Large Language Models (LLMs) face three universal limitations in knowledge graph construction: inherent training data biases that propagate through extraction pipelines, fundamental domain adaptation challenges with specialized knowledge, and systematic coverage gaps for long-tail relationships in cross-document scenarios.

Authors

• Person: Not available Organization: Frontiers
  Practices, opportunities and challenges in the fusion of knowledge ...

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• Practices, opportunities and challenges in the fusion of knowledge ... www.frontiersin.org Frontiers via serper

Referenced by nodes (2)

• Large Language Models concept
• knowledge graph construction concept