| 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 |
| Out-of-Scope Domain and Intent Classification through Hierarchical Joint Modeling | Apr 30, 2021 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| ImpactCite: An XLNet-based method for Citation Impact Analysis | May 5, 2020 | Citation Intent ClassificationClassification | CodeCode Available | 0 | 5 |
| DarijaBanking: A New Resource for Overcoming Language Barriers in Banking Intent Detection for Moroccan Arabic Speakers | May 26, 2024 | intent-classificationIntent 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 |
| 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 |
| Fast Intent Classification for Spoken Language Understanding | Dec 3, 2019 | ClassificationDecision Making | CodeCode Available | 0 | 5 |
| Fleurs-SLU: A Massively Multilingual Benchmark for Spoken Language Understanding | Jan 10, 2025 | Automatic Speech RecognitionClassification | 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 |
| Exploring Description-Augmented Dataless Intent Classification | Jul 25, 2024 | AvgClassification | 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 |
| Exploring Robustness of Multilingual LLMs on Real-World Noisy Data | Jan 14, 2025 | intent-classificationIntent Classification | CodeCode Available | 0 | 5 |
| A Domain Knowledge Enhanced Pre-Trained Language Model for Vertical Search: Case Study on Medicinal Products | Oct 1, 2022 | Attributeintent-classification | CodeCode Available | 0 | 5 |
| Explainable Abuse Detection as Intent Classification and Slot Filling | Oct 6, 2022 | Abuse DetectionGeneral Classification | 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 |
| Conversational Factor Information Retrieval Model (ConFIRM) | Oct 6, 2023 | GPUInformation Retrieval | 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 |
| Enhancing Out-of-Distribution Detection in Natural Language Understanding via Implicit Layer Ensemble | Oct 20, 2022 | Contrastive Learningintent-classification | CodeCode Available | 0 | 5 |
| Bengali Intent Classification with Generative Adversarial BERT | Dec 17, 2023 | ClassificationGenerative Adversarial Network | CodeCode Available | 0 | 5 |
| Emu: Enhancing Multilingual Sentence Embeddings with Semantic Specialization | Sep 15, 2019 | intent-classificationIntent Classification | 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 |
| Evaluating N-best Calibration of Natural Language Understanding for Dialogue Systems | Sep 1, 2022 | Classificationintent-classification | CodeCode Available | 0 | 5 |
| Neural Data Augmentation via Example Extrapolation | Feb 2, 2021 | Data AugmentationDiversity | 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 |
| 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 |
