Matches in Nanopublications for { ?s ?p ?o <https://w3id.org/np/RA0lnPYyIZxNzTCIQYF6jM8ZnmTg34f1WgA4nwMwtyCM4/assertion>. }
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- arXiv.2601.08148 type Entity assertion.
- bprMf type Workflow assertion.
- colaKG type Workflow assertion.
- diffKG type Workflow assertion.
- kgRec type Workflow assertion.
- lightGCL type Workflow assertion.
- lightGCN type Workflow assertion.
- rlmRec type Workflow assertion.
- sgl type Workflow assertion.
- spikeSemanticProfilesIntoKnowledgeGraphsForEnhancedRecommendation type Workflow assertion.
- bprMf label "BPR-MF" assertion.
- colaKG label "CoLaKG" assertion.
- diffKG label "DiffKG" assertion.
- kgRec label "KGRec" assertion.
- lightGCL label "LightGCL" assertion.
- lightGCN label "LightGCN" assertion.
- rlmRec label "RLMRec" assertion.
- sgl label "SGL" assertion.
- spikeSemanticProfilesIntoKnowledgeGraphsForEnhancedRecommendation label "SPiKE (Semantic Profiles into Knowledge Graphs for Enhanced Recommendation)" assertion.
- spikeSemanticProfilesIntoKnowledgeGraphsForEnhancedRecommendation comment "SPiKE is a recommender model that synergizes knowledge from LLM-generated semantic profiles and KG structural information. It uses a profile-aware KG aggregation mechanism to integrate profiles during message passing and a pairwise matching loss to align KG and LLM-generated profile embeddings, thereby creating a unified representation for recommendation." assertion.
- spikeSemanticProfilesIntoKnowledgeGraphsForEnhancedRecommendation subject SynergizedKnowledgeRepresentation assertion.
- arXiv.2601.08148 title "Enriching Semantic Profiles into Knowledge Graph for Recommender Systems Using Large Language Models" assertion.
- arXiv.2601.08148 describes spikeSemanticProfilesIntoKnowledgeGraphsForEnhancedRecommendation assertion.
- arXiv.2601.08148 discusses bprMf assertion.
- arXiv.2601.08148 discusses colaKG assertion.
- arXiv.2601.08148 discusses diffKG assertion.
- arXiv.2601.08148 discusses kgRec assertion.
- arXiv.2601.08148 discusses lightGCL assertion.
- arXiv.2601.08148 discusses lightGCN assertion.
- arXiv.2601.08148 discusses rlmRec assertion.
- arXiv.2601.08148 discusses sgl assertion.
- spikeSemanticProfilesIntoKnowledgeGraphsForEnhancedRecommendation hasTopCategory SynergizedLLMKG assertion.