Matches in Nanopublications for { ?s ?p ?o <https://w3id.org/np/RAJvyOv84arEaulWSQhx_JVRHpBDqqqlOc2aUv5-Yd5IE/assertion>. }
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- Llama38b type Workflow assertion.
- arXiv.2410.08985 type Entity assertion.
- ConformalLanguageModeling type Workflow assertion.
- ConformalPrediction type Workflow assertion.
- KgBasedRetrievalAugmentedGeneration type Workflow assertion.
- LearnThenTestFramework type Workflow assertion.
- LlmBasedStructuralQuery type Workflow assertion.
- LogitFreeConformalPredictionForLLMs type Workflow assertion.
- SentenceTransformerModel type Workflow assertion.
- StandardSplitConformalPrediction type Workflow assertion.
- TopKUncertaintyMethod type Workflow assertion.
- UagUncertaintyAwareKnowledgeGraphReasoning type Workflow assertion.
- Llama38b label "Llama3-8b" assertion.
- ConformalLanguageModeling label "Conformal Language Modeling (CLM)" assertion.
- ConformalPrediction label "Conformal Prediction" assertion.
- KgBasedRetrievalAugmentedGeneration label "KG-based Retrieval-augmented Generation (KG-RAG)" assertion.
- LearnThenTestFramework label "Learn Then Test (LTT) framework" assertion.
- LlmBasedStructuralQuery label "LLM-based Structural Query" assertion.
- LogitFreeConformalPredictionForLLMs label "Logit-free Conformal Prediction for LLMs" assertion.
- SentenceTransformerModel label "SentenceTransformer model" assertion.
- StandardSplitConformalPrediction label "Standard Split Conformal Prediction (SplitCP)" assertion.
- TopKUncertaintyMethod label "Top-K" 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.
- arXiv.2410.08985 describes UagUncertaintyAwareKnowledgeGraphReasoning assertion.
- arXiv.2410.08985 discusses Llama38b assertion.
- arXiv.2410.08985 discusses ConformalLanguageModeling assertion.
- arXiv.2410.08985 discusses ConformalPrediction assertion.
- arXiv.2410.08985 discusses KgBasedRetrievalAugmentedGeneration assertion.
- arXiv.2410.08985 discusses LearnThenTestFramework assertion.
- arXiv.2410.08985 discusses LlmBasedStructuralQuery assertion.
- arXiv.2410.08985 discusses LogitFreeConformalPredictionForLLMs assertion.
- arXiv.2410.08985 discusses SentenceTransformerModel assertion.
- arXiv.2410.08985 discusses StandardSplitConformalPrediction assertion.
- arXiv.2410.08985 discusses TopKUncertaintyMethod assertion.
- UagUncertaintyAwareKnowledgeGraphReasoning subject SynergizedReasoning assertion.
- arXiv.2410.08985 title "Towards Trustworthy Knowledge Graph Reasoning: An Uncertainty Aware Perspective" assertion.
- UagUncertaintyAwareKnowledgeGraphReasoning hasTopCategory SynergizedLLMKG assertion.