Kareem Ashraf Elozeiri

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2025

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GenAI Content Detection Task 1: English and Multilingual Machine-Generated Text Detection: AI vs. Human
Yuxia Wang | Artem Shelmanov | Jonibek Mansurov | Akim Tsvigun | Vladislav Mikhailov | Rui Xing | Zhuohan Xie | Jiahui Geng | Giovanni Puccetti | Ekaterina Artemova | Jinyan Su | Minh Ngoc Ta | Mervat Abassy | Kareem Ashraf Elozeiri | Saad El Dine Ahmed El Etter | Maiya Goloburda | Tarek Mahmoud | Raj Vardhan Tomar | Nurkhan Laiyk | Osama Mohammed Afzal | Ryuto Koike | Masahiro Kaneko | Alham Fikri Aji | Nizar Habash | Iryna Gurevych | Preslav Nakov
Proceedings of the 1stWorkshop on GenAI Content Detection (GenAIDetect)

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 27 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.
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