intent classification

Knowledge Distillation Meets Few-Shot Learning: An Approach for Few-Shot Intent Classification Within and Across Domains ACL 2022 Knowledge Distillation Transfer Sets and their Impact on Downstream NLU Tasks EMNLP 2022 Label Errors in BANKING77 ACL 2022 Learning Better Intent Representations for Financial Open Intent Classification EMNLP 2022 Learning Dialogue Representations from Consecutive Utterances NAACL 2022 LINGUIST: Language Model Instruction Tuning to Generate Annotated Utterances for Intent Classification and Slot Tagging COLING 2022 LITE: Intent-based Task Representation Learning Using Weak Supervision NAACL 2022 Local-to-global learning for iterative training of production SLU models on new features NAACL 2022 Machine Translation for Multilingual Intent Detection and Slots Filling EMNLP 2022 Meta Auxiliary Learning for Low-resource Spoken Language Understanding Interspeech 2022 MuiDial: Improving Dialogue Disentanglement with Intent-Based Mutual Learning IJCAI 2022 Multitask Learning for Low Resource Spoken Language Understanding Interspeech 2022 Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System ACL 2022 On Building Spoken Language Understanding Systems for Low Resourced Languages NAACL 2022 Prompt Learning for Domain Adaptation in Task-Oriented Dialogue EMNLP 2022 Revisit Overconfidence for OOD Detection: Reassigned Contrastive Learning with Adaptive Class-dependent Threshold NAACL 2022 Semi-supervised Adversarial Text Generation based on Seq2Seq models EMNLP 2022 SLATE: A Sequence Labeling Approach for Task Extraction from Free-form Inked Content EMNLP 2022 Strategies to Improve Few-shot Learning for Intent Classification and Slot-Filling NAACL 2022 TamilATIS: Dataset for Task-Oriented Dialog in Tamil ACL 2022 Task-driven augmented data evaluation EMNLP 2022 TaskMix: Data Augmentation for Meta-Learning of Spoken Intent Understanding AACL 2022 Towards Automated Dialog Personalization using MBTI Personality Indicators Interspeech 2022 Towards Multi-label Unknown Intent Detection COLING 2022 Watch the Neighbors: A Unified K-Nearest Neighbor Contrastive Learning Framework for OOD Intent Discovery EMNLP 2022