14:15 . can i get a reference number too ? [belief_state] {'restaurant-book day': 'sunday', 'restaurant-book people': '3', 'restaurant-book time': '14:15', 'restaurant-food': 'korean', 'restaurant-name': 'little seoul', 'restaurant-area': 'centre', 'hotel-book day': 'sunday', 'hotel-book people': '3', 'hotel-book stay': '3', 'hotel-name': 'university arms hotel', 'hotel-area': 'centre', 'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-type': 'hotel'}

[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] {'attraction-type': 'theatre', 'attraction-area': 'centre', 'train-destination': 'london kings cross', 'train-day': 'wednesday', 'train-arriveby': '08:30', 'train-departure': 'cambridge'} [utterance_sys] does the cambrdige corn exchange theatre in the center pique your interest ? [utterance_usr] that sounds interesting ! can i have their address , entrance fee , and phone number ? [belief_state] {'attraction-type': 'theatre', 'attraction-name': 'the cambridge corn exchange', 'attraction-area': 'centre', 'train-destination': 'london kings cross', 'train-day': 'wednesday', 'train-arriveby': '08:30', 'train-departure': 'cambridge'}

[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-area': 'centre', 'hotel-type': 'guest house'} [utterance_sys] there are 2 hotel -s available . do you have a preference between 0 or 4 stars ? [utterance_usr] 3 stars will be fine thank you [belief_state] {'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-area': 'centre', 'hotel-stars': '3', 'hotel-type': 'guest house'}

[context] {'train-departure': 'leicester', 'train-leaveat': '09:30', 'train-destination': 'cambridge', 'train-day': 'monday'} [utterance_sys] great , i have booked your ticket , your reference number is : i6nj8fub . may i help you with anything else ? [utterance_usr] okay thank you for everything .

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

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

[context] {} [utterance_sys] i have 5 trains that can get you to ely by 15:45 . what time would you like to depart ? [utterance_usr] i would like to arrive by 15.45 i want the travel and departure time

[context] {'train-destination': 'peterborough', 'train-day': 'sunday'} [utterance_sys] ok , i have 38 trains heading to peterborough on sunday . what time would you like to leave ? [utterance_usr] i would like to leave after 15:00 . [belief_state] {'train-leaveat': '15:00', 'train-destination': 'peterborough', 'train-day': 'sunday'}

[context] {'taxi-leaveat': '12:15', 'taxi-departure': 'aylesbray lodge guest house'} [utterance_sys] ok , please let me know when you know . [utterance_usr] ok , we want to be at the tall monument . [belief_state] {'taxi-leaveat': '12:15', 'taxi-destination': 'tall monument', 'taxi-departure': 'aylesbray lodge guest house'}

[context] {} [utterance_sys] [utterance_usr] are there any luxurious and expensive place -s to stay in the south section of town ?

[context] {} [utterance_sys] [utterance_usr] i need to find a guest house with a moderate price range . any place -s to stay ? [belief_state] {'hotel-pricerange': 'moderate', 'hotel-type': 'guest house'}

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

[context] {} [utterance_sys] there are 8 restaurant -s which serve european cuisine located in the centre . did you have a price range in mind ? [utterance_usr] yes , i am looking for a very nice , expensive place .

[context] {'restaurant-pricerange': 'cheap'} [utterance_sys] there are 22 different place -s that server cheap food . did you have a certain type of food you were interested in ? [utterance_usr] do any of those place -s serve romanian food ? i am in the mood for polenta ! [belief_state] {'restaurant-food': 'romanian', 'restaurant-pricerange': 'cheap'}

[context] {'taxi-departure': 'kohinoor'} [utterance_sys] and when would you like to leave or arrive by ? [utterance_usr] i need to leave after 07:45 . [belief_state] {'taxi-leaveat': '07:45', 'taxi-departure': 'kohinoor'}

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

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

[context] {'hotel-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] {'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] how about corpus christi college ? its address is saint andrew s street , postcode is cb21rh , and their phone number is 01223338000 . [utterance_usr] what about the entrance fee ? is there 1 ?

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

[context] {'restaurant-book day': 'friday', 'restaurant-book people': '4', 'restaurant-book time': '18:15', 'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'tandoori palace', 'restaurant-area': 'west', 'attraction-type': 'museum', 'attraction-area': 'west'} [utterance_sys] the cafe jello gallery has free admission and is located at 13 magdalene street , postcode cb30af . would you like information on any others ? [utterance_usr] no , that is all the information i need . thank you . [belief_state] {'restaurant-book day': 'friday', 'restaurant-book people': '4', 'restaurant-book time': '18:15', 'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'tandoori palace', 'restaurant-area': 'west', 'attraction-type': 'museum', 'attraction-name': 'cafe jello gallery', 'attraction-area': 'west'}

[context] {'hotel-name': 'arbury lodge guest house', 'hotel-book stay': '5', 'hotel-book day': 'monday', 'hotel-book people': '8'} [utterance_sys] sorry about that the arbury lodge guest house is , in fact , in my database . your room is reserved , reference #n3cvyhhj . can i help with anything else today ? [utterance_usr] that s great ! thanks , i think that s all i need today .

[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', 'train-leaveat': '16:00', 'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-departure': 'kings lynn'} [utterance_sys] the train leaving at 16:11 is id# tr5153 . may i help you with something else ? [utterance_usr] that was all that i needed to know , thank you ! [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-leaveat': '16:00', 'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-departure': 'kings lynn'}

[context] {} [utterance_sys] was there a particular area of town you wanted to dine in ? or a particular style of cuisine ? [utterance_usr] i would really like some malaysian food tonight , moderate in price please . [belief_state] {'restaurant-food': 'malaysian', 'restaurant-pricerange': 'moderate'}

[context] {'train-leaveat': '17:45', 'train-destination': 'cambridge', 'train-day': 'sunday', 'train-arriveby': 'dontcare', 'train-departure': 'leicester', 'hotel-pricerange': 'cheap', 'hotel-stars': '4', 'hotel-area': 'east'} [utterance_sys] the allenbell is a guest house located at 517a coldham lane . how many days would you like me to book your stay for ? [utterance_usr] actually , i just need the address and hotel type , if you do not mind .

[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] [utterance_usr] i am looking for somewhere to go in the west of town [belief_state] {'attraction-area': 'west'}

[context] {'attraction-type': 'college', 'attraction-name': 'christ college', 'hotel-area': 'south', 'hotel-internet': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '3', 'hotel-name': 'bridge guest house', 'hotel-parking': 'yes'} [utterance_sys] your are very welcome . have a great day . [utterance_usr] thanks for your help

[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] i am sorry , there is no listing for an entrance fee available . [utterance_usr] can i please get the address for the swimming 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] {'hotel-type': 'hotel'} [utterance_sys] i would love to . what price range where you looking in ? [utterance_usr] i would like cheap . [belief_state] {'hotel-pricerange': 'cheap', 'hotel-type': 'hotel'}

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

[context] {'hotel-book day': 'friday', 'hotel-book people': '7', 'hotel-book stay': '4', 'hotel-parking': 'yes', 'hotel-stars': '4', 'train-book people': '7', 'train-leaveat': '15:15', 'train-day': 'friday', 'train-departure': 'london liverpool street'} [utterance_sys] have a great day and stay ! [utterance_usr] good day to you too , goodbye [belief_state] {'hotel-book day': 'friday', 'hotel-book people': '7', 'hotel-book stay': '4', 'hotel-parking': 'yes', 'hotel-stars': '4', 'train-book people': '7', 'train-leaveat': '15:15', 'train-day': 'friday', 'train-departure': 'london liverpool street'}

[context] {} [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] {'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'} [utterance_sys] how about the acorn guest house ? it is rated 4 stars and is on the north side of town . they offer free parking and internet . [utterance_usr] yes this is perferect please book it for me .

[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] {'restaurant-food': 'european', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'dontcare', 'hotel-area': 'dontcare', 'hotel-pricerange': 'expensive', 'hotel-stars': '4', 'hotel-internet': 'yes', 'hotel-type': 'hotel'} [utterance_sys] in that case , i recommend university arms hotel . it s in the same area as the restaurant and may be more convenient . [utterance_usr] that will be fine can you get me the address and postcode . [belief_state] {'restaurant-food': 'european', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'dontcare', 'hotel-name': 'university arms hotel', 'hotel-area': 'dontcare', 'hotel-pricerange': 'expensive', 'hotel-stars': '4', 'hotel-internet': 'yes', 'hotel-type': 'hotel'}

[context] {'restaurant-pricerange': 'cheap', 'restaurant-area': 'west', 'restaurant-name': 'la margherita', 'restaurant-book people': '4', 'hotel-area': 'west', 'hotel-name': 'finches bed and breakfast', 'hotel-book stay': '4', 'hotel-book day': 'saturday', 'hotel-book people': '8'} [utterance_sys] your room is booked , ref #1dcw8jzn . can i help you with anything else today ? [utterance_usr] yes . i am looking for a 4 star hotel in the west . could you please find me 1 ?

[context] {'hotel-book day': 'wednesday', 'hotel-book people': '6', 'hotel-book stay': '3', 'hotel-name': 'finches bed and breakfast'} [utterance_sys] your booking was successful . your reference number is 1kb3h7vc . may i help you with anything else ? [utterance_usr] yes , i am also interested in finding some kind a multiple sports place to go while i am in town . is there anything like that ? [belief_state] {'hotel-book day': 'wednesday', 'hotel-book people': '6', 'hotel-book stay': '3', 'hotel-name': 'finches bed and breakfast', 'attraction-type': 'multiple sports'}

[context] {'train-book people': '8', 'train-leaveat': '14:30', 'train-destination': 'birmingham new street', 'train-departure': 'cambridge'} [utterance_sys] all right sir . i have booked it for 8 people . your reference number is zn7zx8o2 . [utterance_usr] can you recommend a fun place to visit while i am in town ? [belief_state] {'train-leaveat': '14:30', 'train-destination': 'birmingham new street', 'train-departure': 'cambridge'}

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

[context] {} [utterance_sys] [utterance_usr] hello , i am looking for a local restaurant that serves indian food and is located in the centre of town . [belief_state] {'restaurant-food': 'indian', 'restaurant-area': 'centre'}

[context] {'restaurant-book day': 'thursday', 'restaurant-book people': '3', 'restaurant-book time': '12:45', 'restaurant-food': 'indian', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'west', 'train-book people': '3', 'train-destination': 'cambridge', 'train-day': 'thursday', 'train-departure': 'norwich'} [utterance_sys] alright i found you the tr3948 that leaves at 07:16 . would you like me to book it for you ? [utterance_usr] yes please . i'll need 3 tickets . [belief_state] {'restaurant-book day': 'thursday', 'restaurant-book people': '3', 'restaurant-book time': '12:45', 'restaurant-food': 'indian', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'west', 'train-book people': '3', 'train-leaveat': '08:30', 'train-destination': 'cambridge', 'train-day': 'thursday', 'train-departure': 'norwich'}

[context] {'hotel-pricerange': 'moderate', 'hotel-parking': 'yes', 'hotel-type': 'guest house', 'hotel-name': 'archway house', 'restaurant-pricerange': 'expensive', 'restaurant-food': 'persian'} [utterance_sys] there are no persian restaurant -s . would you like to try something else ? [utterance_usr] somewhere that serves international food please .

[context] {'hotel-area': 'centre', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '3'} [utterance_sys] i am sorry there are no hotel that are moderate in the centre of the city . would you like a different part of town ? [utterance_usr] no . are there any guest houses in that range ? [belief_state] {'hotel-area': 'centre', 'hotel-parking': 'yes', 'hotel-pricerange': 'cheap', 'hotel-stars': '3', 'hotel-type': 'guest house'}

[context] {'train-destination': 'birmingham new street', 'train-day': 'friday', 'train-arriveby': '18:15', 'train-departure': 'cambridge'} [utterance_sys] the cost per ticket for that train is 75.10 pounds did you still want me to book it for you ? [utterance_usr] no , thats ok . i also need to find a cheap italian restaurant . [belief_state] {'restaurant-food': 'italian', 'train-destination': 'birmingham new street', 'train-day': 'friday', 'train-arriveby': '18:15', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] sure thing , when you like to leave by ? [utterance_usr] i need to leave after 24:00 .

[context] {'restaurant-name': 'sesame restaurant and bar', 'hotel-name': 'acorn guest house', 'hotel-area': 'north', 'hotel-stars': '4', 'hotel-type': 'guest house'} [utterance_sys] the sesame restaurant and bar serves chinese food , located in the centre area at hills road city centre , postal code cb21nw17 . you can contact them at this phone number , 01223358899 . [utterance_usr] i need a taxi to commute between the 2 place -s . i want to leave the restaurant at 15:45 . can i get the phone number and type of car ? [belief_state] {'taxi-leaveat': '15:45', 'taxi-destination': 'acorn guest house', 'taxi-departure': 'sesame restaurant and bar', 'restaurant-name': 'sesame restaurant and bar', 'hotel-name': 'acorn guest house', 'hotel-area': 'north', 'hotel-stars': '4', 'hotel-type': 'guest house'}

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

[context] {} [utterance_sys] [utterance_usr] i would like a train leaving from norwich and arriving by 17:15 , please . [belief_state] {'train-arriveby': '17:15', 'train-departure': 'norwich'}

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

[context] {} [utterance_sys] [utterance_usr] i am looking for place -s to go in town like a college in the centre . [belief_state] {'attraction-type': 'college', 'attraction-area': 'centre'}

[context] {} [utterance_sys] i have colleges , museums , nightclubs , swimming pools , etc ? is there something particular you would like to do and i can narrow it down . [utterance_usr] a nightclub sounds fun . is there 1 in the centre of town ? [belief_state] {'attraction-type': 'nightclub', 'attraction-area': 'centre'}

[context] {'train-destination': 'london kings cross', 'train-day': 'saturday', 'train-departure': 'cambridge', 'train-leaveat': '17:45', 'restaurant-name': 'the hotpot', 'restaurant-book day': 'saturday', 'restaurant-book people': '2'} [utterance_sys] what time would you prefer ? [utterance_usr] we'd like to dine at 14:15 , if possible .

[context] {'restaurant-book day': 'saturday', 'restaurant-book people': '8', 'restaurant-book time': '14:45', 'restaurant-name': 'backstreet bistro', 'train-destination': 'cambridge', 'train-day': 'saturday', 'train-arriveby': '11:15', 'train-departure': 'stevenage'} [utterance_sys] there are 3 trains that fit that criteria . 1 arrives at 6:43 , another at 8:43 and the last at 10:43 . which would you prefer ? [utterance_usr] can you give me the price , train id , and travel time for the 1 that arrives at 8:43 ? [belief_state] {'restaurant-book day': 'saturday', 'restaurant-book people': '8', 'restaurant-book time': '14:45', 'restaurant-name': 'backstreet bistro', 'train-destination': 'cambridge', 'train-day': 'saturday', 'train-arriveby': '11:15', 'train-departure': 'stevenage'}

[context] {'hotel-area': 'north', 'hotel-type': 'guest house', 'attraction-type': 'museum', 'attraction-name': 'primavera', 'attraction-area': 'centre'} [utterance_sys] acorn guest house would be nice , can i boot it for you ? [utterance_usr] does it have free wifi ? [belief_state] {'hotel-name': 'acorn guest house', 'hotel-area': 'north', 'hotel-type': 'guest house', 'attraction-type': 'museum', 'attraction-name': 'primavera', 'attraction-area': 'centre'}

[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'} [utterance_sys] their phone number is 01223400170 and their postcode is cb17dy [utterance_usr] i need a taxi from the hotel to the restaurant , leaving the hotel by 02:30 , i have to make sure im first in line when they open for breakfast .

[context] {'restaurant-book day': 'wednesday', 'restaurant-book people': '3', 'restaurant-book time': '17:30', 'restaurant-food': 'dontcare', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'cambridge chop house', 'restaurant-area': 'centre', 'hotel-name': 'huntingdon marriott hotel'} [utterance_sys] your booking was successful . here is your reference number , cuz69hsd . [utterance_usr] thanks , now can you book me a taxi ? i want to be picked up from my hotel and taken to the restaurant by 17:30 . please give me car type and contact number [belief_state] {'taxi-destination': 'cambridge chop house', 'taxi-departure': 'huntingdon marriott hotel', 'taxi-arriveby': '17:30', 'restaurant-book day': 'wednesday', 'restaurant-book people': '3', 'restaurant-book time': '17:30', 'restaurant-food': 'dontcare', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'cambridge chop house', 'restaurant-area': 'centre', 'hotel-name': 'huntingdon marriott hotel'}

[context] {'hotel-name': 'avalon', 'hotel-area': 'north', 'hotel-parking': 'no', 'hotel-internet': 'yes'} [utterance_sys] they are located at 62 gilbert road cb43pd , phone number 01223353071 . would you like me to book it for you ? [utterance_usr] yes please book it for me thank you [belief_state] {'hotel-name': 'avalon', 'hotel-area': 'north', 'hotel-parking': 'no', 'hotel-internet': 'yes'}

[context] {'taxi-leaveat': '17:15', 'taxi-departure': 'cow pizza kitchen and bar', 'taxi-destination': 'bishops stortford'} [utterance_sys] it s a black volvo , the contact number is 07462847735 . that s 07462814435 . [utterance_usr] can you please confirm that my booking is set ? thank you .

[context] {'taxi-leaveat': '10:15', 'taxi-destination': 'museum of classical archaeology', 'taxi-departure': 'curry king'} [utterance_sys] a red bmw will pick you up , and the contact number is 07641445161 . can i help you with anything else ? [utterance_usr] no thank you , that s all i need for now ! [belief_state] {'taxi-leaveat': '10:15', 'taxi-destination': 'museum of classical archaeology', 'taxi-departure': 'curry king'}

[context] {} [utterance_sys] [utterance_usr] i want to try food in cambridge and need to get a train to stevenage that leaves after 14:45 . [belief_state] {'train-leaveat': '14:45', 'train-destination': 'stevenage'}

[context] {'hotel-parking': 'yes', 'hotel-internet': 'yes', 'hotel-pricerange': 'moderate', 'hotel-type': 'hotel', 'hotel-name': 'archway house', 'hotel-book stay': '3', 'hotel-book day': 'monday', 'hotel-book people': '6', 'attraction-name': 'saint catharines college', 'taxi-destination': 'saint catharines college', 'taxi-departure': 'archway house'} [utterance_sys] ywa which spot will you be leaving from and do you have an estimated time ? [utterance_usr] i want to leave the hotel by 07:00 .

[context] {'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] which 1 will be leaving from ? [utterance_usr] from the hotel to the restaurant , then back . [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 a restaurant in the north that is in the cheap price range . [belief_state] {'restaurant-pricerange': 'cheap', 'restaurant-area': 'north'}

[context] {'hotel-pricerange': 'expensive', 'hotel-internet': 'yes', 'hotel-area': 'centre', 'train-day': 'tuesday', 'train-leaveat': '09:45', 'train-destination': 'cambridge', 'train-departure': 'ely', 'train-book people': '4'} [utterance_sys] booking was successful , the total fee is 17.6 gbp payable at the station . reference number is : 6vfkq7j6 . [utterance_usr] thank you for your help .

[context] {'attraction-type': 'nightclub', 'train-book people': '6', 'train-destination': 'cambridge', 'train-day': 'saturday', 'train-arriveby': '14:45', 'train-departure': 'london kings cross'} [utterance_sys] booking was successful , the total fee is 113.28 gbp payable at the station . reference number is : ihjssxl2 [utterance_usr] thanks for all the help ! [belief_state] {'attraction-type': 'nightclub', 'train-book people': '6', 'train-destination': 'cambridge', 'train-day': 'saturday', 'train-arriveby': '14:45', 'train-departure': 'london kings cross'}

[context] {'hotel-pricerange': 'cheap', 'hotel-type': 'guest house'} [utterance_sys] i have 5 cheap guest houses available . do you have any other requirement -s for location or amenities ? [utterance_usr] the hotel does not need to have free parking and should have a star of 3 . [belief_state] {'hotel-parking': 'dontcare', 'hotel-pricerange': 'cheap', 'hotel-stars': '3', 'hotel-type': 'guest house'}

[context] {} [utterance_sys] there is 1 arrives at 17:23 and another at 18:23 . what day are you traveling ? [utterance_usr] i am leaving on tuesday for cambridge .

[context] {'restaurant-food': 'portugese', 'restaurant-pricerange': 'cheap', 'restaurant-area': 'south', 'train-departure': 'cambridge'} [utterance_sys] sure , could you provide what destination you are looking for and which day you would like to depart on ? [utterance_usr] i would like to depart on monday and head to birmingham . [belief_state] {'restaurant-food': 'portugese', 'restaurant-pricerange': 'cheap', 'restaurant-area': 'south', 'train-destination': 'birmingham new street', 'train-day': 'monday'}

[context] {'attraction-type': 'swimming pool', 'attraction-area': 'north', 'train-leaveat': '21:00', 'train-destination': 'cambridge', 'train-day': 'sunday', 'train-departure': 'leicester'} [utterance_sys] there are 3 trains leaving at 21:09 and each hour after . would the train leaving at 21:09 work for you ? [utterance_usr] yes that 1 will work great . how much does that train cost and what is the travel time ? [belief_state] {'attraction-type': 'swimming pool', 'attraction-area': 'north', 'train-leaveat': '21:00', 'train-destination': 'cambridge', 'train-day': 'sunday', 'train-departure': 'leicester'}

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

[context] {'attraction-name': 'adc theatre'} [utterance_sys] sure , the phone number is 01223300085 . can i help you with anything else ? [utterance_usr] no , actually that takes care of everything i need . have a great day now ! [belief_state] {'attraction-name': 'adc theatre'}

[context] {'restaurant-book day': 'tuesday', 'restaurant-book people': '6', 'restaurant-book time': '14:30', 'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'hakka', 'restaurant-area': 'north', 'train-destination': 'ely', 'train-day': 'tuesday', 'train-arriveby': '20:00', 'train-departure': 'cambridge'} [utterance_sys] i have that table reserved for you . the reference number is hfsfxr46 . may i help you with anything further ? [utterance_usr] no , that s all for me . thanks ! bye ! [belief_state] {'restaurant-book day': 'tuesday', 'restaurant-book people': '6', 'restaurant-book time': '14:30', 'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'hakka', 'restaurant-area': 'north', 'train-destination': 'ely', 'train-day': 'tuesday', 'train-arriveby': '20:00', 'train-departure': 'cambridge'}

[context] {'taxi-departure': 'darrys cookhouse and wine shop', 'taxi-leaveat': '04:00', 'taxi-destination': 'alexander bed and breakfast'} [utterance_sys] great , i have got a white lexus picking you up at 04:00 , your contact number is 07605710484 . [utterance_usr] thank you very much . i do not need anything else at this time .

[context] {'taxi-leaveat': '15:30', 'taxi-destination': 'gonville hotel', 'taxi-departure': 'byard art', 'hotel-book day': 'thursday', 'hotel-book people': '7', 'hotel-book stay': '3', 'hotel-name': 'gonville hotel', 'hotel-pricerange': 'expensive', 'hotel-stars': '3', 'hotel-internet': 'yes', 'hotel-type': 'hotel', 'attraction-type': 'museum'} [utterance_sys] a blue lexus will come to pick you up . their number is 07670314554 . what else do you need ? [utterance_usr] thats it , thanks so much ! [belief_state] {'taxi-leaveat': '15:30', 'taxi-destination': 'gonville hotel', 'taxi-departure': 'byard art', 'hotel-book day': 'thursday', 'hotel-book people': '7', 'hotel-book stay': '3', 'hotel-name': 'gonville hotel', 'hotel-pricerange': 'expensive', 'hotel-stars': '3', 'hotel-internet': 'yes', 'hotel-type': 'hotel', 'attraction-type': 'museum'}

[context] {'train-destination': 'london kings cross', 'train-day': 'wednesday', 'train-arriveby': '08:30', 'train-departure': 'cambridge'} [utterance_sys] the tr1058 leaves cambridge at 7:00 and gets into london kings cross at 7:51 . the cost is 23.60 . would you like to book it ? [utterance_usr] that will not be necessary , thanks for your help . [belief_state] {'train-destination': 'london kings cross', 'train-day': 'wednesday', 'train-arriveby': '08:30', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] i have 8 guest houses that are moderate -ly priced . do you want internet and and or parking ? [utterance_usr] yes , i would prefer free parking and free wifi .

[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] {'hotel-name': 'warkworth house', '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'} [utterance_sys] ok , it seems to have 4 stars and offers both free internet and free parking . is there any other information i could get for you ? [utterance_usr] no thank you . that is it . [belief_state] {'hotel-name': 'warkworth house', '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] {'hotel-name': 'arbury lodge guest house', 'hotel-parking': 'yes', 'hotel-internet': 'yes', 'attraction-name': 'mumford theatre'} [utterance_sys] yes this is theatre in the centre , its located at anglia ruskin enterprise , east road with a postcode of cb11pt . do you need anything else ? [utterance_usr] no that is all thank you so much

[context] {'restaurant-book day': 'monday', 'restaurant-book people': '6', 'restaurant-book time': '13:45', 'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'peking restaurant', 'restaurant-area': 'south', 'attraction-type': 'park', 'attraction-name': 'wandlebury country park', 'attraction-area': 'south'} [utterance_sys] it appears that they do not have tours . it is a free admission , so you can feel free to go when you please . can i help with anything else ? [utterance_usr] no that is all i need for today . [belief_state] {'restaurant-book day': 'monday', 'restaurant-book people': '6', 'restaurant-book time': '13:45', 'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'peking restaurant', 'restaurant-area': 'south', 'attraction-type': 'park', 'attraction-name': 'wandlebury country park', 'attraction-area': 'south'}

[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-parking': 'yes', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'hotel-area': 'dontcare', 'hotel-name': 'archway house'} [utterance_sys] the archway guest house is moderate -ly priced . would you like to book a room ? [utterance_usr] yes . i am looking for an indian restaurant in the cheap price range .

[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-area': 'dontcare', 'hotel-pricerange': 'moderate', 'hotel-stars': '3', 'hotel-type': 'guest house'} [utterance_sys] i have the hobsons house it is in the west moderate -ly priced with 3 stars . would you like reservations ? [utterance_usr] does the hobsons house have internet ? [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] {'train-day': 'saturday'} [utterance_sys] please tell me your destination and departure site so that i can narrow down the options [utterance_usr] norwich and should leave at 10:30 [belief_state] {'train-leaveat': '10:30', 'train-day': 'saturday', 'train-departure': 'norwich'}

[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] {'hotel-area': 'north', 'hotel-stars': '4', 'hotel-internet': 'yes'} [utterance_sys] there are quite a few that would meet those requirement -s . would you prefer a cheap or moderate rate for your stay ? [utterance_usr] honestly , the price range does not matter to me . is there anything you can recommend ? [belief_state] {'hotel-area': 'north', 'hotel-pricerange': 'dontcare', 'hotel-stars': '4', 'hotel-internet': 'yes'}

[context] {'hotel-pricerange': 'expensive', 'hotel-type': 'hotel', 'attraction-type': 'museum'} [utterance_sys] i have 5 hotel -s that meet those specification -s . do you have a area in town in mind ? [utterance_usr] the area is flexible . but i am looking for something with a 3 star rating that offers free wifi . [belief_state] {'hotel-pricerange': 'expensive', 'hotel-stars': '3', 'hotel-internet': 'yes', 'hotel-type': 'hotel', 'attraction-type': 'museum'}

[context] {'hotel-pricerange': 'expensive', 'hotel-internet': 'yes', 'hotel-area': 'centre', 'train-day': 'tuesday', 'train-leaveat': '09:45', 'train-destination': 'cambridge', 'train-departure': 'ely', 'train-book people': '4'} [utterance_sys] can i help you with anything else ? [utterance_usr] no thank you have a nice day .

[context] {'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'} [utterance_sys] my fault ! it s t3aww926 . can i help you with anything else ? [utterance_usr] no , that seems to be everything today . thank you . [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] {'hotel-name': 'warkworth house', 'hotel-area': 'east', 'hotel-pricerange': 'moderate', 'hotel-stars': '4', 'attraction-name': 'the place'} [utterance_sys] before i let you go , is a booking needed , or are there any other services like a taxi that i can help with ? [utterance_usr] no thank you i do not need anything else today . [belief_state] {'hotel-name': 'warkworth house', 'hotel-area': 'east', 'hotel-pricerange': 'moderate', 'hotel-stars': '4', 'attraction-name': 'the place'}

[context] {'train-destination': 'cambridge', 'train-day': 'saturday', 'train-arriveby': '08:30', 'train-departure': 'peterborough', 'train-book people': '8', 'attraction-area': 'west', 'attraction-type': 'museum', 'attraction-name': 'cafe jello gallery'} [utterance_sys] no it is free for everyone . anything else that i can help with ? [utterance_usr] no , that is all for today . you have been a great help !

[context] {'attraction-type': 'park', 'attraction-name': 'cherry hinton water play', 'attraction-area': 'east', 'train-destination': 'cambridge', 'train-day': 'saturday', 'train-arriveby': '18:30', 'train-departure': 'london liverpool street'} [utterance_sys] you would be on the train for 88 minutes and it is 13.28 pounds . may i assist you with anything else today ? [utterance_usr] no , thank you . that is all . [belief_state] {'attraction-type': 'park', 'attraction-name': 'cherry hinton water play', 'attraction-area': 'east', 'train-destination': 'cambridge', 'train-day': 'saturday', 'train-arriveby': '18:30', 'train-departure': 'london liverpool street'}

[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] {'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-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-stars': '3', 'hotel-type': 'hotel', 'attraction-name': 'kambar'} [utterance_sys] in my opinion , the lensfield is much more updated than the gonville . do you need me to book a room ? [utterance_usr] just to confirm , does the lensfield have free parking ? if so i would like to book for 6 people , 3 nights , starting on thursday . [belief_state] {'hotel-book day': 'thursday', 'hotel-book people': '6', 'hotel-book stay': '3', 'hotel-name': 'lensfield hotel', 'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-stars': '3', 'hotel-type': 'hotel', 'attraction-name': 'kambar'}

[context] {'hotel-area': 'dontcare', 'hotel-pricerange': 'moderate', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'attraction-type': 'museum', 'attraction-name': 'byard art', 'attraction-area': 'south'} [utterance_sys] yes , there are 14 . which area were you looking for ? [utterance_usr] i am looking for a place in the south side of town . [belief_state] {'hotel-area': 'south', 'hotel-pricerange': 'moderate', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'attraction-type': 'museum', 'attraction-name': 'byard art', 'attraction-area': 'south'}

[context] {'hotel-internet': 'yes', 'hotel-type': 'guest house', 'hotel-stars': '3'} [utterance_sys] there are 3 choices , bridge guest house in the south , hamilton lodge in the north and hobsons house in the west , all are moderate -ly priced . any preference ? [utterance_usr] can you suggest 1 please that meets all of my criteria ?

[context] {'hotel-parking': 'yes', 'hotel-pricerange': 'cheap'} [utterance_sys] most of the cheap options we have are guest houses , though i do have 1 hotel in the west . do you have a preference ? [utterance_usr] how many stars does this hotel have , and does it have wifi ? [belief_state] {'hotel-parking': 'yes', 'hotel-pricerange': 'cheap'}

[context] {'attraction-type': 'swimming pool', 'attraction-area': 'north', 'train-leaveat': '21:00', 'train-destination': 'cambridge', 'train-day': 'sunday', 'train-departure': 'leicester'} [utterance_sys] they are all 30.24 pounds and last 105 minutes . would you prefer the 21:09 , 22:09 or the 23:09 ? [utterance_usr] i will do the 21:09 , but i will book later , thank you so much for your help . [belief_state] {'attraction-type': 'swimming pool', 'attraction-area': 'north', 'train-leaveat': '21:00', 'train-destination': 'cambridge', 'train-day': 'sunday', 'train-departure': 'leicester'}

[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'} [utterance_sys] i would be happy to i just need to know for which nights and for how many people . [utterance_usr] just for myself . and say , 2 nights ought to do it .

[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': 'saturday', 'train-arriveby': '09:30', 'train-departure': 'london liverpool street'} [utterance_sys] the tr2503 will get you to your destination at 9:07 . [utterance_usr] perfect . can you book that for me for 3 people ? [belief_state] {'train-book people': '3', 'train-destination': 'cambridge', 'train-day': 'saturday', 'train-arriveby': '09:30', 'train-departure': 'london liverpool street'}

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

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

[context] {'restaurant-food': 'asian oriental', 'restaurant-area': 'south'} [utterance_sys] there are no asian oriental restaurant -s in the south . would you like me to try another area ? [utterance_usr] what is the closest asian restaurant that is cheap ?

[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': 'south'} [utterance_sys] i have 2 with an expensive price range and 1 in the cheap range . would any of those work for you ? [utterance_usr] book the expensive 1 a table for 4 people at 13:00 on monday [belief_state] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'south'}

[context] {} [utterance_sys] ok , what is your destination ? [utterance_usr] i'll be heading to restaurant 2 two

[context] {'attraction-type': 'museum'} [utterance_sys] there are 23 museums to choose from , are you looking for 1 in a particular area ? [utterance_usr] which is your favorite ? get me their phone number , and i'll check them out . [belief_state] {'attraction-type': 'museum'}

[context] {'train-destination': 'cambridge', 'train-day': 'saturday', 'train-arriveby': '17:15', 'train-departure': 'norwich'} [utterance_sys] sure how many tickets ? first train leaves at 05:16 and the last 09:16 . do you have specific time in mind ? [utterance_usr] the train should depart from norwich and should arrive by 17:15 . for 4 people [belief_state] {'train-book people': '4', 'train-destination': 'cambridge', 'train-day': 'saturday', 'train-arriveby': '17:15', 'train-departure': 'norwich'}