a limitation in translating sentences written in non-Latin script languages with rich linguistic
resources. The aforementioned demonstrates that there are numerous challenges and ample oppor-
tunities for enhancement in multilingual tasks for LLMs. Future research should prioritize achieving
multilingual balance and addressing the challenges faced by non-Latin languages and low-resource
ASurveyonEvaluationofLargeLanguageModels