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Intent Classification

516 papers

Papers per year

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Papers

Adaptive Global-Local Context Fusion for Multi-Turn Spoken Language Understanding AAAI 2022
A Multi-Factor Classification Framework for Completing Users’ Fuzzy Queries (Student Abstract) AAAI 2022
New Intent Discovery with Pre-training and Contrastive Learning ACL 2022
GL-CLeF: A Global–Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding ACL 2022
KNN-Contrastive Learning for Out-of-Domain Intent Classification ACL 2022
Incremental Intent Detection for Medical Domain with Contrast Replay Networks ACL 2022
CrossAligner & Co: Zero-Shot Transfer Methods for Task-Oriented Cross-lingual Natural Language Understanding ACL 2022
TamilATIS: Dataset for Task-Oriented Dialog in Tamil ACL 2022
Evaluating the Practical Utility of Confidence-score based Techniques for Unsupervised Open-world Classification ACL 2022
Data Augmentation for Intent Classification with Off-the-shelf Large Language Models ACL 2022
LINGUIST: Language Model Instruction Tuning to Generate Annotated Utterances for Intent Classification and Slot Tagging COLING 2022
Continual Few-shot Intent Detection COLING 2022
A Closer Look at Few-Shot Out-of-Distribution Intent Detection COLING 2022
Using Multi-Encoder Fusion Strategies to Improve Personalized Response Selection COLING 2022
Distribution Calibration for Out-of-Domain Detection with Bayesian Approximation COLING 2022
Towards Multi-label Unknown Intent Detection COLING 2022
Generalized Intent Discovery: Learning from Open World Dialogue System COLING 2022
Wizard of Tasks: A Novel Conversational Dataset for Solving Real-World Tasks in Conversational Settings COLING 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
Insurance Question Answering via Single-turn Dialogue Modeling COLING 2022
Building Korean Linguistic Resource for NLU Data Generation of Banking App CS Dialog System COLING 2022
Annotating Targets of Toxic Language at the Span Level COLING 2022
Co-guiding Net: Achieving Mutual Guidances between Multiple Intent Detection and Slot Filling via Heterogeneous Semantics-Label Graphs EMNLP 2022
Estimating Soft Labels for Out-of-Domain Intent Detection EMNLP 2022