Hugging Face's logo

Datasets:
HYUKI5
/
tasksource__apt

Tasks:
Text Classification
Modalities:
Text
Formats:
csv
Sub-tasks:
semantic-similarity-classification
semantic-similarity-scoring
text-scoring
Languages:
English
Size:
1K - 10K
Tags:
laya
laya-finetune
mirror
domain-commonsense
use-unclear
genre-other
Libraries:
Datasets
pandas
Polars
License:
Dataset card Data Studio Files
xet
 Community
Dataset Viewer
Auto-converted to Parquet Duplicate
text_a
string
text_b
string
labels
int64
Sgt. Ernest Bucklew, 33, was coming home from Iraq to bury his mother in Pennsylvania.
Coming home to put his mother to rest in Pennsylvania, Sgt. Ernest Bucklew came home from Iraq.
0
Sgt. Ernest Bucklew, 33, was coming home from Iraq to bury his mother in Pennsylvania.
Coming home to put his mother to rest in Pennsylvania, Sgt. Ernest Bucklew returned from Iraq.
0
Sgt. Ernest Bucklew, 33, was coming home from Iraq to bury his mother in Pennsylvania.
to put his mother to rest in Pennsylvania, Sgt. Ernest Bucklew returned from Iraq.
0
Sgt. Ernest Bucklew, 33, was coming home from Iraq to bury his mother in Pennsylvania.
Putting his mother to rest in Pennsylvania, Sgt. Ernest Bucklew returned from Iraq.
0
Sgt. Ernest Bucklew, 33, was coming home from Iraq to bury his mother in Pennsylvania.
Putting his mother to rest in Pennsylvania, Sgt. Ernest Bucklew returned from Iraq at age 33
1
Sgt. Ernest Bucklew, 33, was coming home from Iraq to bury his mother in Pennsylvania.
Putting his mother to rest in Pennsylvania, Sgt. Ernest Bucklew returned from Iraq at the age of 33
1
Sgt. Ernest Bucklew, 33, was coming home from Iraq to bury his mother in Pennsylvania.
Putting his mother to rest in Pennsylvania, Sgt. Ernest Bucklew returned from Iraq at the age 33
1
So, can we please get out of here?
So is it alright if we leave here?
1
So, can we please get out of here?
So is it alright if we leave here
1
So, can we please get out of here?
So is it okay if we please leave here
1
So, can we please get out of here?
So is it okay if we please go
1
So, can we please get out of here?
So is it okay if we please go from here
1
So, can we please get out of here?
So is it okay if we please go
1
Financial terms of the deal, expected to close this month, were not released.
The deals financial terms of agreement were not released
0
Financial terms of the deal, expected to close this month, were not released.
The deals financial agreement were not released
0
Financial terms of the deal, expected to close this month, were not released.
The pending deals financial agreement were not released
0
Palm Beach County is considering adding up to $200 million more in incentives.
Additional incentives, with a maximum of $200 million, may be added by Palm Beach County.
1
Palm Beach County is considering adding up to $200 million more in incentives.
The implementation of an additional $200 million in incentives is being considered in Palm Beach County.
1
Palm Beach County is considering adding up to $200 million more in incentives.
The implementation of additional incentives, with a maximum of $200 million, is up for consideration by Palm Beach County.
1
Furthermore, Bremer estimated that as many as 200 operatives from the extremist group Ansar al-Islam have slipped back into the country since May 1.
Bremer also estimates that nearly 200 members of the extremist group Ansar al-Islam returned to the country on 1 May.
1
Furthermore, Bremer estimated that as many as 200 operatives from the extremist group Ansar al-Islam have slipped back into the country since May 1.
Bremer also estimates that nearly 200 members of the extremist group Ansar al-Islam returned to the country on 1 May.
1
Siebel, whose fortunes soared with the tech boom, has cut nearly one-third of its workforce since the end of 2001.
Siebel, whose prosperity has grown with the technological boom, has reduced its workforce by almost a third since late 2001.
1
Siebel, whose fortunes soared with the tech boom, has cut nearly one-third of its workforce since the end of 2001.
Siebel, whose prosperity has increased with the technological boom, has reduced close to one-third of its workforce since the end of 2001.
1
Siebel, whose fortunes soared with the tech boom, has cut nearly one-third of its workforce since the end of 2001.
Siebel, whose prosperity has increased with the technological boom, has reduced close to one-third of its workforce since the end of 2001.
1
Two years later, the insurance coverage would begin.
The insurance will start in two years
1
"We are pleased with the judge's decision and pleased that they accepted our arguments," a Merrill spokesman said Tuesday.
"We are pleased with the decision the judge has given us and we are pleased that they have accepted our arguments," a Mery l spokeswoman said Tuesday.
1
"We are pleased with the judge's decision and pleased that they accepted our arguments," a Merrill spokesman said Tuesday.
"We are pleased with the decision the judge has given us and we are pleased that they have accepted our arguments," a Mery l spokeswoman said Tuesday.
1
We intend to appeal vigorously and still expect to be vindicated ultimately.
We want to appeal seriously, but expect it to be proven in the end.
1
The indictment supercedes a criminal complaint filed against Quattrone on April 23 with similar charges.
The indictment proves a criminal complaint filed on April 23 against Quattron with similar allegations.
1
The indictment supercedes a criminal complaint filed against Quattrone on April 23 with similar charges.
A criminal complaint filed on April 23 with similar charges against Quattron proves that this allegation exists.
0
The indictment supercedes a criminal complaint filed against Quattrone on April 23 with similar charges.
A criminal complaint filed on April 23 with similar charges against Quattron proves that this allegation exists.
0
Chaudhry was released 56 days later and the Fiji military installed an all-indigenous government led by Qarase, who won democratic elections in September 2001.
He was released 56 days later and is said to have formed the Fiji army, which won the September 2001 democratic elections and established all local bodies led by Karas.
0
In addition, juries in both state and federal cases have become increasingly reluctant to impose the death penalty.
In general, jurors in state and federal cases have been more reluctant to impose the death penalty and have not enforced it.
0
In addition, juries in both state and federal cases have become increasingly reluctant to impose the death penalty.
In general, jurors in federal and state cases have been more reluctant to impose the death penalty and have not enforced it.
0
You're crying.
i am not crying
0
You're crying.
I did not cry
0
You're crying.
I did not cry
0
You're crying.
may be
0
You're crying.
I didn't get ice cream so Nun was crying
0
You believe everything on TV?
I can’t believe some of what I see on TV.
0
You believe everything on TV?
I don’t believe anything I see on TV.
0
You believe everything on TV?
yes i believe everything on TV?
0
You believe everything on TV?
yes i believe everything on TV?
0
Some of the company's software developers will join Microsoft, but details haven't been finalized, said Mike Nash, corporate vice president of Microsoft's security business unit.
Some of the company's software developers will join Microsoft, but the details have not been recorded, said Mike Nash, corporate vice president of security business at Microsoft.
1
I say there is a smell like in the shed.
I tell my brother that there is a smell in the barn.
0
I say there is a smell like in the shed.
I think there is a smell in the shed.
1
Mr. Manuel and his group entered the United States by walking across the bridge linking Matamoros and Brownsville.
Mr. Manuel and his crew were able to cross the bridge connecting Madamoros and Brownsville to enter the United States.
0
Mr. Manuel and his group entered the United States by walking across the bridge linking Matamoros and Brownsville.
Mr. Manuel and his crew were able to cross the bridge connecting Brownsville to enter the United States.
0
Mr. Manuel and his group entered the United States by walking across the bridge linking Matamoros and Brownsville.
Mr. Manuel and his group entered the United States by walking across the bridge linking Brownsville.
0
Mr. Manuel and his group entered the United States by walking across the bridge linking Matamoros and Brownsville.
Mr. Manuel and his group entered the United States by walking across the bridge linking Brownsville.
0
Mr. Manuel and his group entered the United States by walking across the bridge linking Matamoros and Brownsville.
Mr. Manuel and his crew have the opportunity to walk across the bridge connecting Madamoros and Brownsville and enter the United States.
1
Children and adolescents The use of Actelsar HCT in children and adolescents up to the age of 18 years is not recommended.
Children and adolescents are recommended to use Octelsar HCD in children and adolescents up to 18 years of age.
0
"A lot of these are made-up stories," Schwarzenegger told NBC television.
Schwarzenegger told NBC television that "there may be a lot of these made-up stories."
1
"A lot of these are made-up stories," Schwarzenegger told NBC television.
Schwarzenegger told NBC television that "there may be a lot of these made-up stories."
1
"Accordingly, there needs to be more on the horizon than simply winning a war against terrorism.
In two years, the sum insured will start.
0
But Senate criticism of the House plan Tuesday came on several fronts.
animesh
0
What is this?
animesh
0
The exercise of voting rights should be made easy.
animesh
0
The final will be at the new Home Depot Center in Carson on Oct. 12.
Quarterfinals are expected to be doubleheaders at two sites, and the semifinals a doubleheader at one site.
0
Fuels used by plants containing at least one CHP unit are to be reported under Main Activity Producer CHP Plants.
This includes electricity generated from main activity producer CHP plants. Main activity producer CHP plants refer to plants which
0
Fuels used by plants containing at least one CHP unit are to be reported under Main Activity Producer CHP Plants.
This includes electricity generated from main activity producer CHP plants. Main activity producer CHP plants refer to plants which
0
Fuels used by plants containing at least one CHP unit are to be reported under Main Activity Producer CHP Plants.
Main activity producer CHP plants refer to plants which
0
Fuels used by plants containing at least one CHP unit are to be reported under Main Activity Producer CHP Plants.
great deal
0
Come here!
baby
0
Come here!
come here my sweetheart
0
On 29 October 2003 the respondents and IFAH wrote to the Court discontinuing their cross-appeals on the basis that by adopting Regulation No 1873/2003 the Commission had brought to an end the failure to act which was the subject-matter of the cross-appeals.
On 29 October 2003 the respondents and IFAH wrote to the Court discontinuing their cross-appeals on the basis that by adopting Regulation No 1873/2003 the Commission had brought to an end the failure to act which was the subject-matter of the cross-appeales.
1
'The slavemaster and his men.'
'The slavemaster and his men'
1
I mean,she was one of the bigget threats in the game.
null
0
Move it!
This is my sentence
0
Move it!
This is my sentence
0
Move it!
This is my sentence.
0
Move it!
Only upon cholesterol's , decomposition by ozone can some molecules be formed .
0
They gave me a holding deal.
A holding deal was given by them.
1
You can sleep outside!
On outside you will sleep.
1
|| 02.05.01 European satellite navigation programmes (EGNOS and Galileo)
European satellite navigation programmes
0
|| 02.05.01 European satellite navigation programmes (EGNOS and Galileo)
Navigation programmes European Satellite
0
|| 02.05.01 European satellite navigation programmes (EGNOS and Galileo)
Navigation programmes European Satellite 02.05.01
0
The seventh person charged in the case - Habis Abdu al Saoub - remains at large.
Habis Abdu al Saoub remains at large .
0
The seventh person charged in the case - Habis Abdu al Saoub - remains at large.
Habis Abdu al Saoub remains at large the seventh person charged in the case.
1
Copy source to target
Target to cpy source.
1
Copy source to target
Target to copy source.
1
Copy source to target
Target to coy source.
0
Copy source to target
Target to copy source.
1
List of physicians
physician's list.
1
I mean,she was one of the bigget threats in the game.
i mean, she was one of the biggest threats in the game.
1
Hernandez has been treated for breast cancer, and Moore suffers from non-Hodgkin's lymphoma.
Hemandez has been treated for beast cancer, and Moore suffers from non-Hodgkin's lymphoma.
0
International Read Settings
Read international settings.
1
International Read Settings
Read the international settings.
1
Underboss, Eijiro Gomi.
Eijiro Gomi is under the boss.
1
Overall control will be wielded by a national security council, headed by Mr Arafat.
control wielded by Mr Arafat .
0
Overall control will be wielded by a national security council, headed by Mr Arafat.
control wielded bynational security council and it was headed by Mr Arafat .
1
Overall control will be wielded by a national security council, headed by Mr Arafat.
control wielded by national security council and it was headed by Mr Arafat .
1
Overall control will be wielded by a national security council, headed by Mr Arafat.
control wielded by national security council and it was headed by Mr. Arafat .
1
Overall control will be wielded by a national security council, headed by Mr Arafat.
control wielded by the national security council and it was headed by Mr. Arafat .
1
Overall control will be wielded by a national security council, headed by Mr Arafat.
control wielded by the national security council and it was headed by the Mr. Arafat .
1
Galveston County District Attorney Kurt Sistrunk said his office received the recordings this week.
In this week office received the recordings
0
Galveston County District Attorney Kurt Sistrunk said his office received the recordings this week.
In this week office received their recordings .
0
Galveston County District Attorney Kurt Sistrunk said his office received the recordings this week.
office received their recordings by this week .
0
Sean?
Is Sean?
1
Sean?
Is this Sean?
1
End of preview. Expand in Data Studio

tasksource/apt（複製）

データの内容

言い換えの判定（パラフレーズ検出）のための、2 つの文の組のデータ。1 行が 1 組の text_a と text_b で、labels に二値の判定が入る。カードには論文（Nighojkar と Licato, 2021）の引用と GitHub の URL しか無く、台帳では元の注釈を変換して作られたとされる。

データの概要

項目 値
行数 5,007（1 構成・2 分割の合計）
列数 3
容量 697.59 KB（ファイル 4 本）
ファイルの形式 tsv 2
言語 en
公開 public

構成と分割

構成（config） 分割（split）ごとの行数 列数
default train 3,746、test 1,261 3

列（構成 default・分割 train）

列 型 先頭の行の値
text_a string Sgt. Ernest Bucklew, 33, was coming home from Ir…
text_b string Coming home to put his mother to rest in Pennsyl…
labels int64 0

行数と列は HF のデータセットビューアの集計（元のデータセットの現在の版で数えたもの）。全データセットの一覧は HYUKI5/dataset-catalog にある。

複製について

tasksource/apt をリビジョン f6c07f66d3eccebd36418885ce10aff295d436dd の時点でそのまま複製したもの。中身は変えていない。判断モデル Laya（convaiinnovations/laya）の微調整に使う候補として、調査メモ（Laya 学習用データセット調査）に載せたデータを集めている。

出典

論文

アノテーションの方法

（元のカードに該当の見出しが無いので、ラベルの付け方に触れた段落を抜き出した）

https://github.com/Advancing-Machine-Human-Reasoning-Lab/apt

微調整に使うときの注意

  • 調査メモの台帳での区分: D（記載なし・other・unknown・資料間の食い違い）。区分は記載の文言で機械的に付けたもので、法的な判定ではない。学習に入れる前に元のカードとライセンスの原文で確かめる。
  • Laya の入力は 2,048 token まで（ModernBERT-large / mmBERT）。長い本文は先頭から黙って切られるので、切れる行は事前に除くか、要約・切り出しをしてから入れる。
  • 分割は記事・文書単位で行い、同じ本文から作った別の問いを学習側と較正側に分けない。温度と閾値は学習に使っていない分割で別々に当てる。

調査メモの記述

メモ 節 ライセンス（記載） 確認 注記
jev_sources_tasksource_bekko.csv CSV（tasksource-jev-typed-decisions） unspecified / license_use=unspecified 確認済 license_use=unspecified ／ [Jev 元データ source] source_annotation_converted(deterministic recast; no model r

元のカード（日本語訳）

以下は元のデータセットのカードの本文を日本語に訳したもの（機械翻訳）。訳に疑問があるときは、末尾の原文を確かめる。

https://github.com/Advancing-Machine-Human-Reasoning-Lab/apt

@inproceedings{nighojkar-licato-2021-improving,
    title = "Improving Paraphrase Detection with the Adversarial Paraphrasing Task",
    author = "Nighojkar, Animesh  and
      Licato, John",
    booktitle = "Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)",
    month = aug,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2021.acl-long.552",
    doi = "10.18653/v1/2021.acl-long.552",
    pages = "7106--7116",
}
原文（英語）

https://github.com/Advancing-Machine-Human-Reasoning-Lab/apt

@inproceedings{nighojkar-licato-2021-improving,
    title = "Improving Paraphrase Detection with the Adversarial Paraphrasing Task",
    author = "Nighojkar, Animesh  and
      Licato, John",
    booktitle = "Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)",
    month = aug,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2021.acl-long.552",
    doi = "10.18653/v1/2021.acl-long.552",
    pages = "7106--7116",
}
Downloads last month
54
Number of rows:
5,007
Total file size:
702 kB