Enhancing Multilingual Reasoning Capabilities of Large Language Models through Multilingual Alignment-as-Preference Optimization

Aligning the reasoning processes in non-dominant languages with the dominant language (English) can effectively enhance the multilingual reasoning capabilities of large language models.