Datasets:
Tasks:
Text Generation
Modalities:
Text
Sub-tasks:
language-modeling
Languages:
Korean
Size:
10K - 100K
ArXiv:
Tags:
question-generation
License:
Update README.md
Browse files
README.md
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---
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license: cc-by-sa-4.0
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pretty_name: SQuAD for question generation
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-
language:
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multilinguality: monolingual
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size_categories: 1k<n<10K
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-
source_datasets:
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task_categories:
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- text-generation
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task_ids:
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- question-generation
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# Dataset Card for "lmqg/
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## Dataset Description
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- **Point of Contact:** [Asahi Ushio](http://asahiushio.com/)
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### Dataset Summary
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This is the question & answer generation dataset based on the
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### Supported Tasks and Leaderboards
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* `question-answer-generation`: The dataset is assumed to be used to train a model for question & answer generation.
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Success on this task is typically measured by achieving a high BLEU4/METEOR/ROUGE-L/BERTScore/MoverScore (see our paper for more in detail).
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### Languages
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-
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## Dataset Structure
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An example of 'train' looks as follows.
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```
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{
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"paragraph": "
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"questions": [
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"4 minutes became Madonna's which number one single in the UK?",
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"What is the name of the first tour with Live Nation?",
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"How much did Stick and Sweet Tour grossed?"
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],
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"answers": [
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"4 Minutes",
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"Elvis Presley",
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"thirteenth",
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"Sticky & Sweet Tour",
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"$280 million,"
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],
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"questions_answers": "question: Which single was released as the album's lead single?, answer: 4 Minutes | question: Madonna surpassed which artist with the most top-ten hits?, answer: Elvis Presley | question: 4 minutes became Madonna's which number one single in the UK?, answer: thirteenth | question: What is the name of the first tour with Live Nation?, answer: Sticky & Sweet Tour | question: How much did Stick and Sweet Tour grossed?, answer: $280 million,"
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}
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```
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The data fields are the same among all splits.
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|train|validation|test |
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|----:|---------:|----:|
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-
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## Citation Information
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---
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license: cc-by-sa-4.0
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pretty_name: SQuAD for question generation
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+
language: ko
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multilinguality: monolingual
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size_categories: 1k<n<10K
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source_datasets: lmqg/qg_koquad
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task_categories:
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- text-generation
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task_ids:
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- question-generation
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---
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# Dataset Card for "lmqg/qag_koquad"
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## Dataset Description
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- **Point of Contact:** [Asahi Ushio](http://asahiushio.com/)
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### Dataset Summary
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This is the question & answer generation dataset based on the KOQuAD.
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### Supported Tasks and Leaderboards
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* `question-answer-generation`: The dataset is assumed to be used to train a model for question & answer generation.
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Success on this task is typically measured by achieving a high BLEU4/METEOR/ROUGE-L/BERTScore/MoverScore (see our paper for more in detail).
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### Languages
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Korean (ko)
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## Dataset Structure
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An example of 'train' looks as follows.
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```
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{
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"paragraph": ""3.13 ๋ง์ธ์ด๋" ์ 1919๋
3.13์ผ ์ ์ฃผ์์ ์ผ์ด๋ ๋ง์ธ์ด๋์ด๋ค. ์ง์ญ ์ธ์ฌ๋ค๊ณผ ํจ๊ป ์ ํฅํ๊ต ํ์๋ค์ด ์ฃผ๋์ ์ธ ์ญํ ์ ํ๋ฉฐ, ๋ง์ธ์ด๋์ ์ด๋์๋ค. ๋ฐํ๋ จ, ๊น์ ๊ทน ๋ฑ ์ ์ฃผ ์ง๋์๋ค์ ๊ตฐ์ฐ์์ 4์ผ๊ณผ 5์ผ ๋
๋ฆฝ๋ง์ธ ์์๊ฐ ๊ฐํ๋๋ค๋ ์์์ ๋ฃ๊ณ ์ค๋นํ๊ณ ์์๋ค. ์ฒ๋๊ต์ ๋ฐํ๋ จ ์ ๊ฐํ ์ด๋ฌด์ง์์ ํ์ํ ํ๊ทน๊ธฐ๋ฅผ ์ธ์ํ๊ธฐ๋ก ํ์๋ค. ์์ธ์ ๋น๋กฏํ ๋ค๋ฅธ ์ง๋ฐฉ์์ ์์๊ฐ ๊ณ์๋์ ์ผ๋ณธ๊ฒฝ์ฐฐ์ ์ ํฅํ๊ต์ ๊ธฐ์ ํ๊ต๋ฅผ ๋น๋กฏํ ์ ์ฃผ์๋ด ํ๊ต์ ๊ฐ์ ๋ฐฉํ์กฐ์น๋ฅผ ์ทจํ๋ค. ์ด์ ์ต์ข
์ผ ๋ฑ ์ ํฅํ๊ต ํ์ 5๋ช
์ ๋ฐค์ ์ด์ฉํด ์ ํฅํ๊ต ์งํ์ค์์ ํ๊ทน๊ธฐ ๋ฑ ์ธ์๋ฌผ์ ๋ง๋ค์๋ค. ์ค๋น๋ฅผ ๋ง์น ์ด๋ค์ 13์ผ ์ฅํฐ๋ก ๋ชจ์ด๊ธฐ ์์ํ๊ณ , ์ฑ์๊ฐ๋ง๋๋ก ์์ฅํ ํ๊ทน๊ธฐ๋ฅผ ์ฅํฐ๋ก ์ค์ด ๋๋ฅด๊ณ ๊ฑฐ์ฌ ์ง์ ์์ฅ ์
๊ตฌ์ธ ์์ฐ๋๊ณผ ์ ์ฃผ๊ต ๊ฑด๋ํธ์์ ๊ตฐ์ค๋ค์๊ฒ ์๋ฐํ ๋ฐฐ๋ถํ๋ค. ๋ฎ 12์20๋ถ๊ป ์ ํฅํ๊ต์ ๊ธฐ์ ํ๊ต ํ์ ๋ฐ ์ฒ๋๊ต๋ ๋ฑ์ ํ๊ทน๊ธฐ๋ฅผ ๋ค๊ณ ๋ง์ธ๋ฅผ ๋ถ๋ ๋ค. ๋จ๋ฌธ ๋ฐ ์์ฅ, ์ 2๋ณดํตํ๊ต(ํ ์์ฐ์ด๋ฑํ๊ต)์์ ๋ชจ์ฌ ์ธ์๋ฌผ์ ๋ฟ๋ฆฌ๋ฉฐ ์๊ฐ์ง๋ก ๊ตฌ๋ณด๋ก ํ์งํ๋ค. ์์๋ ์คํ 11์๊น์ง ์๋์ฐจ๋ก ๊ณ์๋๋ค. ๋ ๋ค์๋ ์คํ 3์์๋ ๊ตฐ์ค์ด ๋ชจ์ฌ ๋ง์ธ๋ฅผ ๋ถ๋ ๋ค. ์ดํ ๊ณ ํ์ง, ๋จ๊ถํ, ๊น๋ณํ, ๊น์ ์ , ์ด๊ธฐ๊ณค, ๊น๊ฒฝ์ ๋ฑ ์ ํฅํ๊ต ํ์๋ค์ ์์๋ฅผ ์ฃผ๋ํ๋ค๋ ํ์๋ก ๋ชจ๋ ์คํ 1๋
์ ์ธ๋ ๋ฐ์๋ค. ์ด์ธ ์ ํฅํ๊ต ํ์ 3๋ช
์ ์ผ์ ์ ๊ณ ๋ฌธ์ ์ฅ์ฌํ ๊ฒ์ผ๋ก ์๋ ค์ก๋ค. ๋ ์์๋ฅผ ์ง๋ํ ๊น์ธ์ ๋ชฉ์ฌ๋ ์ดํ ์ค๊ตญ ์ํด๋ก ๊ฑฐ์ฒ๋ฅผ ์ฎ๊ฒจ ์์์ ๋ถ์์ ํ๋ํ๋ค. ํ์ฌ ์ ํฅํ๊ต ๊ต๋ฌธ ์์ ๋ง์ธ์ด๋ ๊ธฐ๋
๋น๊ฐ ์ธ์์ ธ ์๋ค.",
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"questions": [ "๋ง์ธ์ด๋ ๊ธฐ๋
๋น๊ฐ ์ธ์์ ธ ์๋ ๊ณณ์?", "์ผ๋ณธ๊ฒฝ์ฐฐ์ ๊ฐ์ ๋ฐฉํ์กฐ์น์๋ ๋ถ๊ตฌํ๊ณ ํ์๋ค์ ์ ํฅํ๊ต ์งํ์ค์ ๋ชจ์ฌ์ ์ด๋ค ์ธ์๋ฌผ์ ๋ง๋ค์๋๊ฐ?", "๏ฟฝ๏ฟฝ๋ฌ ์ง๋ฐฉ์์ ์์๊ฐ ์ผ์ด๋์ ์ผ๋ณธ๊ฒฝ์ฐฐ์ด ์ ์ฃผ์๋ด ํ๊ต์ ๊ฐํํ ์กฐ์น๋ ๋ฌด์์ธ๊ฐ?", "์ง์ญ์ธ์ฌ๋ค๊ณผ ์ ํฅ๊ณ ๋ฑํ๊ต ํ์๋ค์ด ์ฃผ๋์ ์ธ ์ญํ ์ ํ 3.13 ๋ง์ธ์ด๋์ด ์ผ์ด๋ ํด๋?", "์ ํฅํ๊ต ํ์๋ค์ ์์๋ฅผ ์ฃผ๋ํ๋ค๋ ํ์๋ก ๋ชจ๋ ์คํ ๋ช๋
์ ์ธ๋ ๋ฐ์๋๊ฐ?", "๋ง์ธ์ด๋์์ ์ฃผ๋์ ์ธ ์ญํ ์ ํ ์ด๋ค์?", "1919๋
3.1 ์ด๋์ด ์ผ์ด๋ ์ง์ญ์ ์ด๋์ธ๊ฐ?", "3.13 ๋ง์ธ์ด๋์ด ์ผ์ด๋ ๊ณณ์?" ],
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"answers": [ "์ ํฅํ๊ต ๊ต๋ฌธ ์", "ํ๊ทน๊ธฐ", "๊ฐ์ ๋ฐฉํ์กฐ์น", "1919๋
", "1๋
", "์ ํฅํ๊ต ํ์๋ค", "์ ์ฃผ", "์ ์ฃผ" ],
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"questions_answers": "question: ๋ง์ธ์ด๋ ๊ธฐ๋
๋น๊ฐ ์ธ์์ ธ ์๋ ๊ณณ์?, answer: ์ ํฅํ๊ต ๊ต๋ฌธ ์ | question: ์ผ๋ณธ๊ฒฝ์ฐฐ์ ๊ฐ์ ๋ฐฉํ์กฐ์น์๋ ๋ถ๊ตฌํ๊ณ ํ์๋ค์ ์ ํฅํ๊ต ์งํ์ค์ ๋ชจ์ฌ์ ์ด๋ค ์ธ์๋ฌผ์ ๋ง๋ค์๋๊ฐ?, answer: ํ๊ทน๊ธฐ | question: ์ฌ๋ฌ ์ง๋ฐฉ์์ ์์๊ฐ ์ผ์ด๋์ ์ผ๋ณธ๊ฒฝ์ฐฐ์ด ์ ์ฃผ์๋ด ํ๊ต์ ๊ฐํํ ์กฐ์น๋ ๋ฌด์์ธ๊ฐ?, answer: ๊ฐ์ ๋ฐฉํ์กฐ์น | question: ์ง์ญ์ธ์ฌ๋ค๊ณผ ์ ํฅ๊ณ ๋ฑํ๊ต ํ์๋ค์ด ์ฃผ๋์ ์ธ ์ญํ ์ ํ 3.13 ๋ง์ธ์ด๋์ด ์ผ์ด๋ ํด๋?, answer: 1919๋
| question: ์ ํฅํ๊ต ํ์๋ค์ ์์๋ฅผ ์ฃผ๋ํ๋ค๋ ํ์๋ก ๋ชจ๋ ์คํ ๋ช๋
์ ์ธ๋ ๋ฐ์๋๊ฐ?, answer: 1๋
| question: ๋ง์ธ์ด๋์์ ์ฃผ๋์ ์ธ ์ญํ ์ ํ ์ด๋ค์?, answer: ์ ํฅํ๊ต ํ์๋ค | question: 1919๋
3.1 ์ด๋์ด ์ผ์ด๋ ์ง์ญ์ ์ด๋์ธ๊ฐ?, answer: ์ ์ฃผ | question: 3.13 ๋ง์ธ์ด๋์ด ์ผ์ด๋ ๊ณณ์?, answer: ์ ์ฃผ"
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}
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```
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The data fields are the same among all splits.
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|train|validation|test |
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|----:|---------:|----:|
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|9600 | 960 | 4442|
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## Citation Information
|