Intent Classification

Distribution Calibration for Out-of-Domain Detection with Bayesian Approximation COLING 2022 Diversity Features Enhanced Prototypical Network for Few-shot Intent Detection IJCAI 2022 Does Utterance entails Intent?: Evaluating Natural Language Inference Based Setup for Few-Shot Intent Detection Interspeech 2022 Embodied Multi-Agent Task Planning from Ambiguous Instruction RSS 2022 Estimating Soft Labels for Out-of-Domain Intent Detection EMNLP 2022 Evaluating the Practical Utility of Confidence-score based Techniques for Unsupervised Open-world Classification ACL 2022 Fine-tuning Pre-trained Language Models for Few-shot Intent Detection: Supervised Pre-training and Isotropization NAACL 2022 From Disfluency Detection to Intent Detection and Slot Filling Interspeech 2022 Gaining Insights into Unrecognized User Utterances in Task-Oriented Dialog Systems EMNLP 2022 Generalized Intent Discovery: Learning from Open World Dialogue System COLING 2022 GL-CLeF: A Global–Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding ACL 2022 Group is better than individual: Exploiting Label Topologies and Label Relations for Joint Multiple Intent Detection and Slot Filling EMNLP 2022 Hierarchical Control of Situated Agents through Natural Language NAACL 2022 HIT-SCIR at MMNLU-22: Consistency Regularization for Multilingual Spoken Language Understanding EMNLP 2022 Improving Spoken Language Understanding with Cross-Modal Contrastive Learning Interspeech 2022 Incorporating Instructional Prompts into a Unified Generative Framework for Joint Multiple Intent Detection and Slot Filling COLING 2022 Incremental Intent Detection for Medical Domain with Contrast Replay Networks ACL 2022 Induce Spoken Dialog Intents via Deep Unsupervised Context Contrastive Clustering Interspeech 2022 Insurance Question Answering via Single-turn Dialogue Modeling COLING 2022 Intent Detection and Discovery from User Logs via Deep Semi-Supervised Contrastive Clustering NAACL 2022 Intent Discovery for Enterprise Virtual Assistants: Applications of Utterance Embedding and Clustering to Intent Mining NAACL 2022 KNN-Contrastive Learning for Out-of-Domain Intent Classification ACL 2022 Learning Better Intent Representations for Financial Open Intent Classification EMNLP 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