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- UagUncertaintyAwareKnowledgeGraphReasoning type Workflow assertion.
- UagUncertaintyAwareKnowledgeGraphReasoning label "UAG (Uncertainty Aware Knowledge-Graph Reasoning)" assertion.
- UagUncertaintyAwareKnowledgeGraphReasoning comment "UAG is a novel multi-hop knowledge graph reasoning framework that incorporates uncertainty quantification (UQ) into its reasoning process. It combines KG-based candidate retrieval and path formulation with LLM-based candidate evaluation and answer generation, all controlled by a global error rate controller using the Learn-Then-Test framework. This synergizes LLMs and KGs for trustworthy reasoning." assertion.
- UagUncertaintyAwareKnowledgeGraphReasoning subject SynergizedReasoning assertion.
- UagUncertaintyAwareKnowledgeGraphReasoning hasTopCategory SynergizedLLMKG assertion.