| | --- |
| | 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}, |
| | } |
| | ``` |
| | |
