| 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 |
| Effective Open Intent Classification with K-center Contrastive Learning and Adjustable Decision Boundary | Apr 20, 2023 | Contrastive Learningintent-classification | CodeCode Available | 0 | 5 |
| Fleurs-SLU: A Massively Multilingual Benchmark for Spoken Language Understanding | Jan 10, 2025 | Automatic Speech RecognitionClassification | CodeCode Available | 0 | 5 |
| 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 | 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 |
| Out-of-Scope Domain and Intent Classification through Hierarchical Joint Modeling | Apr 30, 2021 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Fast Intent Classification for Spoken Language Understanding | Dec 3, 2019 | ClassificationDecision Making | CodeCode Available | 0 | 5 |
| STIL -- Simultaneous Slot Filling, Translation, Intent Classification, and Language Identification: Initial Results using mBART on MultiATIS++ | Oct 2, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Emu: Enhancing Multilingual Sentence Embeddings with Semantic Specialization | Sep 15, 2019 | intent-classificationIntent Classification | CodeCode Available | 0 | 5 |
| Structural Scaffolds for Citation Intent Classification in Scientific Publications | Apr 2, 2019 | ARCCitation Intent Classification | CodeCode Available | 0 | 5 |
| Exploring Robustness of Multilingual LLMs on Real-World Noisy Data | Jan 14, 2025 | intent-classificationIntent Classification | CodeCode Available | 0 | 5 |
| Finstreder: Simple and fast Spoken Language Understanding with Finite State Transducers using modern Speech-to-Text models | Jun 29, 2022 | Intent ClassificationSlot Filling | CodeCode Available | 0 | 5 |
| CAPE: Context-Aware Private Embeddings for Private Language Learning | Aug 27, 2021 | intent-classificationIntent Classification | 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 |
| Question Embeddings Based on Shannon Entropy: Solving intent classification task in goal-oriented dialogue system | Mar 25, 2019 | General Classificationintent-classification | CodeCode Available | 0 | 5 |
| CINS: Comprehensive Instruction for Few-shot Learning in Task-oriented Dialog Systems | Sep 10, 2021 | dialog state trackingFew-Shot Learning | —Unverified | 0 | 0 |
| A Single Example Can Improve Zero-Shot Data Generation | Aug 16, 2021 | intent-classificationIntent Classification | —Unverified | 0 | 0 |
| Evaluating the Practical Utility of Confidence-score based Techniques for Unsupervised Open-world Classification | May 1, 2022 | intent-classificationIntent Classification | —Unverified | 0 | 0 |
| CIF-PT: Bridging Speech and Text Representations for Spoken Language Understanding via Continuous Integrate-and-Fire Pre-Training | May 27, 2023 | intent-classificationIntent Classification | —Unverified | 0 | 0 |
| Ericson: An Interactive Open-Domain Conversational Search Agent | Apr 5, 2023 | Conversational SearchDialogue Management | —Unverified | 0 | 0 |
| A Simple Meta-learning Paradigm for Zero-shot Intent Classification with Mixture Attention Mechanism | Jun 5, 2022 | Classificationintent-classification | —Unverified | 0 | 0 |
| A Multi-Granularity Matching Attention Network for Query Intent Classification in E-commerce Retrieval | Mar 28, 2023 | intent-classificationIntent Classification | —Unverified | 0 | 0 |
| Enhancing the Generalization for Intent Classification and Out-of-Domain Detection in SLU | Jun 28, 2021 | intent-classificationIntent Classification | —Unverified | 0 | 0 |
| Enhancing Pipeline-Based Conversational Agents with Large Language Models | Sep 7, 2023 | intent-classificationIntent Classification | —Unverified | 0 | 0 |
| Enhancing Chinese Intent Classification by Dynamically Integrating Character Features into Word Embeddings with Ensemble Techniques | May 23, 2018 | General Classificationintent-classification | —Unverified | 0 | 0 |
