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Natural Language Knowledge Graph Query Execution: Leveraging Controlled Semantics in the LLM Context Window

Fitch, Blake G.
arXiv (OAI Expanded) · Papers
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databases
Large Language Model (LLM) applications often transfer domain concepts into the model's context informally, through prompt prose, schema dumps, and examples. We show that for database queries, data model concepts pass to LLMs more effectively through representations whose vocabulary terms carry decl
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