| Building Dialogue Understanding Models for Low-resource Language Indonesian from Scratch | Oct 24, 2024 | Cross-Lingual TransferDecoder | —Unverified | 0 |
| New Semantic Task for the French Spoken Language Understanding MEDIA Benchmark | Mar 28, 2024 | intent-classificationIntent Classification | CodeCode Available | 0 |
| Prompt Perturbation Consistency Learning for Robust Language Models | Feb 24, 2024 | Data Augmentationintent-classification | —Unverified | 0 |
| Decoupling Representation and Knowledge for Few-Shot Intent Classification and Slot Filling | Dec 21, 2023 | intent-classificationIntent 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 |
| CIF-PT: Bridging Speech and Text Representations for Spoken Language Understanding via Continuous Integrate-and-Fire Pre-Training | May 27, 2023 | intent-classificationIntent Classification | —Unverified | 0 |
| Efficient Sequence Transduction by Jointly Predicting Tokens and Durations | Apr 13, 2023 | Intent ClassificationIntent Classification and Slot Filling | CodeCode Available | 1 |
| Spoken Language Understanding for Conversational AI: Recent Advances and Future Direction | Dec 21, 2022 | Deep Learningintent-classification | —Unverified | 0 |
| ESIE-BERT: Enriching Sub-words Information Explicitly with BERT for Joint Intent Classification and SlotFilling | Nov 27, 2022 | intent-classificationIntent Classification | —Unverified | 0 |
| Augmenting Task-Oriented Dialogue Systems with Relation Extraction | Oct 24, 2022 | intent-classificationIntent Classification | —Unverified | 0 |
