| Slot-Gated Modeling for Joint Slot Filling and Intent Prediction | Jun 1, 2018 | global-optimizationIntent Detection | CodeCode Available | 0 |
| Text Matters but Speech Influences: A Computational Analysis of Syntactic Ambiguity Resolution | Oct 21, 2019 | SentenceSpoken Language Understanding | CodeCode Available | 0 |
| Pro-HAN: A Heterogeneous Graph Attention Network for Profile-Based Spoken Language Understanding | Feb 6, 2024 | Graph AttentionSpoken Language Understanding | CodeCode Available | 0 |
| Audio-Linguistic Embeddings for Spoken Sentences | Feb 20, 2019 | DecoderEmotion Recognition | CodeCode Available | 0 |
| ISO-Standard Domain-Independent Dialogue Act Tagging for Conversational Agents | Jun 12, 2018 | General ClassificationSpoken Language Understanding | CodeCode Available | 0 |
| Fully Statistical Neural Belief Tracking | Jul 1, 2018 | Dialogue ManagementDialogue State Tracking | CodeCode Available | 0 |
| QUADS: QUAntized Distillation Framework for Efficient Speech Language Understanding | May 19, 2025 | QuantizationSpoken Language Understanding | CodeCode Available | 0 |
| Joint Automatic Speech Recognition And Structure Learning For Better Speech Understanding | Jan 13, 2025 | Automatic Speech Recognitionintent-classification | CodeCode Available | 0 |
| Decay-Function-Free Time-Aware Attention to Context and Speaker Indicator for Spoken Language Understanding | Mar 20, 2019 | dialog state trackingSpoken Language Understanding | CodeCode Available | 0 |
| A dataset for resolving referring expressions in spoken dialogue via contextual query rewrites (CQR) | Mar 28, 2019 | Spoken Dialogue SystemsSpoken Language Understanding | CodeCode Available | 0 |
| From Masked Language Modeling to Translation: Non-English Auxiliary Tasks Improve Zero-shot Spoken Language Understanding | May 15, 2021 | intent-classificationIntent Classification | CodeCode Available | 0 |
| Data Augmentation with Atomic Templates for Spoken Language Understanding | Aug 28, 2019 | Data AugmentationDecoder | CodeCode Available | 0 |
| ReCoMIF: Reading comprehension based multi-source information fusion network for Chinese spoken language understanding | Aug 1, 2023 | Intent DetectionMultiple-choice | CodeCode Available | 0 |
| FlowQA: Grasping Flow in History for Conversational Machine Comprehension | Oct 6, 2018 | Question AnsweringReading Comprehension | CodeCode Available | 0 |
| Recurrent Neural Networks with Pre-trained Language Model Embedding for Slot Filling Task | Dec 12, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Textual Supervision for Visually Grounded Spoken Language Understanding | Oct 6, 2020 | Spoken Language Understanding | CodeCode Available | 0 |
| Contrastive and Consistency Learning for Neural Noisy-Channel Model in Spoken Language Understanding | May 23, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 |
| Unsupervised Transfer Learning for Spoken Language Understanding in Intelligent Agents | Nov 13, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| A BiRGAT Model for Multi-intent Spoken Language Understanding with Hierarchical Semantic Frames | Feb 28, 2024 | DecoderGraph Attention | CodeCode Available | 0 |
| "KAN you hear me?" Exploring Kolmogorov-Arnold Networks for Spoken Language Understanding | May 26, 2025 | Kolmogorov-Arnold NetworksSpoken Language Understanding | CodeCode Available | 0 |
| Towards end-to-end spoken language understanding | Feb 23, 2018 | Natural Language UnderstandingSpoken Language Understanding | CodeCode Available | 0 |
| Effective Slot Filling via Weakly-Supervised Dual-Model Learning | May 18, 2021 | slot-fillingSlot Filling | CodeCode Available | 0 |
| Fleurs-SLU: A Massively Multilingual Benchmark for Spoken Language Understanding | Jan 10, 2025 | Automatic Speech RecognitionClassification | CodeCode Available | 0 |
| Effectiveness of Text, Acoustic, and Lattice-based representations in Spoken Language Understanding tasks | Dec 16, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 |
| Energy-based Self-attentive Learning of Abstractive Communities for Spoken Language Understanding | Apr 20, 2019 | ClusteringCommunity Detection | CodeCode Available | 0 |
