Datasets:

deutsche-telekom
/

NLU-Evaluation-Data-en-de

userid float64 1 1.01k ⌀	answerid float64 1 27.4k ⌀	scenario stringclasses 18 values	intent stringlengths 3 15	status stringclasses 6 values	answer_annotation stringlengths 1 365 ⌀	notes nulllengths 4 154 ⌀	suggested_entities stringlengths 4 47 ⌀	answer_normalised stringlengths 1 365 ⌀	answer stringlengths 1 367 ⌀	question stringlengths 20 129 ⌀	answer_de stringlengths 1 392 ⌀
1	1	alarm	set	null	wake me up at [time : five am] [date : this week]	null	date, time	wake me up at five am this week	wake me up at 5am this week	Write what you would tell your PDA in the following scenario: to set an alarm.	Wecken Sie mich diese Woche um 5 Uhr morgens
1	2	alarm	set	null	wake me up at [time : nine am] on [date : friday]	null	date, time	wake me up at nine am on friday	wake me up at 9am on Friday	Write what you would tell your PDA in the following scenario: to set an alarm.	Wecken Sie mich am Freitag um 9 Uhr
1	3	alarm	set	null	set an alarm for [time : two hours from now]	null	date, time	set an alarm for two hours from now	set an alarm for two hours from now	Write what you would tell your PDA in the following scenario: to set an alarm.	einen Wecker für zwei Stunden ab jetzt stellen
1	31	audio	volume_mute	null	quiet	null	player_setting	quiet	Olly quiet!	Write what you would tell your PDA in the following scenario: You want to mute the speakers.	Olly, sei still!
1	32	audio	volume_mute	IRR_XL	stop	null	player_setting	stop	Stop!	Write what you would tell your PDA in the following scenario: You want to mute the speakers.	Stopp!
1	33	audio	volume_mute	null	pause for [time : ten seconds]	null	player_setting	pause for ten seconds	Olly pause for ten seconds	Write what you would tell your PDA in the following scenario: You want to mute the speakers.	Olly hält für zehn Sekunden inne
1	37	iot	hue_lightchange	null	[color_type : pink] is all we need	null	color_type	pink is all we need	pink is all we need	How would you ask your PDA to change the light colors?	Rosa ist alles, was wir brauchen.
1	38	iot	hue_lightchange	null	make the lighting bit more [color_type : warm] here	null	color_type	make the lighting bit more warm here	make the lighting bit more warm here	How would you ask your PDA to change the light colors?	mach die Beleuchtung hier etwas wärmer
1	39	iot	hue_lightchange	null	please set the lighting [color_type : suitable for reading]	null	color_type	please set the lighting suitable for reading	please set the lighting suitable for reading	How would you ask your PDA to change the light colors?	bitte die Beleuchtung zum Lesen einstellen
1	40	iot	hue_lightoff	null	turn the lights off please	null	null	turn the lights off please	turn the lights off please	How would you ask your PDA to turn the lights off?	Mach bitte das Licht aus
1	41	iot	hue_lightoff	null	time to sleep	null	null	time to sleep	time to sleep olly!	How would you ask your PDA to turn the lights off?	Zeit zum Schlafen, Olly!
1	42	iot	hue_lighton	null	and the darkness has fallen	null	null	and the darkness has fallen	and the darkness has fallen	How would you ask your PDA to turn the lights off?	und die Dunkelheit ist eingebrochen
1	43	iot	hue_lightoff	null	turn off the light in the [house_place : bathroom]	null	room_type	turn off the light in the bathroom	Turn off the light in the bathroom	How would you ask your PDA to turn the lights off in one room?	Mach das Licht im Bad aus
1	44	iot	hue_lightdim	null	dim the lights in the [house_place : hall]	null	room_type	dim the lights in the hall	Olly, dim the lights in the hall	How would you ask your PDA to turn the lights off in one room?	Olly, dimme das Licht im Flur
1	45	iot	hue_lightoff	null	turn the lights off in the [house_place : bedroom]	null	room_type	turn the lights off in the bedroom	Olly, turn the lights off in the bedroom	How would you ask your PDA to turn the lights off in one room?	Olly, schalte das Licht im Schlafzimmer aus
1	46	iot	hue_lightchange	null	set lights [change_amount : to twenty percent]	null	hue_setting	set lights to twenty percent	Olly, set lights to 20 percent	Write what you would tell your PDA in the following scenario: You want to lower the lights.	Olly, stell das Licht auf 20 Prozent
1	47	iot	hue_lightdim	null	dim the lights in the [house_place : kitchen]	null	hue_setting	dim the lights in the kitchen	dim the lights in the kitchen	Write what you would tell your PDA in the following scenario: You want to lower the lights.	dimme das Licht in der Küche
1	48	iot	hue_lightdim	null	make a [house_place : room] darker	null	hue_setting	make a room darker	make a room darker	Write what you would tell your PDA in the following scenario: You want to lower the lights.	einen Raum dunkler machen
1	49	iot	cleaning	null	clean the [house_place : flat]	null	null	clean the flat	olly, clean the flat	Write what you would tell your PDA in the following scenario: You want to start your robot vacuum cleaner.	Olly, putze die Wohnung
1	50	iot	cleaning	null	it's dirty here make some noise	null	null	it's dirty here make some noise	it's dirty here, make some noise!	Write what you would tell your PDA in the following scenario: You want to start your robot vacuum cleaner.	hier ist es schmutzig, mach mal Lärm!
1	51	iot	cleaning	null	vacuum the [house_place : house]	null	null	vacuum the house	vacuum the house olly	Write what you would tell your PDA in the following scenario: You want to start your robot vacuum cleaner.	sauge das Haus olly
1	52	iot	cleaning	null	cleaning is good dust is so bad do now your magic clean my [house_place : carpet]	null	null	cleaning is good dust is so bad do now your magic clean my carpet	cleaning is good, dust is so bad do now your magic clean my carpet	How would you ask your PDA to activate your robot vacuum cleaner?	Putzen ist gut, Staub ist so schlimm, mach jetzt deinen Zauber, reinige meinen Teppich
1	53	iot	cleaning	null	hoover the [house_place : hallway]	null	null	hoover the hallway	hoover the hallway	How would you ask your PDA to activate your robot vacuum cleaner?	Staubsauge den Hausflur
1	54	iot	cleaning	null	hoover the [house_place : carpets] around	null	null	hoover the carpets around	hoover the carpets around	How would you ask your PDA to activate your robot vacuum cleaner?	saug die Teppiche rundherum
201	5,489	calendar	query	null	check when the show starts	null	null	check when the show starts	check when the show starts	How would you tell your PDA to confirm a setting	Schau nach, wann die Show beginnt
181	5,062	play	music	null	i want to listen [artist_name : arijit singh] song once again	null	null	i want to listen arijit singh song once again	I WANT TO LISTEN ARIJIT SINGH SONG ONCE AGAIN.	Write what you would tell your PDA in the following scenario: You want to hear something again.	ICH MÖCHTE NOCH EINMAL DAS LIED VON ARIJIT SINGH HÖREN.
181	5,063	play	music	null	i want to play that [media_type : music] one again	null	null	i want to play that music one again	I WANT TO PLAY THAT MUSIC ONE AGAIN.	Write what you would tell your PDA in the following scenario: You want to hear something again.	ICH MÖCHTE NOCH EINMAL DIESE MUSIK SPIELEN.
201	5,488	general	quirky	null	check my car is ready	null	null	check my car is ready	check my car is ready	How would you tell your PDA to confirm a setting	prüfe, ob mein Auto bereit ist
201	5,490	general	quirky	null	check my laptop is working	null	null	check my laptop is working	check my laptop is working	How would you tell your PDA to confirm a setting	Prüfe, ob mein Laptop funktioniert
224	6,242	general	quirky	null	is the brightness of my screen running low	null	null	is the brightness of my screen running low	Is the brightness of my screen running low?	How would you tell your PDA to confirm a setting	Ist die Helligkeit meines Bildschirms zu niedrig?
224	6,243	general	quirky	null	i need to have location services on can you check	null	null	i need to have location services on can you check	I need to have location services on, can you check?	How would you tell your PDA to confirm a setting	Ich muss die Ortungsdienste aktivieren, können Sie das überprüfen?
1,003	27,046	general	quirky	null	check the status of my power usage	null	null	check the status of my power usage	Check the status of my power usage	How would you tell your PDA to confirm a setting	Prüfen Sie den Status meines Stromverbrauchs
1,003	27,047	general	quirky	null	i want the status on my screen brightness	null	null	i want the status on my screen brightness	I want the status on my screen brightness	How would you tell your PDA to confirm a setting	Ich möchte den Status meiner Bildschirmhelligkeit abfragen.
1,003	27,048	general	quirky	null	give me the status on my available memory	null	null	give me the status on my available memory	Give me the status on my available memory.	How would you tell your PDA to confirm a setting	Geben Sie mir den Status meines verfügbaren Speichers.
1	60	general	quirky	null	i am not tired i am actually happy	null	null	i am not tired i am actually happy	Olly, I am not tired, I am actually happy.	Write what you would tell your PDA in the following scenario: You want to let it know it did something wrong.	Olly, ich bin nicht müde, ich bin sogar glücklich.
1	64	general	greet	null	what's up	null	null	what's up	what's up olly	Write what you would tell your PDA in the following scenario: You want to start a conversation with your PDA.	Was ist los Olly
1	79	datetime	query	null	what's the time in [place_name : australia]	null	location_start, location_stop, time	what's the time in australia	what's the time in australia	Write what you would tell your PDA in the following scenario: You want to the time in a timezone.	Wie spät ist es in Australien?
1	80	datetime	query	null	tell me the time in [place_name : moscow]	null	location_start, location_stop, time	tell me the time in moscow	tell me the time in Moscow	Write what you would tell your PDA in the following scenario: You want to the time in a timezone.	Wie spät ist es in Moskau?
1	81	datetime	convert	null	tell me the time in [time_zone : g. m. t. plus five]	null	location_start, location_stop, time	tell me the time in g. m. t. plus five	tell me the time in GMT plus 5	Write what you would tell your PDA in the following scenario: You want to the time in a timezone.	Wie spät ist es in GMT plus 5?
1	85	takeaway	query	MOD	most rated [order_type : delivery] options for [food_type : chinese] food	null	food_type, location	list most rated deliveroo options for chinese food	olly, list most rated deliveroo options for chinese food	How would you ask your PDA to order takeaway food?	Olly, listen Sie die am besten bewerteten Deliveroo-Optionen für chinesisches Essen auf
1	86	takeaway	query	MOD	i want some [food_type : curry] to go any recommendations	null	food_type, location	i want some curry to go any recommendations	i want some curry to go, any recommendations olly?	How would you ask your PDA to order takeaway food?	Ich möchte ein Curry zum Mitnehmen, irgendwelche Empfehlungen, Olly?
1	87	takeaway	query	MOD	find my [food_type : thai] [order_type : takeaways] around [place_name : grassmarket]	null	food_type, location	find my thai takeaways around grassmarket	find my thai takeaways around grassmarket	How would you ask your PDA to order takeaway food?	Finde meine thailändischen Imbissbuden rund um den Grassmarket
2	558	alarm	remove	null	cancel my [time : seven am] alarm	null	date, time	cancel my seven am alarm	Cancel my 7am alarm	Write what you would tell your PDA in the following scenario: you want to know about any alarms you have set.	meinen 7-Uhr-Alarm abstellen
2	559	alarm	remove	null	remove the alarm set for [time : ten pm]	null	date, time	remove the alarm set for ten pm	Remove the alarm set for 10pm	Write what you would tell your PDA in the following scenario: you want to know about any alarms you have set.	Entferne den für 22 Uhr eingestellten Alarm
2	560	alarm	remove	null	stop [time : seven am] alarm	null	date, time	stop seven am alarm	Stop 7am alarm	Write what you would tell your PDA in the following scenario: you want to know about any alarms you have set.	7-Uhr-Alarm stoppen
2	561	alarm	query	null	what alarms i have set	null	null	what alarms i have set	what alarms I have set?	Write what you would tell your PDA in the following scenario: you to know about any alarms you have set.	Welche Alarme habe ich eingestellt?
2	562	alarm	query	null	please list active alarms	null	null	please list active alarms	Please list active alarms	Write what you would tell your PDA in the following scenario: you to know about any alarms you have set.	Bitte aktive Alarme auflisten
2	563	alarm	query	null	tell me about my alarms	null	null	tell me about my alarms	Tell me about my alarms	Write what you would tell your PDA in the following scenario: you to know about any alarms you have set.	Erzählen Sie mir von meinen Alarmen
2	582	news	query	null	whats new in [place_name : london]	null	news_source	whats new in london	Whats new in London	How would you ask your PDA for news from a particular source?	Was gibt es Neues in London?
2	583	news	query	null	tell me latest [media_type : bbc] news	null	news_source	tell me latest bbc news	Tell me latest BBC news	How would you ask your PDA for news from a particular source?	Informieren Sie mich über die BBC-Nachrichten
2	584	news	query	null	whats happening in [news_topic : football] [date : today]	null	news_source	whats happening in football today	Whats happening in football today?	How would you ask your PDA for news from a particular source?	Was passiert heute im Fußball?
2	585	play	music	null	please play [song_name : yesterday] from [artist_name : beatles]	null	artist, song_name	please play yesterday from beattles	Please, play Yesterday from Beattles	How would you ask your PDA to play a song you like?	Bitte, spielen Sie Yesterday von Beattles
2	586	play	music	null	i'd like to hear [artist_name : queen's] [song_name : barcelona]	null	artist, song_name	i'd like to hear queen's barcelona	I'd like to hear Queen's Barcelona	How would you ask your PDA to play a song you like?	Ich würde gerne Barcelona von Queen hören
2	587	play	music	null	play me [song_name : barcelona] by [artist_name : queen]	null	artist, song_name	play me barcelona by queen	Play me Barcelona by Queen	How would you ask your PDA to play a song you like?	Spiel mir Barcelona von Queen
2	588	music	likeness	null	i like [music_genre : rock] music	null	music_genre, person, preference, song_name	i like rock music	I like rock music	How would you tell your PDA about the music you like?	Ich mag Rockmusik
2	589	music	likeness	null	my favourite music band is [artist_name : queen]	null	music_genre, person, preference, song_name	my favourite music band is queen	My favourite music band is Queen	How would you tell your PDA about the music you like?	Meine Lieblingsmusikband ist Queen
2	590	music	likeness	null	i like [artist_name : senatra] songs	null	music_genre, person, preference, song_name	i like senatra songs	I like Senatra songs	How would you tell your PDA about the music you like?	Ich mag Senatra-Lieder
2	591	play	music	null	start playing music from favourites	null	playlist_name	start playing music from favourites	Start playing music from favourites	Write what you would tell your PDA in the following scenario: You want to play one of your playlists.	Beginne mit der Wiedergabe von Musik aus meinen Favoriten
2	592	play	music	null	please play my best music	null	playlist_name	please play my best music	Please play my best music	Write what you would tell your PDA in the following scenario: You want to play one of your playlists.	Bitte spiel meine beste Musik
2	593	play	music	null	play something from recent playlist	null	playlist_name	play something from recent playlist	Play something from recent playlist	Write what you would tell your PDA in the following scenario: You want to play one of your playlists.	Spiele etwas aus der aktuellen Playlist
2	594	music	query	null	what's the band is playing now	null	artist, song_name, song_text	what's the band is playing now	What's the band is playing now?	Write what you would tell your PDA in the following scenario: You want to know what music is currently playing.	Was spielt die Band gerade?
2	595	music	query	null	who's current music's author	null	artist, song_name, song_text	who's current music's author	Who's current music's author?	Write what you would tell your PDA in the following scenario: You want to know what music is currently playing.	Wer ist der Autor der aktuellen Musik?
2	596	music	query	null	what's that the album is current music from	null	artist, song_name, song_text	what's that the album is current music from	What's that the album is current music from?	Write what you would tell your PDA in the following scenario: You want to know what music is currently playing.	Wie heißt das Album, von dem die aktuelle Musik stammt?
2	597	music	likeness	null	i'm really enjoying this song	null	music_genre, person, preference, song_name	i'm really enjoying this song	Olly, I'm really enjoying this song	How would you tell your PDA what you think about a song playing in the background?	Olly, dieser Song gefällt mir wirklich gut
2	598	music	likeness	null	the song you are playing is amazing	null	music_genre, person, preference, song_name	the song you are playing is amazing	The song you are playing is amazing	How would you tell your PDA what you think about a song playing in the background?	Der Song, den du spielst, ist fantastisch
2	599	music	likeness	null	this is one of the best songs for me	null	music_genre, person, preference, song_name	this is one of the best songs for me	This is one of the best songs for me	How would you tell your PDA what you think about a song playing in the background?	Das ist einer der besten Songs für mich
2	606	iot	hue_lightup	null	set lights brightness higher	null	hue_setting	set lights brightness higher	Set lights brightness higher	How would you ask your PDA to raise the lights?	Helligkeit der Lichter höher einstellen
2	607	iot	hue_lightup	null	make lights brightener	null	hue_setting	make lights brightener	Make lights brightener	How would you ask your PDA to raise the lights?	Mach die Lichter heller
2	608	iot	hue_lightup	MOD	please raise the lights [change_amount : to max]	null	hue_setting	please raise the lights to ma <unk>	Please, raise the lights to max	How would you ask your PDA to raise the lights?	Bitte, stellt die Lichter auf Maximum
2	609	iot	cleaning	null	hey start [device_type : vacuum cleaner robot]	null	null	hey start vacuum cleaner robot	Hey, start vacuum cleaner robot	How would you ask your PDA to activate your robot vacuum cleaner?	Hey, Staubsaugerroboter starten
2	610	iot	cleaning	null	enable [device_type : cleaner robot]	null	null	enable cleaner robot	Enable cleaner robot	How would you ask your PDA to activate your robot vacuum cleaner?	Staubsaugerroboter einschalten
2	611	iot	cleaning	null	turn [device_type : cleaner robot] on	null	null	turn cleaner robot on	Turn cleaner robot on	How would you ask your PDA to activate your robot vacuum cleaner?	Staubsaugerroboter einschalten
2	621	datetime	query	null	tell me [date : today's] date	null	date	tell me today's date	Tell me today's date	How would you ask your PDA about the current date?	Sag mir das Datum von heute
2	622	datetime	query	null	what date is it [date : today]	null	date	what date is it today	What date is it today	How would you ask your PDA about the current date?	Welches Datum haben wir heute?
2	623	datetime	query	null	what's the date is currently	null	date	what's the date is currently	What's the date is currently?	How would you ask your PDA about the current date?	Welches Datum haben wir heute?
2	624	takeaway	order	null	please order some [food_type : sushi] for [meal_type : dinner]	null	food_type, location	please order some sushi for dinner	Please, order some sushi for dinner	How would you ask your PDA to order takeaway food?	Bitte, bestellen Sie Sushi zum Abendessen
2	625	takeaway	order	null	hey i'd like you to order [food_type : burger]	null	food_type, location	hey i'd like you to order burger	Hey, I'd like you to order burger	How would you ask your PDA to order takeaway food?	Hey, ich möchte, dass du Burger bestellst
2	626	takeaway	order	null	could you order [food_type : sushi] for [timeofday : tonight] [meal_type : dinner]	null	food_type, location	could you order sushi for tonight dinner	Could you order sushi for tonight dinner?	How would you ask your PDA to order takeaway food?	Könnten Sie Sushi für heute Abend bestellen?
2	627	takeaway	query	null	whats with my dinner order	null	food_type, order_type	whats with my dinner order	whats with my dinner order?	Write what you would tell your PDA in the following scenario: You want to know the status of your takeaway order.	Was ist mit meiner Essensbestellung?
2	628	takeaway	order	null	can i order [order_type : takeaway] [meal_type : dinner] from [business_name : byron's]	null	food_type, order_type	can i order takeaway dinner from byron's	can I order takeaway dinner from byron's?	Write what you would tell your PDA in the following scenario: You want to know the status of your takeaway order.	Kann ich bei byron's Essen zum Mitnehmen bestellen?
2	629	takeaway	query	null	does [business_name : byron's] supports [order_type : takeaways]	null	food_type, order_type	does byron's supports takeaways	Does byron's supports takeaways?	Write what you would tell your PDA in the following scenario: You want to know the status of your takeaway order.	Unterstützt Byron's auch Essen zum Mitnehmen?
4	645	alarm	set	null	set an alarm for [time : twelve]	null	date, time	set an alarm for twelve	set an alarm for 12	Write what you would tell your PDA in the following scenario: to set an alarm.	Wecker für 12 Uhr stellen
4	646	alarm	set	null	set an alarm [time : forty minutes from now]	null	date, time	set an alarm forty minutes from now	set an alarm 40 minutes from now	Write what you would tell your PDA in the following scenario: to set an alarm.	Wecker auf 40 Minuten ab jetzt stellen
4	647	alarm	set	null	set alarm for [time : eight] [general_frequency : every weekday]	null	date, time	set alarm for eight every weekday	set alarm for 8 every weekday	Write what you would tell your PDA in the following scenario: to set an alarm.	Wecker für 8 Uhr an jedem Wochentag stellen
4	651	weather	query	null	is it [weather_descriptor : raining]	null	location	is it raining	Is it raining?	Write what you would tell your PDA in the following scenario: You want to know if it is currently a certain type of weather.	Regnet es?
4	652	weather	query	null	is it going to [weather_descriptor : rain]	null	location	is it going to rain	Is it going to rain?	Write what you would tell your PDA in the following scenario: You want to know if it is currently a certain type of weather.	Wird es regnen?
4	653	weather	query	null	is it currently [weather_descriptor : snowing]	null	location	is it currently snowing	Is it currently snowing?	Write what you would tell your PDA in the following scenario: You want to know if it is currently a certain type of weather.	Schneit es gerade?
4	654	weather	query	null	whats the [time : weeks] forecast	null	date, location, time	whats the weeks forecast	whats the weeks forecast	How would you ask your PDA for the weather this week?	Wie lautet die Vorhersage für diese Woche?
4	655	weather	query	null	whats [date : this weeks] weather	null	date, location, time	whats this weeks weather	whats this weeks weather	How would you ask your PDA for the weather this week?	Wie ist das Wetter in dieser Woche?
4	656	weather	query	null	tell me the weather [date : this week]	null	date, location, time	tell me the weather this week	tell me the weather this week.	How would you ask your PDA for the weather this week?	Wie wird das Wetter in dieser Woche?
4	660	news	query	null	tell me [media_type : bbc] news	null	news_source	tell me bbc news	Tell me BBC news	Write what you would tell your PDA in the following scenario: You want to know the latest news from a new provider	Sagen Sie mir die BBC-Nachrichten
4	661	news	query	null	whats the news on [media_type : bbc] news	null	news_source	whats the news on bbc news	Whats the news on bbc news	Write what you would tell your PDA in the following scenario: You want to know the latest news from a new provider	Welche Nachrichten gibt es bei der BBC?
4	662	news	query	null	what is the [media_type : bbc's] latest news	null	news_source	what is the bbc's latest news	What is the bbc's latest news	Write what you would tell your PDA in the following scenario: You want to know the latest news from a new provider	Wie lauten die neuesten Nachrichten der BBC
4	663	play	music	null	play [song_name : hurts like heaven]	null	artist, song_name	play hurts like heaven	Play Hurts like heaven	Write what you would tell your PDA in the following scenario: You want to play a song you like.	Hurts like heaven spielen
4	664	play	music	null	play a song i like	null	artist, song_name	play a song i like	Play a song i like.	Write what you would tell your PDA in the following scenario: You want to play a song you like.	Spiel einen Song, den ich mag.
4	665	play	music	null	put on [song_name : cannibal queen]	null	artist, song_name	put on cannibal queen	Put on Cannibal Queen	Write what you would tell your PDA in the following scenario: You want to play a song you like.	Lege Cannibal Queen auf
4	666	play	music	null	play [artist_name : daft punk]	null	artist	play daft punk	play daft punk	How would you ask your PDA to play music by an artist you know?	spiele Daft Punk
4	667	play	music	null	put on some [artist_name : coldplay]	null	artist	put on some coldplay	put on some Coldplay	How would you ask your PDA to play music by an artist you know?	leg etwas Coldplay auf
4	668	play	music	null	play some [artist_name : david bowie]	null	artist	play some david bowie	play some David bowie	How would you ask your PDA to play music by an artist you know?	spiele etwas David Bowie
4	669	music	settings	null	[player_setting : loop] this track	null	player_setting	loop this track	Loop this track.	How would you ask your PDA to change some specific settings of your music player?	Schleife diesen Track.

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NLU Evaluation Data - English and German

A labeled English and German language multi-domain dataset (21 domains) with 25K user utterances for human-robot interaction.

This dataset is collected and annotated for evaluating NLU services and platforms. The detailed paper on this dataset can be found at arXiv.org: Benchmarking Natural Language Understanding Services for building Conversational Agents

The dataset builds on the annotated data of the xliuhw/NLU-Evaluation-Data repository. We have added an additional column (answer_de) by translating the texts in column answer into German. The translation was made with DeepL.

Creator

This data set was compiled and open sourced by Philip May of Deutsche Telekom.

Labels

The columns scenario and intent can be used for classification tasks. However, we recommend to use even more fine-grained labels. For this purpose, a new label can be derived by concatenating scenario and intent. For example, this would turn "alarm" and "set" into "alarm_set".

Dataset Quirks

The original dataset contains some NaN values in the answer column. This means that there are also NaN values in the translations (answer_de column). These rows should be filtered.

The dataset also contains duplicate values.

Copyright

All data is released under the Creative Commons Attribution 4.0 International License (CC BY 4.0).

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