Fine-tuning Pre-trained Language Models for Few-shot Intent Detection: Supervised Pre-training and Isotropization
Haode Zhang, Haowen Liang, Yuwei Zhang, Li-Ming Zhan, Xiao-Ming Wu, Xiaolei Lu, Albert Y. S. Lam
2022Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies23 citationsDOIOpen Access PDF
Abstract
Haode Zhang, Haowen Liang, Yuwei Zhang, Li-Ming Zhan, Xiao-Ming Wu, Xiaolei Lu, Albert Lam. Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. 2022.
Topics & Concepts
ZhàngComputer scienceArtificial intelligenceNatural language processingComputational linguisticsAssociation (psychology)Training (meteorology)Language modelLinguisticsSpeech recognitionChinaPhilosophyHistoryEpistemologyPhysicsArchaeologyMeteorologyDomain Adaptation and Few-Shot LearningAnomaly Detection Techniques and ApplicationsAdversarial Robustness in Machine Learning