| Benchmark and Best Practices for Biomedical Knowledge Graph Embeddings | Jun 24, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 | 5 |
| HittER: Hierarchical Transformers for Knowledge Graph Embeddings | Aug 28, 2020 | Knowledge Graph EmbeddingsLink Prediction | CodeCode Available | 1 | 5 |
| Continual Learning of Knowledge Graph Embeddings | Jan 14, 2021 | Continual LearningGraph Embedding | CodeCode Available | 1 | 5 |
| A Knowledge Graph Embeddings based Approach for Author Name Disambiguation using Literals | Jan 24, 2022 | ArticlesBlocking | CodeCode Available | 1 | 5 |
| NuPS: A Parameter Server for Machine Learning with Non-Uniform Parameter Access | Apr 1, 2021 | BIG-bench Machine LearningKnowledge Graph Embeddings | CodeCode Available | 1 | 5 |
| μKG: A Library for Multi-source Knowledge Graph Embeddings and Applications | Jul 23, 2022 | Entity AlignmentEntity Typing | CodeCode Available | 1 | 5 |
| Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations | Oct 6, 2021 | Graph Representation LearningKnowledge Base Completion | CodeCode Available | 1 | 5 |
| DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning | Jul 20, 2017 | DiversityGraph Embedding | CodeCode Available | 0 | 5 |
| Analysis of the Impact of Negative Sampling on Link Prediction in Knowledge Graphs | Aug 22, 2017 | Knowledge Graph EmbeddingsKnowledge Graphs | CodeCode Available | 0 | 5 |
| Biomedical Knowledge Graph Embeddings with Negative Statements | Aug 7, 2023 | Graph EmbeddingGraph Representation Learning | CodeCode Available | 0 | 5 |
| Recommendation Through Mixtures of Heterogeneous Item Relationships | Aug 29, 2018 | Knowledge Graph EmbeddingsRecommendation Systems | CodeCode Available | 0 | 5 |
| Counterfactual Reasoning with Knowledge Graph Embeddings | Mar 11, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 | 5 |
| Corporate Fraud Detection in Rich-yet-Noisy Financial Graph | Feb 26, 2025 | Fraud DetectionKnowledge Graph Embeddings | CodeCode Available | 0 | 5 |
| Binarized Knowledge Graph Embeddings | Feb 8, 2019 | Knowledge Graph CompletionKnowledge Graph Embeddings | CodeCode Available | 0 | 5 |
| RDF-star2Vec: RDF-star Graph Embeddings for Data Mining | Dec 25, 2023 | BenchmarkingGraph Embedding | CodeCode Available | 0 | 5 |
| QubitE: Qubit Embedding for Knowledge Graph Completion | Nov 16, 2021 | Complex Query AnsweringKnowledge Graph Completion | CodeCode Available | 0 | 5 |
| Augmenting and Tuning Knowledge Graph Embeddings | Jul 1, 2019 | Knowledge Graph EmbeddingsKnowledge Graphs | CodeCode Available | 0 | 5 |
| Predicting missing annotations in Gene Ontology with Knowledge Graph Embeddings and True Path Rule | Jan 1, 2023 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 | 5 |
| A Systematic Evaluation of Knowledge Graph Embeddings for Gene-Disease Association Prediction | Apr 11, 2025 | Knowledge Graph EmbeddingsKnowledge Graphs | CodeCode Available | 0 | 5 |
| Prediction of Adverse Biological Effects of Chemicals Using Knowledge Graph Embeddings | Dec 8, 2021 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 | 5 |
| Quaternion Knowledge Graph Embeddings | Apr 23, 2019 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 0 | 5 |
| RelWalk A Latent Variable Model Approach to Knowledge Graph Embedding | Jan 25, 2021 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Neural Variational Inference For Estimating Uncertainty in Knowledge Graph Embeddings | Jun 12, 2019 | Knowledge Graph EmbeddingsKnowledge Graphs | CodeCode Available | 0 | 5 |
| Ontology Matching Through Absolute Orientation of Embedding Spaces | Apr 8, 2022 | Knowledge Graph EmbeddingsOntology Matching | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Modelling Salient Features as Directions in Fine-Tuned Semantic Spaces | Oct 1, 2018 | Knowledge Graph EmbeddingsRecommendation Systems | CodeCode Available | 0 | 5 |
| Multilingual Knowledge Graph Embeddings for Cross-lingual Knowledge Alignment | Nov 12, 2016 | Entity AlignmentKnowledge Graph Embeddings | CodeCode Available | 0 | 5 |
| OWL2Vec4OA: Tailoring Knowledge Graph Embeddings for Ontology Alignment | Aug 12, 2024 | Knowledge Graph EmbeddingsOntology Embedding | CodeCode Available | 0 | 5 |
| Towards Efficient Methods in Medical Question Answering using Knowledge Graph Embeddings | Jan 15, 2024 | Knowledge Graph EmbeddingsKnowledge Graphs | CodeCode Available | 0 | 5 |
| Linked Papers With Code: The Latest in Machine Learning as an RDF Knowledge Graph | Oct 31, 2023 | Knowledge Graph Embeddings | CodeCode Available | 0 | 5 |
| Enriching BERT with Knowledge Graph Embeddings for Document Classification | Sep 18, 2019 | ClassificationDescriptive | CodeCode Available | 0 | 5 |
| Learning Entity and Relation Embeddings for Knowledge Graph Completion | Jan 25, 2015 | Knowledge Graph CompletionKnowledge Graph Embeddings | CodeCode Available | 0 | 5 |
| Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs | Jun 4, 2019 | Knowledge Base CompletionKnowledge Graph Completion | CodeCode Available | 0 | 5 |
| Expeditious Generation of Knowledge Graph Embeddings | Mar 21, 2018 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 0 | 5 |
| A Study on Knowledge Graph Embeddings and Graph Neural Networks for Web Of Things | Oct 23, 2023 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 | 5 |
| Explainable Representations for Relation Prediction in Knowledge Graphs | Jun 22, 2023 | Knowledge Graph EmbeddingsKnowledge Graphs | CodeCode Available | 0 | 5 |
| Learning Hierarchy-Aware Quaternion Knowledge Graph Embeddings with Representing Relations as 3D Rotations | Oct 1, 2022 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 0 | 5 |
| KGTN-ens: Few-Shot Image Classification with Knowledge Graph Ensembles | Nov 6, 2022 | Few-Shot Image Classificationimage-classification | CodeCode Available | 0 | 5 |
| Cardinality Estimation over Knowledge Graphs with Embeddings and Graph Neural Networks | Mar 2, 2023 | Knowledge Graph EmbeddingsKnowledge Graphs | CodeCode Available | 0 | 5 |
| Multiple Run Ensemble Learning with Low-Dimensional Knowledge Graph Embeddings | Apr 11, 2021 | Ensemble LearningGraph Embedding | CodeCode Available | 0 | 5 |
| KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation | Nov 13, 2019 | Entity EmbeddingsEntity Typing | CodeCode Available | 0 | 5 |
| A Semantic Partitioning Method for Large-Scale Training of Knowledge Graph Embeddings | Jan 8, 2025 | Knowledge Graph EmbeddingsKnowledge Graphs | CodeCode Available | 0 | 5 |
| Fast Linear Model for Knowledge Graph Embeddings | Oct 30, 2017 | General ClassificationKnowledge Base Completion | CodeCode Available | 0 | 5 |
| HaSa: Hardness and Structure-Aware Contrastive Knowledge Graph Embedding | May 17, 2023 | Contrastive LearningGraph Embedding | CodeCode Available | 0 | 5 |
| Jointly Learning Propagating Features on the Knowledge Graph for Movie Recommendation | Aug 22, 2022 | Knowledge Graph EmbeddingsKnowledge Graphs | CodeCode Available | 0 | 5 |
| InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions | Nov 1, 2019 | Knowledge Graph EmbeddingsKnowledge Graphs | CodeCode Available | 0 | 5 |
| KBGAN: Adversarial Learning for Knowledge Graph Embeddings | Nov 11, 2017 | Graph EmbeddingKnowledge Base Completion | CodeCode Available | 0 | 5 |
| Knowledge Graph Embeddings in the Biomedical Domain: Are They Useful? A Look at Link Prediction, Rule Learning, and Downstream Polypharmacy Tasks | May 31, 2023 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 | 5 |
| Hyperbolic Hierarchical Knowledge Graph Embeddings for Link Prediction in Low Dimensions | Apr 28, 2022 | Knowledge Graph EmbeddingsKnowledge Graphs | CodeCode Available | 0 | 5 |
