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Knowledge Graph Embedding

Papers

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Showing 251–300 of 467 papers

TitleStatusHype
Probabilistic Entity Representation Model for Reasoning over Knowledge GraphsCode1
Knowledge Sheaves: A Sheaf-Theoretic Framework for Knowledge Graph EmbeddingCode1
Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph RepresentationsCode1
Is There More Pattern in Knowledge Graph? Exploring Proximity Pattern for Knowledge Graph Embedding—0
Explaining Knowledge Graph Embedding via Latent Rule Learning—0
Why does Negative Sampling not Work Well? Analysis of Convexity in Negative Sampling—0
How Does Knowledge Graph Embedding Extrapolate to Unseen Data: A Semantic Evidence ViewCode1
Learning through structure: towards deep neuromorphic knowledge graph embeddingsCode1
Temporal Knowledge Graph Completion using Box EmbeddingsCode1
Demystifying Drug Repurposing Domain Comprehension with Knowledge Graph Embedding—0
DisenKGAT: Knowledge Graph Embedding with Disentangled Graph Attention NetworkCode1
HopfE: Knowledge Graph Representation Learning using Inverse Hopf FibrationsCode0
Hierarchical Latent Relation Modeling for Collaborative Metric LearningCode0
Embedding Signals on Knowledge Graphs with Unbalanced Diffusion Earth Mover's Distance—0
A Survey of Knowledge Graph Embedding and Their Applications—0
Exploiting Network Structures to Improve Semantic Representation for the Financial Domain—0
EchoEA: Echo Information between Entities and Relations for Entity AlignmentCode0
Trans4E: Link Prediction on Scholarly Knowledge Graphs—0
Bilinear Scoring Function Search for Knowledge Graph LearningCode1
Convolutional Hypercomplex Embeddings for Link PredictionCode0
Leveraging Static Models for Link Prediction in Temporal Knowledge Graphs—0
KGRefiner: Knowledge Graph Refinement for Improving Accuracy of Translational Link Prediction Methods—0
Behavioral Testing of Knowledge Graph Embedding Models for Link Prediction—0
Training like Playing: A Reinforcement Learning And Knowledge Graph-based framework for building Automatic Consultation System in Medical Field—0
Unified Interpretation of Softmax Cross-Entropy and Negative Sampling: With Case Study for Knowledge Graph EmbeddingCode0
Embedding Knowledge Graphs Attentive to Positional and Centrality QualitiesCode0
Out-of-Vocabulary Entities in Link PredictionCode0
QuatDE: Dynamic Quaternion Embedding for Knowledge Graph CompletionCode0
Learning Embeddings from Knowledge Graphs With Numeric Edge AttributesCode0
Understanding the Performance of Knowledge Graph Embeddings in Drug DiscoveryCode1
OntoEA: Ontology-guided Entity Alignment via Joint Knowledge Graph EmbeddingCode1
Differentially Private Federated Knowledge Graphs EmbeddingCode1
Improving Conversational Recommendation System by Pretraining on Billions Scale of Knowledge Graph—0
An Adversarial Transfer Network for Knowledge Representation LearningCode0
Question-Aware Memory Network for Multi-hop Question Answering in Human-Robot Interaction—0
Efficient Relation-aware Scoring Function Search for Knowledge Graph EmbeddingCode1
Efficient Non-Sampling Knowledge Graph EmbeddingCode1
Membership Inference Attacks on Knowledge Graphs—0
Multiple Run Ensemble Learning with Low-Dimensional Knowledge Graph EmbeddingsCode0
Highly Efficient Knowledge Graph Embedding Learning with Orthogonal Procrustes AnalysisCode1
KI-BERT: Infusing Knowledge Context for Better Language and Domain Understanding—0
Probabilistic Box Embeddings for Uncertain Knowledge Graph ReasoningCode1
RelWalk - A Latent Variable Model Approach to Knowledge Graph Embedding—0
Hyperbolic Geometry is Not Necessary: Lightweight Euclidean-Based Models for Low-Dimensional Knowledge Graph Embeddings—0
ChronoR: Rotation Based Temporal Knowledge Graph Embedding—0
LightCAKE: A Lightweight Framework for Context-Aware Knowledge Graph Embedding—0
Learning Visual Models using a Knowledge Graph as a Trainer—0
Knowledge Graph Embedding using Graph Convolutional Networks with Relation-Aware Attention—0
[Re] Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base EmbeddingsCode1
RelWalk A Latent Variable Model Approach to Knowledge Graph EmbeddingCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1AcrEMRR0.82—Unverified