Current limitations in domain-specific knowledge graph applications include the inability of manual and rule-based methods to handle large-scale, unstructured data or deep semantics, the scarcity of labeled data required by deep models in restricted domains, and the high cost and inefficiency of traditional full-parameter tuning.

Authors

• Person: Not available Organization: Nature
  The construction and refined extraction techniques of knowledge ...

Sources

• The construction and refined extraction techniques of knowledge ... www.nature.com Nature via serper

Referenced by nodes (2)

• Unstructured data concept
• Domain-specific Knowledge Graphs concept