Matches in Nanopublications for { ?s ?p ?o <https://w3id.org/np/RAicyvZBmoGj-uRjbkU_0SfBsktbn9QZSMHvQ4ZpPMh9c/assertion>. }
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- TransE type Workflow assertion.
- arXiv.2412.12464 type Entity assertion.
- CAFE type Workflow assertion.
- CSRec type Workflow assertion.
- GRU4Rec type Workflow assertion.
- LIKR type Workflow assertion.
- LRD type Workflow assertion.
- PGPR type Workflow assertion.
- REINFORCEAlgorithm type Workflow assertion.
- SASRec type Workflow assertion.
- UCPR type Workflow assertion.
- TransE label "TransE" assertion.
- CAFE label "CAFE" assertion.
- CSRec label "CSRec" assertion.
- GRU4Rec label "GRU4Rec" assertion.
- LIKR label "LLM's Intuition-aware Knowledge graph Reasoning model (LIKR)" assertion.
- LRD label "LRD" assertion.
- PGPR label "PGPR" assertion.
- REINFORCEAlgorithm label "REINFORCE algorithm" assertion.
- SASRec label "SASRec" assertion.
- UCPR label "UCPR" assertion.
- LIKR comment "LIKR is a unified framework where an LLM is treated as a reasoner that outputs intuitive exploration strategies for a Knowledge Graph (KG). It integrates LLM's text-based output (user preferences) with KG embeddings into a hybrid reward function for a reinforcement learning agent. This agent then performs KG path reasoning to make recommendations, synergizing both LLM intuition and KG structure for enhanced reasoning capabilities." assertion.
- arXiv.2412.12464 describes LIKR assertion.
- arXiv.2412.12464 discusses TransE assertion.
- arXiv.2412.12464 discusses CAFE assertion.
- arXiv.2412.12464 discusses CSRec assertion.
- arXiv.2412.12464 discusses GRU4Rec assertion.
- arXiv.2412.12464 discusses LRD assertion.
- arXiv.2412.12464 discusses PGPR assertion.
- arXiv.2412.12464 discusses REINFORCEAlgorithm assertion.
- arXiv.2412.12464 discusses SASRec assertion.
- arXiv.2412.12464 discusses UCPR assertion.
- LIKR subject SynergizedReasoning assertion.
- arXiv.2412.12464 title "LLM is Knowledge Graph Reasoner: LLM's Intuition-aware Knowledge Graph Reasoning for Cold-start Sequential Recommendation" assertion.
- LIKR hasTopCategory SynergizedLLMKG assertion.