| Editing Language Model-based Knowledge Graph Embeddings | Jan 25, 2023 | EDIT Taskknowledge editing | CodeCode Available | 2 |
| LambdaKG: A Library for Pre-trained Language Model-Based Knowledge Graph Embeddings | Oct 1, 2022 | Graph Representation LearningKnowledge Graph Completion | CodeCode Available | 2 |
| Contextual Semantic Embeddings for Ontology Subsumption Prediction | Feb 20, 2022 | Knowledge Graph EmbeddingsLanguage Modeling | CodeCode Available | 2 |
| PyKEEN 1.0: A Python Library for Training and Evaluating Knowledge Graph Embeddings | Jul 28, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 2 |
| The KEEN Universe: An Ecosystem for Knowledge Graph Embeddings with a Focus on Reproducibility and Transferability | Jan 28, 2020 | BIG-bench Machine LearningFact Checking | CodeCode Available | 2 |
| MEG: Medical Knowledge-Augmented Large Language Models for Question Answering | Nov 6, 2024 | Knowledge Graph EmbeddingsMultiple-choice | CodeCode Available | 1 |
| KnowLA: Enhancing Parameter-efficient Finetuning with Knowledgeable Adaptation | Mar 22, 2024 | Knowledge Graph EmbeddingsKnowledge Graphs | CodeCode Available | 1 |
| Pre-training and Diagnosing Knowledge Base Completion Models | Jan 27, 2024 | General KnowledgeKnowledge Base Completion | CodeCode Available | 1 |
| Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment | Jul 30, 2023 | BenchmarkingEntity Alignment | CodeCode Available | 1 |
| Schema First! Learn Versatile Knowledge Graph Embeddings by Capturing Semantics with MASCHInE | Jun 6, 2023 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| How to Turn Your Knowledge Graph Embeddings into Generative Models | May 25, 2023 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| FedHGN: A Federated Framework for Heterogeneous Graph Neural Networks | May 16, 2023 | Graph LearningKnowledge Graph Embeddings | CodeCode Available | 1 |
| Complex Hyperbolic Knowledge Graph Embeddings with Fast Fourier Transform | Nov 7, 2022 | Knowledge Graph Embeddings | CodeCode Available | 1 |
| Adversarial Robustness of Representation Learning for Knowledge Graphs | Sep 30, 2022 | Adversarial RobustnessData Poisoning | CodeCode Available | 1 |
| KRACL: Contrastive Learning with Graph Context Modeling for Sparse Knowledge Graph Completion | Aug 16, 2022 | Contrastive LearningKnowledge Graph Completion | CodeCode Available | 1 |
| μKG: A Library for Multi-source Knowledge Graph Embeddings and Applications | Jul 23, 2022 | Entity AlignmentEntity Typing | CodeCode Available | 1 |
| Hardware-agnostic Computation for Large-scale Knowledge Graph Embeddings | Jul 18, 2022 | Continual LearningGraph Embedding | CodeCode Available | 1 |
| The DLCC Node Classification Benchmark for Analyzing Knowledge Graph Embeddings | Jul 13, 2022 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| Start Small, Think Big: On Hyperparameter Optimization for Large-Scale Knowledge Graph Embeddings | Jul 11, 2022 | Graph EmbeddingHyperparameter Optimization | CodeCode Available | 1 |
| Geometry Interaction Knowledge Graph Embeddings | Jun 24, 2022 | Knowledge Graph CompletionKnowledge Graph Embeddings | CodeCode Available | 1 |
| CascadER: Cross-Modal Cascading for Knowledge Graph Link Prediction | May 16, 2022 | Information RetrievalKnowledge Graph Embeddings | CodeCode Available | 1 |
| Kronecker Decomposition for Knowledge Graph Embeddings | May 13, 2022 | Graph EmbeddingHyperparameter Optimization | CodeCode Available | 1 |
| A Knowledge Graph Embeddings based Approach for Author Name Disambiguation using Literals | Jan 24, 2022 | ArticlesBlocking | CodeCode Available | 1 |
| Reasoning Through Memorization: Nearest Neighbor Knowledge Graph Embeddings | Jan 14, 2022 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| Self-attention Presents Low-dimensional Knowledge Graph Embeddings for Link Prediction | Dec 20, 2021 | Knowledge Graph CompletionKnowledge Graph Embedding | CodeCode Available | 1 |
