| Cross-lingual Spoken Language Understanding with Regularized Representation Alignment | Sep 30, 2020 | SentenceSpoken Language Understanding | CodeCode Available | 1 | 5 |
| OpenSLU: A Unified, Modularized, and Extensible Toolkit for Spoken Language Understanding | May 17, 2023 | Spoken Language Understanding | 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 |
| BLSP: Bootstrapping Language-Speech Pre-training via Behavior Alignment of Continuation Writing | Sep 2, 2023 | speech-recognitionSpeech Recognition | CodeCode Available | 1 | 5 |
| WAVPROMPT: Towards Few-Shot Spoken Language Understanding with Frozen Language Models | Mar 29, 2022 | Few-Shot LearningLanguage Modeling | 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 |
| Joint Automatic Speech Recognition And Structure Learning For Better Speech Understanding | Jan 13, 2025 | Automatic Speech Recognitionintent-classification | 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 |
| 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 |
| Improving Slot Filling in Spoken Language Understanding with Joint Pointer and Attention | Jul 1, 2018 | Sentenceslot-filling | 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 |
| A Comparative Study on E-Branchformer vs Conformer in Speech Recognition, Translation, and Understanding Tasks | May 18, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | 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 |
| 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 |
| 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 |
| 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 |
| A Bi-model based RNN Semantic Frame Parsing Model for Intent Detection and Slot Filling | Dec 26, 2018 | Decoder | CodeCode Available | 0 | 5 |
| Fully Statistical Neural Belief Tracking | Jul 1, 2018 | Dialogue ManagementDialogue State Tracking | 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 |
| 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 |
| Fleurs-SLU: A Massively Multilingual Benchmark for Spoken Language Understanding | Jan 10, 2025 | Automatic Speech RecognitionClassification | 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 |
| Fast Intent Classification for Spoken Language Understanding | Dec 3, 2019 | ClassificationDecision Making | CodeCode Available | 0 | 5 |
| FlowQA: Grasping Flow in History for Conversational Machine Comprehension | Oct 6, 2018 | Question AnsweringReading Comprehension | 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 |
