Exploring Robustness of LLMs to Paraphrasing Based on Sociodemographic Factors

Pulkit Arora, Akbar Karimi, Lucie Flek

Despite their linguistic prowess, LLMs have been shown to be vulnerable to small input perturbations. While robustness to local adversarial changes has been studied, robustness to…