---
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}, 
}
```