ROIC-DM: Robust Text Inference and Classification via Diffusion Model

Shilong Yuan, Wei Yuan, Hongzhi Yin +1

While language models have made many milestones in text inference and classification tasks, they remain susceptible to adversarial attacks that can lead to unforeseen outcomes. Exi…