ToxiGAN: Toxic Data Augmentation via LLM-Guided Directional Adversarial Generation

Peiran Li, Jan Fillies, Adrian Paschke

Augmenting toxic language data in a controllable and class-specific manner is crucial for improving robustness in toxicity classification, yet remains challenging due to limited su…