https://w3id.org/np/RA36DKwq5ozZ2IVm68u53kmHgG4R-Dl6O1OH9Q71wyvZE/Head https://w3id.org/np/RA36DKwq5ozZ2IVm68u53kmHgG4R-Dl6O1OH9Q71wyvZE http://www.nanopub.org/nschema#hasAssertion https://w3id.org/np/RA36DKwq5ozZ2IVm68u53kmHgG4R-Dl6O1OH9Q71wyvZE/assertion https://w3id.org/np/RA36DKwq5ozZ2IVm68u53kmHgG4R-Dl6O1OH9Q71wyvZE http://www.nanopub.org/nschema#hasProvenance https://w3id.org/np/RA36DKwq5ozZ2IVm68u53kmHgG4R-Dl6O1OH9Q71wyvZE/provenance https://w3id.org/np/RA36DKwq5ozZ2IVm68u53kmHgG4R-Dl6O1OH9Q71wyvZE http://www.nanopub.org/nschema#hasPublicationInfo https://w3id.org/np/RA36DKwq5ozZ2IVm68u53kmHgG4R-Dl6O1OH9Q71wyvZE/pubinfo https://w3id.org/np/RA36DKwq5ozZ2IVm68u53kmHgG4R-Dl6O1OH9Q71wyvZE http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://www.nanopub.org/nschema#Nanopublication https://w3id.org/np/RA36DKwq5ozZ2IVm68u53kmHgG4R-Dl6O1OH9Q71wyvZE/assertion https://doi.org/10.48550/arXiv.2410.12298 http://purl.org/dc/terms/title Pyramid-Driven Alignment: Pyramid Principle Guided Integration of Large Language Models and Knowledge Graphs https://doi.org/10.48550/arXiv.2410.12298 http://purl.org/spar/cito/describes https://neverblink.eu/ontologies/llm-kg/methods#PyramidDrivenAlignment https://doi.org/10.48550/arXiv.2410.12298 http://purl.org/spar/cito/discusses https://neverblink.eu/ontologies/llm-kg/methods#ChainOfThought https://doi.org/10.48550/arXiv.2410.12298 http://purl.org/spar/cito/discusses https://neverblink.eu/ontologies/llm-kg/methods#KAPING https://doi.org/10.48550/arXiv.2410.12298 http://purl.org/spar/cito/discusses https://neverblink.eu/ontologies/llm-kg/methods#KnowledgeDrivenCoT https://doi.org/10.48550/arXiv.2410.12298 http://purl.org/spar/cito/discusses https://neverblink.eu/ontologies/llm-kg/methods#SelfConsistency https://doi.org/10.48550/arXiv.2410.12298 http://purl.org/spar/cito/discusses https://neverblink.eu/ontologies/llm-kg/methods#SubgraphKGQA https://doi.org/10.48550/arXiv.2410.12298 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#ChainOfThought http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/spar/fabio/Workflow https://neverblink.eu/ontologies/llm-kg/methods#ChainOfThought http://www.w3.org/2000/01/rdf-schema#label Chain-of-Thought (CoT) https://neverblink.eu/ontologies/llm-kg/methods#KAPING http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/spar/fabio/Workflow https://neverblink.eu/ontologies/llm-kg/methods#KAPING http://www.w3.org/2000/01/rdf-schema#label KAPING https://neverblink.eu/ontologies/llm-kg/methods#KnowledgeDrivenCoT http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/spar/fabio/Workflow https://neverblink.eu/ontologies/llm-kg/methods#KnowledgeDrivenCoT http://www.w3.org/2000/01/rdf-schema#label Knowledge-Driven CoT https://neverblink.eu/ontologies/llm-kg/methods#PyramidDrivenAlignment http://purl.org/dc/terms/subject https://neverblink.eu/ontologies/llm-kg/categories#SynergizedReasoning https://neverblink.eu/ontologies/llm-kg/methods#PyramidDrivenAlignment http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/spar/fabio/Workflow https://neverblink.eu/ontologies/llm-kg/methods#PyramidDrivenAlignment http://www.w3.org/2000/01/rdf-schema#comment PDA proposes a novel framework to align LLM and KG knowledge and optimize their reasoning capabilities for complex question-answering. 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