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3,135,393,637,353,432
Why is Taylor Swift in court
63
QUESTION_NEWS
0
0
1,635
7,735
39,353,639,303,937
is there going to be a hail this evening?
25
GET_WEATHER
1
1
6,394
823
3,231,323,739,393,231
tell my sister that her class reunion is on friday at 8pm
0
SEND_MESSAGE
2
2
3,986
12,767
39,343,738,393,438
Please play some punk music
16
PLAY_MUSIC
3
3
15,582
1,681
39,353,830,313,931
world news
18
GET_STORIES_NEWS
4
4
2,760
12,479
3,231,323,331,353,530
I need to call my brother tonight at 5 can you please remind me around 3pm.
43
CREATE_REMINDER
5
5
1,160
5,707
39,353,737,373,037
Will it rain in Westlake today?
25
GET_WEATHER
6
6
4,692
3,633
3,231,363,039,363,934
New message Ah ok
0
SEND_MESSAGE
7
7
10,640
13,220
3,232,313,933,373,136
can you please call Richard Adams on Messenger
3
CREATE_CALL
8
8
4,891
11,896
3,139,393,834,383,431
Music concerts in Dallas
29
GET_EVENT
9
9
8,228
3,603
39,343,538,373,430
What should the temperature be for well done meat
59
GET_INFO_RECIPES
10
10
10,623
1,651
3,132,353,938,303,033
rewind this song
78
REWIND_MUSIC
11
11
1,386
1,696
3,231,313,535,313,633
Remind me to call the dentist
43
CREATE_REMINDER
12
12
11,775
651
3,231,363,338,333,239
What's the weather going to be like today in Melbourne?
25
GET_WEATHER
13
13
9,289
13,211
39,343,535,393,737
How do you make Spanish rice
60
GET_RECIPES
14
14
13,107
13,748
3,138,383,936,333,633
how long to boil for a soft boiled egg
59
GET_INFO_RECIPES
15
15
1,772
9,311
3,232,353,832,393,537
Has the development thread sent me anything
1
GET_MESSAGE
16
16
10,867
3,348
3,138,393,838,313,632
How old is Liz?
57
GET_AGE
17
17
11,415
1,287
39,343,535,323,130
I want to cook pho, what do I need
60
GET_RECIPES
18
18
15,346
9,625
39,353,039,393,232
reset timer and change it to 20 mins
74
RESTART_TIMER
19
19
3,406
6,002
3,133,343,634,333,533
How many calories are in a banana split
59
GET_INFO_RECIPES
20
20
5,491
13,021
3,231,303,230,353,932
Add Curtis to this current call.
22
UPDATE_CALL
21
21
10,556
15,369
39,343,535,363,233
is salt a neccessary ingredient to make crepe
61
IS_TRUE_RECIPES
22
22
2,563
14,248
3,231,333,130,393,236
Ignore all calls from my son in law.
51
IGNORE_CALL
23
23
643
10,339
3,231,323,431,333,737
Change my 9 pm reminder to 9:30
47
UPDATE_REMINDER_DATE_TIME
24
24
753
246
39,353,035,343,538
Weekend weather in Seattle?
25
GET_WEATHER
25
25
6,889
5,255
3,232,323,831,333,834
Play only Taylor Swift
16
PLAY_MUSIC
26
26
14,321
6,848
3,232,323,530,323,938
create Face mask timer
15
CREATE_TIMER
27
27
11,591
7,786
3,232,323,232,333,830
Share Paws to Party with Kira
20
SHARE_EVENT
28
28
2,059
3,635
3,231,363,334,363,730
repeat alarm every monday at 4pm
14
CREATE_ALARM
29
29
14,502
1,457
3,136,333,337,353,836
What is the lastest on NAFTA talks
63
QUESTION_NEWS
30
30
6,022
8,902
39,343,539,333,333
whats the calorie range for cheese pizza
59
GET_INFO_RECIPES
31
31
1,417
212
3,232,333,730,353,137
please call Melissa Maldonado's niece
3
CREATE_CALL
32
32
10,142
14,468
3,133,343,439,363,435
How do you cook a whole turkey
59
GET_INFO_RECIPES
33
33
2,149
10,625
39,353,831,333,434
Search new age genre
16
PLAY_MUSIC
34
34
9,568
2,608
3,232,353,138,373,738
touch base with Isaiah
3
CREATE_CALL
35
35
11,256
2,822
3,231,333,130,303,335
Call my grandchild.
3
CREATE_CALL
36
36
703
8,718
39,353,135,373,636
set an alarm for 7 am weekdays
14
CREATE_ALARM
37
37
12,160
11,541
39,343,632,343,035
What ingredients are in red enchilada sauce
59
GET_INFO_RECIPES
38
38
15,111
6,577
3,231,323,837,393,732
Send a group message to my friends to see if they want to meet for a movie and dinner this weekend.
0
SEND_MESSAGE
39
39
5,937
11,276
39,353,132,303,435
set an alarm for every 10 minutes after 6 am
14
CREATE_ALARM
40
40
4,363
3,726
3,231,323,430,303,930
remind me of brunch for 10 tomorrow morning
43
CREATE_REMINDER
41
41
4,524
3,366
3,231,313,437,393,034
set up an reminder to email Clea
43
CREATE_REMINDER
42
42
13,349
4,229
39,343,534,313,331
WHAT'S A BASIC CHOCOLATE CHIP COOKIE RECIPE
60
GET_RECIPES
43
43
6,777
1,859
3,231,323,335,313,038
Create a reminder to pick up the babies
43
CREATE_REMINDER
44
44
2,485
6,348
3,231,363,339,363,839
What sort of weather will be happening in Thailand during July?
25
GET_WEATHER
45
45
6,551
1,359
3,138,393,833,363,534
Who works at Starbucks?
4
GET_CONTACT
46
46
15,266
10,412
3,231,323,336,343,334
I need to take off the reminder for milk
42
DELETE_REMINDER
47
47
1,567
5,478
3,231,343,937,353,230
Are there any volleyball matches on Saturday in L.A.
29
GET_EVENT
48
48
10,210
12,532
3,135,333,032,353,433
please set alarm for 1 hour
14
CREATE_ALARM
49
49
163
1,820
3,133,323,735,363,235
how to bake a dome shaped cake
60
GET_RECIPES
50
50
8,060
3,534
39,343,939,333,233
Show all alarms.
24
GET_ALARM
51
51
6,955
14,887
3,135,383,731,343,535
are there more details about the russia investigation
18
GET_STORIES_NEWS
52
52
10,156
9,662
3,231,323,333,343,039
I need you to set a reminder for me to call HR at 3 today
43
CREATE_REMINDER
53
53
4,832
1,594
3,133,323,737,313,532
How many calories in chicken thigh
59
GET_INFO_RECIPES
54
54
7,642
8,352
39,353,630,383,939
is that Beyonce singing?
72
GET_TRACK_INFO_MUSIC
55
55
654
2,097
3,232,353,833,323,935
Get my messages from Steve and Bill
1
GET_MESSAGE
56
56
76
15,493
3,133,343,131,323,336
How many slices of pizza in a large pie
59
GET_INFO_RECIPES
57
57
12,340
13,535
3,231,313,436,353,536
remind me to leave 15 min before my appointment
43
CREATE_REMINDER
58
58
464
10,984
3,135,323,936,303,433
Set another timer for 10 minutes
15
CREATE_TIMER
59
59
9,736
8,164
3,231,323,832,313,136
send Dave a message saying I will be 15 minutes late
0
SEND_MESSAGE
60
60
13,432
15,404
3,231,323,430,343,538
Remind me to sign permission slip
43
CREATE_REMINDER
61
61
58
11,182
39,343,835,333,138
play all Stones albums on pandora
16
PLAY_MUSIC
62
62
5,471
7,424
3,138,393,830,383,136
Who went to Appalachain?
4
GET_CONTACT
63
63
2,486
787
3,232,353,734,393,033
who texted me on WhatsApp
2
GET_MESSAGE_CONTACT
64
64
14,757
2,837
39,343,932,383,439
can i play the last song again
62
PREVIOUS_TRACK_MUSIC
65
65
13,692
15,519
39,353,831,343,038
Can we listen to some toddler music?
16
PLAY_MUSIC
66
66
3,932
1,042
3,232,323,830,343,031
play the band Trippie Redd
16
PLAY_MUSIC
67
67
3,181
7,797
3,231,353,537,313,933
Will the weather be good tomorrow?
25
GET_WEATHER
68
68
11,146
10,438
3,133,343,138,363,038
How long does it take to braise a pork chop
59
GET_INFO_RECIPES
69
69
6,776
4,402
3,231,343,631,323,433
Whose birthday is on October 7th?
4
GET_CONTACT
70
70
1,094
6,444
39,353,732,383,831
Start the timer now.
15
CREATE_TIMER
71
71
758
11,138
3,231,323,432,323,137
remind me to call mom at 7
43
CREATE_REMINDER
72
72
3,701
12,255
3,231,323,336,323,430
Remind me to clean the microwave tonight
43
CREATE_REMINDER
73
73
5,570
14,577
3,232,313,536,373,531
WhatsApp call Justin
3
CREATE_CALL
74
74
8,559
12,768
39,353,233,393,335
What is recent news on Obama?
18
GET_STORIES_NEWS
75
75
6,353
5,046
3,232,353,831,393,131
what are my messages from Maggie
1
GET_MESSAGE
76
76
8,050
7,379
39,343,533,393,534
Find me an overnight oats recipe
60
GET_RECIPES
77
77
10,834
8,865
3,231,323,834,363,630
Let Sandra know that the fair starts on August 12th this year.
0
SEND_MESSAGE
78
78
145
12,625
3,232,323,831,373,831
Play Kris Allen
16
PLAY_MUSIC
79
79
11,261
310
3,138,393,932,323,837
Who is David's employer?
53
GET_EMPLOYER
80
80
2,358
12,786
3,232,353,734,353,939
I would like to send a Messenger text
0
SEND_MESSAGE
81
81
14,158
12,272
3,231,333,438,363,133
I am available now
45
SET_AVAILABLE
82
82
10,642
12,945
3,231,323,836,373,330
message Angela and tell her that the movie marathon is at Gloria's house in Overland Park
0
SEND_MESSAGE
83
83
10,934
7,703
39,343,637,363,837
read details of Charlottesville
18
GET_STORIES_NEWS
84
84
10,102
13,412
3,231,353,436,303,036
Ring Paul
3
CREATE_CALL
85
85
1,676
11,528
39,343,734,373,731
What were the headlines yesterday
18
GET_STORIES_NEWS
86
86
1,326
4,991
3,232,353,832,393,037
I need you to message Steve
0
SEND_MESSAGE
87
87
11,495
1,067
3,231,323,738,343,235
ask the nanny to bring Sophie
0
SEND_MESSAGE
88
88
858
7,026
3,231,353,436,353,138
stop that call
32
END_CALL
89
89
8,329
2,946
3,134,313,539,373,735
How warm is it seattle tonight in degrees celcius
25
GET_WEATHER
90
90
4,232
2,463
3,231,353,336,313,638
play news on cnn
18
GET_STORIES_NEWS
91
91
1,312
11,958
39,343,834,393,834
When is the next severe weather outbreak anticipated?
25
GET_WEATHER
92
92
14,265
9,840
3,231,363,031,333,036
Make an alarm Saturday January 1st.
14
CREATE_ALARM
93
93
13,235
5,766
3,231,323,332,393,535
Remind me to set up a conference call between me, Sharon and Ian this Wednesday at 11am.
43
CREATE_REMINDER
94
94
9,019
7,498
39,353,636,373,930
read me recent news in st augustine
18
GET_STORIES_NEWS
95
95
861
15,291
3,231,313,439,353,930
Remind me to finish that Excel document for Amina for next week.
43
CREATE_REMINDER
96
96
5,217
5,034
39,353,238,333,730
can you resume me the news for today?
18
GET_STORIES_NEWS
97
97
220
11,529
3,232,313,536,383,035
Place a call to Karen on Messenger
3
CREATE_CALL
98
98
1,919
1,742
39,343,735,343,532
Anything new on the news today?
18
GET_STORIES_NEWS
99
99
7,823
11,750

MTEB MTOP Intent 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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