| Intent Recognition and Unsupervised Slot Identification for Low Resourced Spoken Dialog Systems | Apr 3, 2021 | Data AugmentationGeneral Classification | —Unverified | 0 |
| The impact of domain-specific representations on BERT-based multi-domain spoken language understanding | Apr 1, 2021 | Classificationdomain classification | —Unverified | 0 |
| An Approach to Improve Robustness of NLP Systems against ASR Errors | Mar 25, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Hallucination of speech recognition errors with sequence to sequence learning | Mar 23, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| A Result based Portable Framework for Spoken Language Understanding | Mar 10, 2021 | Spoken Language Understanding | —Unverified | 0 |
| Leveraging Acoustic and Linguistic Embeddings from Pretrained speech and language Models for Intent Classification | Feb 15, 2021 | ClassificationGeneral Classification | —Unverified | 0 |
| Do as I mean, not as I say: Sequence Loss Training for Spoken Language Understanding | Feb 12, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Speech-language Pre-training for End-to-end Spoken Language Understanding | Feb 11, 2021 | DecoderLanguage Modeling | —Unverified | 0 |
| Joint Intent Detection and Slot Filling with Wheel-Graph Attention Networks | Feb 9, 2021 | Graph AttentionIntent Detection | —Unverified | 0 |
| Confusion2vec 2.0: Enriching Ambiguous Spoken Language Representations with Subwords | Feb 3, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 |
| End2End Acoustic to Semantic Transduction | Feb 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Light Transformer For Speech-To-Intent Applications | Jan 19, 2021 | Spoken Language Understanding | CodeCode Available | 0 |
| Pattern-aware Data Augmentation for Query Rewriting in Voice Assistant Systems | Dec 21, 2020 | Data AugmentationFriction | —Unverified | 0 |
| Exploring Transfer Learning For End-to-End Spoken Language Understanding | Dec 15, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Improving Spoken Language Understanding by Wisdom of Crowds | Dec 1, 2020 | Data AugmentationSpoken Language Understanding | —Unverified | 0 |
| Federated Learning for Spoken Language Understanding | Dec 1, 2020 | Federated LearningIntent Detection | —Unverified | 0 |
| Syntactic Graph Convolutional Network for Spoken Language Understanding | Dec 1, 2020 | Intent DetectionMulti-Task Learning | —Unverified | 0 |
| Neural Networks approaches focused on French Spoken Language Understanding: application to the MEDIA Evaluation Task | Dec 1, 2020 | Spoken Language UnderstandingWord Embeddings | CodeCode Available | 0 |
| Multi-task Learning of Spoken Language Understanding by Integrating N-Best Hypotheses with Hierarchical Attention | Dec 1, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Meta learning to classify intent and slot labels with noisy few shot examples | Nov 30, 2020 | Benchmarkingintent-classification | —Unverified | 0 |
| 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 |
| To What Degree Can Language Borders Be Blurred In BERT-based Multilingual Spoken Language Understanding? | Nov 10, 2020 | Spoken Language Understanding | —Unverified | 0 |
| A low latency ASR-free end to end spoken language understanding system | Nov 10, 2020 | Speech-to-TextSpoken Language Understanding | —Unverified | 0 |
