LLM-empowered agents (LAAs) demonstrate unique advantages over Knowledge Graphs (KGs) by analogizing human reasoning with agentic workflows and various prompting techniques, scaling effectively on large datasets, adapting to in-context samples, and leveraging the emergent abilities of Large Language Models.

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• Person: Not available Organization: arXiv
  The Synergy of Symbolic and Connectionist AI in LLM-Empowered ...

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• The Synergy of Symbolic and Connectionist AI in LLM-Empowered ... arxiv.org arXiv via serper
• The Synergy of Symbolic and Connectionist AI in LLM ... arxiv.org arXiv via serper

Referenced by nodes (4)

• Large Language Models concept
• knowledge graphs concept
• LLM-based agent concept
• human reasoning concept