| Sequential Dialogue Context Modeling for Spoken Language Understanding | May 8, 2017 | Goal-Oriented Dialogue SystemsSpoken Language Understanding | CodeCode Available | 0 | 5 |
| "KAN you hear me?" Exploring Kolmogorov-Arnold Networks for Spoken Language Understanding | May 26, 2025 | Kolmogorov-Arnold NetworksSpoken Language Understanding | CodeCode Available | 0 | 5 |
| Learning ASR-Robust Contextualized Embeddings for Spoken Language Understanding | Sep 24, 2019 | Spoken Language Understanding | CodeCode Available | 0 | 5 |
| Text Matters but Speech Influences: A Computational Analysis of Syntactic Ambiguity Resolution | Oct 21, 2019 | SentenceSpoken Language Understanding | CodeCode Available | 0 | 5 |
| 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 | 5 |
| ISO-Standard Domain-Independent Dialogue Act Tagging for Conversational Agents | Jun 12, 2018 | General ClassificationSpoken Language Understanding | CodeCode Available | 0 | 5 |
| HIT-SCIR at MMNLU-22: Consistency Regularization for Multilingual Spoken Language Understanding | Jan 5, 2023 | Data AugmentationIntent Detection | CodeCode Available | 0 | 5 |
| A Contrastive Learning Approach to Mitigate Bias in Speech Models | Jun 20, 2024 | Contrastive LearningSpoken Language Understanding | CodeCode Available | 0 | 5 |
| Graph-Based Semi-Supervised Conditional Random Fields For Spoken Language Understanding Using Unaligned Data | Jan 30, 2017 | Spoken Language Understanding | CodeCode Available | 0 | 5 |
| Improving Slot Filling in Spoken Language Understanding with Joint Pointer and Attention | Jul 1, 2018 | Sentenceslot-filling | CodeCode Available | 0 | 5 |
| Joint Automatic Speech Recognition And Structure Learning For Better Speech Understanding | Jan 13, 2025 | Automatic Speech Recognitionintent-classification | CodeCode Available | 0 | 5 |
| 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 | 5 |
| FlowQA: Grasping Flow in History for Conversational Machine Comprehension | Oct 6, 2018 | Question AnsweringReading Comprehension | CodeCode Available | 0 | 5 |
| Towards end-to-end spoken language understanding | Feb 23, 2018 | Natural Language UnderstandingSpoken Language Understanding | CodeCode Available | 0 | 5 |
| Uni-MIS: United Multiple Intent Spoken Language Understanding via Multi-View Intent-Slot Interaction | Mar 24, 2024 | Intent Detectionslot-filling | CodeCode Available | 0 | 5 |
| Fast Intent Classification for Spoken Language Understanding | Dec 3, 2019 | ClassificationDecision Making | CodeCode Available | 0 | 5 |
| 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 | 5 |
| An Investigation of the Combination of Rehearsal and Knowledge Distillation in Continual Learning for Spoken Language Understanding | Nov 15, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| Explaining Speech Classification Models via Word-Level Audio Segments and Paralinguistic Features | Sep 14, 2023 | counterfactualSpoken Language Understanding | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Exploring the Limits of Natural Language Inference Based Setup for Few-Shot Intent Detection | Dec 14, 2021 | Few-Shot LearningGeneralized Few-Shot Learning | CodeCode Available | 0 | 5 |
| Fully Statistical Neural Belief Tracking | Jul 1, 2018 | Dialogue ManagementDialogue State Tracking | CodeCode Available | 0 | 5 |
| A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding | Sep 5, 2019 | Intent Detectionslot-filling | CodeCode Available | 0 | 5 |
| Energy-based Self-attentive Learning of Abstractive Communities for Spoken Language Understanding | Apr 20, 2019 | ClusteringCommunity Detection | CodeCode Available | 0 | 5 |
| ESPnet-SE++: Speech Enhancement for Robust Speech Recognition, Translation, and Understanding | Jul 19, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 | 5 |
| Fleurs-SLU: A Massively Multilingual Benchmark for Spoken Language Understanding | Jan 10, 2025 | Automatic Speech RecognitionClassification | CodeCode Available | 0 | 5 |
| Dynamic Time-Aware Attention to Speaker Roles and Contexts for Spoken Language Understanding | Sep 30, 2017 | Dialogue State TrackingSpoken Language Understanding | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Discourse-Wizard: Discovering Deep Discourse Structure in your Conversation with RNNs | Jun 29, 2018 | Spoken Language Understanding | CodeCode Available | 0 | 5 |
| A Context-Aware Hierarchical BERT Fusion Network for Multi-turn Dialog Act Detection | Sep 3, 2021 | slot-fillingSlot Filling | CodeCode Available | 0 | 5 |
| Do Large Language Model Understand Multi-Intent Spoken Language ? | Mar 7, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| End-to-end Spoken Language Understanding with Tree-constrained Pointer Generator | Oct 29, 2022 | intent-classificationIntent Classification | CodeCode Available | 0 | 5 |
| Effective Slot Filling via Weakly-Supervised Dual-Model Learning | May 18, 2021 | slot-fillingSlot Filling | CodeCode Available | 0 | 5 |
| EDA: Enriching Emotional Dialogue Acts using an Ensemble of Neural Annotators | Dec 2, 2019 | Dialogue Act ClassificationEmotional Dialogue Acts | CodeCode Available | 0 | 5 |
| A BiRGAT Model for Multi-intent Spoken Language Understanding with Hierarchical Semantic Frames | Feb 28, 2024 | DecoderGraph Attention | CodeCode Available | 0 | 5 |
| GL-CLeF: A Global-Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding | Apr 18, 2022 | Contrastive LearningCross-Lingual Transfer | CodeCode Available | 0 | 5 |
| Corpus Generation for Voice Command in Smart Home and the Effect of Speech Synthesis on End-to-End SLU | May 1, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 | 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 | 0 |
| Continuously Predicting and Processing Barge-in During a Live Spoken Dialogue Task | Aug 1, 2013 | Speech RecognitionSpoken Dialogue Systems | —Unverified | 0 | 0 |
| A Simulation-based Framework for Spoken Language Understanding and Action Selection in Situated Interaction | Jun 1, 2012 | Spoken Language Understanding | —Unverified | 0 | 0 |
| Continual Learning Long Short Term Memory | Nov 1, 2020 | Continual LearningDeep Learning | —Unverified | 0 | 0 |
| Continual Contrastive Spoken Language Understanding | Oct 4, 2023 | class-incremental learningClass Incremental Learning | —Unverified | 0 | 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 | 0 |
| Contextual Domain Classification with Temporal Representations | Jun 1, 2021 | Classificationdomain classification | —Unverified | 0 | 0 |
| A Self-Attentive Model with Gate Mechanism for Spoken Language Understanding | Oct 1, 2018 | Automatic Speech Recognition (ASR)Intent Detection | —Unverified | 0 | 0 |
| A Joint Model for Discovery of Aspects in Utterances | Jul 1, 2012 | Spoken Language Understanding | —Unverified | 0 | 0 |
| Compositional Language Modeling for Icon-Based Augmentative and Alternative Communication | Jul 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Compositional Generalization in Spoken Language Understanding | Dec 25, 2023 | Spoken Language Understanding | —Unverified | 0 | 0 |
| A Self-Attention Joint Model for Spoken Language Understanding in Situational Dialog Applications | May 27, 2019 | Goal-Oriented DialogIntent Detection | —Unverified | 0 | 0 |
| Comparative Error Analysis of Dialog State Tracking | Jun 1, 2014 | dialog state trackingSpeech Recognition | —Unverified | 0 | 0 |
