| Enhancing Pipeline-Based Conversational Agents with Large Language Models | Sep 7, 2023 | intent-classificationIntent Classification | —Unverified | 0 |
| Differentiable Retrieval Augmentation via Generative Language Modeling for E-commerce Query Intent Classification | Aug 18, 2023 | intent-classificationIntent Classification | —Unverified | 0 |
| Leveraging Pretrained ASR Encoders for Effective and Efficient End-to-End Speech Intent Classification and Slot Filling | Jul 13, 2023 | intent-classificationIntent Classification | —Unverified | 0 |
| ITALIC: An Italian Intent Classification Dataset | Jun 14, 2023 | Classificationintent-classification | CodeCode Available | 1 |
| Revisit Few-shot Intent Classification with PLMs: Direct Fine-tuning vs. Continual Pre-training | Jun 8, 2023 | intent-classificationIntent Classification | CodeCode Available | 0 |
| Reliable and Interpretable Drift Detection in Streams of Short Texts | May 28, 2023 | Change Point DetectionDrift Detection | —Unverified | 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 |
| Pre-training Intent-Aware Encoders for Zero- and Few-Shot Intent Classification | May 24, 2023 | Contrastive Learningintent-classification | CodeCode Available | 1 |
| TaDSE: Template-aware Dialogue Sentence Embeddings | May 23, 2023 | Contrastive Learningintent-classification | —Unverified | 0 |
| Can ChatGPT Detect Intent? Evaluating Large Language Models for Spoken Language Understanding | May 22, 2023 | GPUIn-Context Learning | —Unverified | 0 |
| ChatGPT to Replace Crowdsourcing of Paraphrases for Intent Classification: Higher Diversity and Comparable Model Robustness | May 22, 2023 | Diversityintent-classification | CodeCode Available | 0 |
| The Interpreter Understands Your Meaning: End-to-end Spoken Language Understanding Aided by Speech Translation | May 16, 2023 | Abstractive Text SummarizationContinual Learning | CodeCode Available | 0 |
| Improving End-to-End SLU performance with Prosodic Attention and Distillation | May 14, 2023 | intent-classificationIntent Classification | CodeCode Available | 1 |
| Exploring Zero and Few-shot Techniques for Intent Classification | May 11, 2023 | ClassificationData Augmentation | —Unverified | 0 |
| An Exploration into the Performance of Unsupervised Cross-Task Speech Representations for "In the Wild'' Edge Applications | May 9, 2023 | Emotion Recognitionintent-classification | —Unverified | 0 |
| ReMask: A Robust Information-Masking Approach for Domain Counterfactual Generation | May 4, 2023 | counterfactualDomain Adaptation | CodeCode Available | 0 |
| ViMQ: A Vietnamese Medical Question Dataset for Healthcare Dialogue System Development | Apr 27, 2023 | intent-classificationIntent Classification | CodeCode Available | 1 |
| CitePrompt: Using Prompts to Identify Citation Intent in Scientific Papers | Apr 25, 2023 | ARCCitation Intent Classification | CodeCode Available | 0 |
| Effective Open Intent Classification with K-center Contrastive Learning and Adjustable Decision Boundary | Apr 20, 2023 | Contrastive Learningintent-classification | CodeCode Available | 0 |
| Efficient Sequence Transduction by Jointly Predicting Tokens and Durations | Apr 13, 2023 | Intent ClassificationIntent Classification and Slot Filling | CodeCode Available | 1 |
| Unsupervised Speech Representation Pooling Using Vector Quantization | Apr 8, 2023 | Emotion Recognitionintent-classification | CodeCode Available | 0 |
| Ericson: An Interactive Open-Domain Conversational Search Agent | Apr 5, 2023 | Conversational SearchDialogue Management | —Unverified | 0 |
| Efficiently Aligned Cross-Lingual Transfer Learning for Conversational Tasks using Prompt-Tuning | Apr 3, 2023 | Cross-Lingual Transferintent-classification | CodeCode Available | 0 |
| A Multi-Granularity Matching Attention Network for Query Intent Classification in E-commerce Retrieval | Mar 28, 2023 | intent-classificationIntent Classification | —Unverified | 0 |
| Improving the Intent Classification accuracy in Noisy Environment | Mar 12, 2023 | Automatic Speech RecognitionClassification | —Unverified | 0 |
