https://w3id.org/np/RA_RCrkVLDfTcc3lmJvCqgECFIWygsxVXoGHpVCOAJPOA/Head https://w3id.org/np/RA_RCrkVLDfTcc3lmJvCqgECFIWygsxVXoGHpVCOAJPOA http://www.nanopub.org/nschema#hasAssertion https://w3id.org/np/RA_RCrkVLDfTcc3lmJvCqgECFIWygsxVXoGHpVCOAJPOA/assertion https://w3id.org/np/RA_RCrkVLDfTcc3lmJvCqgECFIWygsxVXoGHpVCOAJPOA http://www.nanopub.org/nschema#hasProvenance https://w3id.org/np/RA_RCrkVLDfTcc3lmJvCqgECFIWygsxVXoGHpVCOAJPOA/provenance https://w3id.org/np/RA_RCrkVLDfTcc3lmJvCqgECFIWygsxVXoGHpVCOAJPOA http://www.nanopub.org/nschema#hasPublicationInfo https://w3id.org/np/RA_RCrkVLDfTcc3lmJvCqgECFIWygsxVXoGHpVCOAJPOA/pubinfo https://w3id.org/np/RA_RCrkVLDfTcc3lmJvCqgECFIWygsxVXoGHpVCOAJPOA http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://www.nanopub.org/nschema#Nanopublication https://w3id.org/np/RA_RCrkVLDfTcc3lmJvCqgECFIWygsxVXoGHpVCOAJPOA/assertion https://doi.org/10.48550/arXiv.2503.23523 http://purl.org/dc/terms/title Question-Aware Knowledge Graph Prompting for Enhancing Large Language Models https://doi.org/10.48550/arXiv.2503.23523 http://purl.org/spar/cito/describes https://neverblink.eu/ontologies/llm-kg/methods#QuestionAwareKnowledgeGraphPrompting https://doi.org/10.48550/arXiv.2503.23523 http://purl.org/spar/cito/discusses https://neverblink.eu/ontologies/llm-kg/methods#GraphNeuralPrompting https://doi.org/10.48550/arXiv.2503.23523 http://purl.org/spar/cito/discusses https://neverblink.eu/ontologies/llm-kg/methods#KGEvidencePrompting https://doi.org/10.48550/arXiv.2503.23523 http://purl.org/spar/cito/discusses https://neverblink.eu/ontologies/llm-kg/methods#LLMOnly https://doi.org/10.48550/arXiv.2503.23523 http://purl.org/spar/cito/discusses https://neverblink.eu/ontologies/llm-kg/methods#PromptEnhancedLLM https://doi.org/10.48550/arXiv.2503.23523 http://purl.org/spar/cito/discusses https://neverblink.eu/ontologies/llm-kg/methods#SoftPrompting https://doi.org/10.48550/arXiv.2503.23523 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://www.w3.org/ns/prov#Entity https://neverblink.eu/ontologies/llm-kg/methods#GraphNeuralPrompting http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/spar/fabio/Workflow https://neverblink.eu/ontologies/llm-kg/methods#GraphNeuralPrompting http://www.w3.org/2000/01/rdf-schema#label GNP (Graph Neural Prompting) https://neverblink.eu/ontologies/llm-kg/methods#KGEvidencePrompting http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/spar/fabio/Workflow https://neverblink.eu/ontologies/llm-kg/methods#KGEvidencePrompting http://www.w3.org/2000/01/rdf-schema#label KGEP (KG Evidence Prompting) https://neverblink.eu/ontologies/llm-kg/methods#LLMOnly http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/spar/fabio/Workflow https://neverblink.eu/ontologies/llm-kg/methods#LLMOnly http://www.w3.org/2000/01/rdf-schema#label LLM (LLM-Only) https://neverblink.eu/ontologies/llm-kg/methods#PromptEnhancedLLM http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/spar/fabio/Workflow https://neverblink.eu/ontologies/llm-kg/methods#PromptEnhancedLLM http://www.w3.org/2000/01/rdf-schema#label PE (Prompt-Enhanced LLM) https://neverblink.eu/ontologies/llm-kg/methods#QuestionAwareKnowledgeGraphPrompting http://purl.org/dc/terms/subject https://neverblink.eu/ontologies/llm-kg/categories#KGEnhancedLLMInference https://neverblink.eu/ontologies/llm-kg/methods#QuestionAwareKnowledgeGraphPrompting http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/spar/fabio/Workflow https://neverblink.eu/ontologies/llm-kg/methods#QuestionAwareKnowledgeGraphPrompting http://www.w3.org/2000/01/rdf-schema#comment This method enhances LLM performance in Multiple Choice Question Answering (MCQA) by generating query-adaptive soft prompts from Knowledge Graphs (KGs) during the inference stage. 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