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Knowledge Graph Embedding

Papers

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Showing 401–450 of 467 papers

TitleStatusHype
Hierarchical Latent Relation Modeling for Collaborative Metric LearningCode0
HopfE: Knowledge Graph Representation Learning using Inverse Hopf FibrationsCode0
HyTE: Hyperplane-based Temporally aware Knowledge Graph EmbeddingCode0
Improving (Dis)agreement Detection with Inductive Social Relation Information From Comment-Reply InteractionsCode0
Improving Heterogeneous Graph Learning with Weighted Mixed-Curvature Product ManifoldCode0
Improving Knowledge Graph Embedding Using Simple ConstraintsCode0
Incorporating Domain Knowledge Graph into Multimodal Movie Genre Classification with Self-Supervised Attention and Contrastive LearningCode0
Inductively Representing Out-of-Knowledge-Graph Entities by Optimal Estimation Under Translational AssumptionsCode0
Integrating Knowledge Graph embedding and pretrained Language Models in Hypercomplex SpacesCode0
HaSa: Hardness and Structure-Aware Contrastive Knowledge Graph EmbeddingCode0
Joint Matrix-Tensor Factorization for Knowledge Base InferenceCode0
KBGAN: Adversarial Learning for Knowledge Graph EmbeddingsCode0
Knowledge Base Completion: Baseline strikes back (Again)Code0
Knowledge Graph Embedding by Translating on HyperplanesCode0
Knowledge Graph Embedding for Ecotoxicological Effect PredictionCode0
Knowledge Graph Embeddings in the Biomedical Domain: Are They Useful? A Look at Link Prediction, Rule Learning, and Downstream Polypharmacy TasksCode0
Knowledge Graph Embedding via Dynamic Mapping MatrixCode0
Knowledge Graph Embedding with 3D Compound Geometric TransformationsCode0
Knowledge Graph Embedding with Atrous Convolution and Residual LearningCode0
Knowledge Graph Embedding with Iterative Guidance from Soft RulesCode0
Knowledge Graph Fact Prediction via Knowledge-Enriched Tensor FactorizationCode0
Knowledge Graph Refinement based on Triplet BERT-NetworksCode0
Learning Hierarchy-Aware Quaternion Knowledge Graph Embeddings with Representing Relations as 3D RotationsCode0
Learning Numeracy: A Simple Yet Effective Number Embedding Approach Using Knowledge GraphCode0
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
Leveraging Wikidata's edit history in knowledge graph refinement tasksCode0
LinkLogic: A New Method and Benchmark for Explainable Knowledge Graph PredictionsCode0
Logic Attention Based Neighborhood Aggregation for Inductive Knowledge Graph EmbeddingCode0
Multi-task Pre-training Language Model for Semantic Network CompletionCode0
Mitigating Heterogeneity among Factor Tensors via Lie Group Manifolds for Tensor Decomposition Based Temporal Knowledge Graph EmbeddingCode0
Modality-Aware Negative Sampling for Multi-modal Knowledge Graph EmbeddingCode0
Model-based Subsampling for Knowledge Graph CompletionCode0
Multi-dataset and Transfer Learning Using Gene Expression Knowledge GraphsCode0
Multiple Run Ensemble Learning with Low-Dimensional Knowledge Graph EmbeddingsCode0
Multi-Task Feature Learning for Knowledge Graph Enhanced RecommendationCode0
Multi-view Knowledge Graph Embedding for Entity AlignmentCode0
NASE: Learning Knowledge Graph Embedding for Link Prediction via Neural Architecture SearchCode0
Negative Sampling with Adaptive Denoising Mixup for Knowledge Graph EmbeddingCode0
Node-based Knowledge Graph Contrastive Learning for Medical Relationship PredictionCode0
On the Complementary Nature of Knowledge Graph Embedding, Fine Grain Entity Types, and Language ModelingCode0
Optimal Embedding Guided Negative Sample Generation for Knowledge Graph Link PredictionCode0
Out-of-Vocabulary Entities in Link PredictionCode0
ParaGraphE: A Library for Parallel Knowledge Graph EmbeddingCode0
Predicting missing annotations in Gene Ontology with Knowledge Graph Embeddings and True Path RuleCode0
Prediction of Adverse Biological Effects of Chemicals Using Knowledge Graph EmbeddingsCode0
Probabilistic Logic Neural Networks for ReasoningCode0
QuatDE: Dynamic Quaternion Embedding for Knowledge Graph CompletionCode0
Quaternion Knowledge Graph EmbeddingsCode0
RDF-star2Vec: RDF-star Graph Embeddings for Data MiningCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1AcrEMRR0.82—Unverified