The Gemini-1.5-Flash model achieved a balanced accuracy improvement of approximately 3% (reaching ~60% balanced accuracy) when provided with structured descriptions like abstracts from DBpedia.

Authors

• Person: Not available Organization: Università degli Studi di Padova
  Integrating Knowledge Graphs into RAG-Based LLMs to Improve ...

Sources

• Integrating Knowledge Graphs into RAG-Based LLMs to Improve ... thesis.unipd.it Università degli Studi di Padova via serper

Referenced by nodes (2)

• DBpedia concept
• Gemini-1.5-Flash concept