| Uncertainty-Aware Reward-based Deep Reinforcement Learning for Intent Analysis of Social Media Information | Feb 19, 2023 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Conversation Style Transfer using Few-Shot Learning | Feb 16, 2023 | Few-Shot LearningIn-Context Learning | —Unverified | 0 |
| Skit-S2I: An Indian Accented Speech to Intent dataset | Dec 26, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Spoken Language Understanding for Conversational AI: Recent Advances and Future Direction | Dec 21, 2022 | Deep Learningintent-classification | —Unverified | 0 |
| 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 |
| The Massively Multilingual Natural Language Understanding 2022 (MMNLU-22) Workshop and Competition | Dec 13, 2022 | intent-classificationIntent Classification | —Unverified | 0 |
| Zero-Shot Learning for Joint Intent and Slot Labeling | Nov 29, 2022 | intent-classificationIntent Classification | —Unverified | 0 |
| ESIE-BERT: Enriching Sub-words Information Explicitly with BERT for Joint Intent Classification and SlotFilling | Nov 27, 2022 | intent-classificationIntent Classification | —Unverified | 0 |
| Multitask Learning for Low Resource Spoken Language Understanding | Nov 24, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Introducing Semantics into Speech Encoders | Nov 15, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Prompt Learning for Domain Adaptation in Task-Oriented Dialogue | Nov 10, 2022 | Domain Adaptationintent-classification | —Unverified | 0 |
| Multilingual Name Entity Recognition and Intent Classification Employing Deep Learning Architectures | Nov 4, 2022 | intent-classificationIntent Classification | —Unverified | 0 |
| token2vec: A Joint Self-Supervised Pre-training Framework Using Unpaired Speech and Text | Oct 30, 2022 | intent-classificationIntent Classification | —Unverified | 0 |
| End-to-end Spoken Language Understanding with Tree-constrained Pointer Generator | Oct 29, 2022 | intent-classificationIntent Classification | CodeCode Available | 0 |
| End-to-End Speech to Intent Prediction to improve E-commerce Customer Support Voicebot in Hindi and English | Oct 26, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| arXivEdits: Understanding the Human Revision Process in Scientific Writing | Oct 26, 2022 | intent-classificationIntent Classification | —Unverified | 0 |
| Learning Better Intent Representations for Financial Open Intent Classification | Oct 25, 2022 | Classificationintent-classification | —Unverified | 0 |
| Weakly Supervised Data Augmentation Through Prompting for Dialogue Understanding | Oct 25, 2022 | Data AugmentationDialogue Understanding | —Unverified | 0 |
| Augmenting Task-Oriented Dialogue Systems with Relation Extraction | Oct 24, 2022 | intent-classificationIntent Classification | —Unverified | 0 |
| Audio-to-Intent Using Acoustic-Textual Subword Representations from End-to-End ASR | Oct 21, 2022 | intent-classificationIntent Classification | —Unverified | 0 |
| Enhancing Out-of-Distribution Detection in Natural Language Understanding via Implicit Layer Ensemble | Oct 20, 2022 | Contrastive Learningintent-classification | CodeCode Available | 0 |
| The Open-World Lottery Ticket Hypothesis for OOD Intent Classification | Oct 13, 2022 | intent-classificationIntent Classification | CodeCode Available | 0 |
| The Devil is in the Details: On Models and Training Regimes for Few-Shot Intent Classification | Oct 12, 2022 | intent-classificationIntent Classification | —Unverified | 0 |
| Knowledge Distillation Transfer Sets and their Impact on Downstream NLU Tasks | Oct 10, 2022 | domain classificationintent-classification | —Unverified | 0 |
| Explainable Abuse Detection as Intent Classification and Slot Filling | Oct 6, 2022 | Abuse DetectionGeneral Classification | CodeCode Available | 0 |
