task_categories:text-classification size_categories:100K<n<1M language:en license:cc chatgpt gpt research abstracts wikipedia introductions region:us
This dataset contains labeled data with human-produced and machine-generated texts based on various 
domains: Wikipedia introductions and academic articles.
@InProceedings{human-vs-machine:dataset,
title = {Human vs Machine dataset collection},
author={Nicolai Sivesind & Andreas Bentzen Winje},
year={2023}
}
---
license: cc
task_categories:
- text-classification
pretty_name: Human vs Machine - Labled text segments produced by humans and LLMs
size_categories:
- 100K<n<1M
language:
- en
tags:
- chatgpt
- gpt
- research abstracts
- wikipedia introductions
---
# Human-vs-Machine
This is a dataset collection created in relation to a bachelor thesis written by Nicolai Thorer Sivesind and Andreas Bentzen Winje. It contains human-produced and machine-generated text samples from two domains: Wikipedia introducions and Scientific research abstracts. 

Each of the two domains are already exisitng datasets reformatted for text-classification:

[GPT-wiki-intros:](https://huggingface.co/datasets/aadityaubhat/GPT-wiki-intro)
+ Generated samples are produced using the GPT-3 model, _text-curie-001_
  + Target content set by title of real wikipedia introduction and a starter sentence.
  + Target word count of 200 words each.
+ Contains 150k data points of each class.
+ Created by Aaditya Bhat

[ChatGPT-Research-Abstracts](https://huggingface.co/datasets/NicolaiSivesind/ChatGPT-Research-Abstracts):
+ Generated samples are produced using the GPT-3.5 model, _GPT-3.5-turbo-0301_ (Snapshot of the model used in ChatGPT 1st of March, 2023).
  + Target content set by title of real abstract.
  + Target word count equal to the human-produced abstract
+ Contains 10k data points of each class.
+ Created by Nicolai Thorer Sivesind

### Credits
+ [GPT-wiki-intro](https://huggingface.co/datasets/aadityaubhat/GPT-wiki-intro), by Aaditya Bhat

### Citation
Please use the following citation:
```
@misc {sivesind_2023,
    author       = { {Nicolai Thorer Sivesind}, {Andreas Bentzen Winje}},
    title        = { Human-vs-Machine },
    year         = 2023,
    publisher    = { Hugging Face }
}
```

More information about the dataset will be added once the thesis is finished (end of may 2023).