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189
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int64 0
11.5k
| query_idx
int64 0
11.5k
| positive_idx
int64 0
11.5k
| negative_idx
int64 0
11.5k
|
---|---|---|---|---|---|---|---|
3478 | 45play_music
| play_music | play latest country music releases | 0 | 0 | 10,266 | 1,688 |
14785 | 49qa_factoid
| qa_factoid | what is the distance to the moon | 1 | 1 | 3,847 | 10,317 |
16808 | 15email_addcontact
| email_addcontact | get apahelp at yahoo dot com in my contacts | 2 | 2 | 1,316 | 3,183 |
1524 | 45play_music
| play_music | play some boy band music | 3 | 3 | 6,272 | 8,482 |
699 | 13weather_query
| weather_query | what is the weather report | 4 | 4 | 9,912 | 4,386 |
12666 | 11transport_traffic
| transport_traffic | what is traffic like right now | 5 | 5 | 3,404 | 11,061 |
2379 | 22news_query
| news_query | what has happened recently in the world | 6 | 6 | 6,088 | 382 |
15117 | 49qa_factoid
| qa_factoid | look up someone | 7 | 7 | 9,872 | 6,449 |
9696 | 20play_audiobook
| play_audiobook | resume the playback of zanes southeast chronicles | 8 | 8 | 5,661 | 672 |
1118 | 22news_query
| news_query | please tell me the latest news about politics | 9 | 9 | 10,456 | 9,835 |
10800 | 53lists_remove
| lists_remove | delete recent list now | 10 | 10 | 7,801 | 1,975 |
5592 | 40iot_hue_lightoff
| iot_hue_lightoff | turn off lights in bathroom | 11 | 11 | 1,839 | 2,602 |
4091 | 14audio_volume_up
| audio_volume_up | i want volume on my speakers | 12 | 12 | 7,956 | 2,384 |
5730 | 40iot_hue_lightoff
| iot_hue_lightoff | turn off the lights please | 13 | 13 | 9,259 | 4,331 |
705 | 25general_joke
| general_joke | tell me something funny | 14 | 14 | 4,440 | 9,725 |
12694 | 11transport_traffic
| transport_traffic | is there bad traffic on the highway right now | 15 | 15 | 2,856 | 2,456 |
4050 | 25general_joke
| general_joke | please tell me a joke | 16 | 16 | 10,793 | 1,317 |
6740 | 32calendar_query
| calendar_query | when is peter's birthday | 17 | 17 | 4,687 | 371 |
8901 | 50calendar_set
| calendar_set | please set event on monday | 18 | 18 | 11,020 | 2,763 |
2536 | 45play_music
| play_music | open playlist five | 19 | 19 | 2,763 | 2,853 |
15643 | 27social_query
| social_query | need info | 20 | 20 | 3,707 | 6,073 |
12776 | 11transport_traffic
| transport_traffic | what's the traffic situation from kamycka to dejvicka | 21 | 21 | 8,735 | 7,532 |
7540 | 32calendar_query
| calendar_query | how free am i this week | 22 | 22 | 7,033 | 3,938 |
5079 | 57music_query
| music_query | recommend artists similar to rihanna | 23 | 23 | 9,266 | 1,753 |
9792 | 45play_music
| play_music | resume the memorial songs | 24 | 24 | 9,554 | 7,031 |
3579 | 46audio_volume_mute
| audio_volume_mute | go silent until three p. m. | 25 | 25 | 4,830 | 2,949 |
13697 | 4qa_stock
| qa_stock | what is the value of apple | 26 | 26 | 68 | 8,646 |
13406 | 49qa_factoid
| qa_factoid | what is the mass of a microwave | 27 | 27 | 1,778 | 2,049 |
9289 | 36play_radio
| play_radio | i'd like to listen to ninety nine point five | 28 | 28 | 5,040 | 3,793 |
983 | 1iot_hue_lightchange
| iot_hue_lightchange | change the color of the lights in my bedroom to red | 29 | 29 | 1,726 | 5,015 |
4270 | 56iot_coffee
| iot_coffee | i would like a cup of coffee | 30 | 30 | 5,663 | 9,430 |
977 | 40iot_hue_lightoff
| iot_hue_lightoff | can you please turn off the lights in this room | 31 | 31 | 7,333 | 10,614 |
6879 | 32calendar_query
| calendar_query | what time is my meeting on thursday | 32 | 32 | 6,430 | 5,843 |
7261 | 50calendar_set
| calendar_set | remind me thirty minutes before my meeting at three p. m. tomorrow | 33 | 33 | 1,593 | 4,119 |
2135 | 23alarm_query
| alarm_query | when is the next alarm | 34 | 34 | 7,937 | 10,109 |
7488 | 32calendar_query
| calendar_query | appointments this wednesday | 35 | 35 | 4,198 | 3,935 |
12053 | 55recommendation_movies
| recommendation_movies | what highly rated movies are playing this weekend | 36 | 36 | 1,264 | 10,504 |
1740 | 57music_query
| music_query | please tell me the name of this song that is currently playing | 37 | 37 | 522 | 9,831 |
6327 | 12general_quirky
| general_quirky | i need to have better focus olky i couldn't concentrate on a single task | 38 | 38 | 3,510 | 10,698 |
1912 | 48alarm_set
| alarm_set | set alarm at five am | 39 | 39 | 6,762 | 2,523 |
4475 | 13weather_query
| weather_query | do i need my raingear | 40 | 40 | 9,154 | 6,348 |
3109 | 45play_music
| play_music | find me a good pop song | 41 | 41 | 708 | 581 |
8866 | 48alarm_set
| alarm_set | set alarm for reminder | 42 | 42 | 1,005 | 5,535 |
7669 | 50calendar_set
| calendar_set | tell me when my moms birthday is | 43 | 43 | 9,927 | 4,537 |
6256 | 16takeaway_order
| takeaway_order | hi i want to order fried chick with white sauce | 44 | 44 | 5,116 | 7,384 |
9799 | 20play_audiobook
| play_audiobook | open album name | 45 | 45 | 664 | 9,590 |
13573 | 49qa_factoid
| qa_factoid | where in the world is lyon | 46 | 46 | 5,691 | 10,336 |
12063 | 6recommendation_events
| recommendation_events | list events in ny | 47 | 47 | 9,879 | 6,302 |
16882 | 33email_sendemail
| email_sendemail | send message via email | 48 | 48 | 1,399 | 2,560 |
10219 | 9cooking_recipe
| cooking_recipe | what do i need to make french toast | 49 | 49 | 6,870 | 7,561 |
6156 | 0datetime_query
| datetime_query | please tell me the date for the first day of next month | 50 | 50 | 11,344 | 4,907 |
1559 | 57music_query
| music_query | suggest me some metal music | 51 | 51 | 868 | 8,838 |
3984 | 46audio_volume_mute
| audio_volume_mute | please be silent | 52 | 52 | 2,126 | 607 |
13568 | 26qa_definition
| qa_definition | what does it look like | 53 | 53 | 4,599 | 1,050 |
9852 | 20play_audiobook
| play_audiobook | start from my last session of joes book | 54 | 54 | 9,090 | 4,941 |
11941 | 19recommendation_locations
| recommendation_locations | what restaurants are open near me | 55 | 55 | 4,084 | 820 |
13366 | 26qa_definition
| qa_definition | definition and use in sentence the word absolute | 56 | 56 | 8,244 | 8,232 |
10372 | 51play_game
| play_game | temple runner play | 57 | 57 | 9,274 | 5,513 |
1081 | 13weather_query
| weather_query | show me weather list for tomorrow | 58 | 58 | 9,912 | 3,386 |
211 | 18iot_hue_lightup
| iot_hue_lightup | make the room brighter | 59 | 59 | 1,161 | 5,419 |
7481 | 50calendar_set
| calendar_set | i want a reminder that repeats every week | 60 | 60 | 654 | 1,628 |
3794 | 46audio_volume_mute
| audio_volume_mute | i want to mute the speaker | 61 | 61 | 8,998 | 5,808 |
12472 | 2transport_ticket
| transport_ticket | pay for train ticket | 62 | 62 | 6,110 | 9,346 |
10601 | 21lists_createoradd
| lists_createoradd | i think i ran out of this can you add it to my list | 63 | 63 | 11,067 | 11,072 |
10933 | 21lists_createoradd
| lists_createoradd | put wash the car to my to do list | 64 | 64 | 3,577 | 7,511 |
10413 | 12general_quirky
| general_quirky | ask me an arithmetic question | 65 | 65 | 3,334 | 2,466 |
15940 | 33email_sendemail
| email_sendemail | reply to the latest email | 66 | 66 | 8,674 | 8,872 |
856 | 45play_music
| play_music | r. & b. music | 67 | 67 | 4,238 | 5,609 |
14302 | 4qa_stock
| qa_stock | what is the value of the yen right now | 68 | 68 | 4,066 | 6,921 |
4344 | 43music_likeness
| music_likeness | rate this song five stars and save the rating | 69 | 69 | 10,247 | 11,151 |
380 | 45play_music
| play_music | please play games by disturbed | 70 | 70 | 1,214 | 291 |
13257 | 19recommendation_locations
| recommendation_locations | where to buy cannon cameras | 71 | 71 | 3,163 | 5,366 |
2361 | 16takeaway_order
| takeaway_order | i want to order some pizza | 72 | 72 | 5,165 | 1,559 |
5277 | 14audio_volume_up
| audio_volume_up | please increase volume in music player | 73 | 73 | 2,110 | 8,393 |
8008 | 32calendar_query
| calendar_query | what time is my dentist appointment on monday | 74 | 74 | 6,029 | 10,159 |
14949 | 32calendar_query
| calendar_query | shall we meet for today's party | 75 | 75 | 10,760 | 3,623 |
7018 | 30calendar_remove
| calendar_remove | delete new year's eve from the calendar | 76 | 76 | 7,275 | 1,537 |
3738 | 35audio_volume_down
| audio_volume_down | please adjust the speakers to a lower more comfortable level | 77 | 77 | 5,883 | 6,759 |
15663 | 47social_post
| social_post | post new status | 78 | 78 | 1,619 | 7,057 |
4170 | 56iot_coffee
| iot_coffee | start coffee machine | 79 | 79 | 10,063 | 5,294 |
649 | 23alarm_query
| alarm_query | do i have any alarms set for today | 80 | 80 | 4,544 | 5,585 |
3971 | 13weather_query
| weather_query | olly what's the weather right now | 81 | 81 | 3,104 | 2,397 |
15539 | 27social_query
| social_query | brief me about my news feed stories | 82 | 82 | 9,096 | 3,393 |
9176 | 30calendar_remove
| calendar_remove | remove the party event from the calendar | 83 | 83 | 8,636 | 7,526 |
14923 | 12general_quirky
| general_quirky | 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 | 9,680 | 1,692 |
12271 | 2transport_ticket
| transport_ticket | can you book me a train ticket to bombay for tomorrow in any train | 85 | 85 | 8,878 | 8,187 |
7786 | 50calendar_set
| calendar_set | remind me when it is lunchtime | 86 | 86 | 1,609 | 1,665 |
14729 | 10qa_currency
| qa_currency | how much is twenty argentinian pesos in pounds | 87 | 87 | 5,221 | 556 |
10794 | 59lists_query
| lists_query | what are all my lists | 88 | 88 | 1,741 | 2,416 |
7770 | 32calendar_query
| calendar_query | do i have any reminders set | 89 | 89 | 10,490 | 933 |
8222 | 50calendar_set
| calendar_set | remind me about thing at time | 90 | 90 | 2,497 | 7,647 |
7749 | 50calendar_set
| calendar_set | set up a reoccurring grocery store trip for every sunday | 91 | 91 | 3,905 | 2,962 |
6333 | 12general_quirky
| general_quirky | i had the worst day ever today | 92 | 92 | 2,312 | 2,788 |
10165 | 9cooking_recipe
| cooking_recipe | how long do i boil a hard boiled egg | 93 | 93 | 4,071 | 7,666 |
8113 | 50calendar_set
| calendar_set | please put mary's birthday party on the twenty second at seven p. m. | 94 | 94 | 1,088 | 3,240 |
4824 | 13weather_query
| weather_query | weather this weekend | 95 | 95 | 1,637 | 974 |
447 | 45play_music
| play_music | play old-fashioned christmas music | 96 | 96 | 10,877 | 10,384 |
2010 | 13weather_query
| weather_query | this week weather will be sunny or not | 97 | 97 | 430 | 786 |
13655 | 49qa_factoid
| qa_factoid | what is the highest mountain in the us | 98 | 98 | 9,163 | 5,755 |
8659 | 30calendar_remove
| calendar_remove | please clear out my calendar completely | 99 | 99 | 4,310 | 10,410 |
End of preview. Expand
in Dataset Viewer.
MTEB Amazon Massive 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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