| N-Best ASR Transformer: Enhancing SLU Performance using Multiple ASR Hypotheses | Jun 11, 2021 | Spoken Language Understanding | CodeCode Available | 1 | 5 |
| LiveLongBench: Tackling Long-Context Understanding for Spoken Texts from Live Streams | Apr 24, 2025 | Long-Context UnderstandingSpoken Language Understanding | CodeCode Available | 1 | 5 |
| Speak or Chat with Me: End-to-End Spoken Language Understanding System with Flexible Inputs | Apr 7, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 | 5 |
| Mitigating the Impact of Speech Recognition Errors on Spoken Question Answering by Adversarial Domain Adaptation | Apr 16, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | 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 |
| Recurrent Neural Networks with Pre-trained Language Model Embedding for Slot Filling Task | Dec 12, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| QUADS: QUAntized Distillation Framework for Efficient Speech Language Understanding | May 19, 2025 | QuantizationSpoken Language Understanding | 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 |
| ReCoMIF: Reading comprehension based multi-source information fusion network for Chinese spoken language understanding | Aug 1, 2023 | Intent DetectionMultiple-choice | CodeCode Available | 0 | 5 |
| Out-of-distribution generalisation in spoken language understanding | Jul 10, 2024 | Spoken Language Understanding | 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 |
| New Semantic Task for the French Spoken Language Understanding MEDIA Benchmark | Mar 28, 2024 | intent-classificationIntent Classification | 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 |
| On the Use of External Data for Spoken Named Entity Recognition | Dec 14, 2021 | Knowledge Distillationnamed-entity-recognition | CodeCode Available | 0 | 5 |
| Pro-HAN: A Heterogeneous Graph Attention Network for Profile-Based Spoken Language Understanding | Feb 6, 2024 | Graph AttentionSpoken Language Understanding | CodeCode Available | 0 | 5 |
| Robust Unstructured Knowledge Access in Conversational Dialogue with ASR Errors | Nov 8, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | 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 |
| Measuring the Effect of Transcription Noise on Downstream Language Understanding Tasks | Feb 19, 2025 | Automatic Speech Recognitionspeech-recognition | CodeCode Available | 0 | 5 |
| Branchformer: Parallel MLP-Attention Architectures to Capture Local and Global Context for Speech Recognition and Understanding | Jul 6, 2022 | speech-recognitionSpeech Recognition | CodeCode Available | 0 | 5 |
| Speech Understanding on Tiny Devices with A Learning Cache | Nov 30, 2023 | speech-recognitionSpeech Recognition | 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 |
| Learning ASR-Robust Contextualized Embeddings for Spoken Language Understanding | Sep 24, 2019 | Spoken Language Understanding | CodeCode Available | 0 | 5 |
| Leveraging Multilingual Self-Supervised Pretrained Models for Sequence-to-Sequence End-to-End Spoken Language Understanding | Oct 9, 2023 | slot-fillingSlot Filling | 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 |
| SDNet: Contextualized Attention-based Deep Network for Conversational Question Answering | Dec 10, 2018 | Conversational Question AnsweringCoreference Resolution | 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 |
| ISO-Standard Domain-Independent Dialogue Act Tagging for Conversational Agents | Jun 12, 2018 | General ClassificationSpoken Language Understanding | 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 |
| HIT-SCIR at MMNLU-22: Consistency Regularization for Multilingual Spoken Language Understanding | Jan 5, 2023 | Data AugmentationIntent Detection | 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 |
| "KAN you hear me?" Exploring Kolmogorov-Arnold Networks for Spoken Language Understanding | May 26, 2025 | Kolmogorov-Arnold NetworksSpoken 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 |
| FlowQA: Grasping Flow in History for Conversational Machine Comprehension | Oct 6, 2018 | Question AnsweringReading Comprehension | CodeCode Available | 0 | 5 |
| Fully Statistical Neural Belief Tracking | Jul 1, 2018 | Dialogue ManagementDialogue State Tracking | 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 |
| MultiMed: Multilingual Medical Speech Recognition via Attention Encoder Decoder | Sep 21, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | 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 |
| Fast Intent Classification for Spoken Language Understanding | Dec 3, 2019 | ClassificationDecision Making | CodeCode Available | 0 | 5 |
| Back Transcription as a Method for Evaluating Robustness of Natural Language Understanding Models to Speech Recognition Errors | Oct 25, 2023 | en-US domain classificationen-US Intent Classification | CodeCode Available | 0 | 5 |
| Fleurs-SLU: A Massively Multilingual Benchmark for Spoken Language Understanding | Jan 10, 2025 | Automatic Speech RecognitionClassification | 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 |
| A Unified Framework for Multi-intent Spoken Language Understanding with prompting | Oct 7, 2022 | Intent DetectionMulti-Task 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 |
| 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 |
| Augmenting Slot Values and Contexts for Spoken Language Understanding with Pretrained Models | Aug 19, 2021 | Data Augmentationslot-filling | CodeCode Available | 0 | 5 |
| Audio-Linguistic Embeddings for Spoken Sentences | Feb 20, 2019 | DecoderEmotion 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 |
| 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 |
| EDA: Enriching Emotional Dialogue Acts using an Ensemble of Neural Annotators | Dec 2, 2019 | Dialogue Act ClassificationEmotional Dialogue Acts | CodeCode Available | 0 | 5 |
