YashodhaW/HC3

--- task_categories: - text-classification - question-answering - sentence-similarity - zero-shot-classification language: - en - zh tags: - ChatGPT - SimpleAI - Detection - OOD size_categories: - 10K<n<100K license: cc-by-sa-4.0 --- # Human ChatGPT Comparison Corpus (HC3) We propose the first human-ChatGPT comparison corpus, named **HC3** dataset. This dataset is introduced in our paper: - Paper: [***How Close is ChatGPT to Human Experts? Comparison Corpus, Evaluation, and Detection***](https://arxiv.org/abs/2301.07597) Code, models and analysis are available on our GitHub: - GitHub: [**Chatgpt-Comparison-Detection project** 🔬](https://github.com/Hello-SimpleAI/chatgpt-comparison-detection) # Dataset Copyright If the source datasets used in this corpus has a specific license which is stricter than CC-BY-SA, our products follow the same. If not, they follow CC-BY-SA license. See [dataset copyright](https://github.com/Hello-SimpleAI/chatgpt-comparison-detection#dataset-copyright). # Citation Checkout this papaer [arxiv: 2301.07597](https://arxiv.org/abs/2301.07597) ``` @article{guo-etal-2023-hc3, title = "How Close is ChatGPT to Human Experts? Comparison Corpus, Evaluation, and Detection", author = "Guo, Biyang and Zhang, Xin and Wang, Ziyuan and Jiang, Minqi and Nie, Jinran and Ding, Yuxuan and Yue, Jianwei and Wu, Yupeng", journal={arXiv preprint arxiv:2301.07597} year = "2023", } ```task_categories: - 文本分类 - 问答 - 句子相似度 - 零样本分类 language: - 英语 - 汉语 tags: - ChatGPT - SimpleAI - 检测 - 分布外（Out-of-Distribution，OOD） size_categories: - 10K<n<100K license: cc-by-sa-4.0 --- # 人类与ChatGPT对比语料库（HC3） 我们提出了首个人类与ChatGPT的对比语料库，命名为**HC3数据集**。 本数据集的相关研究发表于我们的论文： - 论文：[***ChatGPT与人类专家的差距几何？对比语料库、评估与检测方法***](https://arxiv.org/abs/2301.07597) 相关代码、模型与分析内容可在我们的GitHub仓库获取： - GitHub：[**ChatGPT对比检测项目 🔬**](https://github.com/Hello-SimpleAI/chatgpt-comparison-detection) # 数据集版权 若本语料库所使用的源数据集存在比CC-BY-SA更严格的专属许可证，则本产品遵循该更严格的许可证；否则遵循CC-BY-SA许可证。详见[数据集版权](https://github.com/Hello-SimpleAI/chatgpt-comparison-detection#dataset-copyright)。 # 引用 请引用该论文 [arxiv: 2301.07597](https://arxiv.org/abs/2301.07597) @article{guo-etal-2023-hc3, title = "How Close is ChatGPT to Human Experts? Comparison Corpus, Evaluation, and Detection", author = "Guo, Biyang and Zhang, Xin and Wang, Ziyuan and Jiang, Minqi and Nie, Jinran and Ding, Yuxuan and Yue, Jianwei and Wu, Yupeng", journal={arXiv preprint arxiv:2301.07597} year = "2023", }