| CCPrefix: Counterfactual Contrastive Prefix-Tuning for Many-Class Classification | Nov 11, 2022 | Classificationcounterfactual | —Unverified | 0 |
| Not Just Plain Text! Fuel Document-Level Relation Extraction with Explicit Syntax Refinement and Subsentence Modeling | Nov 10, 2022 | Document-level Relation ExtractionRelation | —Unverified | 0 |
| Alleviating Sparsity of Open Knowledge Graphs with Ternary Contrastive Learning | Nov 8, 2022 | Contrastive LearningKnowledge Graphs | CodeCode Available | 0 |
| Active Relation Discovery: Towards General and Label-aware Open Relation Extraction | Nov 8, 2022 | Active LearningOutlier Detection | —Unverified | 0 |
| KGLM: Integrating Knowledge Graph Structure in Language Models for Link Prediction | Nov 4, 2022 | Fraud DetectionKnowledge Graph Completion | CodeCode Available | 1 |
| 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 |
