| Improving fairness for spoken language understanding in atypical speech with Text-to-Speech | Nov 16, 2023 | Data AugmentationFairness | CodeCode Available | 1 | 5 |
| BLSP: Bootstrapping Language-Speech Pre-training via Behavior Alignment of Continuation Writing | Sep 2, 2023 | speech-recognitionSpeech Recognition | CodeCode Available | 1 | 5 |
| AISHELL-NER: Named Entity Recognition from Chinese Speech | Feb 17, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 | 5 |
| Speech-MASSIVE: A Multilingual Speech Dataset for SLU and Beyond | Aug 7, 2024 | BenchmarkingLanguage Identification | CodeCode Available | 1 | 5 |
| Contrastive Learning for Improving ASR Robustness in Spoken Language Understanding | May 2, 2022 | Contrastive LearningSpoken Language Understanding | CodeCode Available | 1 | 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 |
| Learning ASR-Robust Contextualized Embeddings for Spoken Language Understanding | Sep 24, 2019 | Spoken Language Understanding | CodeCode Available | 0 | 5 |
| Joint Automatic Speech Recognition And Structure Learning For Better Speech Understanding | Jan 13, 2025 | Automatic Speech Recognitionintent-classification | CodeCode Available | 0 | 5 |
| Incorporating Instructional Prompts into a Unified Generative Framework for Joint Multiple Intent Detection and Slot Filling | Oct 1, 2022 | Intent DetectionSemantic Frame Parsing | CodeCode Available | 0 | 5 |
| "KAN you hear me?" Exploring Kolmogorov-Arnold Networks for Spoken Language Understanding | May 26, 2025 | Kolmogorov-Arnold NetworksSpoken Language Understanding | CodeCode Available | 0 | 5 |
| ISO-Standard Domain-Independent Dialogue Act Tagging for Conversational Agents | Jun 12, 2018 | General ClassificationSpoken Language Understanding | CodeCode Available | 0 | 5 |
| HIT-SCIR at MMNLU-22: Consistency Regularization for Multilingual Spoken Language Understanding | Jan 5, 2023 | Data AugmentationIntent Detection | CodeCode Available | 0 | 5 |
| How Time Matters: Learning Time-Decay Attention for Contextual Spoken Language Understanding in Dialogues | Jun 1, 2018 | Dialogue State TrackingImage Captioning | CodeCode Available | 0 | 5 |
| GL-CLeF: A Global–Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding | May 1, 2022 | Contrastive LearningCross-Lingual Transfer | 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 |
| Graph-Based Semi-Supervised Conditional Random Fields For Spoken Language Understanding Using Unaligned Data | Jan 30, 2017 | Spoken Language Understanding | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Fully Statistical Neural Belief Tracking | Jul 1, 2018 | Dialogue ManagementDialogue State Tracking | CodeCode Available | 0 | 5 |
| A Novel Bi-directional Interrelated Model for Joint Intent Detection and Slot Filling | Jun 30, 2019 | Intent DetectionSentence | CodeCode Available | 0 | 5 |
| FlowQA: Grasping Flow in History for Conversational Machine Comprehension | Oct 6, 2018 | Question AnsweringReading Comprehension | CodeCode Available | 0 | 5 |
| GL-CLeF: A Global-Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding | Apr 18, 2022 | Contrastive LearningCross-Lingual Transfer | CodeCode Available | 0 | 5 |
| Improving Slot Filling in Spoken Language Understanding with Joint Pointer and Attention | Jul 1, 2018 | Sentenceslot-filling | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Leveraging Cross-Lingual Transfer Learning in Spoken Named Entity Recognition Systems | Jul 3, 2023 | Cross-Lingual Transfernamed-entity-recognition | CodeCode Available | 0 | 5 |
| 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 | 5 |
