| Type-Aware Decomposed Framework for Few-Shot Named Entity Recognition | Feb 13, 2023 | Contrastive LearningFew-shot NER | CodeCode Available | 1 |
| Learning from Noisy Crowd Labels with Logics | Feb 13, 2023 | Knowledge Distillationnamed-entity-recognition | CodeCode Available | 0 |
| Span-based Named Entity Recognition by Generating and Compressing Information | Feb 10, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| A Novel Approach for Auto-Formulation of Optimization Problems | Feb 9, 2023 | Ensemble Learningnamed-entity-recognition | CodeCode Available | 0 |
| Data Augmentation for Robust Character Detection in Fantasy Novels | Feb 9, 2023 | Data Augmentationnamed-entity-recognition | CodeCode Available | 0 |
| Lightweight Transformers for Clinical Natural Language Processing | Feb 9, 2023 | Continual LearningKnowledge Distillation | CodeCode Available | 1 |
| Efficient Joint Learning for Clinical Named Entity Recognition and Relation Extraction Using Fourier Networks: A Use Case in Adverse Drug Events | Feb 8, 2023 | GPUnamed-entity-recognition | CodeCode Available | 0 |
| A Survey on Arabic Named Entity Recognition: Past, Recent Advances, and Future Trends | Feb 7, 2023 | Feature EngineeringLanguage Modeling | —Unverified | 0 |
| Collective Robustness Certificates: Exploiting Interdependence in Graph Neural Networks | Feb 6, 2023 | Adversarial RobustnessImage Segmentation | —Unverified | 0 |
| Unleashing the True Potential of Sequence-to-Sequence Models for Sequence Tagging and Structure Parsing | Feb 5, 2023 | Dependency Parsingnamed-entity-recognition | CodeCode Available | 1 |
