| Distributionally Robust Finetuning BERT for Covariate Drift in Spoken Language Understanding | May 1, 2022 | Spoken Language Understanding | —Unverified | 0 |
| End-to-end Spoken Conversational Question Answering: Task, Dataset and Model | Apr 29, 2022 | 4kConversational Question Answering | —Unverified | 0 |
| WaBERT: A Low-resource End-to-end Model for Spoken Language Understanding and Speech-to-BERT Alignment | Apr 22, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Blockwise Streaming Transformer for Spoken Language Understanding and Simultaneous Speech Translation | Apr 19, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| GL-CLeF: A Global-Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding | Apr 18, 2022 | Contrastive LearningCross-Lingual Transfer | CodeCode Available | 0 |
| Building an ASR Error Robust Spoken Virtual Patient System in a Highly Class-Imbalanced Scenario Without Speech Data | Apr 11, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Towards End-to-End Integration of Dialog History for Improved Spoken Language Understanding | Apr 11, 2022 | Action RecognitionSpoken Language Understanding | —Unverified | 0 |
| Tokenwise Contrastive Pretraining for Finer Speech-to-BERT Alignment in End-to-End Speech-to-Intent Systems | Apr 11, 2022 | Intent RecognitionSpoken Language Understanding | —Unverified | 0 |
| A Study of Different Ways to Use The Conformer Model For Spoken Language Understanding | Apr 8, 2022 | Spoken Language Understanding | —Unverified | 0 |
| Three-Module Modeling For End-to-End Spoken Language Understanding Using Pre-trained DNN-HMM-Based Acoustic-Phonetic Model | Apr 7, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Deliberation Model for On-Device Spoken Language Understanding | Apr 4, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| End-to-end model for named entity recognition from speech without paired training data | Apr 2, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Multi-task RNN-T with Semantic Decoder for Streamable Spoken Language Understanding | Apr 1, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Building Robust Spoken Language Understanding by Cross Attention between Phoneme Sequence and ASR Hypothesis | Mar 22, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Towards Reducing the Need for Speech Training Data To Build Spoken Language Understanding Systems | Feb 26, 2022 | Spoken Language Understanding | —Unverified | 0 |
| Knowledge Augmented BERT Mutual Network in Multi-turn Spoken Dialogues | Feb 23, 2022 | Spoken Language Understanding | —Unverified | 0 |
| Improving End-to-End Models for Set Prediction in Spoken Language Understanding | Jan 28, 2022 | Data AugmentationDecoder | —Unverified | 0 |
| Dialog Intent Induction via Density-based Deep Clustering Ensemble | Jan 18, 2022 | ClusteringClustering Ensemble | —Unverified | 0 |
| Exploring the Limits of Natural Language Inference Based Setup for Few-Shot Intent Detection | Dec 14, 2021 | Few-Shot LearningGeneralized Few-Shot Learning | CodeCode Available | 0 |
| On the Use of External Data for Spoken Named Entity Recognition | Dec 14, 2021 | Knowledge Distillationnamed-entity-recognition | CodeCode Available | 0 |
| Attentive Contextual Carryover for Multi-Turn End-to-End Spoken Language Understanding | Dec 13, 2021 | Natural Language UnderstandingSpoken Language Understanding | —Unverified | 0 |
| Training data reduction for multilingual Spoken Language Understanding systems | Dec 1, 2021 | intent-classificationIntent Classification | —Unverified | 0 |
| Do We Still Need Automatic Speech Recognition for Spoken Language Understanding? | Nov 29, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Lattention: Lattice-attention in ASR rescoring | Nov 19, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| A Graph-to-Sequence Model for Joint Intent Detection and Slot Filling in Task-Oriented Dialogue Systems | Nov 16, 2021 | Decoderglobal-optimization | —Unverified | 0 |
