Matches in Nanopublications for { <https://neverblink.eu/ontologies/llm-kg/methods#SubGraphCommunitySummaryMethod> ?p ?o ?g. }
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- SubGraphCommunitySummaryMethod type Workflow assertion.
- SubGraphCommunitySummaryMethod label "Sub-graph Community Summary Method" assertion.
- SubGraphCommunitySummaryMethod comment "This method aims to enhance the question answering ability of LLMs by augmenting them with knowledge from the constructed NLP-AKG during the inference stage. It involves using LLMs for intent identification, querying the KG to form 'sub-graph communities' around relevant papers, and then feeding these structured community elements along with prompts to the LLM to generate more accurate answers. This directly improves LLM performance by providing external, structured knowledge at inference." assertion.
- SubGraphCommunitySummaryMethod subject KGEnhancedLLMInference assertion.
- SubGraphCommunitySummaryMethod hasTopCategory KGEnhancedLLM assertion.