Matches in Nanopublications for { ?s ?p ?o <https://w3id.org/np/RA_n1CPIhDllOGuC_uUc8tsyhg2HIkBrHJ2SpJFgftij0/assertion>. }
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- ToG type Workflow assertion.
- RoG type Workflow assertion.
- SubgraphRAG type Workflow assertion.
- arXiv.2505.23841 type Entity assertion.
- AutoMix type Workflow assertion.
- GraphRouter type Workflow assertion.
- HybridLLM type Workflow assertion.
- RandomRouting type Workflow assertion.
- RouteLLM type Workflow assertion.
- SkewRoute type Workflow assertion.
- ToG label "ToG" assertion.
- RoG label "RoG" assertion.
- SubgraphRAG label "SubgraphRAG" assertion.
- AutoMix label "AutoMix" assertion.
- GraphRouter label "GraphRouter" assertion.
- HybridLLM label "Hybrid-LLM" assertion.
- RandomRouting label "Random Routing" assertion.
- RouteLLM label "RouteLLM" assertion.
- SkewRoute label "SkewRoute" assertion.
- SkewRoute comment "SkewRoute is a training-free LLM routing framework tailored for Knowledge Graph Retrieval-Augmented Generation (KG-RAG). It leverages the score skewness of retrieved KG contexts to dynamically assess query difficulty and route queries to different LLM scales (smaller for simple, larger for complex). This method optimizes LLM inference costs and performance in KG-RAG applications by using KG-derived signals during the inference stage." assertion.
- arXiv.2505.23841 describes SkewRoute assertion.
- arXiv.2505.23841 discusses ToG assertion.
- arXiv.2505.23841 discusses RoG assertion.
- arXiv.2505.23841 discusses SubgraphRAG assertion.
- arXiv.2505.23841 discusses AutoMix assertion.
- arXiv.2505.23841 discusses GraphRouter assertion.
- arXiv.2505.23841 discusses HybridLLM assertion.
- arXiv.2505.23841 discusses RandomRouting assertion.
- arXiv.2505.23841 discusses RouteLLM assertion.
- SkewRoute subject KGEnhancedLLMInference assertion.
- arXiv.2505.23841 title "SkewRoute: Training-Free LLM Routing for Knowledge Graph Retrieval-Augmented Generation via Score Skewness of Retrieved Context" assertion.
- SkewRoute hasTopCategory KGEnhancedLLM assertion.