| Benchingmaking Large Langage Models in Biomedical Triple Extraction | Oct 27, 2023 | Language ModellingLarge Language Model | CodeCode Available | 1 |
| Joint Entity and Relation Extraction with Span Pruning and Hypergraph Neural Networks | Oct 26, 2023 | Joint Entity and Relation ExtractionNER | CodeCode Available | 1 |
| Prompt Me Up: Unleashing the Power of Alignments for Multimodal Entity and Relation Extraction | Oct 25, 2023 | RelationRelation Extraction | CodeCode Available | 1 |
| RAPL: A Relation-Aware Prototype Learning Approach for Few-Shot Document-Level Relation Extraction | Oct 24, 2023 | Document-level Relation ExtractionMeta-Learning | CodeCode Available | 1 |
| Document-Level In-Context Few-Shot Relation Extraction via Pre-Trained Language Models | Oct 17, 2023 | Document-level Relation ExtractionFew-Shot Learning | CodeCode Available | 1 |
| Improving Large Language Models in Event Relation Logical Prediction | Oct 13, 2023 | counterfactualEvent Relation Extraction | CodeCode Available | 1 |
| Relation-aware Ensemble Learning for Knowledge Graph Embedding | Oct 13, 2023 | Ensemble LearningGraph Embedding | CodeCode Available | 1 |
| Rationale-Enhanced Language Models are Better Continual Relation Learners | Oct 10, 2023 | Continual Relation ExtractionRelation | CodeCode Available | 1 |
| Text2NKG: Fine-Grained N-ary Relation Extraction for N-ary relational Knowledge Graph Construction | Oct 8, 2023 | Event-based N-ary Relaiton ExtractionHypergraph-based N-ary Relaiton Extraction | CodeCode Available | 1 |
| Dynamic Relation-Attentive Graph Neural Networks for Fraud Detection | Oct 6, 2023 | Fraud DetectionGraph Attention | CodeCode Available | 1 |
| KERMIT: Knowledge Graph Completion of Enhanced Relation Modeling with Inverse Transformation | Sep 26, 2023 | DiversityKnowledge Graph Completion | CodeCode Available | 1 |
| PRiSM: Enhancing Low-Resource Document-Level Relation Extraction with Relation-Aware Score Calibration | Sep 25, 2023 | Document-level Relation ExtractionRelation | CodeCode Available | 1 |
| Enhancing SAEAs with Unevaluated Solutions: A Case Study of Relation Model for Expensive Optimization | Sep 21, 2023 | Evolutionary AlgorithmsRelation | CodeCode Available | 1 |
| Redundancy-Free Self-Supervised Relational Learning for Graph Clustering | Sep 9, 2023 | AttributeClustering | CodeCode Available | 1 |
| Multi-Relational Contrastive Learning for Recommendation | Sep 3, 2023 | Contrastive LearningRecommendation Systems | CodeCode Available | 1 |
| HRGCN: Heterogeneous Graph-level Anomaly Detection with Hierarchical Relation-augmented Graph Neural Networks | Aug 28, 2023 | Anomaly DetectionGraph Neural Network | CodeCode Available | 1 |
| Exploring Large Language Models for Knowledge Graph Completion | Aug 26, 2023 | Knowledge Graph CompletionKnowledge Graphs | CodeCode Available | 1 |
| Vision Relation Transformer for Unbiased Scene Graph Generation | Aug 18, 2023 | DecoderGraph Generation | CodeCode Available | 1 |
| RLIPv2: Fast Scaling of Relational Language-Image Pre-training | Aug 18, 2023 | Graph GenerationHuman-Object Interaction Detection | CodeCode Available | 1 |
| Linearity of Relation Decoding in Transformer Language Models | Aug 17, 2023 | Relation | CodeCode Available | 1 |
| Task Relation Distillation and Prototypical Pseudo Label for Incremental Named Entity Recognition | Aug 17, 2023 | Incremental Learningnamed-entity-recognition | CodeCode Available | 1 |
| SR-HGN: semantic- and relation-aware heterogeneous graph neural network | Aug 15, 2023 | Graph Neural NetworkNode Classification | CodeCode Available | 1 |
| Compositional Feature Augmentation for Unbiased Scene Graph Generation | Aug 13, 2023 | DiversityGraph Generation | CodeCode Available | 1 |
| HyperFormer: Enhancing Entity and Relation Interaction for Hyper-Relational Knowledge Graph Completion | Aug 12, 2023 | AttributeKnowledge Graph Completion | CodeCode Available | 1 |
| Joint-Relation Transformer for Multi-Person Motion Prediction | Aug 9, 2023 | motion predictionPrediction | CodeCode Available | 1 |
