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Large Language Models are fundamentally built upon the attention mechanism as a core component of their architecture, as described in [1].

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A survey on augmenting knowledge graphs (KGs) with large ... link.springer.com Springer 1 fact
claimThe architecture of large language models, utilizing attention and transformers, allows them to identify important words in sentences, enabling them to handle a wide range of NLP tasks.