Hello-SimpleAI/HC3-Chinese

---
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",
}
```

原始信息汇总

Human ChatGPT Comparison Corpus (HC3)

数据集概述

• 名称: Human ChatGPT Comparison Corpus (HC3)
• 任务类别:
  • 文本分类
  • 问答
  • 句子相似度
  • 零样本分类
• 语言:
  • 英语
  • 中文
• 标签:
  • ChatGPT
  • SimpleAI
  • 检测
  • OOD
• 大小: 10K<n<100K
• 许可证: CC-BY-SA-4.0

数据集版权

• 如果源数据集的许可证比CC-BY-SA更严格，则遵循源数据集的许可证；否则，遵循CC-BY-SA许可证。

引用信息

• 论文: How Close is ChatGPT to Human Experts? Comparison Corpus, Evaluation, and Detection
• 作者: Guo, Biyang 等
• 年份: 2023