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consts.py
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SLOT_PAD = 0
EPSILON = 0.1 # TODO DOUBLE CHECK THIS VALUE IN THE ORIGINAL PAPER on MbPA
# 11 domains
DOMAIN_TYPES = ["Alarm",
"Calling",
"Event",
"Messaging",
"Music",
"News",
"People",
"Recipes",
"Reminder",
"Timer",
"Weather"]
# 117 intent types => actual only 114 intent types over each languages and each splits
INTENT_TYPES = {"mtop":
["alarm:CREATE_ALARM",
"alarm:DELETE_ALARM",
"alarm:GET_ALARM",
"alarm:SILENCE_ALARM",
"alarm:SNOOZE_ALARM",
"alarm:UPDATE_ALARM",
"calling:ANSWER_CALL",
"calling:CANCEL_CALL",
"calling:CREATE_CALL",
"calling:END_CALL",
"calling:GET_AVAILABILITY",
"calling:GET_CALL",
"calling:GET_CALL_CONTACT",
"calling:GET_CALL_TIME",
"calling:HOLD_CALL",
"calling:IGNORE_CALL",
"calling:MERGE_CALL",
"calling:RESUME_CALL",
"calling:SET_AVAILABLE",
"calling:SET_DEFAULT_PROVIDER_CALLING",
"calling:SET_UNAVAILABLE",
"calling:SWITCH_CALL",
"calling:UPDATE_CALL",
"calling:UPDATE_METHOD_CALL",
"event:DISPREFER",
"event:GET_ATTENDEE_EVENT",
"event:GET_CATEGORY_EVENT",
"event:GET_DATE_TIME_EVENT",
"event:GET_EVENT",
"event:GET_LOCATION",
"event:PREFER",
"event:SET_RSVP_INTERESTED",
"event:SET_RSVP_NO",
"event:SET_RSVP_YES",
"event:SHARE_EVENT",
"messaging:CANCEL_MESSAGE",
"messaging:GET_GROUP",
"messaging:GET_MESSAGE",
"messaging:GET_MESSAGE_CONTACT",
"messaging:SEND_MESSAGE",
"music:ADD_TO_PLAYLIST_MUSIC",
"music:CREATE_PLAYLIST_MUSIC",
"music:DELETE_PLAYLIST_MUSIC",
"music:DISLIKE_MUSIC",
"music:FAST_FORWARD_MUSIC",
"music:FOLLOW_MUSIC",
"music:GET_LYRICS_MUSIC",
"music:GET_TRACK_INFO_MUSIC",
"music:LIKE_MUSIC",
"music:LOOP_MUSIC",
"music:PAUSE_MUSIC",
"music:PLAY_MEDIA",
"music:PLAY_MUSIC",
"music:PREVIOUS_TRACK_MUSIC",
"music:QUESTION_MUSIC",
"music:REMOVE_FROM_PLAYLIST_MUSIC",
"music:REPEAT_ALL_MUSIC",
"music:REPEAT_ALL_OFF_MUSIC",
"music:REPLAY_MUSIC",
"music:RESUME_MUSIC",
"music:REWIND_MUSIC",
"music:SET_DEFAULT_PROVIDER_MUSIC",
"music:SKIP_TRACK_MUSIC",
"music:START_SHUFFLE_MUSIC",
"music:STOP_MUSIC",
"music:STOP_SHUFFLE_MUSIC",
"music:UNLOOP_MUSIC",
"news:GET_DETAILS_NEWS",
"news:GET_STORIES_NEWS",
"news:QUESTION_NEWS",
"people:GET_AGE",
"people:GET_CONTACT",
"people:GET_CONTACT_METHOD",
"people:GET_EDUCATION_DEGREE",
"people:GET_EDUCATION_TIME",
"people:GET_EMPLOYER",
"people:GET_EMPLOYMENT_TIME",
"people:GET_GENDER",
"people:GET_INFO_CONTACT",
"people:GET_JOB",
"people:GET_LANGUAGE",
"people:GET_LIFE_EVENT",
"people:GET_LIFE_EVENT_TIME",
"people:GET_LOCATION",
"people:GET_MAJOR",
"people:GET_MUTUAL_FRIENDS",
"people:GET_UNDERGRAD",
"recipes:GET_INFO_RECIPES",
"recipes:GET_RECIPES",
"recipes:IS_TRUE_RECIPES",
"reminder:CREATE_REMINDER",
"reminder:DELETE_REMINDER",
"reminder:GET_REMINDER",
"reminder:GET_REMINDER_AMOUNT",
"reminder:GET_REMINDER_DATE_TIME",
"reminder:GET_REMINDER_LOCATION",
"reminder:HELP_REMINDER",
"reminder:UPDATE_REMINDER",
"reminder:UPDATE_REMINDER_DATE_TIME",
"reminder:UPDATE_REMINDER_LOCATION",
"reminder:UPDATE_REMINDER_TODO",
"timer:ADD_TIME_TIMER",
"timer:CREATE_TIMER",
"timer:DELETE_TIMER",
"timer:GET_TIMER",
"timer:PAUSE_TIMER",
"timer:RESTART_TIMER",
"timer:RESUME_TIMER",
"timer:SUBTRACT_TIME_TIMER",
"timer:UPDATE_TIMER",
"weather:GET_AIRQUALITY",
"weather:GET_SUNRISE",
"weather:GET_SUNSET",
"weather:GET_WEATHER"],
"atis":
['atis_city',
'atis_restriction',
'atis_airfare#atis_flight_time',
'atis_airport',
'atis_aircraft',
'atis_ground_service#atis_ground_fare',
'atis_capacity',
'atis_aircraft#atis_flight#atis_flight_no',
'atis_flight#atis_airline',
'atis_distance',
'atis_airfare#atis_flight',
'atis_airfare',
'atis_quantity',
'atis_day_name',
'atis_flight_no#atis_airline',
'atis_airline#atis_flight_no',
'atis_flight_no',
'atis_ground_fare',
'atis_flight_time',
'atis_ground_service',
'atis_flight',
'atis_cheapest',
'atis_flight#atis_airfare',
'atis_meal',
'atis_airline',
'atis_abbreviation']}
# 78 slot types
SLOT_TYPES = {"mtop":
["O",
"X",
"B-AGE",
"I-AGE",
"B-ALARM_NAME",
"I-ALARM_NAME",
"B-AMOUNT",
"I-AMOUNT",
"B-ATTENDEE",
"I-ATTENDEE",
"B-ATTENDEE_EVENT",
"I-ATTENDEE_EVENT",
"B-ATTRIBUTE_EVENT",
"I-ATTRIBUTE_EVENT",
"B-CATEGORY_EVENT",
"I-CATEGORY_EVENT",
"B-CONTACT",
"I-CONTACT",
"B-CONTACT_ADDED",
"I-CONTACT_ADDED",
"B-CONTACT_METHOD",
"I-CONTACT_METHOD",
"B-CONTACT_RELATED",
"I-CONTACT_RELATED",
"B-CONTACT_REMOVED",
"I-CONTACT_REMOVED",
"B-CONTENT_EXACT",
"I-CONTENT_EXACT",
"B-DATE_TIME",
"I-DATE_TIME",
"B-EDUCATION_DEGREE",
"I-EDUCATION_DEGREE",
"B-EMPLOYER",
"I-EMPLOYER",
"B-GENDER",
"I-GENDER",
"B-GROUP",
"I-GROUP",
"B-JOB",
"I-JOB",
"B-LIFE_EVENT",
"I-LIFE_EVENT",
"B-LOCATION",
"I-LOCATION",
"B-MAJOR",
"I-MAJOR",
"B-METHOD_RECIPES",
"I-METHOD_RECIPES",
"B-METHOD_RETRIEVAL_REMINDER",
"I-METHOD_RETRIEVAL_REMINDER",
"B-METHOD_TIMER",
"I-METHOD_TIMER",
"B-MUSIC_ALBUM_MODIFIER",
"I-MUSIC_ALBUM_MODIFIER",
"B-MUSIC_ALBUM_TITLE",
"I-MUSIC_ALBUM_TITLE",
"B-MUSIC_ARTIST_NAME",
"I-MUSIC_ARTIST_NAME",
"B-MUSIC_GENRE",
"I-MUSIC_GENRE",
"B-MUSIC_PLAYLIST_MODIFIER",
"I-MUSIC_PLAYLIST_MODIFIER",
"B-MUSIC_PLAYLIST_TITLE",
"I-MUSIC_PLAYLIST_TITLE",
"B-MUSIC_PROVIDER_NAME",
"I-MUSIC_PROVIDER_NAME",
"B-MUSIC_RADIO_ID",
"I-MUSIC_RADIO_ID",
"B-MUSIC_REWIND_TIME",
"I-MUSIC_REWIND_TIME",
"B-MUSIC_TRACK_TITLE",
"I-MUSIC_TRACK_TITLE",
"B-MUSIC_TYPE",
"I-MUSIC_TYPE",
"B-NAME_APP",
"I-NAME_APP",
"B-NEWS_CATEGORY",
"I-NEWS_CATEGORY",
"B-NEWS_REFERENCE",
"I-NEWS_REFERENCE",
"B-NEWS_SOURCE",
"I-NEWS_SOURCE",
"B-NEWS_TOPIC",
"I-NEWS_TOPIC",
"B-NEWS_TYPE",
"I-NEWS_TYPE",
"B-ORDINAL",
"I-ORDINAL",
"B-PERIOD",
"I-PERIOD",
"B-PERSON_REMINDED",
"I-PERSON_REMINDED",
"B-PHONE_NUMBER",
"I-PHONE_NUMBER",
"B-RECIPES_ATTRIBUTE",
"I-RECIPES_ATTRIBUTE",
"B-RECIPES_COOKING_METHOD",
"I-RECIPES_COOKING_METHOD",
"B-RECIPES_CUISINE",
"I-RECIPES_CUISINE",
"B-RECIPES_DIET",
"I-RECIPES_DIET",
"B-RECIPES_DISH",
"I-RECIPES_DISH",
"B-RECIPES_EXCLUDED_INGREDIENT",
"I-RECIPES_EXCLUDED_INGREDIENT",
"B-RECIPES_INCLUDED_INGREDIENT",
"I-RECIPES_INCLUDED_INGREDIENT",
"B-RECIPES_MEAL",
"I-RECIPES_MEAL",
"B-RECIPES_QUALIFIER_NUTRITION",
"I-RECIPES_QUALIFIER_NUTRITION",
"B-RECIPES_RATING",
"I-RECIPES_RATING",
"B-RECIPES_SOURCE",
"I-RECIPES_SOURCE",
"B-RECIPES_TIME_PREPARATION",
"I-RECIPES_TIME_PREPARATION",
"B-RECIPES_TYPE",
"I-RECIPES_TYPE",
"B-RECIPES_TYPE_NUTRITION",
"I-RECIPES_TYPE_NUTRITION",
"B-RECIPES_UNIT_MEASUREMENT",
"I-RECIPES_UNIT_MEASUREMENT",
"B-RECIPES_UNIT_NUTRITION",
"I-RECIPES_UNIT_NUTRITION",
"B-RECIPIENT",
"I-RECIPIENT",
"B-SCHOOL",
"I-SCHOOL",
"B-SENDER",
"I-SENDER",
"B-SIMILARITY",
"I-SIMILARITY",
"B-TIMER_NAME",
"I-TIMER_NAME",
"B-TITLE_EVENT",
"I-TITLE_EVENT",
"B-TODO",
"I-TODO",
"B-TYPE_CONTACT",
"I-TYPE_CONTACT",
"B-TYPE_CONTENT",
"I-TYPE_CONTENT",
"B-TYPE_RELATION",
"I-TYPE_RELATION",
"B-USER_ATTENDEE_EVENT",
"I-USER_ATTENDEE_EVENT",
"B-WEATHER_ATTRIBUTE",
"I-WEATHER_ATTRIBUTE",
"B-WEATHER_TEMPERATURE_UNIT",
"I-WEATHER_TEMPERATURE_UNIT"],
"atis":
['O',
'B-cost_relative',
'I-arrive_date.day_name',
'X',
'I-arrive_time.period_of_day',
'B-stoploc.airport_name',
'B-round_trip',
'I-return_date.day_name',
'B-arrive_date.date_relative',
'I-fare_basis_code',
'I-mod',
'B-depart_time.period_mod',
'I-arrive_time.start_time',
'B-airport_code',
'I-toloc.country_name',
'I-fare_amount',
'I-cost_relative',
'B-meal',
'I-airline_code',
'B-return_date.day_number',
'B-flight_time',
'I-meal_description',
'B-connect',
'I-arrive_time.time',
'I-toloc.city_name',
'I-toloc.airport_code',
'I-depart_time.time_relative',
'I-flight_time',
'B-or',
'I-arrive_date.today_relative',
'I-city_name',
'B-flight_mod',
'B-toloc.airport_name',
'I-return_date.day_number',
'B-toloc.state_name',
'B-return_time.period_of_day',
'I-round_trip',
'I-flight_number',
'B-economy',
'B-depart_time.time',
'I-time',
'I-flight_stop',
'B-flight',
'B-arrive_time.period_mod',
'B-arrive_date.month_name',
'B-flight_days',
'I-airline_name',
'I-arrive_date.date_relative',
'B-transport_type',
'I-compartment',
'B-booking_class',
'B-meal_description',
'I-depart_date.year',
'I-depart_time.end_time',
'B-days_code',
'B-return_date.date_relative',
'B-toloc.country_name',
'I-state_name',
'B-fromloc.airport_name',
'B-toloc.state_code',
'I-time_relative',
'I-economy',
'B-depart_time.period_of_day',
'B-mod',
'B-depart_date.day_number',
'I-meal_code',
'I-state_code',
'B-fare_amount',
'B-fromloc.city_name',
'B-time',
'B-compartment',
'I-return_date.date_relative',
'I-connect',
'B-fromloc.state_name',
'B-depart_date.date_relative',
'B-return_date.month_name',
'B-restriction_code',
'I-depart_date.today_relative',
'I-return_date.today_relative',
'B-aircraft_code',
'B-depart_time.time_relative',
'I-return_time.period_of_day',
'B-depart_date.month_name',
'I-arrive_time.time_relative',
'I-toloc.airport_name',
'B-state_name',
'B-arrive_time.start_time',
'B-today_relative',
'I-meal',
'I-or',
'B-return_date.day_name',
'B-arrive_time.time',
'B-state_code',
'I-toloc.state_name',
'I-airport_name',
'B-airline_name',
'B-period_of_day',
'I-toloc.state_code',
'I-depart_date.day_name',
'I-depart_time.time',
'I-arrive_date.month_name',
'B-day_name',
'B-toloc.airport_code',
'I-depart_time.period_mod',
'I-arrive_time.period_mod',
'I-today_relative',
'I-days_code',
'I-month_name',
'B-airport_name',
'I-stoploc.state_code',
'B-depart_date.day_name',
'I-fromloc.airport_code',
'B-day_number',
'B-arrive_time.end_time',
'B-depart_time.end_time',
'I-depart_time.period_of_day',
'I-fromloc.state_name',
'I-stoploc.airport_name',
'I-fromloc.airport_name',
'I-day_name',
'B-stoploc.airport_code',
'I-day_number',
'B-arrive_date.day_number',
'I-booking_class',
'I-restriction_code',
'B-toloc.city_name',
'B-depart_time.start_time',
'B-arrive_time.time_relative',
'I-fromloc.state_code',
'B-return_date.today_relative',
'I-stoploc.city_name',
'B-fromloc.airport_code',
'I-return_time.period_mod',
'I-stoploc.airport_code',
'B-airline_code',
'B-meal_code',
'I-depart_date.date_relative',
'I-flight_mod',
'I-aircraft_code',
'B-fare_basis_code',
'B-depart_date.today_relative',
'I-airport_code',
'I-arrive_date.day_number',
'B-time_relative',
'I-depart_date.day_number',
'B-arrive_time.period_of_day',
'I-transport_type',
'B-depart_date.year',
'I-period_of_day',
'B-fromloc.state_code',
'B-city_name',
'I-flight_days',
'B-flight_number',
'B-month_name',
'I-flight',
'B-return_time.period_mod',
'B-stoploc.state_code',
'I-depart_time.start_time',
'B-flight_stop',
'B-arrive_date.day_name',
'I-return_date.month_name',
'I-arrive_time.end_time',
'I-fromloc.city_name',
'B-class_type',
'I-class_type',
'B-stoploc.city_name',
'I-depart_date.month_name',
'B-arrive_date.today_relative']
}
NLI_TYPES = ["entailment",
"contradiction",
"neutral"]