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license: mit
configs:
- config_name: reddit
default: true
data_files: english/reddit/reddit_title_text_2021.jsonl.gz
- config_name: s2orc
data_files: english/s2orc/*
- config_name: wikipedia
data_files: english/wikipedia/GPT-wiki-intro.csv
- config_name: wikihow
data_files: english/wikihow/*
- config_name: trustpilot_reviews
data_files: english/trustpilot-reviews/trustpilot_reviews_2005.csv
- config_name: amazon_reviews
data_files: english/amazon-reviews/*
- config_name: yahoo_answers
data_files: english/yahoo-answers/*
- config_name: natural_questions
data_files: english/natural-questions/*
- config_name: cc_news
data_files: english/cc-news/*
- config_name: npr_news
data_files: english/npr-news/*
- config_name: baidu_tieba
data_files: chinese/baidu-tieba/*
- config_name: weibo_review
data_files: chinese/weibo-review/*
- config_name: rednote_review
data_files: chinese/rednote-review/*.parquet
- config_name: csl
data_files: chinese/csl/csl_camera_readly.tsv
- config_name: baidu_baike
data_files: chinese/baidu-baike/563w_baidubaike.json
- config_name: dianping
data_files: chinese/dianping/*
- config_name: douban_review
data_files: chinese/douban-review/all_movies_with_id.csv
- config_name: baidu_zhidao
data_files: chinese/baidu-zhidao/*
- config_name: zhihu
data_files: chinese/zhihu/*
- config_name: clts
data_files: chinese/clts/*
language:
- en
- zh
---
This is a mirror of the sourced human text datasets used for our [MAGA](https://huggingface.co/datasets/anyangsong/MAGA).
Please note that this is a mirror of the original source, and some of the data in it needs to be cleaned before use. For more details, please refer to our [GitHub](https://github.com/s1012480564/MAGA).
| domain | source |
|-----------------------|------------------------------------------------------------------------|
| Reddit | https://huggingface.co/datasets/sentence-transformers/reddit-title-body |
| S2ORC | https://huggingface.co/datasets/sentence-transformers/s2orc |
| Wikipedia | https://huggingface.co/datasets/aadityaubhat/GPT-wiki-intro |
| wikiHow | https://modelscope.cn/datasets/sentence-transformers/wikihow |
| Trustpilot | https://huggingface.co/datasets/Kerassy/trustpilot-reviews-123k |
| Amazon Reviews | https://huggingface.co/datasets/sentence-transformers/amazon-reviews |
| Yahoo Answers | https://huggingface.co/datasets/sentence-transformers/yahoo-answers |
| Natural Questions | https://huggingface.co/datasets/sentence-transformers/natural-questions |
| CC News | https://huggingface.co/datasets/sentence-transformers/ccnews |
| NPR News | https://huggingface.co/datasets/sentence-transformers/npr |
| Baidu Tieba (百度贴吧) | https://huggingface.co/datasets/HongzheBi/DuReader2.0 |
| Weibo Review（微博评论）| https://huggingface.co/datasets/LZYFirecn/weibo-hot-search |
| Rednote Review（小红书评论）| https://huggingface.co/datasets/Jingyi77/CHASM-Covert_Advertisement_on_RedNote |
| CSL（中文核心期刊摘要） | https://github.com/ydli-ai/CSL |
| Baidu Baike (百度百科) | https://huggingface.co/datasets/lars1234/baidu-baike-dataset |
| Dianping（大众点评） | https://huggingface.co/datasets/twn39/dianping |
| Douban Review (豆瓣评论) | https://huggingface.co/datasets/dirtycomputer/douban_movie_review |
| Baidu Zhidao (百度知道) | https://huggingface.co/datasets/HongzheBi/DuReader2.0 |
| Zhihu（知乎） | https://huggingface.co/datasets/suolyer/zhihu |
| CLTS（澎湃新闻） | https://github.com/lxj5957/CLTS-Dataset |
## Citation
If you find MAGA useful for your research and applications, please cite using the Bibtex:
```latex
@misc{song2026maga,
title={MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark},
author={Anyang Song and Ying Cheng and Yiqian Xu and Rui Feng},
year={2026},
eprint={2601.04633},
archivePrefix={arXiv},
primaryClass={cs.CL},
url={https://arxiv.org/abs/2601.04633},
}
```
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