Datasets:

AmazonScience
/

massive

id stringlengths 1 5	locale stringclasses 1 value	partition stringclasses 1 value	scenario class label 18 classes	intent class label 60 classes	utt stringlengths 2 192	annot_utt stringlengths 2 260	worker_id stringlengths 1 2	slot_method sequence	judgments sequence
1	af-ZA	train	16alarm	48alarm_set	maak my wakker nege-uur v. m. op vrydag	maak my wakker [time : nege-uur v. m.] op [date : vrydag]	20	{ "slot": [ "time", "date" ], "method": [ "translation", "translation" ] }	{ "worker_id": [ "40", "49", "20" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
2	af-ZA	train	16alarm	48alarm_set	stel 'n alarm vir twee ure van nou af	stel 'n alarm vir [time : twee ure van nou af]	20	{ "slot": [ "time" ], "method": [ "translation" ] }	{ "worker_id": [ "64", "27", "40" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 1, 2 ], "language_identification": [ "target", "target", "target" ] }
4	af-ZA	train	10audio	46audio_volume_mute	janneman stilte	janneman stilte	40	{ "slot": [], "method": [] }	{ "worker_id": [ "45", "40", "73" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 2, 2, 2 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
5	af-ZA	train	10audio	46audio_volume_mute	stop	stop	2	{ "slot": [], "method": [] }	{ "worker_id": [ "49", "40", "45" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 2, 2, 2 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
6	af-ZA	train	10audio	46audio_volume_mute	janneman onderbreek dit vir tien sekondes	janneman onderbreek dit vir [time : tien sekondes]	40	{ "slot": [ "time" ], "method": [ "translation" ] }	{ "worker_id": [ "45", "40", "73" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 3, 4, 3 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
7	af-ZA	train	10audio	46audio_volume_mute	stop vir tien sekondes	stop vir [time : tien sekondes]	2	{ "slot": [ "time" ], "method": [ "translation" ] }	{ "worker_id": [ "45", "40", "49" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
9	af-ZA	train	8iot	1iot_hue_lightchange	maak die beligting bietjie meer warm hier	maak die beligting bietjie meer [color_type : warm] hier	20	{ "slot": [ "color_type" ], "method": [ "unchanged_translation" ] }	{ "worker_id": [ "71", "40", "20" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 4, 3 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
10	af-ZA	train	8iot	1iot_hue_lightchange	stel asseblief die beligting geskik vir lees	stel asseblief die beligting [color_type : geskik vir lees]	40	{ "slot": [ "color_type" ], "method": [ "translation" ] }	{ "worker_id": [ "40", "24", "60" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
12	af-ZA	train	8iot	40iot_hue_lightoff	tyd om te slaap	tyd om te slaap	7	{ "slot": [], "method": [] }	{ "worker_id": [ "27", "20", "40" ], "intent_score": [ 0, 1, 1 ], "slots_score": [ 2, 2, 2 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
13	af-ZA	train	8iot	40iot_hue_lightoff	tyd om te slaap janneman	tyd om te slaap janneman	40	{ "slot": [], "method": [] }	{ "worker_id": [ "40", "24", "60" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 2, 2, 2 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
15	af-ZA	train	8iot	40iot_hue_lightoff	skakel af die lig in die badkamer	skakel af die lig in die [house_place : badkamer]	20	{ "slot": [ "house_place" ], "method": [ "translation" ] }	{ "worker_id": [ "20", "40", "64" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
16	af-ZA	train	8iot	31iot_hue_lightdim	olly verdof die ligte in die gang	olly verdof die ligte in die [house_place : gang]	20	{ "slot": [ "house_place" ], "method": [ "translation" ] }	{ "worker_id": [ "27", "20", "40" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 3, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
18	af-ZA	train	8iot	40iot_hue_lightoff	skakel die ligte af in die slaapkamer	skakel die ligte af in die [house_place : slaapkamer]	20	{ "slot": [ "house_place" ], "method": [ "translation" ] }	{ "worker_id": [ "40", "35", "20" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
20	af-ZA	train	8iot	1iot_hue_lightchange	stel die ligte na twintig persent	stel die ligte [change_amount : na twintig persent]	60	{ "slot": [ "change_amount" ], "method": [ "translation" ] }	{ "worker_id": [ "24", "40", "60" ], "intent_score": [ 1, 0, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
21	af-ZA	train	8iot	1iot_hue_lightchange	olly stel ligte tot twintig persent	olly stel ligte [change_amount : tot twintig persent]	20	{ "slot": [ "change_amount" ], "method": [ "translation" ] }	{ "worker_id": [ "49", "20", "40" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
22	af-ZA	train	8iot	31iot_hue_lightdim	olly verdof die ligte in die kombuis	olly verdof die ligte in die [house_place : kombuis]	60	{ "slot": [ "house_place" ], "method": [ "translation" ] }	{ "worker_id": [ "40", "60", "24" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
23	af-ZA	train	8iot	31iot_hue_lightdim	verdof die ligte in die kombuis	verdof die ligte in die [house_place : kombuis]	40	{ "slot": [ "house_place" ], "method": [ "translation" ] }	{ "worker_id": [ "60", "20", "40" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
25	af-ZA	train	8iot	34iot_cleaning	janneman maak die woonstel skoon	janneman maak die [house_place : woonstel] skoon	40	{ "slot": [ "house_place" ], "method": [ "translation" ] }	{ "worker_id": [ "40", "60", "20" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 1 ], "language_identification": [ "target", "target", "target" ] }
28	af-ZA	train	8iot	34iot_cleaning	stofsuig die huis	stofsuig die [house_place : huis]	40	{ "slot": [ "house_place" ], "method": [ "translation" ] }	{ "worker_id": [ "40", "27", "20" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
29	af-ZA	train	8iot	34iot_cleaning	stofsuig die huis olly	stofsuig die [house_place : huis] olly	20	{ "slot": [ "house_place" ], "method": [ "translation" ] }	{ "worker_id": [ "45", "20", "40" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 0, 1 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
32	af-ZA	train	8iot	34iot_cleaning	stofsuig die matte	stofsuig die [house_place : matte]	40	{ "slot": [ "house_place" ], "method": [ "translation" ] }	{ "worker_id": [ "60", "24", "40" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
33	af-ZA	train	2calendar	32calendar_query	kyk wanneer die vertoning begin	kyk wanneer die vertoning begin	40	{ "slot": [], "method": [] }	{ "worker_id": [ "40", "60", "70" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 2, 2 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
34	af-ZA	train	3play	45play_music	ek will weer na 'n koos kombuis liedjie luister	ek will weer na 'n [artist_name : koos kombuis] liedjie luister	40	{ "slot": [ "artist_name" ], "method": [ "localization" ] }	{ "worker_id": [ "24", "62", "60" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
35	af-ZA	train	3play	45play_music	ek wil weer daardie musiek een speel	ek wil weer daardie [media_type : musiek] een speel	5	{ "slot": [ "media_type" ], "method": [ "translation" ] }	{ "worker_id": [ "24", "60", "40" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 4, 3 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
36	af-ZA	train	9general	12general_quirky	kyk my motor is gereed	kyk my motor is gereed	15	{ "slot": [], "method": [] }	{ "worker_id": [ "62", "73", "24" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 2, 2, 2 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
37	af-ZA	train	9general	12general_quirky	kyk of my skootrekenaar werk	kyk of my skootrekenaar werk	40	{ "slot": [], "method": [] }	{ "worker_id": [ "74", "24", "73" ], "intent_score": [ 1, 0, 1 ], "slots_score": [ 2, 2, 1 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
38	af-ZA	train	9general	12general_quirky	is die helderheid van my skerm laag	is die helderheid van my skerm laag	60	{ "slot": [], "method": [] }	{ "worker_id": [ "24", "8", "62" ], "intent_score": [ 0, 1, 1 ], "slots_score": [ 0, 1, 1 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
39	af-ZA	train	9general	12general_quirky	ek moet liggingsdienste aan hê kan jy kyk	ek moet liggingsdienste aan hê kan jy kyk	58	{ "slot": [], "method": [] }	{ "worker_id": [ "62", "74", "73" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 2, 2, 1 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
40	af-ZA	train	9general	12general_quirky	kyk die status van my krag verbruik	kyk die status van my krag verbruik	15	{ "slot": [], "method": [] }	{ "worker_id": [ "60", "40", "12" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 0, 0 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 1 ], "language_identification": [ "target", "target", "target" ] }
43	af-ZA	train	9general	12general_quirky	ek is nie moeg nie ek is eintlik gelukkig	ek is nie moeg nie ek is eintlik gelukkig	7	{ "slot": [], "method": [] }	{ "worker_id": [ "73", "74", "24" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 2, 2, 2 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
44	af-ZA	train	9general	12general_quirky	ollie ek is nie moeg nie ek is eintlik gelukkig	ollie ek is nie moeg nie ek is eintlik gelukkig	15	{ "slot": [], "method": [] }	{ "worker_id": [ "21", "73", "74" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 2, 2, 2 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
45	af-ZA	train	9general	5general_greet	wat gaan aan	wat gaan aan	15	{ "slot": [], "method": [] }	{ "worker_id": [ "74", "73", "24" ], "intent_score": [ 1, 1, 2 ], "slots_score": [ 2, 1, 2 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
48	af-ZA	train	5datetime	0datetime_query	vertel my die tyd in moskou	vertel my die tyd in [place_name : moskou]	43	{ "slot": [ "place_name" ], "method": [ "localization" ] }	{ "worker_id": [ "27", "40", "60" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 2, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
49	af-ZA	train	5datetime	38datetime_convert	se vir my die tyd g. m. t. plus vyf	se vir my die tyd [time_zone : g. m. t. plus vyf]	73	{ "slot": [ "time_zone" ], "method": [ "translation" ] }	{ "worker_id": [ "73", "40", "27" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 4, 3 ], "spelling_score": [ 2, 1, 2 ], "language_identification": [ "target", "target", "target" ] }
51	af-ZA	train	14takeaway	3takeaway_query	olly lys mees gegradeerde afleweringsopsies vir sjinese kos	olly lys mees gegradeerde [order_type : afleweringsopsies] vir [food_type : sjinese] kos	17	{ "slot": [ "order_type", "food_type" ], "method": [ "translation", "unchanged" ] }	{ "worker_id": [ "8", "27", "62" ], "intent_score": [ 1, 2, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 2, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
52	af-ZA	train	14takeaway	3takeaway_query	mees gegradeerde aflewering opsies vir chinese kos	mees gegradeerde [order_type : aflewering] opsies vir [food_type : chinese] kos	40	{ "slot": [ "order_type", "food_type" ], "method": [ "translation", "unchanged" ] }	{ "worker_id": [ "40", "45", "64" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 1 ], "language_identification": [ "target", "target", "target" ] }
54	af-ZA	train	14takeaway	3takeaway_query	olly hoogste gegradeerde aflewerings opsies vir chinese kos	olly hoogste gegradeerde [order_type : aflewerings] opsies vir [food_type : chinese] kos	73	{ "slot": [ "order_type", "food_type" ], "method": [ "translation", "unchanged" ] }	{ "worker_id": [ "27", "40", "8" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 2, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
55	af-ZA	train	14takeaway	3takeaway_query	ek wil kerrie as wegneem hê enige aanbevelings	ek wil [food_type : kerrie] as wegneem hê enige aanbevelings	36	{ "slot": [ "food_type" ], "method": [ "translation" ] }	{ "worker_id": [ "27", "49", "8" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
56	af-ZA	train	14takeaway	3takeaway_query	ek wil 'n bietjie kerrie hê om te gaan enige aanbevelings janneman	ek wil 'n bietjie [food_type : kerrie] hê om te gaan enige aanbevelings janneman	40	{ "slot": [ "food_type" ], "method": [ "translation" ] }	{ "worker_id": [ "64", "40", "60" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 2, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
57	af-ZA	train	14takeaway	3takeaway_query	vind my taiwannese wegneemetes rondom die waterfront	vind my [food_type : taiwannese] [order_type : wegneemetes] rondom die [place_name : waterfront]	23	{ "slot": [ "food_type", "order_type", "place_name" ], "method": [ "translation", "translation", "localization" ] }	{ "worker_id": [ "45", "64", "40" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
60	af-ZA	train	16alarm	52alarm_remove	stop sewe-uur v. m. alarm	stop [time : sewe-uur v. m.] alarm	20	{ "slot": [ "time" ], "method": [ "translation" ] }	{ "worker_id": [ "35", "45", "40" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
62	af-ZA	train	16alarm	23alarm_query	lys asseblief aktiewe alarms	lys asseblief aktiewe alarms	37	{ "slot": [], "method": [] }	{ "worker_id": [ "49", "40", "20" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
65	af-ZA	train	4news	22news_query	wat gebeur vandag in rugby	wat gebeur [date : vandag] in [news_topic : rugby]	64	{ "slot": [ "news_topic", "date" ], "method": [ "localization", "translation" ] }	{ "worker_id": [ "40", "24", "73" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
66	af-ZA	train	3play	45play_music	speel asseblief yesterday van die beatles	speel asseblief [song_name : yesterday] van die [artist_name : beatles]	74	{ "slot": [ "song_name", "artist_name" ], "method": [ "unchanged", "unchanged" ] }	{ "worker_id": [ "12", "74", "60" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target\|english", "target\|english", "target" ] }
69	af-ZA	train	15music	43music_likeness	ek hou van rock musiek	ek hou van [music_genre : rock] musiek	73	{ "slot": [ "music_genre" ], "method": [ "unchanged" ] }	{ "worker_id": [ "40", "24", "18" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 1 ], "language_identification": [ "target", "target\|english", "target\|english" ] }
70	af-ZA	train	15music	43music_likeness	my gunsteling musiek groep is queen	my gunsteling musiek groep is [artist_name : queen]	40	{ "slot": [ "artist_name" ], "method": [ "unchanged" ] }	{ "worker_id": [ "40", "24", "60" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 0, 1 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target\|english", "target" ] }
72	af-ZA	train	3play	45play_music	begin musiek van nadine speel	begin musiek van nadine speel	60	{ "slot": [], "method": [] }	{ "worker_id": [ "60", "74", "12" ], "intent_score": [ 1, 0, 0 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
73	af-ZA	train	3play	45play_music	speel asseblief my beste musiek	speel asseblief my beste musiek	40	{ "slot": [], "method": [] }	{ "worker_id": [ "60", "62", "35" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 3, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
75	af-ZA	train	15music	57music_query	wie het die musiek wat nou speel gekomponeer	wie het die musiek wat nou speel gekomponeer	39	{ "slot": [], "method": [] }	{ "worker_id": [ "40", "62", "24" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 2, 2 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
76	af-ZA	train	15music	57music_query	wat is daardie die album is huidige musiek van	wat is daardie die album is huidige musiek van	43	{ "slot": [], "method": [] }	{ "worker_id": [ "24", "40", "45" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 2, 3 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
77	af-ZA	train	15music	43music_likeness	olly ek geniet regtig hierdie liedjie	olly ek geniet regtig hierdie liedjie	40	{ "slot": [], "method": [] }	{ "worker_id": [ "60", "27", "40" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 0, 1 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
78	af-ZA	train	15music	43music_likeness	die lied wat jy speel is wonderlik	die lied wat jy speel is wonderlik	43	{ "slot": [], "method": [] }	{ "worker_id": [ "40", "24", "5" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 0, 0 ], "grammar_score": [ 4, 4, 3 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
79	af-ZA	train	15music	43music_likeness	dit is een van die beste liedjies vir my	dit is een van die beste liedjies vir my	29	{ "slot": [], "method": [] }	{ "worker_id": [ "60", "40", "24" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 2, 2, 2 ], "grammar_score": [ 4, 4, 3 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
81	af-ZA	train	8iot	18iot_hue_lightup	maak ligte helderder	maak ligte helderder	40	{ "slot": [], "method": [] }	{ "worker_id": [ "40", "20", "62" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
82	af-ZA	train	8iot	18iot_hue_lightup	verhoog asseblief die ligte voluit	verhoog asseblief die ligte [change_amount : voluit]	40	{ "slot": [ "change_amount" ], "method": [ "translation" ] }	{ "worker_id": [ "20", "40", "45" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
83	af-ZA	train	8iot	34iot_cleaning	het skakel die stofsuier robot aan	het skakel die [device_type : stofsuier robot] aan	40	{ "slot": [ "device_type" ], "method": [ "translation" ] }	{ "worker_id": [ "40", "20", "60" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 3, 4 ], "spelling_score": [ 1, 1, 2 ], "language_identification": [ "target", "target", "target" ] }
84	af-ZA	train	8iot	34iot_cleaning	skakel die skoonmaker robot aan	skakel die [device_type : skoonmaker robot] aan	40	{ "slot": [ "device_type" ], "method": [ "translation" ] }	{ "worker_id": [ "60", "20", "40" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
87	af-ZA	train	14takeaway	16takeaway_order	bestel asseblief soesji vir aandete	bestel asseblief [food_type : soesji] vir [meal_type : aandete]	17	{ "slot": [ "food_type", "meal_type" ], "method": [ "unchanged", "translation" ] }	{ "worker_id": [ "49", "12", "27" ], "intent_score": [ 1, 2, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 1, 2 ], "language_identification": [ "target", "target", "target" ] }
88	af-ZA	train	14takeaway	16takeaway_order	haai ek wil hê jy moet 'n burger bestel	haai ek wil hê jy moet 'n [food_type : burger] bestel	17	{ "slot": [ "food_type" ], "method": [ "unchanged" ] }	{ "worker_id": [ "49", "8", "27" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 1 ], "language_identification": [ "target", "target", "target" ] }
91	af-ZA	train	14takeaway	16takeaway_order	kan ek wegneem aandete bestel van romans	kan ek [order_type : wegneem] [meal_type : aandete] bestel van [business_name : romans]	40	{ "slot": [ "order_type", "meal_type", "business_name" ], "method": [ "translation", "translation", "localization" ] }	{ "worker_id": [ "49", "21", "27" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 3, 3 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
92	af-ZA	train	14takeaway	3takeaway_query	doen biesmiellah wegneem etes	doen [business_name : biesmiellah] [order_type : wegneem etes]	40	{ "slot": [ "business_name", "order_type" ], "method": [ "localization", "translation" ] }	{ "worker_id": [ "8", "49", "27" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 4, 3 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target\|other", "target", "target" ] }
93	af-ZA	train	16alarm	48alarm_set	stel 'n wekker vir twaalf	stel 'n wekker vir [time : twaalf]	20	{ "slot": [ "time" ], "method": [ "translation" ] }	{ "worker_id": [ "40", "27", "20" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 3, 4 ], "spelling_score": [ 2, 1, 2 ], "language_identification": [ "target", "target", "target" ] }
94	af-ZA	train	16alarm	48alarm_set	stel 'n alarm veertig minute van nou af	stel 'n alarm [time : veertig minute van nou af]	20	{ "slot": [ "time" ], "method": [ "translation" ] }	{ "worker_id": [ "27", "45", "40" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 1, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
95	af-ZA	train	16alarm	48alarm_set	stel alarm vir agtuur elke weeksdag	stel alarm vir [time : agtuur] [general_frequency : elke weeksdag]	20	{ "slot": [ "time", "general_frequency" ], "method": [ "translation", "translation" ] }	{ "worker_id": [ "20", "40", "64" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
96	af-ZA	train	17weather	13weather_query	reën dit	[weather_descriptor : reën] dit	15	{ "slot": [ "weather_descriptor" ], "method": [ "translation" ] }	{ "worker_id": [ "15", "73", "24" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
97	af-ZA	train	17weather	13weather_query	gaan dit reën	gaan dit [weather_descriptor : reën]	15	{ "slot": [ "weather_descriptor" ], "method": [ "translation" ] }	{ "worker_id": [ "15", "24", "62" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 4, 3 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
98	af-ZA	train	17weather	13weather_query	sneeu dit tans	[weather_descriptor : sneeu] dit tans	17	{ "slot": [ "weather_descriptor" ], "method": [ "translation" ] }	{ "worker_id": [ "24", "15", "27" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
101	af-ZA	train	17weather	13weather_query	wat is die week se weer	wat is [date : die week se] weer	40	{ "slot": [ "date" ], "method": [ "translation" ] }	{ "worker_id": [ "40", "15", "24" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
104	af-ZA	train	4news	22news_query	vertel my b. b. c. nuus	vertel my [media_type : b. b. c.] nuus	40	{ "slot": [ "media_type" ], "method": [ "unchanged" ] }	{ "worker_id": [ "60", "24", "40" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
105	af-ZA	train	4news	22news_query	wat is die nuss op b. b. c. nuus	wat is die nuss op [media_type : b. b. c.] nuus	43	{ "slot": [ "media_type" ], "method": [ "unchanged" ] }	{ "worker_id": [ "40", "60", "24" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 1, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
106	af-ZA	train	4news	22news_query	wat is e nuus se nuutste nuus	wat is [media_type : e nuus] se nuutste nuus	20	{ "slot": [ "media_type" ], "method": [ "localization" ] }	{ "worker_id": [ "60", "24", "40" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
108	af-ZA	train	3play	45play_music	speel 'n liedjie waarvan ek hou	speel 'n liedjie waarvan ek hou	40	{ "slot": [], "method": [] }	{ "worker_id": [ "40", "60", "3" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
110	af-ZA	train	3play	45play_music	speel daft punk	speel [artist_name : daft punk]	40	{ "slot": [ "artist_name" ], "method": [ "unchanged" ] }	{ "worker_id": [ "60", "73", "46" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target\|english" ] }
111	af-ZA	train	3play	45play_music	sit aan 'n bietjie coldplay	sit aan 'n bietjie [artist_name : coldplay]	46	{ "slot": [ "artist_name" ], "method": [ "unchanged" ] }	{ "worker_id": [ "62", "60", "40" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 3, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target\|english", "target\|english", "target" ] }
114	af-ZA	train	15music	28music_settings	skommel hierdie speellys	[player_setting : skommel] hierdie speellys	64	{ "slot": [ "player_setting" ], "method": [ "translation" ] }	{ "worker_id": [ "24", "60", "40" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
116	af-ZA	train	15music	57music_query	wat speel nou	wat speel nou	20	{ "slot": [], "method": [] }	{ "worker_id": [ "24", "73", "40" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 2, 2, 2 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
117	af-ZA	train	15music	57music_query	watter musiek is hierdie	watter musiek is hierdie	64	{ "slot": [], "method": [] }	{ "worker_id": [ "40", "60", "24" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
118	af-ZA	train	15music	57music_query	sê my die kunstenaar van die song	sê my die kunstenaar van die song	40	{ "slot": [], "method": [] }	{ "worker_id": [ "64", "40", "24" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 2, 1, 2 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target\|english", "target" ] }
119	af-ZA	train	9general	25general_joke	maak my lag	maak my lag	15	{ "slot": [], "method": [] }	{ "worker_id": [ "21", "27", "73" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 2, 2, 1 ], "grammar_score": [ 4, 2, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
120	af-ZA	train	9general	25general_joke	janneman laat my lag	janneman laat my lag	40	{ "slot": [], "method": [] }	{ "worker_id": [ "74", "35", "24" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 2, 2, 2 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
121	af-ZA	train	9general	25general_joke	vertel my n goeie grappie	vertel my n [joke_type : goeie] grappie	69	{ "slot": [ "joke_type" ], "method": [ "translation" ] }	{ "worker_id": [ "24", "62", "73" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
123	af-ZA	train	9general	25general_joke	vertel my 'n grap	vertel my 'n grap	15	{ "slot": [], "method": [] }	{ "worker_id": [ "24", "62", "73" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 2, 2, 2 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
125	af-ZA	train	9general	25general_joke	alexa vertel vir my n grappie	alexa vertel vir my n grappie	7	{ "slot": [], "method": [] }	{ "worker_id": [ "24", "73", "74" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 2, 1, 2 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
126	af-ZA	train	9general	25general_joke	kikker my op	kikker my op	29	{ "slot": [], "method": [] }	{ "worker_id": [ "62", "74", "24" ], "intent_score": [ 1, 1, 2 ], "slots_score": [ 2, 2, 2 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
129	af-ZA	train	9general	12general_quirky	vertel my van vandag	vertel my van [date : vandag]	73	{ "slot": [ "date" ], "method": [ "translation" ] }	{ "worker_id": [ "62", "73", "38" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
130	af-ZA	train	14takeaway	16takeaway_order	bestel 'n pizza	bestel 'n [food_type : pizza]	29	{ "slot": [ "food_type" ], "method": [ "unchanged" ] }	{ "worker_id": [ "8", "49", "27" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 4, 3 ], "spelling_score": [ 2, 1, 1 ], "language_identification": [ "target", "target", "target" ] }
131	af-ZA	train	14takeaway	16takeaway_order	bestel vir my 'n boerie rolletjie van bo-kaap kombuis	bestel vir my 'n [food_type : boerie rolletjie] van [business_name : bo-kaap kombuis]	40	{ "slot": [ "food_type", "business_name" ], "method": [ "translation", "localization" ] }	{ "worker_id": [ "45", "40", "64" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 0, 1, 1 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 1 ], "language_identification": [ "target", "target", "target" ] }
133	af-ZA	train	14takeaway	3takeaway_query	wanneer kom my bestelling	wanneer kom my bestelling	29	{ "slot": [], "method": [] }	{ "worker_id": [ "8", "49", "27" ], "intent_score": [ 1, 1, 0 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
134	af-ZA	train	14takeaway	3takeaway_query	hoe lank nog vir my wegneem ete	hoe lank nog vir my [order_type : wegneem] ete	40	{ "slot": [ "order_type" ], "method": [ "translation" ] }	{ "worker_id": [ "8", "49", "27" ], "intent_score": [ 1, 1, 0 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 4, 2 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
135	af-ZA	train	14takeaway	3takeaway_query	domino's aflewering status	[business_name : domino's] [order_type : aflewering] status	40	{ "slot": [ "business_name", "order_type" ], "method": [ "unchanged", "translation" ] }	{ "worker_id": [ "49", "8", "27" ], "intent_score": [ 1, 1, 0 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 4, 3 ], "spelling_score": [ 2, 2, 1 ], "language_identification": [ "target", "target", "target" ] }
136	af-ZA	train	15music	57music_query	wat speel nou	wat speel nou	64	{ "slot": [], "method": [] }	{ "worker_id": [ "40", "24", "13" ], "intent_score": [ 1, 1, 2 ], "slots_score": [ 2, 2, 2 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
137	af-ZA	train	15music	57music_query	sê vir my die liedjie se naam	sê vir my die liedjie se naam	54	{ "slot": [], "method": [] }	{ "worker_id": [ "60", "40", "24" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 2, 2, 2 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
139	af-ZA	train	3play	45play_music	speel my jazz speel lys	speel my [music_genre : jazz] speel lys	40	{ "slot": [ "music_genre" ], "method": [ "unchanged" ] }	{ "worker_id": [ "60", "35", "40" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 1, 2 ], "language_identification": [ "target", "target", "target" ] }
140	af-ZA	train	3play	45play_music	begin my jazz speellys	begin my [music_genre : jazz] speellys	40	{ "slot": [ "music_genre" ], "method": [ "unchanged" ] }	{ "worker_id": [ "40", "24", "60" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
141	af-ZA	train	3play	45play_music	speel my gunsteling speellys	speel my gunsteling speellys	17	{ "slot": [], "method": [] }	{ "worker_id": [ "60", "62", "13" ], "intent_score": [ 1, 1, 2 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 3, 2 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
142	af-ZA	train	15music	43music_likeness	dit is a goeie lied	dit is a goeie lied	43	{ "slot": [], "method": [] }	{ "worker_id": [ "47", "24", "40" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 3, 4, 4 ], "spelling_score": [ 1, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
143	af-ZA	train	15music	7music_dislikeness	ek hou nie daarvan nie	ek hou nie daarvan nie	64	{ "slot": [], "method": [] }	{ "worker_id": [ "40", "60", "24" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 2, 1, 2 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
144	af-ZA	train	15music	43music_likeness	ek hou daarvan	ek hou daarvan	2	{ "slot": [], "method": [] }	{ "worker_id": [ "24", "40", "60" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
145	af-ZA	train	15music	43music_likeness	ek hou van jazz	ek hou van [music_genre : jazz]	2	{ "slot": [ "music_genre" ], "method": [ "unchanged" ] }	{ "worker_id": [ "40", "64", "24" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target", "target", "target" ] }
146	af-ZA	train	3play	45play_music	kan jy bietjie jazz speel	kan jy bietjie [music_genre : jazz] speel	40	{ "slot": [ "music_genre" ], "method": [ "unchanged" ] }	{ "worker_id": [ "62", "60", "21" ], "intent_score": [ 1, 1, 1 ], "slots_score": [ 1, 1, 1 ], "grammar_score": [ 4, 4, 4 ], "spelling_score": [ 2, 2, 2 ], "language_identification": [ "target\|english", "target", "target" ] }

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MASSIVE 1.1: A 1M-Example Multilingual Natural Language Understanding Dataset with 52 Typologically-Diverse Languages

Dataset Summary

MASSIVE 1.1 is a parallel dataset of > 1M utterances across 52 languages with annotations for the Natural Language Understanding tasks of intent prediction and slot annotation. Utterances span 60 intents and include 55 slot types. MASSIVE was created by localizing the SLURP dataset, composed of general Intelligent Voice Assistant single-shot interactions.

Name	Lang	Utt/Lang	Domains	Intents	Slots
MASSIVE 1.1	52	19,521	18	60	55
SLURP (Bastianelli et al., 2020)	1	16,521	18	60	55
NLU Evaluation Data (Liu et al., 2019)	1	25,716	18	54	56
Airline Travel Information System (ATIS) (Price, 1990)	1	5,871	1	26	129
ATIS with Hindi and Turkish (Upadhyay et al., 2018)	3	1,315-5,871	1	26	129
MultiATIS++ (Xu et al., 2020)	9	1,422-5,897	1	21-26	99-140
Snips (Coucke et al., 2018)	1	14,484	-	7	53
Snips with French (Saade et al., 2019)	2	4,818	2	14-15	11-12
Task Oriented Parsing (TOP) (Gupta et al., 2018)	1	44,873	2	25	36
Multilingual Task-Oriented Semantic Parsing (MTOP) (Li et al., 2021)	6	15,195-22,288	11	104-113	72-75
Cross-Lingual Multilingual Task Oriented Dialog (Schuster et al., 2019)	3	5,083-43,323	3	12	11
Microsoft Dialog Challenge (Li et al., 2018)	1	38,276	3	11	29
Fluent Speech Commands (FSC) (Lugosch et al., 2019)	1	30,043	-	31	-
Chinese Audio-Textual Spoken Language Understanding (CATSLU) (Zhu et al., 2019)	1	16,258	4	-	94

Supported Tasks and Leaderboards

The dataset can be used to train a model for natural-language-understanding (NLU) :

intent-classification
multi-class-classification
natural-language-understanding

Languages

The MASSIVE 1.1 corpora consists of parallel sentences from 52 languages :

Afrikaans - South Africa (af-ZA)
Amharic - Ethiopia (am-ET)
Arabic - Saudi Arabia (ar-SA)
Azeri - Azerbaijan (az-AZ)
Bengali - Bangladesh (bn-BD)
Catalan - Spain (ca-ES)
Chinese - China (zh-CN)
Chinese - Taiwan (zh-TW)
Danish - Denmark (da-DK)
German - Germany (de-DE)
Greek - Greece (el-GR)
English - United States (en-US)
Spanish - Spain (es-ES)
Farsi - Iran (fa-IR)
Finnish - Finland (fi-FI)
French - France (fr-FR)
Hebrew - Israel (he-IL)
Hungarian - Hungary (hu-HU)
Armenian - Armenia (hy-AM)
Indonesian - Indonesia (id-ID)
Icelandic - Iceland (is-IS)
Italian - Italy (it-IT)
Japanese - Japan (ja-JP)
Javanese - Indonesia (jv-ID)
Georgian - Georgia (ka-GE)
Khmer - Cambodia (km-KH)
Korean - Korea (ko-KR)
Latvian - Latvia (lv-LV)
Mongolian - Mongolia (mn-MN)
Malay - Malaysia (ms-MY)
Burmese - Myanmar (my-MM)
Norwegian - Norway (nb-NO)
Dutch - Netherlands (nl-NL)
Polish - Poland (pl-PL)
Portuguese - Portugal (pt-PT)
Romanian - Romania (ro-RO)
Russian - Russia (ru-RU)
Slovanian - Slovania (sl-SL)
Albanian - Albania (sq-AL)
Swedish - Sweden (sv-SE)
Swahili - Kenya (sw-KE)
Hindi - India (hi-IN)
Kannada - India (kn-IN)
Malayalam - India (ml-IN)
Tamil - India (ta-IN)
Telugu - India (te-IN)
Thai - Thailand (th-TH)
Tagalog - Philippines (tl-PH)
Turkish - Turkey (tr-TR)
Urdu - Pakistan (ur-PK)
Vietnamese - Vietnam (vi-VN)
Welsh - United Kingdom (cy-GB)

Load the dataset with HuggingFace

from datasets import load_dataset
dataset = load_dataset("AmazonScience/massive", "en-US", split='train')
print(dataset[0])

Dataset Structure

Data Instances

{
  "id": "0",
  "locale": "fr-FR",
  "partition": "test",
  "scenario": "alarm",
  "intent": "alarm_set",
  "utt": "réveille-moi à cinq heures du matin cette semaine",
  "annot_utt": "réveille-moi à [time : cinq heures du matin] [date : cette semaine]",
  "worker_id": "22",
  "slot_method": [
    { "slot": "time", "method": "translation" },
    { "slot": "date", "method": "translation" }
  ],
  "judgments": [
    {
      "worker_id": "22",
      "intent_score": 1,
      "slots_score": 1,
      "grammar_score": 4,
      "spelling_score": 2,
      "language_identification": "target"
    },
    {
      "worker_id": "8",
      "intent_score": 1,
      "slots_score": 1,
      "grammar_score": 4,
      "spelling_score": 2,
      "language_identification": "target"
    },
    {
      "worker_id": "0",
      "intent_score": 1,
      "slots_score": 1,
      "grammar_score": 4,
      "spelling_score": 2,
      "language_identification": "target"
    }
  ]
}

Data Fields

id: maps to the original ID in the SLURP collection. Mapping back to the SLURP en-US utterance, this utterance served as the basis for this localization.

locale: is the language and country code accoring to ISO-639-1 and ISO-3166.

partition: is either train, dev, or test, according to the original split in SLURP.

scenario: is the general domain, aka "scenario" in SLURP terminology, of an utterance

intent: is the specific intent of an utterance within a domain formatted as {scenario}_{intent}

utt: the raw utterance text without annotations

annot_utt: the text from utt with slot annotations formatted as [{label} : {entity}]

worker_id: The obfuscated worker ID from MTurk of the worker completing the localization of the utterance. Worker IDs are specific to a locale and do not map across locales.

slot_method: for each slot in the utterance, whether that slot was a translation (i.e., same expression just in the target language), localization (i.e., not the same expression but a different expression was chosen more suitable to the phrase in that locale), or unchanged (i.e., the original en-US slot value was copied over without modification).

judgments: Each judgment collected for the localized utterance has 6 keys. worker_id is the obfuscated worker ID from MTurk of the worker completing the judgment. Worker IDs are specific to a locale and do not map across locales, but are consistent across the localization tasks and the judgment tasks, e.g., judgment worker ID 32 in the example above may appear as the localization worker ID for the localization of a different de-DE utterance, in which case it would be the same worker.

intent_score : "Does the sentence match the intent?"
  0: No
  1: Yes
  2: It is a reasonable interpretation of the goal

slots_score : "Do all these terms match the categories in square brackets?"
  0: No
  1: Yes
  2: There are no words in square brackets (utterance without a slot)

grammar_score : "Read the sentence out loud. Ignore any spelling, punctuation, or capitalization errors. Does it sound natural?"
  0: Completely unnatural (nonsensical, cannot be understood at all)
  1: Severe errors (the meaning cannot be understood and doesn't sound natural in your language)
  2: Some errors (the meaning can be understood but it doesn't sound natural in your language)
  3: Good enough (easily understood and sounds almost natural in your language)
  4: Perfect (sounds natural in your language)

spelling_score : "Are all words spelled correctly? Ignore any spelling variances that may be due to differences in dialect. Missing spaces should be marked as a spelling error."
  0: There are more than 2 spelling errors
  1: There are 1-2 spelling errors
  2: All words are spelled correctly

language_identification : "The following sentence contains words in the following languages (check all that apply)"
  1: target
  2: english
  3: other
  4: target & english
  5: target & other
  6: english & other
  7: target & english & other

Data Splits

Language	Train	Dev	Test
af-ZA	11514	2033	2974
am-ET	11514	2033	2974
ar-SA	11514	2033	2974
az-AZ	11514	2033	2974
bn-BD	11514	2033	2974
ca-ES	11514	2033	2974
cy-GB	11514	2033	2974
da-DK	11514	2033	2974
de-DE	11514	2033	2974
el-GR	11514	2033	2974
en-US	11514	2033	2974
es-ES	11514	2033	2974
fa-IR	11514	2033	2974
fi-FI	11514	2033	2974
fr-FR	11514	2033	2974
he-IL	11514	2033	2974
hi-IN	11514	2033	2974
hu-HU	11514	2033	2974
hy-AM	11514	2033	2974
id-ID	11514	2033	2974
is-IS	11514	2033	2974
it-IT	11514	2033	2974
ja-JP	11514	2033	2974
jv-ID	11514	2033	2974
ka-GE	11514	2033	2974
km-KH	11514	2033	2974
kn-IN	11514	2033	2974
ko-KR	11514	2033	2974
lv-LV	11514	2033	2974
ml-IN	11514	2033	2974
mn-MN	11514	2033	2974
ms-MY	11514	2033	2974
my-MM	11514	2033	2974
nb-NO	11514	2033	2974
nl-NL	11514	2033	2974
pl-PL	11514	2033	2974
pt-PT	11514	2033	2974
ro-RO	11514	2033	2974
ru-RU	11514	2033	2974
sl-SL	11514	2033	2974
sq-AL	11514	2033	2974
sv-SE	11514	2033	2974
sw-KE	11514	2033	2974
ta-IN	11514	2033	2974
te-IN	11514	2033	2974
th-TH	11514	2033	2974
tl-PH	11514	2033	2974
tr-TR	11514	2033	2974
ur-PK	11514	2033	2974
vi-VN	11514	2033	2974
zh-CN	11514	2033	2974
zh-TW	11514	2033	2974

Personal and Sensitive Information

The corpora is free of personal or sensitive information.

Additional Information

Dataset Curators

MASSIVE: Jack FitzGerald and Christopher Hench and Charith Peris and Scott Mackie and Kay Rottmann and Ana Sanchez and Aaron Nash and Liam Urbach and Vishesh Kakarala and Richa Singh and Swetha Ranganath and Laurie Crist and Misha Britan and Wouter Leeuwis and Gokhan Tur and Prem Natarajan.

SLURP: Bastianelli, Emanuele and Vanzo, Andrea and Swietojanski, Pawel and Rieser, Verena.

Hugging Face Upload and Integration: Labrak Yanis (Not affiliated with the original corpus)

Licensing Information

Copyright Amazon.com Inc. or its affiliates.

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Citation Information

Please cite the following papers when using this dataset.

@misc{fitzgerald2022massive,
      title={MASSIVE: A 1M-Example Multilingual Natural Language Understanding Dataset with 51 Typologically-Diverse Languages},
      author={Jack FitzGerald and Christopher Hench and Charith Peris and Scott Mackie and Kay Rottmann and Ana Sanchez and Aaron Nash and Liam Urbach and Vishesh Kakarala and Richa Singh and Swetha Ranganath and Laurie Crist and Misha Britan and Wouter Leeuwis and Gokhan Tur and Prem Natarajan},
      year={2022},
      eprint={2204.08582},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}

@inproceedings{bastianelli-etal-2020-slurp,
    title = "{SLURP}: A Spoken Language Understanding Resource Package",
    author = "Bastianelli, Emanuele  and
      Vanzo, Andrea  and
      Swietojanski, Pawel  and
      Rieser, Verena",
    booktitle = "Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)",
    month = nov,
    year = "2020",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2020.emnlp-main.588",
    doi = "10.18653/v1/2020.emnlp-main.588",
    pages = "7252--7262",
    abstract = "Spoken Language Understanding infers semantic meaning directly from audio data, and thus promises to reduce error propagation and misunderstandings in end-user applications. However, publicly available SLU resources are limited. In this paper, we release SLURP, a new SLU package containing the following: (1) A new challenging dataset in English spanning 18 domains, which is substantially bigger and linguistically more diverse than existing datasets; (2) Competitive baselines based on state-of-the-art NLU and ASR systems; (3) A new transparent metric for entity labelling which enables a detailed error analysis for identifying potential areas of improvement. SLURP is available at https://github.com/pswietojanski/slurp."
}