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dataset (string)data_split (string)dialogue_id (string)original_id (string)domains (sequence)goal (dict)turns (list)
"sgd"
"train"
"sgd-train-0"
"1_00000"
[ "Restaurants_1" ]
{ "description": "", "inform": {}, "request": {} }
[ { "active_intent": { "Alarm_1": null, "Banks_1": null, "Banks_2": null, "Buses_1": null, "Buses_2": null, "Buses_3": null, "Calendar_1": null, "Events_1": null, "Events_2": null, "Events_3": null, "Flights_1": null, "Flights_2": null, "Flights_3": null, "Flights_4": null, "Homes_1": null, "Homes_2": null, "Hotels_1": null, "Hotels_2": null, "Hotels_3": null, "Hotels_4": null, "Media_1": null, "Media_2": null, "Media_3": null, "Messaging_1": null, "Movies_1": null, "Movies_2": null, "Movies_3": null, "Music_1": null, "Music_2": null, "Music_3": null, "Payment_1": null, "RentalCars_1": null, "RentalCars_2": null, "RentalCars_3": null, "Restaurants_1": "FindRestaurants", "Restaurants_2": null, "RideSharing_1": null, "RideSharing_2": null, "Services_1": null, "Services_2": null, "Services_3": null, "Services_4": null, "Trains_1": null, "Travel_1": null, "Weather_1": null }, "db_results": null, "dialogue_acts": { "binary": [ { "domain": "Restaurants_1", "intent": "inform_intent", "slot": "FindRestaurants" } ], "categorical": [], "non-categorical": [] }, "requested_slots": { "Alarm_1": null, "Banks_1": null, "Banks_2": null, "Buses_1": null, "Buses_2": null, "Buses_3": null, "Calendar_1": null, "Events_1": null, "Events_2": null, "Events_3": null, "Flights_1": null, "Flights_2": null, "Flights_3": null, "Flights_4": null, "Homes_1": null, "Homes_2": null, "Hotels_1": null, "Hotels_2": null, "Hotels_3": null, "Hotels_4": null, "Media_1": null, "Media_2": null, "Media_3": null, "Messaging_1": null, "Movies_1": null, "Movies_2": null, "Movies_3": null, "Music_1": null, "Music_2": null, "Music_3": null, "Payment_1": null, "RentalCars_1": null, "RentalCars_2": null, "RentalCars_3": null, "Restaurants_1": [], "Restaurants_2": null, "RideSharing_1": null, "RideSharing_2": null, "Services_1": null, "Services_2": null, "Services_3": null, "Services_4": null, "Trains_1": null, "Travel_1": null, "Weather_1": null }, "service_call": null, "speaker": "user", "state": { "Alarm_1": null, "Banks_1": null, "Banks_2": null, "Buses_1": null, "Buses_2": null, "Buses_3": null, "Calendar_1": null, "Events_1": null, "Events_2": null, "Events_3": null, "Flights_1": null, "Flights_2": null, "Flights_3": null, "Flights_4": null, "Homes_1": null, "Homes_2": null, "Hotels_1": null, "Hotels_2": null, "Hotels_3": null, "Hotels_4": null, "Media_1": null, "Media_2": null, "Media_3": null, "Messaging_1": null, "Movies_1": null, "Movies_2": null, "Movies_3": null, "Music_1": null, "Music_2": null, "Music_3": null, "Payment_1": null, "RentalCars_1": null, "RentalCars_2": null, "RentalCars_3": null, "Restaurants_1": { "city": "", "cuisine": "", "date": "", "has_live_music": "", "party_size": "", "phone_number": "", "price_range": "", "restaurant_name": "", "serves_alcohol": "", "street_address": "", "time": "" }, "Restaurants_2": null, "RideSharing_1": null, "RideSharing_2": null, "Services_1": null, "Services_2": null, "Services_3": null, "Services_4": null, "Trains_1": null, "Travel_1": null, "Weather_1": null }, "utt_idx": 0, "utterance": "I am feeling hungry so I would like to find a place to eat." }, { "active_intent": null, "db_results": { "Alarm_1": null, "Banks_1": null, "Banks_2": null, "Buses_1": null, "Buses_2": null, "Buses_3": null, "Calendar_1": null, "Events_1": null, "Events_2": null, "Events_3": null, "Flights_1": null, "Flights_2": null, "Flights_3": null, "Flights_4": null, "Homes_1": null, "Homes_2": null, "Hotels_1": null, "Hotels_2": null, "Hotels_3": null, "Hotels_4": null, "Media_1": null, "Media_2": null, "Media_3": null, "Messaging_1": null, "Movies_1": null, "Movies_2": null, "Movies_3": null, "Music_1": null, "Music_2": null, "Music_3": null, "Payment_1": null, "RentalCars_1": null, "RentalCars_2": null, "RentalCars_3": null, "Restaurants_1": null, "Restaurants_2": null, "RideSharing_1": null, "RideSharing_2": null, "Services_1": null, "Services_2": null, "Services_3": null, "Services_4": null, "Trains_1": null, "Travel_1": null, "Weather_1": null }, "dialogue_acts": { "binary": [ { "domain": "Restaurants_1", "intent": "request", "slot": "city" } ], "categorical": [], "non-categorical": [] }, "requested_slots": null, "service_call": { "Alarm_1": null, "Banks_1": null, "Banks_2": null, "Buses_1": null, "Buses_2": null, "Buses_3": null, "Calendar_1": null, "Events_1": null, "Events_2": null, "Events_3": null, "Flights_1": null, "Flights_2": null, "Flights_3": null, "Flights_4": null, "Homes_1": null, "Homes_2": null, "Hotels_1": null, "Hotels_2": null, "Hotels_3": null, "Hotels_4": null, "Media_1": null, "Media_2": null, "Media_3": null, "Messaging_1": null, "Movies_1": null, "Movies_2": null, "Movies_3": null, "Music_1": null, "Music_2": null, "Music_3": null, "Payment_1": null, "RentalCars_1": null, "RentalCars_2": null, "RentalCars_3": null, "Restaurants_1": null, "Restaurants_2": null, "RideSharing_1": null, "RideSharing_2": null, "Services_1": null, "Services_2": null, "Services_3": null, "Services_4": null, "Trains_1": null, "Travel_1": null, "Weather_1": null }, "speaker": "system", "state": null, "utt_idx": 1, "utterance": "Do you have a specific which you want the eating place to be located at?" }, { "active_intent": { "Alarm_1": null, "Banks_1": null, "Banks_2": null, "Buses_1": null, "Buses_2": null, "Buses_3": null, "Calendar_1": null, "Events_1": null, "Events_2": null, "Events_3": null, "Flights_1": null, "Flights_2": null, "Flights_3": null, "Flights_4": null, "Homes_1": null, "Homes_2": null, "Hotels_1": null, "Hotels_2": null, "Hotels_3": null, "Hotels_4": null, "Media_1": null, "Media_2": null, "Media_3": null, "Messaging_1": null, "Movies_1": null, "Movies_2": null, "Movies_3": null, "Music_1": null, "Music_2": null, "Music_3": null, "Payment_1": null, "RentalCars_1": null, "RentalCars_2": null, "RentalCars_3": null, "Restaurants_1": "FindRestaurants", "Restaurants_2": null, "RideSharing_1": null, "RideSharing_2": null, "Services_1": null, "Services_2": null, "Services_3": null, "Services_4": null, "Trains_1": null, "Travel_1": null, "Weather_1": null }, "db_results": null, "dialogue_acts": { "binary": [], "categorical": [], "non-categorical": [ { "domain": "Restaurants_1", "end": 37, "intent": "inform", "slot": "city", "start": 29, "value": "San Jose" } ] }, "requested_slots": { "Alarm_1": null, "Banks_1": null, "Banks_2": null, "Buses_1": null, "Buses_2": null, "Buses_3": null, "Calendar_1": null, "Events_1": null, "Events_2": null, "Events_3": null, "Flights_1": null, "Flights_2": null, "Flights_3": null, "Flights_4": null, "Homes_1": null, "Homes_2": null, "Hotels_1": null, "Hotels_2": null, "Hotels_3": null, "Hotels_4": null, "Media_1": null, "Media_2": null, "Media_3": null, "Messaging_1": null, "Movies_1": null, "Movies_2": null, "Movies_3": null, "Music_1": null, "Music_2": null, "Music_3": null, "Payment_1": null, "RentalCars_1": null, "RentalCars_2": null, "RentalCars_3": null, "Restaurants_1": [], "Restaurants_2": null, "RideSharing_1": null, "RideSharing_2": null, "Services_1": null, "Services_2": null, "Services_3": null, "Services_4": null, "Trains_1": null, "Travel_1": null, "Weather_1": null }, "service_call": null, "speaker": "user", "state": { "Alarm_1": null, "Banks_1": null, "Banks_2": null, "Buses_1": null, "Buses_2": null, "Buses_3": null, "Calendar_1": null, "Events_1": null, "Events_2": null, "Events_3": null, "Flights_1": null, "Flights_2": null, "Flights_3": null, "Flights_4": null, "Homes_1": null, "Homes_2": null, "Hotels_1": null, "Hotels_2": null, "Hotels_3": null, "Hotels_4": null, "Media_1": null, "Media_2": null, "Media_3": null, "Messaging_1": null, "Movies_1": null, "Movies_2": null, "Movies_3": null, "Music_1": null, "Music_2": null, "Music_3": null, "Payment_1": null, "RentalCars_1": null, "RentalCars_2": null, "RentalCars_3": null, "Restaurants_1": { "city": "San Jose", "cuisine": "", "date": "", "has_live_music": "", "party_size": "", "phone_number": "", "price_range": "", "restaurant_name": "", "serves_alcohol": "", "street_address": "", "time": "" }, "Restaurants_2": null, "RideSharing_1": null, "RideSharing_2": null, "Services_1": null, "Services_2": null, "Services_3": null, "Services_4": null, "Trains_1": null, "Travel_1": null, "Weather_1": null }, "utt_idx": 2, "utterance": "I would like for it to be in San Jose." }, { "active_intent": null, "db_results": { "Alarm_1": null, "Banks_1": null, "Banks_2": null, "Buses_1": null, "Buses_2": null, "Buses_3": null, "Calendar_1": null, "Events_1": null, "Events_2": null, "Events_3": null, "Flights_1": null, "Flights_2": null, "Flights_3": null, "Flights_4": null, "Homes_1": null, "Homes_2": null, "Hotels_1": null, "Hotels_2": null, "Hotels_3": null, "Hotels_4": null, "Media_1": null, "Media_2": null, "Media_3": null, "Messaging_1": null, "Movies_1": null, "Movies_2": null, "Movies_3": null, "Music_1": null, "Music_2": null, "Music_3": null, "Payment_1": null, "RentalCars_1": null, "RentalCars_2": null, "RentalCars_3": null, "Restaurants_1": null, "Restaurants_2": null, "RideSharing_1": null, "RideSharing_2": null, "Services_1": null, "Services_2": null, "Services_3": null, "Services_4": null, "Trains_1": null, "Travel_1": null, "Weather_1": null }, "dialogue_acts": { "binary": [], "categorical": [], "non-categorical": [ { "domain": "Restaurants_1", "end": 59, "intent": "request", "slot": "cuisine", "start": 52, "value": "Mexican" }, { "domain": "Restaurants_1", "end": 68, "intent": "request", "slot": "cuisine", "start": 61, "value": "Italian" } ] }, "requested_slots": null, "service_call": { "Alarm_1": null, "Banks_1": null, "Banks_2": null, "Buses_1": null, "Buses_2": null, "Buses_3": null, "Calendar_1": null, "Events_1": null, "Events_2": null, "Events_3": null, "Flights_1": null, "Flights_2": null, "Flights_3": null, "Flights_4": null, "Homes_1": null, "Homes_2": null, "Hotels_1": null, "Hotels_2": null, "Hotels_3": null, "Hotels_4": null, "Media_1": null, "Media_2": null, "Media_3": null, "Messaging_1": null, "Movies_1": null, "Movies_2": null, "Movies_3": null, "Music_1": null, "Music_2": null, "Music_3": null, "Payment_1": null, "RentalCars_1": null, "RentalCars_2": null, "RentalCars_3": null, "Restaurants_1": null, "Restaurants_2": null, "RideSharing_1": null, "RideSharing_2": null, "Services_1": null, "Services_2": null, "Services_3": null, "Services_4": null, "Trains_1": null, "Travel_1": null, "Weather_1": null }, "speaker": "system", "state": null, "utt_idx": 3, "utterance": "Is there a specific cuisine type you enjoy, such as Mexican, Italian or something else?" }, { "active_intent": { "Alarm_1": null, "Banks_1": null, "Banks_2": null, "Buses_1": null, "Buses_2": null, "Buses_3": null, "Calendar_1": null, "Events_1": null, "Events_2": null, "Events_3": null, "Flights_1": null, "Flights_2": null, "Flights_3": null, "Flights_4": null, "Homes_1": null, "Homes_2": null, "Hotels_1": null, "Hotels_2": null, "Hotels_3": null, "Hotels_4": null, "Media_1": null, "Media_2": null, "Media_3": null, "Messaging_1": null, "Movies_1": null, "Movies_2": null, "Movies_3": null, "Music_1": null, "Music_2": null, "Music_3": null, "Payment_1": null, "RentalCars_1": null, "RentalCars_2": null, "RentalCars_3": null, "Restaurants_1": "FindRestaurants", "Restaurants_2": null, "RideSharing_1": null, "RideSharing_2": null, "Services_1": null, "Services_2": null, "Services_3": null, "Services_4": null, "Trains_1": null, "Travel_1": null, "Weather_1": null }, "db_results": null, "dialogue_acts": { "binary": [], "categorical": [], "non-categorical": [ { "domain": "Restaurants_1", "end": 34, "intent": "inform", "slot": "cuisine", "start": 26, "value": "American" } ] }, "requested_slots": { "Alarm_1": null, "Banks_1": null, "Banks_2": null, "Buses_1": null, "Buses_2": null, "Buses_3": null, "Calendar_1": null, "Events_1": null, "Events_2": null, "Events_3": null, "Flights_1": null, "Flights_2": null, "Flights_3": null, "Flights_4": null, "Homes_1": null, "Homes_2": null, "Hotels_1": null, "Hotels_2": null, "Hotels_3": null, "Hotels_4": null, "Media_1": null, "Media_2": null, "Media_3": null, "Messaging_1": null, "Movies_1": null, "Movies_2": null, "Movies_3": null, "Music_1": null, "Music_2": null, "Music_3": null, "Payment_1": null, "RentalCars_1": null, "RentalCars_2": null, "RentalCars_3": null, "Restaurants_1": [], "Restaurants_2": null, "RideSharing_1": null, "RideSharing_2": null, "Services_1": null, "Services_2": null, "Services_3": null, "Services_4": null, "Trains_1": null, "Travel_1": null, "Weather_1": null }, "service_call": null, "speaker": "user", "state": { "Alarm_1": null, "Banks_1": null, "Banks_2": null, "Buses_1": null, "Buses_2": null, "Buses_3": null, "Calendar_1": null, "Events_1": null, "Events_2": null, "Events_3": null, "Flights_1": null, "Flights_2": null, "Flights_3": null, "Flights_4": null, "Homes_1": null, "Homes_2": null, "Hotels_1": null, "Hotels_2": null, "Hotels_3": null, "Hotels_4": null, "Media_1": null, "Media_2": null, "Media_3": null, "Messaging_1": null, "Movies_1": null, "Movies_2": null, "Movies_3": null, "Music_1": null, "Music_2": null, "Music_3": null, "Payment_1": null, "RentalCars_1": null, "RentalCars_2": null, "RentalCars_3": null, "Restaurants_1": { "city": "San Jose", "cuisine": "American", "date": "", "has_live_music": "", "party_size": "", "phone_number": "", "price_range": "", "restaurant_name": "", "serves_alcohol": "", "street_address": "", "time": "" }, "Restaurants_2": null, "RideSharing_1": null, "RideSharing_2": null, "Services_1": null, "Services_2": null, "Services_3": null, "Services_4": null, "Trains_1": null, "Travel_1": null, "Weather_1": null }, "utt_idx": 4, "utterance": "I usually like eating the American type of food." }, { "active_intent": null, "db_results": { "Alarm_1": null, "Banks_1": null, "Banks_2": null, "Buses_1": null, "Buses_2": null, "Buses_3": null, "Calendar_1": null, "Events_1": null, "Events_2": null, "Events_3": null, "Flights_1": null, "Flights_2": null, "Flights_3": null, "Flights_4": null, "Homes_1": null, "Homes_2": null, "Hotels_1": null, "Hotels_2": null, "Hotels_3": null, "Hotels_4": null, "Media_1": null, "Media_2": null, "Media_3": null, "Messaging_1": null, "Movies_1": null, "Movies_2": null, "Movies_3": null, "Music_1": null, "Music_2": null, "Music_3": null, "Payment_1": null, "RentalCars_1": null, "RentalCars_2": null, "RentalCars_3": null, "Restaurants_1": [ { "city": "San Jose", "cuisine": "American", "date": null, "has_live_music": "False", "party_size": null, "phone_number": "408-971-8523", "price_range": "moderate", "restaurant_name": "71 Saint Peter", "serves_alcohol": "True", "street_address": "71 North San Pedro Street", "time": null }, { "city": "San Jose", "cuisine": "American", "date": null, "has_live_music": "False", "party_size": null, "phone_number": "408-261-5787", "price_range": "moderate", "restaurant_name": "Bazille", "serves_alcohol": "True", "street_address": "2400 Forest Avenue", "time": null }, { "city": "San Jose", "cuisine": "American", "date": null, "has_live_music": "False", "party_size": null, "phone_number": "408-292-4300", "price_range": "moderate", "restaurant_name": "Billy Berk's", "serves_alcohol": "True", "street_address": "99 South 1st Street", "time": null }, { "city": "San Jose", "cuisine": "American", "date": null, "has_live_music": "False", "party_size": null, "phone_number": "408-343-7230", "price_range": "moderate", "restaurant_name": "Bj's Restaurant & Brewhouse", "serves_alcohol": "True", "street_address": "511 Coleman Avenue", "time": null }, { "city": "San Jose", "cuisine": "American", "date": null, "has_live_music": "False", "party_size": null, "phone_number": "408-816-7251", "price_range": "expensive", "restaurant_name": "Black Sheep Brasserie", "serves_alcohol": "True", "street_address": "1202 Lincoln Avenue", "time": null }, { "city": "San Jose", "cuisine": "American", "date": null, "has_live_music": "False", "party_size": null, "phone_number": "408-238-9110", "price_range": "moderate", "restaurant_name": "Chuck E. Cheese's", "serves_alcohol": "False", "street_address": "2445 Fontaine Road", "time": null }, { "city": "San Jose", "cuisine": "American", "date": null, "has_live_music": "False", "party_size": null, "phone_number": "408-292-7444", "price_range": "moderate", "restaurant_name": "Famous Dave's Bar-b-que", "serves_alcohol": "False", "street_address": "61 Curtner Avenue", "time": null }, { "city": "San Jose", "cuisine": "American", "date": null, "has_live_music": "False", "party_size": null, "phone_number": "408-287-6969", "price_range": "moderate", "restaurant_name": "Firehouse No.1 Gastropub", "serves_alcohol": "True", "street_address": "69 North San Pedro Street", "time": null }, { "city": "San Jose", "cuisine": "American", "date": null, "has_live_music": "True", "party_size": null, "phone_number": "408-279-4888", "price_range": "moderate", "restaurant_name": "Hukilau", "serves_alcohol": "True", "street_address": "230 Jackson Street", "time": null }, { "city": "San Jose", "cuisine": "American", "date": null, "has_live_music": "False", "party_size": null, "phone_number": "408-998-1440", "price_range": "moderate", "restaurant_name": "John's Of Willow Glen", "serves_alcohol": "False", "street_address": "1238 Lincoln Avenue", "time": null } ], "Restaurants_2": null, "RideSharing_1": null, "RideSharing_2": null, "Services_1": null, "Services_2": null, "Services_3": null, "Services_4": null, "Trains_1": null, "Travel_1": null, "Weather_1": null }, "dialogue_acts": { "binary": [], "categorical": [], "non-categorical": [ { "domain": "Restaurants_1", "end": 28, "intent": "offer", "slot": "restaurant_name", "start": 14, "value": "71 Saint Peter" }, { "domain": "Restaurants_1", "end": 76, "intent": "offer", "slot": "city", "start": 68, "value": "San Jose" } ] }, "requested_slots": null, "service_call": { "Alarm_1": null, "Banks_1": null, "Banks_2": null, "Buses_1": null, "Buses_2": null, "Buses_3": null, "Calendar_1": null, "Events_1": null, "Events_2": null, "Events_3": null, "Flights_1": null, "Flights_2": null, "Flights_3": null, "Flights_4": null, "Homes_1": null, "Homes_2": null, "Hotels_1": null, "Hotels_2": null, "Hotels_3": null, "Hotels_4": null, "Media_1": null, "Media_2": null, "Media_3": null, "Messaging_1": null, "Movies_1": null, "Movies_2": null, "Movies_3": null, "Music_1": null, "Music_2": null, "Music_3": null, "Payment_1": null, "RentalCars_1": null, "RentalCars_2": null, "RentalCars_3": null, "Restaurants_1": { "method": "FindRestaurants", "parameters": { "city": "San Jose", "cuisine": "American", "date": null, "has_live_music": null, "party_size": null, "price_range": null, "restaurant_name": null, "serves_alcohol": null, "time": null } }, "Restaurants_2": null, "RideSharing_1": null, "RideSharing_2": null, "Services_1": null, "Services_2": null, "Services_3": null, "Services_4": null, "Trains_1": null, "Travel_1": null, "Weather_1": null }, "speaker": "system", "state": null, "utt_idx": 5, "utterance": "I see that at 71 Saint Peter there is a good restaurant which is in San Jose." }, { "active_intent": { "Alarm_1": null, "Banks_1": null, "Banks_2": null, "Buses_1": null, "Buses_2": null, "Buses_3": null, "Calendar_1": null, "Events_1": null, "Events_2": null, "Events_3": null, "Flights_1": null, "Flights_2": null, "Flights_3": null, "Flights_4": null, "Homes_1": null, "Homes_2": null, "Hotels_1": null, "Hotels_2": null, "Hotels_3": null, "Hotels_4": null, "Media_1": null, "Media_2": null, "Media_3": null, "Messaging_1": null, "Movies_1": null, "Movies_2": null, "Movies_3": null, "Music_1": null, "Music_2": null, "Music_3": null, "Payment_1": null, "RentalCars_1": null, "RentalCars_2": null, "RentalCars_3": null, "Restaurants_1": "FindRestaurants", "Restaurants_2": null, "RideSharing_1": null, "RideSharing_2": null, "Services_1": null, "Services_2": null, "Services_3": null, "Services_4": null, "Trains_1": null, "Travel_1": null, "Weather_1": null }, "db_results": null, "dialogue_acts": { "binary": [ { 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For example a restaurant which is economical and is located in Palo Alto." }, { "active_intent": null, "db_results": { "Alarm_1": null, "Banks_1": null, "Banks_2": null, "Buses_1": null, "Buses_2": null, "Buses_3": null, "Calendar_1": null, "Events_1": null, "Events_2": null, "Events_3": null, "Flights_1": null, "Flights_2": null, "Flights_3": null, "Flights_4": null, "Homes_1": null, "Homes_2": null, "Hotels_1": null, "Hotels_2": null, "Hotels_3": null, "Hotels_4": null, "Media_1": null, "Media_2": null, "Media_3": null, "Messaging_1": null, "Movies_1": null, "Movies_2": null, "Movies_3": null, "Music_1": null, "Music_2": null, "Music_3": null, "Payment_1": null, "RentalCars_1": null, "RentalCars_2": null, "RentalCars_3": null, "Restaurants_1": [ { "city": "Palo Alto", "cuisine": "American", "date": null, "has_live_music": "False", "party_size": null, "phone_number": "650-688-2614", "price_range": "moderate", "restaurant_name": "Bazille", "serves_alcohol": "True", "street_address": "550 Stanford Shopping Center", "time": null }, { "city": "Palo Alto", "cuisine": "American", "date": null, "has_live_music": "False", "party_size": null, "phone_number": "650-656-8180", "price_range": "moderate", "restaurant_name": "Bird Dog", "serves_alcohol": "False", "street_address": "420 Ramona Street", "time": null }, { "city": "Palo Alto", "cuisine": "American", "date": null, "has_live_music": "False", "party_size": null, "phone_number": "650-327-0284", "price_range": "moderate", "restaurant_name": "Bistro Elan", "serves_alcohol": "False", "street_address": "2363 Birch Street", "time": null }, { "city": "Palo Alto", "cuisine": "American", "date": null, "has_live_music": "False", "party_size": null, "phone_number": "650-326-8640", "price_range": "moderate", "restaurant_name": "Cafe Brioche", "serves_alcohol": "True", "street_address": "445 California Avenue", "time": null }, { "city": "Palo Alto", "cuisine": "American", "date": null, "has_live_music": "False", "party_size": null, "phone_number": "650-493-6787", "price_range": "moderate", "restaurant_name": "Cibo Restaurant & Bar", "serves_alcohol": "False", "street_address": "3398 El Camino Real", "time": null }, { "city": "Palo Alto", "cuisine": "American", "date": null, "has_live_music": "False", "party_size": null, "phone_number": "650-322-7509", "price_range": "moderate", "restaurant_name": "Local Union 271", "serves_alcohol": "False", "street_address": "271 University Avenue", "time": null }, { "city": "Palo Alto", "cuisine": "American", "date": null, "has_live_music": "False", "party_size": null, "phone_number": "650-321-3514", "price_range": "moderate", "restaurant_name": "Palo Alto Grill", "serves_alcohol": "True", "street_address": "140 University Avenue", "time": null } ], "Restaurants_2": null, "RideSharing_1": null, "RideSharing_2": null, "Services_1": null, "Services_2": null, "Services_3": null, "Services_4": null, "Trains_1": null, "Travel_1": null, "Weather_1": null }, "dialogue_acts": { "binary": [], "categorical": [], "non-categorical": [ { "domain": "Restaurants_1", "end": 61, "intent": "offer", "slot": "restaurant_name", "start": 53, "value": "Bird Dog" }, { "domain": "Restaurants_1", "end": 116, "intent": "offer", "slot": "city", "start": 107, "value": "Palo Alto" }, { "domain": "Restaurants_1", "end": 12, "intent": "inform_count", "slot": "count", "start": 11, "value": "7" } ] }, "requested_slots": null, "service_call": { "Alarm_1": null, "Banks_1": null, "Banks_2": null, "Buses_1": null, "Buses_2": null, "Buses_3": null, "Calendar_1": null, "Events_1": null, "Events_2": null, "Events_3": null, "Flights_1": null, "Flights_2": null, "Flights_3": null, "Flights_4": null, "Homes_1": null, "Homes_2": null, "Hotels_1": null, "Hotels_2": null, "Hotels_3": null, "Hotels_4": null, "Media_1": null, "Media_2": null, "Media_3": null, "Messaging_1": null, "Movies_1": null, "Movies_2": null, "Movies_3": null, "Music_1": null, "Music_2": null, "Music_3": null, "Payment_1": null, "RentalCars_1": null, "RentalCars_2": null, "RentalCars_3": null, "Restaurants_1": { "method": "FindRestaurants", "parameters": { "city": "Palo Alto", "cuisine": "American", "date": null, "has_live_music": null, "party_size": null, "price_range": "moderate", "restaurant_name": null, "serves_alcohol": null, "time": null } }, "Restaurants_2": null, "RideSharing_1": null, "RideSharing_2": null, "Services_1": null, "Services_2": null, "Services_3": null, "Services_4": null, "Trains_1": null, "Travel_1": null, "Weather_1": null }, "speaker": "system", "state": null, "utt_idx": 13, "utterance": "I see that 7 restaurants suit to what you requested. Bird Dog seems as a good restaurant and is located in Palo Alto." }, { "active_intent": { "Alarm_1": null, "Banks_1": null, "Banks_2": null, "Buses_1": null, "Buses_2": null, "Buses_3": null, "Calendar_1": null, "Events_1": null, "Events_2": null, "Events_3": null, "Flights_1": null, "Flights_2": null, "Flights_3": null, "Flights_4": null, "Homes_1": null, "Homes_2": null, "Hotels_1": null, "Hotels_2": null, "Hotels_3": null, "Hotels_4": null, "Media_1": null, "Media_2": null, "Media_3": null, "Messaging_1": null, "Movies_1": null, "Movies_2": null, "Movies_3": null, "Music_1": null, "Music_2": null, "Music_3": null, "Payment_1": null, "RentalCars_1": null, "RentalCars_2": null, "RentalCars_3": null, "Restaurants_1": "ReserveRestaurant", "Restaurants_2": null, "RideSharing_1": null, "RideSharing_2": null, "Services_1": null, "Services_2": null, "Services_3": null, "Services_4": null, "Trains_1": null, "Travel_1": null, "Weather_1": null }, "db_results": null, "dialogue_acts": { "binary": [ { "domain": "Restaurants_1", "intent": "inform_intent", "slot": "ReserveRestaurant" }, { "domain": "Restaurants_1", "intent": "select", "slot": "" } ], "categorical": [], "non-categorical": [] }, "requested_slots": { "Alarm_1": null, "Banks_1": null, "Banks_2": null, "Buses_1": null, "Buses_2": null, "Buses_3": null, "Calendar_1": null, "Events_1": null, "Events_2": null, "Events_3": null, "Flights_1": null, "Flights_2": null, "Flights_3": null, "Flights_4": null, "Homes_1": null, "Homes_2": null, "Hotels_1": null, "Hotels_2": null, "Hotels_3": null, "Hotels_4": null, "Media_1": null, "Media_2": null, "Media_3": null, "Messaging_1": null, "Movies_1": null, "Movies_2": null, "Movies_3": null, "Music_1": null, "Music_2": null, "Music_3": null, "Payment_1": null, "RentalCars_1": null, "RentalCars_2": null, "RentalCars_3": null, "Restaurants_1": [], "Restaurants_2": null, "RideSharing_1": null, "RideSharing_2": null, "Services_1": null, "Services_2": null, "Services_3": null, "Services_4": null, "Trains_1": null, "Travel_1": null, "Weather_1": null }, "service_call": null, "speaker": "user", "state": { "Alarm_1": null, "Banks_1": null, "Banks_2": null, "Buses_1": null, "Buses_2": null, "Buses_3": null, "Calendar_1": null, "Events_1": null, "Events_2": null, "Events_3": null, "Flights_1": null, "Flights_2": null, "Flights_3": null, "Flights_4": null, "Homes_1": null, "Homes_2": null, "Hotels_1": null, "Hotels_2": null, "Hotels_3": null, "Hotels_4": null, "Media_1": null, "Media_2": null, "Media_3": null, "Messaging_1": null, "Movies_1": null, "Movies_2": null, "Movies_3": null, "Music_1": null, "Music_2": null, "Music_3": null, "Payment_1": null, "RentalCars_1": null, "RentalCars_2": null, "RentalCars_3": null, "Restaurants_1": { "city": "Palo Alto", "cuisine": "American", "date": "", "has_live_music": "", "party_size": "", "phone_number": "", "price_range": "moderate", "restaurant_name": "Bird Dog", "serves_alcohol": "", "street_address": "", "time": "" }, "Restaurants_2": null, "RideSharing_1": null, "RideSharing_2": null, "Services_1": null, "Services_2": null, "Services_3": null, "Services_4": null, "Trains_1": null, "Travel_1": null, "Weather_1": null }, "utt_idx": 14, "utterance": "Alright, that seems good. I would like to make a booking at this restaurant." }, { "active_intent": null, "db_results": { "Alarm_1": null, "Banks_1": null, "Banks_2": null, "Buses_1": null, "Buses_2": null, "Buses_3": null, "Calendar_1": null, "Events_1": null, "Events_2": null, "Events_3": null, "Flights_1": null, "Flights_2": null, "Flights_3": null, "Flights_4": null, "Homes_1": null, "Homes_2": null, "Hotels_1": null, "Hotels_2": null, "Hotels_3": null, "Hotels_4": null, "Media_1": null, "Media_2": null, "Media_3": null, "Messaging_1": null, "Movies_1": null, "Movies_2": null, "Movies_3": null, "Music_1": null, "Music_2": null, "Music_3": null, "Payment_1": null, "RentalCars_1": null, "RentalCars_2": null, "RentalCars_3": null, "Restaurants_1": null, "Restaurants_2": null, "RideSharing_1": null, "RideSharing_2": null, "Services_1": null, "Services_2": null, "Services_3": null, "Services_4": null, "Trains_1": null, "Travel_1": null, "Weather_1": null }, "dialogue_acts": { "binary": [ { "domain": 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"speaker": "system", "state": null, "utt_idx": 15, "utterance": "For which time do you want the booking to be?" }, { "active_intent": { "Alarm_1": null, "Banks_1": null, "Banks_2": null, "Buses_1": null, "Buses_2": null, "Buses_3": null, "Calendar_1": null, "Events_1": null, "Events_2": null, "Events_3": null, "Flights_1": null, "Flights_2": null, "Flights_3": null, "Flights_4": null, "Homes_1": null, "Homes_2": null, "Hotels_1": null, "Hotels_2": null, "Hotels_3": null, "Hotels_4": null, "Media_1": null, "Media_2": null, "Media_3": null, "Messaging_1": null, "Movies_1": null, "Movies_2": null, "Movies_3": null, "Music_1": null, "Music_2": null, "Music_3": null, "Payment_1": null, "RentalCars_1": null, "RentalCars_2": null, "RentalCars_3": null, "Restaurants_1": "ReserveRestaurant", "Restaurants_2": null, "RideSharing_1": null, "RideSharing_2": null, "Services_1": null, "Services_2": null, "Services_3": null, "Services_4": null, "Trains_1": null, "Travel_1": null, "Weather_1": null }, 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Can you tell me if they feature live music?" }, { "active_intent": null, "db_results": { "Alarm_1": null, "Banks_1": null, "Banks_2": null, "Buses_1": null, "Buses_2": null, "Buses_3": null, "Calendar_1": null, "Events_1": null, "Events_2": null, "Events_3": null, "Flights_1": null, "Flights_2": null, "Flights_3": null, "Flights_4": null, "Homes_1": null, "Homes_2": null, "Hotels_1": null, "Hotels_2": null, "Hotels_3": null, "Hotels_4": null, "Media_1": null, "Media_2": null, "Media_3": null, "Messaging_1": null, "Movies_1": null, "Movies_2": null, "Movies_3": null, "Music_1": null, "Music_2": null, "Music_3": null, "Payment_1": null, "RentalCars_1": null, "RentalCars_2": null, "RentalCars_3": null, "Restaurants_1": [ { "city": "Palo Alto", "cuisine": "American", "date": "2019-03-01", "has_live_music": "False", "party_size": "2", "phone_number": "650-656-8180", "price_range": "moderate", "restaurant_name": "Bird Dog", "serves_alcohol": "False", "street_address": "420 Ramona Street", "time": "11:30" } ], "Restaurants_2": null, "RideSharing_1": null, "RideSharing_2": null, "Services_1": null, "Services_2": null, "Services_3": null, "Services_4": null, "Trains_1": null, "Travel_1": null, "Weather_1": null }, "dialogue_acts": { "binary": [ { "domain": "Restaurants_1", "intent": "notify_success", "slot": "" } ], "categorical": [ { "domain": "Restaurants_1", "intent": "inform", "slot": "has_live_music", "value": "False" } ], "non-categorical": [] }, "requested_slots": null, "service_call": { "Alarm_1": null, "Banks_1": null, "Banks_2": null, "Buses_1": null, "Buses_2": null, "Buses_3": null, "Calendar_1": null, "Events_1": null, "Events_2": null, "Events_3": null, "Flights_1": null, "Flights_2": null, "Flights_3": null, "Flights_4": null, "Homes_1": null, "Homes_2": null, "Hotels_1": null, "Hotels_2": null, "Hotels_3": null, "Hotels_4": null, "Media_1": null, "Media_2": null, "Media_3": null, "Messaging_1": null, "Movies_1": null, "Movies_2": null, "Movies_3": null, 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Can you give me the address of their location?" }, { "active_intent": null, "db_results": { "Alarm_1": null, "Banks_1": null, "Banks_2": null, "Buses_1": null, "Buses_2": null, "Buses_3": null, "Calendar_1": null, "Events_1": null, "Events_2": null, "Events_3": null, "Flights_1": null, "Flights_2": null, "Flights_3": null, "Flights_4": null, "Homes_1": null, "Homes_2": null, "Hotels_1": null, "Hotels_2": null, "Hotels_3": null, "Hotels_4": null, "Media_1": null, "Media_2": null, "Media_3": null, "Messaging_1": null, "Movies_1": null, "Movies_2": null, "Movies_3": null, "Music_1": null, "Music_2": null, "Music_3": null, "Payment_1": null, "RentalCars_1": null, "RentalCars_2": null, "RentalCars_3": null, "Restaurants_1": null, "Restaurants_2": null, "RideSharing_1": null, "RideSharing_2": null, "Services_1": null, "Services_2": null, "Services_3": null, "Services_4": null, "Trains_1": null, "Travel_1": null, "Weather_1": null }, "dialogue_acts": { "binary": [], "categorical": [ { "domain": "Restaurants_1", "intent": "inform", "slot": "serves_alcohol", "value": "False" } ], "non-categorical": [ { "domain": "Restaurants_1", "end": 46, "intent": "inform", "slot": "street_address", "start": 29, "value": "420 Ramona Street" } ] }, "requested_slots": null, "service_call": { "Alarm_1": null, "Banks_1": null, "Banks_2": null, "Buses_1": null, "Buses_2": null, "Buses_3": null, "Calendar_1": null, "Events_1": null, "Events_2": null, "Events_3": null, "Flights_1": null, "Flights_2": null, "Flights_3": null, "Flights_4": null, "Homes_1": null, "Homes_2": null, "Hotels_1": null, "Hotels_2": null, "Hotels_3": null, "Hotels_4": null, "Media_1": null, "Media_2": null, "Media_3": null, "Messaging_1": null, "Movies_1": null, "Movies_2": null, "Movies_3": null, "Music_1": null, "Music_2": null, "Music_3": null, "Payment_1": null, "RentalCars_1": null, "RentalCars_2": null, "RentalCars_3": null, "Restaurants_1": null, "Restaurants_2": null, "RideSharing_1": null, "RideSharing_2": null, "Services_1": null, "Services_2": null, "Services_3": null, "Services_4": null, "Trains_1": null, "Travel_1": null, "Weather_1": null }, "speaker": "system", "state": null, "utt_idx": 21, "utterance": "The restaurant is located at 420 Ramona Street. Unfortunately they do not serve alcohol at the restaurant." }, { "active_intent": { "Alarm_1": null, "Banks_1": null, "Banks_2": null, "Buses_1": null, "Buses_2": null, "Buses_3": null, "Calendar_1": null, "Events_1": null, "Events_2": null, "Events_3": null, "Flights_1": null, "Flights_2": null, "Flights_3": null, "Flights_4": null, "Homes_1": null, "Homes_2": null, "Hotels_1": null, "Hotels_2": null, "Hotels_3": null, "Hotels_4": null, "Media_1": null, "Media_2": null, "Media_3": null, "Messaging_1": null, "Movies_1": null, "Movies_2": null, "Movies_3": null, "Music_1": null, "Music_2": null, "Music_3": null, "Payment_1": null, "RentalCars_1": null, "RentalCars_2": null, "RentalCars_3": null, "Restaurants_1": "ReserveRestaurant", "Restaurants_2": null, "RideSharing_1": null, "RideSharing_2": null, "Services_1": null, "Services_2": null, "Services_3": null, "Services_4": null, "Trains_1": null, "Travel_1": null, "Weather_1": null }, "db_results": null, "dialogue_acts": { "binary": [ { "domain": "", "intent": "thank_you", "slot": "" }, { "domain": "", "intent": "goodbye", "slot": "" } ], "categorical": [], "non-categorical": [] }, "requested_slots": { "Alarm_1": null, "Banks_1": null, "Banks_2": null, "Buses_1": null, "Buses_2": null, "Buses_3": null, "Calendar_1": null, "Events_1": null, "Events_2": null, "Events_3": null, "Flights_1": null, "Flights_2": null, "Flights_3": null, "Flights_4": null, "Homes_1": null, "Homes_2": null, "Hotels_1": null, "Hotels_2": null, "Hotels_3": null, "Hotels_4": null, "Media_1": null, "Media_2": null, "Media_3": null, "Messaging_1": null, "Movies_1": null, "Movies_2": null, "Movies_3": null, "Music_1": null, "Music_2": null, "Music_3": null, "Payment_1": null, "RentalCars_1": null, "RentalCars_2": null, "RentalCars_3": null, "Restaurants_1": [], "Restaurants_2": null, "RideSharing_1": null, "RideSharing_2": null, "Services_1": null, "Services_2": null, "Services_3": null, "Services_4": null, "Trains_1": null, "Travel_1": null, "Weather_1": null }, "service_call": null, "speaker": "user", "state": { "Alarm_1": null, "Banks_1": null, "Banks_2": null, "Buses_1": null, "Buses_2": null, "Buses_3": null, "Calendar_1": null, "Events_1": null, "Events_2": null, "Events_3": null, "Flights_1": null, "Flights_2": null, "Flights_3": null, "Flights_4": null, "Homes_1": null, "Homes_2": null, "Hotels_1": null, "Hotels_2": null, "Hotels_3": null, "Hotels_4": null, "Media_1": null, "Media_2": null, "Media_3": null, "Messaging_1": null, "Movies_1": null, "Movies_2": null, "Movies_3": null, "Music_1": null, "Music_2": null, "Music_3": null, "Payment_1": null, "RentalCars_1": null, "RentalCars_2": null, "RentalCars_3": null, "Restaurants_1": { "city": "Palo Alto", "cuisine": "American", "date": "today", "has_live_music": "", "party_size": "2", "phone_number": "", "price_range": "moderate", "restaurant_name": "Bird Dog", "serves_alcohol": "", "street_address": "", "time": "11:30 am" }, "Restaurants_2": null, "RideSharing_1": null, "RideSharing_2": null, "Services_1": null, "Services_2": null, "Services_3": null, "Services_4": null, "Trains_1": null, "Travel_1": null, "Weather_1": null }, "utt_idx": 22, "utterance": "I appreciate it very much. That would be all." }, { "active_intent": null, "db_results": { "Alarm_1": null, "Banks_1": null, "Banks_2": null, "Buses_1": null, "Buses_2": null, "Buses_3": null, "Calendar_1": null, "Events_1": null, "Events_2": null, "Events_3": null, "Flights_1": null, "Flights_2": null, "Flights_3": null, "Flights_4": null, "Homes_1": null, "Homes_2": null, "Hotels_1": null, "Hotels_2": null, "Hotels_3": null, "Hotels_4": null, "Media_1": null, "Media_2": null, "Media_3": null, "Messaging_1": null, "Movies_1": null, "Movies_2": null, "Movies_3": null, "Music_1": null, "Music_2": null, "Music_3": null, "Payment_1": null, "RentalCars_1": null, "RentalCars_2": null, "RentalCars_3": null, "Restaurants_1": null, "Restaurants_2": null, "RideSharing_1": null, "RideSharing_2": null, "Services_1": null, "Services_2": null, "Services_3": null, "Services_4": null, "Trains_1": null, "Travel_1": null, "Weather_1": null }, "dialogue_acts": { "binary": [ { "domain": "", "intent": "goodbye", "slot": "" } ], "categorical": [], "non-categorical": [] }, "requested_slots": null, "service_call": { "Alarm_1": null, "Banks_1": null, "Banks_2": null, "Buses_1": null, "Buses_2": null, "Buses_3": null, "Calendar_1": null, "Events_1": null, "Events_2": null, "Events_3": null, "Flights_1": null, "Flights_2": null, "Flights_3": null, "Flights_4": null, "Homes_1": null, "Homes_2": null, "Hotels_1": null, "Hotels_2": null, "Hotels_3": null, "Hotels_4": null, "Media_1": null, "Media_2": null, "Media_3": null, "Messaging_1": null, "Movies_1": null, "Movies_2": null, "Movies_3": null, "Music_1": null, "Music_2": null, "Music_3": null, "Payment_1": null, "RentalCars_1": null, "RentalCars_2": null, "RentalCars_3": null, "Restaurants_1": null, "Restaurants_2": null, "RideSharing_1": null, "RideSharing_2": null, "Services_1": null, "Services_2": null, "Services_3": null, "Services_4": null, "Trains_1": null, "Travel_1": null, "Weather_1": null }, "speaker": "system", "state": null, "utt_idx": 23, "utterance": "Have a good time!" } ]
"sgd"
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{ "description": "", "inform": {}, "request": {} }
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Do they serve alcohol? 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"RentalCars_3": null, "Restaurants_1": null, "Restaurants_2": null, "RideSharing_1": null, "RideSharing_2": null, "Services_1": null, "Services_2": null, "Services_3": null, "Services_4": null, "Trains_1": null, "Travel_1": null, "Weather_1": null }, "dialogue_acts": { "binary": [], "categorical": [ { "domain": "Restaurants_1", "intent": "confirm", "slot": "party_size", "value": "2" } ], "non-categorical": [ { "domain": "Restaurants_1", "end": 82, "intent": "confirm", "slot": "restaurant_name", "start": 66, "value": "Addis Restaurant" }, { "domain": "Restaurants_1", "end": 94, "intent": "confirm", "slot": "city", "start": 86, "value": "Berkeley" }, { "domain": "Restaurants_1", "end": 118, "intent": "confirm", "slot": "time", "start": 111, "value": "5:30 pm" }, { "domain": "Restaurants_1", "end": 107, "intent": "confirm", "slot": "date", "start": 99, "value": "tomorrow" } ] }, "requested_slots": null, "service_call": { "Alarm_1": null, "Banks_1": null, "Banks_2": null, "Buses_1": null, "Buses_2": null, "Buses_3": null, "Calendar_1": null, "Events_1": null, "Events_2": null, "Events_3": null, "Flights_1": null, "Flights_2": null, "Flights_3": null, "Flights_4": null, "Homes_1": null, "Homes_2": null, "Hotels_1": null, "Hotels_2": null, "Hotels_3": null, "Hotels_4": null, "Media_1": null, "Media_2": null, "Media_3": null, "Messaging_1": null, "Movies_1": null, "Movies_2": null, "Movies_3": null, "Music_1": null, "Music_2": null, "Music_3": null, "Payment_1": null, "RentalCars_1": null, "RentalCars_2": null, "RentalCars_3": null, "Restaurants_1": null, "Restaurants_2": null, "RideSharing_1": null, "RideSharing_2": null, "Services_1": null, "Services_2": null, "Services_3": null, "Services_4": null, "Trains_1": null, "Travel_1": null, "Weather_1": null }, "speaker": "system", "state": null, "utt_idx": 13, "utterance": "Okay.Please confirm that you want to reserve a table for 2 at the Addis Restaurant in Berkeley for tomorrow at 5:30 pm." }, { "active_intent": { "Alarm_1": null, "Banks_1": null, "Banks_2": null, "Buses_1": null, "Buses_2": null, "Buses_3": null, "Calendar_1": null, "Events_1": null, "Events_2": null, "Events_3": null, "Flights_1": null, "Flights_2": null, "Flights_3": null, "Flights_4": null, "Homes_1": null, "Homes_2": null, "Hotels_1": null, "Hotels_2": null, "Hotels_3": null, "Hotels_4": null, "Media_1": null, "Media_2": null, "Media_3": null, "Messaging_1": null, "Movies_1": null, "Movies_2": null, "Movies_3": null, "Music_1": null, "Music_2": null, "Music_3": null, "Payment_1": null, "RentalCars_1": null, "RentalCars_2": null, "RentalCars_3": null, "Restaurants_1": "ReserveRestaurant", "Restaurants_2": null, "RideSharing_1": null, "RideSharing_2": null, "Services_1": null, "Services_2": null, "Services_3": null, "Services_4": null, "Trains_1": null, "Travel_1": null, "Weather_1": null }, "db_results": null, "dialogue_acts": { "binary": [ { "domain": "", "intent": "affirm", "slot": "" } ], "categorical": [], "non-categorical": [] }, "requested_slots": { "Alarm_1": null, "Banks_1": null, "Banks_2": null, "Buses_1": null, "Buses_2": null, "Buses_3": null, "Calendar_1": null, "Events_1": null, "Events_2": null, "Events_3": null, "Flights_1": null, "Flights_2": null, "Flights_3": null, "Flights_4": null, "Homes_1": null, "Homes_2": null, "Hotels_1": null, "Hotels_2": null, "Hotels_3": null, "Hotels_4": null, "Media_1": null, "Media_2": null, "Media_3": null, "Messaging_1": null, "Movies_1": null, "Movies_2": null, "Movies_3": null, "Music_1": null, "Music_2": null, "Music_3": null, "Payment_1": null, "RentalCars_1": null, "RentalCars_2": null, "RentalCars_3": null, "Restaurants_1": [], "Restaurants_2": null, "RideSharing_1": null, "RideSharing_2": null, "Services_1": null, "Services_2": null, "Services_3": null, "Services_4": null, "Trains_1": null, "Travel_1": null, "Weather_1": null }, "service_call": null, "speaker": "user", "state": { "Alarm_1": null, "Banks_1": null, "Banks_2": null, "Buses_1": null, "Buses_2": null, "Buses_3": null, "Calendar_1": null, "Events_1": null, "Events_2": null, "Events_3": null, "Flights_1": null, "Flights_2": null, "Flights_3": null, "Flights_4": null, "Homes_1": null, "Homes_2": null, "Hotels_1": null, "Hotels_2": null, "Hotels_3": null, "Hotels_4": null, "Media_1": null, "Media_2": null, "Media_3": null, "Messaging_1": null, "Movies_1": null, "Movies_2": null, "Movies_3": null, "Music_1": null, "Music_2": null, "Music_3": null, "Payment_1": null, "RentalCars_1": null, "RentalCars_2": null, "RentalCars_3": null, "Restaurants_1": { "city": "Berkeley", "cuisine": "Ethiopian", "date": "2nd of this month|tomorrow", "has_live_music": "", "party_size": "2", "phone_number": "", "price_range": "", "restaurant_name": "Addis Restaurant", "serves_alcohol": "", "street_address": "", "time": "17:30|5:30 pm" }, "Restaurants_2": null, "RideSharing_1": null, "RideSharing_2": null, "Services_1": null, "Services_2": null, "Services_3": null, "Services_4": null, "Trains_1": null, "Travel_1": null, "Weather_1": null }, "utt_idx": 14, "utterance": "That's correct." }, { "active_intent": null, "db_results": { "Alarm_1": null, "Banks_1": null, "Banks_2": null, "Buses_1": null, "Buses_2": null, "Buses_3": null, "Calendar_1": null, "Events_1": null, "Events_2": null, "Events_3": null, "Flights_1": null, "Flights_2": null, "Flights_3": null, "Flights_4": null, "Homes_1": null, "Homes_2": null, "Hotels_1": null, "Hotels_2": null, "Hotels_3": null, "Hotels_4": null, "Media_1": null, "Media_2": null, "Media_3": null, "Messaging_1": null, "Movies_1": null, "Movies_2": null, "Movies_3": null, "Music_1": null, "Music_2": null, "Music_3": null, "Payment_1": null, "RentalCars_1": null, "RentalCars_2": null, "RentalCars_3": null, "Restaurants_1": [ { "city": "Berkeley", "cuisine": "Ethiopian", "date": "2019-03-02", "has_live_music": "False", "party_size": "2", "phone_number": "510-653-3456", "price_range": "moderate", "restaurant_name": "Addis Restaurant", "serves_alcohol": "False", "street_address": "6100 Telegraph Avenue", "time": "17:30" } ], "Restaurants_2": null, "RideSharing_1": null, "RideSharing_2": null, "Services_1": null, "Services_2": null, "Services_3": null, "Services_4": null, "Trains_1": null, "Travel_1": null, "Weather_1": null }, "dialogue_acts": { "binary": [ { "domain": "Restaurants_1", "intent": "notify_success", "slot": "" } ], "categorical": [], "non-categorical": [] }, "requested_slots": null, "service_call": { "Alarm_1": null, "Banks_1": null, "Banks_2": null, "Buses_1": null, "Buses_2": null, "Buses_3": null, "Calendar_1": null, "Events_1": null, "Events_2": null, "Events_3": null, "Flights_1": null, "Flights_2": null, "Flights_3": null, "Flights_4": null, "Homes_1": null, "Homes_2": null, "Hotels_1": null, "Hotels_2": null, "Hotels_3": null, "Hotels_4": null, "Media_1": null, "Media_2": null, "Media_3": null, "Messaging_1": null, "Movies_1": null, "Movies_2": null, "Movies_3": null, "Music_1": null, "Music_2": null, "Music_3": null, "Payment_1": null, "RentalCars_1": null, "RentalCars_2": null, "RentalCars_3": null, "Restaurants_1": { "method": "ReserveRestaurant", "parameters": { "city": "Berkeley", "cuisine": null, "date": "2019-03-02", "has_live_music": null, "party_size": "2", "price_range": null, "restaurant_name": "Addis Restaurant", "serves_alcohol": null, "time": "17:30" } }, "Restaurants_2": null, "RideSharing_1": null, "RideSharing_2": null, "Services_1": null, "Services_2": null, "Services_3": null, "Services_4": null, "Trains_1": null, "Travel_1": null, "Weather_1": null }, "speaker": "system", "state": null, "utt_idx": 15, "utterance": "Your table has been reserved." }, { "active_intent": { "Alarm_1": null, "Banks_1": null, "Banks_2": null, "Buses_1": null, "Buses_2": null, "Buses_3": null, "Calendar_1": null, "Events_1": null, "Events_2": null, "Events_3": null, "Flights_1": null, "Flights_2": null, "Flights_3": null, "Flights_4": null, "Homes_1": null, "Homes_2": null, "Hotels_1": null, "Hotels_2": null, "Hotels_3": null, "Hotels_4": null, "Media_1": null, "Media_2": null, "Media_3": null, "Messaging_1": null, "Movies_1": null, "Movies_2": null, "Movies_3": null, "Music_1": null, "Music_2": null, "Music_3": null, "Payment_1": null, "RentalCars_1": null, "RentalCars_2": null, "RentalCars_3": null, "Restaurants_1": "ReserveRestaurant", "Restaurants_2": null, "RideSharing_1": null, "RideSharing_2": null, "Services_1": null, "Services_2": null, "Services_3": null, "Services_4": null, "Trains_1": null, "Travel_1": null, "Weather_1": null }, "db_results": null, "dialogue_acts": { "binary": [ { "domain": "", "intent": "thank_you", "slot": "" }, { "domain": "", "intent": "goodbye", "slot": "" } ], "categorical": [], "non-categorical": [] }, "requested_slots": { "Alarm_1": null, "Banks_1": null, "Banks_2": null, "Buses_1": null, "Buses_2": null, "Buses_3": null, "Calendar_1": null, "Events_1": null, "Events_2": null, "Events_3": null, "Flights_1": null, "Flights_2": null, "Flights_3": null, "Flights_4": null, "Homes_1": null, "Homes_2": null, "Hotels_1": null, "Hotels_2": null, "Hotels_3": null, "Hotels_4": null, "Media_1": null, "Media_2": null, "Media_3": null, "Messaging_1": null, "Movies_1": null, "Movies_2": null, "Movies_3": null, "Music_1": null, "Music_2": null, "Music_3": null, "Payment_1": null, "RentalCars_1": null, "RentalCars_2": null, "RentalCars_3": null, "Restaurants_1": [], "Restaurants_2": null, "RideSharing_1": null, "RideSharing_2": null, "Services_1": null, "Services_2": null, "Services_3": null, "Services_4": null, "Trains_1": null, "Travel_1": null, "Weather_1": null }, "service_call": null, "speaker": "user", "state": { "Alarm_1": null, "Banks_1": null, "Banks_2": null, "Buses_1": null, "Buses_2": null, "Buses_3": null, "Calendar_1": null, "Events_1": null, "Events_2": null, "Events_3": null, "Flights_1": null, "Flights_2": null, "Flights_3": null, "Flights_4": null, "Homes_1": null, "Homes_2": null, "Hotels_1": null, "Hotels_2": null, "Hotels_3": null, "Hotels_4": null, "Media_1": null, "Media_2": null, "Media_3": null, "Messaging_1": null, "Movies_1": null, "Movies_2": null, "Movies_3": null, "Music_1": null, "Music_2": null, "Music_3": null, "Payment_1": null, "RentalCars_1": null, "RentalCars_2": null, "RentalCars_3": null, "Restaurants_1": { "city": "Berkeley", "cuisine": "Ethiopian", "date": "2nd of this month|tomorrow", "has_live_music": "", "party_size": "2", "phone_number": "", "price_range": "", "restaurant_name": "Addis Restaurant", "serves_alcohol": "", "street_address": "", "time": "17:30|5:30 pm" }, "Restaurants_2": null, "RideSharing_1": null, "RideSharing_2": null, "Services_1": null, "Services_2": null, "Services_3": null, "Services_4": null, "Trains_1": null, "Travel_1": null, "Weather_1": null }, "utt_idx": 16, "utterance": "Thank you. That's all I need for now." }, { "active_intent": null, "db_results": { "Alarm_1": null, "Banks_1": null, "Banks_2": null, "Buses_1": null, "Buses_2": null, "Buses_3": null, "Calendar_1": null, "Events_1": null, "Events_2": null, "Events_3": null, "Flights_1": null, "Flights_2": null, "Flights_3": null, "Flights_4": null, "Homes_1": null, "Homes_2": null, "Hotels_1": null, "Hotels_2": null, "Hotels_3": null, "Hotels_4": null, "Media_1": null, "Media_2": null, "Media_3": null, "Messaging_1": null, "Movies_1": null, "Movies_2": null, "Movies_3": null, "Music_1": null, "Music_2": null, "Music_3": null, "Payment_1": null, "RentalCars_1": null, "RentalCars_2": null, "RentalCars_3": null, "Restaurants_1": null, "Restaurants_2": null, "RideSharing_1": null, "RideSharing_2": null, "Services_1": null, "Services_2": null, "Services_3": null, "Services_4": null, "Trains_1": null, "Travel_1": null, "Weather_1": null }, "dialogue_acts": { "binary": [ { "domain": "", "intent": "goodbye", "slot": "" } ], "categorical": [], "non-categorical": [] }, "requested_slots": null, "service_call": { "Alarm_1": null, "Banks_1": null, "Banks_2": null, "Buses_1": null, "Buses_2": null, "Buses_3": null, "Calendar_1": null, "Events_1": null, "Events_2": null, "Events_3": null, "Flights_1": null, "Flights_2": null, "Flights_3": null, "Flights_4": null, "Homes_1": null, "Homes_2": null, "Hotels_1": null, "Hotels_2": null, "Hotels_3": null, "Hotels_4": null, "Media_1": null, "Media_2": null, "Media_3": null, "Messaging_1": null, "Movies_1": null, "Movies_2": null, "Movies_3": null, "Music_1": null, "Music_2": null, "Music_3": null, "Payment_1": null, "RentalCars_1": null, "RentalCars_2": null, "RentalCars_3": null, "Restaurants_1": null, "Restaurants_2": null, "RideSharing_1": null, "RideSharing_2": null, "Services_1": null, "Services_2": null, "Services_3": null, "Services_4": null, "Trains_1": null, "Travel_1": null, "Weather_1": null }, "speaker": "system", "state": null, "utt_idx": 17, "utterance": "Have a great day!" } ]
"sgd"
"train"
"sgd-train-3"
"1_00003"
[ "Restaurants_1" ]
{ "description": "", "inform": {}, "request": {} }
"[{"active_intent":{"Alarm_1":null,"Banks_1":null,"Banks_2":null,"Buses_1":null,"Buses_2":null,"Buses"(...TRUNCATED)
"sgd"
"train"
"sgd-train-4"
"1_00004"
[ "Restaurants_1" ]
{ "description": "", "inform": {}, "request": {} }
"[{"active_intent":{"Alarm_1":null,"Banks_1":null,"Banks_2":null,"Buses_1":null,"Buses_2":null,"Buses"(...TRUNCATED)
"sgd"
"train"
"sgd-train-5"
"1_00005"
[ "Restaurants_1" ]
{ "description": "", "inform": {}, "request": {} }
"[{"active_intent":{"Alarm_1":null,"Banks_1":null,"Banks_2":null,"Buses_1":null,"Buses_2":null,"Buses"(...TRUNCATED)
"sgd"
"train"
"sgd-train-6"
"1_00006"
[ "Restaurants_1" ]
{ "description": "", "inform": {}, "request": {} }
"[{"active_intent":{"Alarm_1":null,"Banks_1":null,"Banks_2":null,"Buses_1":null,"Buses_2":null,"Buses"(...TRUNCATED)
"sgd"
"train"
"sgd-train-7"
"1_00007"
[ "Restaurants_1" ]
{ "description": "", "inform": {}, "request": {} }
"[{"active_intent":{"Alarm_1":null,"Banks_1":null,"Banks_2":null,"Buses_1":null,"Buses_2":null,"Buses"(...TRUNCATED)
"sgd"
"train"
"sgd-train-8"
"1_00008"
[ "Restaurants_1" ]
{ "description": "", "inform": {}, "request": {} }
"[{"active_intent":{"Alarm_1":null,"Banks_1":null,"Banks_2":null,"Buses_1":null,"Buses_2":null,"Buses"(...TRUNCATED)
"sgd"
"train"
"sgd-train-9"
"1_00009"
[ "Restaurants_1" ]
{ "description": "", "inform": {}, "request": {} }
"[{"active_intent":{"Alarm_1":null,"Banks_1":null,"Banks_2":null,"Buses_1":null,"Buses_2":null,"Buses"(...TRUNCATED)

Dataset Card for Schema-Guided Dialogue

To use this dataset, you need to install ConvLab-3 platform first. Then you can load the dataset via:

from convlab.util import load_dataset, load_ontology, load_database

dataset = load_dataset('sgd')
ontology = load_ontology('sgd')
database = load_database('sgd')

For more usage please refer to here.

Dataset Summary

The Schema-Guided Dialogue (SGD) dataset consists of over 20k annotated multi-domain, task-oriented conversations between a human and a virtual assistant. These conversations involve interactions with services and APIs spanning 20 domains, such as banks, events, media, calendar, travel, and weather. For most of these domains, the dataset contains multiple different APIs, many of which have overlapping functionalities but different interfaces, which reflects common real-world scenarios. The wide range of available annotations can be used for intent prediction, slot filling, dialogue state tracking, policy imitation learning, language generation, and user simulation learning, among other tasks for developing large-scale virtual assistants. Additionally, the dataset contains unseen domains and services in the evaluation set to quantify the performance in zero-shot or few-shot settings.

  • How to get the transformed data from original data:
  • Main changes of the transformation:
    • Lower case original act as intent.
    • Add count slot for each domain, non-categorical, find span by text matching.
    • Categorize dialogue acts according to the intent.
    • Concatenate multiple values using |.
    • Retain active_intent, requested_slots, service_call.
  • Annotations:
    • dialogue acts, state, db_results, service_call, active_intent, requested_slots.

Supported Tasks and Leaderboards

NLU, DST, Policy, NLG, E2E

Languages

English

Data Splits

split dialogues utterances avg_utt avg_tokens avg_domains cat slot match(state) cat slot match(goal) cat slot match(dialogue act) non-cat slot span(dialogue act)
train 16142 329964 20.44 9.75 1.84 100 - 100 100
validation 2482 48726 19.63 9.66 1.84 100 - 100 100
test 4201 84594 20.14 10.4 2.02 100 - 100 100
all 22825 463284 20.3 9.86 1.87 100 - 100 100

45 domains: ['Banks_1', 'Buses_1', 'Buses_2', 'Calendar_1', 'Events_1', 'Events_2', 'Flights_1', 'Flights_2', 'Homes_1', 'Hotels_1', 'Hotels_2', 'Hotels_3', 'Media_1', 'Movies_1', 'Music_1', 'Music_2', 'RentalCars_1', 'RentalCars_2', 'Restaurants_1', 'RideSharing_1', 'RideSharing_2', 'Services_1', 'Services_2', 'Services_3', 'Travel_1', 'Weather_1', 'Alarm_1', 'Banks_2', 'Flights_3', 'Hotels_4', 'Media_2', 'Movies_2', 'Restaurants_2', 'Services_4', 'Buses_3', 'Events_3', 'Flights_4', 'Homes_2', 'Media_3', 'Messaging_1', 'Movies_3', 'Music_3', 'Payment_1', 'RentalCars_3', 'Trains_1']

  • cat slot match: how many values of categorical slots are in the possible values of ontology in percentage.
  • non-cat slot span: how many values of non-categorical slots have span annotation in percentage.

Citation

@article{rastogi2019towards,
  title={Towards Scalable Multi-domain Conversational Agents: The Schema-Guided Dialogue Dataset},
  author={Rastogi, Abhinav and Zang, Xiaoxue and Sunkara, Srinivas and Gupta, Raghav and Khaitan, Pranav},
  journal={arXiv preprint arXiv:1909.05855},
  year={2019}
}

Licensing Information

CC BY-SA 4.0

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