| 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 |
| WAVPROMPT: Towards Few-Shot Spoken Language Understanding with Frozen Language Models | Mar 29, 2022 | Few-Shot LearningLanguage Modeling | CodeCode Available | 1 |
| 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 |
| AISHELL-NER: Named Entity Recognition from Chinese Speech | Feb 17, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| 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 |
| Text is no more Enough! A Benchmark for Profile-based Spoken Language Understanding | Dec 22, 2021 | Intent DetectionSemantic Frame Parsing | CodeCode Available | 1 |
| 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 |
| ESPnet-SLU: Advancing Spoken Language Understanding through ESPnet | Nov 29, 2021 | Spoken Language Understandingtext-to-speech | CodeCode Available | 1 |
| Do We Still Need Automatic Speech Recognition for Spoken Language Understanding? | Nov 29, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| SLUE: New Benchmark Tasks for Spoken Language Understanding Evaluation on Natural Speech | Nov 19, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| 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 |
| Inducing Global and Local Knowledge Attention in Multi-turn Dialog Understanding | Nov 16, 2021 | Response GenerationSpoken Language Understanding | —Unverified | 0 |
| On Spoken Language Understanding Systems for Low Resourced Languages | Nov 16, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| A Fine-tuned Wav2vec 2.0/HuBERT Benchmark For Speech Emotion Recognition, Speaker Verification and Spoken Language Understanding | Nov 4, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| What BERT Based Language Model Learns in Spoken Transcripts: An Empirical Study | Nov 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| 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 |
