| A Robust Semantic Frame Parsing Pipeline on a New Complex Twitter Dataset | Dec 18, 2022 | Semantic Frame ParsingSpoken Language Understanding | —Unverified | 0 | 0 |
| A Joint and Domain-Adaptive Approach to Spoken Language Understanding | Jul 25, 2021 | Domain AdaptationIntent Detection | —Unverified | 0 | 0 |
| A Data Efficient End-To-End Spoken Language Understanding Architecture | Feb 14, 2020 | ChunkingLanguage Modeling | —Unverified | 0 | 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) | —Unverified | 0 | 0 |
| Clean Label Attacks against SLU Systems | Sep 13, 2024 | Data Poisoningspeech-recognition | —Unverified | 0 | 0 |
| A Result based Portable Framework for Spoken Language Understanding | Mar 10, 2021 | Spoken Language Understanding | —Unverified | 0 | 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 | 0 |
| Capture Salient Historical Information: A Fast and Accurate Non-Autoregressive Model for Multi-turn Spoken Language Understanding | Jun 24, 2022 | Spoken Language Understanding | —Unverified | 0 | 0 |
| A Progressive Model to Enable Continual Learning for Semantic Slot Filling | Nov 1, 2019 | Continual Learningslot-filling | —Unverified | 0 | 0 |
| Can ChatGPT Detect Intent? Evaluating Large Language Models for Spoken Language Understanding | May 22, 2023 | GPUIn-Context Learning | —Unverified | 0 | 0 |
| A Preliminary Evaluation of ChatGPT for Zero-shot Dialogue Understanding | Apr 9, 2023 | Dialogue State TrackingDialogue Understanding | —Unverified | 0 | 0 |
| Building Robust Spoken Language Understanding by Cross Attention between Phoneme Sequence and ASR Hypothesis | Mar 22, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 | 0 |
| Applications of Lexicographic Semirings to Problems in Speech and Language Processing | Dec 1, 2014 | Language ModellingPart-Of-Speech Tagging | —Unverified | 0 | 0 |
| A Hybrid Approach to Scalable and Robust Spoken Language Understanding in Enterprise Virtual Agents | Jun 1, 2021 | Spoken Language Understanding | —Unverified | 0 | 0 |
| Building an ASR Error Robust Spoken Virtual Patient System in a Highly Class-Imbalanced Scenario Without Speech Data | Apr 11, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 | 0 |
| Bridging the Gap Between Clean Data Training and Real-World Inference for Spoken Language Understanding | Apr 13, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 | 0 |
| A Parameterized and Annotated Spoken Dialog Corpus of the CMU Let's Go Bus Information System | May 1, 2012 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 | 0 |
| Bridging Speech and Textual Pre-trained Models with Unsupervised ASR | Nov 6, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 | 0 |
| Branchformer: Parallel MLP-Attention Architectures to Capture Local and Global Context for Speech Recognition and Understanding | Jul 6, 2022 | speech-recognitionSpeech Recognition | —Unverified | 0 | 0 |
| An Overview and Discussion of the Suitability of Existing Speech Datasets to Train Machine Learning Models for Collective Problem Solving | Dec 24, 2024 | Decision MakingSpoken Language Understanding | —Unverified | 0 | 0 |
| Bottleneck Low-rank Transformers for Low-resource Spoken Language Understanding | Jun 28, 2022 | Spoken Language Understanding | —Unverified | 0 | 0 |
| Blockwise Streaming Transformer for Spoken Language Understanding and Simultaneous Speech Translation | Apr 19, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 | 0 |
| A New Concept of Deep Reinforcement Learning based Augmented General Tagging System | Aug 1, 2018 | Deep Reinforcement LearningNamed Entity Recognition (NER) | —Unverified | 0 | 0 |
| A Graph-to-Sequence Model for Joint Intent Detection and Slot Filling in Task-Oriented Dialogue Systems | Nov 16, 2021 | Decoderglobal-optimization | —Unverified | 0 | 0 |
| Adaptive Knowledge Distillation between Text and Speech Pre-trained Models | Mar 7, 2023 | Knowledge DistillationSpoken Language Understanding | —Unverified | 0 | 0 |
