| Pro-HAN: A Heterogeneous Graph Attention Network for Profile-Based Spoken Language Understanding | Feb 6, 2024 | Graph AttentionSpoken Language Understanding | CodeCode Available | 0 |
| Learning Semantic Information from Raw Audio Signal Using Both Contextual and Phonetic Representations | Feb 2, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| 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 |
| Improving fairness for spoken language understanding in atypical speech with Text-to-Speech | Nov 16, 2023 | Data AugmentationFairness | CodeCode Available | 1 |
| 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 |
| 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 |
| Few-Shot Spoken Language Understanding via Joint Speech-Text Models | Oct 9, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| LauraGPT: Listen, Attend, Understand, and Regenerate Audio with GPT | Oct 7, 2023 | Audio captioningAutomatic Speech Recognition | CodeCode Available | 2 |
| Continual Contrastive Spoken Language Understanding | Oct 4, 2023 | class-incremental learningClass Incremental Learning | —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 |
| UniverSLU: Universal Spoken Language Understanding for Diverse Tasks with Natural Language Instructions | Oct 4, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —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 |
