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Knowledge Graph Embedding

Papers

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Showing 151–200 of 467 papers

TitleStatusHype
Shadfa 0.1: The Iranian Movie Knowledge Graph and Graph-Embedding-Based Recommender System—0
Entity Aware Negative Sampling with Auxiliary Loss of False Negative Prediction for Knowledge Graph EmbeddingCode0
Learning Hierarchy-Aware Quaternion Knowledge Graph Embeddings with Representing Relations as 3D RotationsCode0
RotateCT: Knowledge Graph Embedding by Rotation and Coordinate Transformation in Complex Space—0
Decoupling Mixture-of-Graphs: Unseen Relational Learning for Knowledge Graph Completion by Fusing Ontology and Textual Experts—0
Multimodal Analogical Reasoning over Knowledge GraphsCode2
MEIM: Multi-partition Embedding Interaction Beyond Block Term Format for Efficient and Expressive Link PredictionCode1
Spatio-Temporal Relation Learning for Video Anomaly Detection—0
TripleRE: Knowledge Graph Embeddings via Tripled Relation Vectors—0
Subsampling for Knowledge Graph Embedding Explained—0
Embedding-Based Entity Alignment Using Relation Structural SimilarityCode0
Geolocation of Cultural Heritage using Multi-View Knowledge Graph EmbeddingCode0
Repurposing Knowledge Graph Embeddings for Triple Representation via Weak SupervisionCode0
I Know What You Do Not Know: Knowledge Graph Embedding via Co-distillation LearningCode1
ProjB: An Improved Bilinear Biased ProjE model for Knowledge Graph Completion—0
Integrating Knowledge Graph embedding and pretrained Language Models in Hypercomplex SpacesCode0
μKG: A Library for Multi-source Knowledge Graph Embeddings and ApplicationsCode1
DHGE: Dual-View Hyper-Relational Knowledge Graph Embedding for Link Prediction and Entity TypingCode1
Hardware-agnostic Computation for Large-scale Knowledge Graph EmbeddingsCode1
The DLCC Node Classification Benchmark for Analyzing Knowledge Graph EmbeddingsCode1
CompoundE: Knowledge Graph Embedding with Translation, Rotation and Scaling Compound Operations—0
Start Small, Think Big: On Hyperparameter Optimization for Large-Scale Knowledge Graph EmbeddingsCode1
Learning to Borrow– Relation Representation for Without-Mention Entity-Pairs for Knowledge Graph CompletionCode0
Neural Networks in a Product of Hyperbolic Spaces—0
Assessing the Effects of Hyperparameters on Knowledge Graph Embedding QualityCode0
Comprehensive Analysis of Negative Sampling in Knowledge Graph Representation LearningCode0
Confidence-aware Self-Semantic Distillation on Knowledge Graph Embedding—0
Introducing RezoJDM16k: a French KnowledgeGraph DataSet for Link Prediction—0
Text-Based Automatic Personality Prediction Using KGrAt-Net; A Knowledge Graph Attention Network ClassifierCode0
KQGC: Knowledge Graph Embedding with Smoothing Effects of Graph Convolutions for Recommendation—0
Relational representation learning with spike trains—0
Kronecker Decomposition for Knowledge Graph EmbeddingsCode1
Explainable Knowledge Graph Embedding: Inference Reconciliation for Knowledge Inferences Supporting Robot ActionsCode0
Wasserstein Adversarial Learning based Temporal Knowledge Graph Embedding—0
CogKGE: A Knowledge Graph Embedding Toolkit and Benchmark for Representing Multi-source and Heterogeneous KnowledgeCode1
Efficient Hyper-parameter Search for Knowledge Graph EmbeddingCode1
Knowledge Graph Embedding by Adaptive Limit Scoring Loss Using Dynamic Weighting Strategy—0
On Masked Language Models for Contextual Link Prediction—0
PIE: a Parameter and Inference Efficient Solution for Large Scale Knowledge Graph Embedding ReasoningCode1
TranSHER: Translating Knowledge Graph Embedding with Hyper-Ellipsoidal RestrictionCode0
Learning to Borrow -- Relation Representation for Without-Mention Entity-Pairs for Knowledge Graph CompletionCode0
SpaceE: Knowledge Graph Embedding by Relational Linear Transformation in the Entity Space—0
TranS: Transition-based Knowledge Graph Embedding with Synthetic Relation Representation—0
Temporal Knowledge Graph Reasoning with Low-rank and Model-agnostic RepresentationsCode1
Walk this Way! Entity Walks and Property Walks for RDF2vec—0
Augmenting Knowledge Graphs for Better Link PredictionCode0
Improving Question Answering over Knowledge Graphs Using Graph Summarization—0
Sequence-to-Sequence Knowledge Graph Completion and Question AnsweringCode1
ECOLA: Enhanced Temporal Knowledge Embeddings with Contextualized Language Representations—0
Knowledge Graph Embedding Methods for Entity Alignment: An Experimental ReviewCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1AcrEMRR0.82—Unverified