Intent Classification

End-to-End Spoken Language Understanding for Generalized Voice Assistants Interspeech 2021 Enhancing the generalization for Intent Classification and Out-of-Domain Detection in SLU ACL 2021 Few-Shot Intent Classification by Gauging Entailment Relationship Between Utterance and Semantic Label EMNLP 2021 Few-Shot Intent Detection via Contrastive Pre-Training and Fine-Tuning EMNLP 2021 Few-shot Learning for Multi-label Intent Detection AAAI 2021 FLIN: A Flexible Natural Language Interface for Web Navigation NAACL 2021 Focus on Interaction: A Novel Dynamic Graph Model for Joint Multiple Intent Detection and Slot Filling IJCAI 2021 From Masked Language Modeling to Translation: Non-English Auxiliary Tasks Improve Zero-shot Spoken Language Understanding NAACL 2021 GOLD: Improving Out-of-Scope Detection in Dialogues using Data Augmentation EMNLP 2021 Improving Dialogue State Tracking by Joint Slot Modeling EMNLP 2021 Intent Classification and Slot Filling for Privacy Policies ACL 2021 Intent Detection and Slot Filling for Vietnamese Interspeech 2021 Knowledge Distillation from BERT Transformer to Speech Transformer for Intent Classification Interspeech 2021 Learning Class-Transductive Intent Representations for Zero-shot Intent Detection IJCAI 2021 Modeling Discriminative Representations for Out-of-Domain Detection with Supervised Contrastive Learning ACL 2021 Multilingual and Cross-Lingual Intent Detection from Spoken Data EMNLP 2021 Multilingual Code-Switching for Zero-Shot Cross-Lingual Intent Prediction and Slot Filling EMNLP 2021 Multi-modal User Intent Classification Under the Scenario of Smart Factory (Student Abstract) AAAI 2021 Noise Robust Named Entity Understanding for Voice Assistants NAACL 2021 Not So Fast, Classifier – Accuracy and Entropy Reduction in Incremental Intent Classification EMNLP 2021 NUANCED: Natural Utterance Annotation for Nuanced Conversation with Estimated Distributions EMNLP 2021 On the Robustness of Intent Classification and Slot Labeling in Goal-oriented Dialog Systems to Real-world Noise EMNLP 2021 Open Intent Extraction from Natural Language Interactions (Extended Abstract) IJCAI 2021 Optimizing NLU Reranking Using Entity Resolution Signals in Multi-domain Dialog Systems NAACL 2021 Out-of-Scope Intent Detection with Self-Supervision and Discriminative Training ACL 2021