| Query-based Instance Discrimination Network for Relational Triple Extraction | Nov 3, 2022 | Contrastive LearningJoint Entity and Relation Extraction | —Unverified | 0 |
| Beyond Instance Discrimination: Relation-aware Contrastive Self-supervised Learning | Nov 2, 2022 | RelationSelf-Supervised Learning | CodeCode Available | 0 |
| Cross-stitching Text and Knowledge Graph Encoders for Distantly Supervised Relation Extraction | Nov 2, 2022 | Knowledge GraphsRelation | CodeCode Available | 0 |
| Discover Important Paths in the Knowledge Graph Based on Dynamic Relation Confidence | Nov 2, 2022 | Knowledge GraphsRelation | —Unverified | 0 |
| Towards Relation-centered Pooling and Convolution for Heterogeneous Graph Learning Networks | Oct 31, 2022 | Graph LearningGraph Neural Network | CodeCode Available | 2 |
| Two-Level Temporal Relation Model for Online Video Instance Segmentation | Oct 30, 2022 | Graph Neural NetworkInstance Segmentation | CodeCode Available | 0 |
| Entity-centered Cross-document Relation Extraction | Oct 29, 2022 | RelationRelation Extraction | CodeCode Available | 1 |
| The solution set of fuzzy relation equations with addition-min composition | Oct 29, 2022 | Relation | —Unverified | 0 |
| DORE: Document Ordered Relation Extraction based on Generative Framework | Oct 28, 2022 | Document-level Relation ExtractionRelation | CodeCode Available | 1 |
| Better Few-Shot Relation Extraction with Label Prompt Dropout | Oct 25, 2022 | Few-Shot LearningRelation | CodeCode Available | 1 |
| Multilingual Relation Classification via Efficient and Effective Prompting | Oct 25, 2022 | ClassificationRelation | CodeCode Available | 1 |
| Augmenting Task-Oriented Dialogue Systems with Relation Extraction | Oct 24, 2022 | intent-classificationIntent Classification | —Unverified | 0 |
| Event-Centric Question Answering via Contrastive Learning and Invertible Event Transformation | Oct 24, 2022 | Contrastive LearningQuestion Answering | CodeCode Available | 0 |
| Attention Based Relation Network for Facial Action Units Recognition | Oct 23, 2022 | RelationRelation Network | —Unverified | 0 |
| Span-based joint entity and relation extraction augmented with sequence tagging mechanism | Oct 23, 2022 | Joint Entity and Relation Extractionnamed-entity-recognition | —Unverified | 0 |
| Generative Prompt Tuning for Relation Classification | Oct 22, 2022 | ClassificationLanguage Modeling | CodeCode Available | 1 |
| Multi-View Reasoning: Consistent Contrastive Learning for Math Word Problem | Oct 21, 2022 | Contrastive LearningMath | CodeCode Available | 2 |
| Rescue Implicit and Long-tail Cases: Nearest Neighbor Relation Extraction | Oct 21, 2022 | RelationRelation Extraction | CodeCode Available | 0 |
| Modelling Multi-relations for Convolutional-based Knowledge Graph Embedding | Oct 21, 2022 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Monotonic Risk Relationships under Distribution Shifts for Regularized Risk Minimization | Oct 20, 2022 | Relation | CodeCode Available | 0 |
| Towards Sustainable Self-supervised Learning | Oct 20, 2022 | Object DetectionRelation | CodeCode Available | 1 |
| Pre-trained Sentence Embeddings for Implicit Discourse Relation Classification | Oct 20, 2022 | ClassificationImplicit Discourse Relation Classification | —Unverified | 0 |
| Knowledge-Enhanced Relation Extraction Dataset | Oct 19, 2022 | Entity LinkingKnowledge Graphs | —Unverified | 0 |
| Image Semantic Relation Generation | Oct 19, 2022 | Image RetrievalImage Segmentation | —Unverified | 0 |
| Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study | Oct 19, 2022 | Data AugmentationRelation | CodeCode Available | 2 |
