| HyperKG: Hyperbolic Knowledge Graph Embeddings for Knowledge Base Completion | Aug 14, 2019 | Knowledge Base CompletionKnowledge Graph Embeddings | —Unverified | 0 |
| Drug-Drug Interaction Prediction Based on Knowledge Graph Embeddings and Convolutional-LSTM Network | Aug 4, 2019 | BIG-bench Machine LearningKnowledge Graph Embeddings | CodeCode Available | 0 |
| Linking Physicians to Medical Research Results via Knowledge Graph Embeddings and Twitter | Jul 24, 2019 | Knowledge Graph Embeddings | —Unverified | 0 |
| Adaptive Margin Ranking Loss for Knowledge Graph Embeddings via a Correntropy Objective Function | Jul 9, 2019 | Knowledge Graph EmbeddingsKnowledge Graphs | —Unverified | 0 |
| Augmenting and Tuning Knowledge Graph Embeddings | Jul 1, 2019 | Knowledge Graph EmbeddingsKnowledge Graphs | CodeCode Available | 0 |
| Neural Variational Inference For Estimating Uncertainty in Knowledge Graph Embeddings | Jun 12, 2019 | Knowledge Graph EmbeddingsKnowledge Graphs | CodeCode Available | 0 |
| Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs | Jun 4, 2019 | Knowledge Base CompletionKnowledge Graph Completion | CodeCode Available | 0 |
| Relation Embedding with Dihedral Group in Knowledge Graph | Jun 3, 2019 | Knowledge Graph EmbeddingsLink Prediction | —Unverified | 0 |
| Quaternion Knowledge Graph Embeddings | Apr 23, 2019 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 0 |
| Long-tail Relation Extraction via Knowledge Graph Embeddings and Graph Convolution Networks | Mar 4, 2019 | Knowledge Graph EmbeddingsRelation | —Unverified | 0 |
| Binarized Knowledge Graph Embeddings | Feb 8, 2019 | Knowledge Graph CompletionKnowledge Graph Embeddings | CodeCode Available | 0 |
| Overcoming low-utility facets for complex answer retrieval | Nov 21, 2018 | Knowledge Graph EmbeddingsRetrieval | —Unverified | 0 |
| MOHONE: Modeling Higher Order Network Effects in KnowledgeGraphs via Network Infused Embeddings | Nov 1, 2018 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| DOLORES: Deep Contextualized Knowledge Graph Embeddings | Oct 31, 2018 | Knowledge Graph EmbeddingsKnowledge Graphs | —Unverified | 0 |
| Modelling Salient Features as Directions in Fine-Tuned Semantic Spaces | Oct 1, 2018 | Knowledge Graph EmbeddingsRecommendation Systems | CodeCode Available | 0 |
| Probabilistic Knowledge Graph Embeddings | Sep 27, 2018 | Knowledge Graph EmbeddingsKnowledge Graphs | —Unverified | 0 |
| Multi-Hop Knowledge Graph Reasoning with Reward Shaping | Aug 31, 2018 | Knowledge Graph EmbeddingsKnowledge Graphs | CodeCode Available | 1 |
| Recommendation Through Mixtures of Heterogeneous Item Relationships | Aug 29, 2018 | Knowledge Graph EmbeddingsRecommendation Systems | CodeCode Available | 0 |
| Hypernetwork Knowledge Graph Embeddings | Aug 21, 2018 | Knowledge Graph EmbeddingsKnowledge Graphs | CodeCode Available | 0 |
| Seq2RDF: An end-to-end application for deriving Triples from Natural Language Text | Jul 4, 2018 | DecoderKnowledge Graph Embeddings | CodeCode Available | 0 |
| Multimodal Named Entity Disambiguation for Noisy Social Media Posts | Jul 1, 2018 | Entity DisambiguationImage Captioning | —Unverified | 0 |
| Towards Understanding the Geometry of Knowledge Graph Embeddings | Jul 1, 2018 | Knowledge Graph EmbeddingsKnowledge Graphs | CodeCode Available | 0 |
| Embedding Models for Episodic Knowledge Graphs | Jun 30, 2018 | Inductive LearningKnowledge Graph Embeddings | —Unverified | 0 |
| Knowledge-Based Distant Regularization in Learning Probabilistic Models | Jun 29, 2018 | Inductive BiasKnowledge Graph Embeddings | —Unverified | 0 |
| KG^2: Learning to Reason Science Exam Questions with Contextual Knowledge Graph Embeddings | May 31, 2018 | AI2 Reasoning ChallengeARC | —Unverified | 0 |
