MELD: Multi-Task Equilibrated Learning Detector for AI-Generated Text

MELD is a new deployable AI-generated text detector that enhances binary detection with auxiliary multi-task supervision. It aims for robustness against attacks, transferability to unseen generators, and low false-positive rates.