How Perturbations Propagate: A Multi-Level Analysis of Robustness in Large Language Models

Dun Li Chan, Emily Liu, Niyathi Allu +1

Language models encounter typos, corrupted text, altered words, and disrupted token order, yet robustness is usually evaluated only through output behavior. We study how six natura…