| Meta learning to classify intent and slot labels with noisy few shot examples | Nov 30, 2020 | Benchmarkingintent-classification | —Unverified | 0 |
| SLURP: A Spoken Language Understanding Resource Package | Nov 26, 2020 | Intent ClassificationSlot Filling | CodeCode Available | 1 |
| Tie Your Embeddings Down: Cross-Modal Latent Spaces for End-to-end Spoken Language Understanding | Nov 18, 2020 | Spoken Language UnderstandingTriplet | —Unverified | 0 |
| End-to-end spoken language understanding using transformer networks and self-supervised pre-trained features | Nov 16, 2020 | Spoken Language Understanding | —Unverified | 0 |
| Towards Semi-Supervised Semantics Understanding from Speech | Nov 11, 2020 | speech-recognitionSpeech Recognition | —Unverified | 0 |
| A low latency ASR-free end to end spoken language understanding system | Nov 10, 2020 | Speech-to-TextSpoken Language Understanding | —Unverified | 0 |
| To What Degree Can Language Borders Be Blurred In BERT-based Multilingual Spoken Language Understanding? | Nov 10, 2020 | Spoken Language Understanding | —Unverified | 0 |
| Personalized Query Rewriting in Conversational AI Agents | Nov 9, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Warped Language Models for Noise Robust Language Understanding | Nov 3, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Adapting Pretrained Transformer to Lattices for Spoken Language Understanding | Nov 2, 2020 | Natural Language Understandingspeech-recognition | CodeCode Available | 1 |
| A Two-stage Model for Slot Filling in Low-resource Settings: Domain-agnostic Non-slot Reduction and Pretrained Contextual Embeddings | Nov 1, 2020 | slot-fillingSlot Filling | —Unverified | 0 |
| Continual Learning Long Short Term Memory | Nov 1, 2020 | Continual LearningDeep Learning | —Unverified | 0 |
| Semi-Supervised Spoken Language Understanding via Self-Supervised Speech and Language Model Pretraining | Oct 26, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Two-stage Textual Knowledge Distillation for End-to-End Spoken Language Understanding | Oct 25, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 |
| ST-BERT: Cross-modal Language Model Pre-training For End-to-end Spoken Language Understanding | Oct 23, 2020 | cross-modal alignmentLanguage Modeling | —Unverified | 0 |
| 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 |
