Matches in Nanopublications for { ?s ?p ?o <https://w3id.org/np/RAa4BypABs54MOnaCtkdo2KSHRjSWwFWpK-h57jsnTe2w/assertion>. }
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- ChainOfThoughtPrompting type Workflow assertion.
- arXiv.2601.17971 type Entity assertion.
- CCKGAugmentationForLLMInference type Workflow assertion.
- CulturalCommonsenseKnowledgeGraphConstructionFramework type Workflow assertion.
- Mango type Workflow assertion.
- ZeroShotPrompting type Workflow assertion.
- ChainOfThoughtPrompting label "Chain-of-Thought Prompting" assertion.
- CCKGAugmentationForLLMInference label "CCKG Augmentation for LLM Inference" assertion.
- CulturalCommonsenseKnowledgeGraphConstructionFramework label "Cultural Commonsense Knowledge Graph Construction Framework" assertion.
- Mango label "Mango" assertion.
- ZeroShotPrompting label "Zero-shot Prompting" assertion.
- CCKGAugmentationForLLMInference comment "This method uses the previously constructed Cultural Commonsense Knowledge Graph (CCKG) to augment smaller LLMs. It involves retrieving relevant CCKG assertions or paths using semantic search and employing them as in-context exemplars during the LLM's inference stage to improve performance on cultural reasoning tasks (MCQA, sentence completion) and story generation." assertion.
- CulturalCommonsenseKnowledgeGraphConstructionFramework comment "This method proposes an iterative, prompt-based framework that leverages LLMs (GPT-4o) as "cultural archives" to systematically extract culture-specific entities (actions), relations, and multi-step inferential chains. It involves an initial generation phase of assertions and an iterative expansion phase to elaborate paths, thereby constructing a Cultural Commonsense Knowledge Graph (CCKG)." assertion.
- arXiv.2601.17971 describes CCKGAugmentationForLLMInference assertion.
- arXiv.2601.17971 describes CulturalCommonsenseKnowledgeGraphConstructionFramework assertion.
- arXiv.2601.17971 discusses ChainOfThoughtPrompting assertion.
- arXiv.2601.17971 discusses Mango assertion.
- arXiv.2601.17971 discusses ZeroShotPrompting assertion.
- CCKGAugmentationForLLMInference subject KGEnhancedLLMInference assertion.
- CulturalCommonsenseKnowledgeGraphConstructionFramework subject LLMAugmentedKGConstruction assertion.
- arXiv.2601.17971 title "LLMs as Cultural Archives: Cultural Commonsense Knowledge Graph Extraction" assertion.
- CCKGAugmentationForLLMInference hasTopCategory KGEnhancedLLM assertion.
- CulturalCommonsenseKnowledgeGraphConstructionFramework hasTopCategory LLMAugmentedKG assertion.