| CAPE: Context-Aware Private Embeddings for Private Language Learning | Aug 27, 2021 | intent-classificationIntent Classification | CodeCode Available | 0 |
| ProtoInfoMax: Prototypical Networks with Mutual Information Maximization for Out-of-Domain Detection | Aug 27, 2021 | Few-Shot Text Classificationintent-classification | CodeCode Available | 0 |
| A Single Example Can Improve Zero-Shot Data Generation | Aug 16, 2021 | intent-classificationIntent Classification | —Unverified | 0 |
| Knowledge Distillation from BERT Transformer to Speech Transformer for Intent Classification | Aug 5, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | 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 |
| Single Example Can Improve Zero-Shot Data Generation | Aug 1, 2021 | intent-classificationIntent Classification | —Unverified | 0 |
| Semi-supervised Meta-learning for Cross-domain Few-shot Intent Classification | Aug 1, 2021 | Cross-Domain Few-ShotFew-Shot Learning | —Unverified | 0 |
| Improved Text Classification via Contrastive Adversarial Training | Jul 21, 2021 | ClassificationContrastive Learning | —Unverified | 0 |
| End-to-End Natural Language Understanding Pipeline for Bangla Conversational Agents | Jul 12, 2021 | BIG-bench Machine LearningChatbot | —Unverified | 0 |
| Word-Free Spoken Language Understanding for Mandarin-Chinese | Jul 1, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Representation based meta-learning for few-shot spoken intent recognition | Jun 29, 2021 | Classificationintent-classification | CodeCode Available | 0 |
| Enhancing the Generalization for Intent Classification and Out-of-Domain Detection in SLU | Jun 28, 2021 | intent-classificationIntent Classification | —Unverified | 0 |
| CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark | Jun 15, 2021 | Intent ClassificationMedical Concept Normalization | CodeCode Available | 1 |
| CONDA: a CONtextual Dual-Annotated dataset for in-game toxicity understanding and detection | Jun 11, 2021 | Dota 2intent-classification | —Unverified | 0 |
| 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 |
| Optimizing NLU Reranking Using Entity Resolution Signals in Multi-domain Dialog Systems | Jun 1, 2021 | Entity Resolutionintent-classification | —Unverified | 0 |
| 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 |
| Meta-Inductive Node Classification across Graphs | May 14, 2021 | ClassificationGeneral Knowledge | —Unverified | 0 |
| OutFlip: Generating Out-of-Domain Samples for Unknown Intent Detection with Natural Language Attack | May 12, 2021 | intent-classificationIntent Classification | CodeCode Available | 1 |
| Joint Text and Label Generation for Spoken Language Understanding | May 11, 2021 | intent-classificationIntent Classification | —Unverified | 0 |
| Out-of-Scope Domain and Intent Classification through Hierarchical Joint Modeling | Apr 30, 2021 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Incremental Few-shot Text Classification with Multi-round New Classes: Formulation, Dataset and System | Apr 24, 2021 | ClassificationFew-Shot Text Classification | CodeCode Available | 1 |
| Fuzzy Classification of Multi-intent Utterances | Apr 22, 2021 | ClassificationGeneral Classification | —Unverified | 0 |
| Adapting Long Context NLM for ASR Rescoring in Conversational Agents | Apr 21, 2021 | intent-classificationIntent Classification | —Unverified | 0 |
| Data Augmentation for Voice-Assistant NLU using BERT-based Interchangeable Rephrase | Apr 16, 2021 | Data Augmentationintent-classification | —Unverified | 0 |
