{"url":"/dataset/outfox","name":"OUTFOX","full_name":null,"description_markdown":"It contains 15K triplets of essay problem statements, student-written, and LLM-generated essays.\r\n\r\nLLMs include ChatGPT, GPT-3.5, and FLAN-T5-XXL.\r\n\r\nThis dataset was created mainly for LLM-generated text detection but can be useful for other tasks as well.","description_withheld":null,"homepage":"https://github.com/ryuryukke/OUTFOX","introduced_date":"2023-07-21","introduced_date_note":null,"introduced_by":{"paper":"/paper/outfox-llm-generated-essay-detection-through","title":"OUTFOX: LLM-Generated Essay Detection Through In-Context Learning with Adversarially Generated Examples","first_author":"Ryuto Koike","url":null},"license":{"name":"Apache-2.0 license","url":"https://github.com/ryuryukke/OUTFOX?tab=Apache-2.0-1-ov-file"},"modalities":[{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"Text Classification","url":"/task/text-classification","datasets_with_task":"/datasets/task/text-classification"},{"name":"Binary text classification","url":"/task/binary-text-classification","datasets_with_task":"/datasets/task/binary-text-classification"},{"name":"LLM-generated Text Detection","url":"/task/llm-generated-text-detection","datasets_with_task":"/datasets/task/llm-generated-text-detection"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["OUTFOX"],"data_loaders":[],"num_papers_in_archive":13,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[],"papers_with_a_benchmark_row":[],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}