GenAI Content Detection Task 1: English and Multilingual Machine-Generated Text Detection: AI vs. Human

Wang, Yuxia, Shelmanov, Artem, Mansurov, Jonibek, Tsvigun, Akim, Mikhailov, Vladislav, Xing, Rui, Xie, Zhuohan, Geng, Jiahui, Puccetti, Giovanni, Artemova, Ekaterina, su, jinyan, Ta, Minh Ngoc, Abassy, Mervat, Elozeiri, Kareem Ashraf, Etter, Saad El Dine Ahmed El, Goloburda, Maiya, Mahmoud, Tarek, Tomar, Raj Vardhan, Laiyk, Nurkhan, Afzal, Osama Mohammed, Koike, Ryuto, Kaneko, Masahiro, Aji, Alham Fikri, Habash, Nizar, Gurevych, Iryna, Nakov, Preslav

arXiv.org Artificial Intelligence 

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

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