intent classification

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 Incremental Few-shot Text Classification with Multi-round New Classes: Formulation, Dataset and System NAACL 2021 Industry Scale Semi-Supervised Learning for Natural Language Understanding NAACL 2021 Intent Classification and Slot Filling for Privacy Policies ACL 2021 Knowledge Distillation from BERT Transformer to Speech Transformer for Intent Classification Interspeech 2021 Multilingual Paraphrase Generation For Bootstrapping New Features in Task-Oriented Dialog Systems EMNLP 2021 Not So Fast, Classifier – Accuracy and Entropy Reduction in Incremental Intent Classification 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 Paraphrase Label Alignment for Voice Application Retrieval in Spoken Language Understanding Interspeech 2021 ProtoInfoMax: Prototypical Networks with Mutual Information Maximization for Out-of-Domain Detection EMNLP 2021 Reading StackOverflow Encourages Cheating: Adding Question Text Improves Extractive Code Generation ACL 2021 Rethinking End-to-End Evaluation of Decomposable Tasks: A Case Study on Spoken Language Understanding Interspeech 2021 Revisiting Mahalanobis Distance for Transformer-Based Out-of-Domain Detection AAAI 2021 Self-training Improves Pre-training for Few-shot Learning in Task-oriented Dialog Systems EMNLP 2021 Semi-automatic Triage of Requests for Free Legal Assistance EMNLP 2021 Semi-supervised Interactive Intent Labeling NAACL 2021 Semi-supervised Meta-learning for Cross-domain Few-shot Intent Classification ACL 2021 Sequential End-to-End Intent and Slot Label Classification and Localization Interspeech 2021 Speak or Chat with Me: End-to-End Spoken Language Understanding System with Flexible Inputs Interspeech 2021 SUBSUME: A Dataset for Subjective Summary Extraction from Wikipedia Documents EMNLP 2021 Task-Oriented Dialog Systems for Dravidian Languages EACL 2021