Hugging Face's logo

Datasets:
avsolatorio
/
mteb-amazon_counterfactual-avs_triplets

Modalities:
Tabular
Text
Formats:
parquet
Size:
1K - 10K
ArXiv:
Libraries:
Datasets
pandas
Dataset card Viewer Files Community
Dataset Viewer
Auto-converted to Parquet
Viewer
text
stringlengths
33
514
label
int32
0
1
label_text
stringclasses
2 values
idx
int64
0
4.02k
query_idx
int64
0
4.02k
positive_idx
int64
2
4.02k
negative_idx
int64
0
4.02k
I do wish the belly panel came in a nude color.
1
counterfactual
0
0
2,247
3,605
I wanted a less expensive soundbar and hoped it would sound ok.
0
not-counterfactual
1
1
6
3,778
I did feel this story was too short and I still wanted more but still well done.
0
not-counterfactual
2
2
2,458
3,689
I wish the fur was a little less straggly looking but I feel that the costume is a great value overall.
0
not-counterfactual
3
3
2,280
1,151
I love this faja, but the intimate part of the faja is uncomfortable I wish it have a sipper instead of the big opening
1
counterfactual
4
4
1,243
2,886
Surprises abound in this novel, none of which I really saw coming.
0
not-counterfactual
5
5
3,651
416
Without a sub they are lacking the low end, but for the price point, what do you really expect?
0
not-counterfactual
6
6
2,119
896
Works most of the time, but you must make sure you keep the remote pointed at your electronics for several seconds after you give a command-it also takes a bit longer than we expected it would to send a signal to all devices.....every now and then, one device in a programmed series won't turn on at all for some incomprehensible reason.
0
not-counterfactual
7
7
2,608
1,151
Wish quality was better or it was easier to return items.
1
counterfactual
8
8
657
2,529
A larger size would have been too big through the hips.
1
counterfactual
9
9
2,590
253
I even wondered if it was actually written by Kristin!
0
not-counterfactual
10
10
1,897
3,053
Ava has been in love with Jeremy her while life but didn't think she could have due to what she thought happened in the past.
0
not-counterfactual
11
11
963
3,626
Our landlord is a dick and would have undoubtedly charged us for the handful of crappy blinds that were flimsy and broke easily.
1
counterfactual
12
12
2,268
1,801
This Bracelet was, as the title states, EVERYTHING i could have asked for!
1
counterfactual
13
13
3,829
1,295
It wouldn't tighten and it would just slide all the way down, which wouldn't work for me because I wanted to elevate the monitor so it is level with my others.
0
not-counterfactual
14
14
705
2,523
This was for my son, who is young enough that he doesn't have many credit cards nor a driver's license, so we intentionally looked for a slim, small wallet - and it is.
0
not-counterfactual
15
15
2,084
1,884
No, it doesn't tilt or rotate like my other ones do, but when was the last time I rotated any of them... oh yeah, that's right, I NEVER move/tilt any of them.
0
not-counterfactual
16
16
44
2,535
Who would have thought a pillow could make such a difference in my sleep!
0
not-counterfactual
17
17
1,109
2,835
Instead of adding a few extra inches to the main cord, you have two separate cables that are connected with a volume adapter (shown in the photos).
0
not-counterfactual
18
18
2,088
1,103
Of course it comes with the USB cord so you can hook it to other non Bluetooth devices if you'd like.
0
not-counterfactual
19
19
493
739
This is a must for those who are religious as me.
0
not-counterfactual
20
20
2,266
2,283
However, my older son was able to make his lower bunk into a sort of hideaway very easily but my younger son wanted the same effect.
0
not-counterfactual
21
21
949
739
But my wreath is evergreen, so a very dark green wire would be more appropriate.
0
not-counterfactual
22
22
1,881
3,200
The best part under clothing it doesn't look like a sports bra ( the uni-boob:) and it's a great price!
0
not-counterfactual
23
23
1,632
1,846
If it were just a tad thicker, it would be a perfect handwarmer 'cuddle' mug.
1
counterfactual
24
24
703
3,102
This was very disappointing after a second costume in my order also had missing pieces
0
not-counterfactual
25
25
1,226
2,367
I wish, whoever submitted the images should have created a vector based image which would maintain the clarity with the changing aspect ratios or image sizes.
1
counterfactual
26
26
620
507
There are missing quotation marks, missing periods, missing commas, unnecessary commas and misused semicolons everywhere.
0
not-counterfactual
27
27
638
3,180
The price is great, and the quality feels like it should be worth a lot more.
0
not-counterfactual
28
28
1,943
3,415
As a former teacher it would be interesting to read and discuss with students.
0
not-counterfactual
29
29
2,269
516
I should have gotten it in my own size or even a size smaller.
1
counterfactual
30
30
281
3,398
Usually, they would be more like $3 or $4 for about 14 beads.
0
not-counterfactual
31
31
671
1,474
husband likes this and wanted it to use at work.
0
not-counterfactual
32
32
2,323
1,259
Beautiful words, you won't regret picking up this gem.
0
not-counterfactual
33
33
1,085
3,823
I haven't used them yet so will probably update my review once I do.
0
not-counterfactual
34
34
2,651
100
A good source to answer any questions one would have while studying and desiring the sincerest milk and meat of the truth of GOD's word.
0
not-counterfactual
35
35
1,206
2,083
It was really hard to like Harrison, although I wanted to!
0
not-counterfactual
36
36
869
1,550
It won't be the same as the living room system, but, for a bedroom, den or kitchen, just fine.
0
not-counterfactual
37
37
897
3,415
The pillows were of good quality so I wanted suitable covers to protect them.
0
not-counterfactual
38
38
2,224
3,578
And I couldn't think of a better girl for him than Blythe, she is a beautiful person with a really kind heart and I think she might be my favorite girl in this series.
0
not-counterfactual
39
39
3,029
3,847
I thought I would be able to smell these on my desk at work and it did not smell at all
1
counterfactual
40
40
1,057
276
I would say it was like sleeping on a brick instead of a pillow of beads.
0
not-counterfactual
41
41
1,679
2,847
I couldn't believe how this mop picked up the dirt.
0
not-counterfactual
42
42
2,961
1,437
I actually find myself wishing it had a 4th speed because the low is loud and alot of air it would be great for a softer/quieter option.
1
counterfactual
43
43
2,072
228
It doesn't have weights or magnets in the bottom, and it doesn't need them.
0
not-counterfactual
44
44
655
703
I am not very technically inclined, but I followed the easy instructions that came with my TV, and I was able to remove the old lamp and install the new one in about 10 minutes.
0
not-counterfactual
45
45
530
2,602
Or I should be honest and say I have a very nice mother who can fix that.
0
not-counterfactual
46
46
1,128
2,219
Pros: - good suction and cleaning power on carpet - sense of satisfaction seeing the clean bagless chamber fill with dirt and debris Cons: - Poor build quality on dirt canister, broke after 6 months - overly short power cord - floor brush head does not stop spinning when attachment tools are in use Having 2 more feet on the power cord would have been nice.
0
not-counterfactual
47
47
618
1,842
I was excited to put this in my hospital bag I'm packing but one of the snaps doesn't work.
0
not-counterfactual
48
48
289
599
Not a horrible book, but I definitely won't be buying any others.
0
not-counterfactual
49
49
692
1,048
I also found the man she falls in love with (jake) is a bit love sick and can't get his act together even though he is ex navy seal ... doesn't make sense ... that he bungles a lot of things.
0
not-counterfactual
50
50
2,002
1,259
I wish there was another book to continue telling the story.
0
not-counterfactual
51
51
3,140
2,424
It should have felt more like a real poly/micro brief.
1
counterfactual
52
52
1,852
3,214
I was a little worried about the size, but it couldn't fit better.
0
not-counterfactual
53
53
695
3,082
Works well for up to 30 minutes , then receiving is very poor for an hour or so, then it works well and then it doesn't.
0
not-counterfactual
54
54
268
3,847
Then the USB charging port in the back broke off inside the speaker and now it doesn't charge anymore.
0
not-counterfactual
55
55
1,337
3,224
I couldn't feel the restraint around my toes all day, they we surprisingly comfortable, it was when I took them off, my toes started to hurt-maybe from the blood rushing back to them after the circulation being restricted all day.
0
not-counterfactual
56
56
3,143
2,185
(No error beeps, everything just went dark) I don't know if it was the roomba or the batttery, but after a little poking around, it was up and running again.
0
not-counterfactual
57
57
3,807
1,901
Around $20 would have been a LOT more reasonable.
1
counterfactual
58
58
1,134
2,812
I have been able to bring soups, stews, sauces, full meals, etc to work in my bag without having to worry about the containers leaking on my things.
0
not-counterfactual
59
59
2,229
1,143
Bought it last night to read by the pool today and couldn't put it down!
0
not-counterfactual
60
60
1,752
1,537
The whole glass canister comes out, which is awesome because I have hard water and it gets gross if I can't access the whole surface, which I couldn't with my last French press.
0
not-counterfactual
61
61
3,104
2,418
I wanted to bring a bit of mother nature into my little place somehow; and when I spied this beautiful shower curtain with the intricately detailed, and beautifully colored Gerber daisies, it just infused a cheerful and joyful atmosphere, which was good for me.
0
not-counterfactual
62
62
3,086
895
Will keep but won't be that casual sexy top you always want to turn to.
0
not-counterfactual
63
63
1,295
3,696
I wanted a tighter fit, and that it is, I just wish it were longer because it shows my stomach a little.
1
counterfactual
64
64
3,497
908
I really wanted green, really wanted beige, really wanted white didn't get any of those colors I got grey brown red instead.
0
not-counterfactual
65
65
1,818
2,378
A person could almost believe this might have been a true event, as many years ago it was a very traumatic family event and people went to extremes to keep it secret, if it happened in their own family.
1
counterfactual
66
66
2,070
790
Just because people give this high rating doesn't mean you should expect some great technology that will deliver everything.
0
not-counterfactual
67
67
618
3,722
An aspect that could have contributed greatly to my overall fitness – and that aspect is alkaline water.
1
counterfactual
68
68
1,463
440
Definitely steamy, but I wish Valdes's female characters were stronger.
1
counterfactual
69
69
1,537
3,238
Willa thinks it is Pandora and goes out to check on her she finds the body of a strange man instead of Pandora.
0
not-counterfactual
70
70
2,244
1,319
So far we really haven't been able to tell the difference.
0
not-counterfactual
71
71
1,159
1,105
That these shirts would have a neck too small was beyond comprehansion.
0
not-counterfactual
72
72
993
3,250
I still don't know how I'd manage without it!
0
not-counterfactual
73
73
1,379
3,446
I bunch the arms to my forearm, and I can lift my arms without exposing myself.
0
not-counterfactual
74
74
1,400
1,670
As for characters, the only improvement for me would have been a few more glimpses into Amaranthe and Sicarius' love life.
0
not-counterfactual
75
75
830
313
Now I don't need none of that stuff.
0
not-counterfactual
76
76
949
619
It was real life and I couldn't help but to keep following it.
0
not-counterfactual
77
77
2,808
587
Both stories were just what I have come to expect from Brenda Jackson and now I can add some of her literary friends to my must read list.
0
not-counterfactual
78
78
2,282
1,550
I must say I found this to be a bit frustrating and I lost interest in the middle of the book.
0
not-counterfactual
79
79
2,018
3,928
I wish there was a way to know that a book is laced with hard-core profanity and multiple instances of taking the Lord's name in vain.
1
counterfactual
80
80
870
290
After a few wears the fabric faded moe so than I would have liked.
1
counterfactual
81
81
1,919
2,115
Ideally clamping voltage should be between 330- 500 V for a decent unit.
0
not-counterfactual
82
82
3,088
854
This was a very entertaining story without a lot of unnecessary bloviating about things that have nothing to do with advancing the plot which is what drives me crazy about many of today's authors.
0
not-counterfactual
83
83
2,437
3,780
"I don't know why the pen keeps \clogging\"" so it won't work unless I go to this effort, but since it still works, I'm rating it 5 stars."""
0
not-counterfactual
84
84
1,287
1,937
Went to mail back the item and they wanted $ 9.45 to mail back so I'll keep it and find a little girl to give it to
0
not-counterfactual
85
85
1,443
485
The police rule it a suicide, but one fact comes out and Rosie thinks it could be murder.
0
not-counterfactual
86
86
131
3,316
it was better than I expected but wish it was longer!!
0
not-counterfactual
87
87
2,626
1,370
I understand that Quasym wanted revenge for what happened to Zaria but sad that he went after the wrong person.
0
not-counterfactual
88
88
1,798
0
Otherwise they're fine, although I think for the imperfections they could have been discounted more.
1
counterfactual
89
89
664
1,035
I was curious as to how strong this would be as a tension rod.
0
not-counterfactual
90
90
2,085
3,796
I haven't quite logged a lot of time with these yet, but I'm already pleased.
0
not-counterfactual
91
91
2,034
1,535
Had hoped that my item was New and unused but after visiting their return page, I wonder if it was a trade in item?
1
counterfactual
92
92
1,162
2,455
Haven't returned them yet, but I'm planning on it.
0
not-counterfactual
93
93
2,991
2,161
two sizes smaller than a large should be gave it to someone half the size i am and it fit
0
not-counterfactual
94
94
240
3,683
Having a cloth meant for this type of situation would have helped a great deal.
1
counterfactual
95
95
2,667
1,188
"The E6 is small, approximately the 1.5\\\\\x1.5\\\\\"" and it comes with a few plastic belt clips."""
0
not-counterfactual
96
96
2,581
587
It wouldn't even load correctly in my DVD player.... therefore I couldn't press play... it just kept spinning in the loading mechanism and is HORRIBLE.
0
not-counterfactual
97
97
2,144
3,043
Having said that I must admit that I think wool is the best part of the silo saga.
0
not-counterfactual
98
98
2,259
1,450
Can you accept typos and grammatical errors without automatically hating a novel?
0
not-counterfactual
99
99
169
2,684
End of preview. Expand in Dataset Viewer.

MTEB Amazon Counterfactual 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}
}
Downloads last month
4
Edit dataset card
Size of downloaded dataset files:
386 kB
Size of the auto-converted Parquet files:
386 kB
Number of rows:
4,018