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Knowledge Graph Embedding

Papers

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Showing 301–350 of 467 papers

TitleStatusHype
Continual Learning of Knowledge Graph EmbeddingsCode1
Discrete Knowledge Graph Embedding based on Discrete Optimization—0
MöbiusE: Knowledge Graph Embedding on Möbius Ring—0
Hop-Hop Relation-aware Graph Neural Networks—0
Unify Local and Global Information for Top-N RecommendationCode0
Biomedical Knowledge Graph Refinement with Embedding and Logic Rules—0
AprilE: Attention with Pseudo Residual Connection for Knowledge Graph Embedding—0
TR at SemEval-2020 Task 4: Exploring the Limits of Language-model-based Common Sense Validation—0
Association Rules Enhanced Knowledge Graph Attention Network—0
A Survey on Recent Advances in Sequence Labeling from Deep Learning Models—0
PairRE: Knowledge Graph Embeddings via Paired Relation VectorsCode1
Runtime Performances Benchmark for Knowledge Graph Embedding Methods—0
Pretrain-KGE: Learning Knowledge Representation from Pretrained Language Models—0
A Greedy Bit-flip Training Algorithm for Binarized Knowledge Graph Embeddings—0
H2KGAT: Hierarchical Hyperbolic Knowledge Graph Attention Network—0
Learning Physical Common Sense as Knowledge Graph Completion via BERT Data Augmentation and Constrained Tucker Factorization—0
DisenE: Disentangling Knowledge Graph Embeddings—0
A Survey of Embedding Space Alignment Methods for Language and Knowledge Graphs—0
FedE: Embedding Knowledge Graphs in Federated SettingCode1
Efficient, Simple and Automated Negative Sampling for Knowledge Graph EmbeddingCode1
Knowledge Graph Embedding with Atrous Convolution and Residual LearningCode0
TeX-Graph: Coupled tensor-matrix knowledge-graph embedding for COVID-19 drug repurposing—0
MulDE: Multi-teacher Knowledge Distillation for Low-dimensional Knowledge Graph Embeddings—0
On the Complementary Nature of Knowledge Graph Embedding, Fine Grain Entity Types, and Language ModelingCode0
Explaining Neural Matrix Factorization with Gradient RollbackCode1
TeRo: A Time-aware Knowledge Graph Embedding via Temporal RotationCode1
LibKGE - A knowledge graph embedding library for reproducible researchCode1
Multi-Relational Embedding for Knowledge Graph Representation and AnalysisCode1
Inductively Representing Out-of-Knowledge-Graph Entities by Optimal Estimation Under Translational AssumptionsCode0
AutoETER: Automated Entity Type Representation for Knowledge Graph Embedding—0
A Hybrid Model for Learning Embeddings and Logical Rules Simultaneously from Knowledge Graphs—0
RDF2Vec Light -- A Lightweight Approach for Knowledge Graph EmbeddingsCode1
DualDE: Dually Distilling Knowledge Graph Embedding for Faster and Cheaper Reasoning—0
Learning semantic Image attributes using Image recognition and knowledge graph embeddings—0
TorchKGE: Knowledge Graph Embedding in Python and PyTorchCode1
NASE: Learning Knowledge Graph Embedding for Link Prediction via Neural Architecture SearchCode0
Commonsense Knowledge Graph Reasoning by Selection or Generation? Why?—0
Quaternion Graph Neural NetworksCode1
DensE: An Enhanced Non-commutative Representation for Knowledge Graph Embedding with Adaptive Semantic HierarchyCode0
PyKEEN 1.0: A Python Library for Training and Evaluating Knowledge Graph EmbeddingsCode2
Time-aware Graph Embedding: A temporal smoothness and task-oriented approach—0
Jointly Non-Sampling Learning for Knowledge Graph Enhanced RecommendationCode1
Knowledge Graph Embedding Compression—0
Can We Predict New Facts with Open Knowledge Graph Embeddings? A Benchmark for Open Link PredictionCode1
ReInceptionE: Relation-Aware Inception Network with Joint Local-Global Structural Information for Knowledge Graph Embedding—0
Multi-Partition Embedding Interaction with Block Term Format for Knowledge Graph CompletionCode1
Benchmark and Best Practices for Biomedical Knowledge Graph EmbeddingsCode1
Bringing Light Into the Dark: A Large-scale Evaluation of Knowledge Graph Embedding Models Under a Unified FrameworkCode2
Knowledge Embedding Based Graph Convolutional NetworkCode1
DFraud3- Multi-Component Fraud Detection freeof Cold-start—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1AcrEMRR0.82—Unverified