| Ensemble Chinese End-to-End Spoken Language Understanding for Abnormal Event Detection from audio stream | Oct 19, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Modeling Token-level Uncertainty to Learn Unknown Concepts in SLU via Calibrated Dirichlet Prior RNN | Oct 16, 2020 | slot-fillingSlot Filling | —Unverified | 0 |
| Style Attuned Pre-training and Parameter Efficient Fine-tuning for Spoken Language Understanding | Oct 9, 2020 | Domain AdaptationLanguage Modeling | —Unverified | 0 |
| Injecting Word Information with Multi-Level Word Adapter for Chinese Spoken Language Understanding | Oct 8, 2020 | Intent DetectionSentence | CodeCode Available | 1 |
| A Co-Interactive Transformer for Joint Slot Filling and Intent Detection | Oct 8, 2020 | Intent Detectionslot-filling | CodeCode Available | 1 |
| SlotRefine: A Fast Non-Autoregressive Model for Joint Intent Detection and Slot Filling | Oct 6, 2020 | Intent Detectionslot-filling | CodeCode Available | 1 |
| Textual Supervision for Visually Grounded Spoken Language Understanding | Oct 6, 2020 | Spoken Language Understanding | CodeCode Available | 0 |
| SPLAT: Speech-Language Joint Pre-Training for Spoken Language Understanding | Oct 5, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Cross-lingual Spoken Language Understanding with Regularized Representation Alignment | Sep 30, 2020 | SentenceSpoken Language Understanding | CodeCode Available | 1 |
| End-to-End Spoken Language Understanding Without Full Transcripts | Sep 30, 2020 | Decoderslot-filling | —Unverified | 0 |
