| AISHELL-NER: Named Entity Recognition from Chinese Speech | Feb 17, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 | 5 |
| ITALIC: An Italian Intent Classification Dataset | Jun 14, 2023 | Classificationintent-classification | CodeCode Available | 1 | 5 |
| "Alexa, can you forget me?" Machine Unlearning Benchmark in Spoken Language Understanding | May 21, 2025 | Machine UnlearningSpoken Language Understanding | CodeCode Available | 1 | 5 |
| ESPnet-SLU: Advancing Spoken Language Understanding through ESPnet | Nov 29, 2021 | Spoken Language Understandingtext-to-speech | CodeCode Available | 1 | 5 |
| 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 | 5 |
| C2C-GenDA: Cluster-to-Cluster Generation for Data Augmentation of Slot Filling | Dec 13, 2020 | Data AugmentationDiversity | CodeCode Available | 1 | 5 |
| Improving fairness for spoken language understanding in atypical speech with Text-to-Speech | Nov 16, 2023 | Data AugmentationFairness | CodeCode Available | 1 | 5 |
| A Survey on Spoken Language Understanding: Recent Advances and New Frontiers | Mar 4, 2021 | Spoken Language UnderstandingSurvey | CodeCode Available | 1 | 5 |
| Injecting Word Information with Multi-Level Word Adapter for Chinese Spoken Language Understanding | Oct 8, 2020 | Intent DetectionSentence | CodeCode Available | 1 | 5 |
| Joint Multiple Intent Detection and Slot Filling with Supervised Contrastive Learning and Self-Distillation | Aug 28, 2023 | Contrastive LearningIntent Detection | CodeCode Available | 1 | 5 |
| Knowledge Distillation from BERT Transformer to Speech Transformer for Intent Classification | Aug 5, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 | 5 |
| Jointly Encoding Word Confusion Network and Dialogue Context with BERT for Spoken Language Understanding | May 24, 2020 | Spoken Language Understanding | CodeCode Available | 1 | 5 |
| BLSP: Bootstrapping Language-Speech Pre-training via Behavior Alignment of Continuation Writing | Sep 2, 2023 | speech-recognitionSpeech Recognition | CodeCode Available | 1 | 5 |
| A Co-Interactive Transformer for Joint Slot Filling and Intent Detection | Oct 8, 2020 | Intent Detectionslot-filling | CodeCode Available | 1 | 5 |
| Contrastive Learning for Improving ASR Robustness in Spoken Language Understanding | May 2, 2022 | Contrastive LearningSpoken Language Understanding | CodeCode Available | 1 | 5 |
| LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech | Apr 23, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 | 5 |
| Mitigating the Impact of Speech Recognition Errors on Spoken Question Answering by Adversarial Domain Adaptation | Apr 16, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 | 5 |
| Data Augmentation for Spoken Language Understanding via Pretrained Language Models | Apr 29, 2020 | Data AugmentationSpoken Language Understanding | CodeCode Available | 1 | 5 |
| Cross-lingual Spoken Language Understanding with Regularized Representation Alignment | Sep 30, 2020 | SentenceSpoken Language Understanding | CodeCode Available | 1 | 5 |
| RETQA: A Large-Scale Open-Domain Tabular Question Answering Dataset for Real Estate Sector | Dec 13, 2024 | In-Context LearningQuestion Answering | CodeCode Available | 1 | 5 |
| RNN Transducer Models For Spoken Language Understanding | Apr 8, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 | 5 |
| Adapting Pretrained Transformer to Lattices for Spoken Language Understanding | Nov 2, 2020 | Natural Language Understandingspeech-recognition | CodeCode Available | 1 | 5 |
| SLUE: New Benchmark Tasks for Spoken Language Understanding Evaluation on Natural Speech | Nov 19, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 | 5 |
| A Hierarchical Decoding Model For Spoken Language Understanding From Unaligned Data | Apr 9, 2019 | Spoken Language Understanding | CodeCode Available | 1 | 5 |
| SlotRefine: A Fast Non-Autoregressive Model for Joint Intent Detection and Slot Filling | Oct 6, 2020 | Intent Detectionslot-filling | CodeCode Available | 1 | 5 |
