| On joint training with interfaces for spoken language understanding | Jun 30, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Rethinking End-to-End Evaluation of Decomposable Tasks: A Case Study on Spoken Language Understanding | Jun 29, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Enhancing the Generalization for Intent Classification and Out-of-Domain Detection in SLU | Jun 28, 2021 | intent-classificationIntent Classification | —Unverified | 0 |
| Where are we in semantic concept extraction for Spoken Language Understanding? | Jun 24, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| End-to-End Spoken Language Understanding for Generalized Voice Assistants | Jun 16, 2021 | Spoken Language Understanding | —Unverified | 0 |
| A Study into Pre-training Strategies for Spoken Language Understanding on Dysarthric Speech | Jun 15, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Sequential End-to-End Intent and Slot Label Classification and Localization | Jun 8, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| An Adversarial Learning based Multi-Step Spoken Language Understanding System through Human-Computer Interaction | Jun 6, 2021 | Dialogue State TrackingSemantic Frame Parsing | —Unverified | 0 |
| Semantic-WER: A Unified Metric for the Evaluation of ASR Transcript for End Usability | Jun 3, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Worldly Wise (WoW) - Cross-Lingual Knowledge Fusion for Fact-based Visual Spoken-Question Answering | Jun 1, 2021 | Knowledge GraphsQuestion Answering | —Unverified | 0 |
| Reinforced Iterative Knowledge Distillation for Cross-Lingual Named Entity Recognition | Jun 1, 2021 | Cross-Lingual NERKnowledge Distillation | —Unverified | 0 |
| A Hybrid Approach to Scalable and Robust Spoken Language Understanding in Enterprise Virtual Agents | Jun 1, 2021 | Spoken Language Understanding | —Unverified | 0 |
| Contextual Domain Classification with Temporal Representations | Jun 1, 2021 | Classificationdomain classification | —Unverified | 0 |
| Spoken Language Understanding for Task-oriented Dialogue Systems with Augmented Memory Networks | Jun 1, 2021 | Decoderglobal-optimization | —Unverified | 0 |
| A Streaming End-to-End Framework For Spoken Language Understanding | May 20, 2021 | Intent DetectionKeyword Spotting | —Unverified | 0 |
| Effective Slot Filling via Weakly-Supervised Dual-Model Learning | May 18, 2021 | slot-fillingSlot Filling | CodeCode Available | 0 |
| From Masked Language Modeling to Translation: Non-English Auxiliary Tasks Improve Zero-shot Spoken Language Understanding | May 15, 2021 | intent-classificationIntent Classification | CodeCode Available | 0 |
| Joint Text and Label Generation for Spoken Language Understanding | May 11, 2021 | intent-classificationIntent Classification | —Unverified | 0 |
| Speech2Slot: An End-to-End Knowledge-based Slot Filling from Speech | May 10, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Pre-training for Spoken Language Understanding with Joint Textual and Phonetic Representation Learning | Apr 21, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Data Augmentation for Voice-Assistant NLU using BERT-based Interchangeable Rephrase | Apr 16, 2021 | Data Augmentationintent-classification | —Unverified | 0 |
| Integration of Pre-trained Networks with Continuous Token Interface for End-to-End Spoken Language Understanding | Apr 15, 2021 | intent-classificationIntent Classification | —Unverified | 0 |
| Bridging the Gap Between Clean Data Training and Real-World Inference for Spoken Language Understanding | Apr 13, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Semantic Distance: A New Metric for ASR Performance Analysis Towards Spoken Language Understanding | Apr 5, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Timers and Such: A Practical Benchmark for Spoken Language Understanding with Numbers | Apr 4, 2021 | Spoken Language Understanding | CodeCode Available | 0 |
| 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 |
