| Stacked DeBERT: All Attention in Incomplete Data for Text Classification | Jan 1, 2020 | AllChatbot | CodeCode Available | 1 |
| Are Pretrained Transformers Robust in Intent Classification? A Missing Ingredient in Evaluation of Out-of-Scope Intent Detection | Jun 8, 2021 | intent-classificationIntent Classification | CodeCode Available | 1 |
| ViMQ: A Vietnamese Medical Question Dataset for Healthcare Dialogue System Development | Apr 27, 2023 | intent-classificationIntent Classification | CodeCode Available | 1 |
| Skit-S2I: An Indian Accented Speech to Intent dataset | Dec 26, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Reconstructing Capsule Networks for Zero-shot Intent Classification | Nov 1, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 |
| InstructTODS: Large Language Models for End-to-End Task-Oriented Dialogue Systems | Oct 13, 2023 | Dialogue State TrackingInformativeness | CodeCode Available | 1 |
| Search4Code: Code Search Intent Classification Using Weak Supervision | Nov 24, 2020 | ClassificationCode Search | CodeCode Available | 1 |
| Data Augmentation for Intent Classification with Off-the-shelf Large Language Models | Apr 5, 2022 | Data Augmentationintent-classification | CodeCode Available | 1 |
| Deep Open Intent Classification with Adaptive Decision Boundary | Dec 18, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Example-Driven Intent Prediction with Observers | Oct 17, 2020 | Attributeintent-classification | CodeCode Available | 1 |
| Exploring the Role of Context in Utterance-level Emotion, Act and Intent Classification in Conversations: An Empirical Study | Aug 1, 2021 | intent-classificationIntent Classification | CodeCode Available | 1 |
| An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction | Sep 4, 2019 | BenchmarkingGeneral Classification | CodeCode Available | 1 |
| ILLUMINER: Instruction-tuned Large Language Models as Few-shot Intent Classifier and Slot Filler | Mar 26, 2024 | In-Context Learningintent-classification | CodeCode Available | 1 |
| CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark | Jun 15, 2021 | Intent ClassificationMedical Concept Normalization | CodeCode Available | 1 |
| Intent Classification and Slot Filling for Privacy Policies | Jan 1, 2021 | General Classificationintent-classification | CodeCode Available | 1 |
| ITALIC: An Italian Intent Classification Dataset | Jun 14, 2023 | Classificationintent-classification | CodeCode Available | 1 |
| Knowledge Distillation from BERT Transformer to Speech Transformer for Intent Classification | Aug 5, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| LightHuBERT: Lightweight and Configurable Speech Representation Learning with Once-for-All Hidden-Unit BERT | Mar 29, 2022 | AllAutomatic Speech Recognition | CodeCode Available | 1 |
| Pre-training Intent-Aware Encoders for Zero- and Few-Shot Intent Classification | May 24, 2023 | Contrastive Learningintent-classification | CodeCode Available | 1 |
| A Single Example Can Improve Zero-Shot Data Generation | Aug 16, 2021 | intent-classificationIntent Classification | —Unverified | 0 |
| A Simple Meta-learning Paradigm for Zero-shot Intent Classification with Mixture Attention Mechanism | Jun 5, 2022 | Classificationintent-classification | —Unverified | 0 |
| A Multi-Granularity Matching Attention Network for Query Intent Classification in E-commerce Retrieval | Mar 28, 2023 | intent-classificationIntent Classification | —Unverified | 0 |
| arXivEdits: Understanding the Human Revision Process in Scientific Writing | Oct 26, 2022 | intent-classificationIntent Classification | —Unverified | 0 |
| Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems | Jun 15, 2022 | Cross-Lingual Natural Language Inferenceintent-classification | —Unverified | 0 |
| A Closer Look At Feature Space Data Augmentation For Few-Shot Intent Classification | Oct 9, 2019 | Data AugmentationGeneral Classification | —Unverified | 0 |
