| On the Use of External Data for Spoken Named Entity Recognition | Dec 14, 2021 | Knowledge Distillationnamed-entity-recognition | CodeCode Available | 0 |
| Improving Slot Filling in Spoken Language Understanding with Joint Pointer and Attention | Jul 1, 2018 | Sentenceslot-filling | CodeCode Available | 0 |
| Leveraging Cross-Lingual Transfer Learning in Spoken Named Entity Recognition Systems | Jul 3, 2023 | Cross-Lingual Transfernamed-entity-recognition | CodeCode Available | 0 |
| 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 |
| End-to-end Spoken Language Understanding with Tree-constrained Pointer Generator | Oct 29, 2022 | intent-classificationIntent Classification | CodeCode Available | 0 |
| A Novel Bi-directional Interrelated Model for Joint Intent Detection and Slot Filling | Jun 30, 2019 | Intent DetectionSentence | CodeCode Available | 0 |
| A Context-Aware Hierarchical BERT Fusion Network for Multi-turn Dialog Act Detection | Sep 3, 2021 | slot-fillingSlot Filling | CodeCode Available | 0 |
| Out-of-distribution generalisation in spoken language understanding | Jul 10, 2024 | Spoken Language Understanding | CodeCode Available | 0 |
| Incorporating Instructional Prompts into a Unified Generative Framework for Joint Multiple Intent Detection and Slot Filling | Oct 1, 2022 | Intent DetectionSemantic Frame Parsing | CodeCode Available | 0 |
| Dynamic Time-Aware Attention to Speaker Roles and Contexts for Spoken Language Understanding | Sep 30, 2017 | Dialogue State TrackingSpoken Language Understanding | CodeCode Available | 0 |
| Do Large Language Model Understand Multi-Intent Spoken Language ? | Mar 7, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Sentence Embedder Guided Utterance Encoder (SEGUE) for Spoken Language Understanding | May 20, 2023 | Knowledge DistillationSentence | CodeCode Available | 0 |
| Two-stage Textual Knowledge Distillation for End-to-End Spoken Language Understanding | Oct 25, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 |
| Measuring the Effect of Transcription Noise on Downstream Language Understanding Tasks | Feb 19, 2025 | Automatic Speech Recognitionspeech-recognition | CodeCode Available | 0 |
| Spoken Language Intent Detection using Confusion2Vec | Apr 7, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 |
| Sequential Dialogue Context Modeling for Spoken Language Understanding | May 8, 2017 | Goal-Oriented Dialogue SystemsSpoken Language Understanding | CodeCode Available | 0 |
| GL-CLeF: A Global-Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding | Apr 18, 2022 | Contrastive LearningCross-Lingual Transfer | CodeCode Available | 0 |
| A Light Transformer For Speech-To-Intent Applications | Jan 19, 2021 | Spoken Language Understanding | CodeCode Available | 0 |
| Teaching a Multilingual Large Language Model to Understand Multilingual Speech via Multi-Instructional Training | Apr 16, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| A Bi-model based RNN Semantic Frame Parsing Model for Intent Detection and Slot Filling | Dec 26, 2018 | Decoder | CodeCode Available | 0 |
| Explaining Speech Classification Models via Word-Level Audio Segments and Paralinguistic Features | Sep 14, 2023 | counterfactualSpoken Language Understanding | CodeCode Available | 0 |
| Augmenting Slot Values and Contexts for Spoken Language Understanding with Pretrained Models | Aug 19, 2021 | Data Augmentationslot-filling | CodeCode Available | 0 |
| EDA: Enriching Emotional Dialogue Acts using an Ensemble of Neural Annotators | Dec 2, 2019 | Dialogue Act ClassificationEmotional Dialogue Acts | CodeCode Available | 0 |
| Uni-MIS: United Multiple Intent Spoken Language Understanding via Multi-View Intent-Slot Interaction | Mar 24, 2024 | Intent Detectionslot-filling | CodeCode Available | 0 |
| Discourse-Wizard: Discovering Deep Discourse Structure in your Conversation with RNNs | Jun 29, 2018 | Spoken Language Understanding | CodeCode Available | 0 |
