| Intent Classification in Question-Answering Using LSTM Architectures | Jan 25, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| CAE: Mechanism to Diminish the Class Imbalanced in SLU Slot Filling Task | Sep 21, 2022 | intent-classificationIntent Classification | CodeCode Available | 0 | 5 |
| Improving Dialectal Slot and Intent Detection with Auxiliary Tasks: A Multi-Dialectal Bavarian Case Study | Jan 7, 2025 | intent-classificationIntent Classification | CodeCode Available | 0 | 5 |
| Improved Out-of-Scope Intent Classification with Dual Encoding and Threshold-based Re-Classification | May 30, 2024 | ClassificationDenoising | CodeCode Available | 0 | 5 |
| The Open-World Lottery Ticket Hypothesis for OOD Intent Classification | Oct 13, 2022 | intent-classificationIntent Classification | CodeCode Available | 0 | 5 |
| ImpactCite: An XLNet-based method for Citation Impact Analysis | May 5, 2020 | Citation Intent ClassificationClassification | 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 |
| Multi-Granularity Open Intent Classification via Adaptive Granular-Ball Decision Boundary | Dec 18, 2024 | Classificationintent-classification | CodeCode Available | 0 | 5 |
| ChatGPT to Replace Crowdsourcing of Paraphrases for Intent Classification: Higher Diversity and Comparable Model Robustness | May 22, 2023 | Diversityintent-classification | CodeCode Available | 0 | 5 |
| Bengali Intent Classification with Generative Adversarial BERT | Dec 17, 2023 | ClassificationGenerative Adversarial Network | CodeCode Available | 0 | 5 |
| Generalized Intent Discovery: Learning from Open World Dialogue System | Sep 13, 2022 | intent-classificationIntent Classification | CodeCode Available | 0 | 5 |
| Benchmarking Language-agnostic Intent Classification for Virtual Assistant Platforms | Jul 1, 2022 | BenchmarkingClassification | CodeCode Available | 0 | 5 |
| Fleurs-SLU: A Massively Multilingual Benchmark for Spoken Language Understanding | Jan 10, 2025 | Automatic Speech RecognitionClassification | 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 |
| Generating Hard-Negative Out-of-Scope Data with ChatGPT for Intent Classification | Mar 8, 2024 | intent-classificationIntent Classification | CodeCode Available | 0 | 5 |
| Fast Intent Classification for Spoken Language Understanding | Dec 3, 2019 | ClassificationDecision Making | CodeCode Available | 0 | 5 |
| Augmenting Automation: Intent-Based User Instruction Classification with Machine Learning | Mar 2, 2024 | intent-classificationIntent Classification | CodeCode Available | 0 | 5 |
| A new approach for fine-tuning sentence transformers for intent classification and out-of-scope detection tasks | Oct 17, 2024 | Classificationintent-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 |
| Out-of-Scope Domain and Intent Classification through Hierarchical Joint Modeling | Apr 30, 2021 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Attentively Embracing Noise for Robust Latent Representation in BERT | Dec 1, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | 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 |
| Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling | Sep 6, 2016 | Decoderintent-classification | CodeCode Available | 0 | 5 |
| Enhancing Out-of-Distribution Detection in Natural Language Understanding via Implicit Layer Ensemble | Oct 20, 2022 | Contrastive Learningintent-classification | CodeCode Available | 0 | 5 |
