| 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 |
