| Feedback Attribution for Counterfactual Bandit Learning in Multi-Domain Spoken Language Understanding | Nov 1, 2021 | counterfactualMulti-agent Reinforcement Learning | —Unverified | 0 |
| FANS: Fusing ASR and NLU for on-device SLU | Oct 31, 2021 | DecoderSpoken Language Understanding | —Unverified | 0 |
| Intent Classification Using Pre-trained Language Agnostic Embeddings For Low Resource Languages | Oct 18, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Speech Summarization using Restricted Self-Attention | Oct 12, 2021 | Document Summarizationspeech-recognition | —Unverified | 0 |
| Deciding Whether to Ask Clarifying Questions in Large-Scale Spoken Language Understanding | Sep 25, 2021 | Spoken Language Understanding | —Unverified | 0 |
| What BERT Based Language Models Learn in Spoken Transcripts: An Empirical Study | Sep 19, 2021 | Spoken Language Understanding | —Unverified | 0 |
| Towards Joint Intent Detection and Slot Filling via Higher-order Attention | Sep 18, 2021 | Intent Detectionslot-filling | —Unverified | 0 |
| Multimodal Audio-textual Architecture for Robust Spoken Language Understanding | Sep 17, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Learning from Multiple Noisy Augmented Data Sets for Better Cross-Lingual Spoken Language Understanding | Sep 3, 2021 | Data AugmentationDenoising | —Unverified | 0 |
| A Context-Aware Hierarchical BERT Fusion Network for Multi-turn Dialog Act Detection | Sep 3, 2021 | slot-fillingSlot Filling | CodeCode Available | 0 |
| HAN: Higher-order Attention Network for Spoken Language Understanding | Aug 26, 2021 | Intent Detectionslot-filling | —Unverified | 0 |
| Augmenting Slot Values and Contexts for Spoken Language Understanding with Pretrained Models | Aug 19, 2021 | Data Augmentationslot-filling | CodeCode Available | 0 |
| Integrating Dialog History into End-to-End Spoken Language Understanding Systems | Aug 18, 2021 | Intent RecognitionSpoken Language Understanding | —Unverified | 0 |
| An Effective Non-Autoregressive Model for Spoken Language Understanding | Aug 16, 2021 | Spoken Language Understanding | —Unverified | 0 |
| Knowledge Distillation from BERT Transformer to Speech Transformer for Intent Classification | Aug 5, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Learning a Neural Diff for Speech Models | Aug 3, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| 面向中文口语理解的基于依赖引导的字特征槽填充模型(A Dependency-Guided Character-Based Slot Filling Model for Chinese Spoken Language Understanding) | Aug 1, 2021 | slot-fillingSlot Filling | —Unverified | 0 |
| Combining semantic search and twin product classification for recognition of purchasable items in voice shopping | Aug 1, 2021 | RetrievalSpoken Language Understanding | —Unverified | 0 |
| A Joint and Domain-Adaptive Approach to Spoken Language Understanding | Jul 25, 2021 | Domain AdaptationIntent Detection | —Unverified | 0 |
| Learning De-identified Representations of Prosody from Raw Audio | Jul 17, 2021 | Spoken Language Understanding | —Unverified | 0 |
| What Helps Transformers Recognize Conversational Structure? Importance of Context, Punctuation, and Labels in Dialog Act Recognition | Jul 5, 2021 | SegmentationSpecificity | CodeCode Available | 1 |
| Unsupervised Spoken Utterance Classification | Jul 2, 2021 | ClassificationSentence | —Unverified | 0 |
| Word-Free Spoken Language Understanding for Mandarin-Chinese | Jul 1, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| 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 |
| N-Best ASR Transformer: Enhancing SLU Performance using Multiple ASR Hypotheses | Jun 11, 2021 | Spoken Language Understanding | CodeCode Available | 1 |
| Sequential End-to-End Intent and Slot Label Classification and Localization | Jun 8, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| SpeechBrain: A General-Purpose Speech Toolkit | Jun 8, 2021 | Language IdentificationSpoken Language Understanding | CodeCode Available | 1 |
| 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 |
| Contextual Domain Classification with Temporal Representations | Jun 1, 2021 | Classificationdomain classification | —Unverified | 0 |
| A Hybrid Approach to Scalable and Robust Spoken Language Understanding in Enterprise Virtual Agents | Jun 1, 2021 | Spoken Language Understanding | —Unverified | 0 |
| Spoken Language Understanding for Task-oriented Dialogue Systems with Augmented Memory Networks | Jun 1, 2021 | Decoderglobal-optimization | —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 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 |
| LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech | Apr 23, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| 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 |
| RNN Transducer Models For Spoken Language Understanding | Apr 8, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
