| A Scope Sensitive and Result Attentive Model for Multi-Intent Spoken Language Understanding | Nov 22, 2022 | Intent DetectionSemantic Frame Parsing | —Unverified | 0 | 0 |
| A Joint Learning Framework With BERT for Spoken Language Understanding | Nov 20, 2019 | Decoderintent-classification | —Unverified | 0 | 0 |
| Compact Lexicon Selection with Spectral Methods | Jul 1, 2015 | Knowledge GraphsSpoken Language Understanding | —Unverified | 0 | 0 |
| Combining Word Feature Vector Method with the Convolutional Neural Network for Slot Filling in Spoken Language Understanding | Jun 18, 2018 | Sentenceslot-filling | —Unverified | 0 | 0 |
| A Scalable Neural Shortlisting-Reranking Approach for Large-Scale Domain Classification in Natural Language Understanding | Apr 22, 2018 | domain classificationGeneral Classification | —Unverified | 0 | 0 |
| Combining semantic search and twin product classification for recognition of purchasable items in voice shopping | Aug 1, 2021 | RetrievalSpoken Language Understanding | —Unverified | 0 | 0 |
| Co-guiding for Multi-intent Spoken Language Understanding | Nov 22, 2023 | Contrastive LearningGraph Attention | —Unverified | 0 | 0 |
| 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 |
| 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 |
| Exploring Speaker-Related Information in Spoken Language Understanding for Better Speaker Diarization | May 22, 2023 | speaker-diarizationSpeaker Diarization | —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 |
| 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 |
| Exploiting multiple hypotheses for Multilingual Spoken Language Understanding | Aug 1, 2013 | Speech RecognitionSpoken Language Understanding | —Unverified | 0 | 0 |
| Exploiting Machine-Transcribed Dialog Corpus to Improve Multiple Dialog States Tracking Methods | Jul 1, 2012 | Speech RecognitionSpoken Language Understanding | —Unverified | 0 | 0 |
| Bottleneck Low-rank Transformers for Low-resource Spoken Language Understanding | Jun 28, 2022 | Spoken Language Understanding | —Unverified | 0 | 0 |
| Evaluating and Improving Continual Learning in Spoken Language Understanding | Feb 16, 2024 | Continual LearningSpoken Language Understanding | —Unverified | 0 | 0 |
| Estimation de la qualit\'e d'un syst\`eme de reconnaissance de la parole pour une t\^ache de compr\'ehension (Quality estimation of a Speech Recognition System for a Spoken Language Understanding task) | Jul 1, 2016 | speech-recognitionSpeech Recognition | —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 |
| A Comparative Study of Weighting Schemes for the Interpretation of Spoken Referring Expressions | Nov 1, 2014 | Spoken Language UnderstandingText Generation | —Unverified | 0 | 0 |
| Bidirectional Representations for Low Resource Spoken Language Understanding | Nov 24, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 | 0 |
| Ensemble Chinese End-to-End Spoken Language Understanding for Abnormal Event Detection from audio stream | Oct 19, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 | 0 |
| Biber Redux: Reconsidering Dimensions of Variation in American English | Aug 1, 2014 | Domain AdaptationInformation Retrieval | —Unverified | 0 | 0 |
| A neural prosody encoder for end-ro-end dialogue act classification | May 11, 2022 | Dialogue Act ClassificationSpoken Language Understanding | —Unverified | 0 | 0 |
| Enriching ASR Lattices with POS Tags for Dependency Parsing | Sep 1, 2017 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 | 0 |
| Enhancing the Generalization for Intent Classification and Out-of-Domain Detection in SLU | Jun 28, 2021 | intent-classificationIntent Classification | —Unverified | 0 | 0 |
| BERT Meets CTC: New Formulation of End-to-End Speech Recognition with Pre-trained Masked Language Model | Oct 29, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Evaluation of the Scusi? Spoken Language Interpretation System -- A Case Study | Oct 1, 2013 | Spoken Language Understanding | —Unverified | 0 | 0 |
| Engineering Statistical Dialog State Trackers: A Case Study on DSTC | Aug 1, 2013 | Spoken Language Understanding | —Unverified | 0 | 0 |
| Benchmarking Transformers-based models on French Spoken Language Understanding tasks | Jul 19, 2022 | BenchmarkingSpoken Language Understanding | —Unverified | 0 | 0 |
| An End-to-end Approach for Handling Unknown Slot Values in Dialogue State Tracking | May 3, 2018 | Dialogue State TrackingSpoken Language Understanding | —Unverified | 0 | 0 |
| Exploiting Sentence and Context Representations in Deep Neural Models for Spoken Language Understanding | Oct 13, 2016 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 | 0 |
| Agent-Aware Dropout DQN for Safe and Efficient On-line Dialogue Policy Learning | Sep 1, 2017 | Automatic Speech Recognition (ASR)Dialogue Management | —Unverified | 0 | 0 |
| End-to-End Spoken Language Understanding for Generalized Voice Assistants | Jun 16, 2021 | Spoken Language Understanding | —Unverified | 0 | 0 |
