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Knowledge Graph Embedding

Papers

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Showing 151–200 of 467 papers

TitleStatusHype
Prediction of Adverse Biological Effects of Chemicals Using Knowledge Graph EmbeddingsCode0
Multi-Task Feature Learning for Knowledge Graph Enhanced RecommendationCode0
Improving Heterogeneous Graph Learning with Weighted Mixed-Curvature Product ManifoldCode0
Multi-view Knowledge Graph Embedding for Entity AlignmentCode0
Development of a Knowledge Graph Embeddings Model for PainCode0
Arbitrary Time Information Modeling via Polynomial Approximation for Temporal Knowledge Graph EmbeddingCode0
Multiple Run Ensemble Learning with Low-Dimensional Knowledge Graph EmbeddingsCode0
NASE: Learning Knowledge Graph Embedding for Link Prediction via Neural Architecture SearchCode0
DensE: An Enhanced Non-commutative Representation for Knowledge Graph Embedding with Adaptive Semantic HierarchyCode0
Bayes EMbedding (BEM): Refining Representation by Integrating Knowledge Graphs and Behavior-specific NetworksCode0
Unify Local and Global Information for Top-N RecommendationCode0
Multi-dataset and Transfer Learning Using Gene Expression Knowledge GraphsCode0
DeepPath: A Reinforcement Learning Method for Knowledge Graph ReasoningCode0
HopfE: Knowledge Graph Representation Learning using Inverse Hopf FibrationsCode0
HyTE: Hyperplane-based Temporally aware Knowledge Graph EmbeddingCode0
DeepE: a deep neural network for knowledge graph embeddingCode0
Negative Sampling with Adaptive Denoising Mixup for Knowledge Graph EmbeddingCode0
Decompressing Knowledge Graph Representations for Link PredictionCode0
Multi-task Pre-training Language Model for Semantic Network CompletionCode0
Improving (Dis)agreement Detection with Inductive Social Relation Information From Comment-Reply InteractionsCode0
Hierarchical Latent Relation Modeling for Collaborative Metric LearningCode0
Improving Knowledge Graph Embedding Using Simple ConstraintsCode0
Logic Attention Based Neighborhood Aggregation for Inductive Knowledge Graph EmbeddingCode0
Leveraging Wikidata's edit history in knowledge graph refinement tasksCode0
Learning to Borrow -- Relation Representation for Without-Mention Entity-Pairs for Knowledge Graph CompletionCode0
Learning to Borrow– Relation Representation for Without-Mention Entity-Pairs for Knowledge Graph CompletionCode0
LinkLogic: A New Method and Benchmark for Explainable Knowledge Graph PredictionsCode0
Inductively Representing Out-of-Knowledge-Graph Entities by Optimal Estimation Under Translational AssumptionsCode0
Mitigating Heterogeneity among Factor Tensors via Lie Group Manifolds for Tensor Decomposition Based Temporal Knowledge Graph EmbeddingCode0
Biomedical Knowledge Graph Embeddings with Negative StatementsCode0
CPa-WAC: Constellation Partitioning-based Scalable Weighted Aggregation Composition for Knowledge Graph EmbeddingCode0
GraphVite: A High-Performance CPU-GPU Hybrid System for Node EmbeddingCode0
Learning Numeracy: A Simple Yet Effective Number Embedding Approach Using Knowledge GraphCode0
Distance-Adaptive Quaternion Knowledge Graph Embedding with Bidirectional RotationCode0
Convolutional Hypercomplex Embeddings for Link PredictionCode0
Assessing the Effects of Hyperparameters on Knowledge Graph Embedding QualityCode0
Learning Hierarchy-Aware Quaternion Knowledge Graph Embeddings with Representing Relations as 3D RotationsCode0
Geolocation of Cultural Heritage using Multi-View Knowledge Graph EmbeddingCode0
3D Rotation and Translation for Hyperbolic Knowledge Graph EmbeddingCode0
Diversity matters: Robustness of bias measurements in WikidataCode0
Learning Embeddings from Knowledge Graphs With Numeric Edge AttributesCode0
Modality-Aware Negative Sampling for Multi-modal Knowledge Graph EmbeddingCode0
Fully Hyperbolic Rotation for Knowledge Graph EmbeddingCode0
Contextualized Structural Self-supervised Learning for Ontology MatchingCode0
Knowledge Graph Embedding with Atrous Convolution and Residual LearningCode0
Joint Matrix-Tensor Factorization for Knowledge Base InferenceCode0
KBGAN: Adversarial Learning for Knowledge Graph EmbeddingsCode0
Knowledge Graph Embedding with Iterative Guidance from Soft RulesCode0
Knowledge Graph Fact Prediction via Knowledge-Enriched Tensor FactorizationCode0
A Physical Embedding Model for Knowledge GraphsCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1AcrEMRR0.82—Unverified