Datasets:
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README.md
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## Overview
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The Rewritten Ivy Panda (RIP) Dataset is an AI-text detection dataset focusing on student essays. `test.parquet` contains additional metrics for the test essays.
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## Data Generation
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- OpenAI GPT-3.5 and GPT-4o
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- Mistral 7B and 8x7B
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Human essays were also sourced from the Ivy Panda essay dataset.
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## Overview
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The Rewritten Ivy Panda (RIP) Dataset is an AI-text detection dataset focusing on student essays. `test.parquet` contains additional metrics for the test essays.
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This dataset was used in our paper [Which LLMs are Difficult to Detect? A Detailed Analysis of Potential Factors Contributing to Difficulties in LLM Text Detection](https://arxiv.org/abs/2410.14875).
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## Data Generation
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- OpenAI GPT-3.5 and GPT-4o
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- Mistral 7B and 8x7B
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Human essays were also sourced from the Ivy Panda essay dataset.
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## Citation
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```bibtex
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@misc{thorat2024llmsdifficultdetectdetailed,
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title={Which LLMs are Difficult to Detect? A Detailed Analysis of Potential Factors Contributing to Difficulties in LLM Text Detection},
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author={Shantanu Thorat and Tianbao Yang},
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year={2024},
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eprint={2410.14875},
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archivePrefix={arXiv},
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primaryClass={cs.CL},
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url={https://arxiv.org/abs/2410.14875},
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}
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```
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