ericxsun / chatgpt-comparison-detection

ChatGPT Comparison Corpus (C3), Detectors, and more! 🔥

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ChatGPT-Comparison-Detection Project 🔬

(📢 Feedback Space for Detectors please feel free to leave your feedback here!)

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On December 9, 2022, which is 10 days after the launch of ChatGPT, we started this project, for two purposes:

  1. To create some open-source models for efficiently detecting ChatGPT-generated content;
  2. To collect a valuable human-ChatGPT comparison Q&A corpus, to facilitate releated research.

2022 年 12 月 9 日,也就是 ChatGPT 推出的第 10 天,我们开始了这个项目,为了两个目的:

  1. 做出一些开源模型工具来高效检测 ChatGPT 生成的内容;
  2. 收集一批有价值的人类和 ChatGPT 对比的中英双语问答语料,来助力相关学术研究。

Welcome to follow our project! We have released a preview of our ChatGPT detectors, and the models, dataset will be open-sourced in about a week. We look forward to receiving feedback from the community to help improve the models and make contributions to open academic research together:)
欢迎关注我们项目,我们目前已经发布ChatGPT检测器预览版,并将于约一周内发布开源模型、数据集。期待得到广大群众的反馈,来帮助我们改进模型,为开放的学术研究一起做贡献!


Preview of our ChatGPT detectors / 检测器网页版

image (Hosted on 🤗 Hugging Face Spaces)

We provide three kinds of detectors, all in Bilingual / 我们提供了三个版本的检测器,且都支持中英文:

  • QA version / 问答版: detect whether an answer is generated by ChatGPT for certain question, using PLM-based classifiers / 判断某个问题的回答是否由ChatGPT生成,使用基于PTM的分类器来开发;
  • Sinlge-text version / 独立文本版: detect whether a piece of text is ChatGPT generated, using PLM-based classifiers / 判断单条文本是否由ChatGPT生成,使用基于PTM的分类器来开发;
  • Linguistic version / 语言学版: detect whether a piece of text is ChatGPT generated, using linguistic features / 判断单条文本是否由ChatGPT生成,使用基于语言学特征的模型来开发;

Important Dates / 重要节点:

Events Dates
Project Launch / 项目启动 2022-12-09 ✅
Comparison Data Collection / 对比数据收集 2022-12-11 to Now 🏎️
Release ChatGPT Detector (Demo) / 检测器 Demo 发布 2023-01-11 ✅
Models Release / 模型开源 Coming in a week 🛬
Comparison Corpus Release / 语料集开源 Coming in a week 🛬
Research Paper / 研究论文发布 Coming in a week 🛬
... ...

About Us / 关于我们

We are a group of insignificant researchers (in the shadow of ChatGPT) hoping to do some significant work for the community. The team for this projects consists of PhD students and engineers from 6 universities/companies.
我们是一群(在 ChatGPT 的阴影下)渺小的研究人员,但希望为社区做一些有意义的事。这个项目的团队由来自6所大学/公司的博士生和工程师组成。

Biyang Guo Minqi Jiang Ziyuan Wang Xin Zhang
Jinran Nie Yuxuan Ding Jianwei Yue Yupeng Wu

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ChatGPT Comparison Corpus (C3), Detectors, and more! 🔥