| 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 |
