Matches in Nanopublications for { ?s ?p ?o <https://w3id.org/np/RAZrK4LwsQB2BLtDaBnWdPal56Ld1u-TUnIIMTPGzTpdU/assertion>. }
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- arXiv.2405.16412 type Entity assertion.
- DistMult type Workflow assertion.
- Kgt5 type Workflow assertion.
- Hake type Workflow assertion.
- KgBert type Workflow assertion.
- Star type Workflow assertion.
- Transe type Workflow assertion.
- Tucker type Workflow assertion.
- ComplEx type Workflow assertion.
- ConvE type Workflow assertion.
- CspromKg type Workflow assertion.
- KgFit type Workflow assertion.
- KgS2S type Workflow assertion.
- LlmEmbeddingZeroShotLinkPrediction type Workflow assertion.
- Lmke type Workflow assertion.
- PRotate type Workflow assertion.
- Pkgc type Workflow assertion.
- RotatE type Workflow assertion.
- SimKgc type Workflow assertion.
- DistMult label "DistMult" assertion.
- Transe label "TransE" assertion.
- RotatE label "RotatE" assertion.
- Kgt5 label "KGT5" assertion.
- ComplEx label "ComplEx" assertion.
- Hake label "HAKE" assertion.
- KgBert label "KG-BERT" assertion.
- Star label "StAR" assertion.
- Tucker label "TuckER" assertion.
- CspromKg label "CSProm-KG" assertion.
- ConvE label "ConvE" assertion.
- KgFit label "KG-FIT" assertion.
- KgS2S label "KG-S2S" assertion.
- LlmEmbeddingZeroShotLinkPrediction label "LLM Embedding Zero-Shot Link Prediction" assertion.
- Lmke label "LMKE" assertion.
- Pkgc label "PKGC" assertion.
- SimKgc label "SimKGC" assertion.
- PRotate label "pRotatE" assertion.
- KgFit comment "KG-FIT is a novel framework that enhances Knowledge Graph Embeddings (KGE) by integrating open-world entity knowledge from Large Language Models (LLMs). It uses LLMs to guide hierarchical clustering of entities and refine the hierarchy, then fine-tunes KG embeddings using this LLM-derived hierarchical structure, textual embeddings, and standard link prediction objectives. The goal is to improve KG embeddings and their expressiveness for tasks like link prediction." assertion.
- KgFit subject LLMAugmentedKGEmbedding assertion.
- arXiv.2405.16412 title "KG-FIT: Knowledge Graph Fine-Tuning Upon Open-World Knowledge" assertion.
- arXiv.2405.16412 describes KgFit assertion.
- arXiv.2405.16412 discusses DistMult assertion.
- arXiv.2405.16412 discusses Kgt5 assertion.
- arXiv.2405.16412 discusses Hake assertion.
- arXiv.2405.16412 discusses KgBert assertion.
- arXiv.2405.16412 discusses Star assertion.
- arXiv.2405.16412 discusses Transe assertion.
- arXiv.2405.16412 discusses Tucker assertion.
- arXiv.2405.16412 discusses ComplEx assertion.
- arXiv.2405.16412 discusses ConvE assertion.
- arXiv.2405.16412 discusses CspromKg assertion.
- arXiv.2405.16412 discusses KgS2S assertion.
- arXiv.2405.16412 discusses LlmEmbeddingZeroShotLinkPrediction assertion.
- arXiv.2405.16412 discusses Lmke assertion.
- arXiv.2405.16412 discusses PRotate assertion.
- arXiv.2405.16412 discusses Pkgc assertion.
- arXiv.2405.16412 discusses RotatE assertion.
- arXiv.2405.16412 discusses SimKgc assertion.
- KgFit hasTopCategory LLMAugmentedKG assertion.