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OUTFOX

Introduced by Ryuto Koike et al. in OUTFOX: LLM-Generated Essay Detection Through In-Context Learning with Adversarially Generated Examples21 Jul 2023 archive 2025-07-28

It contains 15K triplets of essay problem statements, student-written, and LLM-generated essays.

LLMs include ChatGPT, GPT-3.5, and FLAN-T5-XXL.

This dataset was created mainly for LLM-generated text detection but can be useful for other tasks as well.

Homepage JSON

Benchmarks archive 2025-07-28

No leaderboard in the archive resolves to this dataset.

Papers archive 2025-07-28

No paper in the archive has a leaderboard row on this dataset; the archive counts 13 papers for it but never published that list.

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

Text ClassificationBinary text classificationLLM-generated Text Detection

License archive 2025-07-28

Apache-2.0 license

Modalities archive 2025-07-28

Texts

Languages archive 2025-07-28

English

Variants archive 2025-07-28

  • OUTFOX

1 variant name, as the archive lists them.

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