| Towards ASR Robust Spoken Language Understanding Through In-Context Learning With Word Confusion Networks | Jan 5, 2024 | In-Context Learningintent-classification | —Unverified | 0 |
| Compositional Generalization in Spoken Language Understanding | Dec 25, 2023 | Spoken Language Understanding | —Unverified | 0 |
| Generative Context-aware Fine-tuning of Self-supervised Speech Models | Dec 15, 2023 | Automatic Speech Recognitionnamed-entity-recognition | —Unverified | 0 |
| Creating Spoken Dialog Systems in Ultra-Low Resourced Settings | Dec 11, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Speech Understanding on Tiny Devices with A Learning Cache | Nov 30, 2023 | speech-recognitionSpeech Recognition | CodeCode Available | 0 |
| Co-guiding for Multi-intent Spoken Language Understanding | Nov 22, 2023 | Contrastive LearningGraph Attention | —Unverified | 0 |
| ML-LMCL: Mutual Learning and Large-Margin Contrastive Learning for Improving ASR Robustness in Spoken Language Understanding | Nov 19, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Generalized zero-shot audio-to-intent classification | Nov 4, 2023 | ClassificationGoal-Oriented Dialog | —Unverified | 0 |
| 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 |
| Toward Joint Language Modeling for Speech Units and Text | Oct 12, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| 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 |
| Few-Shot Spoken Language Understanding via Joint Speech-Text Models | Oct 9, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Improving End-to-End Speech Processing by Efficient Text Data Utilization with Latent Synthesis | Oct 9, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Continual Contrastive Spoken Language Understanding | Oct 4, 2023 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| UniverSLU: Universal Spoken Language Understanding for Diverse Tasks with Natural Language Instructions | Oct 4, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| I^2KD-SLU: An Intra-Inter Knowledge Distillation Framework for Zero-Shot Cross-Lingual Spoken Language Understanding | Oct 4, 2023 | Intent DetectionKnowledge Distillation | —Unverified | 0 |
| Exploring Speech Recognition, Translation, and Understanding with Discrete Speech Units: A Comparative Study | Sep 27, 2023 | Automatic Speech RecognitionSelf-Supervised Learning | —Unverified | 0 |
| Improving Speaker Diarization using Semantic Information: Joint Pairwise Constraints Propagation | Sep 19, 2023 | speaker-diarizationSpeaker Diarization | —Unverified | 0 |
| Augmenting text for spoken language understanding with Large Language Models | Sep 17, 2023 | Semantic ParsingSpoken Language Understanding | —Unverified | 0 |
| Explaining Speech Classification Models via Word-Level Audio Segments and Paralinguistic Features | Sep 14, 2023 | counterfactualSpoken Language Understanding | CodeCode Available | 0 |
| Leveraging Large Language Models for Exploiting ASR Uncertainty | Sep 9, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Addressing the Blind Spots in Spoken Language Processing | Sep 6, 2023 | Spoken Language Understanding | —Unverified | 0 |
| LaDA: Latent Dialogue Action For Zero-shot Cross-lingual Neural Network Language Modeling | Aug 5, 2023 | Intent DetectionLanguage Modeling | —Unverified | 0 |
| ReCoMIF: Reading comprehension based multi-source information fusion network for Chinese spoken language understanding | Aug 1, 2023 | Intent DetectionMultiple-choice | CodeCode Available | 0 |
| Modality Confidence Aware Training for Robust End-to-End Spoken Language Understanding | Jul 22, 2023 | speech-recognitionSpeech Recognition | —Unverified | 0 |
| Integrating Pretrained ASR and LM to Perform Sequence Generation for Spoken Language Understanding | Jul 20, 2023 | speech-recognitionSpeech Recognition | —Unverified | 0 |
| Leveraging Cross-Lingual Transfer Learning in Spoken Named Entity Recognition Systems | Jul 3, 2023 | Cross-Lingual Transfernamed-entity-recognition | CodeCode Available | 0 |
| Semantic enrichment towards efficient speech representations | Jul 3, 2023 | Spoken Language Understanding | —Unverified | 0 |
| Multimodal Audio-textual Architecture for Robust Spoken Language Understanding | Jun 12, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Tensor decomposition for minimization of E2E SLU model toward on-device processing | Jun 2, 2023 | speech-recognitionSpeech Recognition | —Unverified | 0 |
| Inspecting Spoken Language Understanding from Kids for Basic Math Learning at Home | Jun 1, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Improving Textless Spoken Language Understanding with Discrete Units as Intermediate Target | May 29, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| CIF-PT: Bridging Speech and Text Representations for Spoken Language Understanding via Continuous Integrate-and-Fire Pre-Training | May 27, 2023 | intent-classificationIntent Classification | —Unverified | 0 |
| Sequence-Level Knowledge Distillation for Class-Incremental End-to-End Spoken Language Understanding | May 23, 2023 | Continual LearningDecoder | —Unverified | 0 |
| Zero-Shot End-to-End Spoken Language Understanding via Cross-Modal Selective Self-Training | May 22, 2023 | Natural Language UnderstandingSpoken Language Understanding | CodeCode Available | 0 |
| Can ChatGPT Detect Intent? Evaluating Large Language Models for Spoken Language Understanding | May 22, 2023 | GPUIn-Context Learning | —Unverified | 0 |
| Exploring Speaker-Related Information in Spoken Language Understanding for Better Speaker Diarization | May 22, 2023 | speaker-diarizationSpeaker Diarization | —Unverified | 0 |
| Sentence Embedder Guided Utterance Encoder (SEGUE) for Spoken Language Understanding | May 20, 2023 | Knowledge DistillationSentence | CodeCode Available | 0 |
| 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 |
| The Interpreter Understands Your Meaning: End-to-end Spoken Language Understanding Aided by Speech Translation | May 16, 2023 | Abstractive Text SummarizationContinual Learning | CodeCode Available | 0 |
| Fast Conformer with Linearly Scalable Attention for Efficient Speech Recognition | May 8, 2023 | Automatic Speech RecognitionDecoder | —Unverified | 0 |
| 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 |
