| Addressing the Blind Spots in Spoken Language Processing | Sep 6, 2023 | Spoken Language Understanding | —Unverified | 0 |
| BLSP: Bootstrapping Language-Speech Pre-training via Behavior Alignment of Continuation Writing | Sep 2, 2023 | speech-recognitionSpeech Recognition | CodeCode Available | 1 |
| Joint Multiple Intent Detection and Slot Filling with Supervised Contrastive Learning and Self-Distillation | Aug 28, 2023 | Contrastive LearningIntent Detection | CodeCode Available | 1 |
| 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 |
| SpeechGLUE: How Well Can Self-Supervised Speech Models Capture Linguistic Knowledge? | Jun 14, 2023 | Natural Language UnderstandingSelf-Supervised Learning | CodeCode Available | 1 |
| ITALIC: An Italian Intent Classification Dataset | Jun 14, 2023 | Classificationintent-classification | CodeCode Available | 1 |
| 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 |
| Can ChatGPT Detect Intent? Evaluating Large Language Models for Spoken Language Understanding | May 22, 2023 | GPUIn-Context Learning | —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 |
| 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 |
| OpenSLU: A Unified, Modularized, and Extensible Toolkit for Spoken Language Understanding | May 17, 2023 | Spoken Language Understanding | CodeCode Available | 1 |
| 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 |
