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[domain] ['taxi'] [context] {'taxi-leaveat': '10:30', 'taxi-destination': 'cambridge shop', 'taxi-departure': 'cambridge belfry'} [utterance_sys] i am sorry , are you going to the cambridge chop house , or did you mean the cambridge shop ? [utterance_usr] the chop house .

[domain] ['attraction', 'restaurant'] [context] {'restaurant-book day': 'thursday', 'restaurant-book people': '4', 'restaurant-book time': '13:00', 'restaurant-food': 'chinese', 'restaurant-area': 'north', 'attraction-type': 'boat', 'attraction-name': 'riverboat georgina', 'attraction-area': 'north'} [utterance_sys] hakka has been booked , reference number is p1mmd3mo [utterance_usr] thank you . i'll need a taxi to get me to the restaurant . [belief_state] {'taxi-destination': 'hakka', 'taxi-arriveby': '13:00'}

[domain] [] [context] {} [utterance_sys] [utterance_usr] i am looking for a train that leaves on monday after 16:15 . any suggestions ?

[domain] ['hotel'] [context] {'hotel-pricerange': 'expensive', 'hotel-internet': 'yes', 'hotel-area': 'centre'} [utterance_sys] yes , i recommend the university arms hotel . would you like ma to make a reservation for you ? [utterance_usr] no may i just have the postcode and star rating of the hotel .

[domain] ['train'] [context] {'train-leaveat': '16:15', 'train-destination': 'ely', 'train-day': 'monday', 'train-departure': 'cambridge'} [utterance_sys] there is a train to ely that leaves at 17:50 on monday . would you like me to book it ? [utterance_usr] no , i just need the train id and arrival time . [belief_state] {}

[domain] ['train'] [context] {'train-leaveat': '14:30', 'train-destination': 'cambridge', 'train-departure': 'broxbourne'} [utterance_sys] and what day are you traveling ? [utterance_usr] i'll be leaving broxbourne tuesday .

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

[domain] ['hotel'] [context] {'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'} [utterance_sys] i have booked that for you . your confirmation number is wpkwg3r7 . [utterance_usr] great . i am also looking for a particular attraction called old schools . [belief_state] {'attraction-name': 'old schools'}

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

[domain] ['restaurant'] [context] {'restaurant-food': 'light bites', 'restaurant-area': 'centre'} [utterance_sys] we dont have any restaurant like that . [utterance_usr] do you have any expensive restaurant -s ?

[domain] [] [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'}

[domain] [] [context] {} [utterance_sys] [utterance_usr] i will be in cambridge and i need a place to go in the east

[domain] [] [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 .

[domain] ['train'] [context] {'train-destination': 'ely', 'train-departure': 'cambridge'} [utterance_sys] i can do that . when and where will you be catching the train ? [utterance_usr] i will be departing from cambridge on wednesday . i would like to leave after 21:00 . [belief_state] {'train-day': 'wednesday'}

[domain] ['hotel', 'restaurant'] [context] {'restaurant-food': 'italian', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'south', 'hotel-book day': 'tuesday', 'hotel-book people': '3', 'hotel-book stay': '2', 'hotel-name': 'arbury lodge guest house'} [utterance_sys] frankie and benny s is an expensive restaurant which is expensive would you like for me to book it ? [utterance_usr] yeah , book for 3 people on tuesday at 18:30 and give me the reference number

[domain] ['hotel'] [context] {'hotel-area': 'north', 'hotel-pricerange': 'moderate', 'hotel-internet': 'yes'} [utterance_sys] we have 2 hotel -s and 8 guest houses that match your needs . do you have additional requirement -s ? [utterance_usr] could you book me into 1 of the 2 hotel -s please .

[domain] ['hotel', 'restaurant'] [context] {'restaurant-book day': 'monday', 'restaurant-book people': '1', 'restaurant-book time': '19:15', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'the gardenia', 'restaurant-area': 'centre', 'hotel-area': 'centre', 'hotel-parking': 'yes'} [utterance_sys] we have 2 guest houses and 2 hotel -s that meet your needs . the guest houses are cheap , and the hotel -s are expensive . do you have a preference ? [utterance_usr] i want a place with a 0 star rating [belief_state] {'hotel-stars': '0'}

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

[domain] ['hotel'] [context] {'hotel-area': 'south', 'hotel-stars': '3', 'hotel-parking': 'yes'} [utterance_sys] yes , actually , they both do . would you like to book a room at 1 of these ? [utterance_usr] yes . which is 1 is cheap -er and has openings for 5 people for 5 nights starting on sunday ?

[domain] ['hotel'] [context] {'hotel-name': 'city centre north bed and breakfast', 'hotel-stars': '0', 'hotel-internet': 'yes'} [utterance_sys] yes , they offer free wifi . would you like me to make a reservation for you ? [utterance_usr] is that a guest house in the north ? if so , i need to book it for 5 people 3 nights starting tuesday , and i'll need a reference number . [belief_state] {'hotel-book day': 'tuesday', 'hotel-book people': '5', 'hotel-book stay': '3', 'hotel-area': 'north', 'hotel-type': 'guest house'}

[domain] [] [context] {} [utterance_sys] [utterance_usr] i need a restaurant in the east part of town that serves world food .

[domain] [] [context] {} [utterance_sys] there are 18 guest houses to choose from , do you have a preference to the area you would like to stay ? [utterance_usr] i need a 4 star , and in the east with free wifi for 4 people , 5 nights . i'll need a reference number .

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

[domain] ['train', 'attraction'] [context] {'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'} [utterance_sys] we are unsure of their entrance fee but their address is wheeler street and phone number is 01223357851 [utterance_usr] great that s all i needed . thanks for your assistance .

[domain] ['hotel'] [context] {'hotel-pricerange': 'expensive', 'hotel-internet': 'yes'} [utterance_sys] i have at least 5 options for you . do you need free parking too ? [utterance_usr] i do not need it , but either way . as long as the hotel is expensive and has free wifi i do not mind . are any located in the centre ?

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

[domain] ['restaurant'] [context] {'restaurant-food': 'korean', 'restaurant-pricerange': 'dontcare'} [utterance_sys] little seoul is a korean restaurant . [utterance_usr] phone number please

[domain] [] [context] {} [utterance_sys] [utterance_usr] i would like to dine in an expensive chinese restaurant tonight

[domain] [] [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'}

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

[domain] [] [context] {} [utterance_sys] i apologize , but there s no openings for that time frame . would you like to try for a shorter stay or another day ? [utterance_usr] please try 1 night , thank you .

[domain] ['restaurant'] [context] {'restaurant-food': 'japanese', 'restaurant-pricerange': 'moderate'} [utterance_sys] i am sorry , but there is no restaurant serving japanese food and in the moderate price range . would you like to try another type of food or a different price range ? [utterance_usr] how about modern european food ? [belief_state] {'restaurant-food': 'modern european'}

[domain] [] [context] {} [utterance_sys] [utterance_usr] hey , are there any interesting colleges in the city centre ?

[domain] ['restaurant'] [context] {'restaurant-book day': 'saturday', 'restaurant-book people': '2', 'restaurant-book time': '16:30', 'restaurant-food': 'turkish', 'restaurant-pricerange': 'moderate'} [utterance_sys] i have 2 matching that criteria . would you like me to pick 1 for you ? [utterance_usr] the train needs to arrive by 08:15 on saturday does 1 of them meet that criteria ?

[domain] ['train', 'attraction'] [context] {'attraction-name': 'great saint marys church', 'train-destination': 'cambridge', 'train-day': 'thursday', 'train-departure': 'ely'} [utterance_sys] great , do you know your departure or arrival time ? [utterance_usr] i need to arrive by 15:15 [belief_state] {'train-arriveby': '15:15'}

[domain] [] [context] {} [utterance_sys] [utterance_usr] i am looking for a cheap gastropub restaurant in the centre of town

[domain] [] [context] {} [utterance_sys] yes , it is a modern european restaurant . do you want a table reserved ? [utterance_usr] no just give me the postcode and phone number

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

[domain] ['restaurant'] [context] {'restaurant-book day': 'wednesday', 'restaurant-book people': '8', 'restaurant-book time': '14:30', 'restaurant-food': 'italian', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'frankie and bennys', 'restaurant-area': 'south'} [utterance_sys] what time and where are you departing and arriving ? [utterance_usr] i would like it to leave after 10:00 .

[domain] ['train'] [context] {'train-destination': 'cambridge', 'train-day': 'saturday', 'train-arriveby': '08:30', 'train-departure': 'peterborough', 'train-book people': '8'} [utterance_sys] you are all set , the total fee is 105.6 gbp payable at the station , your reference number is ylbt17ja , anything else that i can help with ? [utterance_usr] yes , i am looking for place -s to go in the west part of town .

[domain] ['train'] [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'}

[domain] [] [context] {} [utterance_sys] [utterance_usr] i am looking for an upscale guest house .

[domain] [] [context] {} [utterance_sys] [utterance_usr] hi there , i would like to find a hotel to stay in tonight that has free wifi .

[domain] ['hotel'] [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-internet': 'yes'}

[domain] ['restaurant'] [context] {'restaurant-food': 'north american'} [utterance_sys] that is the only restaurant serving north american food . [utterance_usr] could you give me the phone number and postcode ?

[domain] [] [context] {} [utterance_sys] i do not have anything that is cheap in the south . can i try something else ? [utterance_usr] can you try a chinese restaurant in the same price range and area ?

[domain] ['attraction', 'restaurant'] [context] {'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'curry garden', 'restaurant-area': 'centre', 'attraction-type': 'entertainment'} [utterance_sys] i have 5 great entertainment venue -s around town . do you have a preference on area ? i have options in the east , south and west . [utterance_usr] i do not care about the area , but can you find something that is free ? [belief_state] {'attraction-area': 'dontcare'}

[domain] ['train'] [context] {'train-leaveat': '15:15', 'train-day': 'friday', 'train-departure': 'london liverpool street'} [utterance_sys] there is a train at 15:39 and every other hour after that . [utterance_usr] i would like to book it for friday for 7 people and will need a reference number .

[domain] ['hotel'] [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 .

[domain] ['hotel'] [context] {'hotel-name': 'home from home'} [utterance_sys] home from home is located at 7880 milton rd . it s a 4 star hotel in the north part of town . phone is 01223323555 . [utterance_usr] yes , can you please book a room for me for 4 people for 5 nights starting on thursday . [belief_state] {'hotel-book day': 'thursday', 'hotel-book people': '4', 'hotel-book stay': '5'}

[domain] ['attraction'] [context] {'attraction-name': 'gallery at 12 a high street'} [utterance_sys] glad i could help ! [utterance_usr] are there any trains that travel from cambridge to stevenage ?

[domain] ['train'] [context] {'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-departure': 'stansted airport', 'train-leaveat': 'dontcare', 'train-arriveby': '10:30'} [utterance_sys] i have 5 options for you . the latest to arrive would get you there at 09:52 . would that work for you ? [utterance_usr] yes i would like to book for 2 and need the reference number . i am also looking for attractions in the centre , anything to do with multiple sports .

[domain] ['train'] [context] {'train-destination': 'cambridge', 'train-day': 'thursday', 'train-arriveby': '15:45', 'train-departure': 'stansted airport'} [utterance_sys] okay the tr2473 leaves at 14:24 and arrives by 14:52 . it s 28 minutes . [utterance_usr] thanks ! i am also looking for an attraction in the centre area . [belief_state] {'attraction-area': 'centre'}

[domain] ['attraction', 'taxi'] [context] {'taxi-destination': 'museum of archaelogy and anthropology', 'taxi-arriveby': '17:15', 'attraction-type': 'museum', 'attraction-name': 'museum of archaelogy and anthropology'} [utterance_sys] where will you be traveling from ? [utterance_usr] i will be leaving from cote .

[domain] ['hotel', 'restaurant'] [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'} [utterance_sys] the address for the university arms hotel is regent street and the phone number is 01223351241 . would you like me to make a reservation for you ? [utterance_usr] can you confirm the area of that hotel ? i also need a taxi to go from the hotel to bedouin , i will need to arrive by 18:00 .

[domain] ['hotel'] [context] {'hotel-name': 'university arms hotel', 'hotel-area': 'centre', 'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-internet': 'no'} [utterance_sys] sure , the phone number is 01223351241 and the address is regent street . would you like to book a room ? [utterance_usr] no i just need the price range , address and phone please . [belief_state] {}

[domain] [] [context] {} [utterance_sys] [utterance_usr] hi , could you help me find a train going to cambridge ?

[domain] ['attraction', 'restaurant'] [context] {'attraction-type': 'boat', 'attraction-area': 'dontcare', 'restaurant-food': 'indian', 'restaurant-area': 'centre', 'restaurant-name': 'curry garden', 'restaurant-book time': '13:45', 'restaurant-book day': 'saturday', 'restaurant-book people': '3'} [utterance_sys] i have you booked at 13:45 on saturday . your reference number is rerxdpmf . can i help you with anything else ? [utterance_usr] nope ! that should do it , thanks !

[domain] ['hotel', 'restaurant'] [context] {'restaurant-book day': 'saturday', 'restaurant-book people': '4', 'restaurant-book time': '12:15', 'restaurant-food': 'indian', 'restaurant-name': 'curry garden', 'restaurant-area': 'centre', 'hotel-book day': 'thursday', 'hotel-book people': '4', 'hotel-book stay': '5', 'hotel-name': 'home from home'} [utterance_sys] i have a table for 4 at 12:15 on saturday at curry garden . is there anything else i can help you with ? [utterance_usr] could i get the reference number please ? [belief_state] {}

[domain] [] [context] {} [utterance_sys] [utterance_usr] i am looking for a guest house that has free parking .

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

[domain] ['attraction'] [context] {'attraction-type': 'college', 'attraction-name': 'christ college'} [utterance_sys] the address is saint andrew s street and the postcode is cb23bu . is there anything else i can help you with ? [utterance_usr] i also need a cheap restaurant in the same area as the attraction . [belief_state] {'restaurant-pricerange': 'cheap', 'restaurant-area': 'centre'}

[domain] ['train', 'restaurant'] [context] {'restaurant-book day': 'friday', 'restaurant-book people': '7', 'restaurant-book time': '15:15', 'restaurant-food': 'japanese', 'restaurant-name': 'wagamama', 'restaurant-area': 'centre', 'train-destination': 'norwich'} [utterance_sys] what day will you travel ? [utterance_usr] i'll be leaving cambridge on saturday after 13:45 . i''ll be heading to norwich . do you have anything for me ?

[domain] [] [context] {} [utterance_sys] [utterance_usr] can you help me find a hotel called home from home ?

[domain] ['attraction'] [context] {'attraction-name': 'clare hall'} [utterance_sys] the phone number is 01223332360 . could i be of further assistance ? [utterance_usr] i also am looking for a hotel called kirkwood house [belief_state] {'hotel-name': 'kirkwood house'}

[domain] ['train', 'attraction'] [context] {'attraction-name': 'kings hedges learner pool', 'train-book people': '2', 'train-leaveat': '08:00', 'train-destination': 'stevenage', 'train-day': 'sunday', 'train-departure': 'cambridge'} [utterance_sys] the parkside police station phone number is 01223358966 located parkside , cambridge cb11jg [utterance_usr] thank you . that s all i needed .

[domain] ['train', 'attraction'] [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 .

[domain] ['restaurant'] [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] {'attraction-type': 'swimming pool', 'attraction-area': 'centre'}

[domain] ['taxi'] [context] {'taxi-destination': 'worth house', 'taxi-departure': 'rajmahal'} [utterance_sys] i'll need to know when you would like to leave rajmahal or arrive at the worth house first . [utterance_usr] the taxi should arrive at the rajmahal by 16:15

[domain] ['hotel', 'train'] [context] {'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-name': 'acorn guest house', 'train-destination': 'cambridge', 'train-leaveat': '19:00'} [utterance_sys] i have many trains going to cambridge . can you tell me where you are departing from ? also , how many tickets will you need ? [utterance_usr] it is just for me and i need it for saturday leaving after 19:00 from ely and going to cambridge .

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

[domain] [] [context] {} [utterance_sys] [utterance_usr] please help me arrange for a taxi

[domain] ['attraction'] [context] {'attraction-type': 'park', 'attraction-area': 'centre'} [utterance_sys] the cambridge university botanic gardens is a park on bateman street . it s located in the centre area . can i help you with anything else ? [utterance_usr] do you know if there is an entrance fee ?

[domain] ['attraction', 'restaurant'] [context] {'restaurant-book day': 'tuesday', 'restaurant-book people': '8', 'restaurant-book time': '16:30', 'restaurant-food': 'british', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'west', 'attraction-type': 'museum', 'attraction-area': 'west'} [utterance_sys] okay , cambridge artworks is in the west and is something i recommend . would you like their information ? [utterance_usr] great , could you give me the entrance fee , postcode , and phone number ? [belief_state] {'attraction-name': 'cambridge artworks'}

[domain] [] [context] {} [utterance_sys] [utterance_usr] a north part of town restaurant

[domain] ['restaurant'] [context] {'restaurant-food': 'light bites', 'restaurant-area': 'centre'} [utterance_sys] we dont have any restaurant like that . [utterance_usr] do you have any expensive restaurant -s ?

[domain] ['restaurant'] [context] {'restaurant-food': 'greek', 'restaurant-area': 'east'} [utterance_sys] we dont have any by your choice . maybe if you can choose another location [utterance_usr] tang chinese . once you find the restaurant you want to book a table for 6 people at 16:45 on tuesday [belief_state] {'restaurant-book day': 'tuesday', 'restaurant-book people': '6', 'restaurant-book time': '16:45', 'restaurant-name': 'tang chinese'}

[domain] ['train'] [context] {'train-destination': 'cambridge', 'train-departure': 'birmingham new street'} [utterance_sys] there are 133 trains from birmingham new street and to cambridge . is there a particular day and and or time you are interested in ? [utterance_usr] yes , i want to leave on monday and i need to arrive by 11:15

[domain] ['restaurant'] [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 .

[domain] ['restaurant'] [context] {'restaurant-pricerange': 'moderate', 'restaurant-area': 'west'} [utterance_sys] do you have a preference on food type ? there are 3 restaurant -s with the following food types: indian , italian , and british . [utterance_usr] british sounds good . what s it called ? [belief_state] {'restaurant-food': 'british'}

[domain] ['taxi'] [context] {'taxi-destination': 'worth house', 'taxi-departure': 'rajmahal'} [utterance_sys] i'll need to know when you would like to leave rajmahal or arrive at the worth house first . [utterance_usr] the taxi should arrive at the rajmahal by 16:15

[domain] ['attraction', 'restaurant'] [context] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'cheap', 'attraction-name': 'churchills college', 'restaurant-area': 'centre'} [utterance_sys] there are a number of inexpensive options in that area . i can give you some information if you let me know what type of food you would like . [utterance_usr] i would like asian oriental food .

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

[domain] ['hotel', 'train'] [context] {'hotel-name': 'cityroomz', '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'} [utterance_sys] it is located in sleeperz hotel , station road [utterance_usr] could you book it for 3 people and 4 nights starting wednesday ?

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

[domain] ['attraction', 'restaurant'] [context] {'restaurant-food': 'international', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'the missing sock', 'restaurant-area': 'east', 'attraction-name': 'camboats', 'attraction-area': 'east'} [utterance_sys] certainly , the phone number for the missing sock is 01223812660 . can i assist you with anything else today ? [utterance_usr] thank you . that will be all i need . [belief_state] {}

[domain] ['restaurant'] [context] {'restaurant-food': 'korean', 'restaurant-pricerange': 'dontcare'} [utterance_sys] little seoul is a korean restaurant . [utterance_usr] phone number please

[domain] ['hotel'] [context] {'hotel-name': 'arbury lodge guest house', 'hotel-parking': 'yes', 'hotel-internet': 'yes'} [utterance_sys] the address of the hotel is 82 arbury road and they have both free parking and internet access . [utterance_usr] that all i need on the hotel , can you also give me information on the mumford theatre ?

[domain] ['hotel'] [context] {'hotel-name': 'avalon', 'hotel-area': 'north', 'hotel-parking': 'no', 'hotel-internet': 'yes'} [utterance_sys] sure thing what nights will you be staying ? [utterance_usr] actually , i do not want to book it at this time . can i get some information about the vue cinema , though ? [belief_state] {'attraction-name': 'vue cinema'}

[domain] ['train', 'restaurant'] [context] {'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] which day would you like this reservation ? [utterance_usr] i would like that reservation for tuesday , as well .

[domain] ['hotel'] [context] {'hotel-pricerange': 'expensive', 'hotel-internet': 'yes', 'hotel-area': 'centre'} [utterance_sys] sure , their postcode is cb21ad and it s rated 4 stars . [utterance_usr] also , i need a train on tuesday around 09:45 .

[domain] ['train'] [context] {'train-leaveat': '21:45', 'train-destination': 'cambridge', 'train-departure': 'peterborough'} [utterance_sys] the first train leaves at 21:48 . [utterance_usr] that will not work for me . when does the next 1 leave on tuesday ? [belief_state] {'train-day': 'tuesday'}

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

[domain] ['restaurant'] [context] {'restaurant-food': 'italian', 'restaurant-pricerange': 'cheap'} [utterance_sys] sure , how about zizzi cambridge , they offer cheap italian food in the town centre . [utterance_usr] sounds great . can i get their number ?

[domain] ['restaurant'] [context] {'restaurant-pricerange': 'moderate', 'restaurant-area': 'west'} [utterance_sys] meghna is an italian restaurant in the west part of town , and is in the moderate price range . [utterance_usr] phone number , please . [belief_state] {'restaurant-name': 'meghna'}

[domain] [] [context] {} [utterance_sys] [utterance_usr] can you help me find a moderate -ly priced hotel -s that has wifi ?

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

[domain] ['attraction'] [context] {'attraction-type': 'college', 'attraction-name': 'christ college', 'attraction-area': 'centre'} [utterance_sys] yes their address is saint andrew s street and their postcode is cb23bu and admission to the college is free . [utterance_usr] fantastic ! could you also find me a train that goes to bishops stortford and arrives by 21:15 ? [belief_state] {'train-destination': 'bishops stortford', 'train-arriveby': '21:15'}

[domain] ['restaurant'] [context] {'restaurant-food': 'dontcare', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'east'} [utterance_sys] there are 3 venue -s to choose from [utterance_usr] ok , what are they ?

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

[domain] ['train', 'attraction'] [context] {'attraction-name': 'great saint marys church', 'train-destination': 'cambridge', 'train-day': 'thursday', 'train-arriveby': '15:15', 'train-departure': 'ely'} [utterance_sys] i think the tr4992 train will work better . it leave ely at 13:35 and arrives at cambridge at 13:52 on thursday . would that 1 work ? [utterance_usr] yes , i am not booking my seat just yet . all i needed was the train id , and you have given me that . thank you . [belief_state] {}

[domain] ['attraction', 'restaurant'] [context] {'restaurant-book day': 'tuesday', 'restaurant-book people': '8', 'restaurant-book time': '16:30', 'restaurant-food': 'british', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'west', 'attraction-type': 'boat', 'attraction-area': 'west'} [utterance_sys] i apologize , there is not any boating activities in the west part of town . is there another part of town you might be interested in ? [utterance_usr] ok , well how about something educational like a museum maybe ?

[domain] ['hotel', 'restaurant'] [context] {'hotel-area': 'north', 'hotel-stars': '4', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'hotel-name': 'acorn guest house', 'hotel-book stay': '2', 'hotel-book day': 'thursday', 'hotel-book people': '3', 'restaurant-food': 'chinese', 'restaurant-area': 'north', 'restaurant-pricerange': 'expensive'} [utterance_sys] of course . the postcode is cb41jy . the phone number is 01223568988 . can i help with anything else today ? [utterance_usr] great i also need a taxi to take me between the 2 place -s .

[domain] ['hotel'] [context] {'hotel-name': 'acorn guest house', 'hotel-area': 'north', 'hotel-stars': '4', 'hotel-type': 'guest house'} [utterance_sys] the phone number for acorn guest house is 01223353888 . the postal code is cb41da . is there anything else i may help you with ? [utterance_usr] yes i am looking for information on the sesame restaurant and bar . [belief_state] {'restaurant-name': 'sesame restaurant and bar'}

[domain] [] [context] {} [utterance_sys] [utterance_usr] are there any colleges in the west ?

[domain] ['train', 'hotel'] [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 .

[domain] ['hotel'] [context] {'hotel-area': 'north', 'hotel-stars': '4', 'hotel-type': 'guest house'} [utterance_sys] the acorn guest house is in the north and is rated 4 stars . [utterance_usr] okay great . could i have their postcode and phone number ? [belief_state] {'hotel-name': 'acorn guest house'}

[domain] [] [context] {} [utterance_sys] [utterance_usr] can you help me find a restaurant located in the south area ?

[domain] ['hotel', 'train'] [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 ?

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

[domain] [] [context] {} [utterance_sys] [utterance_usr] i need a 16:30 taxi .

[domain] [] [context] {} [utterance_sys] [utterance_usr] i am looking for a train that leaves from cambridge .

[domain] [] [context] {} [utterance_sys] [utterance_usr] i need to leave bishops stortford . do you have a train going out ? [belief_state] {'train-departure': 'bishops stortford'}

[domain] ['attraction', 'restaurant'] [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 .

[domain] [] [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 .

[domain] ['hotel'] [context] {'hotel-name': 'city centre north bed and breakfast', 'hotel-stars': '0', 'hotel-internet': 'yes'} [utterance_sys] yes , they offer free wifi . would you like me to make a reservation for you ? [utterance_usr] is that a guest house in the north ? if so , i need to book it for 5 people 3 nights starting tuesday , and i'll need a reference number . [belief_state] {'hotel-book day': 'tuesday', 'hotel-book people': '5', 'hotel-book stay': '3', 'hotel-area': 'north', 'hotel-type': 'guest house'}

[domain] [] [context] {} [utterance_sys] [utterance_usr] can you find a theater to visit in town ?

[domain] [] [context] {} [utterance_sys] [utterance_usr] hello looking for a good train that leaves on saturday after 19:00 .

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

[domain] [] [context] {} [utterance_sys] [utterance_usr] could you give me some place -s to go in cambridge ?

[domain] ['hotel'] [context] {'hotel-area': 'west', 'hotel-internet': 'yes'} [utterance_sys] i will be more than happy to help you find 1 . do you prefer a certain price range ? [utterance_usr] price does not really matter , but i would like it to include internet and parking please .

[domain] ['hotel', 'restaurant'] [context] {'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'} [utterance_sys] on what area should your hotel be ? [utterance_usr] the area does not matter , i would just like a guest house with free wifi and parking . [belief_state] {'hotel-area': 'dontcare', 'hotel-parking': 'yes'}

[domain] ['train', 'attraction'] [context] {'attraction-type': 'nightclub', 'train-destination': 'cambridge', 'train-departure': 'london kings cross'} [utterance_sys] did you have a date or time in mind ? [utterance_usr] i need to travel saturday and get there by 14:45

[domain] ['train'] [context] {'train-destination': 'peterborough', 'train-leaveat': '17:00', 'train-departure': 'cambridge', 'train-day': 'tuesday'} [utterance_sys] there are several trains available . is there a time you would like to arrive by ? [utterance_usr] i would like to leave after 17:00

[domain] ['train', 'attraction'] [context] {'attraction-type': 'college', 'attraction-area': 'centre', 'train-leaveat': '09:00', 'train-destination': 'peterborough', 'train-day': 'friday', 'train-departure': 'cambridge'} [utterance_sys] what time would you like to arrive by ? [utterance_usr] i dont mind as long as we leave after 09:00 [belief_state] {}

[domain] ['hotel'] [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 .

[domain] ['train', 'attraction'] [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 ?

[domain] ['train', 'attraction'] [context] {'attraction-type': 'museum', 'attraction-area': 'west', 'train-book people': '1', 'train-leaveat': '08:30', 'train-destination': 'ely', 'train-day': 'saturday', 'train-departure': 'cambridge'} [utterance_sys] you are quite welcome , have a lovely day ! enjoy cambridge ! [utterance_usr] thank you , have a good day ! [belief_state] {}

[domain] ['taxi'] [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 .

[domain] [] [context] {} [utterance_sys] i have booked 8 tickets for you on the train arriving at 21:01 . your reference number is 4n4r9kbi . can i help you with anything else today ? [utterance_usr] yes . i would like to go to the cambridge artworks . can you provide the address ?

[domain] ['train'] [context] {'train-book people': '7', 'train-destination': 'peterborough', 'train-day': 'sunday', 'train-arriveby': '17:15', 'train-departure': 'cambridge'} [utterance_sys] i have booked you 7 tickets on the tr1086 . your reference is ij6zq2gf and the total fee of 92.4 gbp is payable at the station . can i help you with anything else ? [utterance_usr] i am also looking for a place to stay . [belief_state] {}

[domain] ['hotel', 'restaurant'] [context] {'restaurant-name': 'fitzbillies restaurant', 'hotel-area': 'north', 'hotel-pricerange': 'cheap', 'hotel-internet': 'yes'} [utterance_sys] there are 2 guest houses , in the north , in the cheap price range . both have wifi and parking . 1 is 4 stars . the other is 0 stars . [utterance_usr] book 4 star 1 . for 5 people , 3 nights , tuesday .

[domain] [] [context] {} [utterance_sys] boating is so relaxing . we have 4 different boating venue -s in town . did you have a preference on the area you would like ? [utterance_usr] no , your recommendation will suffice .

[domain] ['attraction'] [context] {'attraction-type': 'entertainment'} [utterance_sys] we have several options for you . is there a specific area you will be in ? [utterance_usr] no specific area . just the first thing that pops up . [belief_state] {'attraction-area': 'dontcare'}

[domain] ['restaurant'] [context] {'restaurant-book people': '2', 'restaurant-book time': '11:15', 'restaurant-food': 'modern european', 'restaurant-name': 'alimentum', 'restaurant-area': 'south'} [utterance_sys] for which day shall i book the table ? [utterance_usr] tuesday , please .

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

[domain] ['train'] [context] {'train-leaveat': '14:15', 'train-destination': 'cambridge', 'train-day': 'friday', 'train-arriveby': 'dontcare', 'train-departure': 'london kings cross'} [utterance_sys] i think you would like tr8842 train , it costs 23.60 pounds . [utterance_usr] thanks , it would be helpful if you also told me what time tr8842 leaves . anyhow , i just got paid . can you find me a high end eatery serving european cuisine ? [belief_state] {'restaurant-food': 'european', 'restaurant-pricerange': 'expensive'}

[domain] ['hotel', 'attraction'] [context] {'hotel-area': 'north', 'hotel-parking': 'no', 'hotel-stars': '4', 'hotel-type': 'guest house', 'attraction-type': 'museum', 'attraction-name': 'cambridge artworks'} [utterance_sys] acorn guest house looks available , would you like to book that ? [utterance_usr] not right now , but could you tell me their postcode ?

[domain] [] [context] {} [utterance_sys] [utterance_usr] i would love to see some architecture in the centre please

[domain] [] [context] {} [utterance_sys] [utterance_usr] please dig up some information on the mutliple sports in the centre for me [belief_state] {'attraction-type': 'multiple sports', 'attraction-area': 'centre'}

[domain] ['train', 'attraction'] [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 ?

[domain] ['restaurant'] [context] {'restaurant-pricerange': 'expensive', 'restaurant-area': 'west'} [utterance_sys] how about cambridge lodge restaurant located on cambridge lodge hotel 139 huntingdon road city centre . [utterance_usr] does it serve indian food ?

[domain] [] [context] {} [utterance_sys] [utterance_usr] hi . i would like help finding an indian restaurant to eat at . [belief_state] {'restaurant-food': 'indian'}

[domain] [] [context] {} [utterance_sys] [utterance_usr] do you know of any place -s i can go for entertainment ?

[domain] [] [context] {} [utterance_sys] [utterance_usr] please book me a taxi to come to rajmahal by 22:30 .

[domain] [] [context] {} [utterance_sys] [utterance_usr] please help me arrange for a taxi [belief_state] {}

[domain] ['hotel', 'train'] [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-book people': '5', 'train-leaveat': '16:30', 'train-destination': 'cambridge', 'train-departure': 'birmingham new street'} [utterance_sys] good news ! booking was successful , the total fee is 375.5 gbp payable at the station . reference number is : k5eoimr6 . is there anything else ? [utterance_usr] that will be all . thank you !

[domain] ['hotel', 'train'] [context] {'hotel-pricerange': 'moderate', 'hotel-internet': 'yes', 'hotel-name': 'acorn guest house', 'hotel-area': 'south', 'hotel-stars': '4', 'hotel-type': 'guest house', 'hotel-book stay': '2', 'hotel-book day': 'sunday', 'hotel-book people': '4', 'train-departure': 'peterborough', 'train-leaveat': '10:45', 'train-destination': 'cambridge', 'train-arriveby': '10:45', 'train-day': 'sunday', 'train-book people': '4'} [utterance_sys] i booked tr1071 , the last train before 10:45 arrives 10:38 . your reference number will be aul3mjy9 . however , if you would have preferred something earlier , i can easily cancel and rebook . [utterance_usr] no , that would be fine . thank you . that was all i needed for today .

[domain] ['hotel', 'train'] [context] {'hotel-book day': 'wednesday', 'hotel-book people': '7', 'hotel-book stay': '5', 'hotel-name': 'acorn guest house', 'hotel-pricerange': 'moderate', 'hotel-type': 'guest house', 'train-destination': 'cambridge', 'train-arriveby': '14:15', 'train-departure': 'broxbourne'} [utterance_sys] tr3158 departs broxbourne at 12:32 , arrives at 13:32 , and is a 1 hour ride . would you like me to book it ? [utterance_usr] no , thank you . the information was all i needed for today . [belief_state] {}

[domain] [] [context] {} [utterance_sys] [utterance_usr] can you book a hotel room for me ?

[domain] ['hotel', 'restaurant'] [context] {'hotel-name': 'allenbell', 'hotel-book stay': '4', 'hotel-book day': 'monday', 'hotel-book people': '7', 'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'dontcare'} [utterance_sys] i have curry garden located in cetre and is considered expensive . would you like to make reservation for this ? [utterance_usr] yes that sounds perfect . we'd like a table at 17:45 on the same day , and it s the same group of people as before , please .

[domain] ['hotel', 'restaurant'] [context] {'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'centre', 'hotel-book day': 'wednesday', 'hotel-book people': '3', 'hotel-book stay': '3', 'hotel-name': 'kirkwood house'} [utterance_sys] the curry garden is an restaurant that serves indian food and is expensive . do you need more information ? [utterance_usr] no . i am interested in a booking for the same number of people on the same day at 16:00 . 3 people on wednesday . [belief_state] {'restaurant-book day': 'wednesday', 'restaurant-book people': '3', 'restaurant-book time': '16:00', 'restaurant-name': 'curry garden'}

[domain] [] [context] {} [utterance_sys] [utterance_usr] yes i am looking for a train that arrives by 20:00 that is going to ely

[domain] [] [context] {} [utterance_sys] okay , where is your destination ? [utterance_usr] i need it to go to cambridge and arrive by 15:00 .

[domain] [] [context] {} [utterance_sys] okay . where is the destination ? [utterance_usr] the destination is the museum of classical archaeology . [belief_state] {'taxi-destination': 'museum of classical archaeology'}

[domain] ['hotel', 'taxi', 'restaurant'] [context] {'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'} [utterance_sys] a red volkswagen will take you from the acorn guest house to the sesame restaurant and bar . the contact number is 07193707133 [utterance_usr] ok , great . thank you very much for your help .

[domain] ['attraction', 'restaurant'] [context] {'restaurant-food': 'british', 'restaurant-area': 'centre', 'attraction-area': 'centre', 'attraction-type': 'theatre'} [utterance_sys] adc theatre is nearby . it is in park street [utterance_usr] could i have the address and phone number to the theater ?

[domain] [] [context] {} [utterance_sys] [utterance_usr] i am trying to find information about adc theatre , can you help me ? [belief_state] {'attraction-name': 'adc theatre'}

[domain] ['hotel'] [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 ?

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

[domain] ['hotel', 'attraction'] [context] {'hotel-book day': 'thursday', 'hotel-book people': '6', 'hotel-book stay': '3', 'hotel-name': 'lensfield hotel', 'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-stars': '3', 'hotel-type': 'hotel', 'attraction-name': 'kambar'} [utterance_sys] the lensfield hotel does have free parking . i can assist you with that reservation . [utterance_usr] yes , can you please book a room with the details i already provided . [belief_state] {}

[domain] ['train'] [context] {'train-destination': 'cambridge', 'train-departure': 'birmingham new street'} [utterance_sys] sure , when do you want to leave ? [utterance_usr] tuesday , i would like to arrive by 14:00 , please .

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

[domain] ['train', 'restaurant'] [context] {'restaurant-book day': 'wednesday', 'restaurant-book people': '8', 'restaurant-book time': '14:30', 'restaurant-food': 'italian', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'frankie and bennys', 'restaurant-area': 'south', 'train-leaveat': '10:00', 'train-destination': 'ely', 'train-departure': 'cambridge'} [utterance_sys] there is 1 that leaves at 11:50 arriving at 12:07 . would that work for you ? [utterance_usr] it does and could you please book it for 15 people and could you also give me the reference number ? [belief_state] {'train-leaveat': '11:50'}

[domain] [] [context] {} [utterance_sys] [utterance_usr] hey there , i want to get a train to cambridge for thursday please

[domain] ['restaurant'] [context] {'restaurant-food': 'italian', 'restaurant-pricerange': 'dontcare', 'restaurant-area': 'centre'} [utterance_sys] don pasquale pizzeria is an excellent but expensive place in the city centre . would you like more information on it ? [utterance_usr] that sounds perfect . could you book a table for 4 people at 18:30 on saturday .

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

[domain] [] [context] {} [utterance_sys] [utterance_usr] i need a train to peterborough that will be there no later than 17:15 .

[domain] [] [context] {} [utterance_sys] just to clarify a train from cambridge , correct ? where will it be to and what date & time ? [utterance_usr] i am going to london s kings cross on monday .

[domain] ['attraction'] [context] {'attraction-name': 'great saint marys church'} [utterance_sys] the postcode for that church is cb23pq . would you like their phone number ? [utterance_usr] no thank you . i also need a train that should leave on thursday and should go to cambridge . [belief_state] {'train-destination': 'cambridge', 'train-day': 'thursday'}

[domain] ['hotel'] [context] {'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] i have made those reservations and your reference number is hf0mer2o . [utterance_usr] great thanks i also need a taxi leaving the hotel by 05:00

[domain] [] [context] {} [utterance_sys] [utterance_usr] hello , i am trying to find an international restaurant in the east . any ideas ?

[domain] [] [context] {} [utterance_sys] [utterance_usr] i am looking for a greek restaurant on the east side of town . [belief_state] {'restaurant-food': 'greek', 'restaurant-area': 'east'}

[domain] ['hotel', 'attraction'] [context] {'hotel-area': 'north', 'hotel-parking': 'no', 'hotel-stars': '4', 'hotel-type': 'guest house', 'attraction-type': 'museum', 'attraction-name': 'cambridge artworks'} [utterance_sys] acorn guest house looks available , would you like to book that ? [utterance_usr] not right now , but could you tell me their postcode ?

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

[domain] ['restaurant'] [context] {'restaurant-book people': '3', 'restaurant-book time': '19:00', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'dontcare', 'restaurant-area': 'centre'} [utterance_sys] alright , i have your table booked at fitzbillies restaurant . the table will be reserved for 15 minutes . your reference number is: bcvphb3u . anything else today ? [utterance_usr] no thanks , that is everything [belief_state] {}

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

[domain] ['hotel'] [context] {'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-name': 'acorn guest house'} [utterance_sys] fine . is there anything else i can help with today ? [utterance_usr] what s the star rating , and phone number for the acorn ?

[domain] ['hotel'] [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] {}

[domain] ['restaurant'] [context] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'south'} [utterance_sys] yes certainly but how many people will be dining please ? [utterance_usr] it will be 6 people dining .

[domain] ['train', 'hotel'] [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 .

[domain] ['hotel'] [context] {'hotel-area': 'north', 'hotel-internet': 'yes', 'hotel-type': 'guest house'} [utterance_sys] yes , it is located at 82 arbury road , postcode cb42je . [utterance_usr] thanks . are there any restaurant -s in that area that serve corsica cuisine ? [belief_state] {'restaurant-food': 'corsica', 'restaurant-area': 'north'}

[domain] ['attraction'] [context] {'attraction-type': 'multiple sports', 'attraction-area': 'centre'} [utterance_sys] there are no results matching your query . can i try a different area or type ? [utterance_usr] okay , are there any cinemas in the centre ?

[domain] [] [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 ?

[domain] ['attraction', 'restaurant'] [context] {'restaurant-food': 'polynesian', 'restaurant-area': 'centre', 'attraction-type': 'museum', 'attraction-name': 'broughton house gallery', 'attraction-area': 'centre'} [utterance_sys] i found no polynesian restaurant -s in the centre of town [utterance_usr] how about something in the cheap price range ? [belief_state] {'restaurant-pricerange': 'cheap', 'restaurant-food': '[DELETE]'}

[domain] [] [context] {} [utterance_sys] [utterance_usr] i am looking to get some info about a hotel called home from home

[domain] ['hotel', 'attraction'] [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] the address and postcode is cb28rj 151 hills road . [utterance_usr] great thank you for your help thats all i needed today .

[domain] ['hotel', 'attraction', 'taxi'] [context] {'taxi-destination': 'christ college', 'taxi-departure': 'ashley hotel', 'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '4', 'hotel-internet': 'yes', 'attraction-type': 'college', 'attraction-name': 'christ college', 'attraction-area': 'dontcare'} [utterance_sys] what time do you want that trip to be ? [utterance_usr] i am going to leave the hotel by 19:15 . [belief_state] {'taxi-leaveat': '19:15'}

[domain] ['train'] [context] {'train-destination': 'cambridge', 'train-day': 'friday'} [utterance_sys] i can get you a ticket that leaves london kings cross at 05:17 or do you need a later time than that ? [utterance_usr] yes , i would need to leave after 08:00 please .

[domain] [] [context] {} [utterance_sys] the train id is tr4187 . would you like me to book this for you ? [utterance_usr] i am also looking for a expensive restaurant located in the north .

[domain] [] [context] {} [utterance_sys] [utterance_usr] i would like a restaurant in the south in the expensive range . [belief_state] {'restaurant-pricerange': 'expensive', 'restaurant-area': 'south'}

[domain] ['hotel'] [context] {'hotel-stars': '2', 'hotel-internet': 'yes', 'hotel-type': 'guest house'} [utterance_sys] there is not a guest house with 2 stars and free internet available . is there another type of hotel i can look up for you ? [utterance_usr] yes , how about a guest house with 3 stars and free wifi instead ?

[domain] [] [context] {} [utterance_sys] i am sorry , i did not get any matches for christmas food . is there another food type you would like to eat ? [utterance_usr] how about british food ?

[domain] ['restaurant'] [context] {'restaurant-food': 'latin american'} [utterance_sys] i am sorry i could not find a latin american restaurant is there another type of food you would like ? [utterance_usr] is there a british restaurant in the center of town ? [belief_state] {'restaurant-food': 'british', 'restaurant-area': 'centre'}

[domain] ['train', 'attraction'] [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 .

[domain] ['hotel', 'attraction'] [context] {'attraction-type': 'museum', 'attraction-area': 'centre', 'attraction-name': 'castle galleries', 'hotel-type': 'guest house', 'hotel-parking': 'yes', 'hotel-stars': '4', 'hotel-name': 'acorn guest house', 'hotel-book stay': '4', 'hotel-book day': 'sunday', 'hotel-book people': '3'} [utterance_sys] booking was successful . your reference number is 6rqxsuyd . can i help you with anything else ? [utterance_usr] i also need a taxi to commute from the hotel to the museum . i need to leave the hotel by 05:15

[domain] ['hotel'] [context] {'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] i have made those reservations and your reference number is hf0mer2o . [utterance_usr] great thanks i also need a taxi leaving the hotel by 05:00 [belief_state] {'taxi-leaveat': '05:00', 'taxi-departure': 'express by holiday inn cambridge'}

[domain] ['train'] [context] {'train-leaveat': '09:15', 'train-day': 'monday', 'train-departure': 'cambridge'} [utterance_sys] where will you be going ? [utterance_usr] i will be going to ely .

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

[domain] ['train'] [context] {'train-leaveat': '15:00', 'train-destination': 'cambridge', 'train-day': 'sunday', 'train-arriveby': '17:45', 'train-departure': 'bishops stortford'} [utterance_sys] the tr4651 train leaves bishops stortford at 15:29 . would you like me to book you a seat on it ? [utterance_usr] does it arrive in cambridge by 17:45 . that is the most important thing . [belief_state] {}

[domain] [] [context] {} [utterance_sys] [utterance_usr] i need to find a guest house with a moderate price range . any place -s to stay ?

[domain] ['train', 'restaurant'] [context] {'train-leaveat': 'after 18:30', 'train-destination': 'ely', 'train-day': 'saturday', 'train-departure': 'london liverpool street', 'restaurant-pricerange': 'cheap', 'restaurant-food': 'international', 'restaurant-area': 'dontcare', 'restaurant-name': 'the missing sock', 'restaurant-book time': '21:00', 'restaurant-book day': 'saturday', 'restaurant-book people': '3'} [utterance_sys] the booking was successful . the table will be reserved for 15 minutes . your reference number is 3y2haome . [utterance_usr] great , that s all i need , thanks so much for your help ! have a great day !

[domain] ['train', 'restaurant'] [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] {}

[domain] ['hotel'] [context] {'hotel-area': 'north', 'hotel-stars': '2'} [utterance_sys] we have ashley hotel on chesterton road or lovell lodge on milton . would you like me to book 1 of those ? [utterance_usr] bood ashley hotel for 2 people and 3 nights starting from thursday . what is the reference number please ?

[domain] ['hotel', 'restaurant'] [context] {'restaurant-food': 'international', 'restaurant-area': 'east', 'restaurant-name': 'the missing sock', 'hotel-area': 'south', 'hotel-name': 'lensfield hotel'} [utterance_sys] there is 1 located in the east , express by holiday inn cambridge . it has free internet and parking , would you like to book ? [utterance_usr] yes i would like to book 5 nights for 1 beginning on tuesday . could i get the reference number for that as well ?

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

[domain] ['train'] [context] {'train-leaveat': '14:30', 'train-destination': 'birmingham new street', 'train-departure': 'cambridge'} [utterance_sys] sure , how many tickets do you want ? [utterance_usr] i need it for 8 people

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

[domain] ['hotel'] [context] {'hotel-book day': 'thursday', 'hotel-book people': '4', 'hotel-book stay': '5', 'hotel-name': 'alexander bed and breakfast', 'hotel-area': 'centre', 'hotel-parking': 'yes', 'hotel-internet': 'yes'} [utterance_sys] ok , the booking has been completed . is there anything else i can help you with ? [utterance_usr] can i have the reference number for the hotel booking ? i would also like information about a restaurant called bedouin . [belief_state] {'restaurant-name': 'bedouin', 'hotel-book stay': '3'}

[domain] [] [context] {} [utterance_sys] [utterance_usr] restaurant on the south side please

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

[domain] ['hotel', 'taxi', 'restaurant'] [context] {'taxi-leaveat': '02:00', 'taxi-destination': 'alexander bed and breakfast', 'taxi-departure': 'bedouin', 'restaurant-name': 'bedouin', 'hotel-book day': 'thursday', 'hotel-book people': '4', 'hotel-book stay': '3', 'hotel-name': 'alexander bed and breakfast', 'hotel-area': 'centre', 'hotel-parking': 'yes', 'hotel-internet': 'yes'} [utterance_sys] alright , i hope you have a good stay , thank you for using our service ! [utterance_usr] sure thing , you've been a great help . [belief_state] {}

[domain] ['train'] [context] {'train-destination': 'cambridge', 'train-departure': 'leicester'} [utterance_sys] on what day will you be travelling ? [utterance_usr] i will be traveling on monday and need to arrive by 14:15

[domain] [] [context] {} [utterance_sys] [utterance_usr] hello . i am trying to find a restaurant in the centre that serves indian food .

[domain] [] [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'}

[domain] ['train'] [context] {'train-destination': 'norwich', 'train-day': 'sunday', 'train-arriveby': '17:15'} [utterance_sys] yes , there is 1 that departs at 5:36 and arrives at 6:55 will that work ? [utterance_usr] that will work , can you book me seats for 7 and let me know the reference number ?

[domain] ['train', 'attraction'] [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 ?

[domain] ['train'] [context] {'train-leaveat': '14:15', 'train-destination': 'peterborough', 'train-day': 'tuesday', 'train-departure': 'cambridge'} [utterance_sys] great . you can leave as soon as 14:34 or as late as 23:24 . do you have a preference ? [utterance_usr] i will take the 14:34 . can you book that for 4 people and provide me with a reference number please ? [belief_state] {'train-book people': '4'}

[domain] [] [context] {} [utterance_sys] [utterance_usr] i need a 16:30 taxi .

[domain] ['train'] [context] {'train-leaveat': '21:45', 'train-destination': 'stansted airport', 'train-day': 'friday', 'train-departure': 'cambridge'} [utterance_sys] for an arrival of what time ? [utterance_usr] i need to leave after 21:45 .

[domain] ['train'] [context] {'train-destination': 'cambridge', 'train-day': 'thursday', 'train-departure': 'stansted airport'} [utterance_sys] what time will you need to be traveling ? [utterance_usr] i would like to arrive by 15:45 , need the departure time and train id . [belief_state] {'train-arriveby': '15:45'}

[domain] ['hotel', 'attraction'] [context] {'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] your booking was successful . your reference number is s56d4von . can i assist you further today ? [utterance_usr] i would like a taxi please . it should pick me up at 15:30 from the byard art and drop me off at the hotel .

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

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

[domain] ['train', 'attraction'] [context] {'attraction-type': 'museum', 'train-day': 'monday', 'train-arriveby': '17:00', 'train-departure': 'cambridge'} [utterance_sys] there is a train leaving cambridge and going to kings lynn at 16:58 monday will that train work for you ? [utterance_usr] no . i need to go catch a plane .

[domain] ['attraction'] [context] {'attraction-type': 'museum'} [utterance_sys] there are a total of 23 museums in cambridge . is there a particular area of town you are wanting to visit ? [utterance_usr] yes , could you please make sure it is located in the downtown area . and could you let me know the entrance fee and phone number ?

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

[domain] ['restaurant'] [context] {'restaurant-food': 'world', 'restaurant-area': 'east'} [utterance_sys] i found no matching records for your requests . do you want to try something else ? [utterance_usr] how about chinese food ?

[domain] [] [context] {} [utterance_sys] and where will the destination be ? [utterance_usr] i would like to go to cambridge .

[domain] [] [context] {} [utterance_sys] okay . where is the destination ? [utterance_usr] the destination is the museum of classical archaeology . [belief_state] {'taxi-destination': 'museum of classical archaeology'}

[domain] ['hotel', 'taxi', 'restaurant'] [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-name': 'acorn guest house', 'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-pricerange': 'expensive'} [utterance_sys] acron guest does meet your requirement -s would you like for me to book it ? [utterance_usr] yeah , i want it booked for 2 people on wednesday for 2 nights

[domain] ['hotel', 'attraction', 'taxi'] [context] {'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '4', 'hotel-type': 'guest house', 'hotel-name': 'kirkwood house', 'attraction-area': 'centre', 'attraction-type': 'architecture', 'taxi-leaveat': '15:30', 'attraction-name': 'old schools', 'taxi-destination': 'kirkwood house'} [utterance_sys] when would you like to arrive by ? [utterance_usr] i only need to leave the attraction by 15:30 .

[domain] ['hotel', 'attraction', 'taxi'] [context] {'taxi-leaveat': '24:45', 'taxi-destination': 'cambridge artworks', 'taxi-departure': 'acorn guest house', 'hotel-name': 'acorn guest house', 'hotel-area': 'north', 'hotel-parking': 'no', 'hotel-stars': '4', 'hotel-type': 'guest house', 'attraction-type': 'museum', 'attraction-name': 'cambridge artworks'} [utterance_sys] booking is complete . your contact number is 07522217444 . the car type will be a red tesla . can i help you with anything else ? [utterance_usr] no that s all i needed thank you ! [belief_state] {}

[domain] [] [context] {} [utterance_sys] [utterance_usr] im looking for a train that arrives by 9:15 and leaves tuesday

[domain] ['train', 'restaurant'] [context] {'restaurant-pricerange': 'expensive', 'restaurant-area': 'west', 'restaurant-name': 'cocum', 'restaurant-food': 'indian', 'restaurant-book time': '12:15', 'restaurant-book day': 'sunday', 'restaurant-book people': '2', 'train-departure': 'bishops stortford', 'train-day': 'sunday', 'train-destination': 'cambridge', 'train-arriveby': '09:45'} [utterance_sys] the price is 8.08 pounds per ticket , would you like to book a seat ? [utterance_usr] that will not be necessary . thank you .

[domain] ['train', 'restaurant'] [context] {'restaurant-book day': 'thursday', 'restaurant-book people': '2', 'restaurant-book time': '16:15', 'restaurant-food': 'italian', 'restaurant-name': 'pizza express', 'train-destination': 'cambridge', 'train-day': 'thursday', 'train-arriveby': '11:45', 'train-departure': 'london kings cross'} [utterance_sys] the travel time is 51 minutes and the per ticket price is 23.60gbp . [utterance_usr] thank you so much , i will book later . have a great day , you have been helpful . [belief_state] {}

[domain] ['hotel'] [context] {'hotel-area': 'east', 'hotel-internet': 'yes', 'hotel-type': 'hotel'} [utterance_sys] i have found express by holiday inn cambridge . 1517 norman way , coldhams business park [utterance_usr] does that hotel include free parking and have 2 stars ?

[domain] [] [context] {} [utterance_sys] addenbrookes hospital telephone : 01223245151 address : hills rd , cambridge postcode : cb20qq do you need a taxi to get there ? [utterance_usr] no , thank you . can you also find me a restaurant that serves british food in the centre ? postcode , please .

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

[domain] [] [context] {} [utterance_sys] [utterance_usr] i am looking for a train on sunday that leaves after 17:15 .

[domain] [] [context] {} [utterance_sys] unfortunately , i was unable to find a restaurant that serves northern european food . is there anything else i can help you with ? [utterance_usr] okay , what about a restaurant that serves modern european food ?

[domain] ['restaurant'] [context] {'restaurant-food': 'molecular gastronomy', 'restaurant-pricerange': 'moderate'} [utterance_sys] i am sorry but there are no molecular gastronomy restaurant -s within this area . sorry about that . [utterance_usr] how about modern european food ? [belief_state] {'restaurant-food': 'modern european'}

[domain] ['train'] [context] {'train-destination': 'cambridge', 'train-day': 'thursday', 'train-arriveby': '15:45', 'train-departure': 'stansted airport'} [utterance_sys] okay the tr2473 leaves at 14:24 and arrives by 14:52 . it s 28 minutes . [utterance_usr] thanks ! i am also looking for an attraction in the centre area .

[domain] [] [context] {} [utterance_sys] [utterance_usr] hi , can you help me find a train that goes to cambridge on saturday ?

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

[domain] ['hotel', 'taxi', 'restaurant'] [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

[domain] ['taxi'] [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 .

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

[domain] [] [context] {} [utterance_sys] [utterance_usr] can you suggest somewhere around here where i can see multiple sports and is in the centre ?

[domain] [] [context] {} [utterance_sys] [utterance_usr] i will be visiting cambridge soon and definitely want to see some local attractions . can you help me ?

[domain] [] [context] {} [utterance_sys] [utterance_usr] can you help me find a place to dine in cambridge ? [belief_state] {}

[domain] ['hotel', 'taxi', 'restaurant'] [context] {'taxi-destination': 'prezzo', 'taxi-departure': 'huntingdon marriott hotel', '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': '1', 'hotel-name': 'huntingdon marriott hotel', 'hotel-area': 'west', 'hotel-pricerange': 'expensive'} [utterance_sys] what time would you like the leave the first place ? [utterance_usr] i want to arrive at the restaurant by the booked time

[domain] ['hotel', 'train'] [context] {'hotel-book people': '4', 'hotel-book stay': '5', 'hotel-area': 'east', 'hotel-stars': '4', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'train-destination': 'cambridge', 'train-day': 'sunday', 'train-arriveby': '11:30', 'train-departure': 'ely'} [utterance_sys] do you want that guest house reservation to begin on sunday ? [utterance_usr] yes . i need 5 nights starting on sunday .

[domain] ['hotel', 'train'] [context] {'hotel-name': 'acorn guest house', 'hotel-pricerange': 'moderate', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'train-destination': 'ely'} [utterance_sys] are you sure you do not need me to book your hotel for you ? [utterance_usr] can you help with transit information ? i need to go to ely by train on sunday and need to arrive by 09:00 departing cambridge . [belief_state] {'train-day': 'sunday', 'train-arriveby': '09:00', 'train-departure': 'cambridge'}

[domain] [] [context] {} [utterance_sys] would you like to narrow that down a bit ? [utterance_usr] can you suggest a nice place that has a swimmingpool ?

[domain] ['hotel'] [context] {'hotel-area': 'east', 'hotel-pricerange': 'moderate', 'hotel-type': 'guest house', 'hotel-name': 'carolina bed and breakfast'} [utterance_sys] what would you like to know ? [utterance_usr] does it have free wifi ?

[domain] ['hotel', 'restaurant'] [context] {'restaurant-food': 'italian', 'restaurant-area': 'centre', 'hotel-area': 'centre', 'hotel-parking': 'yes', 'hotel-pricerange': 'cheap'} [utterance_sys] i would suggest el shaddai . would you like a reservation ? [utterance_usr] possibly , do they have free wifi ? [belief_state] {'hotel-internet': 'yes'}

[domain] [] [context] {} [utterance_sys] [utterance_usr] i need a train that leaves cambridge on monday after 09:15

[domain] [] [context] {} [utterance_sys] there are none available at this time . [utterance_usr] ok . could you try for a museum .

[domain] [] [context] {} [utterance_sys] great ! there are many wonderful tourist attractions in cambridge . is there a particular type of attraction you are looking for ? [utterance_usr] i would like to visit a museum . what do you suggest ? [belief_state] {'attraction-type': 'museum'}

[domain] ['hotel', 'train'] [context] {'hotel-area': 'east', 'hotel-parking': 'dontcare', 'hotel-pricerange': 'dontcare', 'hotel-stars': '4', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'train-book people': '3', 'train-destination': 'cambridge', 'train-day': 'saturday', 'train-arriveby': '09:30', 'train-departure': 'london liverpool street'} [utterance_sys] a and b guest house would be my suggestion ? would you like me to make a reservation ? [utterance_usr] no , how much does it cost , and i need the address & postcode too please

[domain] ['attraction'] [context] {'attraction-name': 'cambridge artworks'} [utterance_sys] is there anything else that i can help you with ? [utterance_usr] i need a play to stay in the east .

[domain] [] [context] {} [utterance_sys] [utterance_usr] i am going to the east part of cambridge and want to see a good attraction . [belief_state] {'attraction-area': 'east'}

[domain] ['taxi'] [context] {'taxi-destination': 'worth house', 'taxi-departure': 'rajmahal'} [utterance_sys] i'll need to know when you would like to leave rajmahal or arrive at the worth house first . [utterance_usr] the taxi should arrive at the rajmahal by 16:15

[domain] [] [context] {} [utterance_sys] [utterance_usr] i would like to find a college to visit .

[domain] ['train', 'attraction'] [context] {'attraction-type': 'multiple sports', 'attraction-area': 'centre', 'train-destination': 'cambridge', 'train-day': 'thursday', 'train-arriveby': '15:45', 'train-departure': 'stansted airport'} [utterance_sys] whatever it is , there is not a spot for in the centre , shall i search for something else ? [utterance_usr] how about a college instead ? [belief_state] {'attraction-type': 'college'}

[domain] ['train'] [context] {'train-leaveat': '14:30', 'train-destination': 'birmingham new street', 'train-departure': 'cambridge'} [utterance_sys] sure , how many tickets do you want ? [utterance_usr] i need it for 8 people

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

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

[domain] ['train'] [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

[domain] [] [context] {} [utterance_sys] [utterance_usr] i would really like to visit a museum while i am here . are there any located in the east ?

[domain] [] [context] {} [utterance_sys] great ! there are many wonderful tourist attractions in cambridge . is there a particular type of attraction you are looking for ? [utterance_usr] i would like to visit a museum . what do you suggest ? [belief_state] {'attraction-type': 'museum'}

[domain] ['restaurant'] [context] {'restaurant-food': 'indian', 'restaurant-pricerange': 'dontcare', 'restaurant-name': 'curry prince', 'restaurant-area': 'east'} [utterance_sys] curry prince is located at 451 newmarket road fen ditton , their phone number is 01223566388 . [utterance_usr] thank you , goodbye .

[domain] ['attraction', 'restaurant'] [context] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive', 'attraction-name': 'churchills college'} [utterance_sys] the phone number is 01223336233 . [utterance_usr] thanks so much . now , i guess i will need to find a cheap place to eat in the centre .

[domain] [] [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'}

[domain] ['attraction', 'restaurant'] [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': 'nightclub', 'attraction-area': 'west'} [utterance_sys] there are no nightclubs in the west , would you like me to do another searchby area or attraction type ? [utterance_usr] how about a museum then ?

[domain] ['attraction', 'restaurant'] [context] {'restaurant-food': 'italian', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'centre', 'restaurant-book time': '12:45', 'restaurant-book day': 'sunday', 'restaurant-book people': '8', 'attraction-name': 'sheeps green and lammas land park fen causeway'} [utterance_sys] no , it s free to get in ! [utterance_usr] great ! can i also book a taxi from the sheep s green and lammas land park fen causeway to the restaurant to get us there before our booking ?

[domain] ['attraction', 'restaurant'] [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] i can help you with that . i'll need to know your departure site and destination . you can also tell me the departure time and arrival time . [utterance_usr] i would like to get the postcode for the museum first , please . i'll need the taxi to get from the museum to lucky star in time for my booking . [belief_state] {'taxi-destination': 'the lucky star', 'taxi-departure': 'byard art', 'taxi-arriveby': '13:15'}

[domain] ['hotel', 'train'] [context] {'hotel-name': 'lensfield hotel', 'hotel-area': 'dontcare', 'hotel-pricerange': 'expensive', 'hotel-internet': 'yes', 'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-arriveby': '11:30', 'train-departure': 'bishops stortford'} [utterance_sys] how many people should i book this for ? what day ? how many days will you be staying ? [utterance_usr] book it for 8 people and 4 nights . we will be checking in on thursday .

[domain] ['attraction'] [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 .

[domain] ['restaurant'] [context] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'dontcare', 'restaurant-area': 'dontcare'} [utterance_sys] rice house is in the center , is cheap , and post code is cb12bd . [utterance_usr] i am also looking for a train . the train should leave on sunday and should go to bishops stortford . the train should depart from cambridge and should arrive by 17:30 . [belief_state] {'train-destination': 'bishops stortford', 'train-day': 'sunday', 'train-arriveby': '17:30', 'train-departure': 'cambridge'}

[domain] ['train'] [context] {'train-book people': '6', 'train-leaveat': '18:30', 'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-departure': 'leicester'} [utterance_sys] just to be certain , book 6 train tickets to cambridge from leicester on tuesday at 19:09 , correct ? [utterance_usr] yes , that is correct

[domain] ['attraction', 'restaurant'] [context] {'attraction-area': 'centre', 'attraction-type': 'museum', 'restaurant-food': 'turkish', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'centre'} [utterance_sys] why yes there s 2 resturants in the centre area . would you like information on both of them ? [utterance_usr] i just need it to be moderate -ly priced . i would like to reserve a table for 8 .

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

[domain] ['train'] [context] {'train-leaveat': '21:45', 'train-destination': 'cambridge', 'train-departure': 'peterborough'} [utterance_sys] the first train leaves at 21:48 . [utterance_usr] that will not work for me . when does the next 1 leave on tuesday ?

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

[domain] ['attraction'] [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] {}

[domain] [] [context] {} [utterance_sys] where is your departure site ? [utterance_usr] i would like to leave aylesbray lodge guest house by 12:15

[domain] ['train', 'restaurant'] [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] ok , great ! have a wonderful day ! [utterance_usr] thank you for all of your help !

[domain] ['train', 'restaurant'] [context] {'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] thank you for all your help . we should have a nice anniversary . [utterance_usr] what ? could you please make the reservation ? [belief_state] {}

[domain] ['train'] [context] {'train-day': 'saturday'} [utterance_sys] from where to where ? [utterance_usr] i am leaving from london liverpool street and i need to arrive in cambridge by 09:30 .

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

[domain] ['hotel', 'attraction', 'taxi'] [context] {'taxi-leaveat': '08:45', 'hotel-book day': 'friday', 'hotel-book people': '6', 'hotel-book stay': '4', 'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '2', 'attraction-type': 'college'} [utterance_sys] what time do you want to arrive by ? [utterance_usr] i need to arrive by 17:00 please . [belief_state] {'taxi-destination': 'jesus college', 'taxi-departure': 'ashley hotel', 'taxi-arriveby': '17:00'}

[domain] ['restaurant'] [context] {'restaurant-food': 'modern european', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'dontcare'} [utterance_sys] de luca cucina and bar serves modern european food and is in the moderate price range . their phone number is 01223356666 and they are located at 83 regent street [utterance_usr] thank you . goodbye .

[domain] [] [context] {} [utterance_sys] [utterance_usr] yes i am looking for a train that departs on wednesday from peterborough .

[domain] ['train', 'attraction'] [context] {'attraction-type': 'college', 'attraction-name': 'christ college', 'attraction-area': 'centre', 'train-destination': 'bishops stortford', 'train-arriveby': '21:15'} [utterance_sys] where will you be departing from ? [utterance_usr] cambridge is my departure point , and i want to travel on wednesday . [belief_state] {'train-day': 'wednesday', 'train-departure': 'cambridge'}

[domain] ['restaurant'] [context] {'restaurant-food': 'chinese', 'restaurant-area': 'east'} [utterance_sys] no they do not serve chinese food , however the yu garden does and is in the east side . [utterance_usr] what is the address ?

[domain] ['train', 'hotel'] [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 .

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

[domain] [] [context] {} [utterance_sys] [utterance_usr] hi there . can you tell me if you have any parks in the east part of town ?