| Comprehensive Analysis of Negative Sampling in Knowledge Graph Representation Learning | Jun 21, 2022 | Graph EmbeddingGraph Representation Learning | CodeCode Available | 0 |
| Confidence-aware Self-Semantic Distillation on Knowledge Graph Embedding | Jun 7, 2022 | Graph EmbeddingKnowledge Distillation | —Unverified | 0 |
| Introducing RezoJDM16k: a French KnowledgeGraph DataSet for Link Prediction | Jun 1, 2022 | 16kBenchmarking | —Unverified | 0 |
| Text-Based Automatic Personality Prediction Using KGrAt-Net; A Knowledge Graph Attention Network Classifier | May 27, 2022 | Graph AttentionGraph Embedding | CodeCode Available | 0 |
| KQGC: Knowledge Graph Embedding with Smoothing Effects of Graph Convolutions for Recommendation | May 23, 2022 | Entity EmbeddingsGraph Embedding | —Unverified | 0 |
| Relational representation learning with spike trains | May 18, 2022 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Kronecker Decomposition for Knowledge Graph Embeddings | May 13, 2022 | Graph EmbeddingHyperparameter Optimization | CodeCode Available | 1 |
| Explainable Knowledge Graph Embedding: Inference Reconciliation for Knowledge Inferences Supporting Robot Actions | May 4, 2022 | Decision MakingGraph Embedding | CodeCode Available | 0 |
| Wasserstein Adversarial Learning based Temporal Knowledge Graph Embedding | May 4, 2022 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| CogKGE: A Knowledge Graph Embedding Toolkit and Benchmark for Representing Multi-source and Heterogeneous Knowledge | May 1, 2022 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| Efficient Hyper-parameter Search for Knowledge Graph Embedding | May 1, 2022 | AutoMLGraph Embedding | CodeCode Available | 1 |
| Knowledge Graph Embedding by Adaptive Limit Scoring Loss Using Dynamic Weighting Strategy | May 1, 2022 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| On Masked Language Models for Contextual Link Prediction | May 1, 2022 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| PIE: a Parameter and Inference Efficient Solution for Large Scale Knowledge Graph Embedding Reasoning | Apr 29, 2022 | Entity TypingGraph Embedding | CodeCode Available | 1 |
| TranSHER: Translating Knowledge Graph Embedding with Hyper-Ellipsoidal Restriction | Apr 27, 2022 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 0 |
| Learning to Borrow -- Relation Representation for Without-Mention Entity-Pairs for Knowledge Graph Completion | Apr 27, 2022 | Entity EmbeddingsGraph Embedding | CodeCode Available | 0 |
| SpaceE: Knowledge Graph Embedding by Relational Linear Transformation in the Entity Space | Apr 21, 2022 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| TranS: Transition-based Knowledge Graph Embedding with Synthetic Relation Representation | Apr 18, 2022 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Temporal Knowledge Graph Reasoning with Low-rank and Model-agnostic Representations | Apr 10, 2022 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 1 |
| Walk this Way! Entity Walks and Property Walks for RDF2vec | Apr 5, 2022 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Augmenting Knowledge Graphs for Better Link Prediction | Mar 26, 2022 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |
| Improving Question Answering over Knowledge Graphs Using Graph Summarization | Mar 25, 2022 | Entity EmbeddingsGraph Embedding | —Unverified | 0 |
| Sequence-to-Sequence Knowledge Graph Completion and Question Answering | Mar 19, 2022 | DecoderGraph Embedding | CodeCode Available | 1 |
| ECOLA: Enhanced Temporal Knowledge Embeddings with Contextualized Language Representations | Mar 17, 2022 | Graph EmbeddingKnowledge Graph Completion | —Unverified | 0 |
| Knowledge Graph Embedding Methods for Entity Alignment: An Experimental Review | Mar 17, 2022 | AttributeEntity Alignment | CodeCode Available | 1 |
