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Knowledge Graph Embedding

Papers

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Showing 201–225 of 467 papers

TitleStatusHype
Context-Dependent Anomaly Detection with Knowledge Graph Embedding Models—0
A Unified Framework for Rank-based Evaluation Metrics for Link Prediction in Knowledge GraphsCode3
ModulE: Module Embedding for Knowledge Graphs—0
LEMON: LanguagE ModeL for Negative Sampling of Knowledge Graph Embeddings—0
CAKE: A Scalable Commonsense-Aware Framework For Multi-View Knowledge Graph CompletionCode1
NeuralKG: An Open Source Library for Diverse Representation Learning of Knowledge GraphsCode2
MixKG: Mixing for harder negative samples in knowledge graph—0
HousE: Knowledge Graph Embedding with Householder ParameterizationCode1
STaR: Knowledge Graph Embedding by Scaling, Translation and Rotation—0
InterHT: Knowledge Graph Embeddings by Interaction between Head and Tail Entities—0
Rethinking Graph Convolutional Networks in Knowledge Graph CompletionCode1
Towards Loosely-Coupling Knowledge Graph Embeddings and Ontology-based Reasoning—0
Potential destination discovery for low predictability individuals based on knowledge graph—0
A Survey on Visual Transfer Learning using Knowledge Graphs—0
Faithiful Embeddings for EL++ Knowledge BasesCode0
Learning to Borrow– Relation Representation for Without-Mention Entity-Pairs for Knowledge Graph Completion—0
Reasoning Through Memorization: Nearest Neighbor Knowledge Graph EmbeddingsCode1
Multi-task Pre-training Language Model for Semantic Network CompletionCode0
Scaling Knowledge Graph Embedding Models—0
Stay Positive: Knowledge Graph Embedding Without Negative SamplingCode0
Swift and Sure: Hardness-aware Contrastive Learning for Low-dimensional Knowledge Graph Embeddings—0
Self-attention Presents Low-dimensional Knowledge Graph Embeddings for Link PredictionCode1
Two-view Graph Neural Networks for Knowledge Graph CompletionCode0
Knowledge Graph Embedding in E-commerce Applications: Attentive Reasoning, Explanations, and Transferable Rules—0
Implications of Topological Imbalance for Representation Learning on Biomedical Knowledge GraphsCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1AcrEMRR0.82—Unverified