Joint Speech and Text Training for LLM-Based End-to-End Spoken Dialogue State Tracking
Paper • 2511.22503 • Published
text string | normalized_text string | context string | normalized_context string | audio audio | audio_len int32 | wav_id string | turn_index int32 | agent_text string | domains string | slots string |
|---|---|---|---|---|---|---|---|---|---|---|
{"label": "Am looking for a place to to stay that has cheap price range, it should be in a type of hotel.", "domains": "['hotel']", "slots": "{'hotel': {'pricerange': 'cheap', 'type': 'hotel'}}"} | label am looking for a place to to stay that has cheap price range it should be in a type of hotel domains hotel slots hotel pricerange cheap type hotel | 78,420 | sng01856 | 0 | Okay, do you have a specific area you want to stay in? | ['hotel'] | {'hotel': {'pricerange': 'cheap', 'type': 'hotel'}} | |||
{"label": "No, that will be all good bye.", "domains": "['hotel']", "slots": "{'hotel': {'stay': '2', 'day': 'Tuesday', 'people': '6', 'parking': 'yes', 'pricerange': 'cheap', 'type': 'hotel'}}"} | label no that will be all good bye domains hotel slots hotel stay 2 day tuesday people 6 parking yes pricerange cheap type hotel | USER: Am looking for a place to to stay that has cheap price range, it should be in a type of hotel.
AGENT: Okay, do you have a specific area you want to stay in?
USER: No, I just need to make sure it's cheap. Oh, and I need parking.
AGENT: I found 1 cheap hotel for you that includes parking. Do you like me to book it?... | user am looking for a place to to stay that has cheap price range it should be in a type of hotel agent okay do you have a specific area you want to stay in user no i just need to make sure it's cheap oh and i need parking agent i found 1 cheap hotel for you that includes parking do you like me to book it user yes plea... | 41,320 | sng01856 | 8 | null | ['hotel'] | {'hotel': {'stay': '2', 'day': 'Tuesday', 'people': '6', 'parking': 'yes', 'pricerange': 'cheap', 'type': 'hotel'}} | |
{"label": "Thank you, that will be all for now.", "domains": "[]", "slots": "{}"} | label thank you that will be all for now domains slots | USER: Hello, I have been robbed. Can you please help me get in touch with the police?
AGENT: Parkside Police Station is in Parkside, Cambridge. Their number is 01223358966. Anything else I can do for you?
USER: Can I please have the postcode as well?
AGENT: The postcode for the Parkside police station is CB11JG. Can I ... | user hello i have been robbed can you please help me get in touch with the police agent parkside police station is in parkside cambridge their number is 01223358966 anything else i can do for you user can i please have the postcode as well agent the postcode for the parkside police station is cb11jg can i help you with... | 27,115 | sng0129 | 6 | Great. Thank you for contacting Cambridge Towninfo Centre. | [] | {} | |
{"label": "I would like to leave on Wednesday.", "domains": "['train']", "slots": "{'train': {'destination': 'Cambridge', 'day': 'Wednesday', 'arriveby': '8:45 pm', 'departure': 'Birmingham New Street'}}"} | label i would like to leave on wednesday domains train slots train destination cambridge day wednesday arriveby 845 pm departure birmingham new street | USER: Hi, I'm looking for a train that is going to Cambridge and arriving there by 8:45 p.m. Is there anything like that?
AGENT: There are over 1000 trains like that. Where will you be departing from?
USER: I am departing from Birmingham New Street.
AGENT: Can you confirm your desired travel day? | user hi i'm looking for a train that is going to cambridge and arriving there by 845 pm is there anything like that agent there are over 1000 trains like that where will you be departing from user i am departing from birmingham new street agent can you confirm your desired travel day | 32,152 | mul2168 | 4 | I show a train leaving Birmingham New Street at 5:40 p.m. and arriving at 8:23 p.m. on Wednesday. Will this work for you? | ['train'] | {'train': {'destination': 'Cambridge', 'day': 'Wednesday', 'arriveby': '8:45 pm', 'departure': 'Birmingham New Street'}} | |
{"label": "Please book it for Wednesday for 5 people and 5 nights, please.", "domains": "['hotel', 'train']", "slots": "{'hotel': {'stay': '5', 'day': 'Wednesday', 'people': '5', 'name': 'Cambridge Belfry', 'stars': '4', 'internet': 'yes'}, 'train': {'people': '5', 'destination': 'Cambridge', 'day': 'Wednesday', 'arriv... | label please book it for wednesday for 5 people and 5 nights please domains hotel train slots hotel stay 5 day wednesday people 5 name cambridge belfry stars 4 internet yes train people 5 destination cambridge day wednesday arriveby 845 pm departure birmingham new street | USER: Hi, I'm looking for a train that is going to Cambridge and arriving there by 8:45 p.m. Is there anything like that?
AGENT: There are over 1000 trains like that. Where will you be departing from?
USER: I am departing from Birmingham New Street.
AGENT: Can you confirm your desired travel day?
USER: I would like to ... | user hi i'm looking for a train that is going to cambridge and arriving there by 845 pm is there anything like that agent there are over 1000 trains like that where will you be departing from user i am departing from birmingham new street agent can you confirm your desired travel day user i would like to leave on wedne... | 57,262 | mul2168 | 12 | Booking was successful. Reference number is : 5NAwGJDC. | ['hotel', 'train'] | {'hotel': {'stay': '5', 'day': 'Wednesday', 'people': '5', 'name': 'Cambridge Belfry', 'stars': '4', 'internet': 'yes'}, 'train': {'people': '5', 'destination': 'Cambridge', 'day': 'Wednesday', 'arriveby': '8:45 pm', 'departure': 'Birmingham New Street'}} | |
{"label": "Thank you, that's all I needed.", "domains": "[]", "slots": "{}"} | label thank you that's all i needed domains slots | USER: I was robbed a few minutes ago and need assistance.
AGENT: Please contact the Parkside Cambridge Police Station.
USER: I need the address, including postcode of the police station and also the phone number.
AGENT: Of course. Their address is Parkside, Cambridge, postcode CB11JG and phone number is 01223358966. | user i was robbed a few minutes ago and need assistance agent please contact the parkside cambridge police station user i need the address including postcode of the police station and also the phone number agent of course their address is parkside cambridge postcode cb11jg and phone number is 01223358966 | 30,156 | sng01445 | 4 | You are more than welcome. | [] | {} | |
{"label": "Is that a guesthouse or a hotel? I'd really prefer a guesthouse.", "domains": "['hotel']", "slots": "{'hotel': {'name': 'Express By Holiday Inn Cambridge', 'area': 'East', 'parking': 'yes', 'pricerange': 'dontcare', 'internet': 'no', 'type': 'guesthouse'}}"} | label is that a guesthouse or a hotel i'd really prefer a guesthouse domains hotel slots hotel name express by holiday inn cambridge area east parking yes pricerange dontcare internet no type guesthouse | USER: Hi, I'm looking for a hotel in the East. The internet is not needed.
AGENT: There are no hotels that do not have internet, but 7 which do have it. Do you have a specific price range you'd prefer?
USER: No, but it should have free parking, please.
AGENT: The Express by Holiday Inn Cambridge is in the area and has ... | user hi i'm looking for a hotel in the east the internet is not needed agent there are no hotels that do not have internet but 7 which do have it do you have a specific price range you'd prefer user no but it should have free parking please agent the express by holiday inn cambridge is in the area and has free parking ... | 56,233 | mul2105 | 4 | It's a hotel, there are 5 guesthouses in the area. Do you prefer cheap or moderate for the price range? | ['hotel'] | {'hotel': {'name': 'Express By Holiday Inn Cambridge', 'area': 'East', 'parking': 'yes', 'pricerange': 'dontcare', 'internet': 'no', 'type': 'guesthouse'}} | |
{"label": "I want to go from Cambridge to Ely, no preference for time, but I need to book for 8 people.", "domains": "['hotel', 'train']", "slots": "{'hotel': {'area': 'East', 'parking': 'yes', 'pricerange': 'dontcare', 'internet': 'no', 'type': 'guesthouse'}, 'train': {'people': '8', 'leaveat': 'dontcare', 'destinatio... | label i want to go from cambridge to ely no preference for time but i need to book for 8 people domains hotel train slots hotel area east parking yes pricerange dontcare internet no type guesthouse train people 8 leaveat dontcare destination ely arriveby dontcare departure cambridge | USER: Hi, I'm looking for a hotel in the East. The internet is not needed.
AGENT: There are no hotels that do not have internet, but 7 which do have it. Do you have a specific price range you'd prefer?
USER: No, but it should have free parking, please.
AGENT: The Express by Holiday Inn Cambridge is in the area and has ... | user hi i'm looking for a hotel in the east the internet is not needed agent there are no hotels that do not have internet but 7 which do have it do you have a specific price range you'd prefer user no but it should have free parking please agent the express by holiday inn cambridge is in the area and has free parking ... | 81,636 | mul2105 | 12 | There are trains that run every two hours every day, starting at 5:50 a.m. Do you know what day you'd like to travel? | ['hotel', 'train'] | {'hotel': {'area': 'East', 'parking': 'yes', 'pricerange': 'dontcare', 'internet': 'no', 'type': 'guesthouse'}, 'train': {'people': '8', 'leaveat': 'dontcare', 'destination': 'Ely', 'arriveby': 'dontcare', 'departure': 'Cambridge'}} | |
{"label": "I would like to go to Ely, please.", "domains": "['train']", "slots": "{'train': {'destination': 'Ely', 'departure': 'Norwich'}}"} | label i would like to go to ely please domains train slots train destination ely departure norwich | USER: I need to take a train from Norwich, leaving after 9:15 p.m.
AGENT: Where would you like to go to? | user i need to take a train from norwich leaving after 915 pm agent where would you like to go to | 26,561 | pmul1690 | 2 | I don't have any listings for trains leaving Norwich and arriving in Ely. Would you like to try a different departure station? | ['train'] | {'train': {'destination': 'Ely', 'departure': 'Norwich'}} | |
{"label": "I would like to keep it in the moderate range, please.", "domains": "['hotel', 'train']", "slots": "{'hotel': {'area': 'North', 'pricerange': 'moderate', 'stars': '4'}, 'train': {'leaveat': '9:15 pm', 'destination': 'Cambridge', 'day': 'Monday', 'departure': 'Norwich'}}"} | label i would like to keep it in the moderate range please domains hotel train slots hotel area north pricerange moderate stars 4 train leaveat 915 pm destination cambridge day monday departure norwich | USER: I need to take a train from Norwich, leaving after 9:15 p.m.
AGENT: Where would you like to go to?
USER: I would like to go to Ely, please.
AGENT: I don't have any listings for trains leaving Norwich and arriving in Ely. Would you like to try a different departure station?
USER: I meant, Cambridge, please, I woul... | user i need to take a train from norwich leaving after 915 pm agent where would you like to go to user i would like to go to ely please agent i don't have any listings for trains leaving norwich and arriving in ely would you like to try a different departure station user i meant cambridge please i would like to arrive ... | 44,473 | pmul1690 | 10 | I see 7 options, they are all guesthouses. Do you have preferences for internet and parking? | ['hotel', 'train'] | {'hotel': {'area': 'North', 'pricerange': 'moderate', 'stars': '4'}, 'train': {'leaveat': '9:15 pm', 'destination': 'Cambridge', 'day': 'Monday', 'departure': 'Norwich'}} | |
{"label": "The same day, Monday, please.", "domains": "['hotel', 'train']", "slots": "{'hotel': {'stay': '2', 'day': 'Monday', 'people': '4', 'area': 'North', 'pricerange': 'moderate', 'stars': '4'}, 'train': {'leaveat': '9:15 pm', 'destination': 'Cambridge', 'day': 'Monday', 'departure': 'Norwich'}}"} | label the same day monday please domains hotel train slots hotel stay 2 day monday people 4 area north pricerange moderate stars 4 train leaveat 915 pm destination cambridge day monday departure norwich | USER: I need to take a train from Norwich, leaving after 9:15 p.m.
AGENT: Where would you like to go to?
USER: I would like to go to Ely, please.
AGENT: I don't have any listings for trains leaving Norwich and arriving in Ely. Would you like to try a different departure station?
USER: I meant, Cambridge, please, I woul... | user i need to take a train from norwich leaving after 915 pm agent where would you like to go to user i would like to go to ely please agent i don't have any listings for trains leaving norwich and arriving in ely would you like to try a different departure station user i meant cambridge please i would like to arrive ... | 30,370 | pmul1690 | 18 | I apologize. Some of our new workers have phobias of the booking system. I booked you at Acorn Guest House. The reference number is 04CSEO7Q. Any other questions? | ['hotel', 'train'] | {'hotel': {'stay': '2', 'day': 'Monday', 'people': '4', 'area': 'North', 'pricerange': 'moderate', 'stars': '4'}, 'train': {'leaveat': '9:15 pm', 'destination': 'Cambridge', 'day': 'Monday', 'departure': 'Norwich'}} | |
{"label": "Could I get the address for it? I would also like an expensive place to eat around it.", "domains": "['restaurant', 'attraction']", "slots": "{'restaurant': {'pricerange': 'expensive', 'area': 'centre'}, 'attraction': {'area': 'centre'}}"} | label could i get the address for it i would also like an expensive place to eat around it domains restaurant attraction slots restaurant pricerange expensive area centre attraction area centre | USER: I am planning a trip to town and want to sight see a bit. Can you let me know some attractions I may be interested in?
AGENT: There are 79 attractions in the city. Do you have a specific type of attraction or specific area of the attraction that you are interested in?
USER: I'd like something in the centre.
AGENT... | user i am planning a trip to town and want to sight see a bit can you let me know some attractions i may be interested in agent there are 79 attractions in the city do you have a specific type of attraction or specific area of the attraction that you are interested in user i'd like something in the centre agent great h... | 68,884 | mul2395 | 4 | The address is Jesus Lane. What type of food would you like to eat? | ['restaurant', 'attraction'] | {'restaurant': {'pricerange': 'expensive', 'area': 'centre'}, 'attraction': {'area': 'centre'}} | |
{"label": "Great, that's all that I needed to know, thank you.", "domains": "['restaurant', 'attraction']", "slots": "{'restaurant': {'food': 'Turkish', 'pricerange': 'expensive', 'name': 'Meze Bar', 'area': 'centre'}, 'attraction': {'name': 'All Saints Church', 'area': 'centre'}}"} | label great that's all that i needed to know thank you domains restaurant attraction slots restaurant food turkish pricerange expensive name meze bar area centre attraction name all saints church area centre | USER: I am planning a trip to town and want to sight see a bit. Can you let me know some attractions I may be interested in?
AGENT: There are 79 attractions in the city. Do you have a specific type of attraction or specific area of the attraction that you are interested in?
USER: I'd like something in the centre.
AGENT... | user i am planning a trip to town and want to sight see a bit can you let me know some attractions i may be interested in agent there are 79 attractions in the city do you have a specific type of attraction or specific area of the attraction that you are interested in user i'd like something in the centre agent great h... | 43,250 | mul2395 | 12 | null | ['restaurant', 'attraction'] | {'restaurant': {'food': 'Turkish', 'pricerange': 'expensive', 'name': 'Meze Bar', 'area': 'centre'}, 'attraction': {'name': 'All Saints Church', 'area': 'centre'}} | |
{"label": "I need to take a train out of Cambridge, I will be leaving town on Wednesday.", "domains": "['train']", "slots": "{'train': {'day': 'Wednesday', 'departure': 'Cambridge'}}"} | label i need to take a train out of cambridge i will be leaving town on wednesday domains train slots train day wednesday departure cambridge | 62,443 | pmul1170 | 0 | There are 5 trains out of Cambridge on Wednesday. Do you have a departure time in mind? | ['train'] | {'train': {'day': 'Wednesday', 'departure': 'Cambridge'}} | |||
{"label": "I am also looking for a museum in centre. Could you give me the address, postcode and phone number of one?", "domains": "['train', 'attraction']", "slots": "{'attraction': {'type': 'museum', 'area': 'centre'}, 'train': {'people': '1', 'leaveat': '12:45 pm', 'destination': 'Peterborough', 'day': 'Wednesday', ... | label i am also looking for a museum in centre could you give me the address postcode and phone number of one domains train attraction slots attraction type museum area centre train people 1 leaveat 1245 pm destination peterborough day wednesday departure cambridge | USER: I need to take a train out of Cambridge, I will be leaving town on Wednesday.
AGENT: There are 5 trains out of Cambridge on Wednesday. Do you have a departure time in mind?
USER: I'd like to go to Peterborough and leave after 12:45 p.m. I have to attend a meeting beforehand.
AGENT: TR1879 leaves at 1:06 p.m. on W... | user i need to take a train out of cambridge i will be leaving town on wednesday agent there are 5 trains out of cambridge on wednesday do you have a departure time in mind user i'd like to go to peterborough and leave after 1245 pm i have to attend a meeting beforehand agent tr1879 leaves at 106 pm on wednesday will t... | 81,536 | pmul1170 | 8 | The Broughton House Gallery is located at 98 King Street, Postcode CB11LN. Their phone number is 01223314960. Is there anything else you need? | ['train', 'attraction'] | {'attraction': {'type': 'museum', 'area': 'centre'}, 'train': {'people': '1', 'leaveat': '12:45 pm', 'destination': 'Peterborough', 'day': 'Wednesday', 'departure': 'Cambridge'}} | |
{"label": "I was hoping to see local places while in Cambridge, some entertainment would be great.", "domains": "['attraction']", "slots": "{'attraction': {'type': 'entertainment'}}"} | label i was hoping to see local places while in cambridge some entertainment would be great domains attraction slots attraction type entertainment | 75,037 | pmul4899 | 0 | I got 5 options, which side is okay for you? | ['attraction'] | {'attraction': {'type': 'entertainment'}} | |||
{"label": "Indian food is my favorite. What's the address for the best one?", "domains": "['restaurant', 'attraction']", "slots": "{'restaurant': {'food': 'Indian', 'pricerange': 'expensive', 'area': 'South'}, 'attraction': {'type': 'entertainment', 'name': 'Funky Fun House'}}"} | label indian food is my favorite what's the address for the best one domains restaurant attraction slots restaurant food indian pricerange expensive area south attraction type entertainment name funky fun house | USER: I was hoping to see local places while in Cambridge, some entertainment would be great.
AGENT: I got 5 options, which side is okay for you?
USER: It doesn't matter, can I have the address of a good one?
AGENT: How about Funky Fun House? They are located at 8 Mercers Row, Mercers Row Industrial Estate.
USER: Could... | user i was hoping to see local places while in cambridge some entertainment would be great agent i got 5 options which side is okay for you user it doesn't matter can i have the address of a good one agent how about funky fun house they are located at 8 mercers row mercers row industrial estate user could i also get th... | 58,699 | pmul4899 | 8 | Unfortunately, there aren't any Indian restaurants in the south side of town. Would you like me to look in other areas? | ['restaurant', 'attraction'] | {'restaurant': {'food': 'Indian', 'pricerange': 'expensive', 'area': 'South'}, 'attraction': {'type': 'entertainment', 'name': 'Funky Fun House'}} | |
{"label": "Thank you, May I have the address?", "domains": "['restaurant', 'attraction']", "slots": "{'restaurant': {'food': 'Indian', 'area': 'South'}, 'attraction': {'type': 'entertainment', 'name': 'Funky Fun House'}}"} | label thank you may i have the address domains restaurant attraction slots restaurant food indian area south attraction type entertainment name funky fun house | USER: I was hoping to see local places while in Cambridge, some entertainment would be great.
AGENT: I got 5 options, which side is okay for you?
USER: It doesn't matter, can I have the address of a good one?
AGENT: How about Funky Fun House? They are located at 8 Mercers Row, Mercers Row Industrial Estate.
USER: Could... | user i was hoping to see local places while in cambridge some entertainment would be great agent i got 5 options which side is okay for you user it doesn't matter can i have the address of a good one agent how about funky fun house they are located at 8 mercers row mercers row industrial estate user could i also get th... | 32,872 | pmul4899 | 16 | The address is 64 Cherry Hinton Road, Cherry Hinton. Can I help you with anything else today? | ['restaurant', 'attraction'] | {'restaurant': {'food': 'Indian', 'area': 'South'}, 'attraction': {'type': 'entertainment', 'name': 'Funky Fun House'}} | |
{"label": "Yes, can I book it for 6 people starting on Saturday for 4 nights? please?", "domains": "['hotel']", "slots": "{'hotel': {'stay': '4', 'day': 'Saturday', 'people': '6', 'name': 'City Centre North B And B'}}"} | label yes can i book it for 6 people starting on saturday for 4 nights please domains hotel slots hotel stay 4 day saturday people 6 name city centre north b and b | USER: I am looking for information about the City Centre, North B and B hotel. Can you help me with that?
AGENT: Yes, City Centre North B and B is an inexpensively-priced guesthouse in the north of town at 328a Histon Road. Would you like to book a room? | user i am looking for information about the city centre north b and b hotel can you help me with that agent yes city centre north b and b is an inexpensivelypriced guesthouse in the north of town at 328a histon road would you like to book a room | 60,062 | mul2261 | 2 | They weren't able to accommodate those parameters. Would you like to try a shorter stay? | ['hotel'] | {'hotel': {'stay': '4', 'day': 'Saturday', 'people': '6', 'name': 'City Centre North B And B'}} | |
{"label": "Please book that train for me now.", "domains": "['hotel', 'train']", "slots": "{'hotel': {'stay': '2', 'day': 'Saturday', 'people': '6', 'name': 'City Centre North B And B', 'pricerange': 'cheap'}, 'train': {'destination': 'Cambridge', 'day': 'Saturday', 'arriveby': '2:45 pm', 'departure': 'Bishops Stortfor... | label please book that train for me now domains hotel train slots hotel stay 2 day saturday people 6 name city centre north b and b pricerange cheap train destination cambridge day saturday arriveby 245 pm departure bishops stortford | USER: I am looking for information about the City Centre, North B and B hotel. Can you help me with that?
AGENT: Yes, City Centre North B and B is an inexpensively-priced guesthouse in the north of town at 328a Histon Road. Would you like to book a room?
USER: Yes, can I book it for 6 people starting on Saturday for 4 ... | user i am looking for information about the city centre north b and b hotel can you help me with that agent yes city centre north b and b is an inexpensivelypriced guesthouse in the north of town at 328a histon road would you like to book a room user yes can i book it for 6 people starting on saturday for 4 nights plea... | 25,342 | mul2261 | 10 | Certainly, how many tickets would you like? | ['hotel', 'train'] | {'hotel': {'stay': '2', 'day': 'Saturday', 'people': '6', 'name': 'City Centre North B And B', 'pricerange': 'cheap'}, 'train': {'destination': 'Cambridge', 'day': 'Saturday', 'arriveby': '2:45 pm', 'departure': 'Bishops Stortford'}} | |
{"label": "I don't want to have to pay for parking.", "domains": "['hotel']", "slots": "{'hotel': {'area': 'North', 'parking': 'yes'}}"} | label i don't want to have to pay for parking domains hotel slots hotel area north parking yes | USER: I need a place to stay in the north, please.
AGENT: There are 13 places to stay in the north. Do you have any other criteria? | user i need a place to stay in the north please agent there are 13 places to stay in the north do you have any other criteria | 29,293 | ssng0348 | 2 | I have 5 different gueshouses listed for what day and for how many, please. | ['hotel'] | {'hotel': {'area': 'North', 'parking': 'yes'}} | |
{"label": "Hi, I am looking for a train to arrive in Cambridge by 8:15 a.m.", "domains": "['train']", "slots": "{'train': {'destination': 'Cambridge', 'arriveby': '8:15 am'}}"} | label hi i am looking for a train to arrive in cambridge by 815 am domains train slots train destination cambridge arriveby 815 am | 66,448 | mul0784 | 0 | Certainly, where will you be departing from? | ['train'] | {'train': {'destination': 'Cambridge', 'arriveby': '8:15 am'}} | |||
{"label": "I need a cheap hotel with free parking.", "domains": "['hotel', 'train']", "slots": "{'hotel': {'area': 'North', 'parking': 'yes', 'pricerange': 'cheap'}, 'train': {'people': '2', 'destination': 'Cambridge', 'day': 'Monday', 'arriveby': '8:15 am', 'departure': 'Bishops Stortford'}}"} | label i need a cheap hotel with free parking domains hotel train slots hotel area north parking yes pricerange cheap train people 2 destination cambridge day monday arriveby 815 am departure bishops stortford | USER: Hi, I am looking for a train to arrive in Cambridge by 8:15 a.m.
AGENT: Certainly, where will you be departing from?
USER: I'll be leaving from Bishops Stortford on Monday.
AGENT: It look like the TR0532 is what you are looking for. Departing Bishops Stortford at 7:29 a.m. and arriving in Cambridge at 8:07 a.m. W... | user hi i am looking for a train to arrive in cambridge by 815 am agent certainly where will you be departing from user i'll be leaving from bishops stortford on monday agent it look like the tr0532 is what you are looking for departing bishops stortford at 729 am and arriving in cambridge at 807 am would you like to b... | 33,312 | mul0784 | 8 | There are 10 total hotels. Do you have a preference for area? | ['hotel', 'train'] | {'hotel': {'area': 'North', 'parking': 'yes', 'pricerange': 'cheap'}, 'train': {'people': '2', 'destination': 'Cambridge', 'day': 'Monday', 'arriveby': '8:15 am', 'departure': 'Bishops Stortford'}} | |
{"label": "Nope, same people.", "domains": "['hotel', 'train']", "slots": "{'hotel': {'people': '2', 'name': 'Worth House', 'area': 'North', 'parking': 'yes', 'pricerange': 'cheap', 'internet': 'yes'}, 'train': {'people': '2', 'destination': 'Cambridge', 'day': 'Monday', 'arriveby': '8:15 am', 'departure': 'Bishops Sto... | label nope same people domains hotel train slots hotel people 2 name worth house area north parking yes pricerange cheap internet yes train people 2 destination cambridge day monday arriveby 815 am departure bishops stortford | USER: Hi, I am looking for a train to arrive in Cambridge by 8:15 a.m.
AGENT: Certainly, where will you be departing from?
USER: I'll be leaving from Bishops Stortford on Monday.
AGENT: It look like the TR0532 is what you are looking for. Departing Bishops Stortford at 7:29 a.m. and arriving in Cambridge at 8:07 a.m. W... | user hi i am looking for a train to arrive in cambridge by 815 am agent certainly where will you be departing from user i'll be leaving from bishops stortford on monday agent it look like the tr0532 is what you are looking for departing bishops stortford at 729 am and arriving in cambridge at 807 am would you like to b... | 22,588 | mul0784 | 16 | I'd be happy to book that for you. What day will you be arriving on and for how many nights? | ['hotel', 'train'] | {'hotel': {'people': '2', 'name': 'Worth House', 'area': 'North', 'parking': 'yes', 'pricerange': 'cheap', 'internet': 'yes'}, 'train': {'people': '2', 'destination': 'Cambridge', 'day': 'Monday', 'arriveby': '8:15 am', 'departure': 'Bishops Stortford'}} | |
{"label": "I'm looking for a college type attraction.", "domains": "['attraction']", "slots": "{'attraction': {'type': 'college'}}"} | label i'm looking for a college type attraction domains attraction slots attraction type college | 36,796 | mul0886 | 0 | There are 18 colleges I have found. Would you prefer one in town centre or in the West? | ['attraction'] | {'attraction': {'type': 'college'}} | |||
{"label": "Can I get the postcode, price range, and phone number of one?", "domains": "['restaurant', 'attraction']", "slots": "{'restaurant': {'food': 'Indian', 'area': 'centre'}, 'attraction': {'type': 'college', 'name': 'Kings College|Hughes Hall', 'area': 'centre'}}"} | label can i get the postcode price range and phone number of one domains restaurant attraction slots restaurant food indian area centre attraction type college name kings collegehughes hall area centre | USER: I'm looking for a college type attraction.
AGENT: There are 18 colleges I have found. Would you prefer one in town centre or in the West?
USER: I would like to visit on in town centre, please.
AGENT: Sure, we have thirteen options, 10 of which are free. May I suggest King's College or Hughes Hall?
USER: Okay, may... | user i'm looking for a college type attraction agent there are 18 colleges i have found would you prefer one in town center or in the west user i would like to visit on in town centre please agent sure we have thirteen options 10 of which are free may i suggest king's college or hughes hall user okay may i have their p... | 60,818 | mul0886 | 8 | The first result is Curry Garden. Postcode is CB21DP. Price range is expensive. Phone number is 01223302330. Would you like me to reserve a table for you? | ['restaurant', 'attraction'] | {'restaurant': {'food': 'Indian', 'area': 'centre'}, 'attraction': {'type': 'college', 'name': 'Kings College|Hughes Hall', 'area': 'centre'}} | |
{"label": "The area doesn't matter, I would like an expensive hotel if you can find one.", "domains": "['hotel']", "slots": "{'hotel': {'area': 'dontcare', 'pricerange': 'expensive', 'stars': '2', 'internet': 'yes', 'type': 'hotel'}}"} | label the area doesn't matter i would like an expensive hotel if you can find one domains hotel slots hotel area dontcare pricerange expensive stars 2 internet yes type hotel | USER: Hi, can you give me some information on places to stay for my upcoming trip?
AGENT: Certainly, we have many fine guest houses and hotels in Cambridge. Is there anything specific you were looking for to help narrow it down?
USER: I'm looking for a 2 star hotel with free wifi.
AGENT: Thanks for that information. Wh... | user hi can you give me some information on places to stay for my upcoming trip agent certainly we have many fine guest houses and hotels in cambridge is there anything specific you were looking for to help narrow it down user i'm looking for a 2 star hotel with free wifi agent thanks for that information what area are... | 60,075 | pmul2512 | 4 | The Express by Holiday Inn Cambridge is located in the East and meet your criteria. Shall I book you a room? | ['hotel'] | {'hotel': {'area': 'dontcare', 'pricerange': 'expensive', 'stars': '2', 'internet': 'yes', 'type': 'hotel'}} | |
{"label": "Thank you. I am also looking for a place to go in town, I'm thinking a college in the centre.", "domains": "['hotel', 'attraction']", "slots": "{'hotel': {'people': '2', 'day': 'Friday', 'stay': '5', 'name': 'Express By Holiday Inn Cambridge', 'area': 'dontcare', 'pricerange': 'expensive', 'stars': '2', 'int... | label thank you i am also looking for a place to go in town i'm thinking a college in the centre domains hotel attraction slots hotel people 2 day friday stay 5 name express by holiday inn cambridge area dontcare pricerange expensive stars 2 internet yes type hotel attraction type college area centre | USER: Hi, can you give me some information on places to stay for my upcoming trip?
AGENT: Certainly, we have many fine guest houses and hotels in Cambridge. Is there anything specific you were looking for to help narrow it down?
USER: I'm looking for a 2 star hotel with free wifi.
AGENT: Thanks for that information. Wh... | user hi can you give me some information on places to stay for my upcoming trip agent certainly we have many fine guest houses and hotels in cambridge is there anything specific you were looking for to help narrow it down user i'm looking for a 2 star hotel with free wifi agent thanks for that information what area are... | 74,140 | pmul2512 | 12 | Christ's College is located in the centre at Saint Andrew's Street. | ['hotel', 'attraction'] | {'hotel': {'people': '2', 'day': 'Friday', 'stay': '5', 'name': 'Express By Holiday Inn Cambridge', 'area': 'dontcare', 'pricerange': 'expensive', 'stars': '2', 'internet': 'yes', 'type': 'hotel'}, 'attraction': {'type': 'college', 'area': 'centre'}} | |
{"label": "I am looking for a particular restaurant, it is called Pizza Hut City Centre.", "domains": "['restaurant']", "slots": "{'restaurant': {'name': 'Pizza Hut City Centre'}}"} | label i am looking for a particular restaurant it is called pizza hut city centre domains restaurant slots restaurant name pizza hut city centre | 68,109 | sng0548 | 0 | It's a cheap Italian place in the centre at Regent Street City Centre, CB21AB. The phone number is 01223323737. Would you like more info? | ['restaurant'] | {'restaurant': {'name': 'Pizza Hut City Centre'}} | |||
{"label": "I'm so hungry - can you find me a place to eat in the city centre?", "domains": "['restaurant']", "slots": "{'restaurant': {'area': 'centre'}}"} | label i'm so hungry can you find me a place to eat in the city centre domains restaurant slots restaurant area centre | 51,362 | mul1474 | 0 | I'm happy to help. There are a great deal of restaurants there. What type of food did you have in mind? | ['restaurant'] | {'restaurant': {'area': 'centre'}} | |||
{"label": "The train should arrive by 1:45 p.m. And book for 6 people and give me the reference number, please.", "domains": "['train', 'restaurant']", "slots": "{'restaurant': {'food': 'Dontcare', 'pricerange': 'expensive', 'name': 'Fitzbillies Restaurant', 'area': 'centre'}, 'train': {'people': '6', 'destination': 'N... | label the train should arrive by 145 pm and book for 6 people and give me the reference number please domains train restaurant slots restaurant food dontcare pricerange expensive name fitzbillies restaurant area centre train people 6 destination norwich arriveby 145 pm departure cambridge | USER: I'm so hungry - can you find me a place to eat in the city centre?
AGENT: I'm happy to help. There are a great deal of restaurants there. What type of food did you have in mind?
USER: I do not not care, it just needs to be expensive.
AGENT: Fitzbillies restaurant serves British food. Would that be okay?
USER: Yes... | user i'm so hungry can you find me a place to eat in the city centre agent i'm happy to help there are a great deal of restaurants there what type of food did you have in mind user i do not not care it just needs to be expensive agent fitzbillies restaurant serves british food would that be okay user yes may i have th... | 92,124 | mul1474 | 8 | I'd be happy to, but can you tell me which day you'd like to travel on? | ['train', 'restaurant'] | {'restaurant': {'food': 'Dontcare', 'pricerange': 'expensive', 'name': 'Fitzbillies Restaurant', 'area': 'centre'}, 'train': {'people': '6', 'destination': 'Norwich', 'arriveby': '1:45 pm', 'departure': 'Cambridge'}} | |
{"label": "Please find me an expensive place to dine on the south side of town.", "domains": "['restaurant']", "slots": "{'restaurant': {'pricerange': 'expensive', 'area': 'South'}}"} | label please find me an expensive place to dine on the south side of town domains restaurant slots restaurant pricerange expensive area south | 57,720 | pmul4372 | 0 | Sure, we have Chinese, Indian, Italian or Mexican that you could choose from. | ['restaurant'] | {'restaurant': {'pricerange': 'expensive', 'area': 'South'}} | |||
{"label": "I need a hotel in the same price range as the restaurant that has free parking and free wifi for the same group for 3 nights, starting from the same day.", "domains": "['hotel', 'restaurant']", "slots": "{'restaurant': {'people': '3', 'day': 'Wednesday', 'time': '1:45 pm', 'food': 'Chinese', 'pricerange': 'e... | label i need a hotel in the same price range as the restaurant that has free parking and free wifi for the same group for 3 nights starting from the same day domains hotel restaurant slots restaurant people 3 day wednesday time 145 pm food chinese pricerange expensive name good luck area south hotel day wednesday stay ... | USER: Please find me an expensive place to dine on the south side of town.
AGENT: Sure, we have Chinese, Indian, Italian or Mexican that you could choose from.
USER: How about Chinese?
AGENT: Okay, how about the Good luck Chinese food takeaway? Will that work for you?
USER: Yes, that sounds good. Book a table for 3 at ... | user please find me an expensive place to dine on the south side of town agent sure we have chinese indian italian or mexican that you could choose from user how about chinese agent okay how about the good luck chinese food takeaway will that work for you user yes that sounds good book a table for 3 at 145 pm please ag... | 129,886 | pmul4372 | 8 | OK, and for how many days? | ['hotel', 'restaurant'] | {'restaurant': {'people': '3', 'day': 'Wednesday', 'time': '1:45 pm', 'food': 'Chinese', 'pricerange': 'expensive', 'name': 'Good Luck', 'area': 'South'}, 'hotel': {'day': 'Wednesday', 'stay': '3', 'parking': 'yes', 'pricerange': 'expensive', 'internet': 'yes'}} | |
{"label": "I am looking for information in Cambridge.", "domains": "[]", "slots": "{}"} | label i am looking for information in cambridge domains slots | 34,944 | pmul4047 | 0 | Sure, what do you need to know? | [] | {} | |||
{"label": "I am leaving Peterborough and want to get to Cambridge by 8:15 a.m.", "domains": "['train', 'restaurant']", "slots": "{'restaurant': {'people': '1', 'day': 'Friday', 'time': '10:15 am', 'name': 'Cafe Uno'}, 'train': {'destination': 'Cambridge', 'day': 'Friday', 'arriveby': '8:15 am', 'departure': 'Peterborou... | label i am leaving peterborough and want to get to cambridge by 815 am domains train restaurant slots restaurant people 1 day friday time 1015 am name cafe uno train destination cambridge day friday arriveby 815 am departure peterborough | USER: I am looking for information in Cambridge.
AGENT: Sure, what do you need to know?
USER: I would like to book a reservation at Caffe Uno.
AGENT: What day and time do you need the reservation for, and how many people in your group?
USER: I need the reservation for 1 person for Friday at 10:15 a.m.
AGENT: Your booki... | user i am looking for information in cambridge agent sure what do you need to know user i would like to book a reservation at caffe uno agent what day and time do you need the reservation for and how many people in your group user i need the reservation for 1 person for friday at 1015 am agent your booking was successf... | 65,684 | pmul4047 | 8 | I can put you on the TR0035, it will get you there by 8:09 a.m. How many tickets do you need? | ['train', 'restaurant'] | {'restaurant': {'people': '1', 'day': 'Friday', 'time': '10:15 am', 'name': 'Cafe Uno'}, 'train': {'destination': 'Cambridge', 'day': 'Friday', 'arriveby': '8:15 am', 'departure': 'Peterborough'}} | |
{"label": "Hi, I am currently planning to come to Cambridge and I was looking for a relatively inexpensive place to eat in the centre. What would you suggest?", "domains": "['restaurant']", "slots": "{'restaurant': {'pricerange': 'cheap', 'area': 'centre'}}"} | label hi i am currently planning to come to cambridge and i was looking for a relatively inexpensive place to eat in the centre what would you suggest domains restaurant slots restaurant pricerange cheap area centre | 130,241 | pmul0151 | 0 | The Gardenia is an excellent and cheap place in the center of town, serving Mediterranean cuisine. Would you like a table there? | ['restaurant'] | {'restaurant': {'pricerange': 'cheap', 'area': 'centre'}} | |||
{"label": "Yes, can you book the room for me?", "domains": "['hotel', 'restaurant']", "slots": "{'restaurant': {'people': '1', 'day': 'Monday', 'time': '7:15 pm', 'pricerange': 'cheap', 'name': 'The Gardenia', 'area': 'centre'}, 'hotel': {'name': 'El Shaddia Guesthouse', 'area': 'centre', 'parking': 'yes', 'stars': '0'... | label yes can you book the room for me domains hotel restaurant slots restaurant people 1 day monday time 715 pm pricerange cheap name the gardenia area centre hotel name el shaddia guesthouse area centre parking yes stars 0 | USER: Hi, I am currently planning to come to Cambridge and I was looking for a relatively inexpensive place to eat in the centre. What would you suggest?
AGENT: The Gardenia is an excellent and cheap place in the center of town, serving Mediterranean cuisine. Would you like a table there?
USER: Yes, please book a table... | user hi i am currently planning to come to cambridge and i was looking for a relatively inexpensive place to eat in the centre what would you suggest agent the gardenia is an excellent and cheap place in the center of town serving mediterranean cuisine would you like a table there user yes please book a table for 1 peo... | 29,477 | pmul0151 | 8 | Yes, I can, but I need to know when your stay is, how many people and for the number of rooms. | ['hotel', 'restaurant'] | {'restaurant': {'people': '1', 'day': 'Monday', 'time': '7:15 pm', 'pricerange': 'cheap', 'name': 'The Gardenia', 'area': 'centre'}, 'hotel': {'name': 'El Shaddia Guesthouse', 'area': 'centre', 'parking': 'yes', 'stars': '0'}} | |
{"label": "Is it going to Broxbourne? That is where I am heading.", "domains": "['train']", "slots": "{'train': {'leaveat': '7:45 pm', 'day': 'Saturday'}}"} | label is it going to broxbourne that is where i am heading domains train slots train leaveat 745 pm day saturday | USER: Greetings, I need a train leaving on Saturday after 7:45 p.m.
AGENT: There is a train leaving out of Cambridge on Saturday at 9 p.m. for 1888 punds. | user greetings i need a train leaving on saturday after 745 pm agent there is a train leaving out of cambridge on saturday at 9 pm for 1888 punds | 47,910 | mul0586 | 2 | Actually, yes. TR5975 leaves from Broxbourne at 9:01 p.m. It's 1432 pounds. Does that work? | ['train'] | {'train': {'leaveat': '7:45 pm', 'day': 'Saturday'}} | |
{"label": "OK, thank you. That will be all I need for now.", "domains": "['train', 'attraction']", "slots": "{'attraction': {'type': 'college', 'area': 'centre'}, 'train': {'people': '1', 'leaveat': '7:45 pm', 'day': 'Saturday'}}"} | label ok thank you that will be all i need for now domains train attraction slots attraction type college area centre train people 1 leaveat 745 pm day saturday | USER: Greetings, I need a train leaving on Saturday after 7:45 p.m.
AGENT: There is a train leaving out of Cambridge on Saturday at 9 p.m. for 1888 punds.
USER: Is it going to Broxbourne? That is where I am heading.
AGENT: Actually, yes. TR5975 leaves from Broxbourne at 9:01 p.m. It's 1432 pounds. Does that work?
USER:... | user greetings i need a train leaving on saturday after 745 pm agent there is a train leaving out of cambridge on saturday at 9 pm for 1888 punds user is it going to broxbourne that is where i am heading agent actually yes tr5975 leaves from broxbourne at 901 pm it's 1432 pounds does that work user yes that works just ... | 43,174 | mul0586 | 10 | null | ['train', 'attraction'] | {'attraction': {'type': 'college', 'area': 'centre'}, 'train': {'people': '1', 'leaveat': '7:45 pm', 'day': 'Saturday'}} | |
{"label": "Yes, please book 7 seats.", "domains": "['train', 'restaurant']", "slots": "{'restaurant': {'food': 'Seafood', 'area': 'centre'}, 'train': {'people': '7', 'destination': 'Cambridge', 'day': 'Wednesday', 'arriveby': '8 am', 'departure': 'Stevenage'}}"} | label yes please book 7 seats domains train restaurant slots restaurant food seafood area centre train people 7 destination cambridge day wednesday arriveby 8 am departure stevenage | USER: I am looking for a restaurant that sell seafood.will prefer one in the center of the city.
AGENT: I'm sorry, there seems to be an error. Can you please restate your request?
USER: I would like a train into Cambridge from Stevenage.
AGENT: Is there a specific day and time you would like to travel at?
USER: Yes, I'... | user i am looking for a restaurant that sell seafoodwill prefer one in the center of the city agent i'm sorry there seems to be an error can you please restate your request user i would like a train into cambridge from stevenage agent is there a specific day and time you would like to travel at user yes i'd like to tra... | 34,214 | pmul3552 | 6 | All set, you are booked for 7 people on TR9448. You reference number is B1Q6DDTE. Can I help with anything else? | ['train', 'restaurant'] | {'restaurant': {'food': 'Seafood', 'area': 'centre'}, 'train': {'people': '7', 'destination': 'Cambridge', 'day': 'Wednesday', 'arriveby': '8 am', 'departure': 'Stevenage'}} | |
{"label": "Do they have parking?", "domains": "['hotel', 'train', 'restaurant']", "slots": "{'restaurant': {'food': 'Seafood', 'area': 'centre'}, 'hotel': {'name': 'El Shaddia Guesthouse', 'area': 'centre', 'pricerange': 'cheap', 'stars': '0', 'type': 'dontcare'}, 'train': {'people': '7', 'destination': 'Cambridge', 'd... | label do they have parking domains hotel train restaurant slots restaurant food seafood area centre hotel name el shaddia guesthouse area centre pricerange cheap stars 0 type dontcare train people 7 destination cambridge day wednesday arriveby 8 am departure stevenage | USER: I am looking for a restaurant that sell seafood.will prefer one in the center of the city.
AGENT: I'm sorry, there seems to be an error. Can you please restate your request?
USER: I would like a train into Cambridge from Stevenage.
AGENT: Is there a specific day and time you would like to travel at?
USER: Yes, I'... | user i am looking for a restaurant that sell seafoodwill prefer one in the center of the city agent i'm sorry there seems to be an error can you please restate your request user i would like a train into cambridge from stevenage agent is there a specific day and time you would like to travel at user yes i'd like to tra... | 16,903 | pmul3552 | 14 | Yes, they have free parking. Would you like me to book you a room? | ['hotel', 'train', 'restaurant'] | {'restaurant': {'food': 'Seafood', 'area': 'centre'}, 'hotel': {'name': 'El Shaddia Guesthouse', 'area': 'centre', 'pricerange': 'cheap', 'stars': '0', 'type': 'dontcare'}, 'train': {'people': '7', 'destination': 'Cambridge', 'day': 'Wednesday', 'arriveby': '8 am', 'departure': 'Stevenage'}} | |
{"label": "No, I don't need a Chinese restaurant after all, thanks for looking.", "domains": "['hotel', 'train', 'restaurant']", "slots": "{'restaurant': {'food': 'Chinese', 'area': 'centre'}, 'hotel': {'name': 'El Shaddia Guesthouse', 'area': 'centre', 'pricerange': 'cheap', 'stars': '0', 'type': 'dontcare'}, 'train':... | label no i don't need a chinese restaurant after all thanks for looking domains hotel train restaurant slots restaurant food chinese area centre hotel name el shaddia guesthouse area centre pricerange cheap stars 0 type dontcare train people 7 destination cambridge day wednesday arriveby 8 am departure stevenage | USER: I am looking for a restaurant that sell seafood.will prefer one in the center of the city.
AGENT: I'm sorry, there seems to be an error. Can you please restate your request?
USER: I would like a train into Cambridge from Stevenage.
AGENT: Is there a specific day and time you would like to travel at?
USER: Yes, I'... | user i am looking for a restaurant that sell seafoodwill prefer one in the center of the city agent i'm sorry there seems to be an error can you please restate your request user i would like a train into cambridge from stevenage agent is there a specific day and time you would like to travel at user yes i'd like to tra... | 64,820 | pmul3552 | 22 | OK, is there anything else I can help you with today? | ['hotel', 'train', 'restaurant'] | {'restaurant': {'food': 'Chinese', 'area': 'centre'}, 'hotel': {'name': 'El Shaddia Guesthouse', 'area': 'centre', 'pricerange': 'cheap', 'stars': '0', 'type': 'dontcare'}, 'train': {'people': '7', 'destination': 'Cambridge', 'day': 'Wednesday', 'arriveby': '8 am', 'departure': 'Stevenage'}} | |
{"label": "That doesn't matter, I would like a 4 star hotel, though, please.", "domains": "['hotel']", "slots": "{'hotel': {'area': 'East', 'stars': '4'}}"} | label that doesn't matter i would like a 4 star hotel though please domains hotel slots hotel area east stars 4 | USER: Can you tell me the address to the police station in Cambridge?
AGENT: The address is Parkside, Cambridge, Postcode CB11JG.
USER: Thanks. Would you be able to help me find a place to stay in the east side of town?
AGENT: What price range do you prefer? | user can you tell me the address to the police station in cambridge agent the address is parkside cambridge postcode cb11jg user thanks would you be able to help me find a place to stay in the east side of town agent what price range do you prefer | 59,987 | pmul1539 | 4 | Would A and B guest house work for you? | ['hotel'] | {'hotel': {'area': 'East', 'stars': '4'}} | |
{"label": "Can you please give me the travel time?", "domains": "['hotel', 'train']", "slots": "{'hotel': {'people': '8', 'day': 'Friday', 'stay': '5', 'name': 'A And B Guest House', 'area': 'East', 'stars': '4'}, 'train': {'leaveat': '2 pm', 'destination': 'Cambridge', 'day': 'Friday', 'departure': 'Norwich'}}"} | label can you please give me the travel time domains hotel train slots hotel people 8 day friday stay 5 name a and b guest house area east stars 4 train leaveat 2 pm destination cambridge day friday departure norwich | USER: Can you tell me the address to the police station in Cambridge?
AGENT: The address is Parkside, Cambridge, Postcode CB11JG.
USER: Thanks. Would you be able to help me find a place to stay in the east side of town?
AGENT: What price range do you prefer?
USER: That doesn't matter, I would like a 4 star hotel, thoug... | user can you tell me the address to the police station in cambridge agent the address is parkside cambridge postcode cb11jg user thanks would you be able to help me find a place to stay in the east side of town agent what price range do you prefer user that doesn't matter i would like a 4 star hotel though please agent... | 28,832 | pmul1539 | 12 | The travel time is 79 minutes. Would you like me to book it? | ['hotel', 'train'] | {'hotel': {'people': '8', 'day': 'Friday', 'stay': '5', 'name': 'A And B Guest House', 'area': 'East', 'stars': '4'}, 'train': {'leaveat': '2 pm', 'destination': 'Cambridge', 'day': 'Friday', 'departure': 'Norwich'}} | |
{"label": "I'm sorry, the train needs to going to Cambridge from Peterborough.", "domains": "['train']", "slots": "{'train': {'destination': 'Cambridge', 'day': 'Saturday', 'departure': 'Peterborough'}}"} | label i'm sorry the train needs to going to cambridge from peterborough domains train slots train destination cambridge day saturday departure peterborough | USER: I need to go from Cambridge to Peterbourgh Saturday.
AGENT: TR7310 is leaving from Cambridge at 5:06 a.m. and arriving at Peterborough at 5:56 a.m. for 1320. | user i need to go from cambridge to peterbourgh saturday agent tr7310 is leaving from cambridge at 506 am and arriving at peterborough at 556 am for 1320 | 60,134 | mul1790 | 2 | Sorry about that.What time would you like to depart? | ['train'] | {'train': {'destination': 'Cambridge', 'day': 'Saturday', 'departure': 'Peterborough'}} | |
{"label": "Can I get the address of Corpus Christi?", "domains": "['train', 'attraction']", "slots": "{'attraction': {'type': 'college', 'name': 'Corpus Christi', 'area': 'centre'}, 'train': {'leaveat': '6:15 pm', 'destination': 'Cambridge', 'day': 'Saturday', 'departure': 'Peterborough'}}"} | label can i get the address of corpus christi domains train attraction slots attraction type college name corpus christi area centre train leaveat 615 pm destination cambridge day saturday departure peterborough | USER: I need to go from Cambridge to Peterbourgh Saturday.
AGENT: TR7310 is leaving from Cambridge at 5:06 a.m. and arriving at Peterborough at 5:56 a.m. for 1320.
USER: I'm sorry, the train needs to going to Cambridge from Peterborough.
AGENT: Sorry about that.What time would you like to depart?
USER: I would like to ... | user i need to go from cambridge to peterbourgh saturday agent tr7310 is leaving from cambridge at 506 am and arriving at peterborough at 556 am for 1320 user i'm sorry the train needs to going to cambridge from peterborough agent sorry about thatwhat time would you like to depart user i would like to leave after 615 p... | 33,316 | mul1790 | 10 | The address is King's Parade. Is there anything else I can do? | ['train', 'attraction'] | {'attraction': {'type': 'college', 'name': 'Corpus Christi', 'area': 'centre'}, 'train': {'leaveat': '6:15 pm', 'destination': 'Cambridge', 'day': 'Saturday', 'departure': 'Peterborough'}} | |
{"label": "Yes, can you book that for 7?", "domains": "['train']", "slots": "{'train': {'people': '7', 'destination': 'Ely', 'day': 'Saturday', 'arriveby': '8:45 am', 'departure': 'Cambridge'}}"} | label yes can you book that for 7 domains train slots train people 7 destination ely day saturday arriveby 845 am departure cambridge | USER: I need to find a train that leaves on Saturday and arrives by 8:45 a.m.
AGENT: Can you tell me what your departure city and destination are?
USER: I'll be leaving Cambridge to get to Ely.
AGENT: TR5344 arrives by 7:50 a.m. Does that work for you? | user i need to find a train that leaves on saturday and arrives by 845 am agent can you tell me what your departure city and destination are user i'll be leaving cambridge to get to ely agent tr5344 arrives by 750 am does that work for you | 30,520 | pmul3021 | 4 | Booking was successful. The total fee is 2464 GBp payable at the station. You reference number is NUECBTHH. Will that be all? | ['train'] | {'train': {'people': '7', 'destination': 'Ely', 'day': 'Saturday', 'arriveby': '8:45 am', 'departure': 'Cambridge'}} | |
{"label": "I am looking for an expensive Italian restaurant.", "domains": "['restaurant']", "slots": "{'restaurant': {'food': 'Italian', 'pricerange': 'expensive'}}"} | label i am looking for an expensive italian restaurant domains restaurant slots restaurant food italian pricerange expensive | 43,109 | sng0699 | 0 | There is an expensive Italian restaurant named Frankie and Bennys at Cambridge Leisure Park, Clifton Way. Cherry Hinton. Would you like to go there or choose another? | ['restaurant'] | {'restaurant': {'food': 'Italian', 'pricerange': 'expensive'}} | |||
{"label": "Where's the closest hospital with a paediatric intensive care unit?", "domains": "['hospital']", "slots": "{'hospital': {'department': 'paediatric intensive care unit'}}"} | label where's the closest hospital with a pediatric intensive care unit domains hospital slots hospital department paediatric intensive care unit | 58,658 | sng0228 | 0 | Addenbrookes Hospital, The contact number for the Paediatric Intensive Care Unit is 01223217715. | ['hospital'] | {'hospital': {'department': 'paediatric intensive care unit'}} | |||
{"label": "That sounds like a great place to stay. Thank you for your help.", "domains": "['hotel']", "slots": "{'hotel': {'name': 'Arbury Lodge Guesthouse', 'area': 'North'}}"} | label that sounds like a great place to stay thank you for your help domains hotel slots hotel name arbury lodge guesthouse area north | USER: I'm looking for a place to stay in the north part of town.
AGENT: How about Arbury Lodge Guesthouse? Moderate price range, 4 stars, free parking and wifi. | user i'm looking for a place to stay in the north part of town agent how about arbury lodge guesthouse moderate price range 4 stars free parking and wifi | 53,778 | pmul3296 | 2 | Is there anything else I can help you with? | ['hotel'] | {'hotel': {'name': 'Arbury Lodge Guesthouse', 'area': 'North'}} | |
{"label": "That's all I needed for today. Thanks a bunch, bye.", "domains": "['hotel', 'attraction']", "slots": "{'hotel': {'people': '4', 'day': 'Tuesday', 'stay': '2', 'name': 'Arbury Lodge Guesthouse', 'area': 'North'}, 'attraction': {'type': 'museum', 'area': 'West'}}"} | label that's all i needed for today thanks a bunch bye domains hotel attraction slots hotel people 4 day tuesday stay 2 name arbury lodge guesthouse area north attraction type museum area west | USER: I'm looking for a place to stay in the north part of town.
AGENT: How about Arbury Lodge Guesthouse? Moderate price range, 4 stars, free parking and wifi.
USER: That sounds like a great place to stay. Thank you for your help.
AGENT: Is there anything else I can help you with?
USER: Yeah, could you book me a room ... | user i'm looking for a place to stay in the north part of town agent how about arbury lodge guesthouse moderate price range 4 stars free parking and wifi user that sounds like a great place to stay thank you for your help agent is there anything else i can help you with user yeah could you book me a room for 2 people f... | 53,944 | pmul3296 | 10 | null | ['hotel', 'attraction'] | {'hotel': {'people': '4', 'day': 'Tuesday', 'stay': '2', 'name': 'Arbury Lodge Guesthouse', 'area': 'North'}, 'attraction': {'type': 'museum', 'area': 'West'}} | |
{"label": "Yes, are there any Italian restaurants in the center of town?", "domains": "['train', 'restaurant']", "slots": "{'restaurant': {'food': 'Italian', 'area': 'centre'}, 'train': {'people': '2', 'leaveat': '3:15 pm', 'destination': 'Cambridge', 'day': 'Saturday', 'departure': 'Broxbourne'}}"} | label yes are there any italian restaurants in the center of town domains train restaurant slots restaurant food italian area centre train people 2 leaveat 315 pm destination cambridge day saturday departure broxbourne | USER: I'm looking for a train schedule after 3:15 p.m. going to Cambridge.
AGENT: There are several trains available for you. where are you departing from? and what day would you prefer?
USER: I'm leaving from Broxbourne to leave on Saturday after 3:15 p.m.
AGENT: Is there a time you would prefer to arrive?
USER: No, b... | user i'm looking for a train schedule after 315 pm going to cambridge agent there are several trains available for you where are you departing from and what day would you prefer user i'm leaving from broxbourne to leave on saturday after 315 pm agent is there a time you would prefer to arrive user no but i would like t... | 51,609 | mul1434 | 6 | Yes, I have Pizza Hut City Centre, located at Regent Street City Centre. Would you like to make a table reservation? | ['train', 'restaurant'] | {'restaurant': {'food': 'Italian', 'area': 'centre'}, 'train': {'people': '2', 'leaveat': '3:15 pm', 'destination': 'Cambridge', 'day': 'Saturday', 'departure': 'Broxbourne'}} | |
{"label": "That is all, thanks again.", "domains": "['train', 'restaurant']", "slots": "{'restaurant': {'time': '6:45 pm', 'day': 'Saturday', 'people': '2', 'food': 'Italian', 'area': 'centre'}, 'train': {'people': '2', 'leaveat': '3:15 pm', 'destination': 'Cambridge', 'day': 'Saturday', 'departure': 'Broxbourne'}}"} | label that is all thanks again domains train restaurant slots restaurant time 645 pm day saturday people 2 food italian area centre train people 2 leaveat 315 pm destination cambridge day saturday departure broxbourne | USER: I'm looking for a train schedule after 3:15 p.m. going to Cambridge.
AGENT: There are several trains available for you. where are you departing from? and what day would you prefer?
USER: I'm leaving from Broxbourne to leave on Saturday after 3:15 p.m.
AGENT: Is there a time you would prefer to arrive?
USER: No, b... | user i'm looking for a train schedule after 315 pm going to cambridge agent there are several trains available for you where are you departing from and what day would you prefer user i'm leaving from broxbourne to leave on saturday after 315 pm agent is there a time you would prefer to arrive user no but i would like t... | 29,893 | mul1434 | 14 | null | ['train', 'restaurant'] | {'restaurant': {'time': '6:45 pm', 'day': 'Saturday', 'people': '2', 'food': 'Italian', 'area': 'centre'}, 'train': {'people': '2', 'leaveat': '3:15 pm', 'destination': 'Cambridge', 'day': 'Saturday', 'departure': 'Broxbourne'}} | |
{"label": "Yes, table for 2 at 1:30 p.m. on Friday. if not available, then Tuesday. Need reference number as well?", "domains": "['restaurant']", "slots": "{'restaurant': {'people': '2', 'day': 'Friday', 'time': '1:30 pm', 'food': 'British', 'pricerange': 'moderate', 'name': 'The Oak Bistro', 'area': 'centre'}}"} | label yes table for 2 at 130 pm on friday if not available then tuesday need reference number as well domains restaurant slots restaurant people 2 day friday time 130 pm food british pricerange moderate name the oak bistro area centre | USER: I am seeking a restaurant that serves British food in the centre.
AGENT: I have about 7 different options for you. Do you have a certain price range in mind?
USER: I'd like a moderately priced one.
AGENT: There are 4 restaurants that match that criteria, which are Restaurant One, Seven, The Oak Bistro, The Copper... | user i am seeking a restaurant that serves british food in the centre agent i have about 7 different options for you do you have a certain price range in mind user i'd like a moderately priced one agent there are 4 restaurants that match that criteria which are restaurant one seven the oak bistro the copper kettle and ... | 117,204 | pmul2203 | 6 | I made the booking for Friday. Your reference number is 0Z3UX3DM. Do you need anything else? | ['restaurant'] | {'restaurant': {'people': '2', 'day': 'Friday', 'time': '1:30 pm', 'food': 'British', 'pricerange': 'moderate', 'name': 'The Oak Bistro', 'area': 'centre'}} | |
{"label": "I need to eat Australian food in a place that is expensive.", "domains": "['restaurant']", "slots": "{'restaurant': {'food': 'Australian', 'pricerange': 'expensive'}}"} | label i need to eat australian food in a place that is expensive domains restaurant slots restaurant food australian pricerange expensive | 53,303 | pmul3250 | 0 | Unfortunately, I am not able to find any Australian cuisine in Cambridge. Can I look up another type of restaurant for you? | ['restaurant'] | {'restaurant': {'food': 'Australian', 'pricerange': 'expensive'}} | |||
{"label": "Let's make it for six people at 3 p.m. on Saturday.", "domains": "['restaurant']", "slots": "{'restaurant': {'people': '6', 'day': 'Saturday', 'time': '3 pm', 'food': 'Asian Oriental', 'pricerange': 'expensive', 'area': 'North'}}"} | label let's make it for six people at 3 pm on saturday domains restaurant slots restaurant people 6 day saturday time 3 pm food asian oriental pricerange expensive area north | USER: I need to eat Australian food in a place that is expensive.
AGENT: Unfortunately, I am not able to find any Australian cuisine in Cambridge. Can I look up another type of restaurant for you?
USER: Are you sure there are no restaurants that serve Australian food in the North that has an expensive price range?
AGEN... | user i need to eat australian food in a place that is expensive agent unfortunately i am not able to find any australian cuisine in cambridge can i look up another type of restaurant for you user are you sure there are no restaurants that serve australian food in the north that has an expensive price range agent no i a... | 49,904 | pmul3250 | 8 | Booking was successful. The reference number is 30D245LZ. Anything else I can do. | ['restaurant'] | {'restaurant': {'people': '6', 'day': 'Saturday', 'time': '3 pm', 'food': 'Asian Oriental', 'pricerange': 'expensive', 'area': 'North'}} | |
{"label": "Can you help me find some Thai food to eat tonight?", "domains": "['restaurant']", "slots": "{'restaurant': {'food': 'Thai'}}"} | label can you help me find some thai food to eat tonight domains restaurant slots restaurant food thai | 38,218 | pmul0510 | 0 | What area of town would you prefer? | ['restaurant'] | {'restaurant': {'food': 'Thai'}} | |||
{"label": "I'll need to arrive by 11 a.m. and it should be going to London Liverpool Street.", "domains": "['train', 'restaurant']", "slots": "{'restaurant': {'people': '2', 'day': 'Monday', 'time': '11:45 am', 'food': 'Thai', 'pricerange': 'expensive', 'name': 'Sala Thong', 'area': 'dontcare'}, 'train': {'destination'... | label i'll need to arrive by 11 am and it should be going to london liverpool street domains train restaurant slots restaurant people 2 day monday time 1145 am food thai pricerange expensive name sala thong area dontcare train destination london liverpool street arriveby 11 am | USER: Can you help me find some Thai food to eat tonight?
AGENT: What area of town would you prefer?
USER: I don't care where, just as long as it's expensive.
AGENT: Understood, you have a choice between Sala Thong and Bangkok City.
USER: Sala Thong sounds good. Please make a booking for 2 at 11:45 a.m. on Monday.
AGEN... | user can you help me find some thai food to eat tonight agent what area of town would you prefer user i don't care where just as long as it's expensive agent understood you have a choice between sala thong and bangkok city user sala thong sounds good please make a booking for 2 at 1145 am on monday agent booking was su... | 67,410 | pmul0510 | 8 | There are 21 trains available. Would you like to narrow it down by departure site, day or departure time? | ['train', 'restaurant'] | {'restaurant': {'people': '2', 'day': 'Monday', 'time': '11:45 am', 'food': 'Thai', 'pricerange': 'expensive', 'name': 'Sala Thong', 'area': 'dontcare'}, 'train': {'destination': 'London Liverpool Street', 'arriveby': '11 am'}} | |
{"label": "I'm looking for a place to stay that has a star of 4 and free parking.", "domains": "['hotel']", "slots": "{'hotel': {'parking': 'yes', 'stars': '4'}}"} | label i'm looking for a place to stay that has a star of 4 and free parking domains hotel slots hotel parking yes stars 4 | 66,336 | mul1124 | 0 | I have located the Acorn Guest House in the North area, it has a 4 star rating and free parking. Would you like to to book a room? | ['hotel'] | {'hotel': {'parking': 'yes', 'stars': '4'}} | |||
{"label": "I'm also looking for a college in the same area.", "domains": "['hotel', 'attraction']", "slots": "{'hotel': {'name': 'University Arms Hotel', 'area': 'centre', 'parking': 'yes', 'stars': '4'}, 'attraction': {'type': 'college', 'area': 'centre'}}"} | label i'm also looking for a college in the same area domains hotel attraction slots hotel name university arms hotel area centre parking yes stars 4 attraction type college area centre | USER: I'm looking for a place to stay that has a star of 4 and free parking.
AGENT: I have located the Acorn Guest House in the North area, it has a 4 star rating and free parking. Would you like to to book a room?
USER: No, sorry, I'm looking for a hotel in the centre, not north.
AGENT: I have a guest house that is in... | user i'm looking for a place to stay that has a star of 4 and free parking agent i have located the acorn guest house in the north area it has a 4 star rating and free parking would you like to to book a room user no sorry i'm looking for a hotel in the centre not north agent i have a guest house that is in the cheap p... | 42,244 | mul1124 | 8 | I have 13 colleges in that area. Would you prefer one with an entrance fee or without? | ['hotel', 'attraction'] | {'hotel': {'name': 'University Arms Hotel', 'area': 'centre', 'parking': 'yes', 'stars': '4'}, 'attraction': {'type': 'college', 'area': 'centre'}} | |
{"label": "I'd like to find a vegetarian restaurant, if possible.", "domains": "['restaurant']", "slots": "{'restaurant': {'food': 'Vegetarian', 'area': 'centre'}}"} | label i'd like to find a vegetarian restaurant if possible domains restaurant slots restaurant food vegetarian area centre | USER: Can you help me find a restaurant? I want to find a place in the centre.
AGENT: Sure, there are plenty of restaurants in the centre to choose from. What type of food do you prefer? | user can you help me find a restaurant i want to find a place in the centre agent sure there are plenty of restaurants in the center to choose from what type of food do you prefer | 50,378 | pmul3719 | 2 | I'm afraid there's none of those in the centre would you like to try and different area of town. | ['restaurant'] | {'restaurant': {'food': 'Vegetarian', 'area': 'centre'}} | |
{"label": "Departing from the hotel and arriving at the restaurant by 7:15 p.m.", "domains": "['taxi', 'restaurant']", "slots": "{'taxi': {'destination': 'Dojo Noodle Bar', 'arriveby': '7:15 pm'}, 'restaurant': {'people': '4', 'day': 'Wednesday', 'time': '7:15 pm', 'food': 'Asian Oriental', 'pricerange': 'dontcare', 'a... | label departing from the hotel and arriving at the restaurant by 715 pm domains taxi restaurant slots taxi destination dojo noodle bar arriveby 715 pm restaurant people 4 day wednesday time 715 pm food asian oriental pricerange dontcare area centre | USER: Can you help me find a restaurant? I want to find a place in the centre.
AGENT: Sure, there are plenty of restaurants in the centre to choose from. What type of food do you prefer?
USER: I'd like to find a vegetarian restaurant, if possible.
AGENT: I'm afraid there's none of those in the centre would you like to ... | user can you help me find a restaurant i want to find a place in the centre agent sure there are plenty of restaurants in the center to choose from what type of food do you prefer user i'd like to find a vegetarian restaurant if possible agent i'm afraid there's none of those in the center would you like to try and dif... | 62,510 | pmul3719 | 10 | First, we need to book you a hotel or guesthouse. Do you have any preferences for location or price? | ['taxi', 'restaurant'] | {'taxi': {'destination': 'Dojo Noodle Bar', 'arriveby': '7:15 pm'}, 'restaurant': {'people': '4', 'day': 'Wednesday', 'time': '7:15 pm', 'food': 'Asian Oriental', 'pricerange': 'dontcare', 'area': 'centre'}} | |
{"label": "That will be okay for now, thanks.", "domains": "['taxi', 'hotel', 'restaurant']", "slots": "{'taxi': {'destination': 'Dojo Noodle Bar', 'departure': 'Kirkwood House', 'arriveby': '7:15 pm'}, 'restaurant': {'people': '4', 'day': 'Wednesday', 'time': '7:15 pm', 'food': 'Asian Oriental', 'pricerange': 'dontcar... | label that will be okay for now thanks domains taxi hotel restaurant slots taxi destination dojo noodle bar departure kirkwood house arriveby 715 pm restaurant people 4 day wednesday time 715 pm food asian oriental pricerange dontcare area centre hotel name kirkwood house | USER: Can you help me find a restaurant? I want to find a place in the centre.
AGENT: Sure, there are plenty of restaurants in the centre to choose from. What type of food do you prefer?
USER: I'd like to find a vegetarian restaurant, if possible.
AGENT: I'm afraid there's none of those in the centre would you like to ... | user can you help me find a restaurant i want to find a place in the centre agent sure there are plenty of restaurants in the center to choose from what type of food do you prefer user i'd like to find a vegetarian restaurant if possible agent i'm afraid there's none of those in the center would you like to try and dif... | 25,489 | pmul3719 | 18 | You're welcome, I hope you have a wonderful trip. | ['taxi', 'hotel', 'restaurant'] | {'taxi': {'destination': 'Dojo Noodle Bar', 'departure': 'Kirkwood House', 'arriveby': '7:15 pm'}, 'restaurant': {'people': '4', 'day': 'Wednesday', 'time': '7:15 pm', 'food': 'Asian Oriental', 'pricerange': 'dontcare', 'area': 'centre'}, 'hotel': {'name': 'Kirkwood House'}} | |
{"label": "Just any time after 10 a.m. Can I get the train ID of one of them, please?", "domains": "['train']", "slots": "{'train': {'leaveat': '10 am', 'destination': 'Cambridge', 'day': 'Friday', 'departure': 'London Liverpool Street'}}"} | label just any time after 10 am can i get the train id of one of them please domains train slots train leaveat 10 am destination cambridge day friday departure london liverpool street | USER: I am looking for a train departing from London, Liverpool, please.
AGENT: I'll be glad to help. You would like to from London, Liverpool Street to what destination, please?
USER: CAMBRIDGE I'd like to leave after 10 a.m. on Friday.
AGENT: I have seven trains, could you tell me when you would like to arrive by? | user i am looking for a train departing from london liverpool please agent i'll be glad to help you would like to from london liverpool street to what destination please user cambridge i'd like to leave after 10 am on friday agent i have seven trains could you tell me when you would like to arrive by | 65,628 | sng0297 | 4 | TR7943 leaves at 11:39 a.m. | ['train'] | {'train': {'leaveat': '10 am', 'destination': 'Cambridge', 'day': 'Friday', 'departure': 'London Liverpool Street'}} | |
{"label": "I need the entrance fee, phone number and postcode.", "domains": "['attraction']", "slots": "{'attraction': {'type': 'swimming pool', 'area': 'centre'}}"} | label i need the entrance fee phone number and postcode domains attraction slots attraction type swimming pool area centre | USER: I'm looking for some attractions in the centre.
AGENT: What type of attraction are you looking for?
USER: Parks for kids or a water slide?
AGENT: There is parkside pools in the centre. Is there anything else I can help you with today? | user i'm looking for some attractions in the centre agent what type of attraction are you looking for user parks for kids or a water slide agent there is parkside pools in the centre is there anything else i can help you with today | 52,263 | pmul2049 | 4 | Sure.The phone number is 01223446100 and the post code is CB11LYand my records do not show what the entrance fee is. | ['attraction'] | {'attraction': {'type': 'swimming pool', 'area': 'centre'}} | |
{"label": "There are 6 people.", "domains": "['restaurant', 'attraction']", "slots": "{'restaurant': {'time': '12 pm', 'day': 'Tuesday', 'people': '6', 'food': 'British', 'pricerange': 'moderate', 'name': 'The Oak Bistro', 'area': 'centre'}, 'attraction': {'type': 'swimming pool', 'area': 'centre'}}"} | label there are 6 people domains restaurant attraction slots restaurant time 12 pm day tuesday people 6 food british pricerange moderate name the oak bistro area centre attraction type swimming pool area centre | USER: I'm looking for some attractions in the centre.
AGENT: What type of attraction are you looking for?
USER: Parks for kids or a water slide?
AGENT: There is parkside pools in the centre. Is there anything else I can help you with today?
USER: I need the entrance fee, phone number and postcode.
AGENT: Sure.The phone... | user i'm looking for some attractions in the centre agent what type of attraction are you looking for user parks for kids or a water slide agent there is parkside pools in the centre is there anything else i can help you with today user i need the entrance fee phone number and postcode agent surethe phone number is 012... | 17,808 | pmul2049 | 12 | The table will be reserved for 15 minutes. Reference number is : EJAOP5QE. | ['restaurant', 'attraction'] | {'restaurant': {'time': '12 pm', 'day': 'Tuesday', 'people': '6', 'food': 'British', 'pricerange': 'moderate', 'name': 'The Oak Bistro', 'area': 'centre'}, 'attraction': {'type': 'swimming pool', 'area': 'centre'}} | |
{"label": "No thanks. Would you book the Autumn house for me starting on Monday, please?", "domains": "['hotel']", "slots": "{'hotel': {'day': 'Monday', 'name': 'Autumn House'}}"} | label no thanks would you book the autumn house for me starting on monday please domains hotel slots hotel day monday name autumn house | USER: I am looking for a particular hotel, its name is called Autumn House.
AGENT: I have the autumn house, it is at 710 Newmarket Road. Would you like the phone number? | user i am looking for a particular hotel its name is called autumn house agent i have the autumn house it is at 710 newmarket road would you like the phone number | 69,679 | sng01722 | 2 | How many people would be staying and how many days will you be staying? | ['hotel'] | {'hotel': {'day': 'Monday', 'name': 'Autumn House'}} | |
{"label": "Where are some places in town around Cambridge College?", "domains": "['attraction']", "slots": "{'attraction': {'type': 'college'}}"} | label where are some places in town around cambridge college domains attraction slots attraction type college | 45,008 | pmul2100 | 0 | Please specify the type of attraction you're interested in. | ['attraction'] | {'attraction': {'type': 'college'}} | |||
{"label": "I am also looking for a particular restaurant. Have you heard of Thanh binh?", "domains": "['restaurant', 'attraction']", "slots": "{'restaurant': {'name': 'Thanh Binh'}, 'attraction': {'type': 'college', 'name': 'Corpus Christi'}}"} | label i am also looking for a particular restaurant have you heard of thanh binh domains restaurant attraction slots restaurant name thanh binh attraction type college name corpus christi | USER: Where are some places in town around Cambridge College?
AGENT: Please specify the type of attraction you're interested in.
USER: A college type of attraction.
AGENT: I found several college type attractions. Do you prefer a certain area of town?
USER: I don't have a preference. Can you suggest something?
AGENT: I... | user where are some places in town around cambridge college agent please specify the type of attraction you're interested in user a college type of attraction agent i found several college type attractions do you prefer a certain area of town user i don't have a preference can you suggest something agent i sure can cor... | 62,110 | pmul2100 | 8 | Yes, I have. It's a great, inexpensive restaurant. Would you like their information? | ['restaurant', 'attraction'] | {'restaurant': {'name': 'Thanh Binh'}, 'attraction': {'type': 'college', 'name': 'Corpus Christi'}} | |
{"label": "The train should depart from Bishops Stortford and should go to Cambridge.", "domains": "['train']", "slots": "{'train': {'destination': 'Cambridge', 'day': 'Friday', 'arriveby': '11:30 am', 'departure': 'Bishops Stortford'}}"} | label the train should depart from bishops stortford and should go to cambridge domains train slots train destination cambridge day friday arriveby 1130 am departure bishops stortford | USER: Hi, I am looking for a train that arrives by 11:30 a.m. on Friday.
AGENT: I have 122 trains that are arriving by 11:30 a.m. Do you know where the train is coming from? | user hi i am looking for a train that arrives by 1130 am on friday agent i have 122 trains that are arriving by 1130 am do you know where the train is coming from | 54,690 | mul1853 | 2 | TR2083 leaves Bishops Stortford at 9:29 a.m. on Friday and arrives in Cambridge at 10:07 a.m. Would you like to purchase tickets? | ['train'] | {'train': {'destination': 'Cambridge', 'day': 'Friday', 'arriveby': '11:30 am', 'departure': 'Bishops Stortford'}} | |
{"label": "Do you have any architecture attractions?", "domains": "['train', 'attraction']", "slots": "{'attraction': {'type': 'architecture', 'area': 'centre'}, 'train': {'people': '5', 'leaveat': '9:29 am', 'destination': 'Cambridge', 'day': 'Friday', 'arriveby': '11:30 am', 'departure': 'Bishops Stortford'}}"} | label do you have any architecture attractions domains train attraction slots attraction type architecture area centre train people 5 leaveat 929 am destination cambridge day friday arriveby 1130 am departure bishops stortford | USER: Hi, I am looking for a train that arrives by 11:30 a.m. on Friday.
AGENT: I have 122 trains that are arriving by 11:30 a.m. Do you know where the train is coming from?
USER: The train should depart from Bishops Stortford and should go to Cambridge.
AGENT: TR2083 leaves Bishops Stortford at 9:29 a.m. on Friday and... | user hi i am looking for a train that arrives by 1130 am on friday agent i have 122 trains that are arriving by 1130 am do you know where the train is coming from user the train should depart from bishops stortford and should go to cambridge agent tr2083 leaves bishops stortford at 929 am on friday and arrives in cambr... | 35,248 | mul1853 | 10 | Yes, many All Saints Church is a famous one with no entrance fee. | ['train', 'attraction'] | {'attraction': {'type': 'architecture', 'area': 'centre'}, 'train': {'people': '5', 'leaveat': '9:29 am', 'destination': 'Cambridge', 'day': 'Friday', 'arriveby': '11:30 am', 'departure': 'Bishops Stortford'}} | |
{"label": "Hello, I am looking for a hotel in the south that is moderately priced.", "domains": "['hotel']", "slots": "{'hotel': {'area': 'South', 'pricerange': 'moderate', 'type': 'hotel'}}"} | label hello i am looking for a hotel in the south that is moderately priced domains hotel slots hotel area south pricerange moderate type hotel | 63,658 | mul2694 | 0 | I can't find any hotels, but I did find a guesthouse called Aylesbray Lodge Guest House with that criteria. | ['hotel'] | {'hotel': {'area': 'South', 'pricerange': 'moderate', 'type': 'hotel'}} | |||
{"label": "Yes, I'm also looking for info on Wandlebury Country Park.", "domains": "['hotel', 'attraction']", "slots": "{'hotel': {'stay': '2', 'day': 'Thursday', 'people': '6', 'name': 'Bridge Guest House', 'area': 'South', 'pricerange': 'moderate', 'stars': '3', 'type': 'hotel'}, 'attraction': {'name': 'Wandlebury Co... | label yes i'm also looking for info on wandlebury country park domains hotel attraction slots hotel stay 2 day thursday people 6 name bridge guest house area south pricerange moderate stars 3 type hotel attraction name wandlebury country park | USER: Hello, I am looking for a hotel in the south that is moderately priced.
AGENT: I can't find any hotels, but I did find a guesthouse called Aylesbray Lodge Guest House with that criteria.
USER: I'd prefer a hotel, it should have a 4 star rating. Can you check again, please?
AGENT: Unfortunately, all we have is the... | user hello i am looking for a hotel in the south that is moderately priced agent i can't find any hotels but i did find a guesthouse called aylesbray lodge guest house with that criteria user i'd prefer a hotel it should have a 4 star rating can you check again please agent unfortunately all we have is the aylesbray lo... | 57,413 | mul2694 | 8 | Wandlebury Country Park is located at Wandlebury Ring, Gog, Magog Hills, Babraham. Is there any other information you need today? | ['hotel', 'attraction'] | {'hotel': {'stay': '2', 'day': 'Thursday', 'people': '6', 'name': 'Bridge Guest House', 'area': 'South', 'pricerange': 'moderate', 'stars': '3', 'type': 'hotel'}, 'attraction': {'name': 'Wandlebury Country Park'}} | |
{"label": "Wonderful. Can you provide me with the contact number? Also what kind of car is it?", "domains": "['taxi', 'hotel', 'attraction']", "slots": "{'taxi': {'leaveat': '12:45 pm', 'destination': 'Wandlebury Country Park', 'departure': 'Bridge Guest House'}, 'hotel': {'stay': '2', 'day': 'Thursday', 'people': '6',... | label wonderful can you provide me with the contact number also what kind of car is it domains taxi hotel attraction slots taxi leaveat 1245 pm destination wandlebury country park departure bridge guest house hotel stay 2 day thursday people 6 name bridge guest house area south pricerange moderate stars 3 type hotel at... | USER: Hello, I am looking for a hotel in the south that is moderately priced.
AGENT: I can't find any hotels, but I did find a guesthouse called Aylesbray Lodge Guest House with that criteria.
USER: I'd prefer a hotel, it should have a 4 star rating. Can you check again, please?
AGENT: Unfortunately, all we have is the... | user hello i am looking for a hotel in the south that is moderately priced agent i can't find any hotels but i did find a guesthouse called aylesbray lodge guest house with that criteria user i'd prefer a hotel it should have a 4 star rating can you check again please agent unfortunately all we have is the aylesbray lo... | 75,430 | mul2694 | 16 | Of course, sorry about that. Look for a red Lexus. The contact number is 07951076280. Can I be of further assistance today? | ['taxi', 'hotel', 'attraction'] | {'taxi': {'leaveat': '12:45 pm', 'destination': 'Wandlebury Country Park', 'departure': 'Bridge Guest House'}, 'hotel': {'stay': '2', 'day': 'Thursday', 'people': '6', 'name': 'Bridge Guest House', 'area': 'South', 'pricerange': 'moderate', 'stars': '3', 'type': 'hotel'}, 'attraction': {'name': 'Wandlebury Country Park... | |
{"label": "Okay, I'd like to book a room at the Gonville hotel for 4 nights. There will be 6 people and we will be arriving on Saturday.", "domains": "['hotel']", "slots": "{'hotel': {'stay': '4', 'day': 'Saturday', 'people': '6', 'name': 'Gonville Hotel', 'area': 'centre', 'type': 'hotel'}}"} | label okay i'd like to book a room at the gonville hotel for 4 nights there will be 6 people and we will be arriving on saturday domains hotel slots hotel stay 4 day saturday people 6 name gonville hotel area centre type hotel | USER: I'm looking for a hotel to stay at in the centre. can you look this up for me?
AGENT: There are three hotels in the center of town. Do you prefer something moderate or expensive?
USER: Not in terms of that, but do they have free parking and have a 3 star rating?
AGENT: The Gonville Hotel has 3 stars and parking, ... | user i'm looking for a hotel to stay at in the centre can you look this up for me agent there are three hotels in the center of town do you prefer something moderate or expensive user not in terms of that but do they have free parking and have a 3 star rating agent the gonville hotel has 3 stars and parking and the uni... | 110,195 | sng1006 | 4 | I'm sorry. There are no rooms available for that length of stay. Could you shorten your stay or book a different day, possibly? | ['hotel'] | {'hotel': {'stay': '4', 'day': 'Saturday', 'people': '6', 'name': 'Gonville Hotel', 'area': 'centre', 'type': 'hotel'}} | |
{"label": "I'd like a sports place in the centre, please.", "domains": "['attraction']", "slots": "{'attraction': {'type': 'multiple sports', 'area': 'centre'}}"} | label i'd like a sports place in the centre please domains attraction slots attraction type multiple sports area centre | USER: Can you please help me find a place to go?
AGENT: I've found 79 places for you to go. Do you have any specific ideas in mind? | user can you please help me find a place to go agent i've found 79 places for you to go do you have any specific ideas in mind | 34,885 | sng1345 | 2 | There are no results matching your query. Can I try a different area or type? | ['attraction'] | {'attraction': {'type': 'multiple sports', 'area': 'centre'}} | |
{"label": "I need a restaurant to dine at in Cambridge on my upcoming trip.", "domains": "[]", "slots": "{}"} | label i need a restaurant to dine at in cambridge on my upcoming trip domains slots | 55,806 | mul1299 | 0 | There are lots to choose from. What type of cuisine are you looking for? | [] | {} | |||
{"label": "Sure, what about in the city centre?", "domains": "['hotel', 'restaurant']", "slots": "{'restaurant': {'pricerange': 'moderate', 'area': 'South'}, 'hotel': {'area': 'centre', 'parking': 'yes', 'stars': '3', 'type': 'guesthouse'}}"} | label sure what about in the city centre domains hotel restaurant slots restaurant pricerange moderate area south hotel area centre parking yes stars 3 type guesthouse | USER: I need a restaurant to dine at in Cambridge on my upcoming trip.
AGENT: There are lots to choose from. What type of cuisine are you looking for?
USER: I don't care. It needs to be on the south side and moderately priced.
AGENT: There are 2 options Pizza Hut Cherry Hinton, which serves Italian, and Restaurant Alim... | user i need a restaurant to dine at in cambridge on my upcoming trip agent there are lots to choose from what type of cuisine are you looking for user i don't care it needs to be on the south side and moderately priced agent there are 2 options pizza hut cherry hinton which serves italian and restaurant alimentum which... | 31,206 | mul1299 | 8 | I am not finding a guesthouse that meets your criteria. Might a hotel work? | ['hotel', 'restaurant'] | {'restaurant': {'pricerange': 'moderate', 'area': 'South'}, 'hotel': {'area': 'centre', 'parking': 'yes', 'stars': '3', 'type': 'guesthouse'}} | |
{"label": "Thank you, I will.", "domains": "['hotel', 'restaurant']", "slots": "{'restaurant': {'pricerange': 'moderate', 'area': 'South'}, 'hotel': {'stay': '3', 'day': 'Saturday', 'people': '2', 'name': 'El Shaddia Guesthouse', 'area': 'centre', 'parking': 'yes', 'stars': '3', 'type': 'guesthouse'}}"} | label thank you i will domains hotel restaurant slots restaurant pricerange moderate area south hotel stay 3 day saturday people 2 name el shaddia guesthouse area centre parking yes stars 3 type guesthouse | USER: I need a restaurant to dine at in Cambridge on my upcoming trip.
AGENT: There are lots to choose from. What type of cuisine are you looking for?
USER: I don't care. It needs to be on the south side and moderately priced.
AGENT: There are 2 options Pizza Hut Cherry Hinton, which serves Italian, and Restaurant Alim... | user i need a restaurant to dine at in cambridge on my upcoming trip agent there are lots to choose from what type of cuisine are you looking for user i don't care it needs to be on the south side and moderately priced agent there are 2 options pizza hut cherry hinton which serves italian and restaurant alimentum which... | 26,940 | mul1299 | 16 | null | ['hotel', 'restaurant'] | {'restaurant': {'pricerange': 'moderate', 'area': 'South'}, 'hotel': {'stay': '3', 'day': 'Saturday', 'people': '2', 'name': 'El Shaddia Guesthouse', 'area': 'centre', 'parking': 'yes', 'stars': '3', 'type': 'guesthouse'}} | |
{"label": "I also need to take a train on Wednesday, leaving after 10:15 a.m.", "domains": "['train', 'restaurant']", "slots": "{'restaurant': {'food': 'Modern European', 'pricerange': 'moderate', 'name': 'Riverside Brasserie'}, 'train': {'leaveat': '10:15 am', 'day': 'Wednesday'}}"} | label i also need to take a train on wednesday leaving after 1015 am domains train restaurant slots restaurant food modern european pricerange moderate name riverside brasserie train leaveat 1015 am day wednesday | USER: I am looking for a restaurant that serves modern European food at a reasonable price.
AGENT: Try Riverside Brasserie. It is located at Doubletree by Hilton, Cambridge, Granta Place, Mill Lane.
USER: Is that in the centre of town? Is it moderately priced?
AGENT: It is indeed in the centre and moderately priced. Wo... | user i am looking for a restaurant that serves modern european food at a reasonable price agent try riverside brasserie it is located at doubletree by hilton cambridge granta place mill lane user is that in the center of town is it moderately priced agent it is indeed in the center and moderately priced would you like ... | 68,042 | mul1490 | 6 | Okay, we have a lot of trains leaving after that time. What is your starting point and destination? | ['train', 'restaurant'] | {'restaurant': {'food': 'Modern European', 'pricerange': 'moderate', 'name': 'Riverside Brasserie'}, 'train': {'leaveat': '10:15 am', 'day': 'Wednesday'}} | |
{"label": "I'm looking for a hotel called the Leverton House. can you help me find it?", "domains": "['hotel']", "slots": "{'hotel': {'name': 'Leverton House'}}"} | label i'm looking for a hotel called the leverton house can you help me find it domains hotel slots hotel name leverton house | 63,796 | pmul2749 | 0 | Sure, it's located at 732-734 Newmarket Road. Can I help you with anything else? | ['hotel'] | {'hotel': {'name': 'Leverton House'}} | |||
{"label": "How about a cinema?", "domains": "['hotel', 'attraction']", "slots": "{'hotel': {'people': '5', 'day': 'Sunday', 'stay': '4', 'name': 'Leverton House'}, 'attraction': {'type': 'cinema', 'area': 'South'}}"} | label how about a cinema domains hotel attraction slots hotel people 5 day sunday stay 4 name leverton house attraction type cinema area south | USER: I'm looking for a hotel called the Leverton House. can you help me find it?
AGENT: Sure, it's located at 732-734 Newmarket Road. Can I help you with anything else?
USER: Yes, I would like to book it for four nights starting Sunday, five people.
AGENT: Will you be needed a reference number for the booking?
USER: Y... | user i'm looking for a hotel called the leverton house can you help me find it agent sure it's located at 732734 newmarket road can i help you with anything else user yes i would like to book it for four nights starting sunday five people agent will you be needed a reference number for the booking user yes please give ... | 16,110 | pmul2749 | 8 | Cineworld Cinema is a great place to visit. it's located on the south side at Cambridge Leisure Park, Clifton Way. Is there anything else I can help you with? | ['hotel', 'attraction'] | {'hotel': {'people': '5', 'day': 'Sunday', 'stay': '4', 'name': 'Leverton House'}, 'attraction': {'type': 'cinema', 'area': 'South'}} | |
{"label": "Thank you very much.", "domains": "['taxi', 'hotel', 'attraction']", "slots": "{'taxi': {'leaveat': '8:45 am', 'departure': 'Cineworld Cinema'}, 'hotel': {'people': '5', 'day': 'Sunday', 'stay': '4', 'name': 'Leverton House'}, 'attraction': {'type': 'cinema', 'name': 'Cineworld Cinema', 'area': 'South'}}"} | label thank you very much domains taxi hotel attraction slots taxi leaveat 845 am departure cineworld cinema hotel people 5 day sunday stay 4 name leverton house attraction type cinema name cineworld cinema area south | USER: I'm looking for a hotel called the Leverton House. can you help me find it?
AGENT: Sure, it's located at 732-734 Newmarket Road. Can I help you with anything else?
USER: Yes, I would like to book it for four nights starting Sunday, five people.
AGENT: Will you be needed a reference number for the booking?
USER: Y... | user i'm looking for a hotel called the leverton house can you help me find it agent sure it's located at 732734 newmarket road can i help you with anything else user yes i would like to book it for four nights starting sunday five people agent will you be needed a reference number for the booking user yes please give ... | 21,334 | pmul2749 | 16 | null | ['taxi', 'hotel', 'attraction'] | {'taxi': {'leaveat': '8:45 am', 'departure': 'Cineworld Cinema'}, 'hotel': {'people': '5', 'day': 'Sunday', 'stay': '4', 'name': 'Leverton House'}, 'attraction': {'type': 'cinema', 'name': 'Cineworld Cinema', 'area': 'South'}} | |
{"label": "Cambridge and I will be traveling on Saturday.", "domains": "['train', 'restaurant']", "slots": "{'restaurant': {'food': 'Gastropub', 'name': 'Royal Standard', 'area': 'East'}, 'train': {'destination': 'Leicester', 'day': 'Saturday', 'arriveby': '11:45 am', 'departure': 'Cambridge'}}"} | label cambridge and i will be traveling on saturday domains train restaurant slots restaurant food gastropub name royal standard area east train destination leicester day saturday arriveby 1145 am departure cambridge | USER: I'm looking for a gastropub in the east.
AGENT: The Royal Standard is a gastropub located in the East.
USER: Could you please provide the phone number, address, and postcode for the Royal Standard?
AGENT: Phone number: 01223247877, Post code: CB13NL, address 290 Mill Road, City Centre. Anything else?
USER: Great.... | user i'm looking for a gastropub in the east agent the royal standard is a gastropub located in the east user could you please provide the phone number address and postcode for the royal standard agent phone number 01223247877 post code cb13nl address 290 mill road city centre anything else user great can i also get a ... | 45,113 | mul1628 | 6 | TR5677 will arrive at 11:06 a.m. Would that work for you? | ['train', 'restaurant'] | {'restaurant': {'food': 'Gastropub', 'name': 'Royal Standard', 'area': 'East'}, 'train': {'destination': 'Leicester', 'day': 'Saturday', 'arriveby': '11:45 am', 'departure': 'Cambridge'}} | |
{"label": "Yes, please book the train for me, that will be all.", "domains": "['train', 'restaurant']", "slots": "{'restaurant': {'food': 'Gastropub', 'name': 'Royal Standard', 'area': 'East'}, 'train': {'destination': 'Leicester', 'day': 'Saturday', 'arriveby': '11:45 am', 'departure': 'Cambridge'}}"} | label yes please book the train for me that will be all domains train restaurant slots restaurant food gastropub name royal standard area east train destination leicester day saturday arriveby 1145 am departure cambridge | USER: I'm looking for a gastropub in the east.
AGENT: The Royal Standard is a gastropub located in the East.
USER: Could you please provide the phone number, address, and postcode for the Royal Standard?
AGENT: Phone number: 01223247877, Post code: CB13NL, address 290 Mill Road, City Centre. Anything else?
USER: Great.... | user i'm looking for a gastropub in the east agent the royal standard is a gastropub located in the east user could you please provide the phone number address and postcode for the royal standard agent phone number 01223247877 post code cb13nl address 290 mill road city centre anything else user great can i also get a ... | 44,654 | mul1628 | 14 | Do you just need the one ticket, or will others be travelling with you? | ['train', 'restaurant'] | {'restaurant': {'food': 'Gastropub', 'name': 'Royal Standard', 'area': 'East'}, 'train': {'destination': 'Leicester', 'day': 'Saturday', 'arriveby': '11:45 am', 'departure': 'Cambridge'}} | |
{"label": "Do you have South Indian food that sounds really good?", "domains": "['restaurant']", "slots": "{'restaurant': {'food': 'South Indian', 'pricerange': 'moderate', 'area': 'centre'}}"} | label do you have south indian food that sounds really good domains restaurant slots restaurant food south indian pricerange moderate area centre | USER: I am looking for a restaurant in the centre of town in the moderate price range.
AGENT: Where you interested in any particular type of cuisine, I have some restaurants like that, including: Indian, Chinese and Italian. Do you have a preference? | user i am looking for a restaurant in the center of town in the moderate price range agent where you interested in any particular type of cuisine i have some restaurants like that including indian chinese and italian do you have a preference | 47,246 | pmul2202 | 2 | There are no South Indian food places. Shall I run another search? | ['restaurant'] | {'restaurant': {'food': 'South Indian', 'pricerange': 'moderate', 'area': 'centre'}} | |
{"label": "Are there any boating attractions in the centre of town?", "domains": "['restaurant', 'attraction']", "slots": "{'restaurant': {'people': '4', 'day': 'Thursday', 'time': '3:15 pm', 'food': 'British', 'pricerange': 'moderate', 'name': 'The Oak Bistro', 'area': 'centre'}, 'attraction': {'type': 'boat', 'area':... | label are there any boating attractions in the center of town domains restaurant attraction slots restaurant people 4 day thursday time 315 pm food british pricerange moderate name the oak bistro area centre attraction type boat area centre | USER: I am looking for a restaurant in the centre of town in the moderate price range.
AGENT: Where you interested in any particular type of cuisine, I have some restaurants like that, including: Indian, Chinese and Italian. Do you have a preference?
USER: Do you have South Indian food that sounds really good?
AGENT: T... | user i am looking for a restaurant in the center of town in the moderate price range agent where you interested in any particular type of cuisine i have some restaurants like that including indian chinese and italian do you have a preference user do you have south indian food that sounds really good agent there are no ... | 38,256 | pmul2202 | 10 | Scudamores Punting Co and the Cambridge Punter are both boat attractions in the centre of town. Do you have a preference? | ['restaurant', 'attraction'] | {'restaurant': {'people': '4', 'day': 'Thursday', 'time': '3:15 pm', 'food': 'British', 'pricerange': 'moderate', 'name': 'The Oak Bistro', 'area': 'centre'}, 'attraction': {'type': 'boat', 'area': 'centre'}} | |
{"label": "Yes, I would like travel on Monday and I would need to arrive by 8:30 a.m.", "domains": "['train']", "slots": "{'train': {'destination': 'Cambridge', 'day': 'Monday', 'arriveby': '8:30 am', 'departure': 'Norwich'}}"} | label yes i would like travel on monday and i would need to arrive by 830 am domains train slots train destination cambridge day monday arriveby 830 am departure norwich | USER: Am looking for a train.It should go to Cambridge and should depart from Norwich.
AGENT: What time and day are you looking to travel? | user am looking for a trainit should go to cambridge and should depart from norwich agent what time and day are you looking to travel | 68,922 | sng01450 | 2 | Trainid TR9020 leaves Norwich on Monday and arrives in Cambridge at 6:35 a.m. | ['train'] | {'train': {'destination': 'Cambridge', 'day': 'Monday', 'arriveby': '8:30 am', 'departure': 'Norwich'}} | |
{"label": "Hi, I would like to find Parkside police station, please.", "domains": "[]", "slots": "{}"} | label hi i would like to find parkside police station please domains slots | 46,139 | sng0131 | 0 | Of course, the phone number is 01223358966, the address is Parkside, Cambridge, Postcode CB11JG. Is everything alright? | [] | {} | |||
{"label": "What is the hotel's rating?", "domains": "['hotel']", "slots": "{'hotel': {'area': 'North', 'stars': '4'}}"} | label what is the hotel's rating domains hotel slots hotel area north stars 4 | USER: Hello, I am looking for a four star hotel on the north side.
AGENT: I have eight results. Do you need free parking?
USER: Not really, and I'm not really concerned with Wifi either. Which one do you recommend?
AGENT: How about Acorn Guest House? It's located at 154 Chesterton Road. | user hello i am looking for a four star hotel on the north side agent i have eight results do you need free parking user not really and i'm not really concerned with wifi either which one do you recommend agent how about acorn guest house it's located at 154 chesterton road | 23,484 | sng0984 | 4 | It is rated 4 stars. | ['hotel'] | {'hotel': {'area': 'North', 'stars': '4'}} | |
{"label": "No, that will be all, thanks.", "domains": "['hotel']", "slots": "{'hotel': {'stay': '4', 'day': 'Thursday', 'people': '6', 'area': 'North', 'stars': '4', 'internet': 'yes'}}"} | label no that will be all thanks domains hotel slots hotel stay 4 day thursday people 6 area north stars 4 internet yes | USER: Hello, I am looking for a four star hotel on the north side.
AGENT: I have eight results. Do you need free parking?
USER: Not really, and I'm not really concerned with Wifi either. Which one do you recommend?
AGENT: How about Acorn Guest House? It's located at 154 Chesterton Road.
USER: What is the hotel's rating... | user hello i am looking for a four star hotel on the north side agent i have eight results do you need free parking user not really and i'm not really concerned with wifi either which one do you recommend agent how about acorn guest house it's located at 154 chesterton road user what is the hotel's rating agent it is r... | 32,697 | sng0984 | 12 | null | ['hotel'] | {'hotel': {'stay': '4', 'day': 'Thursday', 'people': '6', 'area': 'North', 'stars': '4', 'internet': 'yes'}} | |
{"label": "I'll be traveling to Cambridge and would prefer to leave after 8:45 a.m.", "domains": "['train', 'attraction']", "slots": "{'attraction': {'name': 'Clare Hall'}, 'train': {'leaveat': '8:45 am', 'destination': 'Cambridge', 'day': 'Thursday', 'departure': 'Bishops Stortford'}}"} | label i'll be traveling to cambridge and would prefer to leave after 845 am domains train attraction slots attraction name clare hall train leaveat 845 am destination cambridge day thursday departure bishops stortford | USER: Hi, I am planning a trip and need some help with a particular attraction.
AGENT: OK, what type of attraction are you interested in?
USER: I believe the name is Clare Hall. Do you have the address and phone number?
AGENT: Clare Hall is located on Herschel Road and their phone number is 01223332360.
USER: That's it... | user hi i am planning a trip and need some help with a particular attraction agent ok what type of attraction are you interested in user i believe the name is clare hall do you have the address and phone number agent clare hall is located on herschel road and their phone number is 01223332360 user that's it thank you i... | 59,788 | pmul1419 | 6 | Train TR0798 leaves Bishops Stortford at 9:29 a.m. and arrives in Cambridge at 10:07 a.m. Would you like me to make a reservation? | ['train', 'attraction'] | {'attraction': {'name': 'Clare Hall'}, 'train': {'leaveat': '8:45 am', 'destination': 'Cambridge', 'day': 'Thursday', 'departure': 'Bishops Stortford'}} | |
{"label": "I would like to check in on Saturday for 2 nights, there will be 4 of us.", "domains": "['hotel']", "slots": "{'hotel': {'stay': '2', 'day': 'Saturday', 'people': '4', 'name': 'Cambridge Belfry'}}"} | label i would like to check in on saturday for 2 nights there will be 4 of us domains hotel slots hotel stay 2 day saturday people 4 name cambridge belfry | USER: Could you help me find the Cambridge Belfry?
AGENT: The Cambridge Belfry is a cheap hotel. the address is Back Lane, Cambourne, and the phone number is CB236BW.
USER: Thank you, can you book it for me?
AGENT: Of course, when would you like to stay? | user could you help me find the cambridge belfry agent the cambridge belfry is a cheap hotel the address is back lane cambourne and the phone number is cb236bw user thank you can you book it for me agent of course when would you like to stay | 66,329 | sng0798 | 4 | Your reservation was successfully made. The reference number is PJ9D98by. Can I help you with anything else? | ['hotel'] | {'hotel': {'stay': '2', 'day': 'Saturday', 'people': '4', 'name': 'Cambridge Belfry'}} | |
{"label": "I need to book a table for 1 person at 4:45 p.m. on Friday.", "domains": "['restaurant']", "slots": "{'restaurant': {'people': '1', 'day': 'Friday', 'time': '4:45 pm', 'pricerange': 'expensive', 'name': 'Cambridge Chop House', 'area': 'centre'}}"} | label i need to book a table for 1 person at 445 pm on friday domains restaurant slots restaurant people 1 day friday time 445 pm pricerange expensive name cambridge chop house area centre | USER: I'm looking for an expensive restaurant in the center of town.
AGENT: Would you be interested in the Cambridge Chop House? It is a British cuisine restaurant located in the centre of town.
USER: Thank you, I hope its in the expensive price range and if you could give me the phone number, that would be great.
AGEN... | user i'm looking for an expensive restaurant in the center of town agent would you be interested in the cambridge chop house it is a british cuisine restaurant located in the center of town user thank you i hope its in the expensive price range and if you could give me the phone number that would be great agent yes it'... | 62,221 | mul0161 | 4 | That booking is unsuccessful. Does another timeday work? | ['restaurant'] | {'restaurant': {'people': '1', 'day': 'Friday', 'time': '4:45 pm', 'pricerange': 'expensive', 'name': 'Cambridge Chop House', 'area': 'centre'}} | |
{"label": "I also need to book a taxi to commute between the two. I'd like to arrive prior to the 3:45 p.m. time.", "domains": "['taxi', 'hotel', 'restaurant']", "slots": "{'taxi': {'destination': 'Cambridge Chop House', 'departure': 'Gonville Hotel', 'arriveby': '3:45 pm'}, 'restaurant': {'people': '1', 'day': 'Friday... | label i also need to book a taxi to commute between the two i'd like to arrive prior to the 345 pm time domains taxi hotel restaurant slots taxi destination cambridge chop house departure gonville hotel arriveby 345 pm restaurant people 1 day friday time 345 pm pricerange expensive name cambridge chop house area centre... | USER: I'm looking for an expensive restaurant in the center of town.
AGENT: Would you be interested in the Cambridge Chop House? It is a British cuisine restaurant located in the centre of town.
USER: Thank you, I hope its in the expensive price range and if you could give me the phone number, that would be great.
AGEN... | user i'm looking for an expensive restaurant in the center of town agent would you be interested in the cambridge chop house it is a british cuisine restaurant located in the center of town user thank you i hope its in the expensive price range and if you could give me the phone number that would be great agent yes it'... | 91,531 | mul0161 | 12 | Your booking is complete, a grey BMW will be picking you up. The contact number is 07034136573. Can I assist you with anything further today? | ['taxi', 'hotel', 'restaurant'] | {'taxi': {'destination': 'Cambridge Chop House', 'departure': 'Gonville Hotel', 'arriveby': '3:45 pm'}, 'restaurant': {'people': '1', 'day': 'Friday', 'time': '3:45 pm', 'pricerange': 'expensive', 'name': 'Cambridge Chop House', 'area': 'centre'}, 'hotel': {'people': '1', 'day': 'Friday', 'stay': '4', 'name': 'Gonville... |
End of preview. Expand in Data Studio
YAML Metadata Warning:empty or missing yaml metadata in repo card
Check out the documentation for more information.
Dataset: multiwoz_dst
Short description
Prepared MultiWOZ training dataset formatted for dialogue state tracking (DST) experiments with aligned audio and context fields.
Key metadata
- Number of examples: 56,750
- Total size on disk: ~6.12 GB
- Splits: train, validation
- validation examples: 7,374
- Features:
text(string): original utterance textnormalized_text(string): normalized form of the utterancecontext(string): preceding dialogue contextnormalized_context(string): normalized contextaudio(Audio, sampling_rate=16000): path/bytes for the audioaudio_len(int32): audio lengthwav_id(string): wav file identifierturn_index(int32): turn index within the dialogueagent_text(string): agent/system utterance text (when applicable)domains(string): domain labelsslots(string): slot annotation string
Credits
Please credit the SpokenWoZ-Whisper preprocessing where applicable: https://huggingface.co/datasets/pirxus/spokenwoz-whisper
License & Citation
- License: CC0 1.0 Universal (CC0-1.0)
- Paper reference / citation: https://arxiv.org/pdf/2511.22503
Notes
- Add license/citation before publishing.
- Load locally with
datasets.load_from_disk(see file paths in the dataset directory).
- Downloads last month
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