2025
COLING
COLING 2025
GenAI Content Detection Task 1: English and Multilingual Machine-Generated Text Detection: AI vs. Human
Abstract
AbstractWe 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.
👥
Mega-Team
- 26 authors
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Interdisciplinary Bridge
- Artificial Intelligence and Natural Language Processing
Authors
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