GaoYao supplies a unified three-layer framework and 182k native-quality samples in 26 languages to diagnose LLMs on general multilingual, cross-cultural, and monocultural tasks.
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The paper introduces Language Specific Knowledge (LSK) and shows that selecting an optimal non-English language for a query can improve LLM performance on cultural and social norm datasets.
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The GaoYao Benchmark: A Comprehensive Framework for Evaluating Multilingual and Multicultural Abilities of Large Language Models
GaoYao supplies a unified three-layer framework and 182k native-quality samples in 26 languages to diagnose LLMs on general multilingual, cross-cultural, and monocultural tasks.
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Language Specific Knowledge: Do Models Know Better in X than in English?
The paper introduces Language Specific Knowledge (LSK) and shows that selecting an optimal non-English language for a query can improve LLM performance on cultural and social norm datasets.