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Knowledge graphs are utilized within the Knowledge-Driven Fine-Tuning approach to enhance the generalization capabilities of large language models, as described in [1].

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Practices, opportunities and challenges in the fusion of knowledge ... frontiersin.org Frontiers 1 fact
claimKnowledge-Driven Fine-Tuning is a research approach that incorporates structured knowledge from knowledge graphs during large language model (LLM) adaptation to improve generalization and knowledge-awareness.