id
stringlengths 1
5
| label
class label 18
classes | label_text
stringclasses 18
values | text
stringlengths 2
189
| idx
int64 0
11.5k
| query_idx
int64 0
11.5k
| positive_idx
int64 0
11.5k
| negative_idx
int64 0
11.5k
|
|---|---|---|---|---|---|---|---|
3478
| 3play
|
play
|
play latest country music releases
| 0
| 0
| 9,184
| 4,278
|
14785
| 12qa
|
qa
|
what is the distance to the moon
| 1
| 1
| 10,047
| 8,455
|
16808
| 7email
|
email
|
get apahelp at yahoo dot com in my contacts
| 2
| 2
| 9,875
| 7,221
|
1524
| 3play
|
play
|
play some boy band music
| 3
| 3
| 3,397
| 1,455
|
699
| 17weather
|
weather
|
what is the weather report
| 4
| 4
| 9,708
| 10,945
|
12666
| 1transport
|
transport
|
what is traffic like right now
| 5
| 5
| 3,404
| 6,255
|
2379
| 4news
|
news
|
what has happened recently in the world
| 6
| 6
| 3,635
| 3,333
|
15117
| 12qa
|
qa
|
look up someone
| 7
| 7
| 11,252
| 4,989
|
9696
| 3play
|
play
|
resume the playback of zanes southeast chronicles
| 8
| 8
| 5,733
| 10,107
|
1118
| 4news
|
news
|
please tell me the latest news about politics
| 9
| 9
| 167
| 7,469
|
10800
| 11lists
|
lists
|
delete recent list now
| 10
| 10
| 1,900
| 11,454
|
5592
| 8iot
|
iot
|
turn off lights in bathroom
| 11
| 11
| 1,423
| 2,410
|
4091
| 10audio
|
audio
|
i want volume on my speakers
| 12
| 12
| 10,828
| 4,670
|
5730
| 8iot
|
iot
|
turn off the lights please
| 13
| 13
| 3,875
| 122
|
705
| 9general
|
general
|
tell me something funny
| 14
| 14
| 2,060
| 10,919
|
12694
| 1transport
|
transport
|
is there bad traffic on the highway right now
| 15
| 15
| 164
| 5,693
|
4050
| 9general
|
general
|
please tell me a joke
| 16
| 16
| 5,397
| 8,275
|
6740
| 2calendar
|
calendar
|
when is peter's birthday
| 17
| 17
| 10,982
| 4,451
|
8901
| 2calendar
|
calendar
|
please set event on monday
| 18
| 18
| 2,848
| 5,548
|
2536
| 3play
|
play
|
open playlist five
| 19
| 19
| 9,315
| 4,967
|
15643
| 0social
|
social
|
need info
| 20
| 20
| 7,131
| 3,628
|
12776
| 1transport
|
transport
|
what's the traffic situation from kamycka to dejvicka
| 21
| 21
| 6,550
| 1,505
|
7540
| 2calendar
|
calendar
|
how free am i this week
| 22
| 22
| 10,317
| 1,971
|
5079
| 15music
|
music
|
recommend artists similar to rihanna
| 23
| 23
| 8,409
| 5,448
|
9792
| 3play
|
play
|
resume the memorial songs
| 24
| 24
| 3,397
| 4,144
|
3579
| 10audio
|
audio
|
go silent until three p. m.
| 25
| 25
| 1,960
| 4,803
|
13697
| 12qa
|
qa
|
what is the value of apple
| 26
| 26
| 3,893
| 9,362
|
13406
| 12qa
|
qa
|
what is the mass of a microwave
| 27
| 27
| 7,153
| 8,160
|
9289
| 3play
|
play
|
i'd like to listen to ninety nine point five
| 28
| 28
| 4,189
| 8,772
|
983
| 8iot
|
iot
|
change the color of the lights in my bedroom to red
| 29
| 29
| 5,818
| 8,554
|
4270
| 8iot
|
iot
|
i would like a cup of coffee
| 30
| 30
| 3,806
| 4,798
|
977
| 8iot
|
iot
|
can you please turn off the lights in this room
| 31
| 31
| 1,434
| 4,636
|
6879
| 2calendar
|
calendar
|
what time is my meeting on thursday
| 32
| 32
| 2,677
| 6,392
|
7261
| 2calendar
|
calendar
|
remind me thirty minutes before my meeting at three p. m. tomorrow
| 33
| 33
| 3,945
| 2,583
|
2135
| 16alarm
|
alarm
|
when is the next alarm
| 34
| 34
| 9,670
| 10,162
|
7488
| 2calendar
|
calendar
|
appointments this wednesday
| 35
| 35
| 2,217
| 4,705
|
12053
| 6recommendation
|
recommendation
|
what highly rated movies are playing this weekend
| 36
| 36
| 2,331
| 11,506
|
1740
| 15music
|
music
|
please tell me the name of this song that is currently playing
| 37
| 37
| 4,917
| 9,063
|
6327
| 9general
|
general
|
i need to have better focus olky i couldn't concentrate on a single task
| 38
| 38
| 3,510
| 3,497
|
1912
| 16alarm
|
alarm
|
set alarm at five am
| 39
| 39
| 6,120
| 2,516
|
4475
| 17weather
|
weather
|
do i need my raingear
| 40
| 40
| 9,154
| 10,198
|
3109
| 3play
|
play
|
find me a good pop song
| 41
| 41
| 5,067
| 431
|
8866
| 16alarm
|
alarm
|
set alarm for reminder
| 42
| 42
| 8,473
| 9,807
|
7669
| 2calendar
|
calendar
|
tell me when my moms birthday is
| 43
| 43
| 7,916
| 1,234
|
6256
| 14takeaway
|
takeaway
|
hi i want to order fried chick with white sauce
| 44
| 44
| 5,377
| 531
|
9799
| 3play
|
play
|
open album name
| 45
| 45
| 664
| 3,682
|
13573
| 12qa
|
qa
|
where in the world is lyon
| 46
| 46
| 1,769
| 3,349
|
12063
| 6recommendation
|
recommendation
|
list events in ny
| 47
| 47
| 10,100
| 10,583
|
16882
| 7email
|
email
|
send message via email
| 48
| 48
| 1,084
| 4,576
|
10219
| 13cooking
|
cooking
|
what do i need to make french toast
| 49
| 49
| 5,375
| 1,837
|
6156
| 5datetime
|
datetime
|
please tell me the date for the first day of next month
| 50
| 50
| 2,969
| 3,432
|
1559
| 15music
|
music
|
suggest me some metal music
| 51
| 51
| 3,498
| 1,467
|
3984
| 10audio
|
audio
|
please be silent
| 52
| 52
| 10,883
| 8,343
|
13568
| 12qa
|
qa
|
what does it look like
| 53
| 53
| 6,056
| 8,302
|
9852
| 3play
|
play
|
start from my last session of joes book
| 54
| 54
| 2,798
| 1,934
|
11941
| 6recommendation
|
recommendation
|
what restaurants are open near me
| 55
| 55
| 10,273
| 650
|
13366
| 12qa
|
qa
|
definition and use in sentence the word absolute
| 56
| 56
| 8,244
| 8,133
|
10372
| 3play
|
play
|
temple runner play
| 57
| 57
| 5,079
| 9,439
|
1081
| 17weather
|
weather
|
show me weather list for tomorrow
| 58
| 58
| 3,063
| 197
|
211
| 8iot
|
iot
|
make the room brighter
| 59
| 59
| 1,618
| 2,888
|
7481
| 2calendar
|
calendar
|
i want a reminder that repeats every week
| 60
| 60
| 9,467
| 2,783
|
3794
| 10audio
|
audio
|
i want to mute the speaker
| 61
| 61
| 4,930
| 9,682
|
12472
| 1transport
|
transport
|
pay for train ticket
| 62
| 62
| 7,274
| 10,158
|
10601
| 11lists
|
lists
|
i think i ran out of this can you add it to my list
| 63
| 63
| 10,704
| 7,077
|
10933
| 11lists
|
lists
|
put wash the car to my to do list
| 64
| 64
| 4,082
| 10,261
|
10413
| 9general
|
general
|
ask me an arithmetic question
| 65
| 65
| 9,139
| 9,871
|
15940
| 7email
|
email
|
reply to the latest email
| 66
| 66
| 3,372
| 3,967
|
856
| 3play
|
play
|
r. & b. music
| 67
| 67
| 4,238
| 84
|
14302
| 12qa
|
qa
|
what is the value of the yen right now
| 68
| 68
| 8,044
| 7,488
|
4344
| 15music
|
music
|
rate this song five stars and save the rating
| 69
| 69
| 6,609
| 10,751
|
380
| 3play
|
play
|
please play games by disturbed
| 70
| 70
| 1,214
| 4,197
|
13257
| 6recommendation
|
recommendation
|
where to buy cannon cameras
| 71
| 71
| 7,763
| 10,891
|
2361
| 14takeaway
|
takeaway
|
i want to order some pizza
| 72
| 72
| 1,854
| 2,658
|
5277
| 10audio
|
audio
|
please increase volume in music player
| 73
| 73
| 714
| 8,348
|
8008
| 2calendar
|
calendar
|
what time is my dentist appointment on monday
| 74
| 74
| 6,643
| 2,229
|
14949
| 2calendar
|
calendar
|
shall we meet for today's party
| 75
| 75
| 8,779
| 11,233
|
7018
| 2calendar
|
calendar
|
delete new year's eve from the calendar
| 76
| 76
| 2,081
| 6,723
|
3738
| 10audio
|
audio
|
please adjust the speakers to a lower more comfortable level
| 77
| 77
| 7,550
| 9,400
|
15663
| 0social
|
social
|
post new status
| 78
| 78
| 2,655
| 9,762
|
4170
| 8iot
|
iot
|
start coffee machine
| 79
| 79
| 5,161
| 1,062
|
649
| 16alarm
|
alarm
|
do i have any alarms set for today
| 80
| 80
| 1,708
| 10,837
|
3971
| 17weather
|
weather
|
olly what's the weather right now
| 81
| 81
| 3,494
| 9,888
|
15539
| 0social
|
social
|
brief me about my news feed stories
| 82
| 82
| 8,928
| 10,660
|
9176
| 2calendar
|
calendar
|
remove the party event from the calendar
| 83
| 83
| 9,954
| 10,987
|
14923
| 9general
|
general
|
i would like it to be able to tell if something is starting to burn and turn off the oven stove or microwave
| 84
| 84
| 2,184
| 5,107
|
12271
| 1transport
|
transport
|
can you book me a train ticket to bombay for tomorrow in any train
| 85
| 85
| 7,007
| 4,935
|
7786
| 2calendar
|
calendar
|
remind me when it is lunchtime
| 86
| 86
| 9,445
| 2,231
|
14729
| 12qa
|
qa
|
how much is twenty argentinian pesos in pounds
| 87
| 87
| 2,761
| 6,448
|
10794
| 11lists
|
lists
|
what are all my lists
| 88
| 88
| 244
| 7,843
|
7770
| 2calendar
|
calendar
|
do i have any reminders set
| 89
| 89
| 1,048
| 4,876
|
8222
| 2calendar
|
calendar
|
remind me about thing at time
| 90
| 90
| 1,306
| 5,849
|
7749
| 2calendar
|
calendar
|
set up a reoccurring grocery store trip for every sunday
| 91
| 91
| 1,190
| 10,144
|
6333
| 9general
|
general
|
i had the worst day ever today
| 92
| 92
| 2,312
| 6,894
|
10165
| 13cooking
|
cooking
|
how long do i boil a hard boiled egg
| 93
| 93
| 4,071
| 9,556
|
8113
| 2calendar
|
calendar
|
please put mary's birthday party on the twenty second at seven p. m.
| 94
| 94
| 3,179
| 9,979
|
4824
| 17weather
|
weather
|
weather this weekend
| 95
| 95
| 2,606
| 8,739
|
447
| 3play
|
play
|
play old-fashioned christmas music
| 96
| 96
| 450
| 1,451
|
2010
| 17weather
|
weather
|
this week weather will be sunny or not
| 97
| 97
| 10,768
| 4,043
|
13655
| 12qa
|
qa
|
what is the highest mountain in the us
| 98
| 98
| 5,206
| 9,901
|
8659
| 2calendar
|
calendar
|
please clear out my calendar completely
| 99
| 99
| 6,379
| 4,024
|
End of preview. Expand
in Data Studio
MTEB Amazon Massive Scenario Triplets Dataset
This dataset was used in the paper GISTEmbed: Guided In-sample Selection of Training Negatives for Text Embedding Fine-tuning. Refer to https://arxiv.org/abs/2402.16829 for details.
The code for generating the data is available at https://github.com/avsolatorio/GISTEmbed/blob/main/scripts/create_classification_dataset.py.
Citation
@article{solatorio2024gistembed,
title={GISTEmbed: Guided In-sample Selection of Training Negatives for Text Embedding Fine-tuning},
author={Aivin V. Solatorio},
journal={arXiv preprint arXiv:2402.16829},
year={2024},
URL={https://arxiv.org/abs/2402.16829}
eprint={2402.16829},
archivePrefix={arXiv},
primaryClass={cs.LG}
}
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