Matches in Nanopublications for { <https://neverblink.eu/ontologies/llm-kg/methods#PathsOverGraphPoGE> ?p ?o ?g. }
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- PathsOverGraphPoGE type Workflow assertion.
- PathsOverGraphPoGE label "Paths-over-Graph (PoG-E)" assertion.
- PathsOverGraphPoGE comment "PoG-E is an introduced variant of PoG, designed to evaluate the impact of graph structure on KG-based LLM reasoning. It operates by randomly selecting one relation from each edge in the clustered question subgraph during the path exploration, making it a specific approach within the KGEnhancedLLMInference category to study the effect of structural information on LLM performance." assertion.
- PathsOverGraphPoGE subject KGEnhancedLLMInference assertion.
- PathsOverGraphPoGE hasTopCategory KGEnhancedLLM assertion.