Matches in Nanopublications for { <https://neverblink.eu/ontologies/llm-kg/methods#MedIKAL> ?p ?o ?g. }
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- MedIKAL type Workflow assertion.
- MedIKAL label "medIKAL" assertion.
- MedIKAL comment "The medIKAL framework integrates LLMs and KGs through a multi-step collaborative reasoning process. It begins by allowing LLMs to perform an initial diagnosis, whose results are then merged with KG search outcomes using a residual network-like approach. The KG further refines candidate diseases via path-based reranking, and its knowledge is specifically reconstructed into a semi-structured format. Finally, LLMs engage in collaborative reasoning with this reconstructed KG knowledge using a fill-in-the-blank prompt, thereby combining the strengths of both systems for enhanced clinical diagnosis." assertion.
- MedIKAL subject SynergizedReasoning assertion.
- MedIKAL hasTopCategory SynergizedLLMKG assertion.