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Knowledge Graph Embeddings

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Showing 101–150 of 269 papers

TitleStatusHype
TripleRE: Knowledge Graph Embeddings via Tripled Relation Vectors—0
Jointly Learning Propagating Features on the Knowledge Graph for Movie RecommendationCode0
Repurposing Knowledge Graph Embeddings for Triple Representation via Weak SupervisionCode0
KRACL: Contrastive Learning with Graph Context Modeling for Sparse Knowledge Graph CompletionCode1
μKG: A Library for Multi-source Knowledge Graph Embeddings and ApplicationsCode1
Hardware-agnostic Computation for Large-scale Knowledge Graph EmbeddingsCode1
The DLCC Node Classification Benchmark for Analyzing Knowledge Graph EmbeddingsCode1
Start Small, Think Big: On Hyperparameter Optimization for Large-Scale Knowledge Graph EmbeddingsCode1
Geometry Interaction Knowledge Graph EmbeddingsCode1
On the Effectiveness of Knowledge Graph Embeddings: a Rule Mining Approach—0
Ultrahyperbolic Knowledge Graph Embeddings—0
A Birds Eye View on Knowledge Graph Embeddings, Software Libraries, Applications and Challenges—0
CascadER: Cross-Modal Cascading for Knowledge Graph Link PredictionCode1
Kronecker Decomposition for Knowledge Graph EmbeddingsCode1
Hyperbolic Hierarchical Knowledge Graph Embeddings for Link Prediction in Low DimensionsCode0
Ontology Matching Through Absolute Orientation of Embedding SpacesCode0
Duality-Induced Regularizer for Semantic Matching Knowledge Graph Embeddings—0
LEMON: LanguagE ModeL for Negative Sampling of Knowledge Graph Embeddings—0
Dual Embodied-Symbolic Concept Representations for Deep Learning—0
Contextual Semantic Embeddings for Ontology Subsumption PredictionCode2
Geometric Algebra based Embeddings for Static and Temporal Knowledge Graph Completion—0
InterHT: Knowledge Graph Embeddings by Interaction between Head and Tail Entities—0
Towards Loosely-Coupling Knowledge Graph Embeddings and Ontology-based Reasoning—0
A Knowledge Graph Embeddings based Approach for Author Name Disambiguation using LiteralsCode1
Reasoning Through Memorization: Nearest Neighbor Knowledge Graph EmbeddingsCode1
Swift and Sure: Hardness-aware Contrastive Learning for Low-dimensional Knowledge Graph Embeddings—0
Contrastive Object Detection Using Knowledge Graph Embeddings—0
Self-attention Presents Low-dimensional Knowledge Graph Embeddings for Link PredictionCode1
Zero-shot and Few-shot Learning with Knowledge Graphs: A Comprehensive Survey—0
Knowledge Graph Embedding in E-commerce Applications: Attentive Reasoning, Explanations, and Transferable Rules—0
Implications of Topological Imbalance for Representation Learning on Biomedical Knowledge GraphsCode1
Improving and Diagnosing Knowledge-Based Visual Question Answering via Entity Enhanced Knowledge Injection—0
KGE-CL: Contrastive Learning of Tensor Decomposition Based Knowledge Graph EmbeddingsCode1
Prediction of Adverse Biological Effects of Chemicals Using Knowledge Graph EmbeddingsCode0
Transformation of Node to Knowledge Graph Embeddings for Faster Link Prediction in Social NetworksCode0
QubitE: Qubit Embedding for Knowledge Graph CompletionCode0
Poisoning Knowledge Graph Embeddings via Relation Inference PatternsCode1
Adversarial Attacks on Knowledge Graph Embeddings via Instance Attribution MethodsCode1
Knowledge Graph Representation Learning using Ordinary Differential Equations—0
RelDiff: Enriching Knowledge Graph Relation Representations for Sensitivity Classification—0
Low Resource Quadratic Forms for Knowledge Graph Embeddings—0
Path-Enhanced Multi-Relational Question Answering with Knowledge Graph Embeddings—0
Drug Re-positioning via Text Augmented Knowledge Graph Embeddings—0
What is Learned in Knowledge Graph Embeddings?—0
Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph RepresentationsCode1
Time-aware Relational Graph Attention Network for Temporal Knowledge Graph Embeddings—0
Explaining Knowledge Graph Embedding via Latent Rule Learning—0
CareGraph: A Graph-based Recommender System for Diabetes Self-Care—0
BiQUE: Biquaternionic Embeddings of Knowledge GraphsCode1
Learning through structure: towards deep neuromorphic knowledge graph embeddingsCode1
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