| Continual Learning of Knowledge Graph Embeddings | Jan 14, 2021 | Continual LearningGraph Embedding | CodeCode Available | 1 |
| Discrete Knowledge Graph Embedding based on Discrete Optimization | Jan 13, 2021 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| MöbiusE: Knowledge Graph Embedding on Möbius Ring | Jan 7, 2021 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Hop-Hop Relation-aware Graph Neural Networks | Dec 21, 2020 | Graph EmbeddingGraph Neural Network | —Unverified | 0 |
| Unify Local and Global Information for Top-N Recommendation | Dec 3, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |
| Biomedical Knowledge Graph Refinement with Embedding and Logic Rules | Dec 2, 2020 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| AprilE: Attention with Pseudo Residual Connection for Knowledge Graph Embedding | Dec 1, 2020 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| TR at SemEval-2020 Task 4: Exploring the Limits of Language-model-based Common Sense Validation | Dec 1, 2020 | Common Sense ReasoningGraph Embedding | —Unverified | 0 |
| Association Rules Enhanced Knowledge Graph Attention Network | Nov 14, 2020 | Graph AttentionGraph Embedding | —Unverified | 0 |
| A Survey on Recent Advances in Sequence Labeling from Deep Learning Models | Nov 13, 2020 | ChunkingGraph Embedding | —Unverified | 0 |
| PairRE: Knowledge Graph Embeddings via Paired Relation Vectors | Nov 7, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| Runtime Performances Benchmark for Knowledge Graph Embedding Methods | Nov 5, 2020 | CPUGPU | —Unverified | 0 |
| Pretrain-KGE: Learning Knowledge Representation from Pretrained Language Models | Nov 1, 2020 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| A Greedy Bit-flip Training Algorithm for Binarized Knowledge Graph Embeddings | Nov 1, 2020 | Graph EmbeddingKnowledge Graph Completion | —Unverified | 0 |
| H2KGAT: Hierarchical Hyperbolic Knowledge Graph Attention Network | Nov 1, 2020 | Graph AttentionGraph Embedding | —Unverified | 0 |
| Learning Physical Common Sense as Knowledge Graph Completion via BERT Data Augmentation and Constrained Tucker Factorization | Nov 1, 2020 | Common Sense ReasoningData Augmentation | —Unverified | 0 |
| DisenE: Disentangling Knowledge Graph Embeddings | Oct 28, 2020 | Entity EmbeddingsGraph Embedding | —Unverified | 0 |
| A Survey of Embedding Space Alignment Methods for Language and Knowledge Graphs | Oct 26, 2020 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| FedE: Embedding Knowledge Graphs in Federated Setting | Oct 24, 2020 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 1 |
| Efficient, Simple and Automated Negative Sampling for Knowledge Graph Embedding | Oct 24, 2020 | Generative Adversarial NetworkGraph Embedding | CodeCode Available | 1 |
| Knowledge Graph Embedding with Atrous Convolution and Residual Learning | Oct 23, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |
| TeX-Graph: Coupled tensor-matrix knowledge-graph embedding for COVID-19 drug repurposing | Oct 22, 2020 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| MulDE: Multi-teacher Knowledge Distillation for Low-dimensional Knowledge Graph Embeddings | Oct 14, 2020 | Graph EmbeddingKnowledge Distillation | —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 |
| Explaining Neural Matrix Factorization with Gradient Rollback | Oct 12, 2020 | Graph EmbeddingInfluence Approximation | CodeCode Available | 1 |
