| --- |
| dataset_info: |
| - config_name: ar |
| features: |
| - name: words |
| list: string |
| - name: slots |
| list: |
| class_label: |
| names: |
| '0': O |
| '1': I-alarm/alarm_modifier |
| '2': I-album |
| '3': I-artist |
| '4': I-best_rating |
| '5': I-condition_description |
| '6': I-condition_temperature |
| '7': I-cuisine |
| '8': I-datetime |
| '9': I-entity_name |
| '10': I-facility |
| '11': I-genre |
| '12': I-location |
| '13': I-movie_name |
| '14': I-movie_type |
| '15': I-music_item |
| '16': I-negation |
| '17': I-news/type |
| '18': I-object_location_type |
| '19': I-object_name |
| '20': I-object_part_of_series_type |
| '21': I-object_select |
| '22': I-object_type |
| '23': I-party_size_description |
| '24': I-party_size_number |
| '25': I-playlist |
| '26': I-rating_unit |
| '27': I-rating_value |
| '28': I-recurring_datetime |
| '29': I-reference |
| '30': I-reminder/reminder_modifier |
| '31': I-reminder/todo |
| '32': I-restaurant_name |
| '33': I-restaurant_type |
| '34': I-served_dish |
| '35': I-service |
| '36': I-sort |
| '37': I-timer/attributes |
| '38': I-track |
| '39': I-weather/attribute |
| '40': I-weather/temperatureUnit |
| '41': I-reference-part |
| '42': B-alarm/alarm_modifier |
| '43': B-album |
| '44': B-artist |
| '45': B-best_rating |
| '46': B-condition_description |
| '47': B-condition_temperature |
| '48': B-cuisine |
| '49': B-datetime |
| '50': B-entity_name |
| '51': B-facility |
| '52': B-genre |
| '53': B-location |
| '54': B-movie_name |
| '55': B-movie_type |
| '56': B-music_item |
| '57': B-negation |
| '58': B-news/type |
| '59': B-object_location_type |
| '60': B-object_name |
| '61': B-object_part_of_series_type |
| '62': B-object_select |
| '63': B-object_type |
| '64': B-party_size_description |
| '65': B-party_size_number |
| '66': B-playlist |
| '67': B-rating_unit |
| '68': B-rating_value |
| '69': B-recurring_datetime |
| '70': B-reference |
| '71': B-reminder/reminder_modifier |
| '72': B-reminder/todo |
| '73': B-restaurant_name |
| '74': B-restaurant_type |
| '75': B-served_dish |
| '76': B-service |
| '77': B-sort |
| '78': B-timer/attributes |
| '79': B-track |
| '80': B-weather/attribute |
| '81': B-weather/temperatureUnit |
| '82': B-reference-part |
| - name: intent |
| dtype: |
| class_label: |
| names: |
| '0': AddToPlaylist |
| '1': alarm/cancel_alarm |
| '2': alarm/modify_alarm |
| '3': alarm/set_alarm |
| '4': alarm/show_alarms |
| '5': alarm/snooze_alarm |
| '6': alarm/time_left_on_alarm |
| '7': BookRestaurant |
| '8': PlayMusic |
| '9': RateBook |
| '10': reminder/cancel_reminder |
| '11': reminder/set_reminder |
| '12': reminder/show_reminders |
| '13': SearchCreativeWork |
| '14': SearchScreeningEvent |
| '15': weather/checkSunrise |
| '16': weather/checkSunset |
| '17': weather/find |
| splits: |
| - name: dev |
| num_bytes: 45856 |
| num_examples: 300 |
| - name: test |
| num_bytes: 75318 |
| num_examples: 500 |
| download_size: 42895 |
| dataset_size: 121174 |
| - config_name: da |
| features: |
| - name: words |
| list: string |
| - name: slots |
| list: |
| class_label: |
| names: |
| '0': O |
| '1': I-alarm/alarm_modifier |
| '2': I-album |
| '3': I-artist |
| '4': I-best_rating |
| '5': I-condition_description |
| '6': I-condition_temperature |
| '7': I-cuisine |
| '8': I-datetime |
| '9': I-entity_name |
| '10': I-facility |
| '11': I-genre |
| '12': I-location |
| '13': I-movie_name |
| '14': I-movie_type |
| '15': I-music_item |
| '16': I-negation |
| '17': I-news/type |
| '18': I-object_location_type |
| '19': I-object_name |
| '20': I-object_part_of_series_type |
| '21': I-object_select |
| '22': I-object_type |
| '23': I-party_size_description |
| '24': I-party_size_number |
| '25': I-playlist |
| '26': I-rating_unit |
| '27': I-rating_value |
| '28': I-recurring_datetime |
| '29': I-reference |
| '30': I-reminder/reminder_modifier |
| '31': I-reminder/todo |
| '32': I-restaurant_name |
| '33': I-restaurant_type |
| '34': I-served_dish |
| '35': I-service |
| '36': I-sort |
| '37': I-timer/attributes |
| '38': I-track |
| '39': I-weather/attribute |
| '40': I-weather/temperatureUnit |
| '41': I-reference-part |
| '42': B-alarm/alarm_modifier |
| '43': B-album |
| '44': B-artist |
| '45': B-best_rating |
| '46': B-condition_description |
| '47': B-condition_temperature |
| '48': B-cuisine |
| '49': B-datetime |
| '50': B-entity_name |
| '51': B-facility |
| '52': B-genre |
| '53': B-location |
| '54': B-movie_name |
| '55': B-movie_type |
| '56': B-music_item |
| '57': B-negation |
| '58': B-news/type |
| '59': B-object_location_type |
| '60': B-object_name |
| '61': B-object_part_of_series_type |
| '62': B-object_select |
| '63': B-object_type |
| '64': B-party_size_description |
| '65': B-party_size_number |
| '66': B-playlist |
| '67': B-rating_unit |
| '68': B-rating_value |
| '69': B-recurring_datetime |
| '70': B-reference |
| '71': B-reminder/reminder_modifier |
| '72': B-reminder/todo |
| '73': B-restaurant_name |
| '74': B-restaurant_type |
| '75': B-served_dish |
| '76': B-service |
| '77': B-sort |
| '78': B-timer/attributes |
| '79': B-track |
| '80': B-weather/attribute |
| '81': B-weather/temperatureUnit |
| '82': B-reference-part |
| - name: intent |
| dtype: |
| class_label: |
| names: |
| '0': AddToPlaylist |
| '1': alarm/cancel_alarm |
| '2': alarm/modify_alarm |
| '3': alarm/set_alarm |
| '4': alarm/show_alarms |
| '5': alarm/snooze_alarm |
| '6': alarm/time_left_on_alarm |
| '7': BookRestaurant |
| '8': PlayMusic |
| '9': RateBook |
| '10': reminder/cancel_reminder |
| '11': reminder/set_reminder |
| '12': reminder/show_reminders |
| '13': SearchCreativeWork |
| '14': SearchScreeningEvent |
| '15': weather/checkSunrise |
| '16': weather/checkSunset |
| '17': weather/find |
| splits: |
| - name: dev |
| num_bytes: 42705 |
| num_examples: 300 |
| - name: test |
| num_bytes: 71292 |
| num_examples: 500 |
| download_size: 40847 |
| dataset_size: 113997 |
| - config_name: de |
| features: |
| - name: words |
| list: string |
| - name: slots |
| list: |
| class_label: |
| names: |
| '0': O |
| '1': I-alarm/alarm_modifier |
| '2': I-album |
| '3': I-artist |
| '4': I-best_rating |
| '5': I-condition_description |
| '6': I-condition_temperature |
| '7': I-cuisine |
| '8': I-datetime |
| '9': I-entity_name |
| '10': I-facility |
| '11': I-genre |
| '12': I-location |
| '13': I-movie_name |
| '14': I-movie_type |
| '15': I-music_item |
| '16': I-negation |
| '17': I-news/type |
| '18': I-object_location_type |
| '19': I-object_name |
| '20': I-object_part_of_series_type |
| '21': I-object_select |
| '22': I-object_type |
| '23': I-party_size_description |
| '24': I-party_size_number |
| '25': I-playlist |
| '26': I-rating_unit |
| '27': I-rating_value |
| '28': I-recurring_datetime |
| '29': I-reference |
| '30': I-reminder/reminder_modifier |
| '31': I-reminder/todo |
| '32': I-restaurant_name |
| '33': I-restaurant_type |
| '34': I-served_dish |
| '35': I-service |
| '36': I-sort |
| '37': I-timer/attributes |
| '38': I-track |
| '39': I-weather/attribute |
| '40': I-weather/temperatureUnit |
| '41': I-reference-part |
| '42': B-alarm/alarm_modifier |
| '43': B-album |
| '44': B-artist |
| '45': B-best_rating |
| '46': B-condition_description |
| '47': B-condition_temperature |
| '48': B-cuisine |
| '49': B-datetime |
| '50': B-entity_name |
| '51': B-facility |
| '52': B-genre |
| '53': B-location |
| '54': B-movie_name |
| '55': B-movie_type |
| '56': B-music_item |
| '57': B-negation |
| '58': B-news/type |
| '59': B-object_location_type |
| '60': B-object_name |
| '61': B-object_part_of_series_type |
| '62': B-object_select |
| '63': B-object_type |
| '64': B-party_size_description |
| '65': B-party_size_number |
| '66': B-playlist |
| '67': B-rating_unit |
| '68': B-rating_value |
| '69': B-recurring_datetime |
| '70': B-reference |
| '71': B-reminder/reminder_modifier |
| '72': B-reminder/todo |
| '73': B-restaurant_name |
| '74': B-restaurant_type |
| '75': B-served_dish |
| '76': B-service |
| '77': B-sort |
| '78': B-timer/attributes |
| '79': B-track |
| '80': B-weather/attribute |
| '81': B-weather/temperatureUnit |
| '82': B-reference-part |
| - name: intent |
| dtype: |
| class_label: |
| names: |
| '0': AddToPlaylist |
| '1': alarm/cancel_alarm |
| '2': alarm/modify_alarm |
| '3': alarm/set_alarm |
| '4': alarm/show_alarms |
| '5': alarm/snooze_alarm |
| '6': alarm/time_left_on_alarm |
| '7': BookRestaurant |
| '8': PlayMusic |
| '9': RateBook |
| '10': reminder/cancel_reminder |
| '11': reminder/set_reminder |
| '12': reminder/show_reminders |
| '13': SearchCreativeWork |
| '14': SearchScreeningEvent |
| '15': weather/checkSunrise |
| '16': weather/checkSunset |
| '17': weather/find |
| splits: |
| - name: dev |
| num_bytes: 43650 |
| num_examples: 300 |
| - name: test |
| num_bytes: 71860 |
| num_examples: 500 |
| download_size: 41610 |
| dataset_size: 115510 |
| - config_name: de-ba |
| features: |
| - name: words |
| list: string |
| - name: slots |
| list: |
| class_label: |
| names: |
| '0': O |
| '1': I-alarm/alarm_modifier |
| '2': I-album |
| '3': I-artist |
| '4': I-best_rating |
| '5': I-condition_description |
| '6': I-condition_temperature |
| '7': I-cuisine |
| '8': I-datetime |
| '9': I-entity_name |
| '10': I-facility |
| '11': I-genre |
| '12': I-location |
| '13': I-movie_name |
| '14': I-movie_type |
| '15': I-music_item |
| '16': I-negation |
| '17': I-news/type |
| '18': I-object_location_type |
| '19': I-object_name |
| '20': I-object_part_of_series_type |
| '21': I-object_select |
| '22': I-object_type |
| '23': I-party_size_description |
| '24': I-party_size_number |
| '25': I-playlist |
| '26': I-rating_unit |
| '27': I-rating_value |
| '28': I-recurring_datetime |
| '29': I-reference |
| '30': I-reminder/reminder_modifier |
| '31': I-reminder/todo |
| '32': I-restaurant_name |
| '33': I-restaurant_type |
| '34': I-served_dish |
| '35': I-service |
| '36': I-sort |
| '37': I-timer/attributes |
| '38': I-track |
| '39': I-weather/attribute |
| '40': I-weather/temperatureUnit |
| '41': I-reference-part |
| '42': B-alarm/alarm_modifier |
| '43': B-album |
| '44': B-artist |
| '45': B-best_rating |
| '46': B-condition_description |
| '47': B-condition_temperature |
| '48': B-cuisine |
| '49': B-datetime |
| '50': B-entity_name |
| '51': B-facility |
| '52': B-genre |
| '53': B-location |
| '54': B-movie_name |
| '55': B-movie_type |
| '56': B-music_item |
| '57': B-negation |
| '58': B-news/type |
| '59': B-object_location_type |
| '60': B-object_name |
| '61': B-object_part_of_series_type |
| '62': B-object_select |
| '63': B-object_type |
| '64': B-party_size_description |
| '65': B-party_size_number |
| '66': B-playlist |
| '67': B-rating_unit |
| '68': B-rating_value |
| '69': B-recurring_datetime |
| '70': B-reference |
| '71': B-reminder/reminder_modifier |
| '72': B-reminder/todo |
| '73': B-restaurant_name |
| '74': B-restaurant_type |
| '75': B-served_dish |
| '76': B-service |
| '77': B-sort |
| '78': B-timer/attributes |
| '79': B-track |
| '80': B-weather/attribute |
| '81': B-weather/temperatureUnit |
| '82': B-reference-part |
| - name: intent |
| dtype: |
| class_label: |
| names: |
| '0': AddToPlaylist |
| '1': alarm/cancel_alarm |
| '2': alarm/modify_alarm |
| '3': alarm/set_alarm |
| '4': alarm/show_alarms |
| '5': alarm/snooze_alarm |
| '6': alarm/time_left_on_alarm |
| '7': BookRestaurant |
| '8': PlayMusic |
| '9': RateBook |
| '10': reminder/cancel_reminder |
| '11': reminder/set_reminder |
| '12': reminder/show_reminders |
| '13': SearchCreativeWork |
| '14': SearchScreeningEvent |
| '15': weather/checkSunrise |
| '16': weather/checkSunset |
| '17': weather/find |
| splits: |
| - name: dev |
| num_bytes: 41662 |
| num_examples: 300 |
| - name: test |
| num_bytes: 69555 |
| num_examples: 500 |
| download_size: 41105 |
| dataset_size: 111217 |
| - config_name: de-muc |
| features: |
| - name: words |
| list: string |
| - name: slots |
| list: |
| class_label: |
| names: |
| '0': O |
| '1': I-alarm/alarm_modifier |
| '2': I-album |
| '3': I-artist |
| '4': I-best_rating |
| '5': I-condition_description |
| '6': I-condition_temperature |
| '7': I-cuisine |
| '8': I-datetime |
| '9': I-entity_name |
| '10': I-facility |
| '11': I-genre |
| '12': I-location |
| '13': I-movie_name |
| '14': I-movie_type |
| '15': I-music_item |
| '16': I-negation |
| '17': I-news/type |
| '18': I-object_location_type |
| '19': I-object_name |
| '20': I-object_part_of_series_type |
| '21': I-object_select |
| '22': I-object_type |
| '23': I-party_size_description |
| '24': I-party_size_number |
| '25': I-playlist |
| '26': I-rating_unit |
| '27': I-rating_value |
| '28': I-recurring_datetime |
| '29': I-reference |
| '30': I-reminder/reminder_modifier |
| '31': I-reminder/todo |
| '32': I-restaurant_name |
| '33': I-restaurant_type |
| '34': I-served_dish |
| '35': I-service |
| '36': I-sort |
| '37': I-timer/attributes |
| '38': I-track |
| '39': I-weather/attribute |
| '40': I-weather/temperatureUnit |
| '41': I-reference-part |
| '42': B-alarm/alarm_modifier |
| '43': B-album |
| '44': B-artist |
| '45': B-best_rating |
| '46': B-condition_description |
| '47': B-condition_temperature |
| '48': B-cuisine |
| '49': B-datetime |
| '50': B-entity_name |
| '51': B-facility |
| '52': B-genre |
| '53': B-location |
| '54': B-movie_name |
| '55': B-movie_type |
| '56': B-music_item |
| '57': B-negation |
| '58': B-news/type |
| '59': B-object_location_type |
| '60': B-object_name |
| '61': B-object_part_of_series_type |
| '62': B-object_select |
| '63': B-object_type |
| '64': B-party_size_description |
| '65': B-party_size_number |
| '66': B-playlist |
| '67': B-rating_unit |
| '68': B-rating_value |
| '69': B-recurring_datetime |
| '70': B-reference |
| '71': B-reminder/reminder_modifier |
| '72': B-reminder/todo |
| '73': B-restaurant_name |
| '74': B-restaurant_type |
| '75': B-served_dish |
| '76': B-service |
| '77': B-sort |
| '78': B-timer/attributes |
| '79': B-track |
| '80': B-weather/attribute |
| '81': B-weather/temperatureUnit |
| '82': B-reference-part |
| - name: intent |
| dtype: |
| class_label: |
| names: |
| '0': AddToPlaylist |
| '1': alarm/cancel_alarm |
| '2': alarm/modify_alarm |
| '3': alarm/set_alarm |
| '4': alarm/show_alarms |
| '5': alarm/snooze_alarm |
| '6': alarm/time_left_on_alarm |
| '7': BookRestaurant |
| '8': PlayMusic |
| '9': RateBook |
| '10': reminder/cancel_reminder |
| '11': reminder/set_reminder |
| '12': reminder/show_reminders |
| '13': SearchCreativeWork |
| '14': SearchScreeningEvent |
| '15': weather/checkSunrise |
| '16': weather/checkSunset |
| '17': weather/find |
| splits: |
| - name: dev |
| num_bytes: 42265 |
| num_examples: 300 |
| - name: test |
| num_bytes: 70964 |
| num_examples: 500 |
| download_size: 41632 |
| dataset_size: 113229 |
| - config_name: de-st |
| features: |
| - name: words |
| list: string |
| - name: slots |
| list: |
| class_label: |
| names: |
| '0': O |
| '1': I-alarm/alarm_modifier |
| '2': I-album |
| '3': I-artist |
| '4': I-best_rating |
| '5': I-condition_description |
| '6': I-condition_temperature |
| '7': I-cuisine |
| '8': I-datetime |
| '9': I-entity_name |
| '10': I-facility |
| '11': I-genre |
| '12': I-location |
| '13': I-movie_name |
| '14': I-movie_type |
| '15': I-music_item |
| '16': I-negation |
| '17': I-news/type |
| '18': I-object_location_type |
| '19': I-object_name |
| '20': I-object_part_of_series_type |
| '21': I-object_select |
| '22': I-object_type |
| '23': I-party_size_description |
| '24': I-party_size_number |
| '25': I-playlist |
| '26': I-rating_unit |
| '27': I-rating_value |
| '28': I-recurring_datetime |
| '29': I-reference |
| '30': I-reminder/reminder_modifier |
| '31': I-reminder/todo |
| '32': I-restaurant_name |
| '33': I-restaurant_type |
| '34': I-served_dish |
| '35': I-service |
| '36': I-sort |
| '37': I-timer/attributes |
| '38': I-track |
| '39': I-weather/attribute |
| '40': I-weather/temperatureUnit |
| '41': I-reference-part |
| '42': B-alarm/alarm_modifier |
| '43': B-album |
| '44': B-artist |
| '45': B-best_rating |
| '46': B-condition_description |
| '47': B-condition_temperature |
| '48': B-cuisine |
| '49': B-datetime |
| '50': B-entity_name |
| '51': B-facility |
| '52': B-genre |
| '53': B-location |
| '54': B-movie_name |
| '55': B-movie_type |
| '56': B-music_item |
| '57': B-negation |
| '58': B-news/type |
| '59': B-object_location_type |
| '60': B-object_name |
| '61': B-object_part_of_series_type |
| '62': B-object_select |
| '63': B-object_type |
| '64': B-party_size_description |
| '65': B-party_size_number |
| '66': B-playlist |
| '67': B-rating_unit |
| '68': B-rating_value |
| '69': B-recurring_datetime |
| '70': B-reference |
| '71': B-reminder/reminder_modifier |
| '72': B-reminder/todo |
| '73': B-restaurant_name |
| '74': B-restaurant_type |
| '75': B-served_dish |
| '76': B-service |
| '77': B-sort |
| '78': B-timer/attributes |
| '79': B-track |
| '80': B-weather/attribute |
| '81': B-weather/temperatureUnit |
| '82': B-reference-part |
| - name: intent |
| dtype: |
| class_label: |
| names: |
| '0': AddToPlaylist |
| '1': alarm/cancel_alarm |
| '2': alarm/modify_alarm |
| '3': alarm/set_alarm |
| '4': alarm/show_alarms |
| '5': alarm/snooze_alarm |
| '6': alarm/time_left_on_alarm |
| '7': BookRestaurant |
| '8': PlayMusic |
| '9': RateBook |
| '10': reminder/cancel_reminder |
| '11': reminder/set_reminder |
| '12': reminder/show_reminders |
| '13': SearchCreativeWork |
| '14': SearchScreeningEvent |
| '15': weather/checkSunrise |
| '16': weather/checkSunset |
| '17': weather/find |
| splits: |
| - name: dev |
| num_bytes: 42477 |
| num_examples: 300 |
| - name: test |
| num_bytes: 69411 |
| num_examples: 500 |
| download_size: 41251 |
| dataset_size: 111888 |
| - config_name: en |
| features: |
| - name: words |
| list: string |
| - name: slots |
| list: |
| class_label: |
| names: |
| '0': O |
| '1': I-alarm/alarm_modifier |
| '2': I-album |
| '3': I-artist |
| '4': I-best_rating |
| '5': I-condition_description |
| '6': I-condition_temperature |
| '7': I-cuisine |
| '8': I-datetime |
| '9': I-entity_name |
| '10': I-facility |
| '11': I-genre |
| '12': I-location |
| '13': I-movie_name |
| '14': I-movie_type |
| '15': I-music_item |
| '16': I-negation |
| '17': I-news/type |
| '18': I-object_location_type |
| '19': I-object_name |
| '20': I-object_part_of_series_type |
| '21': I-object_select |
| '22': I-object_type |
| '23': I-party_size_description |
| '24': I-party_size_number |
| '25': I-playlist |
| '26': I-rating_unit |
| '27': I-rating_value |
| '28': I-recurring_datetime |
| '29': I-reference |
| '30': I-reminder/reminder_modifier |
| '31': I-reminder/todo |
| '32': I-restaurant_name |
| '33': I-restaurant_type |
| '34': I-served_dish |
| '35': I-service |
| '36': I-sort |
| '37': I-timer/attributes |
| '38': I-track |
| '39': I-weather/attribute |
| '40': I-weather/temperatureUnit |
| '41': I-reference-part |
| '42': B-alarm/alarm_modifier |
| '43': B-album |
| '44': B-artist |
| '45': B-best_rating |
| '46': B-condition_description |
| '47': B-condition_temperature |
| '48': B-cuisine |
| '49': B-datetime |
| '50': B-entity_name |
| '51': B-facility |
| '52': B-genre |
| '53': B-location |
| '54': B-movie_name |
| '55': B-movie_type |
| '56': B-music_item |
| '57': B-negation |
| '58': B-news/type |
| '59': B-object_location_type |
| '60': B-object_name |
| '61': B-object_part_of_series_type |
| '62': B-object_select |
| '63': B-object_type |
| '64': B-party_size_description |
| '65': B-party_size_number |
| '66': B-playlist |
| '67': B-rating_unit |
| '68': B-rating_value |
| '69': B-recurring_datetime |
| '70': B-reference |
| '71': B-reminder/reminder_modifier |
| '72': B-reminder/todo |
| '73': B-restaurant_name |
| '74': B-restaurant_type |
| '75': B-served_dish |
| '76': B-service |
| '77': B-sort |
| '78': B-timer/attributes |
| '79': B-track |
| '80': B-weather/attribute |
| '81': B-weather/temperatureUnit |
| '82': B-reference-part |
| - name: intent |
| dtype: |
| class_label: |
| names: |
| '0': AddToPlaylist |
| '1': alarm/cancel_alarm |
| '2': alarm/modify_alarm |
| '3': alarm/set_alarm |
| '4': alarm/show_alarms |
| '5': alarm/snooze_alarm |
| '6': alarm/time_left_on_alarm |
| '7': BookRestaurant |
| '8': PlayMusic |
| '9': RateBook |
| '10': reminder/cancel_reminder |
| '11': reminder/set_reminder |
| '12': reminder/show_reminders |
| '13': SearchCreativeWork |
| '14': SearchScreeningEvent |
| '15': weather/checkSunrise |
| '16': weather/checkSunset |
| '17': weather/find |
| splits: |
| - name: dev |
| num_bytes: 41696 |
| num_examples: 300 |
| - name: test |
| num_bytes: 68876 |
| num_examples: 500 |
| - name: train |
| num_bytes: 6148074 |
| num_examples: 43605 |
| download_size: 947993 |
| dataset_size: 6258646 |
| - config_name: gsw |
| features: |
| - name: words |
| list: string |
| - name: slots |
| list: |
| class_label: |
| names: |
| '0': O |
| '1': I-alarm/alarm_modifier |
| '2': I-album |
| '3': I-artist |
| '4': I-best_rating |
| '5': I-condition_description |
| '6': I-condition_temperature |
| '7': I-cuisine |
| '8': I-datetime |
| '9': I-entity_name |
| '10': I-facility |
| '11': I-genre |
| '12': I-location |
| '13': I-movie_name |
| '14': I-movie_type |
| '15': I-music_item |
| '16': I-negation |
| '17': I-news/type |
| '18': I-object_location_type |
| '19': I-object_name |
| '20': I-object_part_of_series_type |
| '21': I-object_select |
| '22': I-object_type |
| '23': I-party_size_description |
| '24': I-party_size_number |
| '25': I-playlist |
| '26': I-rating_unit |
| '27': I-rating_value |
| '28': I-recurring_datetime |
| '29': I-reference |
| '30': I-reminder/reminder_modifier |
| '31': I-reminder/todo |
| '32': I-restaurant_name |
| '33': I-restaurant_type |
| '34': I-served_dish |
| '35': I-service |
| '36': I-sort |
| '37': I-timer/attributes |
| '38': I-track |
| '39': I-weather/attribute |
| '40': I-weather/temperatureUnit |
| '41': I-reference-part |
| '42': B-alarm/alarm_modifier |
| '43': B-album |
| '44': B-artist |
| '45': B-best_rating |
| '46': B-condition_description |
| '47': B-condition_temperature |
| '48': B-cuisine |
| '49': B-datetime |
| '50': B-entity_name |
| '51': B-facility |
| '52': B-genre |
| '53': B-location |
| '54': B-movie_name |
| '55': B-movie_type |
| '56': B-music_item |
| '57': B-negation |
| '58': B-news/type |
| '59': B-object_location_type |
| '60': B-object_name |
| '61': B-object_part_of_series_type |
| '62': B-object_select |
| '63': B-object_type |
| '64': B-party_size_description |
| '65': B-party_size_number |
| '66': B-playlist |
| '67': B-rating_unit |
| '68': B-rating_value |
| '69': B-recurring_datetime |
| '70': B-reference |
| '71': B-reminder/reminder_modifier |
| '72': B-reminder/todo |
| '73': B-restaurant_name |
| '74': B-restaurant_type |
| '75': B-served_dish |
| '76': B-service |
| '77': B-sort |
| '78': B-timer/attributes |
| '79': B-track |
| '80': B-weather/attribute |
| '81': B-weather/temperatureUnit |
| '82': B-reference-part |
| - name: intent |
| dtype: |
| class_label: |
| names: |
| '0': AddToPlaylist |
| '1': alarm/cancel_alarm |
| '2': alarm/modify_alarm |
| '3': alarm/set_alarm |
| '4': alarm/show_alarms |
| '5': alarm/snooze_alarm |
| '6': alarm/time_left_on_alarm |
| '7': BookRestaurant |
| '8': PlayMusic |
| '9': RateBook |
| '10': reminder/cancel_reminder |
| '11': reminder/set_reminder |
| '12': reminder/show_reminders |
| '13': SearchCreativeWork |
| '14': SearchScreeningEvent |
| '15': weather/checkSunrise |
| '16': weather/checkSunset |
| '17': weather/find |
| splits: |
| - name: dev |
| num_bytes: 45436 |
| num_examples: 300 |
| - name: test |
| num_bytes: 73791 |
| num_examples: 500 |
| download_size: 42715 |
| dataset_size: 119227 |
| - config_name: id |
| features: |
| - name: words |
| list: string |
| - name: slots |
| list: |
| class_label: |
| names: |
| '0': O |
| '1': I-alarm/alarm_modifier |
| '2': I-album |
| '3': I-artist |
| '4': I-best_rating |
| '5': I-condition_description |
| '6': I-condition_temperature |
| '7': I-cuisine |
| '8': I-datetime |
| '9': I-entity_name |
| '10': I-facility |
| '11': I-genre |
| '12': I-location |
| '13': I-movie_name |
| '14': I-movie_type |
| '15': I-music_item |
| '16': I-negation |
| '17': I-news/type |
| '18': I-object_location_type |
| '19': I-object_name |
| '20': I-object_part_of_series_type |
| '21': I-object_select |
| '22': I-object_type |
| '23': I-party_size_description |
| '24': I-party_size_number |
| '25': I-playlist |
| '26': I-rating_unit |
| '27': I-rating_value |
| '28': I-recurring_datetime |
| '29': I-reference |
| '30': I-reminder/reminder_modifier |
| '31': I-reminder/todo |
| '32': I-restaurant_name |
| '33': I-restaurant_type |
| '34': I-served_dish |
| '35': I-service |
| '36': I-sort |
| '37': I-timer/attributes |
| '38': I-track |
| '39': I-weather/attribute |
| '40': I-weather/temperatureUnit |
| '41': I-reference-part |
| '42': B-alarm/alarm_modifier |
| '43': B-album |
| '44': B-artist |
| '45': B-best_rating |
| '46': B-condition_description |
| '47': B-condition_temperature |
| '48': B-cuisine |
| '49': B-datetime |
| '50': B-entity_name |
| '51': B-facility |
| '52': B-genre |
| '53': B-location |
| '54': B-movie_name |
| '55': B-movie_type |
| '56': B-music_item |
| '57': B-negation |
| '58': B-news/type |
| '59': B-object_location_type |
| '60': B-object_name |
| '61': B-object_part_of_series_type |
| '62': B-object_select |
| '63': B-object_type |
| '64': B-party_size_description |
| '65': B-party_size_number |
| '66': B-playlist |
| '67': B-rating_unit |
| '68': B-rating_value |
| '69': B-recurring_datetime |
| '70': B-reference |
| '71': B-reminder/reminder_modifier |
| '72': B-reminder/todo |
| '73': B-restaurant_name |
| '74': B-restaurant_type |
| '75': B-served_dish |
| '76': B-service |
| '77': B-sort |
| '78': B-timer/attributes |
| '79': B-track |
| '80': B-weather/attribute |
| '81': B-weather/temperatureUnit |
| '82': B-reference-part |
| - name: intent |
| dtype: |
| class_label: |
| names: |
| '0': AddToPlaylist |
| '1': alarm/cancel_alarm |
| '2': alarm/modify_alarm |
| '3': alarm/set_alarm |
| '4': alarm/show_alarms |
| '5': alarm/snooze_alarm |
| '6': alarm/time_left_on_alarm |
| '7': BookRestaurant |
| '8': PlayMusic |
| '9': RateBook |
| '10': reminder/cancel_reminder |
| '11': reminder/set_reminder |
| '12': reminder/show_reminders |
| '13': SearchCreativeWork |
| '14': SearchScreeningEvent |
| '15': weather/checkSunrise |
| '16': weather/checkSunset |
| '17': weather/find |
| splits: |
| - name: dev |
| num_bytes: 42951 |
| num_examples: 300 |
| - name: test |
| num_bytes: 70226 |
| num_examples: 500 |
| download_size: 39586 |
| dataset_size: 113177 |
| - config_name: it |
| features: |
| - name: words |
| list: string |
| - name: slots |
| list: |
| class_label: |
| names: |
| '0': O |
| '1': I-alarm/alarm_modifier |
| '2': I-album |
| '3': I-artist |
| '4': I-best_rating |
| '5': I-condition_description |
| '6': I-condition_temperature |
| '7': I-cuisine |
| '8': I-datetime |
| '9': I-entity_name |
| '10': I-facility |
| '11': I-genre |
| '12': I-location |
| '13': I-movie_name |
| '14': I-movie_type |
| '15': I-music_item |
| '16': I-negation |
| '17': I-news/type |
| '18': I-object_location_type |
| '19': I-object_name |
| '20': I-object_part_of_series_type |
| '21': I-object_select |
| '22': I-object_type |
| '23': I-party_size_description |
| '24': I-party_size_number |
| '25': I-playlist |
| '26': I-rating_unit |
| '27': I-rating_value |
| '28': I-recurring_datetime |
| '29': I-reference |
| '30': I-reminder/reminder_modifier |
| '31': I-reminder/todo |
| '32': I-restaurant_name |
| '33': I-restaurant_type |
| '34': I-served_dish |
| '35': I-service |
| '36': I-sort |
| '37': I-timer/attributes |
| '38': I-track |
| '39': I-weather/attribute |
| '40': I-weather/temperatureUnit |
| '41': I-reference-part |
| '42': B-alarm/alarm_modifier |
| '43': B-album |
| '44': B-artist |
| '45': B-best_rating |
| '46': B-condition_description |
| '47': B-condition_temperature |
| '48': B-cuisine |
| '49': B-datetime |
| '50': B-entity_name |
| '51': B-facility |
| '52': B-genre |
| '53': B-location |
| '54': B-movie_name |
| '55': B-movie_type |
| '56': B-music_item |
| '57': B-negation |
| '58': B-news/type |
| '59': B-object_location_type |
| '60': B-object_name |
| '61': B-object_part_of_series_type |
| '62': B-object_select |
| '63': B-object_type |
| '64': B-party_size_description |
| '65': B-party_size_number |
| '66': B-playlist |
| '67': B-rating_unit |
| '68': B-rating_value |
| '69': B-recurring_datetime |
| '70': B-reference |
| '71': B-reminder/reminder_modifier |
| '72': B-reminder/todo |
| '73': B-restaurant_name |
| '74': B-restaurant_type |
| '75': B-served_dish |
| '76': B-service |
| '77': B-sort |
| '78': B-timer/attributes |
| '79': B-track |
| '80': B-weather/attribute |
| '81': B-weather/temperatureUnit |
| '82': B-reference-part |
| - name: intent |
| dtype: |
| class_label: |
| names: |
| '0': AddToPlaylist |
| '1': alarm/cancel_alarm |
| '2': alarm/modify_alarm |
| '3': alarm/set_alarm |
| '4': alarm/show_alarms |
| '5': alarm/snooze_alarm |
| '6': alarm/time_left_on_alarm |
| '7': BookRestaurant |
| '8': PlayMusic |
| '9': RateBook |
| '10': reminder/cancel_reminder |
| '11': reminder/set_reminder |
| '12': reminder/show_reminders |
| '13': SearchCreativeWork |
| '14': SearchScreeningEvent |
| '15': weather/checkSunrise |
| '16': weather/checkSunset |
| '17': weather/find |
| splits: |
| - name: dev |
| num_bytes: 43044 |
| num_examples: 300 |
| - name: test |
| num_bytes: 70501 |
| num_examples: 500 |
| download_size: 41208 |
| dataset_size: 113545 |
| - config_name: ja |
| features: |
| - name: words |
| list: string |
| - name: slots |
| list: |
| class_label: |
| names: |
| '0': O |
| '1': I-alarm/alarm_modifier |
| '2': I-album |
| '3': I-artist |
| '4': I-best_rating |
| '5': I-condition_description |
| '6': I-condition_temperature |
| '7': I-cuisine |
| '8': I-datetime |
| '9': I-entity_name |
| '10': I-facility |
| '11': I-genre |
| '12': I-location |
| '13': I-movie_name |
| '14': I-movie_type |
| '15': I-music_item |
| '16': I-negation |
| '17': I-news/type |
| '18': I-object_location_type |
| '19': I-object_name |
| '20': I-object_part_of_series_type |
| '21': I-object_select |
| '22': I-object_type |
| '23': I-party_size_description |
| '24': I-party_size_number |
| '25': I-playlist |
| '26': I-rating_unit |
| '27': I-rating_value |
| '28': I-recurring_datetime |
| '29': I-reference |
| '30': I-reminder/reminder_modifier |
| '31': I-reminder/todo |
| '32': I-restaurant_name |
| '33': I-restaurant_type |
| '34': I-served_dish |
| '35': I-service |
| '36': I-sort |
| '37': I-timer/attributes |
| '38': I-track |
| '39': I-weather/attribute |
| '40': I-weather/temperatureUnit |
| '41': I-reference-part |
| '42': B-alarm/alarm_modifier |
| '43': B-album |
| '44': B-artist |
| '45': B-best_rating |
| '46': B-condition_description |
| '47': B-condition_temperature |
| '48': B-cuisine |
| '49': B-datetime |
| '50': B-entity_name |
| '51': B-facility |
| '52': B-genre |
| '53': B-location |
| '54': B-movie_name |
| '55': B-movie_type |
| '56': B-music_item |
| '57': B-negation |
| '58': B-news/type |
| '59': B-object_location_type |
| '60': B-object_name |
| '61': B-object_part_of_series_type |
| '62': B-object_select |
| '63': B-object_type |
| '64': B-party_size_description |
| '65': B-party_size_number |
| '66': B-playlist |
| '67': B-rating_unit |
| '68': B-rating_value |
| '69': B-recurring_datetime |
| '70': B-reference |
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| '72': B-reminder/todo |
| '73': B-restaurant_name |
| '74': B-restaurant_type |
| '75': B-served_dish |
| '76': B-service |
| '77': B-sort |
| '78': B-timer/attributes |
| '79': B-track |
| '80': B-weather/attribute |
| '81': B-weather/temperatureUnit |
| '82': B-reference-part |
| - name: intent |
| dtype: |
| class_label: |
| names: |
| '0': AddToPlaylist |
| '1': alarm/cancel_alarm |
| '2': alarm/modify_alarm |
| '3': alarm/set_alarm |
| '4': alarm/show_alarms |
| '5': alarm/snooze_alarm |
| '6': alarm/time_left_on_alarm |
| '7': BookRestaurant |
| '8': PlayMusic |
| '9': RateBook |
| '10': reminder/cancel_reminder |
| '11': reminder/set_reminder |
| '12': reminder/show_reminders |
| '13': SearchCreativeWork |
| '14': SearchScreeningEvent |
| '15': weather/checkSunrise |
| '16': weather/checkSunset |
| '17': weather/find |
| splits: |
| - name: dev |
| num_bytes: 26237 |
| num_examples: 150 |
| - name: test |
| num_bytes: 44092 |
| num_examples: 250 |
| download_size: 23056 |
| dataset_size: 70329 |
| - config_name: kk |
| features: |
| - name: words |
| list: string |
| - name: slots |
| list: |
| class_label: |
| names: |
| '0': O |
| '1': I-alarm/alarm_modifier |
| '2': I-album |
| '3': I-artist |
| '4': I-best_rating |
| '5': I-condition_description |
| '6': I-condition_temperature |
| '7': I-cuisine |
| '8': I-datetime |
| '9': I-entity_name |
| '10': I-facility |
| '11': I-genre |
| '12': I-location |
| '13': I-movie_name |
| '14': I-movie_type |
| '15': I-music_item |
| '16': I-negation |
| '17': I-news/type |
| '18': I-object_location_type |
| '19': I-object_name |
| '20': I-object_part_of_series_type |
| '21': I-object_select |
| '22': I-object_type |
| '23': I-party_size_description |
| '24': I-party_size_number |
| '25': I-playlist |
| '26': I-rating_unit |
| '27': I-rating_value |
| '28': I-recurring_datetime |
| '29': I-reference |
| '30': I-reminder/reminder_modifier |
| '31': I-reminder/todo |
| '32': I-restaurant_name |
| '33': I-restaurant_type |
| '34': I-served_dish |
| '35': I-service |
| '36': I-sort |
| '37': I-timer/attributes |
| '38': I-track |
| '39': I-weather/attribute |
| '40': I-weather/temperatureUnit |
| '41': I-reference-part |
| '42': B-alarm/alarm_modifier |
| '43': B-album |
| '44': B-artist |
| '45': B-best_rating |
| '46': B-condition_description |
| '47': B-condition_temperature |
| '48': B-cuisine |
| '49': B-datetime |
| '50': B-entity_name |
| '51': B-facility |
| '52': B-genre |
| '53': B-location |
| '54': B-movie_name |
| '55': B-movie_type |
| '56': B-music_item |
| '57': B-negation |
| '58': B-news/type |
| '59': B-object_location_type |
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| '64': B-party_size_description |
| '65': B-party_size_number |
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| '67': B-rating_unit |
| '68': B-rating_value |
| '69': B-recurring_datetime |
| '70': B-reference |
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| '72': B-reminder/todo |
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| '74': B-restaurant_type |
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| '77': B-sort |
| '78': B-timer/attributes |
| '79': B-track |
| '80': B-weather/attribute |
| '81': B-weather/temperatureUnit |
| '82': B-reference-part |
| - name: intent |
| dtype: |
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| names: |
| '0': AddToPlaylist |
| '1': alarm/cancel_alarm |
| '2': alarm/modify_alarm |
| '3': alarm/set_alarm |
| '4': alarm/show_alarms |
| '5': alarm/snooze_alarm |
| '6': alarm/time_left_on_alarm |
| '7': BookRestaurant |
| '8': PlayMusic |
| '9': RateBook |
| '10': reminder/cancel_reminder |
| '11': reminder/set_reminder |
| '12': reminder/show_reminders |
| '13': SearchCreativeWork |
| '14': SearchScreeningEvent |
| '15': weather/checkSunrise |
| '16': weather/checkSunset |
| '17': weather/find |
| splits: |
| - name: dev |
| num_bytes: 47650 |
| num_examples: 300 |
| - name: test |
| num_bytes: 79265 |
| num_examples: 500 |
| download_size: 45080 |
| dataset_size: 126915 |
| - config_name: lt |
| features: |
| - name: words |
| list: string |
| - name: slots |
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| class_label: |
| names: |
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| '1': I-alarm/alarm_modifier |
| '2': I-album |
| '3': I-artist |
| '4': I-best_rating |
| '5': I-condition_description |
| '6': I-condition_temperature |
| '7': I-cuisine |
| '8': I-datetime |
| '9': I-entity_name |
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| '13': I-movie_name |
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| '15': I-music_item |
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| '24': I-party_size_number |
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| '32': I-restaurant_name |
| '33': I-restaurant_type |
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| '38': I-track |
| '39': I-weather/attribute |
| '40': I-weather/temperatureUnit |
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| '42': B-alarm/alarm_modifier |
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| '44': B-artist |
| '45': B-best_rating |
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| '47': B-condition_temperature |
| '48': B-cuisine |
| '49': B-datetime |
| '50': B-entity_name |
| '51': B-facility |
| '52': B-genre |
| '53': B-location |
| '54': B-movie_name |
| '55': B-movie_type |
| '56': B-music_item |
| '57': B-negation |
| '58': B-news/type |
| '59': B-object_location_type |
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| '62': B-object_select |
| '63': B-object_type |
| '64': B-party_size_description |
| '65': B-party_size_number |
| '66': B-playlist |
| '67': B-rating_unit |
| '68': B-rating_value |
| '69': B-recurring_datetime |
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| '72': B-reminder/todo |
| '73': B-restaurant_name |
| '74': B-restaurant_type |
| '75': B-served_dish |
| '76': B-service |
| '77': B-sort |
| '78': B-timer/attributes |
| '79': B-track |
| '80': B-weather/attribute |
| '81': B-weather/temperatureUnit |
| '82': B-reference-part |
| - name: intent |
| dtype: |
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| names: |
| '0': AddToPlaylist |
| '1': alarm/cancel_alarm |
| '2': alarm/modify_alarm |
| '3': alarm/set_alarm |
| '4': alarm/show_alarms |
| '5': alarm/snooze_alarm |
| '6': alarm/time_left_on_alarm |
| '7': BookRestaurant |
| '8': PlayMusic |
| '9': RateBook |
| '10': reminder/cancel_reminder |
| '11': reminder/set_reminder |
| '12': reminder/show_reminders |
| '13': SearchCreativeWork |
| '14': SearchScreeningEvent |
| '15': weather/checkSunrise |
| '16': weather/checkSunset |
| '17': weather/find |
| splits: |
| - name: dev |
| num_bytes: 39900 |
| num_examples: 300 |
| - name: test |
| num_bytes: 64043 |
| num_examples: 500 |
| download_size: 42161 |
| dataset_size: 103943 |
| - config_name: nap |
| features: |
| - name: words |
| list: string |
| - name: slots |
| list: |
| class_label: |
| names: |
| '0': O |
| '1': I-alarm/alarm_modifier |
| '2': I-album |
| '3': I-artist |
| '4': I-best_rating |
| '5': I-condition_description |
| '6': I-condition_temperature |
| '7': I-cuisine |
| '8': I-datetime |
| '9': I-entity_name |
| '10': I-facility |
| '11': I-genre |
| '12': I-location |
| '13': I-movie_name |
| '14': I-movie_type |
| '15': I-music_item |
| '16': I-negation |
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| '22': I-object_type |
| '23': I-party_size_description |
| '24': I-party_size_number |
| '25': I-playlist |
| '26': I-rating_unit |
| '27': I-rating_value |
| '28': I-recurring_datetime |
| '29': I-reference |
| '30': I-reminder/reminder_modifier |
| '31': I-reminder/todo |
| '32': I-restaurant_name |
| '33': I-restaurant_type |
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| '35': I-service |
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| '38': I-track |
| '39': I-weather/attribute |
| '40': I-weather/temperatureUnit |
| '41': I-reference-part |
| '42': B-alarm/alarm_modifier |
| '43': B-album |
| '44': B-artist |
| '45': B-best_rating |
| '46': B-condition_description |
| '47': B-condition_temperature |
| '48': B-cuisine |
| '49': B-datetime |
| '50': B-entity_name |
| '51': B-facility |
| '52': B-genre |
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| '54': B-movie_name |
| '55': B-movie_type |
| '56': B-music_item |
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| '64': B-party_size_description |
| '65': B-party_size_number |
| '66': B-playlist |
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| '68': B-rating_value |
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| '72': B-reminder/todo |
| '73': B-restaurant_name |
| '74': B-restaurant_type |
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| '76': B-service |
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| '78': B-timer/attributes |
| '79': B-track |
| '80': B-weather/attribute |
| '81': B-weather/temperatureUnit |
| '82': B-reference-part |
| - name: intent |
| dtype: |
| class_label: |
| names: |
| '0': AddToPlaylist |
| '1': alarm/cancel_alarm |
| '2': alarm/modify_alarm |
| '3': alarm/set_alarm |
| '4': alarm/show_alarms |
| '5': alarm/snooze_alarm |
| '6': alarm/time_left_on_alarm |
| '7': BookRestaurant |
| '8': PlayMusic |
| '9': RateBook |
| '10': reminder/cancel_reminder |
| '11': reminder/set_reminder |
| '12': reminder/show_reminders |
| '13': SearchCreativeWork |
| '14': SearchScreeningEvent |
| '15': weather/checkSunrise |
| '16': weather/checkSunset |
| '17': weather/find |
| splits: |
| - name: dev |
| num_bytes: 44195 |
| num_examples: 300 |
| - name: test |
| num_bytes: 71241 |
| num_examples: 500 |
| download_size: 42055 |
| dataset_size: 115436 |
| - config_name: nl |
| features: |
| - name: words |
| list: string |
| - name: slots |
| list: |
| class_label: |
| names: |
| '0': O |
| '1': I-alarm/alarm_modifier |
| '2': I-album |
| '3': I-artist |
| '4': I-best_rating |
| '5': I-condition_description |
| '6': I-condition_temperature |
| '7': I-cuisine |
| '8': I-datetime |
| '9': I-entity_name |
| '10': I-facility |
| '11': I-genre |
| '12': I-location |
| '13': I-movie_name |
| '14': I-movie_type |
| '15': I-music_item |
| '16': I-negation |
| '17': I-news/type |
| '18': I-object_location_type |
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| '20': I-object_part_of_series_type |
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| '24': I-party_size_number |
| '25': I-playlist |
| '26': I-rating_unit |
| '27': I-rating_value |
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| '29': I-reference |
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| '33': I-restaurant_type |
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| '38': I-track |
| '39': I-weather/attribute |
| '40': I-weather/temperatureUnit |
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| '42': B-alarm/alarm_modifier |
| '43': B-album |
| '44': B-artist |
| '45': B-best_rating |
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| '47': B-condition_temperature |
| '48': B-cuisine |
| '49': B-datetime |
| '50': B-entity_name |
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| '64': B-party_size_description |
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| '66': B-playlist |
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| '79': B-track |
| '80': B-weather/attribute |
| '81': B-weather/temperatureUnit |
| '82': B-reference-part |
| - name: intent |
| dtype: |
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| names: |
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| '1': alarm/cancel_alarm |
| '2': alarm/modify_alarm |
| '3': alarm/set_alarm |
| '4': alarm/show_alarms |
| '5': alarm/snooze_alarm |
| '6': alarm/time_left_on_alarm |
| '7': BookRestaurant |
| '8': PlayMusic |
| '9': RateBook |
| '10': reminder/cancel_reminder |
| '11': reminder/set_reminder |
| '12': reminder/show_reminders |
| '13': SearchCreativeWork |
| '14': SearchScreeningEvent |
| '15': weather/checkSunrise |
| '16': weather/checkSunset |
| '17': weather/find |
| splits: |
| - name: dev |
| num_bytes: 43007 |
| num_examples: 300 |
| - name: test |
| num_bytes: 71458 |
| num_examples: 500 |
| download_size: 40963 |
| dataset_size: 114465 |
| - config_name: 'no' |
| features: |
| - name: words |
| list: string |
| - name: slots |
| list: |
| class_label: |
| names: |
| '0': O |
| '1': I-alarm/alarm_modifier |
| '2': I-album |
| '3': I-artist |
| '4': I-best_rating |
| '5': I-condition_description |
| '6': I-condition_temperature |
| '7': I-cuisine |
| '8': I-datetime |
| '9': I-entity_name |
| '10': I-facility |
| '11': I-genre |
| '12': I-location |
| '13': I-movie_name |
| '14': I-movie_type |
| '15': I-music_item |
| '16': I-negation |
| '17': I-news/type |
| '18': I-object_location_type |
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| '20': I-object_part_of_series_type |
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| '22': I-object_type |
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| '24': I-party_size_number |
| '25': I-playlist |
| '26': I-rating_unit |
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| '29': I-reference |
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| '33': I-restaurant_type |
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| '38': I-track |
| '39': I-weather/attribute |
| '40': I-weather/temperatureUnit |
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| '42': B-alarm/alarm_modifier |
| '43': B-album |
| '44': B-artist |
| '45': B-best_rating |
| '46': B-condition_description |
| '47': B-condition_temperature |
| '48': B-cuisine |
| '49': B-datetime |
| '50': B-entity_name |
| '51': B-facility |
| '52': B-genre |
| '53': B-location |
| '54': B-movie_name |
| '55': B-movie_type |
| '56': B-music_item |
| '57': B-negation |
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| '78': B-timer/attributes |
| '79': B-track |
| '80': B-weather/attribute |
| '81': B-weather/temperatureUnit |
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| - name: intent |
| dtype: |
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| names: |
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| '1': alarm/cancel_alarm |
| '2': alarm/modify_alarm |
| '3': alarm/set_alarm |
| '4': alarm/show_alarms |
| '5': alarm/snooze_alarm |
| '6': alarm/time_left_on_alarm |
| '7': BookRestaurant |
| '8': PlayMusic |
| '9': RateBook |
| '10': reminder/cancel_reminder |
| '11': reminder/set_reminder |
| '12': reminder/show_reminders |
| '13': SearchCreativeWork |
| '14': SearchScreeningEvent |
| '15': weather/checkSunrise |
| '16': weather/checkSunset |
| '17': weather/find |
| splits: |
| - name: dev |
| num_bytes: 473111 |
| num_examples: 3300 |
| - name: test |
| num_bytes: 771745 |
| num_examples: 5500 |
| download_size: 195139 |
| dataset_size: 1244856 |
| - config_name: sr |
| features: |
| - name: words |
| list: string |
| - name: slots |
| list: |
| class_label: |
| names: |
| '0': O |
| '1': I-alarm/alarm_modifier |
| '2': I-album |
| '3': I-artist |
| '4': I-best_rating |
| '5': I-condition_description |
| '6': I-condition_temperature |
| '7': I-cuisine |
| '8': I-datetime |
| '9': I-entity_name |
| '10': I-facility |
| '11': I-genre |
| '12': I-location |
| '13': I-movie_name |
| '14': I-movie_type |
| '15': I-music_item |
| '16': I-negation |
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| '21': I-object_select |
| '22': I-object_type |
| '23': I-party_size_description |
| '24': I-party_size_number |
| '25': I-playlist |
| '26': I-rating_unit |
| '27': I-rating_value |
| '28': I-recurring_datetime |
| '29': I-reference |
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| '31': I-reminder/todo |
| '32': I-restaurant_name |
| '33': I-restaurant_type |
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| '38': I-track |
| '39': I-weather/attribute |
| '40': I-weather/temperatureUnit |
| '41': I-reference-part |
| '42': B-alarm/alarm_modifier |
| '43': B-album |
| '44': B-artist |
| '45': B-best_rating |
| '46': B-condition_description |
| '47': B-condition_temperature |
| '48': B-cuisine |
| '49': B-datetime |
| '50': B-entity_name |
| '51': B-facility |
| '52': B-genre |
| '53': B-location |
| '54': B-movie_name |
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| '56': B-music_item |
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| '79': B-track |
| '80': B-weather/attribute |
| '81': B-weather/temperatureUnit |
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| - name: intent |
| dtype: |
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| names: |
| '0': AddToPlaylist |
| '1': alarm/cancel_alarm |
| '2': alarm/modify_alarm |
| '3': alarm/set_alarm |
| '4': alarm/show_alarms |
| '5': alarm/snooze_alarm |
| '6': alarm/time_left_on_alarm |
| '7': BookRestaurant |
| '8': PlayMusic |
| '9': RateBook |
| '10': reminder/cancel_reminder |
| '11': reminder/set_reminder |
| '12': reminder/show_reminders |
| '13': SearchCreativeWork |
| '14': SearchScreeningEvent |
| '15': weather/checkSunrise |
| '16': weather/checkSunset |
| '17': weather/find |
| splits: |
| - name: dev |
| num_bytes: 42518 |
| num_examples: 300 |
| - name: test |
| num_bytes: 72942 |
| num_examples: 500 |
| download_size: 43364 |
| dataset_size: 115460 |
| - config_name: tr |
| features: |
| - name: words |
| list: string |
| - name: slots |
| list: |
| class_label: |
| names: |
| '0': O |
| '1': I-alarm/alarm_modifier |
| '2': I-album |
| '3': I-artist |
| '4': I-best_rating |
| '5': I-condition_description |
| '6': I-condition_temperature |
| '7': I-cuisine |
| '8': I-datetime |
| '9': I-entity_name |
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| '11': I-genre |
| '12': I-location |
| '13': I-movie_name |
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| '23': I-party_size_description |
| '24': I-party_size_number |
| '25': I-playlist |
| '26': I-rating_unit |
| '27': I-rating_value |
| '28': I-recurring_datetime |
| '29': I-reference |
| '30': I-reminder/reminder_modifier |
| '31': I-reminder/todo |
| '32': I-restaurant_name |
| '33': I-restaurant_type |
| '34': I-served_dish |
| '35': I-service |
| '36': I-sort |
| '37': I-timer/attributes |
| '38': I-track |
| '39': I-weather/attribute |
| '40': I-weather/temperatureUnit |
| '41': I-reference-part |
| '42': B-alarm/alarm_modifier |
| '43': B-album |
| '44': B-artist |
| '45': B-best_rating |
| '46': B-condition_description |
| '47': B-condition_temperature |
| '48': B-cuisine |
| '49': B-datetime |
| '50': B-entity_name |
| '51': B-facility |
| '52': B-genre |
| '53': B-location |
| '54': B-movie_name |
| '55': B-movie_type |
| '56': B-music_item |
| '57': B-negation |
| '58': B-news/type |
| '59': B-object_location_type |
| '60': B-object_name |
| '61': B-object_part_of_series_type |
| '62': B-object_select |
| '63': B-object_type |
| '64': B-party_size_description |
| '65': B-party_size_number |
| '66': B-playlist |
| '67': B-rating_unit |
| '68': B-rating_value |
| '69': B-recurring_datetime |
| '70': B-reference |
| '71': B-reminder/reminder_modifier |
| '72': B-reminder/todo |
| '73': B-restaurant_name |
| '74': B-restaurant_type |
| '75': B-served_dish |
| '76': B-service |
| '77': B-sort |
| '78': B-timer/attributes |
| '79': B-track |
| '80': B-weather/attribute |
| '81': B-weather/temperatureUnit |
| '82': B-reference-part |
| - name: intent |
| dtype: |
| class_label: |
| names: |
| '0': AddToPlaylist |
| '1': alarm/cancel_alarm |
| '2': alarm/modify_alarm |
| '3': alarm/set_alarm |
| '4': alarm/show_alarms |
| '5': alarm/snooze_alarm |
| '6': alarm/time_left_on_alarm |
| '7': BookRestaurant |
| '8': PlayMusic |
| '9': RateBook |
| '10': reminder/cancel_reminder |
| '11': reminder/set_reminder |
| '12': reminder/show_reminders |
| '13': SearchCreativeWork |
| '14': SearchScreeningEvent |
| '15': weather/checkSunrise |
| '16': weather/checkSunset |
| '17': weather/find |
| splits: |
| - name: dev |
| num_bytes: 38782 |
| num_examples: 300 |
| - name: test |
| num_bytes: 64046 |
| num_examples: 500 |
| download_size: 41863 |
| dataset_size: 102828 |
| - config_name: zh |
| features: |
| - name: words |
| list: string |
| - name: slots |
| list: |
| class_label: |
| names: |
| '0': O |
| '1': I-alarm/alarm_modifier |
| '2': I-album |
| '3': I-artist |
| '4': I-best_rating |
| '5': I-condition_description |
| '6': I-condition_temperature |
| '7': I-cuisine |
| '8': I-datetime |
| '9': I-entity_name |
| '10': I-facility |
| '11': I-genre |
| '12': I-location |
| '13': I-movie_name |
| '14': I-movie_type |
| '15': I-music_item |
| '16': I-negation |
| '17': I-news/type |
| '18': I-object_location_type |
| '19': I-object_name |
| '20': I-object_part_of_series_type |
| '21': I-object_select |
| '22': I-object_type |
| '23': I-party_size_description |
| '24': I-party_size_number |
| '25': I-playlist |
| '26': I-rating_unit |
| '27': I-rating_value |
| '28': I-recurring_datetime |
| '29': I-reference |
| '30': I-reminder/reminder_modifier |
| '31': I-reminder/todo |
| '32': I-restaurant_name |
| '33': I-restaurant_type |
| '34': I-served_dish |
| '35': I-service |
| '36': I-sort |
| '37': I-timer/attributes |
| '38': I-track |
| '39': I-weather/attribute |
| '40': I-weather/temperatureUnit |
| '41': I-reference-part |
| '42': B-alarm/alarm_modifier |
| '43': B-album |
| '44': B-artist |
| '45': B-best_rating |
| '46': B-condition_description |
| '47': B-condition_temperature |
| '48': B-cuisine |
| '49': B-datetime |
| '50': B-entity_name |
| '51': B-facility |
| '52': B-genre |
| '53': B-location |
| '54': B-movie_name |
| '55': B-movie_type |
| '56': B-music_item |
| '57': B-negation |
| '58': B-news/type |
| '59': B-object_location_type |
| '60': B-object_name |
| '61': B-object_part_of_series_type |
| '62': B-object_select |
| '63': B-object_type |
| '64': B-party_size_description |
| '65': B-party_size_number |
| '66': B-playlist |
| '67': B-rating_unit |
| '68': B-rating_value |
| '69': B-recurring_datetime |
| '70': B-reference |
| '71': B-reminder/reminder_modifier |
| '72': B-reminder/todo |
| '73': B-restaurant_name |
| '74': B-restaurant_type |
| '75': B-served_dish |
| '76': B-service |
| '77': B-sort |
| '78': B-timer/attributes |
| '79': B-track |
| '80': B-weather/attribute |
| '81': B-weather/temperatureUnit |
| '82': B-reference-part |
| - name: intent |
| dtype: |
| class_label: |
| names: |
| '0': AddToPlaylist |
| '1': alarm/cancel_alarm |
| '2': alarm/modify_alarm |
| '3': alarm/set_alarm |
| '4': alarm/show_alarms |
| '5': alarm/snooze_alarm |
| '6': alarm/time_left_on_alarm |
| '7': BookRestaurant |
| '8': PlayMusic |
| '9': RateBook |
| '10': reminder/cancel_reminder |
| '11': reminder/set_reminder |
| '12': reminder/show_reminders |
| '13': SearchCreativeWork |
| '14': SearchScreeningEvent |
| '15': weather/checkSunrise |
| '16': weather/checkSunset |
| '17': weather/find |
| splits: |
| - name: dev |
| num_bytes: 41465 |
| num_examples: 300 |
| - name: test |
| num_bytes: 69082 |
| num_examples: 500 |
| download_size: 41588 |
| dataset_size: 110547 |
| configs: |
| - config_name: ar |
| data_files: |
| - split: dev |
| path: ar/dev-* |
| - split: test |
| path: ar/test-* |
| - config_name: da |
| data_files: |
| - split: dev |
| path: da/dev-* |
| - split: test |
| path: da/test-* |
| - config_name: de |
| data_files: |
| - split: dev |
| path: de/dev-* |
| - split: test |
| path: de/test-* |
| - config_name: de-ba |
| data_files: |
| - split: dev |
| path: de-ba/dev-* |
| - split: test |
| path: de-ba/test-* |
| - config_name: de-muc |
| data_files: |
| - split: dev |
| path: de-muc/dev-* |
| - split: test |
| path: de-muc/test-* |
| - config_name: de-st |
| data_files: |
| - split: dev |
| path: de-st/dev-* |
| - split: test |
| path: de-st/test-* |
| - config_name: en |
| data_files: |
| - split: dev |
| path: en/dev-* |
| - split: test |
| path: en/test-* |
| - split: train |
| path: en/train-* |
| - config_name: gsw |
| data_files: |
| - split: dev |
| path: gsw/dev-* |
| - split: test |
| path: gsw/test-* |
| - config_name: id |
| data_files: |
| - split: dev |
| path: id/dev-* |
| - split: test |
| path: id/test-* |
| - config_name: it |
| data_files: |
| - split: dev |
| path: it/dev-* |
| - split: test |
| path: it/test-* |
| - config_name: ja |
| data_files: |
| - split: dev |
| path: ja/dev-* |
| - split: test |
| path: ja/test-* |
| - config_name: kk |
| data_files: |
| - split: dev |
| path: kk/dev-* |
| - split: test |
| path: kk/test-* |
| - config_name: lt |
| data_files: |
| - split: dev |
| path: lt/dev-* |
| - split: test |
| path: lt/test-* |
| - config_name: nap |
| data_files: |
| - split: dev |
| path: nap/dev-* |
| - split: test |
| path: nap/test-* |
| - config_name: nl |
| data_files: |
| - split: dev |
| path: nl/dev-* |
| - split: test |
| path: nl/test-* |
| - config_name: 'no' |
| data_files: |
| - split: dev |
| path: no/dev-* |
| - split: test |
| path: no/test-* |
| - config_name: sr |
| data_files: |
| - split: dev |
| path: sr/dev-* |
| - split: test |
| path: sr/test-* |
| - config_name: tr |
| data_files: |
| - split: dev |
| path: tr/dev-* |
| - split: test |
| path: tr/test-* |
| - config_name: zh |
| data_files: |
| - split: dev |
| path: zh/dev-* |
| - split: test |
| path: zh/test-* |
| language: |
| - ar |
| - da |
| - de |
| - en |
| - id |
| - it |
| - ja |
| - kk |
| - lt |
| - nl |
| - nb |
| - nn |
| - sr |
| - tr |
| - zh |
| --- |
| |
| # From Masked-Language Modeling to Translation: Non-English Auxiliary Tasks Improve Zero-shot Spoken Language Understanding |
|
|
| This repository contains the latest xSID data (v0.7). It is a copy of the data from: https://bitbucket.org/robvanderg/multilexnorm/src/master/ , where you can find the code to reproduce the paper. |
|
|
| Please cite the papers below if you use the data. |
|
|
| []() |
|
|
| Usage: |
| ``` |
| from datasets import load_dataset |
| |
| ds = load_dataset( |
| "robvanderg/xSID", |
| "da", |
| split="dev", |
| ) |
| |
| print(ds) |
| |
| |
| Dataset({ |
| features: ['words', 'slots', 'intent'], |
| num_rows: 300 |
| }) |
| ``` |
|
|
|
|
| ## Citation |
| ``` |
| @inproceedings{van-der-goot-etal-2021-masked, |
| title = "From Masked Language Modeling to Translation: Non-{E}nglish Auxiliary Tasks Improve Zero-shot Spoken Language Understanding", |
| author = {van der Goot, Rob and |
| Sharaf, Ibrahim and |
| Imankulova, Aizhan and |
| {\"U}st{\"u}n, Ahmet and |
| Stepanovi{\'c}, Marija and |
| Ramponi, Alan and |
| Khairunnisa, Siti Oryza and |
| Komachi, Mamoru and |
| Plank, Barbara}, |
| editor = "Toutanova, Kristina and |
| Rumshisky, Anna and |
| Zettlemoyer, Luke and |
| Hakkani-Tur, Dilek and |
| Beltagy, Iz and |
| Bethard, Steven and |
| Cotterell, Ryan and |
| Chakraborty, Tanmoy and |
| Zhou, Yichao", |
| booktitle = "Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies", |
| month = jun, |
| year = "2021", |
| address = "Online", |
| publisher = "Association for Computational Linguistics", |
| url = "https://aclanthology.org/2021.naacl-main.197", |
| doi = "10.18653/v1/2021.naacl-main.197", |
| pages = "2479--2497", |
| } |
| ``` |
| If you use version >= 0.4 (which includes Neapolitan and Swiss German), please also cite: |
|
|
| ``` |
| @inproceedings{aepli-etal-2023-findings, |
| title = "Findings of the {V}ar{D}ial Evaluation Campaign 2023", |
| author = {Aepli, No{\"e}mi and |
| {\c{C}}{\"o}ltekin, {\c{C}}a{\u{g}}r{\i} and |
| Van Der Goot, Rob and |
| Jauhiainen, Tommi and |
| Kazzaz, Mourhaf and |
| Ljube{\v{s}}i{\'c}, Nikola and |
| North, Kai and |
| Plank, Barbara and |
| Scherrer, Yves and |
| Zampieri, Marcos}, |
| editor = {Scherrer, Yves and |
| Jauhiainen, Tommi and |
| Ljube{\v{s}}i{\'c}, Nikola and |
| Nakov, Preslav and |
| Tiedemann, J{\"o}rg and |
| Zampieri, Marcos}, |
| booktitle = "Tenth Workshop on NLP for Similar Languages, Varieties and Dialects (VarDial 2023)", |
| month = may, |
| year = "2023", |
| address = "Dubrovnik, Croatia", |
| publisher = "Association for Computational Linguistics", |
| url = "https://aclanthology.org/2023.vardial-1.25", |
| doi = "10.18653/v1/2023.vardial-1.25", |
| pages = "251--261", |
| } |
| ``` |
|
|
| If you use version >= 0.5 (which includes Bavarian and Lithuanian), please also cite: |
|
|
| ``` |
| @inproceedings{winkler-etal-2024-slot, |
| title = "Slot and Intent Detection Resources for {B}avarian and {L}ithuanian: Assessing Translations vs Natural Queries to Digital Assistants", |
| author = "Winkler, Miriam and |
| Juozapaityte, Virginija and |
| van der Goot, Rob and |
| Plank, Barbara", |
| editor = "Calzolari, Nicoletta and |
| Kan, Min-Yen and |
| Hoste, Veronique and |
| Lenci, Alessandro and |
| Sakti, Sakriani and |
| Xue, Nianwen", |
| booktitle = "Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)", |
| month = may, |
| year = "2024", |
| address = "Torino, Italia", |
| publisher = "ELRA and ICCL", |
| url = "https://aclanthology.org/2024.lrec-main.1297", |
| pages = "14898--14915", |
| @inproceedings{Winkler2024, |
| title = "Slot and Intent Detection Resources for {B}avarian and {L}ithuanian: Assessing Translations vs Natural Queries to Digital Assistants", |
| author = "Winkler, Miriam and Juozapaityte, Virginija and van der Goot, Rob and Plank, Barbara", |
| booktitle = "Proceedings of The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation", |
| year = "2024", |
| publisher = "Association for Computational Linguistics", |
| } |
| ``` |
|
|
| If you use version >= 0.7 (which includes Munich Bavarian and Norwegian dialects), please also cite: |
|
|
| ``` |
| @inproceedings{kruckl-etal-2025-improving, |
| title = "Improving Dialectal Slot and Intent Detection with Auxiliary Tasks: A Multi-Dialectal {B}avarian Case Study", |
| author = {Kr{\"u}ckl, Xaver Maria and |
| Blaschke, Verena and |
| Plank, Barbara}, |
| editor = "Scherrer, Yves and |
| Jauhiainen, Tommi and |
| Ljube{\v{s}}i{\'c}, Nikola and |
| Nakov, Preslav and |
| Tiedemann, Jorg and |
| Zampieri, Marcos", |
| booktitle = "Proceedings of the 12th Workshop on NLP for Similar Languages, Varieties and Dialects", |
| month = jan, |
| year = "2025", |
| address = "Abu Dhabi, UAE", |
| publisher = "Association for Computational Linguistics", |
| url = "https://aclanthology.org/2025.vardial-1.10/", |
| pages = "128--146" |
| } |
| @inproceedings{maehlum-scherrer-2024-nomusic, |
| title = "{N}o{M}usic - The {N}orwegian Multi-Dialectal Slot and Intent Detection Corpus", |
| author = "M{\ae}hlum, Petter and |
| Scherrer, Yves", |
| editor = {Scherrer, Yves and |
| Jauhiainen, Tommi and |
| Ljube{\v{s}}i{\'c}, Nikola and |
| Zampieri, Marcos and |
| Nakov, Preslav and |
| Tiedemann, J{\"o}rg}, |
| booktitle = "Proceedings of the Eleventh Workshop on NLP for Similar Languages, Varieties, and Dialects (VarDial 2024)", |
| month = jun, |
| year = "2024", |
| address = "Mexico City, Mexico", |
| publisher = "Association for Computational Linguistics", |
| url = "https://aclanthology.org/2024.vardial-1.9/", |
| doi = "10.18653/v1/2024.vardial-1.9", |
| pages = "107--116" |
| } |
| ``` |
|
|
|
|
