| A Greedy Bit-flip Training Algorithm for Binarized Knowledge Graph Embeddings | Nov 1, 2020 | Graph EmbeddingKnowledge Graph Completion | —Unverified | 0 |
| DisenE: Disentangling Knowledge Graph Embeddings | Oct 28, 2020 | Entity EmbeddingsGraph Embedding | —Unverified | 0 |
| A Survey of Embedding Space Alignment Methods for Language and Knowledge Graphs | Oct 26, 2020 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Knowledge Graph Embedding with Atrous Convolution and Residual Learning | Oct 23, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |
| TeX-Graph: Coupled tensor-matrix knowledge-graph embedding for COVID-19 drug repurposing | Oct 22, 2020 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| MulDE: Multi-teacher Knowledge Distillation for Low-dimensional Knowledge Graph Embeddings | Oct 14, 2020 | Graph EmbeddingKnowledge Distillation | —Unverified | 0 |
| On the Complementary Nature of Knowledge Graph Embedding, Fine Grain Entity Types, and Language Modeling | Oct 12, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |
| Inductively Representing Out-of-Knowledge-Graph Entities by Optimal Estimation Under Translational Assumptions | Sep 27, 2020 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 0 |
| AutoETER: Automated Entity Type Representation for Knowledge Graph Embedding | Sep 25, 2020 | ClusteringGraph Embedding | —Unverified | 0 |
| A Hybrid Model for Learning Embeddings and Logical Rules Simultaneously from Knowledge Graphs | Sep 22, 2020 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| DualDE: Dually Distilling Knowledge Graph Embedding for Faster and Cheaper Reasoning | Sep 13, 2020 | Graph EmbeddingKnowledge Distillation | —Unverified | 0 |
| Learning semantic Image attributes using Image recognition and knowledge graph embeddings | Sep 12, 2020 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| NASE: Learning Knowledge Graph Embedding for Link Prediction via Neural Architecture Search | Aug 18, 2020 | AutoMLGraph Embedding | CodeCode Available | 0 |
| Commonsense Knowledge Graph Reasoning by Selection or Generation? Why? | Aug 13, 2020 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| DensE: An Enhanced Non-commutative Representation for Knowledge Graph Embedding with Adaptive Semantic Hierarchy | Aug 11, 2020 | Computational EfficiencyEntity Embeddings | CodeCode Available | 0 |
| Time-aware Graph Embedding: A temporal smoothness and task-oriented approach | Jul 22, 2020 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Knowledge Graph Embedding Compression | Jul 1, 2020 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| ReInceptionE: Relation-Aware Inception Network with Joint Local-Global Structural Information for Knowledge Graph Embedding | Jul 1, 2020 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| DFraud3- Multi-Component Fraud Detection freeof Cold-start | Jun 10, 2020 | Component ClassificationFraud Detection | —Unverified | 0 |
| 5* Knowledge Graph Embeddings with Projective Transformations | Jun 8, 2020 | Graph EmbeddingKnowledge Graph Completion | —Unverified | 0 |
| Relational Learning Analysis of Social Politics using Knowledge Graph Embedding | Jun 2, 2020 | ClusteringGraph Embedding | —Unverified | 0 |
| NagE: Non-Abelian Group Embedding for Knowledge Graphs | May 22, 2020 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Knowledge Base Completion: Baseline strikes back (Again) | May 2, 2020 | AllKnowledge Base Completion | CodeCode Available | 0 |
| Drug-Drug Interaction Prediction with Wasserstein Adversarial Autoencoder-based Knowledge Graph Embeddings | Apr 15, 2020 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Evaluating the Calibration of Knowledge Graph Embeddings for Trustworthy Link Prediction | Apr 2, 2020 | Graph EmbeddingKnowledge Graph Completion | —Unverified | 0 |
| GREG: A Global Level Relation Extraction with Knowledge Graph Embedding | Feb 10, 2020 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Relation Embedding for Personalised POI Recommendation | Feb 9, 2020 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| A Physical Embedding Model for Knowledge Graphs | Jan 21, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |
| Knowledge Graph Embedding via Graph Attenuated Attention Networks | Dec 31, 2019 | Graph EmbeddingKnowledge Base Completion | —Unverified | 0 |
| Probability Calibration for Knowledge Graph Embedding Models | Dec 20, 2019 | Calibration for Link PredictionGraph Embedding | CodeCode Available | 0 |
| Product Knowledge Graph Embedding for E-commerce | Nov 28, 2019 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Joint Embedding Learning of Educational Knowledge Graphs | Nov 20, 2019 | General Knowledgegraph construction | —Unverified | 0 |
| Decompressing Knowledge Graph Representations for Link Prediction | Nov 11, 2019 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |
| Orthogonal Relation Transforms with Graph Context Modeling for Knowledge Graph Embedding | Nov 9, 2019 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| CoKE: Contextualized Knowledge Graph Embedding | Nov 6, 2019 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |
| Hierarchical Attentive Knowledge Graph Embedding for Personalized Recommendation | Oct 18, 2019 | Graph EmbeddingGraph Neural Network | —Unverified | 0 |
| Efficiently Embedding Dynamic Knowledge Graphs | Oct 15, 2019 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Learning High-order Structural and Attribute information by Knowledge Graph Attention Networks for Enhancing Knowledge Graph Embedding | Oct 9, 2019 | AttributeGraph Attention | —Unverified | 0 |
| NoiGAN: NOISE AWARE KNOWLEDGE GRAPH EMBEDDING WITH GAN | Sep 25, 2019 | Graph EmbeddingKnowledge Graph Completion | —Unverified | 0 |
| Toward Understanding The Effect of Loss Function on The Performance of Knowledge Graph Embedding | Sep 25, 2019 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| A Group-Theoretic Framework for Knowledge Graph Embedding | Sep 25, 2019 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Knowledge Graph Embedding: A Probabilistic Perspective and Generalization Bounds | Sep 25, 2019 | Generalization BoundsGraph Embedding | —Unverified | 0 |
| Group Representation Theory for Knowledge Graph Embedding | Sep 11, 2019 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Composing Knowledge Graph Embeddings via Word Embeddings | Sep 9, 2019 | Graph EmbeddingKnowledge Graph Completion | —Unverified | 0 |
| Structured Query Construction via Knowledge Graph Embedding | Sep 6, 2019 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| A Non-commutative Bilinear Model for Answering Path Queries in Knowledge Graphs | Sep 4, 2019 | Computational EfficiencyGraph Embedding | —Unverified | 0 |
| Toward Understanding The Effect Of Loss function On Then Performance Of Knowledge Graph Embedding | Sep 2, 2019 | Graph EmbeddingKnowledge Graph Completion | —Unverified | 0 |
| Bayes EMbedding (BEM): Refining Representation by Integrating Knowledge Graphs and Behavior-specific Networks | Aug 28, 2019 | General ClassificationGraph Embedding | CodeCode Available | 0 |
| LogicENN: A Neural Based Knowledge Graphs Embedding Model with Logical Rules | Aug 20, 2019 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| A Relational Memory-based Embedding Model for Triple Classification and Search Personalization | Jul 13, 2019 | DecoderGeneral Classification | CodeCode Available | 0 |