| An Explicit-Joint and Supervised-Contrastive Learning Framework for Few-Shot Intent Classification and Slot Filling | Oct 26, 2021 | Contrastive Learningintent-classification | —Unverified | 0 |
| Strategies to Improve Few-shot Learning for Intent Classification and Slot-Filling | Jul 1, 2022 | Contrastive LearningData Augmentation | —Unverified | 0 |
| A Joint Learning Framework With BERT for Spoken Language Understanding | Nov 20, 2019 | Decoderintent-classification | —Unverified | 0 |
| Iterative Feature Mining for Constraint-Based Data Collection to Increase Data Diversity and Model Robustness | Nov 1, 2020 | Diversityintent-classification | —Unverified | 0 |
| Jointly Trained Sequential Labeling and Classification by Sparse Attention Neural Networks | Sep 28, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Leveraging Pretrained ASR Encoders for Effective and Efficient End-to-End Speech Intent Classification and Slot Filling | Jul 13, 2023 | intent-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 |
| Outlier Detection for Improved Data Quality and Diversity in Dialog Systems | Apr 5, 2019 | Diversityintent-classification | —Unverified | 0 |
| Prompt Perturbation Consistency Learning for Robust Language Models | Feb 24, 2024 | Data Augmentationintent-classification | —Unverified | 0 |
| Semi-Supervised Few-Shot Intent Classification and Slot Filling | Sep 17, 2021 | ClassificationContrastive Learning | —Unverified | 0 |
