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Knowledge Graph Embedding

Papers

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Showing 201–250 of 467 papers

TitleStatusHype
HaSa: Hardness and Structure-Aware Contrastive Knowledge Graph EmbeddingCode0
Modality-Aware Negative Sampling for Multi-modal Knowledge Graph EmbeddingCode0
Quantifying and Defending against Privacy Threats on Federated Knowledge Graph Embedding—0
Knowledge Graph Embedding with 3D Compound Geometric TransformationsCode0
Joint embedding in Hierarchical distance and semantic representation learning for link prediction—0
Farspredict: A benchmark dataset for link prediction—0
From Wide to Deep: Dimension Lifting Network for Parameter-efficient Knowledge Graph Embedding—0
Diversity matters: Robustness of bias measurements in WikidataCode0
Link Prediction with Attention Applied on Multiple Knowledge Graph Embedding Models—0
Meta-Learning Based Knowledge Extrapolation for Temporal Knowledge Graph—0
Improving (Dis)agreement Detection with Inductive Social Relation Information From Comment-Reply InteractionsCode0
PubGraph: A Large-Scale Scientific Knowledge Graph—0
Heterogeneous Federated Knowledge Graph Embedding Learning and Unlearning—0
Generalizing to Unseen Elements: A Survey on Knowledge Extrapolation for Knowledge Graphs—0
Using Knowledge Graphs for Performance Prediction of Modular Optimization Algorithms—0
Knowledge Acquisition and Completion for Long-Term Human-Robot Interactions using Knowledge Graph Embedding—0
Predicting missing annotations in Gene Ontology with Knowledge Graph Embeddings and True Path RuleCode0
Customizing Knowledge Graph Embedding to Improve Clinical Study Recommendation—0
Efficient Relation-aware Neighborhood Aggregation in Graph Neural Networks via Tensor DecompositionCode0
Analysis of Drug repurposing Knowledge graphs for Covid-19—0
Explaining Link Predictions in Knowledge Graph Embedding Models with Influential Examples—0
Knowledge Graph Contrastive Learning Based on Relation-Symmetrical Structure—0
A Unified Model for Video Understanding and Knowledge Embedding with Heterogeneous Knowledge Graph Dataset—0
Knowledge Graph Refinement based on Triplet BERT-NetworksCode0
Combining Contrastive Learning and Knowledge Graph Embeddings to develop medical word embeddings for the Italian language—0
DeepE: a deep neural network for knowledge graph embeddingCode0
Knowledge Graph Embedding: A Survey from the Perspective of Representation Spaces—0
Enhancing Patent Retrieval using Text and Knowledge Graph Embeddings: A Technical Note—0
Leveraging Wikidata's edit history in knowledge graph refinement tasksCode0
Modelling Multi-relations for Convolutional-based Knowledge Graph Embedding—0
Using Graph Algorithms to Pretrain Graph Completion Transformers—0
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
RotateCT: Knowledge Graph Embedding by Rotation and Coordinate Transformation in Complex Space—0
Learning Hierarchy-Aware Quaternion Knowledge Graph Embeddings with Representing Relations as 3D RotationsCode0
Decoupling Mixture-of-Graphs: Unseen Relational Learning for Knowledge Graph Completion by Fusing Ontology and Textual Experts—0
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
ProjB: An Improved Bilinear Biased ProjE model for Knowledge Graph Completion—0
Integrating Knowledge Graph embedding and pretrained Language Models in Hypercomplex SpacesCode0
CompoundE: Knowledge Graph Embedding with Translation, Rotation and Scaling Compound Operations—0
Neural Networks in a Product of Hyperbolic Spaces—0
Learning to Borrow– Relation Representation for Without-Mention Entity-Pairs for Knowledge Graph CompletionCode0
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
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1AcrEMRR0.82—Unverified