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Intent Classification

514 directly classified papers

Papers per year

Papers

From Disfluency Detection to Intent Detection and Slot Filling INTERSPEECH 2022
Improving Spoken Language Understanding with Cross-Modal Contrastive Learning INTERSPEECH 2022
Weak supervision for Question Type Detection with large language models INTERSPEECH 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
Group is better than individual: Exploiting Label Topologies and Label Relations for Joint Multiple Intent Detection and Slot Filling EMNLP 2022
Watch the Neighbors: A Unified K-Nearest Neighbor Contrastive Learning Framework for OOD Intent Discovery EMNLP 2022
Intent Detection and Discovery from User Logs via Deep Semi-Supervised Contrastive Clustering NAACL 2022
Estimating Soft Labels for Out-of-Domain Intent Detection EMNLP 2022
Towards Need-Based Spoken Language Understanding Model Updates: What Have We Learned? EMNLP 2022
Meta Auxiliary Learning for Low-resource Spoken Language Understanding INTERSPEECH 2022
Correctable-DST: Mitigating Historical Context Mismatch between Training and Inference for Improved Dialogue State Tracking EMNLP 2022
A Transformer-based Threshold-Free Framework for Multi-Intent NLU COLING 2022
Incorporating Instructional Prompts into a Unified Generative Framework for Joint Multiple Intent Detection and Slot Filling COLING 2022
Distinguish Sense from Nonsense: Out-of-Scope Detection for Virtual Assistants EMNLP 2022
Insurance Question Answering via Single-turn Dialogue Modeling COLING 2022
Fine-tuning Pre-trained Language Models for Few-shot Intent Detection: Supervised Pre-training and Isotropization NAACL 2022
Bringing the State-of-the-Art to Customers: A Neural Agent Assistant Framework for Customer Service Support EMNLP 2022
Wizard of Tasks: A Novel Conversational Dataset for Solving Real-World Tasks in Conversational Settings COLING 2022
Distilling Multilingual Transformers into CNNs for Scalable Intent Classification EMNLP 2022
GL-CLeF: A Global–Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding ACL 2022
Generalized Intent Discovery: Learning from Open World Dialogue System COLING 2022
Towards Multi-label Unknown Intent Detection COLING 2022
Revisit Overconfidence for OOD Detection: Reassigned Contrastive Learning with Adaptive Class-dependent Threshold NAACL 2022
Distribution Calibration for Out-of-Domain Detection with Bayesian Approximation COLING 2022