M4: Multi-generator, Multi-domain, and Multi-lingual Black-Box Machine-Generated Text Detection
arXiv · · Significant research
Summary
MBZUAI researchers introduce M4, a multi-generator, multi-domain, and multi-lingual benchmark dataset for detecting machine-generated text. The study reveals challenges in generalizing detection across unseen domains or LLMs, with detectors often misclassifying machine-generated text as human-written. The dataset aims to foster research into more robust detection methods and is available on GitHub.
Keywords
machine-generated text detection · large language models · benchmark dataset · generalization · MBZUAI
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