arxiv:2501.11012

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

Published on Jan 19, 2025

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Authors:

Jonibek Mansurov ,

Vladislav Mikhailov ,

Zhuohan Xie ,

Giovanni Puccetti ,

Kareem Ashraf Elozeiri ,

Abstract

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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