Quantifying perturbation impacts for large language models

Paulius Rauba, Qiyao Wei, Mihaela van der Schaar

We consider the problem of quantifying how an input perturbation impacts the outputs of large language models (LLMs), a fundamental task for model reliability and post-hoc interpre…