Matches in Nanopublications for { ?s ?p ?o <https://w3id.org/np/RAdj-7_1ZWYgSMG-U7elmoHN5qgemRXg-xIE7-5yESdIw/assertion>. }
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- arXiv.2411.00028 type Entity assertion.
- GeneticAlgorithm type Workflow assertion.
- HKGL type Workflow assertion.
- HKGLTrans type Workflow assertion.
- HUGAT type Workflow assertion.
- MGFN type Workflow assertion.
- RandomSearch type Workflow assertion.
- SynergizeLLMAgentAndKnowledgeGraphLearningModelSLAK type Workflow assertion.
- GeneticAlgorithm label "Genetic Algorithm" assertion.
- HKGL label "HKGL" assertion.
- HKGLTrans label "HKGL-trans" assertion.
- HUGAT label "HUGAT" assertion.
- MGFN label "MGFN" assertion.
- RandomSearch label "Random Search" assertion.
- SynergizeLLMAgentAndKnowledgeGraphLearningModelSLAK label "Synergize LLM Agent and Knowledge Graph learning model (SLAK)" assertion.
- SynergizeLLMAgentAndKnowledgeGraphLearningModelSLAK comment "The SLAK framework synergizes LLM agents and a Location-Based Knowledge Graph (LBKG) for socioeconomic prediction. It leverages LLM agents' reasoning capabilities for automatic discovery and optimization of task-relevant meta-paths within the LBKG, and employs a semantic-guided knowledge fusion module for adaptive knowledge integration using LLM embeddings. Furthermore, it introduces a cross-task communication mechanism enabling both LLM agent-level collaboration for meta-path refinement and KG embedding-level fusion, positioning the LLMs as agents interacting with KGs for enhanced reasoning." assertion.
- arXiv.2411.00028 describes SynergizeLLMAgentAndKnowledgeGraphLearningModelSLAK assertion.
- arXiv.2411.00028 discusses GeneticAlgorithm assertion.
- arXiv.2411.00028 discusses HKGL assertion.
- arXiv.2411.00028 discusses HKGLTrans assertion.
- arXiv.2411.00028 discusses HUGAT assertion.
- arXiv.2411.00028 discusses MGFN assertion.
- arXiv.2411.00028 discusses RandomSearch assertion.
- SynergizeLLMAgentAndKnowledgeGraphLearningModelSLAK subject SynergizedReasoning assertion.
- arXiv.2411.00028 title "Synergizing LLM Agents and Knowledge Graph for Socioeconomic Prediction in LBSN" assertion.
- SynergizeLLMAgentAndKnowledgeGraphLearningModelSLAK hasTopCategory SynergizedLLMKG assertion.