| Augmenting Task-Oriented Dialogue Systems with Relation Extraction | Oct 24, 2022 | intent-classificationIntent Classification | —Unverified | 0 |
| CAE: Mechanism to Diminish the Class Imbalanced in SLU Slot Filling Task | Sep 21, 2022 | intent-classificationIntent Classification | CodeCode Available | 0 |
| A Survey of Intent Classification and Slot-Filling Datasets for Task-Oriented Dialog | Jul 26, 2022 | Classificationintent-classification | —Unverified | 0 |
| Local-to-global learning for iterative training of production SLU models on new features | Jul 1, 2022 | intent-classificationIntent Classification | —Unverified | 0 |
| Strategies to Improve Few-shot Learning for Intent Classification and Slot-Filling | Jul 1, 2022 | Contrastive LearningData Augmentation | —Unverified | 0 |
| Bi-directional Joint Neural Networks for Intent Classification and Slot Filling | Feb 26, 2022 | Classificationintent-classification | —Unverified | 0 |
| Few-Shot NLU with Vector Projection Distance and Abstract Triangular CRF | Dec 9, 2021 | intent-classificationIntent Classification | —Unverified | 0 |
| An Explicit-Joint and Supervised-Contrastive Learning Framework for Few-Shot Intent Classification and Slot Filling | Oct 26, 2021 | Contrastive Learningintent-classification | —Unverified | 0 |
| Semi-Supervised Few-Shot Intent Classification and Slot Filling | Sep 17, 2021 | ClassificationContrastive Learning | —Unverified | 0 |
| InFoBERT: Zero-Shot Approach to Natural Language Understanding Using Contextualized Word Embedding | Sep 1, 2021 | intent-classificationIntent Classification | —Unverified | 0 |
