conftrace_

intent classification

372 papers

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Also known as

IC

Co-occurring keywords

dialogue system (1667) spoken language understanding (299) slot filling (263) text classification (6793) large language model (13587) natural language understanding (846) few-shot learning (3398) data augmentation (3052) named entity recognition (2813) task-oriented dialogue (326)

Papers

Improving Spoken Language Understanding with Cross-Modal Contrastive Learning INTERSPEECH 2022
Meta Auxiliary Learning for Low-resource Spoken Language Understanding INTERSPEECH 2022
A Multi-Factor Classification Framework for Completing Users’ Fuzzy Queries (Student Abstract) AAAI 2022
Data Augmentation for Intent Classification with Off-the-shelf Large Language Models ACL 2022
Knowledge Distillation Meets Few-Shot Learning: An Approach for Few-Shot Intent Classification Within and Across Domains ACL 2022
Evaluating the Practical Utility of Confidence-score based Techniques for Unsupervised Open-world Classification ACL 2022
Label Errors in BANKING77 ACL 2022
DoCoGen: Domain Counterfactual Generation for Low Resource Domain Adaptation ACL 2022
Where to Go for the Holidays: Towards Mixed-Type Dialogs for Clarification of User Goals ACL 2022
Conformal Predictor for Improving Zero-Shot Text Classification Efficiency EMNLP 2022
Learning Better Intent Representations for Financial Open Intent Classification EMNLP 2022
Task-driven augmented data evaluation EMNLP 2022
Zero-Shot Cross-Lingual Sequence Tagging as Seq2Seq Generation for Joint Intent Classification and Slot Filling EMNLP 2022
Machine Translation for Multilingual Intent Detection and Slots Filling EMNLP 2022
Prompt Learning for Domain Adaptation in Task-Oriented Dialogue EMNLP 2022
Cross-lingual transfer for low-resource Arabic language understanding EMNLP 2022
Adaptive Global-Local Context Fusion for Multi-Turn Spoken Language Understanding AAAI 2022
Are Pre-trained Transformers Robust in Intent Classification? A Missing Ingredient in Evaluation of Out-of-Scope Intent Detection ACL 2022
Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System ACL 2022
KNN-Contrastive Learning for Out-of-Domain Intent Classification ACL 2022
Watch the Neighbors: A Unified K-Nearest Neighbor Contrastive Learning Framework for OOD Intent Discovery EMNLP 2022
SLATE: A Sequence Labeling Approach for Task Extraction from Free-form Inked Content EMNLP 2022
Disentangling Confidence Score Distribution for Out-of-Domain Intent Detection with Energy-Based Learning EMNLP 2022
Controlled Data Generation via Insertion Operations for NLU NAACL 2022
Intent Discovery for Enterprise Virtual Assistants: Applications of Utterance Embedding and Clustering to Intent Mining NAACL 2022