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Knowledge Graph Embedding

Papers

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Showing 51–100 of 467 papers

TitleStatusHype
KG-FIT: Knowledge Graph Fine-Tuning Upon Open-World KnowledgeCode2
Harmonizing Human Insights and AI Precision: Hand in Hand for Advancing Knowledge Graph Task—0
Generalizing Knowledge Graph Embedding with Universal Orthogonal ParameterizationCode1
Untargeted Adversarial Attack on Knowledge Graph Embeddings—0
Towards Continual Knowledge Graph Embedding via Incremental DistillationCode1
Arbitrary Time Information Modeling via Polynomial Approximation for Temporal Knowledge Graph EmbeddingCode0
SpherE: Expressive and Interpretable Knowledge Graph Embedding for Set RetrievalCode0
CausalLP: Learning causal relations with weighted knowledge graph link predictionCode0
Sharing Parameter by Conjugation for Knowledge Graph Embeddings in Complex SpaceCode0
Survey on Embedding Models for Knowledge Graph and its Applications—0
Mitigating Heterogeneity among Factor Tensors via Lie Group Manifolds for Tensor Decomposition Based Temporal Knowledge Graph EmbeddingCode0
KGExplainer: Towards Exploring Connected Subgraph Explanations for Knowledge Graph Completion—0
Open Knowledge Base Canonicalization with Multi-task Learning—0
Structural Positional Encoding for knowledge integration in transformer-based medical process monitoringCode0
Negative Sampling in Knowledge Graph Representation Learning: A Review—0
EntailE: Introducing Textual Entailment in Commonsense Knowledge Graph Completion—0
MQuinE: a cure for "Z-paradox" in knowledge graph embedding models—0
Edge-Enabled Anomaly Detection and Information Completion for Social Network Knowledge Graphs—0
Block-Diagonal Orthogonal Relation and Matrix Entity for Knowledge Graph EmbeddingCode0
RDF-star2Vec: RDF-star Graph Embeddings for Data MiningCode0
Do Similar Entities have Similar Embeddings?Code0
Location Sensitive Embedding for Knowledge Graph Reasoning—0
Rule-Guided Joint Embedding Learning over Knowledge Graphs—0
VEXIR2Vec: An Architecture-Neutral Embedding Framework for Binary SimilarityCode2
Zero-Shot Medical Information Retrieval via Knowledge Graph Embedding—0
Open Knowledge Base Canonicalization with Multi-task Unlearning—0
Universal Knowledge Graph EmbeddingsCode0
A Study on Knowledge Graph Embeddings and Graph Neural Networks for Web Of ThingsCode0
Node-based Knowledge Graph Contrastive Learning for Medical Relationship PredictionCode0
Negative Sampling with Adaptive Denoising Mixup for Knowledge Graph EmbeddingCode0
Relation-aware Ensemble Learning for Knowledge Graph EmbeddingCode1
Incorporating Domain Knowledge Graph into Multimodal Movie Genre Classification with Self-Supervised Attention and Contrastive LearningCode0
Contextualized Structural Self-supervised Learning for Ontology MatchingCode0
Knowledge Graph Embedding: An Overview—0
Model-based Subsampling for Knowledge Graph CompletionCode0
Extending Transductive Knowledge Graph Embedding Models for Inductive Logical Relational InferenceCode0
Companion Animal Disease Diagnostics based on Literal-aware Medical Knowledge Graph Representation LearningCode0
Development of a Knowledge Graph Embeddings Model for PainCode0
A Comprehensive Study on Knowledge Graph Embedding over Relational Patterns Based on Rule LearningCode1
RECipe: Does a Multi-Modal Recipe Knowledge Graph Fit a Multi-Purpose Recommendation System?—0
Biomedical Knowledge Graph Embeddings with Negative StatementsCode0
Literal-Aware Knowledge Graph Embedding for Welding Quality Monitoring: A Bosch Case—0
Fast Knowledge Graph Completion using Graphics Processing Units—0
CausE: Towards Causal Knowledge Graph EmbeddingCode1
IntelliGraphs: Datasets for Benchmarking Knowledge Graph GenerationCode1
Improving Heterogeneous Graph Learning with Weighted Mixed-Curvature Product ManifoldCode0
TransERR: Translation-based Knowledge Graph Embedding via Efficient Relation RotationCode1
A Decade of Scholarly Research on Open Knowledge GraphsCode0
TuckerDNCaching: high-quality negative sampling with tucker decompositionCode0
Contextual Dictionary Lookup for Knowledge Graph Completion—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1AcrEMRR0.82—Unverified