AINeutralarXiv – CS AI · 9h ago6/10
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MELD: Multi-Task Equilibrated Learning Detector for AI-Generated Text
Researchers introduce MELD, an advanced AI-generated text detector that uses multi-task learning to improve robustness against adversarial attacks, transfer across unseen models and domains, and maintain low false-positive rates. The detector outperforms most open-source competitors and matches leading commercial systems on public benchmarks.