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

[context] {'attraction-type': 'entertainment', 'attraction-area': 'centre'} [utterance_sys] unfortunately , i haven't found anything . would you like me to search for another type of attraction , or another location ? [utterance_usr] sure . are there any colleges in the centre ? [belief_state] {'attraction-type': 'college', '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': 'friday', 'restaurant-book people': '8', 'restaurant-book time': '12:30', 'restaurant-food': 'chinese', 'restaurant-name': 'peking restaurant', 'restaurant-area': 'south', 'attraction-type': 'entertainment', 'attraction-name': 'nusha', 'attraction-area': 'south'} [utterance_sys] booking was successful . the table will be reserved for 15 minutes . reference number is : tjbm7lph . is there anything else [utterance_usr] thank you ! that s all i needed . [belief_state] {'restaurant-book day': 'friday', 'restaurant-book people': '8', 'restaurant-book time': '12:30', 'restaurant-food': 'chinese', 'restaurant-name': 'peking restaurant', 'restaurant-area': 'south', 'attraction-type': 'entertainment', 'attraction-name': 'nusha', 'attraction-area': 'south'}

[context] {} [utterance_sys] your booking was successful . that is 132 gbp at the station . is there anything else i can do for you today ? [utterance_usr] can you find me a place to eat ? i would like an expensive eastern european restaurant . thanks .

[context] {'restaurant-food': 'chinese'} [utterance_sys] yes i have many options . what price range or area would you prefer ? [utterance_usr] let s do expensive . [belief_state] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive'}

[context] {} [utterance_sys] [utterance_usr] i am looking for place -s to go in town . maybe a museum . i would prefer it to be in the centre of cambridge .

[context] {} [utterance_sys] [utterance_usr] i am looking for a steakhouse restaurant in the east part of town . [belief_state] {'restaurant-food': 'steakhouse', 'restaurant-area': 'east'}

[context] {} [utterance_sys] i sure can ! what kind of food are you looking for ? [utterance_usr] i am looking for an italian restaurant .

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

[context] {'taxi-leaveat': 'after 10:30', 'taxi-destination': 'cambridge chop house', 'taxi-departure': 'cambridge belfry'} [utterance_sys] yes , i have you arranged to be picked up by a black honda at 10:45 . [utterance_usr] that s perfect . thank you for all of your help .

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

[context] {'attraction-type': 'park', 'attraction-area': 'south', 'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-arriveby': '18:30', 'train-departure': 'birmingham new street'} [utterance_sys] on the south side we have wandlebury country park at wandlebury ring , gog magog hills , babraham . the admission is free , are you interested ? [utterance_usr] may i have their postcode , please ?

[context] {'hotel-book day': 'monday', 'hotel-book people': '2', 'hotel-book stay': '4', 'hotel-name': 'express by holiday inn cambridge', 'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-internet': 'yes', 'hotel-type': 'hotel'} [utterance_sys] booking was successful , your reference number is rkefyhm0 . will that be all ? [utterance_usr] can you also find an attraction called milton country park ? [belief_state] {'hotel-book day': 'monday', 'hotel-book people': '2', 'hotel-book stay': '4', 'hotel-name': 'express by holiday inn cambridge', 'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-internet': 'yes', 'hotel-type': 'hotel', 'attraction-name': 'milton country park'}

[context] {'train-leaveat': 'after 18:30', 'train-destination': 'ely', 'train-day': 'saturday', 'train-departure': 'london liverpool street'} [utterance_sys] the cost is 13.28 pounds . would you like to make a reservation ? [utterance_usr] no that s fine . i also need to find a cheap restaurant .

[context] {'attraction-type': 'museum', 'attraction-area': 'east'} [utterance_sys] there is a 5 gbp admission fee . cambridge artworks is free and located at 5 greens road with a postcode cb13ef and phone 01223902168 . what type of food ? [utterance_usr] i am open to any suggestion , but i am looking for a fancy expensive restaurant . what would you suggest ? [belief_state] {'restaurant-pricerange': 'expensive', 'restaurant-area': 'east', 'attraction-type': 'museum', 'attraction-area': 'east'}

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

[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] i have the lucky star . would you like me to make a booking for you ? [utterance_usr] yes , please , for 5 at 18:45 on saturday .

[context] {'train-leaveat': '17:45', 'train-destination': 'cambridge', 'train-day': 'saturday', 'train-departure': 'london liverpool street'} [utterance_sys] i have 3 options for you , is there a particular time you would like to arrive by ? [utterance_usr] no . i need to book this for 5 people . please send me the reference number too . [belief_state] {'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 a restaurant . the restaurant should serve world food and should be in the centre

[context] {} [utterance_sys] [utterance_usr] i am looking for a cheap restaurant in the east part of town . [belief_state] {'restaurant-pricerange': 'cheap', 'restaurant-area': 'east'}

[context] {'attraction-type': 'museum', 'attraction-area': 'west', 'attraction-name': 'cambridge and county folk museum'} [utterance_sys] cambridge and county folk museum is 3.50 pounds for the entrance fee and the postcode is cb30aq . [utterance_usr] thanks . i am also looking for a moderate restaurant in the same area as that museum .

[context] {'attraction-type': 'museum'} [utterance_sys] there are 5 attractions what are of town would you prefer ? [utterance_usr] a museum located east side . can i get the postcode , phone number and is there an admission fee ? [belief_state] {'attraction-type': 'museum', 'attraction-area': 'east'}

[context] {'train-destination': 'london kings cross', 'train-day': 'saturday', 'train-departure': 'cambridge', 'train-leaveat': '17:45', 'restaurant-name': 'the hotpot'} [utterance_sys] what day would you like the reservation ? also , the number of guests and time would be needed . [utterance_usr] we need a table for 2 on saturday .

[context] {'train-book people': '3', 'train-destination': 'cambridge', 'train-day': 'saturday', 'train-arriveby': '09:30', 'train-departure': 'london liverpool street'} [utterance_sys] booking was successful , the total fee is 39.83 gbp payable at the station . your reference number is ysvsly1l . is there anything else you need today ? [utterance_usr] i also need a hotel in the east . [belief_state] {'hotel-area': 'east', 'train-book people': '3', 'train-destination': 'cambridge', 'train-day': 'saturday', 'train-arriveby': '09:30', 'train-departure': 'london liverpool street'}

[context] {'hotel-internet': 'yes'} [utterance_sys] sure how abou the ashley ? they have a 2 star rating and are moderate -ly priced . [utterance_usr] i would like 4 stars and quite expensive .

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

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

[context] {'restaurant-food': 'british', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'graffiti', 'restaurant-area': 'west', 'train-leaveat': 'dontcare', 'train-destination': 'cambridge', 'train-day': 'friday', 'train-arriveby': '13:15', 'train-departure': 'ely'} [utterance_sys] consider it done , [utterance_usr] di you find me a train ? [belief_state] {'restaurant-food': 'british', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'graffiti', 'restaurant-area': 'west', 'train-leaveat': 'dontcare', 'train-destination': 'cambridge', 'train-day': 'friday', 'train-arriveby': '13:15', 'train-departure': 'ely'}

[context] {} [utterance_sys] of course , there are many 4 star hotel -s to choose from . would you like me to book 1 for you ? [utterance_usr] not yet , thanks . are any of them guest houses ?

[context] {'hotel-parking': 'yes', 'hotel-stars': '0'} [utterance_sys] i have 20 star guest houses with free parking . 1 is in the north and the other is in the centre . should i book 1 of them for you ? [utterance_usr] actually , i need it to have free parking and free wifi . do you have any hotel -s with these amenities ? [belief_state] {'hotel-parking': 'yes', 'hotel-stars': '0', 'hotel-internet': 'yes'}

[context] {'hotel-pricerange': 'expensive', 'hotel-type': 'guest house'} [utterance_sys] unfortunately , there are not any available guest houses in the expensive price range . may i suggest a moderate priced 1 that has the quality of an expensive 1 ? [utterance_usr] yes , can you try a moderate priced hotel ?

[context] {'hotel-pricerange': 'expensive', 'hotel-type': 'guest house'} [utterance_sys] your are looking for an upscale guest house . i can help you with that . there are a few options , what area would you like ? [utterance_usr] i do not care about the area . all that matters to me is that it has free wifi . [belief_state] {'hotel-area': 'dontcare', 'hotel-pricerange': 'expensive', 'hotel-internet': 'yes', 'hotel-type': 'guest house'}

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

[context] {'restaurant-pricerange': 'expensive', 'restaurant-area': 'east'} [utterance_sys] how about grafton hotel restaurant , it serves british . [utterance_usr] no i am not interested in british right now , do you have any other listings ? [belief_state] {'restaurant-pricerange': 'expensive', 'restaurant-area': 'east'}

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

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

[context] {'restaurant-food': 'asian oriental', 'restaurant-area': 'centre', 'restaurant-name': 'yippee noodle bar'} [utterance_sys] yes , yippee noodle bar is in postcode cb11lh . can i be of any further assistance today ? [utterance_usr] thanks all i need today . thank you .

[context] {'attraction-name': 'milton country park'} [utterance_sys] their post code is cb46az . [utterance_usr] thanks very much for your help today . [belief_state] {'attraction-name': 'milton country park'}

[context] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'dontcare', 'restaurant-name': 'ugly duckling'} [utterance_sys] ugly duckling s postcode is cb21tw . can i book a table for you ? [utterance_usr] that will not be necessary . thank you for the help !

[context] {'restaurant-name': 'kohinoor', 'train-book people': '7', 'train-leaveat': '08:16', 'train-destination': 'cambridge', 'train-day': 'friday', 'train-departure': 'norwich'} [utterance_sys] kohinoor is in postcode cb12as . can i help you with anything else ? [utterance_usr] no . that s all i need for now . thank you so much . [belief_state] {'restaurant-name': 'kohinoor', 'train-book people': '7', 'train-leaveat': '08:16', 'train-destination': 'cambridge', 'train-day': 'friday', 'train-departure': 'norwich'}

[context] {'restaurant-food': 'asian oriental', 'restaurant-pricerange': 'cheap', 'attraction-name': 'churchills college', 'restaurant-area': 'centre', 'restaurant-name': 'dojo noodle bar', 'restaurant-book time': '17:00', 'restaurant-book day': 'monday', 'restaurant-book people': '8'} [utterance_sys] your booking was successful . your reference number is pd3wtni4 . is there anything else i can do for you ? [utterance_usr] i am good , you did great . thank you !

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

[context] {'hotel-pricerange': 'moderate', 'hotel-parking': 'yes', 'hotel-type': 'guest house', 'hotel-name': 'archway house', 'restaurant-pricerange': 'moderate', 'restaurant-food': 'international', 'restaurant-book time': '15:00', 'restaurant-book day': 'friday', 'restaurant-book people': '3'} [utterance_sys] you are quite welcome ! is there anything else i can assist you with today ? [utterance_usr] no . you have been quite helpful . thank you so much !

[context] {'restaurant-pricerange': 'moderate', 'restaurant-name': 'nirala', 'restaurant-area': 'north'} [utterance_sys] the phone number for the nirala is 01223360966 . can i help you with anything else today ? [utterance_usr] no , thank you . i have all the information that i need now . [belief_state] {'restaurant-pricerange': 'moderate', 'restaurant-name': 'nirala', 'restaurant-area': 'north'}

[context] {'restaurant-name': 'golden house'} [utterance_sys] the golden house is a chinese restaurant at 12 lensfield road city centre . would you like their phone number ? [utterance_usr] i would like to know the food type and price range of the restaurant please .

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

[context] {'attraction-type': 'museum', 'attraction-area': 'centre', 'train-destination': 'cambridge', 'train-arriveby': '13:00', 'train-departure': 'stansted airport', 'train-day': 'saturday'} [utterance_sys] i have found 8 trains meeting your criteria . the first leaves at 0524 . would you like me to book it for you ? [utterance_usr] yes , please ! can i also get the train id and the price on that ?

[context] {'hotel-book day': 'wednesday', 'hotel-book people': '8', 'hotel-book stay': '5', 'hotel-parking': 'yes', 'hotel-pricerange': 'cheap', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-departure': 'peterborough'} [utterance_sys] awesome . we have the tr9969 that leaves at 19:19 . would you like me to book that ? [utterance_usr] yes , may i have the reference number ? [belief_state] {'hotel-book day': 'wednesday', 'hotel-book people': '8', 'hotel-book stay': '5', 'hotel-parking': 'yes', 'hotel-pricerange': 'cheap', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-departure': 'peterborough'}

[context] {'restaurant-food': 'european', 'restaurant-area': 'centre', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'galleria', 'restaurant-book time': '19:15', 'restaurant-book day': 'monday', 'restaurant-book people': '6', 'attraction-area': 'centre', 'attraction-type': 'architecture', 'attraction-name': 'all saints church'} [utterance_sys] all saints church is located on jesus lane in postcode cb23pq . can i help you with anything else today ? [utterance_usr] no that is all . thank you for all of the information .

[context] {'attraction-name': 'all saints church', 'attraction-area': 'centre', 'train-destination': 'cambridge', 'train-day': 'sunday'} [utterance_sys] departure location ? and do you have a preferred departure or arrival time ? [utterance_usr] leaving from ely , sometime after 08:30 please . [belief_state] {'attraction-name': 'all saints church', 'attraction-area': 'centre', 'train-leaveat': '08:30', 'train-destination': 'cambridge', 'train-day': 'sunday', 'train-departure': 'ely'}

[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] {'hotel-parking': 'no', 'hotel-pricerange': 'expensive', 'hotel-area': 'west', 'hotel-internet': 'yes', 'hotel-name': 'huntingdon marriott hotel', 'hotel-book stay': '4', 'hotel-book day': 'wednesday', 'hotel-book people': '5', 'train-departure': 'cambridge', 'train-arriveby': '10:44', 'train-destination': 'birmingham new street', 'train-day': 'sunday', 'train-book people': '5'} [utterance_sys] i have successfully created a booking for 5 tickets ! your reference number is 080d4w62 . the fee is 300.39 gbp . is there anything else i can assist you with today ? [utterance_usr] that s it ! thank you so much for your help !

[context] {'hotel-book day': 'wednesday', 'hotel-book people': '4', 'hotel-book stay': '5', 'hotel-name': 'dontcare', 'hotel-area': 'north', 'hotel-pricerange': 'moderate', 'hotel-stars': '3'} [utterance_sys] done ! you have a reservation at the alpha milton guest house . your reference number is 9sa494xr . can i help you with anything else ? [utterance_usr] thanks for recommending the guest house . i am also looking for some town nightlife , especially a nightclub . [belief_state] {'hotel-book day': 'wednesday', 'hotel-book people': '4', 'hotel-book stay': '5', 'hotel-name': 'dontcare', 'hotel-area': 'north', 'hotel-pricerange': 'moderate', 'hotel-stars': '3', 'attraction-type': 'nightclub'}

[context] {'train-book people': '5', 'train-leaveat': '07:27', 'train-destination': 'london liverpool street', 'train-day': 'friday', 'train-departure': 'cambridge', 'restaurant-food': 'british', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'the oak bistro', 'restaurant-book people': '5'} [utterance_sys] can you please verify the date and time you would like the booking ? [utterance_usr] i would like it for thursday at 10:45 .

[context] {'restaurant-book day': 'friday', 'restaurant-book people': '5', 'restaurant-book time': '20:00', 'restaurant-name': 'hk fusion', 'train-book people': '5', 'train-destination': 'cambridge', 'train-day': 'friday', 'train-arriveby': '16:30', 'train-departure': 'norwich'} [utterance_sys] the booking was successful . the table will be reserved for 15 minutes . reference number is yb8drr8x . what else may assist you with ? [utterance_usr] thank you ! i think that s all i need for now . [belief_state] {'restaurant-book day': 'friday', 'restaurant-book people': '5', 'restaurant-book time': '20:00', 'restaurant-name': 'hk fusion', 'train-book people': '5', 'train-destination': 'cambridge', 'train-day': 'friday', 'train-arriveby': '16:30', 'train-departure': 'norwich'}

[context] {} [utterance_sys] i was able to book your table for 5 on saturday . the reference number is : caqb4i7n . [utterance_usr] thanks . i also want a train that departs from london kings cross

[context] {'train-leaveat': '08:15', 'train-destination': 'london kings cross'} [utterance_sys] are you departing from cambridge station ? [utterance_usr] yes . what do you have available ? [belief_state] {'train-leaveat': '08:15', 'train-destination': 'london kings cross', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] [utterance_usr] i am looking for a guest house to stay in with free wifi .

[context] {} [utterance_sys] [utterance_usr] hi , i am looking for a place to stay that has free parking . [belief_state] {'hotel-parking': 'yes'}

[context] {'hotel-parking': 'no', 'hotel-internet': 'yes', 'hotel-pricerange': 'cheap', 'hotel-area': 'south', 'hotel-name': 'rosas bed and breakfast', 'hotel-book stay': '2', 'hotel-book day': 'thursday', 'hotel-book people': '4', 'train-departure': 'cambridge', 'train-day': 'saturday', 'train-destination': 'bishops stortford', 'train-arriveby': '11:00'} [utterance_sys] tr3396 will depart cambridge at 9:29 on saturday , arriving in bishops stortford at 10:07 . will that work ? [utterance_usr] yes . i need the price please .

[context] {'hotel-book day': 'tuesday', 'hotel-book people': '5', 'hotel-book stay': '3', 'hotel-name': 'city centre north bed and breakfast', 'hotel-area': 'north', 'hotel-stars': '0', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'train-day': 'friday'} [utterance_sys] sure . where will you be departing from and arriving at ? [utterance_usr] i'll be leaving from cambridge and going to norwich on friday . [belief_state] {'hotel-book day': 'tuesday', 'hotel-book people': '5', 'hotel-book stay': '3', 'hotel-name': 'city centre north bed and breakfast', 'hotel-area': 'north', 'hotel-stars': '0', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'train-destination': 'norwich', 'train-day': 'friday', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] will you be traveling to cambridge ? [utterance_usr] no i will be going to ely .

[context] {'train-destination': 'cambridge', 'train-arriveby': '13:00'} [utterance_sys] there are over 500 results . where are you leaving from ? and what day ? [utterance_usr] i will be going to ely on thursday . [belief_state] {'train-destination': 'ely', 'train-day': 'thursday', 'train-arriveby': '13:00'}

[context] {'hotel-name': 'el shaddia guest house', 'hotel-book stay': '4', 'hotel-book day': 'saturday', 'hotel-book people': '4'} [utterance_sys] great choice ! your booking went through without a hitch . here is your reference number 9nxgn689 . can i do anything else for you ? [utterance_usr] yes , i need a entrance fee and area

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

[context] {} [utterance_sys] well , we have a large variety of restaurant -s here , 110 in total ! what type of food would you like ? what is your price range ? [utterance_usr] i would like moderate -ly priced turkish food . if you find 1 please book a table for 2 at 16:30 on saturday . also provide a reference number .

[context] {'restaurant-food': 'italian', 'restaurant-pricerange': 'cheap', 'restaurant-area': 'centre', 'attraction-type': 'museum', 'attraction-name': 'broughton house gallery', 'attraction-area': 'centre'} [utterance_sys] yes , as a matter of fact pizza hut , ask , and zizzi cambridge all serve inexpensive italian food . do any of these interest you ? [utterance_usr] i would like to book zizzi cambridge for 6 people on sunday at 16:15 . [belief_state] {'restaurant-book day': 'sunday', 'restaurant-book people': '6', 'restaurant-book time': '16:15', 'restaurant-food': 'italian', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'zizzi cambridge', 'restaurant-area': 'centre', 'attraction-type': 'museum', 'attraction-name': 'broughton house gallery', 'attraction-area': 'centre'}

[context] {} [utterance_sys] sure ! the fare is 12.80 pounds and the travel time is 49 minutes . is there anything else i can help you with today ? [utterance_usr] no , thank you for your help !

[context] {'restaurant-book day': 'monday', 'restaurant-book people': '2', 'restaurant-book time': '13:15', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'the lucky star', 'restaurant-area': 'south', 'attraction-type': 'museum', 'attraction-name': 'byard art'} [utterance_sys] sure ! there is no entrance fee to byard art . is there anything else i can help you with today ? [utterance_usr] i'll need a taxi [belief_state] {'restaurant-book day': 'monday', 'restaurant-book people': '2', 'restaurant-book time': '13:15', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'the lucky star', 'restaurant-area': 'south', 'attraction-type': 'museum', 'attraction-name': 'byard art'}

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

[context] {'train-leaveat': '17:00', 'train-destination': 'cambridge', 'train-day': 'saturday', 'train-departure': 'stansted airport'} [utterance_sys] train tr5953 leaves at 17:24 and arrives in cambridge at 17:52 . would this work for you ? [utterance_usr] this works perfectly , thank you ! [belief_state] {'train-leaveat': '17:00', 'train-destination': 'cambridge', 'train-day': 'saturday', 'train-departure': 'stansted airport'}

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

[context] {} [utterance_sys] sure , where are you headed ? [utterance_usr] i need a train that is headed to london kings cross and i need to arrive by 20:30 . [belief_state] {'train-destination': 'london kings cross', 'train-arriveby': '20:30'}

[context] {'attraction-type': 'museum', 'attraction-area': 'east', 'attraction-name': 'gallery at 12 a high street', 'restaurant-food': 'british', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'east', 'restaurant-name': 'grafton hotel restaurant', 'restaurant-book time': '16:15', 'restaurant-book day': 'wednesday', 'restaurant-book people': '4', 'taxi-destination': 'grafton hotel restaurant', 'taxi-departure': 'gallery at 12 a high street', 'taxi-arriveby': '16:15'} [utterance_sys] which museum was that ? [utterance_usr] gallery at 12 a high street . i will need a taxi please .

[context] {'taxi-leaveat': '05:00', 'taxi-departure': 'express by holiday inn cambridge', 'hotel-book day': 'saturday', 'hotel-book people': '1', 'hotel-book stay': '4', 'hotel-name': 'express by holiday inn cambridge', 'hotel-area': 'east', 'hotel-stars': '2', 'hotel-internet': 'yes', 'hotel-type': 'hotel'} [utterance_sys] ok , where are we taking the taxi to ? did we also need to book a restaurant or find an attraction ? [utterance_usr] i want to leave the hotel by 05:00 . going to the attraction . [belief_state] {'taxi-leaveat': '05:00', 'taxi-departure': 'express by holiday inn cambridge', 'hotel-book day': 'saturday', 'hotel-book people': '1', 'hotel-book stay': '4', 'hotel-name': 'express by holiday inn cambridge', 'hotel-area': 'east', 'hotel-stars': '2', 'hotel-internet': 'yes', 'hotel-type': 'hotel'}

[context] {'train-destination': 'birmingham new street', 'train-day': 'wednesday', 'train-arriveby': '16:45', 'restaurant-food': 'indian', 'restaurant-pricerange': 'cheap', 'restaurant-area': 'centre', 'restaurant-name': 'kohinoor', 'restaurant-book time': '11:15', 'restaurant-book day': 'wednesday', 'restaurant-book people': '1'} [utterance_sys] sure , when do you want to be picked up ? [utterance_usr] that was all i needed , thank you .

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

[context] {'restaurant-book day': 'tuesday', 'restaurant-book people': '1', 'restaurant-book time': '12:45', 'restaurant-food': 'european', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'eraina', 'restaurant-area': 'centre', 'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-arriveby': '08:00', 'train-departure': 'stansted airport', 'train-book people': '1'} [utterance_sys] ok , i have booked you 1 ticket on tr0514 , departing stansted airport at 7:24 and arriving cambridge at 7:52 . the reference number is p1c2kkfq . total fee is 10.1 gbp . [utterance_usr] perfect , thank you !

[context] {'train-book people': '8', 'train-leaveat': '15:30', 'train-destination': 'leicester', 'train-day': 'friday', 'train-departure': 'cambridge'} [utterance_sys] booking was successful , the total fee is 302.39 gbp payable at the station . reference number is : 3p7b0d6t . [utterance_usr] thank you for your help [belief_state] {'train-book people': '8', 'train-leaveat': '15:30', 'train-destination': 'leicester', 'train-day': 'friday', 'train-departure': 'cambridge'}

[context] {'train-destination': 'cambridge', 'train-day': 'thursday', 'train-arriveby': '08:45', 'train-departure': 'stevenage', 'train-book people': '8', 'restaurant-food': 'asian oriental', 'restaurant-area': 'centre', 'restaurant-name': 'dojo noodle bar'} [utterance_sys] the address is 40210 millers yard city centre . is there anything else i can help you with ? [utterance_usr] nope that should be it thank you

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

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

[context] {'train-book people': '7', 'train-destination': 'norwich', 'train-day': 'sunday', 'train-arriveby': '17:15'} [utterance_sys] booking was successful , the total fee is 98.56 gbp payable at the station . reference number is : ygmyzll2 . anything else i can help you with ? [utterance_usr] i am also looking for something to help kill some time on the west side of town . do you have any recommendations ? [belief_state] {'attraction-area': 'west', 'train-book people': '7', 'train-destination': 'norwich', 'train-day': 'sunday', 'train-arriveby': '17:15'}

[context] {'restaurant-book day': 'saturday', 'restaurant-book people': '3', 'restaurant-book time': '16:00', 'restaurant-food': 'indian', 'restaurant-pricerange': 'cheap', 'restaurant-area': 'centre', 'hotel-type': 'guest house', 'hotel-internet': 'yes'} [utterance_sys] yes i have several . what area and price range do you prefer ? [utterance_usr] the guest house should be in the same price range as the restaurant with a 4 start rating

[context] {'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-arriveby': '20:45', 'train-departure': 'peterborough'} [utterance_sys] i have got 5 hotel -s here that fit your criteria , including 24 star hotel -s . would you like to hear more about 1 of those ? [utterance_usr] yes , please tell me about the 4 star hotel -s , the cheap -er of the 2 . [belief_state] {'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-stars': '4', 'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-arriveby': '20:45', 'train-departure': 'peterborough'}

[context] {'taxi-destination': 'pizza hut cherry hinton', 'taxi-departure': 'cambridge university botanic gardens'} [utterance_sys] great , what time would you like to leave by or arrive by ? [utterance_usr] i would like to leave after 9:45 . please let me know the car type and contact number .

[context] {'taxi-departure': 'saint catharines college'} [utterance_sys] sure ! when would you like to arrive ? [utterance_usr] i would like to arrive by 01:15 . [belief_state] {'taxi-departure': 'saint catharines college', 'taxi-arriveby': '01:15'}

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

[context] {'attraction-name': 'gallery at 12 a high street', 'train-book people': '7', 'train-leaveat': '14:15', 'train-destination': 'stevenage', 'train-day': 'saturday', 'train-departure': 'cambridge'} [utterance_sys] is there anything else i can help you with today ? [utterance_usr] no that would be it . thank you for your help ! [belief_state] {'attraction-name': 'gallery at 12 a high street', 'train-book people': '7', 'train-leaveat': '14:15', 'train-destination': 'stevenage', 'train-day': 'saturday', 'train-departure': 'cambridge'}

[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] {'taxi-destination': 'pizza hut fenditton', 'taxi-departure': 'alexander bed and breakfast', 'taxi-arriveby': '14:30', 'restaurant-book day': 'wednesday', 'restaurant-book people': '7', 'restaurant-book time': '14:30', 'restaurant-food': 'italian', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'pizza hut fenditton', 'restaurant-area': 'centre', 'hotel-book day': 'wednesday', 'hotel-book people': '7', 'hotel-book stay': '5', 'hotel-name': 'alexander bed and breakfast', 'hotel-area': 'centre', 'hotel-stars': '3', 'hotel-internet': 'yes', 'hotel-type': 'guest house'} [utterance_sys] your taxi is booked . be expecting a yellow volkswagen . please call 07236965666 should you need to reach them . [utterance_usr] thanks ! that will be all for today . [belief_state] {'taxi-destination': 'pizza hut fenditton', 'taxi-departure': 'alexander bed and breakfast', 'taxi-arriveby': '14:30', 'restaurant-book day': 'wednesday', 'restaurant-book people': '7', 'restaurant-book time': '14:30', 'restaurant-food': 'italian', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'pizza hut fenditton', 'restaurant-area': 'centre', 'hotel-book day': 'wednesday', 'hotel-book people': '7', 'hotel-book stay': '5', 'hotel-name': 'alexander bed and breakfast', 'hotel-area': 'centre', 'hotel-stars': '3', 'hotel-internet': 'yes', 'hotel-type': 'guest house'}

[context] {'train-destination': 'cambridge', 'train-day': 'sunday', 'train-arriveby': '10:00', 'train-departure': 'birmingham new street', 'hotel-area': 'east', 'hotel-stars': '4', 'hotel-type': 'guest house', 'hotel-pricerange': 'moderate'} [utterance_sys] there are 34 star guest houses in the east in your price range . will you need free parking ? [utterance_usr] no , that s not really necessary . what are my 3 choices for guest houses ?

[context] {'attraction-type': 'museum', 'attraction-area': 'east', 'train-book people': '2', 'train-leaveat': '15:30', 'train-destination': 'birmingham new street', 'train-day': 'saturday', 'train-departure': 'cambridge'} [utterance_sys] we have 4 to choose from . any particular preference ? [utterance_usr] does not matter . can i get the entrance fee , address , and phone number please ? [belief_state] {'attraction-type': 'museum', 'attraction-area': 'east', 'train-book people': '2', 'train-leaveat': '15:30', 'train-destination': 'birmingham new street', 'train-day': 'saturday', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] [utterance_usr] what s interesting to see and do on the south side ?

[context] {} [utterance_sys] [utterance_usr] hi there . can you tell me if you have any parks in the east part of town ? [belief_state] {'attraction-type': 'park', 'attraction-area': 'east'}

[context] {'train-destination': 'norwich', 'train-leaveat': '08:00', 'train-day': 'saturday', 'train-departure': 'cambridge', 'train-book people': '1'} [utterance_sys] i have booked the ticket for you , your reference number is gy20nlb1 . [utterance_usr] thanks , i need a place to go too . what about a nightclub in the west ?

[context] {} [utterance_sys] [utterance_usr] i need to find an entertainment place in the centre of town . [belief_state] {'attraction-type': 'entertainment', 'attraction-area': 'centre'}

[context] {'attraction-name': 'cambridge university botanic gardens', 'train-destination': 'birmingham new street', 'train-arriveby': '08:15', 'train-departure': 'cambridge', 'train-day': 'wednesday'} [utterance_sys] ok , i can go ahead and book the tr0115 . which arrives at 7:44 in birmingham new street . how many tickets are you needing to purchase ? [utterance_usr] i will need 1 ticket .

[context] {'hotel-book day': 'friday', 'hotel-book people': '5', 'hotel-book stay': '5', 'hotel-name': 'cambridge belfry', 'hotel-area': 'west', 'hotel-pricerange': 'cheap', 'hotel-stars': '4', 'hotel-internet': 'yes', 'hotel-type': 'hotel', 'train-leaveat': '16:30', 'train-destination': 'cambridge', 'train-departure': 'birmingham new street'} [utterance_sys] the first 1 after 16:30 is the tr6477 , leaving at 16:40 . would you like a ticket on this train ? [utterance_usr] sure . i would like 5 tickets , please . [belief_state] {'hotel-book day': 'friday', 'hotel-book people': '5', 'hotel-book stay': '5', 'hotel-name': 'cambridge belfry', 'hotel-area': 'west', 'hotel-pricerange': 'cheap', 'hotel-stars': '4', 'hotel-internet': 'yes', 'hotel-type': 'hotel', 'train-book people': '5', 'train-leaveat': '16:30', 'train-destination': 'cambridge', 'train-departure': 'birmingham new street'}

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

[context] {'restaurant-food': 'asian oriental', 'restaurant-pricerange': 'moderate'} [utterance_sys] yippee noodle bar is a moderate -ly priced restaurant serving asian oriental food . [utterance_usr] what is the address and phone number ? [belief_state] {'restaurant-food': 'asian oriental', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'yippee noodle bar'}

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

[context] {'hotel-pricerange': 'moderate', 'train-leaveat': '18:15', 'train-destination': 'leicester', 'train-day': 'sunday', 'train-departure': 'cambridge'} [utterance_sys] do you have a specific area in mind ? [utterance_usr] no , but i do need free parking and wifi . also , are there any 0 star place -s ? i am feeling adventurous . [belief_state] {'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '0', 'hotel-internet': 'yes', 'train-leaveat': '18:15', 'train-destination': 'leicester', 'train-day': 'sunday', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] [utterance_usr] i am looking for a place to stay on my trip to cambridge . it needs to have free wifi but does not need to have free parking .

[context] {'hotel-parking': 'yes', 'hotel-stars': '0'} [utterance_sys] i have 20 star guest houses with free parking . 1 is in the north and the other is in the centre . should i book 1 of them for you ? [utterance_usr] actually , i need it to have free parking and free wifi . do you have any hotel -s with these amenities ? [belief_state] {'hotel-parking': 'yes', 'hotel-stars': '0', 'hotel-internet': 'yes'}

[context] {} [utterance_sys] yes , would you like me to make a reservation ? [utterance_usr] yes . i would like to book the hotel for 4 people starting on tuesday for 4 nights .

[context] {'hotel-name': 'acorn guest house', 'hotel-area': 'dontcare', 'hotel-pricerange': 'cheap', 'hotel-stars': '4', 'hotel-internet': 'yes', 'hotel-type': 'dontcare'} [utterance_sys] the acorn is moderate -ly priced . we do have some cheap ones with 4 stars and the internet . the cambridge belfry is a hotel that fits your description . [utterance_usr] yes , can you please book the cambridge belfry for me for 8 people for 2 nights starting on sunday . if sunday is not available , monday is also okay . [belief_state] {'hotel-book day': 'sunday|monday', 'hotel-book people': '8', 'hotel-book stay': '2', 'hotel-name': 'cambridge belfry', 'hotel-area': 'dontcare', 'hotel-pricerange': 'cheap', 'hotel-stars': '4', 'hotel-internet': 'yes', 'hotel-type': 'dontcare'}

[context] {} [utterance_sys] [utterance_usr] hi ! can you help me find an awesome nightclub to go to tonight ? i do not want it to be too far away , so could you find 1 in the city centre ?

[context] {} [utterance_sys] [utterance_usr] hi there . can you tell me if you have any parks in the east part of town ? [belief_state] {'attraction-type': 'park', 'attraction-area': 'east'}

[context] {'train-destination': 'cambridge', 'train-day': 'sunday', 'train-arriveby': '17:15', 'train-departure': 'kings lynn', 'restaurant-name': 'bloomsbury restaurant'} [utterance_sys] sure , its at crowne plaza hotel 20 downing street , their number is 08719429180 and they have a moderate price range with international food . [utterance_usr] thank you that is all i needed today . have a nice day .

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

[context] {'restaurant-food': 'italian', 'restaurant-area': 'centre', 'restaurant-name': 'pizza express'} [utterance_sys] the phone number is 01223324033 . [utterance_usr] great . i am also looking for a train departing leicester and arriving before 10:15 at my destination .

[context] {'train-destination': 'cambridge'} [utterance_sys] where and when are you departing from ? [utterance_usr] i am leaving from london kings cross after 14:15 . [belief_state] {'train-leaveat': '14:15', 'train-destination': 'cambridge', 'train-departure': 'london kings cross'}

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

[context] {'restaurant-book day': 'wednesday', 'restaurant-book people': '7', 'restaurant-book time': '16:15', 'restaurant-name': 'kymmoy', 'hotel-stars': '4', 'hotel-type': 'hotel'} [utterance_sys] university arms hotel is located in the centre . would you like to make a reservation ? [utterance_usr] does it have free parking ? [belief_state] {'restaurant-book day': 'wednesday', 'restaurant-book people': '7', 'restaurant-book time': '16:15', 'restaurant-name': 'kymmoy', 'hotel-name': 'university arms hotel', 'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-type': 'hotel'}

[context] {'attraction-area': 'south', 'attraction-name': 'byard art'} [utterance_sys] the address is 14 king s parade , postcode cb21sj , and the phone number is 01223464646 . is there anything else i can do for you ? [utterance_usr] yes , i need to find a train that arrives in kings lynn by 19:30 .

[context] {'restaurant-book day': 'monday', 'restaurant-book people': '2', 'restaurant-book time': '13:15', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'the lucky star', 'restaurant-area': 'south', 'attraction-type': 'museum', 'attraction-name': 'byard art'} [utterance_sys] sure ! there is no entrance fee to byard art . is there anything else i can help you with today ? [utterance_usr] i'll need a taxi [belief_state] {'restaurant-book day': 'monday', 'restaurant-book people': '2', 'restaurant-book time': '13:15', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'the lucky star', 'restaurant-area': 'south', 'attraction-type': 'museum', 'attraction-name': 'byard art'}

[context] {} [utterance_sys] can you let me know where you are going to ? [utterance_usr] the next stop on my list is scott polar museum .

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

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

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

[context] {} [utterance_sys] aylesbray lodge guest house is a cheap guest house located in the south . [utterance_usr] i would prefer an expensive place , i am trying to impress my in laws .

[context] {'hotel-stars': '3', 'hotel-type': 'guest house', 'attraction-type': 'museum', 'attraction-area': 'east'} [utterance_sys] there are 4 guest houses available , 2 in the north , 1 each in the south and west . do you have a preference on area ? [utterance_usr] yes , i would prefer a moderate place in the south . [belief_state] {'hotel-area': 'south', 'hotel-pricerange': 'moderate', 'hotel-stars': '3', 'hotel-type': 'guest house', 'attraction-type': 'museum', 'attraction-area': 'east'}

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

[context] {'restaurant-name': 'don pasquale pizzeria', 'attraction-type': 'architecture', 'attraction-area': 'centre'} [utterance_sys] yes they serve italian food in the centre of town and in the expensive price range . [utterance_usr] that s the 1 ! can you give me their address and postcode , please ? [belief_state] {'restaurant-name': 'don pasquale pizzeria', 'attraction-type': 'architecture', 'attraction-area': 'centre'}

[context] {'attraction-type': 'park', 'attraction-area': 'centre', 'attraction-name': 'cambridge university botanic gardens'} [utterance_sys] i would be happy to assist you . let s get some details of what you need . what is your destination and when will you be travelling ? [utterance_usr] i am leaving bishops stortford and going to cambridge i need to leave after 16:30 on sunday .

[context] {'restaurant-book day': 'thursday', 'restaurant-book people': '2', 'restaurant-book time': '16:15', 'restaurant-food': 'italian', 'restaurant-name': 'pizza express'} [utterance_sys] i booked you a table for 2 for thursday at 16:15 at the pizza express . your reference number is 6pxrdihg . now let me help you with the train [utterance_usr] great . i will be leaving london kings cross and want to get to cambridge by 11:45 the day i eat at the restaurant . [belief_state] {'restaurant-book day': 'thursday', 'restaurant-book people': '2', 'restaurant-book time': '16:15', 'restaurant-food': 'italian', 'restaurant-name': 'pizza express', 'train-destination': 'cambridge', 'train-day': 'thursday', 'train-arriveby': '11:45', 'train-departure': 'london kings cross'}

[context] {} [utterance_sys] [utterance_usr] i need a train on thursday .

[context] {'train-departure': 'london kings cross'} [utterance_sys] what day would you like the train for ? [utterance_usr] i would like it to be for saturday . [belief_state] {'train-day': 'saturday', 'train-departure': 'london kings cross'}

[context] {'restaurant-pricerange': 'expensive', 'restaurant-area': 'centre'} [utterance_sys] there are options for british food as well as asian and african food in that price range . which sounds most appealing to you ? [utterance_usr] i do not care either way .

[context] {'restaurant-food': 'chinese'} [utterance_sys] yes i have many options . what price range or area would you prefer ? [utterance_usr] let s do expensive . [belief_state] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive'}

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

[context] {'restaurant-name': 'de luca cucina and bar', 'attraction-type': 'cinema', 'attraction-name': 'cineworld cinema'} [utterance_sys] unfortunately i do not have any entrance fee information for cineworld . can i help you with anything else ? [utterance_usr] no i just needed the phone number . thank you . [belief_state] {'restaurant-name': 'de luca cucina and bar', 'attraction-type': 'cinema', 'attraction-name': 'cineworld cinema'}

[context] {'hotel-name': 'kirkwood house', 'hotel-book stay': '6', 'hotel-book day': 'monday', 'hotel-book people': '1'} [utterance_sys] okay i have booked you for 5 nights and your reservation number is 3a42d73d . [utterance_usr] i also need a train that arrives by 17:45 on monday . departing from stevenage and arriving in cambridge

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

[context] {'train-destination': 'cambridge', 'train-departure': 'bishops stortford', 'train-day': 'tuesday', 'train-book people': '6', 'train-leaveat': '18:15'} [utterance_sys] the closest departure to that time would be tr9286 leaving at 19:29 and arriving at 20:07 . would you like me to book that for you ? [utterance_usr] that works yes , please book 6 tickets , and i'll need a reference number . can you also tell me about restaurant -s on the east side of town ?

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

[context] {'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-arriveby': '11:30', 'train-departure': 'norwich', 'train-leaveat': '05:16', 'attraction-area': 'west'} [utterance_sys] there are 13 attractions in the west part of town . there are several museums . would you be interested in any of those ? [utterance_usr] i would like a cinema in the west .

[context] {'attraction-area': 'centre', 'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-arriveby': '11:15', 'train-departure': 'ely'} [utterance_sys] there are 44 different attractions in the centre . can you narrow down your choices ? [utterance_usr] i think whatever you think is the best place , just choose that . i am not picky . [belief_state] {'attraction-type': 'dontcare', 'attraction-area': 'centre', 'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-arriveby': '11:15', 'train-departure': 'ely'}

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

[context] {'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] {'train-destination': 'norwich', 'train-leaveat': '08:00', 'train-day': 'saturday', 'train-departure': 'cambridge', 'train-book people': '1', 'attraction-area': 'west', 'attraction-type': 'nightclub'} [utterance_sys] there are no night clubs on the west sorry [utterance_usr] perhaps a college , then . could you recommend 1 ?

[context] {'train-leaveat': '13:30', 'train-destination': 'cambridge', 'train-day': 'friday', 'train-departure': 'broxbourne'} [utterance_sys] there are several options , the first 1 leaving at 13:32 . it is a 60 minute trip . can i reserve seats for you ? [utterance_usr] can i get the train id ? [belief_state] {'train-leaveat': '13:30', 'train-destination': 'cambridge', 'train-day': 'friday', 'train-departure': 'broxbourne'}

[context] {'attraction-type': 'museum', 'attraction-area': 'centre', 'attraction-name': 'castle galleries', 'train-destination': 'stevenage', 'train-departure': 'cambridge', 'train-day': 'sunday', 'train-leaveat': '17:30'} [utterance_sys] i have train tr8726 that would leave at 19:21 and get you to stevenage at 20:10 . would that work for you ? [utterance_usr] yeah , can you book 4 tickets for me ?

[context] {'attraction-type': 'park', 'attraction-name': 'botanic gardens', 'train-leaveat': '10:45', 'train-destination': 'cambridge'} [utterance_sys] there is a train leaving at 11:17 . [utterance_usr] make a booking for 3 people . [belief_state] {'attraction-type': 'park', 'attraction-name': 'botanic gardens', 'train-book people': '3', 'train-leaveat': '10:45', 'train-destination': 'cambridge'}

[context] {'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-arriveby': '13:30', 'train-departure': 'norwich'} [utterance_sys] the train id is tr0839 and it leave at 11:16 and arrives by 12:35 . [utterance_usr] can you tell me what the total travel time for that is ?

[context] {'attraction-type': 'college', 'attraction-area': 'west', 'train-leaveat': '21:15', 'train-destination': 'ely', 'train-day': 'sunday', 'train-departure': 'cambridge'} [utterance_sys] there is 1 at 21:50 and 1 at 23:50 , which would you like ? [utterance_usr] i would like the price and arrival time for the 21:50 train please . [belief_state] {'attraction-type': 'college', 'attraction-area': 'west', 'train-leaveat': '21:15', 'train-destination': 'ely', 'train-day': 'sunday', 'train-departure': 'cambridge'}

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

[context] {'train-destination': 'leicester', 'train-day': 'thursday', 'train-arriveby': '21:30', 'train-departure': 'cambridge'} [utterance_sys] how many tickets please ? [utterance_usr] i do not need to make the reservation now . thank you though . i would like the address for cambridge contemporary art please . [belief_state] {'attraction-name': 'cambridge contemporary art', 'train-destination': 'leicester', 'train-day': 'thursday', 'train-arriveby': '21:30', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] [utterance_usr] hi there . i have heard lots of good things about a restaurant called rajmahal . can you tell me anything about it ?

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

[context] {'train-destination': 'stansted airport', 'train-day': 'tuesday', 'train-arriveby': '09:15', 'train-departure': 'cambridge'} [utterance_sys] the earliest is the tr1656 which leaves at 05:40 , arriving at 06:08 . travel time on that is 28 minutes , and the price is 10.10 pounds . what else can i help with ? [utterance_usr] i would like to visit a theatre in the east part of town . [belief_state] {'attraction-type': 'theatre', 'attraction-area': 'east', 'train-destination': 'stansted airport', 'train-day': 'tuesday', 'train-arriveby': '09:15', 'train-departure': 'cambridge'}

[context] {'attraction-type': 'museum', 'attraction-area': 'east', 'attraction-name': 'gallery at 12 a high street', 'restaurant-food': 'british', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'east', 'restaurant-name': 'grafton hotel restaurant', 'restaurant-book time': '16:15', 'restaurant-book day': 'wednesday', 'restaurant-book people': '4'} [utterance_sys] i have booked your table here is the information:booking was successful . the table will be reserved for 15 minutes . reference number is : cykhqp7b . [utterance_usr] great , thanks . would you be able to book me a taxi from the museum to the restaurant that can get me there by 16:15 please ?

[context] {'restaurant-book day': 'friday', 'restaurant-book people': '5', 'restaurant-book time': '20:00', 'restaurant-name': 'hk fusion', 'train-book people': '5', 'train-destination': 'cambridge', 'train-day': 'friday', 'train-arriveby': '16:30', 'train-departure': 'norwich'} [utterance_sys] the booking was successful . the table will be reserved for 15 minutes . reference number is yb8drr8x . what else may assist you with ? [utterance_usr] thank you ! i think that s all i need for now . [belief_state] {'restaurant-book day': 'friday', 'restaurant-book people': '5', 'restaurant-book time': '20:00', 'restaurant-name': 'hk fusion', 'train-book people': '5', 'train-destination': 'cambridge', 'train-day': 'friday', 'train-arriveby': '16:30', 'train-departure': 'norwich'}

[context] {'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-arriveby': '11:30', 'train-departure': 'norwich', 'train-leaveat': '05:16', 'attraction-area': 'west', 'attraction-type': 'cinema'} [utterance_sys] sorry , i have no cinemas in the west . would you be interested in another area or another attraction , perhaps ? [utterance_usr] maybe if there is 1 that is in the type of college .

[context] {'attraction-type': 'college', 'attraction-area': 'centre'} [utterance_sys] there are 13 colleges in the centre area . christ s college and downing college are 2 of these , would you like some more information on 1 of these ? [utterance_usr] yes , christ s college . what is the entrance fee for that college ? [belief_state] {'attraction-type': 'college', 'attraction-name': 'christ college', 'attraction-area': 'centre'}

[context] {} [utterance_sys] for the train , your reference number is fcrw90kr . now , on to the restaurant . i have 9 different italian restaurant -s . do you have a preference on price range ? [utterance_usr] yes , i would like to have an expensive restaurant please .

[context] {'attraction-type': 'college', 'attraction-area': 'centre'} [utterance_sys] well , the downing college is located on regent street cb21dq . their phone number is 01223334860 [utterance_usr] great . are there any restaurant -s that serve african food ? something high end , of course . [belief_state] {'restaurant-food': 'african', 'restaurant-pricerange': 'expensive', 'attraction-type': 'college', 'attraction-area': 'centre'}

[context] {'hotel-book day': 'friday', 'hotel-book people': '2', 'hotel-book stay': '1', 'hotel-name': 'university arms hotel', 'train-day': 'friday', 'train-arriveby': '09:00', 'train-departure': 'birmingham new street'} [utterance_sys] tr4887 is the only morning train that early . i can certainly book it for you ! how many riders will be traveling ? [utterance_usr] i need 2 tickets please , can i also get the time it will take to travel on the train ?

[context] {'train-leaveat': '15:30', 'train-destination': 'birmingham new street', 'train-day': 'saturday', 'train-departure': 'cambridge'} [utterance_sys] i found that tr3245 is likely suited for your needs . it departs at 16:01 on saturday evening . may i book that for you ? [utterance_usr] yes please , book it for 2 people and provide me with the reference number if you do not mind . [belief_state] {'train-book people': '2', 'train-leaveat': '15:30', 'train-destination': 'birmingham new street', 'train-day': 'saturday', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] what day would you like to leave and is there a particular time you would like to arrive by ? [utterance_usr] i would like to leave on tuesday and arrive by 13:30 .

[context] {'train-destination': 'cambridge'} [utterance_sys] great . are you looking for a train , hotel or attractions to visit while in cambridge ? [utterance_usr] i need a train that leaves cambridge on wednesday to arrive in leicester by 12:15 please . [belief_state] {'train-destination': 'leicester', 'train-day': 'wednesday', 'train-arriveby': '12:15', 'train-departure': 'cambridge'}

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

[context] {'attraction-type': 'college', 'attraction-area': 'centre', 'train-day': 'friday', 'train-departure': 'cambridge'} [utterance_sys] what is your destination ? [utterance_usr] i want to go to peterborough . [belief_state] {'attraction-type': 'college', 'attraction-area': 'centre', 'train-destination': 'peterborough', 'train-day': 'friday', 'train-departure': 'cambridge'}

[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] {'restaurant-book day': 'sunday', 'restaurant-book people': '3', 'restaurant-book time': '16:15', 'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'west', 'hotel-area': 'south', 'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-internet': 'yes'} [utterance_sys] yes , they do offer free parking . can i book a room for you ? [utterance_usr] no thank you . i have all the info i need . [belief_state] {'restaurant-book day': 'sunday', 'restaurant-book people': '3', 'restaurant-book time': '16:15', 'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'west', 'hotel-area': 'south', 'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-internet': 'yes'}

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

[context] {'attraction-name': 'saint barnabas press gallery'} [utterance_sys] the saint barnabas press gallery is a museum in the east area of town . the phone number is 01223902116 . would you like the address ? [utterance_usr] yes , can i get it please ? [belief_state] {'attraction-name': 'saint barnabas press gallery'}

[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', 'train-leaveat': '18:45'} [utterance_sys] train id tr5790 leaves at 19:09 . will that be fine with you ? [utterance_usr] can you book the train for my entire group of people and give me the reference number please ?

[context] {'hotel-pricerange': 'expensive', 'hotel-stars': '4', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'train-book people': '5', 'train-destination': 'leicester', 'train-day': 'wednesday', 'train-arriveby': '12:15', 'train-departure': 'cambridge'} [utterance_sys] sorry there is no guest house fitting the description you asked for [utterance_usr] could you try the moderate price range to see if there are any available ? [belief_state] {'hotel-pricerange': 'moderate', 'hotel-stars': '4', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'train-book people': '5', 'train-destination': 'leicester', 'train-day': 'wednesday', 'train-arriveby': '12:15', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] [utterance_usr] yes , i would like to book a taxi please !

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

[context] {'hotel-internet': 'yes', 'hotel-name': 'university arms hotel', 'hotel-pricerange': 'expensive', 'hotel-stars': '4', 'restaurant-food': 'indian', 'restaurant-area': 'centre'} [utterance_sys] there are 9 indian restaurant -s available in the centre area . are you interested in a particular price range ? [utterance_usr] i would like it to be the same price range as the hotel if you can .

[context] {'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '4', 'hotel-internet': 'yes', 'attraction-type': 'swimming pool', 'attraction-area': 'north'} [utterance_sys] there are 2 swimming pools in the north . there are no hotel -s with 4 stars , moderate price range , internet and free wifi . would you like to change your search ? [utterance_usr] i guess i'll change my price range . are there any expensive hotel -s with all the amenities that i would like along with free parking ? [belief_state] {'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-stars': '4', 'hotel-internet': 'yes', 'attraction-type': 'swimming pool', 'attraction-area': 'north'}

[context] {'train-destination': 'cambridge', 'train-day': 'sunday', 'train-arriveby': '10:00', 'train-departure': 'birmingham new street', 'hotel-area': 'east', 'hotel-stars': '4', 'hotel-type': 'guest house', 'hotel-pricerange': 'moderate', 'hotel-name': 'carolina bed and breakfast', 'hotel-book stay': '5', 'hotel-book day': 'sunday', 'hotel-book people': '1'} [utterance_sys] sure , i have booked it foe you . reference number is : hd6bm9ru . [utterance_usr] thank you , that s all i needed today !

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

[context] {} [utterance_sys] sure , it s a cinema . i do not have access to their entrance fee , but their phone number is 08712240240 . their address is the grafton centre , east road , cb11ps . will that be all ? [utterance_usr] i also need information regarding a hotel called worth house .

[context] {'restaurant-book day': 'sunday', 'restaurant-book people': '7', 'restaurant-book time': '14:45', 'restaurant-name': 'graffiti', 'hotel-area': 'dontcare', 'hotel-parking': 'yes', 'hotel-internet': 'yes', 'hotel-type': 'hotel'} [utterance_sys] how about the ashley hotel ? it is on the north side of town and has free wifi and free parking . [utterance_usr] that sounds like it might be great how many stars does the ashley have ? [belief_state] {'restaurant-book day': 'sunday', 'restaurant-book people': '7', 'restaurant-book time': '14:45', 'restaurant-name': 'graffiti', 'hotel-name': 'ashley hotel', 'hotel-area': 'dontcare', 'hotel-parking': 'yes', 'hotel-internet': 'yes', 'hotel-type': 'hotel'}

[context] {'restaurant-pricerange': 'moderate', 'restaurant-area': 'centre', 'restaurant-book time': '13:15', 'restaurant-book day': 'saturday', 'restaurant-book people': '7'} [utterance_sys] booking was unsuccessful . would you like to try for another day or time slot ? [utterance_usr] how about 12:15 instead , will that work ?

[context] {'hotel-book day': 'saturday', 'hotel-book people': '4', 'hotel-book stay': '2', 'hotel-name': 'avalon', 'hotel-area': 'north', 'hotel-parking': 'no', 'hotel-pricerange': 'moderate', 'hotel-stars': '4', 'hotel-type': 'hotel'} [utterance_sys] i am sorry that booking was unsuccessful . would you like me to find another hotel ? [utterance_usr] how about a different hotel in the same price range ? [belief_state] {'hotel-book day': 'saturday', 'hotel-book people': '4', 'hotel-book stay': '2', 'hotel-area': 'north', 'hotel-parking': 'no', 'hotel-pricerange': 'moderate', 'hotel-stars': '4', 'hotel-type': 'hotel'}

[context] {'hotel-area': 'south', 'hotel-stars': '3', 'hotel-parking': 'yes', 'hotel-pricerange': 'cheap', 'hotel-book stay': '5', 'hotel-book day': 'sunday', 'hotel-book people': '5', 'hotel-name': 'bridge guest house', 'hotel-internet': 'yes', 'train-departure': 'cambridge', 'train-day': 'sunday', 'train-leaveat': '09:45'} [utterance_sys] okay , i would be happy to assist with that as well . can you confirm the day you would like to leave and your destination ? [utterance_usr] i would like to leave to norwich on friday .

[context] {'hotel-book day': 'tuesday', 'hotel-book people': '5', 'hotel-book stay': '3', 'hotel-name': 'city centre north bed and breakfast', 'hotel-area': 'north', 'hotel-stars': '0', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'train-destination': 'norwich', 'train-day': 'friday', 'train-departure': 'cambridge'} [utterance_sys] trains from cambridge to norwich leave 36 minutes after the hour , every hour . the duration is 79 minutes , and the price is 17.6gbp . would you like to book a ticket ? [utterance_usr] can i get the train id for the 1 you mentioned please ? [belief_state] {'hotel-book day': 'tuesday', 'hotel-book people': '5', 'hotel-book stay': '3', 'hotel-name': 'city centre north bed and breakfast', 'hotel-area': 'north', 'hotel-stars': '0', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'train-destination': 'norwich', 'train-day': 'friday', 'train-departure': 'cambridge'}

[context] {'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'} [utterance_sys] post code is cb21dq , phone is 01223334860 , in case you need the adderss it is on regent street . any further questions ? [utterance_usr] i'll also need to get a taxi to go between the 2 place -s .

[context] {'taxi-destination': 'bangkok city', 'taxi-arriveby': '12:00'} [utterance_sys] i would be happy to help ! where are you coming from ? [utterance_usr] i am coming from jesus green outdoor pool . [belief_state] {'taxi-destination': 'bangkok city', 'taxi-departure': 'jesus green outdoor pool', 'taxi-arriveby': '12:00'}

[context] {'restaurant-pricerange': 'expensive', 'restaurant-area': 'west', 'restaurant-name': 'cambridge lodge restaurant', 'restaurant-food': 'indian'} [utterance_sys] no it doesnt but the tandoori palace and the cocum does . would you like me to book a table there . [utterance_usr] i think i will try the cocum . can i book a table there for 2 on sunday at 12:15 ? and will you please give me the reference # ?

[context] {'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'west'} [utterance_sys] tandoori palace is an expensive indian restaurant located in the west . would you like to book a table ? [utterance_usr] yes , i would like to make a reservation for 5 people at 18:15 on wednesday . i would also like the reference number . [belief_state] {'restaurant-book day': 'wednesday', 'restaurant-book people': '5', 'restaurant-book time': '18:15', 'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'tandoori palace', 'restaurant-area': 'west'}

[context] {'hotel-stars': '2', 'hotel-name': 'ashley hotel', 'hotel-parking': 'yes', 'hotel-internet': 'yes', 'hotel-book stay': '3', 'hotel-book day': 'wednesday', 'hotel-book people': '2'} [utterance_sys] booking was unsuccessful . do you want to change the preferences ? [utterance_usr] let me look over my notes quick . i need a hotel , not a guestroom , with 2 stars . free parking & wifi . 3 nights starting wednesday , 2 people .

[context] {'hotel-pricerange': 'cheap', 'hotel-stars': '4', 'hotel-internet': 'yes'} [utterance_sys] i have a few that match , do you have a location preference ? [utterance_usr] the area does not matter as long as they have a room available for 3 people staying 4 nights . [belief_state] {'hotel-book people': '3', 'hotel-book stay': '4', 'hotel-area': 'dontcare', 'hotel-pricerange': 'cheap', 'hotel-stars': '4', 'hotel-internet': 'yes'}

[context] {'hotel-internet': 'yes', 'hotel-name': 'university arms hotel', 'hotel-pricerange': 'expensive', 'hotel-stars': '4', 'restaurant-food': 'indian', 'restaurant-area': 'centre'} [utterance_sys] there are 9 indian restaurant -s available in the centre area . are you interested in a particular price range ? [utterance_usr] i would like it to be the same price range as the hotel if you can .

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

[context] {'restaurant-food': 'international', 'restaurant-area': 'east', 'restaurant-name': 'the missing sock', 'hotel-area': 'south', 'hotel-name': 'lensfield hotel'} [utterance_sys] the lenfield is a 3 star hotel . they do offer free parking . [utterance_usr] can you look for a 2 star hotel in that area if not available then could you try 1 that is in the east ?

[context] {'restaurant-book day': 'sunday', 'restaurant-book people': '8', 'restaurant-book time': '17:15', 'restaurant-food': 'indian', 'restaurant-area': 'centre'} [utterance_sys] you have a reservation at saffron brasserie for 8 people on sunday at 17:15 . reference #q7c8ex21 . can i help you with anything else today ? [utterance_usr] i need to find a 3 star guest house that has free wifi . can you help me ? [belief_state] {'restaurant-book day': 'sunday', 'restaurant-book people': '8', 'restaurant-book time': '17:15', 'restaurant-food': 'indian', 'restaurant-area': 'centre', 'hotel-stars': '3', 'hotel-internet': 'yes', 'hotel-type': 'guest house'}

[context] {} [utterance_sys] was that a train arriving or departing from norwich ? [utterance_usr] no i would like to go to norwich . i will be departing from cambridge and would like to leave on saturday . thank you .

[context] {'train-leaveat': '08:15', 'train-destination': 'cambridge', 'train-day': 'friday', 'train-departure': 'norwich'} [utterance_sys] i have train tr3292 leaving norwich at 8:16 and arriving in cambridge at 9:35 . would you like to make a reservation for this train ? [utterance_usr] that sounds good . can you book it for 7 people ? [belief_state] {'train-book people': '7', 'train-leaveat': '08:16', 'train-destination': 'cambridge', 'train-day': 'friday', 'train-departure': 'norwich'}