| SPLAT: Speech-Language Joint Pre-Training for Spoken Language Understanding | Oct 5, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| RETQA: A Large-Scale Open-Domain Tabular Question Answering Dataset for Real Estate Sector | Dec 13, 2024 | In-Context LearningQuestion Answering | CodeCode Available | 1 |
| ESPnet-SLU: Advancing Spoken Language Understanding through ESPnet | Nov 29, 2021 | Spoken Language Understandingtext-to-speech | CodeCode Available | 1 |
| A Survey on Spoken Language Understanding: Recent Advances and New Frontiers | Mar 4, 2021 | Spoken Language UnderstandingSurvey | CodeCode Available | 1 |
| SLURP: A Spoken Language Understanding Resource Package | Nov 26, 2020 | Intent ClassificationSlot Filling | CodeCode Available | 1 |
| A Simulation-based Framework for Spoken Language Understanding and Action Selection in Situated Interaction | Jun 1, 2012 | Spoken Language Understanding | —Unverified | 0 |
| A Simple and Generic Belief Tracking Mechanism for the Dialog State Tracking Challenge: On the believability of observed information | Aug 1, 2013 | dialog state trackingSpeech Recognition | —Unverified | 0 |
| A Self-Attentive Model with Gate Mechanism for Spoken Language Understanding | Oct 1, 2018 | Automatic Speech Recognition (ASR)Intent Detection | —Unverified | 0 |
| A Joint Model for Discovery of Aspects in Utterances | Jul 1, 2012 | Spoken Language Understanding | —Unverified | 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 |
| A Self-Attention Joint Model for Spoken Language Understanding in Situational Dialog Applications | May 27, 2019 | Goal-Oriented DialogIntent Detection | —Unverified | 0 |
| A Simultaneous Recognition Framework for the Spoken Language Understanding Module of Intelligent Personal Assistant Software on Smart Phones | Jul 1, 2015 | Named Entity Recognition (NER)Spoken Language Understanding | —Unverified | 0 |
| A Scope Sensitive and Result Attentive Model for Multi-Intent Spoken Language Understanding | Nov 22, 2022 | Intent DetectionSemantic Frame Parsing | —Unverified | 0 |
| A Joint Learning Framework With BERT for Spoken Language Understanding | Nov 20, 2019 | Decoderintent-classification | —Unverified | 0 |
| A Scalable Neural Shortlisting-Reranking Approach for Large-Scale Domain Classification in Natural Language Understanding | Apr 22, 2018 | domain classificationGeneral Classification | —Unverified | 0 |
| A Robust Semantic Frame Parsing Pipeline on a New Complex Twitter Dataset | Dec 18, 2022 | Semantic Frame ParsingSpoken Language Understanding | —Unverified | 0 |
| A Joint and Domain-Adaptive Approach to Spoken Language Understanding | Jul 25, 2021 | Domain AdaptationIntent Detection | —Unverified | 0 |
| A Data Efficient End-To-End Spoken Language Understanding Architecture | Feb 14, 2020 | ChunkingLanguage Modeling | —Unverified | 0 |
| Compact Lexicon Selection with Spectral Methods | Jul 1, 2015 | Knowledge GraphsSpoken Language Understanding | —Unverified | 0 |
| A Result based Portable Framework for Spoken Language Understanding | Mar 10, 2021 | Spoken Language Understanding | —Unverified | 0 |
| A Progressive Model to Enable Continual Learning for Semantic Slot Filling | Nov 1, 2019 | Continual Learningslot-filling | —Unverified | 0 |
| A Preliminary Evaluation of ChatGPT for Zero-shot Dialogue Understanding | Apr 9, 2023 | Dialogue State TrackingDialogue Understanding | —Unverified | 0 |
| Applications of Lexicographic Semirings to Problems in Speech and Language Processing | Dec 1, 2014 | Language ModellingPart-Of-Speech Tagging | —Unverified | 0 |
| A Hybrid Approach to Scalable and Robust Spoken Language Understanding in Enterprise Virtual Agents | Jun 1, 2021 | Spoken Language Understanding | —Unverified | 0 |
| Adaptive Knowledge Distillation between Text and Speech Pre-trained Models | Mar 7, 2023 | Knowledge DistillationSpoken Language Understanding | —Unverified | 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 |
| 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 |
| A Comparative Study of Weighting Schemes for the Interpretation of Spoken Referring Expressions | Nov 1, 2014 | Spoken Language UnderstandingText Generation | —Unverified | 0 |
| A New Concept of Deep Reinforcement Learning based Augmented General Tagging System | Aug 1, 2018 | Deep Reinforcement LearningNamed Entity Recognition (NER) | —Unverified | 0 |
| Blockwise Streaming Transformer for Spoken Language Understanding and Simultaneous Speech Translation | Apr 19, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 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 |
| Co-guiding for Multi-intent Spoken Language Understanding | Nov 22, 2023 | Contrastive LearningGraph Attention | —Unverified | 0 |
| Combining semantic search and twin product classification for recognition of purchasable items in voice shopping | Aug 1, 2021 | RetrievalSpoken Language Understanding | —Unverified | 0 |
| Comparative Error Analysis of Dialog State Tracking | Jun 1, 2014 | dialog state trackingSpeech Recognition | —Unverified | 0 |
| A neural prosody encoder for end-ro-end dialogue act classification | May 11, 2022 | Dialogue Act ClassificationSpoken Language Understanding | —Unverified | 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 |
| Agent-Aware Dropout DQN for Safe and Efficient On-line Dialogue Policy Learning | Sep 1, 2017 | Automatic Speech Recognition (ASR)Dialogue Management | —Unverified | 0 |
| An Empirical Study of Automatic Chinese Word Segmentation for Spoken Language Understanding and Named Entity Recognition | Jun 1, 2016 | Automatic Speech Recognition (ASR)Chinese Word Segmentation | —Unverified | 0 |
| Avaya Conversational Intelligence: A Real-Time System for Spoken Language Understanding in Human-Human Call Center Conversations | Sep 2, 2019 | Abstractive Text SummarizationIntent Recognition | —Unverified | 0 |
| A Fine-tuned Wav2vec 2.0/HuBERT Benchmark For Speech Emotion Recognition, Speaker Verification and Spoken Language Understanding | Nov 4, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Benchmarking Transformers-based models on French Spoken Language Understanding tasks | Jul 19, 2022 | BenchmarkingSpoken Language Understanding | —Unverified | 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 |
| Biber Redux: Reconsidering Dimensions of Variation in American English | Aug 1, 2014 | Domain AdaptationInformation Retrieval | —Unverified | 0 |
| Bidirectional Representations for Low Resource Spoken Language Understanding | Nov 24, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Automatic Token and Turn Level Language Identification for Code-Switched Text Dialog: An Analysis Across Language Pairs and Corpora | Jul 1, 2018 | Language IdentificationSpoken Language Understanding | —Unverified | 0 |
| Automatic Data Expansion for Customer-care Spoken Language Understanding | Sep 27, 2018 | Language ModellingNatural Language Understanding | —Unverified | 0 |
| An Efficient Approach to Encoding Context for Spoken Language Understanding | Jul 1, 2018 | Computational EfficiencySpoken Language Understanding | —Unverified | 0 |
| Bottleneck Low-rank Transformers for Low-resource Spoken Language Understanding | Jun 28, 2022 | Spoken Language Understanding | —Unverified | 0 |
| Adapting a FrameNet Semantic Parser for Spoken Language Understanding Using Adversarial Learning | Oct 7, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 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 |
