| Towards Pattern-aware Data Augmentation for Temporal Knowledge Graph Completion | Dec 31, 2024 | Data AugmentationKnowledge Graph Completion | —Unverified | 0 |
| Learning Granularity Representation for Temporal Knowledge Graph Completion | Aug 27, 2024 | Knowledge Graph CompletionKnowledge Graphs | CodeCode Available | 0 |
| Simple but Effective Compound Geometric Operations for Temporal Knowledge Graph Completion | Aug 13, 2024 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 1 |
| Mitigating Heterogeneity among Factor Tensors via Lie Group Manifolds for Tensor Decomposition Based Temporal Knowledge Graph Embedding | Apr 14, 2024 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |
| IME: Integrating Multi-curvature Shared and Specific Embedding for Temporal Knowledge Graph Completion | Mar 28, 2024 | Knowledge Graph CompletionKnowledge Graphs | —Unverified | 0 |
| Temporal Knowledge Graph Completion with Time-sensitive Relations in Hypercomplex Space | Mar 2, 2024 | Knowledge Graph CompletionTemporal Knowledge Graph Completion | —Unverified | 0 |
| Chain of History: Learning and Forecasting with LLMs for Temporal Knowledge Graph Completion | Jan 11, 2024 | Data AugmentationKnowledge Graph Completion | —Unverified | 0 |
| Re-Temp: Relation-Aware Temporal Representation Learning for Temporal Knowledge Graph Completion | Oct 24, 2023 | Knowledge Graph CompletionRelation | CodeCode Available | 0 |
| Leveraging Pre-trained Language Models for Time Interval Prediction in Text-Enhanced Temporal Knowledge Graphs | Sep 28, 2023 | Knowledge Graph CompletionKnowledge Graphs | CodeCode Available | 0 |
| A Survey on Temporal Knowledge Graph Completion: Taxonomy, Progress, and Prospects | Aug 4, 2023 | Knowledge Graph CompletionKnowledge Graphs | CodeCode Available | 1 |
| History Repeats: Overcoming Catastrophic Forgetting For Event-Centric Temporal Knowledge Graph Completion | May 30, 2023 | ClusteringKnowledge Graph Completion | —Unverified | 0 |
| NeuSTIP: A Novel Neuro-Symbolic Model for Link and Time Prediction in Temporal Knowledge Graphs | May 15, 2023 | Knowledge Graph CompletionKnowledge Graphs | —Unverified | 0 |
| Pre-trained Language Model with Prompts for Temporal Knowledge Graph Completion | May 13, 2023 | Knowledge Graph CompletionKnowledge Graphs | CodeCode Available | 1 |
| Incorporating Structured Sentences with Time-enhanced BERT for Fully-inductive Temporal Relation Prediction | Apr 10, 2023 | Knowledge Graph CompletionKnowledge Graphs | —Unverified | 0 |
| Improving Few-Shot Inductive Learning on Temporal Knowledge Graphs using Confidence-Augmented Reinforcement Learning | Apr 2, 2023 | Few-Shot LearningInductive Learning | CodeCode Available | 0 |
| Logic and Commonsense-Guided Temporal Knowledge Graph Completion | Nov 30, 2022 | Causal InferenceKnowledge Graph Completion | CodeCode Available | 0 |
| Few-Shot Inductive Learning on Temporal Knowledge Graphs using Concept-Aware Information | Nov 15, 2022 | Inductive LearningKnowledge Graph Completion | —Unverified | 0 |
| Search to Pass Messages for Temporal Knowledge Graph Completion | Oct 30, 2022 | Graph Neural NetworkKnowledge Graph Completion | CodeCode Available | 1 |
| Along the Time: Timeline-traced Embedding for Temporal Knowledge Graph Completion | Oct 17, 2022 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 1 |
| Temporal Knowledge Graph Completion with Approximated Gaussian Process Embedding | Oct 1, 2022 | Gaussian ProcessesKnowledge Graph Completion | —Unverified | 0 |
| TempCaps: A Capsule Network-based Embedding Model for Temporal Knowledge Graph Completion | May 1, 2022 | Entity EmbeddingsKnowledge Graph Completion | CodeCode Available | 0 |
| Temporal Knowledge Graph Reasoning with Low-rank and Model-agnostic Representations | Apr 10, 2022 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 1 |
| ECOLA: Enhanced Temporal Knowledge Embeddings with Contextualized Language Representations | Mar 17, 2022 | Graph EmbeddingKnowledge Graph Completion | —Unverified | 0 |
| RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion | Mar 15, 2022 | Knowledge Graph CompletionLink Prediction | —Unverified | 0 |
| Geometric Algebra based Embeddings for Static and Temporal Knowledge Graph Completion | Feb 18, 2022 | Knowledge Graph CompletionKnowledge Graph Embeddings | —Unverified | 0 |
