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Bridging the Gap: Dynamic Learning Strategies for Improving Multilingual Performance in LLMs
Second, we introduce a new hybrid approach that synergizes LLM Retrieval Augmented Generation (RAG) with multilingual embeddings and achieves improved multilingual task performance.
Breaking Language Barriers with a LEAP: Learning Strategies for Polyglot LLMs
Our results show substantial advancements in multilingual understanding and generation across a diverse range of languages.
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