Choosing the Right Language Mode at Inference Time for Multilingual Reliability
Multilingual large language models often struggle to reason in low- to mid-resource languages. Prior work has shown that translation can improve multilingual reasoning by helping models access stronger English-centric representations. This raises a central question: How much translation is needed for multilingual large...
Ekata Mitra, Ameeta Agrawal
· 0 citations