We present the GenAI Content Detection Task~1 -- a shared task on binary machine generated text detection, conducted as a part of the GenAI workshop at COLING 2025. The task consists of two subtasks: Monolingual (English) and Multilingual. The shared task attracted many participants: 36 teams made official submissions to the Monolingual subtask during the test phase and 26 teams -- to the Multilingual. We provide a comprehensive overview of the data, a summary of the results -- including system rankings and performance scores -- detailed descriptions of the participating systems, and an in-depth analysis of submissions. https://github.com/mbzuai-nlp/COLING-2025-Workshop-on-MGT-Detection-Task1
GenAI Content Detection Task 1: English and Multilingual Machine-Generated Text Detection: AI vs. Human
We present the GenAI Content Detection Task~1 -- a shared task on binary machine generated text detection, conducted as a part of the GenAI workshop at COLING 2025.
- Year
- 2025
- Venue
- arXiv 2025
- Authors
- 26
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- Abstract onlyARXIV-DEFAULT
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- arxiv.org/abs/2501.11012ARXIV-DEFAULT
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26Preslav NakovArtem ShelmanovIryna GurevychAlham Fikri AjiRui XingYuxia WangJiahui GengVladislav MikhailovNizar HabashMaiya GoloburdaNurkhan LaiykJonibek MansurovJinyan SuRyuto KoikeMasahiro KanekoAkim TsvigunEkaterina ArtemovaOsama Mohammed AfzalTarek MahmoudZhuohan XieGiovanni PuccettiMinh Ngoc TaMervat AbassyKareem Ashraf ElozeiriSaad El Dine Ahmed El EtterRaj Vardhan Tomar