| End-to-end spoken language understanding using joint CTC loss and self-supervised, pretrained acoustic encoders | May 4, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| The Pipeline System of ASR and NLU with MLM-based Data Augmentation toward STOP Low-resource Challenge | May 2, 2023 | Data AugmentationDomain Adaptation | —Unverified | 0 |
| A Study on the Integration of Pipeline and E2E SLU systems for Spoken Semantic Parsing toward STOP Quality Challenge | May 2, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Joint Modelling of Spoken Language Understanding Tasks with Integrated Dialog History | May 1, 2023 | Spoken Language Understanding | —Unverified | 0 |
| Non-autoregressive End-to-end Approaches for Joint Automatic Speech Recognition and Spoken Language Understanding | Apr 21, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| A Preliminary Evaluation of ChatGPT for Zero-shot Dialogue Understanding | Apr 9, 2023 | Dialogue State TrackingDialogue Understanding | —Unverified | 0 |
| A Deep Learning System for Domain-specific Speech Recognition | Mar 18, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Improving the Intent Classification accuracy in Noisy Environment | Mar 12, 2023 | Automatic Speech RecognitionClassification | —Unverified | 0 |
| Adaptive Knowledge Distillation between Text and Speech Pre-trained Models | Mar 7, 2023 | Knowledge DistillationSpoken Language Understanding | —Unverified | 0 |
| SpeechPrompt v2: Prompt Tuning for Speech Classification Tasks | Mar 1, 2023 | ClassificationLanguage Modeling | —Unverified | 0 |
| Fillers in Spoken Language Understanding: Computational and Psycholinguistic Perspectives | Jan 25, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| HIT-SCIR at MMNLU-22: Consistency Regularization for Multilingual Spoken Language Understanding | Jan 5, 2023 | Data AugmentationIntent Detection | CodeCode Available | 0 |
| Skit-S2I: An Indian Accented Speech to Intent dataset | Dec 26, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Spoken Language Understanding for Conversational AI: Recent Advances and Future Direction | Dec 21, 2022 | Deep Learningintent-classification | —Unverified | 0 |
| SLUE Phase-2: A Benchmark Suite of Diverse Spoken Language Understanding Tasks | Dec 20, 2022 | Dialog Act ClassificationQuestion Answering | —Unverified | 0 |
| A Robust Semantic Frame Parsing Pipeline on a New Complex Twitter Dataset | Dec 18, 2022 | Semantic Frame ParsingSpoken Language Understanding | —Unverified | 0 |
| Effectiveness of Text, Acoustic, and Lattice-based representations in Spoken Language Understanding tasks | Dec 16, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 |
| Bidirectional Representations for Low Resource Spoken Language Understanding | Nov 24, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Multitask Learning for Low Resource Spoken Language Understanding | Nov 24, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| A Scope Sensitive and Result Attentive Model for Multi-Intent Spoken Language Understanding | Nov 22, 2022 | Intent DetectionSemantic Frame Parsing | —Unverified | 0 |
| Introducing Semantics into Speech Encoders | Nov 15, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| An Investigation of the Combination of Rehearsal and Knowledge Distillation in Continual Learning for Spoken Language Understanding | Nov 15, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 |
| A Study on the Integration of Pre-trained SSL, ASR, LM and SLU Models for Spoken Language Understanding | Nov 10, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Comparative layer-wise analysis of self-supervised speech models | Nov 8, 2022 | speech-recognitionSpeech Recognition | CodeCode Available | 1 |
| Robust Unstructured Knowledge Access in Conversational Dialogue with ASR Errors | Nov 8, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 |
