| DisenE: Disentangling Knowledge Graph Embeddings | Oct 28, 2020 | Entity EmbeddingsGraph Embedding | —Unverified | 0 |
| MulDE: Multi-teacher Knowledge Distillation for Low-dimensional Knowledge Graph Embeddings | Oct 14, 2020 | Graph EmbeddingKnowledge Distillation | —Unverified | 0 |
| Motif Learning in Knowledge Graphs Using Trajectories Of Differential Equations | Oct 13, 2020 | Knowledge Graph EmbeddingsKnowledge Graphs | —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 |
| Knowledge Graph Embeddings in Geometric Algebras | Oct 2, 2020 | Knowledge Graph EmbeddingsKnowledge Graphs | —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 |
| More is not Always Better: The Negative Impact of A-box Materialization on RDF2vec Knowledge Graph Embeddings | Sep 1, 2020 | Knowledge Graph EmbeddingsKnowledge Graphs | CodeCode Available | 0 |
| Two Stages Approach for Tweet Engagement Prediction | Aug 24, 2020 | Knowledge Graph EmbeddingsPrediction | —Unverified | 0 |
| Adversarial Learning for Debiasing Knowledge Graph Embeddings | Jun 29, 2020 | AttributeKnowledge Graph Embeddings | —Unverified | 0 |
| 5* Knowledge Graph Embeddings with Projective Transformations | Jun 8, 2020 | Graph EmbeddingKnowledge Graph Completion | —Unverified | 0 |
| Unveiling Relations in the Industry 4.0 Standards Landscape based on Knowledge Graph Embeddings | Jun 3, 2020 | Knowledge Graph EmbeddingsKnowledge Graphs | CodeCode Available | 0 |
| Knowledge Graph Embeddings and Explainable AI | Apr 30, 2020 | Knowledge Graph Embeddings | —Unverified | 0 |
| Exploring the Combination of Contextual Word Embeddings and Knowledge Graph Embeddings | Apr 17, 2020 | Entity TypingKnowledge Graph Embeddings | —Unverified | 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 |
| KGvec2go -- Knowledge Graph Embeddings as a Service | Mar 9, 2020 | Knowledge Graph EmbeddingsKnowledge Graphs | —Unverified | 0 |
| An Evaluation of Knowledge Graph Embeddings for Autonomous Driving Data: Experience and Practice | Feb 29, 2020 | Autonomous DrivingKnowledge Graph Embeddings | —Unverified | 0 |
| End-to-End Entity Linking and Disambiguation leveraging Word and Knowledge Graph Embeddings | Feb 25, 2020 | Entity DisambiguationEntity Linking | —Unverified | 0 |
| GREG: A Global Level Relation Extraction with Knowledge Graph Embedding | Feb 10, 2020 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| A Physical Embedding Model for Knowledge Graphs | Jan 21, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |
| Measuring Social Bias in Knowledge Graph Embeddings | Dec 5, 2019 | Knowledge Graph EmbeddingsWord Embeddings | —Unverified | 0 |
| Pretrain-KGEs: Learning Knowledge Representation from Pretrained Models for Knowledge Graph Embeddings | Dec 1, 2019 | Knowledge Graph CompletionKnowledge Graph Embeddings | —Unverified | 0 |
| KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation | Nov 13, 2019 | Entity EmbeddingsEntity Typing | CodeCode Available | 0 |
| CaRe: Open Knowledge Graph Embeddings | Nov 1, 2019 | Knowledge Graph EmbeddingsKnowledge Graphs | —Unverified | 0 |
| InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions | Nov 1, 2019 | Knowledge Graph EmbeddingsKnowledge Graphs | CodeCode Available | 0 |
| A Survey on Knowledge Graph Embeddings with Literals: Which model links better Literal-ly? | Oct 28, 2019 | Entity LinkingKnowledge Graph Embeddings | —Unverified | 0 |
| Enriching BERT with Knowledge Graph Embeddings for Document Classification | Sep 18, 2019 | ClassificationDescriptive | CodeCode Available | 0 |
| Composing Knowledge Graph Embeddings via Word Embeddings | Sep 9, 2019 | Graph EmbeddingKnowledge Graph Completion | —Unverified | 0 |
| 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 |
| 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 |
| Towards Understanding the Geometry of Knowledge Graph Embeddings | Jul 1, 2018 | Knowledge Graph EmbeddingsKnowledge Graphs | CodeCode Available | 0 |
| Multimodal Named Entity Disambiguation for Noisy Social Media Posts | Jul 1, 2018 | Entity DisambiguationImage Captioning | —Unverified | 0 |