AcTune: Uncertainty-Based Active Self-Training for Active Fine-Tuning of Pretrained Language Models
Yue Yu, Lingkai Kong, Jieyu Zhang, Rongzhi Zhang, Chao Zhang
2022Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies28 citationsDOIOpen Access PDF
Abstract
Yue Yu, Lingkai Kong, Jieyu Zhang, Rongzhi Zhang, Chao Zhang. Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. 2022.
Topics & Concepts
Computer scienceTraining (meteorology)Active learning (machine learning)Artificial intelligenceLanguage modelNatural language processingMeteorologyPhysicsTopic ModelingNatural Language Processing TechniquesSpeech Recognition and Synthesis