| From Bag of Sentences to Document: Distantly Supervised Relation Extraction via Machine Reading Comprehension | Dec 8, 2020 | DenoisingMachine Reading Comprehension | CodeCode Available | 0 |
| Word-Level Loss Extensions for Neural Temporal Relation Classification | Aug 7, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Towards Enhancing Relational Rules for Knowledge Graph Link Prediction | Oct 20, 2023 | Graph Neural NetworkInductive Link Prediction | CodeCode Available | 0 |
| Orthogonal Transforms in Neural Networks Amount to Effective Regularization | May 10, 2023 | Efficient Neural NetworkRelation | CodeCode Available | 0 |
| Self-supervised Social Relation Representation for Human Group Detection | Mar 8, 2022 | Relation | CodeCode Available | 0 |
| DSKG: A Deep Sequential Model for Knowledge Graph Completion | Oct 30, 2018 | Knowledge Graph CompletionRelation | CodeCode Available | 0 |
| Maximizing Relation Extraction Potential: A Data-Centric Study to Unveil Challenges and Opportunities | Sep 7, 2024 | RelationRelation Extraction | CodeCode Available | 0 |
| DSGG: Dense Relation Transformer for an End-to-end Scene Graph Generation | Mar 21, 2024 | Graph GenerationGraph Matching | CodeCode Available | 0 |
| DRIN: Dynamic Relation Interactive Network for Multimodal Entity Linking | Oct 9, 2023 | Entity LinkingRelation | CodeCode Available | 0 |
| RCL: Relation Contrastive Learning for Zero-Shot Relation Extraction | Jul 1, 2022 | Contrastive LearningData Augmentation | CodeCode Available | 0 |
| D-REX: Dialogue Relation Extraction with Explanations | Sep 10, 2021 | Dialog Relation ExtractionRelation | CodeCode Available | 0 |
| RDI-Net: Relational Dynamic Inference Networks | Jan 1, 2021 | Computational EfficiencyRelation | CodeCode Available | 0 |
| FREDA: Flexible Relation Extraction Data Annotation | Apr 14, 2022 | RelationRelation Extraction | CodeCode Available | 0 |
| CoKE: Contextualized Knowledge Graph Embedding | Nov 6, 2019 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |
| RD-UIE: Relation-Driven State Space Modeling for Underwater Image Enhancement | May 2, 2025 | Image EnhancementMamba | CodeCode Available | 0 |
| RE^2: Region-Aware Relation Extraction from Visually Rich Documents | May 24, 2023 | Graph AttentionRelation | CodeCode Available | 0 |
| An Interpretable Reasoning Network for Multi-Relation Question Answering | Jan 15, 2018 | Question AnsweringRelation | CodeCode Available | 0 |
| Zero-Shot Dialogue Relation Extraction by Relating Explainable Triggers and Relation Names | Jun 9, 2023 | RelationRelation Extraction | CodeCode Available | 0 |
| READ: Improving Relation Extraction from an ADversarial Perspective | Apr 2, 2024 | Adversarial AttackRelation | CodeCode Available | 0 |
| Real-time landmark detection for precise endoscopic submucosal dissection via shape-aware relation network | Nov 8, 2021 | Multi-Task LearningRelation | CodeCode Available | 0 |
| Double Equivariance for Inductive Link Prediction for Both New Nodes and New Relation Types | Feb 2, 2023 | Inductive Link PredictionKnowledge Graph Completion | CodeCode Available | 0 |
| Towards Integration of Discriminability and Robustness for Document-Level Relation Extraction | Apr 3, 2023 | Contrastive LearningDocument-level Relation Extraction | CodeCode Available | 0 |
| Reasoning Structural Relation for Occlusion-Robust Facial Landmark Localization | Dec 19, 2021 | Face AlignmentFace Generation | CodeCode Available | 0 |
| Meta-Information Guided Meta-Learning for Few-Shot Relation Classification | Dec 1, 2020 | ClassificationFew-Shot Relation Classification | CodeCode Available | 0 |
| Do Models Learn the Directionality of Relations? A New Evaluation: Relation Direction Recognition | May 19, 2021 | RelationRelation Classification | CodeCode Available | 0 |
