Intent Classification

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 Self-training Improves Pre-training for Few-shot Learning in Task-oriented Dialog Systems EMNLP 2021 Self-Training using Rules of Grammar for Few-Shot NLU EMNLP 2021 Semi-automatic Triage of Requests for Free Legal Assistance EMNLP 2021 Semi-supervised Intent Discovery with Contrastive Learning 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 TEXTOIR: An Integrated and Visualized Platform for Text Open Intent Recognition ACL 2021 The impact of domain-specific representations on BERT-based multi-domain spoken language understanding EACL 2021 The Impact of Intent Distribution Mismatch on Semi-Supervised Spoken Language Understanding Interspeech 2021 Three-Module Modeling For End-to-End Spoken Language Understanding Using Pre-Trained DNN-HMM-Based Acoustic-Phonetic Model Interspeech 2021 VoiSeR: A New Benchmark for Voice-Based Search Refinement EACL 2021 X2Parser: Cross-Lingual and Cross-Domain Framework for Task-Oriented Compositional Semantic Parsing ACL 2021 AGIF: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slot Filling EMNLP 2020 A Taxonomy of Empathetic Response Intents in Human Social Conversations COLING 2020 A Two-stage Model for Slot Filling in Low-resource Settings: Domain-agnostic Non-slot Reduction and Pretrained Contextual Embeddings EMNLP 2020 Audio-Visual Understanding of Passenger Intents for In-Cabin Conversational Agents ACL 2020 Augmented Natural Language for Generative Sequence Labeling EMNLP 2020 Automated Conversation Review to Surface Virtual Assistant Misunderstandings: Reducing Cost and Increasing Privacy AAAI 2020 Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling ACL 2020 Composed Variational Natural Language Generation for Few-shot Intents EMNLP 2020 Constrained Self-Supervised Clustering for Discovering New Intents (Student Abstract) AAAI 2020 Data Augmentation for Multiclass Utterance Classification – A Systematic Study COLING 2020