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README.md

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 ---
 dataset_info:
+- config_name: Alarm
+  features:
+  - name: confirm_new_alarm_name_canonical
+    dtype: string
+  - name: offer_new_alarm_time_canonical
+    dtype: string
+  - name: inform_count_count_value
+    dtype: string
+  - name: confirm_new_alarm_time_value
+    dtype: string
+  - name: inform_new_alarm_name_value
+    dtype: string
+  - name: offer_new_alarm_name_value
+    dtype: string
+  - name: dialogue_id
+    dtype: string
+  - name: offer_alarm_name_canonical
+    dtype: string
+  - name: offer_alarm_time_canonical
+    dtype: string
+  - name: confirm_new_alarm_time_canonical
+    dtype: string
+  - name: confirm_new_alarm_name_value
+    dtype: string
+  - name: services
+    dtype: string
+  - name: offer_alarm_time_value
+    dtype: string
+  - name: inform_intent_intent_canonical
+    dtype: string
+  - name: inform_new_alarm_name_canonical
+    dtype: string
+  - name: offer_new_alarm_name_canonical
+    dtype: string
+  - name: offer_alarm_name_value
+    dtype: string
+  - name: offer_intent_intent_value
+    dtype: string
+  - name: inform_new_alarm_time_canonical
+    dtype: string
+  - name: inform_intent_intent_value
+    dtype: string
+  - name: offer_intent_intent_canonical
+    dtype: string
+  - name: dialog
+    list:
+    - name: content
+      dtype: string
+    - name: role
+      dtype: string
+  - name: offer_new_alarm_time_value
+    dtype: string
+  - name: inform_count_count_canonical
+    dtype: string
+  - name: inform_new_alarm_time_value
+    dtype: string
+  splits:
+  - name: dev
+    num_bytes: 175343
+    num_examples: 458
+  - name: test
+    num_bytes: 1154883
+    num_examples: 2227
+  download_size: 58984
+  dataset_size: 1330226
+- config_name: Banks
+  features:
+  - name: confirm_amount_canonical
+    dtype: string
+  - name: offer_account_balance_value
+    dtype: string
+  - name: inform_count_count_value
+    dtype: string
+  - name: inform_amount_canonical
+    dtype: string
+  - name: confirm_transfer_amount_canonical
+    dtype: string
+  - name: dialogue_id
+    dtype: string
+  - name: inform_recipient_account_name_canonical
+    dtype: string
+  - name: offer_account_balance_canonical
+    dtype: string
+  - name: confirm_amount_value
+    dtype: string
+  - name: confirm_account_type_canonical
+    dtype: string
+  - name: inform_transfer_time_canonical
+    dtype: string
+  - name: confirm_recipient_account_name_value
+    dtype: string
+  - name: inform_transfer_time_value
+    dtype: string
+  - name: offer_balance_canonical
+    dtype: string
+  - name: confirm_recipient_name_value
+    dtype: string
+  - name: offer_account_type_value
+    dtype: string
+  - name: offer_balance_value
+    dtype: string
+  - name: confirm_account_type_value
+    dtype: string
+  - name: services
+    dtype: string
+  - name: confirm_recipient_account_name_canonical
+    dtype: string
+  - name: request_account_type_value
+    dtype: string
+  - name: inform_intent_intent_canonical
+    dtype: string
+  - name: confirm_recipient_account_type_value
+    dtype: string
+  - name: inform_recipient_account_type_canonical
+    dtype: string
+  - name: offer_account_type_canonical
+    dtype: string
+  - name: inform_account_type_value
+    dtype: string
+  - name: inform_recipient_name_value
+    dtype: string
+  - name: confirm_recipient_name_canonical
+    dtype: string
+  - name: offer_intent_intent_value
+    dtype: string
+  - name: inform_intent_intent_value
+    dtype: string
+  - name: request_account_type_canonical
+    dtype: string
+  - name: inform_recipient_account_name_value
+    dtype: string
+  - name: offer_intent_intent_canonical
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+  - name: confirm_transfer_amount_value
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+  - name: inform_account_type_canonical
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+  - name: dialog
+    list:
+    - name: content
+      dtype: string
+    - name: role
+      dtype: string
+  - name: confirm_recipient_account_type_canonical
+    dtype: string
+  - name: inform_recipient_account_type_value
+    dtype: string
+  - name: inform_transfer_amount_value
+    dtype: string
+  - name: inform_count_count_canonical
+    dtype: string
+  - name: inform_recipient_name_canonical
+    dtype: string
+  - name: inform_transfer_amount_canonical
+    dtype: string
+  - name: inform_amount_value
+    dtype: string
+  splits:
+  - name: dev
+    num_bytes: 1779819
+    num_examples: 2731
+  - name: train
+    num_bytes: 4204585
+    num_examples: 6904
+  download_size: 217710
+  dataset_size: 5984404
+- config_name: Buses
+  features:
+  - name: inform_price_value
+    dtype: string
+  - name: inform_destination_station_name_value
+    dtype: string
+  - name: confirm_additional_luggage_value
+    dtype: string
+  - name: request_leaving_date_canonical
+    dtype: string
+  - name: offer_leaving_time_value
+    dtype: string
+  - name: confirm_leaving_date_value
+    dtype: string
+  - name: confirm_leaving_date_canonical
+    dtype: string
+  - name: confirm_departure_date_value
+    dtype: string
+  - name: offer_leaving_time_canonical
+    dtype: string
+  - name: offer_price_canonical
+    dtype: string
+  - name: inform_leaving_date_canonical
+    dtype: string
+  - name: request_transfers_value
+    dtype: string
+  - name: confirm_destination_canonical
+    dtype: string
+  - name: request_transfers_canonical
+    dtype: string
+  - name: services
+    dtype: string
+  - name: inform_category_value
+    dtype: string
+  - name: request_category_value
+    dtype: string
+  - name: inform_to_location_value
+    dtype: string
+  - name: inform_category_canonical
+    dtype: string
+  - name: request_category_canonical
+    dtype: string
+  - name: inform_travelers_canonical
+    dtype: string
+  - name: inform_from_city_canonical
+    dtype: string
+  - name: inform_fare_value
+    dtype: string
+  - name: inform_count_count_canonical
+    dtype: string
+  - name: confirm_from_location_value
+    dtype: string
+  - name: inform_leaving_time_canonical
+    dtype: string
+  - name: confirm_destination_value
+    dtype: string
+  - name: inform_origin_station_name_canonical
+    dtype: string
+  - name: confirm_additional_luggage_canonical
+    dtype: string
+  - name: dialogue_id
+    dtype: string
+  - name: offer_transfers_value
+    dtype: string
+  - name: inform_transfers_canonical
+    dtype: string
+  - name: inform_transfers_value
+    dtype: string
+  - name: inform_destination_value
+    dtype: string
+  - name: inform_origin_value
+    dtype: string
+  - name: confirm_fare_type_canonical
+    dtype: string
+  - name: confirm_to_location_value
+    dtype: string
+  - name: inform_num_passengers_canonical
+    dtype: string
+  - name: inform_intent_intent_canonical
+    dtype: string
+  - name: inform_from_station_value
+    dtype: string
+  - name: offer_transfers_canonical
+    dtype: string
+  - name: offer_fare_value
+    dtype: string
+  - name: request_departure_date_canonical
+    dtype: string
+  - name: offer_intent_intent_canonical
+    dtype: string
+  - name: inform_from_city_value
+    dtype: string
+  - name: confirm_num_passengers_value
+    dtype: string
+  - name: dialog
+    list:
+    - name: content
+      dtype: string
+    - name: role
+      dtype: string
+  - name: confirm_travelers_canonical
+    dtype: string
+  - name: confirm_to_city_canonical
+    dtype: string
+  - name: inform_fare_canonical
+    dtype: string
+  - name: confirm_group_size_canonical
+    dtype: string
+  - name: inform_count_count_value
+    dtype: string
+  - name: confirm_from_location_canonical
+    dtype: string
+  - name: offer_departure_time_value
+    dtype: string
+  - name: inform_group_size_canonical
+    dtype: string
+  - name: confirm_departure_time_value
+    dtype: string
+  - name: inform_destination_station_name_canonical
+    dtype: string
+  - name: inform_to_station_value
+    dtype: string
+  - name: inform_leaving_time_value
+    dtype: string
+  - name: confirm_from_city_value
+    dtype: string
+  - name: inform_leaving_date_value
+    dtype: string
+  - name: inform_to_station_canonical
+    dtype: string
+  - name: inform_to_city_value
+    dtype: string
+  - name: confirm_group_size_value
+    dtype: string
+  - name: inform_departure_time_value
+    dtype: string
+  - name: inform_to_location_canonical
+    dtype: string
+  - name: inform_fare_type_value
+    dtype: string
+  - name: inform_price_canonical
+    dtype: string
+  - name: inform_origin_canonical
+    dtype: string
+  - name: offer_fare_type_value
+    dtype: string
+  - name: confirm_departure_time_canonical
+    dtype: string
+  - name: inform_travelers_value
+    dtype: string
+  - name: inform_num_passengers_value
+    dtype: string
+  - name: confirm_departure_date_canonical
+    dtype: string
+  - name: inform_departure_date_value
+    dtype: string
+  - name: confirm_leaving_time_canonical
+    dtype: string
+  - name: request_leaving_date_value
+    dtype: string
+  - name: inform_departure_date_canonical
+    dtype: string
+  - name: confirm_to_city_value
+    dtype: string
+  - name: inform_destination_canonical
+    dtype: string
+  - name: inform_additional_luggage_canonical
+    dtype: string
+  - name: confirm_to_location_canonical
+    dtype: string
+  - name: confirm_num_passengers_canonical
+    dtype: string
+  - name: inform_from_location_canonical
+    dtype: string
+  - name: inform_fare_type_canonical
+    dtype: string
+  - name: inform_additional_luggage_value
+    dtype: string
+  - name: confirm_from_city_canonical
+    dtype: string
+  - name: inform_group_size_value
+    dtype: string
+  - name: offer_departure_time_canonical
+    dtype: string
+  - name: confirm_fare_type_value
+    dtype: string
+  - name: request_departure_date_value
+    dtype: string
+  - name: confirm_travelers_value
+    dtype: string
+  - name: offer_fare_type_canonical
+    dtype: string
+  - name: inform_from_location_value
+    dtype: string
+  - name: inform_to_city_canonical
+    dtype: string
+  - name: inform_departure_time_canonical
+    dtype: string
+  - name: confirm_origin_value
+    dtype: string
+  - name: inform_origin_station_name_value
+    dtype: string
+  - name: confirm_origin_canonical
+    dtype: string
+  - name: inform_from_station_canonical
+    dtype: string
+  - name: offer_intent_intent_value
+    dtype: string
+  - name: inform_intent_intent_value
+    dtype: string
+  - name: confirm_leaving_time_value
+    dtype: string
+  - name: offer_price_value
+    dtype: string
+  - name: offer_fare_canonical
+    dtype: string
+  splits:
+  - name: dev
+    num_bytes: 4793149
+    num_examples: 4047
+  - name: test
+    num_bytes: 7414633
+    num_examples: 6189
+  - name: train
+    num_bytes: 31875617
+    num_examples: 26755
+  download_size: 1444992
+  dataset_size: 44083399
+- config_name: Calendar
+  features:
+  - name: inform_event_name_value
+    dtype: string
+  - name: request_event_location_canonical
+    dtype: string
+  - name: confirm_event_name_canonical
+    dtype: string
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+  - name: confirm_event_date_value
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+  - name: dialogue_id
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+  - name: request_event_location_value
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+  - name: inform_event_date_value
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+  - name: inform_event_location_value
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+  - name: inform_event_time_canonical
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+  - name: confirm_event_location_value
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+  - name: services
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+  - name: confirm_event_time_value
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+    - name: role
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+  - name: offer_event_date_canonical
+    dtype: string
+  - name: confirm_event_name_value
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 7133904
+    num_examples: 11425
+  download_size: 273268
+  dataset_size: 7133904
+- config_name: Events
+  features:
+  - name: confirm_city_of_event_canonical
+    dtype: string
+  - name: inform_event_name_value
+    dtype: string
+  - name: inform_number_of_tickets_canonical
+    dtype: string
+  - name: inform_venue_canonical
+    dtype: string
+  - name: inform_address_of_location_canonical
+    dtype: string
+  - name: confirm_event_name_canonical
+    dtype: string
+  - name: inform_count_count_value
+    dtype: string
+  - name: confirm_date_canonical
+    dtype: string
+  - name: inform_venue_value
+    dtype: string
+  - name: request_date_value
+    dtype: string
+  - name: confirm_city_canonical
+    dtype: string
+  - name: offer_event_location_value
+    dtype: string
+  - name: inform_subcategory_canonical
+    dtype: string
+  - name: inform_price_per_ticket_canonical
+    dtype: string
+  - name: dialogue_id
+    dtype: string
+  - name: offer_venue_value
+    dtype: string
+  - name: confirm_city_of_event_value
+    dtype: string
+  - name: inform_event_location_value
+    dtype: string
+  - name: confirm_number_of_tickets_canonical
+    dtype: string
+  - name: offer_event_location_canonical
+    dtype: string
+  - name: inform_subcategory_value
+    dtype: string
+  - name: inform_event_type_canonical
+    dtype: string
+  - name: inform_city_of_event_value
+    dtype: string
+  - name: inform_date_value
+    dtype: string
+  - name: inform_number_of_seats_canonical
+    dtype: string
+  - name: confirm_number_of_seats_value
+    dtype: string
+  - name: inform_event_type_value
+    dtype: string
+  - name: inform_number_of_seats_value
+    dtype: string
+  - name: offer_time_value
+    dtype: string
+  - name: offer_date_canonical
+    dtype: string
+  - name: confirm_number_of_tickets_value
+    dtype: string
+  - name: inform_time_value
+    dtype: string
+  - name: request_date_canonical
+    dtype: string
+  - name: inform_time_canonical
+    dtype: string
+  - name: services
+    dtype: string
+  - name: offer_venue_canonical
+    dtype: string
+  - name: inform_category_value
+    dtype: string
+  - name: inform_city_canonical
+    dtype: string
+  - name: inform_intent_intent_canonical
+    dtype: string
+  - name: offer_date_value
+    dtype: string
+  - name: inform_date_canonical
+    dtype: string
+  - name: request_category_value
+    dtype: string
+  - name: inform_address_of_location_value
+    dtype: string
+  - name: inform_price_per_ticket_value
+    dtype: string
+  - name: request_event_type_canonical
+    dtype: string
+  - name: offer_time_canonical
+    dtype: string
+  - name: inform_number_of_tickets_value
+    dtype: string
+  - name: offer_intent_intent_value
+    dtype: string
+  - name: inform_intent_intent_value
+    dtype: string
+  - name: offer_event_name_canonical
+    dtype: string
+  - name: inform_category_canonical
+    dtype: string
+  - name: inform_event_location_canonical
+    dtype: string
+  - name: offer_intent_intent_canonical
+    dtype: string
+  - name: inform_venue_address_canonical
+    dtype: string
+  - name: request_category_canonical
+    dtype: string
+  - name: dialog
+    list:
+    - name: content
+      dtype: string
+    - name: role
+      dtype: string
+  - name: offer_event_name_value
+    dtype: string
+  - name: inform_event_name_canonical
+    dtype: string
+  - name: request_event_type_value
+    dtype: string
+  - name: inform_city_value
+    dtype: string
+  - name: inform_count_count_canonical
+    dtype: string
+  - name: inform_city_of_event_canonical
+    dtype: string
+  - name: confirm_city_value
+    dtype: string
+  - name: confirm_number_of_seats_canonical
+    dtype: string
+  - name: confirm_date_value
+    dtype: string
+  - name: confirm_event_name_value
+    dtype: string
+  - name: inform_venue_address_value
+    dtype: string
+  splits:
+  - name: dev
+    num_bytes: 4747028
+    num_examples: 5503
+  - name: test
+    num_bytes: 6402719
+    num_examples: 7077
+  - name: train
+    num_bytes: 39133047
+    num_examples: 45674
+  download_size: 1957399
+  dataset_size: 50282794
+- config_name: Flights
+  features:
+  - name: inform_number_of_tickets_canonical
+    dtype: string
+  - name: inform_refundable_value
+    dtype: string
+  - name: inform_price_value
+    dtype: string
+  - name: confirm_outbound_departure_time_value
+    dtype: string
+  - name: offer_origin_city_canonical
+    dtype: string
+  - name: inform_number_stops_canonical
+    dtype: string
+  - name: inform_arrives_next_day_value
+    dtype: string
+  - name: inform_flight_class_canonical
+    dtype: string
+  - name: confirm_departure_date_value
+    dtype: string
+  - name: request_number_stops_canonical
+    dtype: string
+  - name: inform_outbound_departure_time_canonical
+    dtype: string
+  - name: inform_return_date_canonical
+    dtype: string
+  - name: inform_destination_airport_value
+    dtype: string
+  - name: offer_outbound_departure_time_canonical
+    dtype: string
+  - name: confirm_origin_city_canonical
+    dtype: string
+  - name: offer_price_canonical
+    dtype: string
+  - name: offer_airlines_canonical
+    dtype: string
+  - name: confirm_seating_class_value
+    dtype: string
+  - name: inform_number_checked_bags_canonical
+    dtype: string
+  - name: request_airlines_value
+    dtype: string
+  - name: inform_is_redeye_value
+    dtype: string
+  - name: offer_departure_date_canonical
+    dtype: string
+  - name: offer_origin_city_value
+    dtype: string
+  - name: services
+    dtype: string
+  - name: inform_return_date_value
+    dtype: string
+  - name: confirm_origin_city_value
+    dtype: string
+  - name: offer_outbound_departure_time_value
+    dtype: string
+  - name: inform_number_of_tickets_value
+    dtype: string
+  - name: request_passengers_value
+    dtype: string
+  - name: inform_origin_airport_canonical
+    dtype: string
+  - name: offer_destination_city_canonical
+    dtype: string
+  - name: request_airlines_canonical
+    dtype: string
+  - name: inform_destination_airport_name_canonical
+    dtype: string
+  - name: inform_count_count_canonical
+    dtype: string
+  - name: confirm_return_date_canonical
+    dtype: string
+  - name: inform_destination_airport_canonical
+    dtype: string
+  - name: confirm_outbound_departure_time_canonical
+    dtype: string
+  - name: confirm_destination_city_value
+    dtype: string
+  - name: dialogue_id
+    dtype: string
+  - name: request_number_of_tickets_value
+    dtype: string
+  - name: inform_is_redeye_canonical
+    dtype: string
+  - name: inform_destination_value
+    dtype: string
+  - name: inform_origin_value
+    dtype: string
+  - name: request_flight_class_value
+    dtype: string
+  - name: offer_is_nonstop_canonical
+    dtype: string
+  - name: request_flight_class_canonical
+    dtype: string
+  - name: confirm_seating_class_canonical
+    dtype: string
+  - name: request_number_of_tickets_canonical
+    dtype: string
+  - name: inform_passengers_canonical
+    dtype: string
+  - name: inform_intent_intent_canonical
+    dtype: string
+  - name: request_seating_class_value
+    dtype: string
+  - name: inform_destination_airport_name_value
+    dtype: string
+  - name: inform_destination_city_canonical
+    dtype: string
+  - name: confirm_return_date_value
+    dtype: string
+  - name: offer_fare_value
+    dtype: string
+  - name: request_departure_date_canonical
+    dtype: string
+  - name: offer_intent_intent_canonical
+    dtype: string
+  - name: confirm_destination_city_canonical
+    dtype: string
+  - name: offer_departure_date_value
+    dtype: string
+  - name: inform_origin_city_canonical
+    dtype: string
+  - name: dialog
+    list:
+    - name: content
+      dtype: string
+    - name: role
+      dtype: string
+  - name: request_number_checked_bags_value
+    dtype: string
+  - name: inform_seating_class_canonical
+    dtype: string
+  - name: inform_inbound_departure_time_value
+    dtype: string
+  - name: offer_airlines_value
+    dtype: string
+  - name: inform_count_count_value
+    dtype: string
+  - name: inform_seating_class_value
+    dtype: string
+  - name: inform_inbound_arrival_time_canonical
+    dtype: string
+  - name: inform_inbound_arrival_time_value
+    dtype: string
+  - name: confirm_inbound_departure_time_canonical
+    dtype: string
+  - name: confirm_passengers_canonical
+    dtype: string
+  - name: request_return_date_canonical
+    dtype: string
+  - name: offer_number_stops_value
+    dtype: string
+  - name: request_seating_class_canonical
+    dtype: string
+  - name: offer_inbound_departure_time_canonical
+    dtype: string
+  - name: request_number_stops_value
+    dtype: string
+  - name: offer_destination_city_value
+    dtype: string
+  - name: inform_origin_airport_value
+    dtype: string
+  - name: inform_outbound_arrival_time_value
+    dtype: string
+  - name: offer_inbound_departure_time_value
+    dtype: string
+  - name: inform_destination_city_value
+    dtype: string
+  - name: inform_arrives_next_day_canonical
+    dtype: string
+  - name: inform_airlines_canonical
+    dtype: string
+  - name: request_passengers_canonical
+    dtype: string
+  - name: inform_price_canonical
+    dtype: string
+  - name: inform_origin_canonical
+    dtype: string
+  - name: offer_return_date_value
+    dtype: string
+  - name: confirm_inbound_departure_time_value
+    dtype: string
+  - name: offer_is_nonstop_value
+    dtype: string
+  - name: confirm_airlines_canonical
+    dtype: string
+  - name: confirm_departure_date_canonical
+    dtype: string
+  - name: inform_departure_date_value
+    dtype: string
+  - name: inform_airlines_value
+    dtype: string
+  - name: inform_number_stops_value
+    dtype: string
+  - name: inform_number_checked_bags_value
+    dtype: string
+  - name: inform_outbound_departure_time_value
+    dtype: string
+  - name: inform_departure_date_canonical
+    dtype: string
+  - name: inform_destination_canonical
+    dtype: string
+  - name: inform_passengers_value
+    dtype: string
+  - name: inform_flight_class_value
+    dtype: string
+  - name: confirm_passengers_value
+    dtype: string
+  - name: inform_origin_city_value
+    dtype: string
+  - name: request_departure_date_value
+    dtype: string
+  - name: inform_inbound_departure_time_canonical
+    dtype: string
+  - name: offer_return_date_canonical
+    dtype: string
+  - name: inform_origin_airport_name_canonical
+    dtype: string
+  - name: offer_intent_intent_value
+    dtype: string
+  - name: inform_intent_intent_value
+    dtype: string
+  - name: offer_number_stops_canonical
+    dtype: string
+  - name: request_number_checked_bags_canonical
+    dtype: string
+  - name: request_return_date_value
+    dtype: string
+  - name: inform_outbound_arrival_time_canonical
+    dtype: string
+  - name: inform_refundable_canonical
+    dtype: string
+  - name: offer_price_value
+    dtype: string
+  - name: inform_origin_airport_name_value
+    dtype: string
+  - name: confirm_airlines_value
+    dtype: string
+  - name: offer_fare_canonical
+    dtype: string
+  splits:
+  - name: dev
+    num_bytes: 4453480
+    num_examples: 3608
+  - name: test
+    num_bytes: 5313153
+    num_examples: 4151
+  - name: train
+    num_bytes: 47226083
+    num_examples: 37658
+  download_size: 2027464
+  dataset_size: 56992716
+- config_name: Homes
+  features:
+  - name: inform_phone_number_value
+    dtype: string
+  - name: request_visit_date_canonical
+    dtype: string
+  - name: inform_area_canonical
+    dtype: string
+  - name: inform_in_unit_laundry_value
+    dtype: string
+  - name: offer_address_value
+    dtype: string
+  - name: inform_price_value
+    dtype: string
+  - name: inform_count_count_value
+    dtype: string
+  - name: inform_number_of_beds_value
+    dtype: string
+  - name: inform_has_garage_canonical
+    dtype: string
+  - name: inform_pets_allowed_canonical
+    dtype: string
+  - name: inform_furnished_value
+    dtype: string
+  - name: inform_visit_date_value
+    dtype: string
+  - name: inform_furnished_canonical
+    dtype: string
+  - name: confirm_visit_date_canonical
+    dtype: string
+  - name: offer_rent_value
+    dtype: string
+  - name: inform_visit_date_canonical
+    dtype: string
+  - name: inform_address_value
+    dtype: string
+  - name: dialogue_id
+    dtype: string
+  - name: inform_number_of_beds_canonical
+    dtype: string
+  - name: inform_phone_number_canonical
+    dtype: string
+  - name: inform_pets_allowed_value
+    dtype: string
+  - name: request_intent_value
+    dtype: string
+  - name: offer_number_of_beds_canonical
+    dtype: string
+  - name: offer_property_name_value
+    dtype: string
+  - name: request_number_of_baths_canonical
+    dtype: string
+  - name: offer_price_canonical
+    dtype: string
+  - name: offer_property_name_canonical
+    dtype: string
+  - name: offer_number_of_baths_canonical
+    dtype: string
+  - name: offer_number_of_beds_value
+    dtype: string
+  - name: request_number_of_baths_value
+    dtype: string
+  - name: request_number_of_beds_canonical
+    dtype: string
+  - name: confirm_visit_date_value
+    dtype: string
+  - name: inform_intent_canonical
+    dtype: string
+  - name: services
+    dtype: string
+  - name: inform_address_canonical
+    dtype: string
+  - name: inform_intent_intent_canonical
+    dtype: string
+  - name: inform_area_value
+    dtype: string
+  - name: offer_address_canonical
+    dtype: string
+  - name: inform_intent_value
+    dtype: string
+  - name: inform_in_unit_laundry_canonical
+    dtype: string
+  - name: offer_number_of_baths_value
+    dtype: string
+  - name: inform_property_name_value
+    dtype: string
+  - name: offer_intent_intent_value
+    dtype: string
+  - name: inform_price_canonical
+    dtype: string
+  - name: inform_intent_intent_value
+    dtype: string
+  - name: inform_number_of_baths_value
+    dtype: string
+  - name: request_visit_date_value
+    dtype: string
+  - name: offer_intent_intent_canonical
+    dtype: string
+  - name: confirm_property_name_canonical
+    dtype: string
+  - name: inform_property_name_canonical
+    dtype: string
+  - name: dialog
+    list:
+    - name: content
+      dtype: string
+    - name: role
+      dtype: string
+  - name: inform_number_of_baths_canonical
+    dtype: string
+  - name: inform_count_count_canonical
+    dtype: string
+  - name: offer_price_value
+    dtype: string
+  - name: confirm_property_name_value
+    dtype: string
+  - name: offer_rent_canonical
+    dtype: string
+  - name: inform_has_garage_value
+    dtype: string
+  - name: request_intent_canonical
+    dtype: string
+  - name: request_number_of_beds_value
+    dtype: string
+  splits:
+  - name: dev
+    num_bytes: 1983006
+    num_examples: 2468
+  - name: test
+    num_bytes: 2503118
+    num_examples: 3159
+  - name: train
+    num_bytes: 8945117
+    num_examples: 11566
+  download_size: 601795
+  dataset_size: 13431241
+- config_name: Hotels
+  features:
+  - name: inform_price_value
+    dtype: string
+  - name: confirm_check_out_date_value
+    dtype: string
+  - name: inform_pets_welcome_value
+    dtype: string
+  - name: offer_place_name_canonical
+    dtype: string
+  - name: inform_average_rating_value
+    dtype: string
+  - name: confirm_place_name_canonical
+    dtype: string
+  - name: inform_number_of_adults_canonical
+    dtype: string
+  - name: request_star_rating_value
+    dtype: string
+  - name: confirm_destination_canonical
+    dtype: string
+  - name: services
+    dtype: string
+  - name: confirm_hotel_name_canonical
+    dtype: string
+  - name: inform_street_address_canonical
+    dtype: string
+  - name: offer_rating_value
+    dtype: string
+  - name: request_destination_value
+    dtype: string
+  - name: offer_rating_canonical
+    dtype: string
+  - name: inform_total_price_value
+    dtype: string
+  - name: inform_number_of_days_canonical
+    dtype: string
+  - name: inform_count_count_canonical
+    dtype: string
+  - name: inform_where_to_canonical
+    dtype: string
+  - name: inform_number_of_days_value
+    dtype: string
+  - name: inform_smoking_allowed_canonical
+    dtype: string
+  - name: confirm_place_name_value
+    dtype: string
+  - name: confirm_destination_value
+    dtype: string
+  - name: inform_has_laundry_service_canonical
+    dtype: string
+  - name: offer_average_rating_canonical
+    dtype: string
+  - name: inform_rating_value
+    dtype: string
+  - name: inform_number_of_adults_value
+    dtype: string
+  - name: dialogue_id
+    dtype: string
+  - name: inform_total_price_canonical
+    dtype: string
+  - name: confirm_number_of_days_canonical
+    dtype: string
+  - name: inform_check_in_date_value
+    dtype: string
+  - name: request_location_value
+    dtype: string
+  - name: confirm_number_of_adults_canonical
+    dtype: string
+  - name: inform_destination_value
+    dtype: string
+  - name: inform_pets_welcome_canonical
+    dtype: string
+  - name: inform_star_rating_value
+    dtype: string
+  - name: inform_average_rating_canonical
+    dtype: string
+  - name: request_check_out_date_value
+    dtype: string
+  - name: inform_intent_intent_canonical
+    dtype: string
+  - name: inform_where_to_value
+    dtype: string
+  - name: offer_address_canonical
+    dtype: string
+  - name: offer_price_per_night_canonical
+    dtype: string
+  - name: inform_has_laundry_service_value
+    dtype: string
+  - name: offer_intent_intent_canonical
+    dtype: string
+  - name: dialog
+    list:
+    - name: content
+      dtype: string
+    - name: role
+      dtype: string
+  - name: request_check_in_date_canonical
+    dtype: string
+  - name: offer_star_rating_canonical
+    dtype: string
+  - name: confirm_where_to_value
+    dtype: string
+  - name: inform_phone_number_value
+    dtype: string
+  - name: offer_hotel_name_value
+    dtype: string
+  - name: confirm_check_in_date_canonical
+    dtype: string
+  - name: inform_count_count_value
+    dtype: string
+  - name: confirm_number_of_adults_value
+    dtype: string
+  - name: inform_address_value
+    dtype: string
+  - name: inform_hotel_name_value
+    dtype: string
+  - name: inform_has_wifi_value
+    dtype: string
+  - name: request_check_in_date_value
+    dtype: string
+  - name: confirm_number_of_rooms_value
+    dtype: string
+  - name: confirm_number_of_days_value
+    dtype: string
+  - name: inform_smoking_allowed_value
+    dtype: string
+  - name: inform_stay_length_canonical
+    dtype: string
+  - name: inform_check_out_date_value
+    dtype: string
+  - name: request_star_rating_canonical
+    dtype: string
+  - name: inform_address_canonical
+    dtype: string
+  - name: confirm_hotel_name_value
+    dtype: string
+  - name: confirm_number_of_rooms_canonical
+    dtype: string
+  - name: confirm_stay_length_value
+    dtype: string
+  - name: offer_price_per_night_value
+    dtype: string
+  - name: inform_price_per_night_canonical
+    dtype: string
+  - name: confirm_location_canonical
+    dtype: string
+  - name: inform_price_canonical
+    dtype: string
+  - name: request_location_canonical
+    dtype: string
+  - name: inform_check_in_date_canonical
+    dtype: string
+  - name: inform_destination_canonical
+    dtype: string
+  - name: offer_address_value
+    dtype: string
+  - name: inform_street_address_value
+    dtype: string
+  - name: offer_place_name_value
+    dtype: string
+  - name: inform_hotel_name_canonical
+    dtype: string
+  - name: inform_phone_number_canonical
+    dtype: string
+  - name: offer_average_rating_value
+    dtype: string
+  - name: confirm_location_value
+    dtype: string
+  - name: inform_location_value
+    dtype: string
+  - name: request_destination_canonical
+    dtype: string
+  - name: inform_location_canonical
+    dtype: string
+  - name: inform_star_rating_canonical
+    dtype: string
+  - name: inform_has_wifi_canonical
+    dtype: string
+  - name: inform_price_per_night_value
+    dtype: string
+  - name: inform_stay_length_value
+    dtype: string
+  - name: offer_hotel_name_canonical
+    dtype: string
+  - name: inform_rating_canonical
+    dtype: string
+  - name: offer_star_rating_value
+    dtype: string
+  - name: inform_check_out_date_canonical
+    dtype: string
+  - name: request_check_out_date_canonical
+    dtype: string
+  - name: inform_number_of_rooms_canonical
+    dtype: string
+  - name: confirm_check_in_date_value
+    dtype: string
+  - name: offer_intent_intent_value
+    dtype: string
+  - name: inform_intent_intent_value
+    dtype: string
+  - name: confirm_stay_length_canonical
+    dtype: string
+  - name: confirm_where_to_canonical
+    dtype: string
+  - name: confirm_check_out_date_canonical
+    dtype: string
+  - name: inform_number_of_rooms_value
+    dtype: string
+  splits:
+  - name: dev
+    num_bytes: 6746251
+    num_examples: 5943
+  - name: test
+    num_bytes: 11839906
+    num_examples: 10427
+  - name: train
+    num_bytes: 44663763
+    num_examples: 38702
+  download_size: 2103627
+  dataset_size: 63249920
+- config_name: Media
+  features:
+  - name: offer_movie_name_canonical
+    dtype: string
+  - name: inform_starring_value
+    dtype: string
+  - name: inform_title_value
+    dtype: string
+  - name: inform_price_value
+    dtype: string
+  - name: inform_count_count_value
+    dtype: string
+  - name: select_movie_name_value
+    dtype: string
+  - name: offer_movie_name_value
+    dtype: string
+  - name: select_title_value
+    dtype: string
+  - name: confirm_title_value
+    dtype: string
+  - name: inform_subtitles_canonical
+    dtype: string
+  - name: inform_genre_value
+    dtype: string
+  - name: dialogue_id
+    dtype: string
+  - name: inform_title_canonical
+    dtype: string
+  - name: inform_genre_canonical
+    dtype: string
+  - name: inform_directed_by_value
+    dtype: string
+  - name: offer_title_value
+    dtype: string
+  - name: confirm_subtitles_canonical
+    dtype: string
+  - name: inform_subtitle_language_value
+    dtype: string
+  - name: inform_subtitles_value
+    dtype: string
+  - name: inform_subtitle_language_canonical
+    dtype: string
+  - name: select_movie_name_canonical
+    dtype: string
+  - name: services
+    dtype: string
+  - name: inform_intent_intent_canonical
+    dtype: string
+  - name: confirm_movie_name_canonical
+    dtype: string
+  - name: inform_starring_canonical
+    dtype: string
+  - name: offer_intent_intent_value
+    dtype: string
+  - name: inform_director_canonical
+    dtype: string
+  - name: inform_intent_intent_value
+    dtype: string
+  - name: inform_actors_value
+    dtype: string
+  - name: inform_price_canonical
+    dtype: string
+  - name: offer_intent_intent_canonical
+    dtype: string
+  - name: confirm_subtitle_language_canonical
+    dtype: string
+  - name: inform_director_value
+    dtype: string
+  - name: dialog
+    list:
+    - name: content
+      dtype: string
+    - name: role
+      dtype: string
+  - name: confirm_title_canonical
+    dtype: string
+  - name: offer_title_canonical
+    dtype: string
+  - name: select_title_canonical
+    dtype: string
+  - name: confirm_subtitles_value
+    dtype: string
+  - name: inform_directed_by_canonical
+    dtype: string
+  - name: inform_count_count_canonical
+    dtype: string
+  - name: confirm_subtitle_language_value
+    dtype: string
+  - name: confirm_movie_name_value
+    dtype: string
+  - name: inform_actors_canonical
+    dtype: string
+  splits:
+  - name: dev
+    num_bytes: 1235443
+    num_examples: 1955
+  - name: test
+    num_bytes: 2290049
+    num_examples: 3623
+  - name: train
+    num_bytes: 7388667
+    num_examples: 11535
+  download_size: 431783
+  dataset_size: 10914159
+- config_name: Messaging
+  features:
+  - name: inform_contact_name_canonical
+    dtype: string
+  - name: inform_intent_intent_value
+    dtype: string
+  - name: request_location_value
+    dtype: string
+  - name: confirm_location_value
+    dtype: string
+  - name: inform_contact_name_value
+    dtype: string
+  - name: services
+    dtype: string
+  - name: inform_location_value
+    dtype: string
+  - name: dialog
+    list:
+    - name: content
+      dtype: string
+    - name: role
+      dtype: string
+  - name: confirm_contact_name_canonical
+    dtype: string
+  - name: inform_intent_intent_canonical
+    dtype: string
+  - name: inform_location_canonical
+    dtype: string
+  - name: request_location_canonical
+    dtype: string
+  - name: dialogue_id
+    dtype: string
+  - name: confirm_location_canonical
+    dtype: string
+  - name: confirm_contact_name_value
+    dtype: string
+  splits:
+  - name: test
+    num_bytes: 1386813
+    num_examples: 2425
+  download_size: 60389
+  dataset_size: 1386813
+- config_name: Movies
+  features:
+  - name: inform_number_of_tickets_canonical
+    dtype: string
+  - name: inform_starring_value
+    dtype: string
+  - name: request_show_type_value
+    dtype: string
+  - name: offer_movie_name_canonical
+    dtype: string
+  - name: inform_price_value
+    dtype: string
+  - name: offer_aggregate_rating_value
+    dtype: string
+  - name: inform_count_count_value
+    dtype: string
+  - name: inform_street_address_value
+    dtype: string
+  - name: offer_movie_title_value
+    dtype: string
+  - name: select_movie_name_value
+    dtype: string
+  - name: confirm_show_date_value
+    dtype: string
+  - name: offer_movie_name_value
+    dtype: string
+  - name: inform_cast_value
+    dtype: string
+  - name: inform_movie_name_canonical
+    dtype: string
+  - name: confirm_show_type_value
+    dtype: string
+  - name: inform_genre_value
+    dtype: string
+  - name: offer_movie_title_canonical
+    dtype: string
+  - name: dialogue_id
+    dtype: string
+  - name: inform_show_date_value
+    dtype: string
+  - name: confirm_show_type_canonical
+    dtype: string
+  - name: inform_theater_name_canonical
+    dtype: string
+  - name: offer_theater_name_canonical
+    dtype: string
+  - name: request_show_date_value
+    dtype: string
+  - name: offer_show_time_value
+    dtype: string
+  - name: request_location_value
+    dtype: string
+  - name: confirm_location_value
+    dtype: string
+  - name: confirm_number_of_tickets_canonical
+    dtype: string
+  - name: inform_location_value
+    dtype: string
+  - name: inform_genre_canonical
+    dtype: string
+  - name: inform_location_canonical
+    dtype: string
+  - name: offer_percent_rating_canonical
+    dtype: string
+  - name: offer_title_value
+    dtype: string
+  - name: inform_directed_by_value
+    dtype: string
+  - name: offer_aggregate_rating_canonical
+    dtype: string
+  - name: request_show_date_canonical
+    dtype: string
+  - name: offer_show_time_canonical
+    dtype: string
+  - name: confirm_show_time_value
+    dtype: string
+  - name: inform_show_time_value
+    dtype: string
+  - name: confirm_number_of_tickets_value
+    dtype: string
+  - name: confirm_show_date_canonical
+    dtype: string
+  - name: select_movie_name_canonical
+    dtype: string
+  - name: services
+    dtype: string
+  - name: inform_show_time_canonical
+    dtype: string
+  - name: inform_show_type_canonical
+    dtype: string
+  - name: inform_intent_intent_canonical
+    dtype: string
+  - name: inform_starring_canonical
+    dtype: string
+  - name: inform_show_date_canonical
+    dtype: string
+  - name: confirm_movie_name_canonical
+    dtype: string
+  - name: inform_show_type_value
+    dtype: string
+  - name: inform_street_address_canonical
+    dtype: string
+  - name: offer_percent_rating_value
+    dtype: string
+  - name: inform_number_of_tickets_value
+    dtype: string
+  - name: confirm_location_canonical
+    dtype: string
+  - name: request_show_type_canonical
+    dtype: string
+  - name: inform_director_canonical
+    dtype: string
+  - name: inform_price_canonical
+    dtype: string
+  - name: inform_intent_intent_value
+    dtype: string
+  - name: inform_theater_name_value
+    dtype: string
+  - name: offer_intent_intent_value
+    dtype: string
+  - name: offer_theater_name_value
+    dtype: string
+  - name: confirm_show_time_canonical
+    dtype: string
+  - name: offer_intent_intent_canonical
+    dtype: string
+  - name: inform_movie_name_value
+    dtype: string
+  - name: inform_director_value
+    dtype: string
+  - name: dialog
+    list:
+    - name: content
+      dtype: string
+    - name: role
+      dtype: string
+  - name: offer_title_canonical
+    dtype: string
+  - name: inform_directed_by_canonical
+    dtype: string
+  - name: inform_count_count_canonical
+    dtype: string
+  - name: request_location_canonical
+    dtype: string
+  - name: inform_cast_canonical
+    dtype: string
+  - name: confirm_movie_name_value
+    dtype: string
+  splits:
+  - name: dev
+    num_bytes: 582222
+    num_examples: 777
+  - name: test
+    num_bytes: 3691302
+    num_examples: 4403
+  - name: train
+    num_bytes: 14232317
+    num_examples: 16060
+  download_size: 726732
+  dataset_size: 18505841
+- config_name: Music
+  features:
+  - name: request_year_canonical
+    dtype: string
+  - name: inform_album_value
+    dtype: string
+  - name: inform_count_count_value
+    dtype: string
+  - name: request_year_value
+    dtype: string
+  - name: offer_track_value
+    dtype: string
+  - name: inform_genre_value
+    dtype: string
+  - name: confirm_playback_device_canonical
+    dtype: string
+  - name: dialogue_id
+    dtype: string
+  - name: confirm_track_value
+    dtype: string
+  - name: inform_year_canonical
+    dtype: string
+  - name: offer_track_canonical
+    dtype: string
+  - name: inform_device_value
+    dtype: string
+  - name: confirm_song_name_value
+    dtype: string
+  - name: inform_genre_canonical
+    dtype: string
+  - name: confirm_playback_device_value
+    dtype: string
+  - name: confirm_device_value
+    dtype: string
+  - name: inform_playback_device_value
+    dtype: string
+  - name: services
+    dtype: string
+  - name: offer_song_name_value
+    dtype: string
+  - name: offer_artist_value
+    dtype: string
+  - name: offer_song_name_canonical
+    dtype: string
+  - name: inform_song_name_value
+    dtype: string
+  - name: inform_intent_intent_canonical
+    dtype: string
+  - name: inform_song_name_canonical
+    dtype: string
+  - name: inform_device_canonical
+    dtype: string
+  - name: offer_artist_canonical
+    dtype: string
+  - name: inform_artist_canonical
+    dtype: string
+  - name: offer_intent_intent_value
+    dtype: string
+  - name: inform_intent_intent_value
+    dtype: string
+  - name: inform_year_value
+    dtype: string
+  - name: confirm_device_canonical
+    dtype: string
+  - name: offer_intent_intent_canonical
+    dtype: string
+  - name: inform_artist_value
+    dtype: string
+  - name: dialog
+    list:
+    - name: content
+      dtype: string
+    - name: role
+      dtype: string
+  - name: offer_album_value
+    dtype: string
+  - name: confirm_song_name_canonical
+    dtype: string
+  - name: inform_playback_device_canonical
+    dtype: string
+  - name: inform_count_count_canonical
+    dtype: string
+  - name: offer_album_canonical
+    dtype: string
+  - name: inform_album_canonical
+    dtype: string
+  - name: confirm_track_canonical
+    dtype: string
+  splits:
+  - name: dev
+    num_bytes: 1475098
+    num_examples: 2419
+  - name: test
+    num_bytes: 2486215
+    num_examples: 4075
+  - name: train
+    num_bytes: 9351223
+    num_examples: 14845
+  download_size: 653872
+  dataset_size: 13312536
+- config_name: Payment
+  features:
+  - name: confirm_amount_canonical
+    dtype: string
+  - name: confirm_receiver_value
+    dtype: string
+  - name: inform_payment_method_canonical
+    dtype: string
+  - name: confirm_private_visibility_canonical
+    dtype: string
+  - name: inform_amount_canonical
+    dtype: string
+  - name: request_payment_method_canonical
+    dtype: string
+  - name: dialogue_id
+    dtype: string
+  - name: confirm_amount_value
+    dtype: string
+  - name: inform_private_visibility_canonical
+    dtype: string
+  - name: confirm_payment_method_value
+    dtype: string
+  - name: inform_receiver_value
+    dtype: string
+  - name: services
+    dtype: string
+  - name: inform_intent_intent_canonical
+    dtype: string
+  - name: request_payment_method_value
+    dtype: string
+  - name: confirm_payment_method_canonical
+    dtype: string
+  - name: inform_intent_intent_value
+    dtype: string
+  - name: confirm_receiver_canonical
+    dtype: string
+  - name: inform_private_visibility_value
+    dtype: string
+  - name: dialog
+    list:
+    - name: content
+      dtype: string
+    - name: role
+      dtype: string
+  - name: confirm_private_visibility_value
+    dtype: string
+  - name: inform_payment_method_value
+    dtype: string
+  - name: inform_receiver_canonical
+    dtype: string
+  - name: inform_amount_value
+    dtype: string
+  splits:
+  - name: test
+    num_bytes: 1148166
+    num_examples: 2038
+  download_size: 44482
+  dataset_size: 1148166
+- config_name: RentalCars
+  features:
+  - name: request_city_canonical
+    dtype: string
+  - name: confirm_end_date_value
+    dtype: string
+  - name: offer_pickup_date_value
+    dtype: string
+  - name: inform_end_date_canonical
+    dtype: string
+  - name: inform_car_type_canonical
+    dtype: string
+  - name: confirm_type_canonical
+    dtype: string
+  - name: inform_end_date_value
+    dtype: string
+  - name: inform_price_per_day_value
+    dtype: string
+  - name: confirm_add_insurance_canonical
+    dtype: string
+  - name: services
+    dtype: string
+  - name: confirm_pickup_location_canonical
+    dtype: string
+  - name: offer_price_per_day_value
+    dtype: string
+  - name: offer_start_date_canonical
+    dtype: string
+  - name: inform_pickup_city_value
+    dtype: string
+  - name: offer_type_value
+    dtype: string
+  - name: inform_type_canonical
+    dtype: string
+  - name: request_type_value
+    dtype: string
+  - name: offer_type_canonical
+    dtype: string
+  - name: inform_total_price_value
+    dtype: string
+  - name: inform_city_value
+    dtype: string
+  - name: request_car_type_canonical
+    dtype: string
+  - name: inform_count_count_canonical
+    dtype: string
+  - name: offer_car_type_canonical
+    dtype: string
+  - name: request_pickup_location_value
+    dtype: string
+  - name: request_dropoff_date_canonical
+    dtype: string
+  - name: request_dropoff_date_value
+    dtype: string
+  - name: confirm_pickup_time_canonical
+    dtype: string
+  - name: inform_dropoff_date_value
+    dtype: string
+  - name: confirm_end_date_canonical
+    dtype: string
+  - name: inform_pickup_date_canonical
+    dtype: string
+  - name: dialogue_id
+    dtype: string
+  - name: inform_total_price_canonical
+    dtype: string
+  - name: confirm_type_value
+    dtype: string
+  - name: inform_type_value
+    dtype: string
+  - name: request_pickup_location_canonical
+    dtype: string
+  - name: offer_car_type_value
+    dtype: string
+  - name: request_pickup_date_canonical
+    dtype: string
+  - name: inform_car_name_canonical
+    dtype: string
+  - name: inform_car_name_value
+    dtype: string
+  - name: inform_city_canonical
+    dtype: string
+  - name: inform_intent_intent_canonical
+    dtype: string
+  - name: confirm_pickup_time_value
+    dtype: string
+  - name: inform_pickup_location_value
+    dtype: string
+  - name: request_type_canonical
+    dtype: string
+  - name: confirm_car_type_value
+    dtype: string
+  - name: offer_intent_intent_canonical
+    dtype: string
+  - name: request_pickup_city_canonical
+    dtype: string
+  - name: dialog
+    list:
+    - name: content
+      dtype: string
+    - name: role
+      dtype: string
+  - name: request_start_date_value
+    dtype: string
+  - name: inform_pickup_time_value
+    dtype: string
+  - name: request_start_date_canonical
+    dtype: string
+  - name: inform_count_count_value
+    dtype: string
+  - name: request_pickup_city_value
+    dtype: string
+  - name: request_city_value
+    dtype: string
+  - name: confirm_car_type_canonical
+    dtype: string
+  - name: inform_pickup_time_canonical
+    dtype: string
+  - name: offer_car_name_value
+    dtype: string
+  - name: inform_price_per_day_canonical
+    dtype: string
+  - name: inform_add_insurance_value
+    dtype: string
+  - name: confirm_start_date_canonical
+    dtype: string
+  - name: inform_pickup_location_canonical
+    dtype: string
+  - name: confirm_pickup_date_value
+    dtype: string
+  - name: inform_pickup_date_value
+    dtype: string
+  - name: offer_car_name_canonical
+    dtype: string
+  - name: confirm_dropoff_date_value
+    dtype: string
+  - name: confirm_start_date_value
+    dtype: string
+  - name: offer_start_date_value
+    dtype: string
+  - name: inform_pickup_city_canonical
+    dtype: string
+  - name: inform_start_date_canonical
+    dtype: string
+  - name: request_pickup_date_value
+    dtype: string
+  - name: offer_total_price_value
+    dtype: string
+  - name: confirm_add_insurance_value
+    dtype: string
+  - name: inform_start_date_value
+    dtype: string
+  - name: confirm_pickup_date_canonical
+    dtype: string
+  - name: offer_total_price_canonical
+    dtype: string
+  - name: offer_pickup_location_value
+    dtype: string
+  - name: confirm_dropoff_date_canonical
+    dtype: string
+  - name: offer_price_per_day_canonical
+    dtype: string
+  - name: confirm_pickup_location_value
+    dtype: string
+  - name: offer_intent_intent_value
+    dtype: string
+  - name: inform_intent_intent_value
+    dtype: string
+  - name: inform_add_insurance_canonical
+    dtype: string
+  - name: inform_car_type_value
+    dtype: string
+  - name: request_car_type_value
+    dtype: string
+  - name: inform_dropoff_date_canonical
+    dtype: string
+  - name: offer_pickup_location_canonical
+    dtype: string
+  - name: offer_pickup_date_canonical
+    dtype: string
+  splits:
+  - name: dev
+    num_bytes: 5630070
+    num_examples: 5307
+  - name: test
+    num_bytes: 8665045
+    num_examples: 7978
+  - name: train
+    num_bytes: 23130420
+    num_examples: 21878
+  download_size: 1274804
+  dataset_size: 37425535
+- config_name: Restaurants
+  features:
+  - name: confirm_date_canonical
+    dtype: string
+  - name: request_cuisine_value
+    dtype: string
+  - name: offer_party_size_value
+    dtype: string
+  - name: offer_city_canonical
+    dtype: string
+  - name: inform_date_value
+    dtype: string
+  - name: offer_location_value
+    dtype: string
+  - name: inform_number_of_seats_value
+    dtype: string
+  - name: inform_restaurant_name_canonical
+    dtype: string
+  - name: services
+    dtype: string
+  - name: inform_category_value
+    dtype: string
+  - name: inform_date_canonical
+    dtype: string
+  - name: inform_street_address_canonical
+    dtype: string
+  - name: offer_number_of_seats_value
+    dtype: string
+  - name: offer_time_canonical
+    dtype: string
+  - name: inform_category_canonical
+    dtype: string
+  - name: offer_number_of_seats_canonical
+    dtype: string
+  - name: inform_city_value
+    dtype: string
+  - name: inform_count_count_canonical
+    dtype: string
+  - name: confirm_restaurant_name_canonical
+    dtype: string
+  - name: inform_cuisine_canonical
+    dtype: string
+  - name: inform_rating_value
+    dtype: string
+  - name: dialogue_id
+    dtype: string
+  - name: request_price_range_canonical
+    dtype: string
+  - name: offer_time_value
+    dtype: string
+  - name: inform_time_canonical
+    dtype: string
+  - name: offer_city_value
+    dtype: string
+  - name: inform_city_canonical
+    dtype: string
+  - name: inform_intent_intent_canonical
+    dtype: string
+  - name: request_price_range_value
+    dtype: string
+  - name: inform_has_live_music_value
+    dtype: string
+  - name: inform_party_size_canonical
+    dtype: string
+  - name: confirm_party_size_canonical
+    dtype: string
+  - name: request_cuisine_canonical
+    dtype: string
+  - name: offer_intent_intent_canonical
+    dtype: string
+  - name: dialog
+    list:
+    - name: content
+      dtype: string
+    - name: role
+      dtype: string
+  - name: confirm_number_of_seats_canonical
+    dtype: string
+  - name: inform_phone_number_value
+    dtype: string
+  - name: inform_count_count_value
+    dtype: string
+  - name: inform_party_size_value
+    dtype: string
+  - name: inform_address_value
+    dtype: string
+  - name: inform_serves_alcohol_canonical
+    dtype: string
+  - name: inform_has_seating_outdoors_canonical
+    dtype: string
+  - name: offer_location_canonical
+    dtype: string
+  - name: offer_date_canonical
+    dtype: string
+  - name: inform_restaurant_name_value
+    dtype: string
+  - name: inform_time_value
+    dtype: string
+  - name: inform_address_canonical
+    dtype: string
+  - name: offer_date_value
+    dtype: string
+  - name: offer_restaurant_name_canonical
+    dtype: string
+  - name: confirm_time_canonical
+    dtype: string
+  - name: confirm_location_canonical
+    dtype: string
+  - name: inform_has_vegetarian_options_value
+    dtype: string
+  - name: inform_serves_alcohol_value
+    dtype: string
+  - name: confirm_restaurant_name_value
+    dtype: string
+  - name: inform_price_range_canonical
+    dtype: string
+  - name: inform_has_seating_outdoors_value
+    dtype: string
+  - name: confirm_city_value
+    dtype: string
+  - name: inform_has_vegetarian_options_canonical
+    dtype: string
+  - name: confirm_date_value
+    dtype: string
+  - name: offer_party_size_canonical
+    dtype: string
+  - name: confirm_party_size_value
+    dtype: string
+  - name: inform_street_address_value
+    dtype: string
+  - name: confirm_city_canonical
+    dtype: string
+  - name: inform_cuisine_value
+    dtype: string
+  - name: inform_phone_number_canonical
+    dtype: string
+  - name: confirm_location_value
+    dtype: string
+  - name: inform_location_value
+    dtype: string
+  - name: inform_location_canonical
+    dtype: string
+  - name: inform_number_of_seats_canonical
+    dtype: string
+  - name: confirm_number_of_seats_value
+    dtype: string
+  - name: inform_rating_canonical
+    dtype: string
+  - name: inform_price_range_value
+    dtype: string
+  - name: confirm_time_value
+    dtype: string
+  - name: inform_has_live_music_canonical
+    dtype: string
+  - name: offer_intent_intent_value
+    dtype: string
+  - name: inform_intent_intent_value
+    dtype: string
+  - name: offer_restaurant_name_value
+    dtype: string
+  splits:
+  - name: dev
+    num_bytes: 5051571
+    num_examples: 5078
+  - name: test
+    num_bytes: 6483770
+    num_examples: 6510
+  - name: train
+    num_bytes: 33816064
+    num_examples: 34378
+  download_size: 1749970
+  dataset_size: 45351405
+- config_name: RideSharing
+  features:
+  - name: inform_destination_canonical
+    dtype: string
+  - name: confirm_destination_value
+    dtype: string
+  - name: confirm_shared_ride_canonical
+    dtype: string
+  - name: request_ride_type_canonical
+    dtype: string
+  - name: dialogue_id
+    dtype: string
+  - name: inform_ride_fare_value
+    dtype: string
+  - name: inform_approximate_ride_duration_value
+    dtype: string
+  - name: inform_destination_value
+    dtype: string
+  - name: request_destination_canonical
+    dtype: string
+  - name: confirm_ride_type_value
+    dtype: string
+  - name: inform_number_of_riders_value
+    dtype: string
+  - name: confirm_number_of_riders_value
+    dtype: string
+  - name: inform_ride_type_value
+    dtype: string
+  - name: inform_number_of_seats_canonical
+    dtype: string
+  - name: confirm_number_of_seats_value
+    dtype: string
+  - name: inform_number_of_seats_value
+    dtype: string
+  - name: confirm_shared_ride_value
+    dtype: string
+  - name: confirm_destination_canonical
+    dtype: string
+  - name: services
+    dtype: string
+  - name: inform_wait_time_canonical
+    dtype: string
+  - name: inform_intent_intent_canonical
+    dtype: string
+  - name: confirm_ride_type_canonical
+    dtype: string
+  - name: inform_wait_time_value
+    dtype: string
+  - name: inform_ride_type_canonical
+    dtype: string
+  - name: inform_intent_intent_value
+    dtype: string
+  - name: request_ride_type_value
+    dtype: string
+  - name: request_destination_value
+    dtype: string
+  - name: inform_shared_ride_canonical
+    dtype: string
+  - name: dialog
+    list:
+    - name: content
+      dtype: string
+    - name: role
+      dtype: string
+  - name: inform_ride_fare_canonical
+    dtype: string
+  - name: inform_shared_ride_value
+    dtype: string
+  - name: inform_approximate_ride_duration_canonical
+    dtype: string
+  - name: confirm_number_of_seats_canonical
+    dtype: string
+  - name: confirm_number_of_riders_canonical
+    dtype: string
+  - name: inform_number_of_riders_canonical
+    dtype: string
+  splits:
+  - name: dev
+    num_bytes: 1503775
+    num_examples: 2595
+  - name: test
+    num_bytes: 1473147
+    num_examples: 2413
+  - name: train
+    num_bytes: 10115355
+    num_examples: 16690
+  download_size: 491568
+  dataset_size: 13092277
+- config_name: Services
+  features:
+  - name: inform_phone_number_value
+    dtype: string
+  - name: inform_appointment_time_canonical
+    dtype: string
+  - name: offer_therapist_name_value
+    dtype: string
+  - name: inform_appointment_time_value
+    dtype: string
+  - name: confirm_stylist_name_canonical
+    dtype: string
+  - name: inform_count_count_value
+    dtype: string
+  - name: confirm_doctor_name_canonical
+    dtype: string
+  - name: inform_street_address_value
+    dtype: string
+  - name: request_city_canonical
+    dtype: string
+  - name: confirm_appointment_time_canonical
+    dtype: string
+  - name: request_city_value
+    dtype: string
+  - name: confirm_dentist_name_value
+    dtype: string
+  - name: confirm_dentist_name_canonical
+    dtype: string
+  - name: inform_is_unisex_canonical
+    dtype: string
+  - name: inform_address_value
+    dtype: string
+  - name: request_appointment_date_value
+    dtype: string
+  - name: inform_stylist_name_canonical
+    dtype: string
+  - name: dialogue_id
+    dtype: string
+  - name: inform_type_value
+    dtype: string
+  - name: inform_dentist_name_canonical
+    dtype: string
+  - name: inform_phone_number_canonical
+    dtype: string
+  - name: offer_appointment_time_value
+    dtype: string
+  - name: inform_average_rating_value
+    dtype: string
+  - name: inform_stylist_name_value
+    dtype: string
+  - name: offer_appointment_date_canonical
+    dtype: string
+  - name: offer_city_canonical
+    dtype: string
+  - name: inform_dentist_name_value
+    dtype: string
+  - name: inform_is_unisex_value
+    dtype: string
+  - name: offer_stylist_name_value
+    dtype: string
+  - name: confirm_therapist_name_canonical
+    dtype: string
+  - name: offer_stylist_name_canonical
+    dtype: string
+  - name: inform_average_rating_canonical
+    dtype: string
+  - name: inform_offers_cosmetic_services_value
+    dtype: string
+  - name: offer_dentist_name_canonical
+    dtype: string
+  - name: offer_therapist_name_canonical
+    dtype: string
+  - name: inform_appointment_date_canonical
+    dtype: string
+  - name: inform_offers_cosmetic_services_canonical
+    dtype: string
+  - name: offer_doctor_name_canonical
+    dtype: string
+  - name: confirm_therapist_name_value
+    dtype: string
+  - name: offer_appointment_time_canonical
+    dtype: string
+  - name: inform_appointment_date_value
+    dtype: string
+  - name: services
+    dtype: string
+  - name: offer_city_value
+    dtype: string
+  - name: inform_address_canonical
+    dtype: string
+  - name: inform_doctor_name_value
+    dtype: string
+  - name: inform_city_canonical
+    dtype: string
+  - name: inform_intent_intent_canonical
+    dtype: string
+  - name: confirm_stylist_name_value
+    dtype: string
+  - name: request_appointment_date_canonical
+    dtype: string
+  - name: inform_street_address_canonical
+    dtype: string
+  - name: confirm_appointment_time_value
+    dtype: string
+  - name: confirm_doctor_name_value
+    dtype: string
+  - name: inform_doctor_name_canonical
+    dtype: string
+  - name: offer_intent_intent_value
+    dtype: string
+  - name: confirm_appointment_date_value
+    dtype: string
+  - name: inform_intent_intent_value
+    dtype: string
+  - name: request_type_canonical
+    dtype: string
+  - name: inform_type_canonical
+    dtype: string
+  - name: offer_type_value
+    dtype: string
+  - name: confirm_appointment_date_canonical
+    dtype: string
+  - name: offer_appointment_date_value
+    dtype: string
+  - name: offer_intent_intent_canonical
+    dtype: string
+  - name: request_type_value
+    dtype: string
+  - name: offer_dentist_name_value
+    dtype: string
+  - name: offer_doctor_name_value
+    dtype: string
+  - name: dialog
+    list:
+    - name: content
+      dtype: string
+    - name: role
+      dtype: string
+  - name: offer_type_canonical
+    dtype: string
+  - name: inform_city_value
+    dtype: string
+  - name: inform_count_count_canonical
+    dtype: string
+  splits:
+  - name: dev
+    num_bytes: 3403656
+    num_examples: 3598
+  - name: test
+    num_bytes: 9894104
+    num_examples: 10664
+  - name: train
+    num_bytes: 27877960
+    num_examples: 30139
+  download_size: 1562147
+  dataset_size: 41175720
+- config_name: Trains
+  features:
+  - name: inform_to_value
+    dtype: string
+  - name: inform_count_count_value
+    dtype: string
+  - name: inform_trip_protection_value
+    dtype: string
+  - name: inform_from_canonical
+    dtype: string
+  - name: confirm_number_of_adults_value
+    dtype: string
+  - name: inform_to_canonical
+    dtype: string
+  - name: offer_total_canonical
+    dtype: string
+  - name: inform_number_of_adults_value
+    dtype: string
+  - name: dialogue_id
+    dtype: string
+  - name: confirm_to_canonical
+    dtype: string
+  - name: confirm_number_of_adults_canonical
+    dtype: string
+  - name: inform_number_of_adults_canonical
+    dtype: string
+  - name: inform_to_station_value
+    dtype: string
+  - name: confirm_class_value
+    dtype: string
+  - name: confirm_class_canonical
+    dtype: string
+  - name: offer_journey_start_time_canonical
+    dtype: string
+  - name: offer_total_value
+    dtype: string
+  - name: inform_class_value
+    dtype: string
+  - name: inform_to_station_canonical
+    dtype: string
+  - name: inform_class_canonical
+    dtype: string
+  - name: confirm_journey_start_time_canonical
+    dtype: string
+  - name: services
+    dtype: string
+  - name: inform_intent_intent_canonical
+    dtype: string
+  - name: offer_journey_start_time_value
+    dtype: string
+  - name: confirm_date_of_journey_value
+    dtype: string
+  - name: inform_date_of_journey_value
+    dtype: string
+  - name: confirm_date_of_journey_canonical
+    dtype: string
+  - name: inform_from_station_value
+    dtype: string
+  - name: confirm_to_value
+    dtype: string
+  - name: confirm_trip_protection_value
+    dtype: string
+  - name: inform_from_station_canonical
+    dtype: string
+  - name: offer_intent_intent_value
+    dtype: string
+  - name: inform_date_of_journey_canonical
+    dtype: string
+  - name: inform_intent_intent_value
+    dtype: string
+  - name: inform_trip_protection_canonical
+    dtype: string
+  - name: confirm_trip_protection_canonical
+    dtype: string
+  - name: offer_intent_intent_canonical
+    dtype: string
+  - name: inform_from_value
+    dtype: string
+  - name: dialog
+    list:
+    - name: content
+      dtype: string
+    - name: role
+      dtype: string
+  - name: confirm_from_canonical
+    dtype: string
+  - name: request_date_of_journey_canonical
+    dtype: string
+  - name: request_date_of_journey_value
+    dtype: string
+  - name: inform_count_count_canonical
+    dtype: string
+  - name: confirm_from_value
+    dtype: string
+  - name: confirm_journey_start_time_value
+    dtype: string
+  splits:
+  - name: test
+    num_bytes: 3276806
+    num_examples: 4674
+  download_size: 127334
+  dataset_size: 3276806
+- config_name: Travel
+  features:
+  - name: inform_phone_number_value
+    dtype: string
+  - name: inform_count_count_value
+    dtype: string
+  - name: offer_category_value
+    dtype: string
+  - name: inform_good_for_kids_value
+    dtype: string
+  - name: dialogue_id
+    dtype: string
+  - name: offer_attraction_name_value
+    dtype: string
+  - name: inform_phone_number_canonical
+    dtype: string
+  - name: inform_location_value
+    dtype: string
+  - name: inform_location_canonical
+    dtype: string
+  - name: offer_attraction_name_canonical
+    dtype: string
+  - name: services
+    dtype: string
+  - name: inform_good_for_kids_canonical
+    dtype: string
+  - name: inform_category_value
+    dtype: string
+  - name: inform_intent_intent_canonical
+    dtype: string
+  - name: offer_category_canonical
+    dtype: string
+  - name: inform_intent_intent_value
+    dtype: string
+  - name: inform_category_canonical
+    dtype: string
+  - name: inform_free_entry_canonical
+    dtype: string
+  - name: dialog
+    list:
+    - name: content
+      dtype: string
+    - name: role
+      dtype: string
+  - name: inform_count_count_canonical
+    dtype: string
+  - name: inform_free_entry_value
+    dtype: string
+  splits:
+  - name: dev
+    num_bytes: 873816
+    num_examples: 1896
+  - name: test
+    num_bytes: 2017903
+    num_examples: 3776
+  - name: train
+    num_bytes: 6116157
+    num_examples: 11790
+  download_size: 341248
+  dataset_size: 9007876
+- config_name: Weather
+  features:
+  - name: inform_count_count_value
+    dtype: string
+  - name: inform_wind_value
+    dtype: string
+  - name: request_city_canonical
+    dtype: string
+  - name: request_city_value
+    dtype: string
+  - name: dialogue_id
+    dtype: string
+  - name: offer_temperature_value
+    dtype: string
+  - name: inform_humidity_canonical
+    dtype: string
+  - name: inform_wind_canonical
+    dtype: string
+  - name: inform_date_value
+    dtype: string
+  - name: services
+    dtype: string
+  - name: offer_temperature_canonical
+    dtype: string
+  - name: inform_city_canonical
+    dtype: string
+  - name: inform_intent_intent_canonical
+    dtype: string
+  - name: inform_date_canonical
+    dtype: string
+  - name: inform_humidity_value
+    dtype: string
+  - name: offer_precipitation_value
+    dtype: string
+  - name: inform_intent_intent_value
+    dtype: string
+  - name: dialog
+    list:
+    - name: content
+      dtype: string
+    - name: role
+      dtype: string
+  - name: inform_city_value
+    dtype: string
+  - name: offer_precipitation_canonical
+    dtype: string
+  - name: inform_count_count_canonical
+    dtype: string
+  splits:
+  - name: dev
+    num_bytes: 886333
+    num_examples: 2057
+  - name: test
+    num_bytes: 1145409
+    num_examples: 2604
+  - name: train
+    num_bytes: 2224810
+    num_examples: 4763
+  download_size: 180417
+  dataset_size: 4256552
 - config_name: flights
   features:
   - name: conversation_id
@@ -225,6 +2763,146 @@ dataset_info:
   download_size: 1706787
   dataset_size: 6343095
 configs:
+- config_name: Alarm
+  data_files:
+  - split: dev
+    path: Alarm/dev-*
+  - split: test
+    path: Alarm/test-*
+- config_name: Banks
+  data_files:
+  - split: dev
+    path: Banks/dev-*
+  - split: train
+    path: Banks/train-*
+- config_name: Buses
+  data_files:
+  - split: dev
+    path: Buses/dev-*
+  - split: test
+    path: Buses/test-*
+  - split: train
+    path: Buses/train-*
+- config_name: Calendar
+  data_files:
+  - split: train
+    path: Calendar/train-*
+- config_name: Events
+  data_files:
+  - split: dev
+    path: Events/dev-*
+  - split: test
+    path: Events/test-*
+  - split: train
+    path: Events/train-*
+- config_name: Flights
+  data_files:
+  - split: dev
+    path: Flights/dev-*
+  - split: test
+    path: Flights/test-*
+  - split: train
+    path: Flights/train-*
+- config_name: Homes
+  data_files:
+  - split: dev
+    path: Homes/dev-*
+  - split: test
+    path: Homes/test-*
+  - split: train
+    path: Homes/train-*
+- config_name: Hotels
+  data_files:
+  - split: dev
+    path: Hotels/dev-*
+  - split: test
+    path: Hotels/test-*
+  - split: train
+    path: Hotels/train-*
+- config_name: Media
+  data_files:
+  - split: dev
+    path: Media/dev-*
+  - split: test
+    path: Media/test-*
+  - split: train
+    path: Media/train-*
+- config_name: Messaging
+  data_files:
+  - split: test
+    path: Messaging/test-*
+- config_name: Movies
+  data_files:
+  - split: dev
+    path: Movies/dev-*
+  - split: test
+    path: Movies/test-*
+  - split: train
+    path: Movies/train-*
+- config_name: Music
+  data_files:
+  - split: dev
+    path: Music/dev-*
+  - split: test
+    path: Music/test-*
+  - split: train
+    path: Music/train-*
+- config_name: Payment
+  data_files:
+  - split: test
+    path: Payment/test-*
+- config_name: RentalCars
+  data_files:
+  - split: dev
+    path: RentalCars/dev-*
+  - split: test
+    path: RentalCars/test-*
+  - split: train
+    path: RentalCars/train-*
+- config_name: Restaurants
+  data_files:
+  - split: dev
+    path: Restaurants/dev-*
+  - split: test
+    path: Restaurants/test-*
+  - split: train
+    path: Restaurants/train-*
+- config_name: RideSharing
+  data_files:
+  - split: dev
+    path: RideSharing/dev-*
+  - split: test
+    path: RideSharing/test-*
+  - split: train
+    path: RideSharing/train-*
+- config_name: Services
+  data_files:
+  - split: dev
+    path: Services/dev-*
+  - split: test
+    path: Services/test-*
+  - split: train
+    path: Services/train-*
+- config_name: Trains
+  data_files:
+  - split: test
+    path: Trains/test-*
+- config_name: Travel
+  data_files:
+  - split: dev
+    path: Travel/dev-*
+  - split: test
+    path: Travel/test-*
+  - split: train
+    path: Travel/train-*
+- config_name: Weather
+  data_files:
+  - split: dev
+    path: Weather/dev-*
+  - split: test
+    path: Weather/test-*
+  - split: train
+    path: Weather/train-*
 - config_name: flights
   data_files:
   - split: train

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