| Heterogeneous Graph Representation Learning with Relation Awareness | May 24, 2021 | Graph LearningGraph Neural Network | CodeCode Available | 1 |
| Revisiting the Negative Data of Distantly Supervised Relation Extraction | May 21, 2021 | RelationRelation Extraction | CodeCode Available | 1 |
| Representation Iterative Fusion based on Heterogeneous Graph Neural Network for Joint Entity and Relation Extraction | May 8, 2021 | Graph Neural NetworkJoint Entity and Relation Extraction | CodeCode Available | 1 |
| Trakhtenbrot's Theorem in Coq: Finite Model Theory through the Constructive Lens | Apr 29, 2021 | Relation | CodeCode Available | 1 |
| Improving BERT Model Using Contrastive Learning for Biomedical Relation Extraction | Apr 28, 2021 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| M3DeTR: Multi-representation, Multi-scale, Mutual-relation 3D Object Detection with Transformers | Apr 24, 2021 | 3D Object Detectionobject-detection | CodeCode Available | 1 |
| RelTransformer: A Transformer-Based Long-Tail Visual Relationship Recognition | Apr 24, 2021 | Image CaptioningObject Recognition | CodeCode Available | 1 |
| Efficient Relation-aware Scoring Function Search for Knowledge Graph Embedding | Apr 22, 2021 | AutoMLGraph Embedding | CodeCode Available | 1 |
| A Structure-Aware Relation Network for Thoracic Diseases Detection and Segmentation | Apr 21, 2021 | Instance SegmentationObject Detection | CodeCode Available | 1 |
| Improving Biomedical Pretrained Language Models with Knowledge | Apr 21, 2021 | Entity LinkingLanguage Modeling | CodeCode Available | 1 |
| DiS-ReX: A Multilingual Dataset for Distantly Supervised Relation Extraction | Apr 17, 2021 | RelationRelation Extraction | CodeCode Available | 1 |
| ESTER: A Machine Reading Comprehension Dataset for Event Semantic Relation Reasoning | Apr 16, 2021 | Machine Reading ComprehensionNatural Language Queries | CodeCode Available | 1 |
| Reinforced Neighborhood Selection Guided Multi-Relational Graph Neural Networks | Apr 16, 2021 | Fraud DetectionGraph Neural Network | CodeCode Available | 1 |
| TransferNet: An Effective and Transparent Framework for Multi-hop Question Answering over Relation Graph | Apr 15, 2021 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 1 |
| KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction | Apr 15, 2021 | Dialog Relation ExtractionLanguage Modeling | CodeCode Available | 1 |
| ZS-BERT: Towards Zero-Shot Relation Extraction with Attribute Representation Learning | Apr 10, 2021 | AttributeMulti-Task Learning | CodeCode Available | 1 |
| Self-Supervised Learning for Semi-Supervised Temporal Action Proposal | Apr 7, 2021 | RelationSelf-Supervised Learning | CodeCode Available | 1 |
| Deep Neural Networks for Relation Extraction | Apr 5, 2021 | DecoderJoint Entity and Relation Extraction | CodeCode Available | 1 |
| Learning to Filter: Siamese Relation Network for Robust Tracking | Apr 2, 2021 | Meta-LearningRelation | CodeCode Available | 1 |
| Multilingual Entity and Relation Extraction Dataset and Model | Apr 1, 2021 | Joint Entity and Relation Extractionmodel | CodeCode Available | 1 |
| Temporal Memory Relation Network for Workflow Recognition from Surgical Video | Mar 30, 2021 | RelationRelation Network | CodeCode Available | 1 |
| Dense Relation Distillation with Context-aware Aggregation for Few-Shot Object Detection | Mar 30, 2021 | Few-Shot Object DetectionMeta-Learning | CodeCode Available | 1 |
| Visual Distant Supervision for Scene Graph Generation | Mar 29, 2021 | Graph GenerationPredicate Classification | CodeCode Available | 1 |
| Complementary Relation Contrastive Distillation | Mar 29, 2021 | Knowledge DistillationRelation | CodeCode Available | 1 |
| Relation-aware Instance Refinement for Weakly Supervised Visual Grounding | Mar 24, 2021 | ObjectRelation | CodeCode Available | 1 |
