2026
ALIGN TO THE PIVOT: DUAL ALIGNMENT WITH SELF-FEEDBACK FOR MULTILINGUAL MATH REASONING
ICASSP 2026poster
Despite the impressive reasoning abilities demonstrated by large language models (LLMs), empirical evidence indicates that they are not language agnostic as expected, leading to performance declines in multilingual settings, especially for low-resource languages. We attribute the decline to the mode…