| ESPnet-SE++: Speech Enhancement for Robust Speech Recognition, Translation, and Understanding | Jul 19, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 | 5 |
| 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 | 5 |
| A Bi-model based RNN Semantic Frame Parsing Model for Intent Detection and Slot Filling | Dec 26, 2018 | Decoder | CodeCode Available | 0 | 5 |
| Explaining Speech Classification Models via Word-Level Audio Segments and Paralinguistic Features | Sep 14, 2023 | counterfactualSpoken Language Understanding | CodeCode Available | 0 | 5 |
| CAE: Mechanism to Diminish the Class Imbalanced in SLU Slot Filling Task | Sep 21, 2022 | intent-classificationIntent Classification | CodeCode Available | 0 | 5 |
| Performance Analysis of Speech Encoders for Low-Resource SLU and ASR in Tunisian Dialect | Jul 5, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 | 5 |
| Fast Intent Classification for Spoken Language Understanding | Dec 3, 2019 | ClassificationDecision Making | CodeCode Available | 0 | 5 |
| ReCoMIF: Reading comprehension based multi-source information fusion network for Chinese spoken language understanding | Aug 1, 2023 | Intent DetectionMultiple-choice | CodeCode Available | 0 | 5 |
| Energy-based Self-attentive Learning of Abstractive Communities for Spoken Language Understanding | Apr 20, 2019 | ClusteringCommunity Detection | CodeCode Available | 0 | 5 |
| EDA: Enriching Emotional Dialogue Acts using an Ensemble of Neural Annotators | Dec 2, 2019 | Dialogue Act ClassificationEmotional Dialogue Acts | CodeCode Available | 0 | 5 |
| Effective Slot Filling via Weakly-Supervised Dual-Model Learning | May 18, 2021 | slot-fillingSlot Filling | CodeCode Available | 0 | 5 |
| A Contrastive Learning Approach to Mitigate Bias in Speech Models | Jun 20, 2024 | Contrastive LearningSpoken Language Understanding | CodeCode Available | 0 | 5 |
| End-to-end Spoken Language Understanding with Tree-constrained Pointer Generator | Oct 29, 2022 | intent-classificationIntent Classification | CodeCode Available | 0 | 5 |
| Finstreder: Simple and fast Spoken Language Understanding with Finite State Transducers using modern Speech-to-Text models | Jun 29, 2022 | Intent ClassificationSlot Filling | CodeCode Available | 0 | 5 |
| Discourse-Wizard: Discovering Deep Discourse Structure in your Conversation with RNNs | Jun 29, 2018 | Spoken Language Understanding | CodeCode Available | 0 | 5 |
| A Light Transformer For Speech-To-Intent Applications | Jan 19, 2021 | Spoken Language Understanding | CodeCode Available | 0 | 5 |
| Do Large Language Model Understand Multi-Intent Spoken Language ? | Mar 7, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| Decay-Function-Free Time-Aware Attention to Context and Speaker Indicator for Spoken Language Understanding | Mar 20, 2019 | dialog state trackingSpoken Language Understanding | CodeCode Available | 0 | 5 |
| A BiRGAT Model for Multi-intent Spoken Language Understanding with Hierarchical Semantic Frames | Feb 28, 2024 | DecoderGraph Attention | CodeCode Available | 0 | 5 |
| A dataset for resolving referring expressions in spoken dialogue via contextual query rewrites (CQR) | Mar 28, 2019 | Spoken Dialogue SystemsSpoken Language Understanding | CodeCode Available | 0 | 5 |
| Text Matters but Speech Influences: A Computational Analysis of Syntactic Ambiguity Resolution | Oct 21, 2019 | SentenceSpoken Language Understanding | CodeCode Available | 0 | 5 |
| Dynamic Time-Aware Attention to Speaker Roles and Contexts for Spoken Language Understanding | Sep 30, 2017 | Dialogue State TrackingSpoken Language Understanding | CodeCode Available | 0 | 5 |
| A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding | Sep 5, 2019 | Intent Detectionslot-filling | CodeCode Available | 0 | 5 |
| A Context-Aware Hierarchical BERT Fusion Network for Multi-turn Dialog Act Detection | Sep 3, 2021 | slot-fillingSlot Filling | CodeCode Available | 0 | 5 |
| Data Augmentation with Atomic Templates for Spoken Language Understanding | Aug 28, 2019 | Data AugmentationDecoder | CodeCode Available | 0 | 5 |
