| ESPnet-SLU: Advancing Spoken Language Understanding through ESPnet | Nov 29, 2021 | Spoken Language Understandingtext-to-speech | CodeCode Available | 1 |
| SLUE: New Benchmark Tasks for Spoken Language Understanding Evaluation on Natural Speech | Nov 19, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| A Label-Aware BERT Attention Network for Zero-Shot Multi-Intent Detection in Spoken Language Understanding | Nov 1, 2021 | Intent DetectionSpoken Language Understanding | CodeCode Available | 1 |
| Knowledge Distillation from BERT Transformer to Speech Transformer for Intent Classification | Aug 5, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| What Helps Transformers Recognize Conversational Structure? Importance of Context, Punctuation, and Labels in Dialog Act Recognition | Jul 5, 2021 | SegmentationSpecificity | CodeCode Available | 1 |
| N-Best ASR Transformer: Enhancing SLU Performance using Multiple ASR Hypotheses | Jun 11, 2021 | Spoken Language Understanding | CodeCode Available | 1 |
| SpeechBrain: A General-Purpose Speech Toolkit | Jun 8, 2021 | Language IdentificationSpoken Language Understanding | CodeCode Available | 1 |
| LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech | Apr 23, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| RNN Transducer Models For Spoken Language Understanding | Apr 8, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Speak or Chat with Me: End-to-End Spoken Language Understanding System with Flexible Inputs | Apr 7, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| A Survey on Spoken Language Understanding: Recent Advances and New Frontiers | Mar 4, 2021 | Spoken Language UnderstandingSurvey | CodeCode Available | 1 |
| C2C-GenDA: Cluster-to-Cluster Generation for Data Augmentation of Slot Filling | Dec 13, 2020 | Data AugmentationDiversity | CodeCode Available | 1 |
| Triplet Entropy Loss: Improving The Generalisation of Short Speech Language Identification Systems | Dec 3, 2020 | Language IdentificationSpeech Language Identification | CodeCode Available | 1 |
| SLURP: A Spoken Language Understanding Resource Package | Nov 26, 2020 | Intent ClassificationSlot Filling | CodeCode Available | 1 |
| Adapting Pretrained Transformer to Lattices for Spoken Language Understanding | Nov 2, 2020 | Natural Language Understandingspeech-recognition | CodeCode Available | 1 |
| Semi-Supervised Spoken Language Understanding via Self-Supervised Speech and Language Model Pretraining | Oct 26, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| A Co-Interactive Transformer for Joint Slot Filling and Intent Detection | Oct 8, 2020 | Intent Detectionslot-filling | CodeCode Available | 1 |
| Injecting Word Information with Multi-Level Word Adapter for Chinese Spoken Language Understanding | Oct 8, 2020 | Intent DetectionSentence | 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 |
| 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 |
| Learning Spoken Language Representations with Neural Lattice Language Modeling | Jul 6, 2020 | Intent DetectionLanguage Modeling | CodeCode Available | 1 |
| Jointly Encoding Word Confusion Network and Dialogue Context with BERT for Spoken Language Understanding | May 24, 2020 | Spoken Language Understanding | CodeCode Available | 1 |
| Data Augmentation for Spoken Language Understanding via Pretrained Language Models | Apr 29, 2020 | Data AugmentationSpoken Language Understanding | CodeCode Available | 1 |
| AGIF: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slot Filling | Apr 21, 2020 | Intent DetectionSemantic Frame Parsing | CodeCode Available | 1 |
