InsCL: A Data-efficient Continual Learning Paradigm for Fine-tuning Large Language Models with Instructions
Yifan Wang, Yafei Liu, Chufan Shi, Haoling Li, Chen Chen, H. Lu, Yujiu Yang
Abstract
Yifan Wang, Yafei Liu, Chufan Shi, Haoling Li, Chen Chen, Haonan Lu, Yujiu Yang. Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers). 2024.
Topics & Concepts
Computer scienceArtificial intelligenceData modelingNatural language processingLanguage acquisitionLanguage modelMachine learningHuman–computer interactionSoftware engineeringMathematics educationPsychologyNatural Language Processing TechniquesTopic ModelingSpeech Recognition and Synthesis