Smooth Sailing: Improving Active Learning for Pre-trained Language Models with Representation Smoothness Analysis

20 December 2022

Papers citing "Smooth Sailing: Improving Active Learning for Pre-trained Language Models with Representation Smoothness Analysis"

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Title
STAR: Constraint LoRA with Dynamic Active Learning for Data-Efficient Fine-Tuning of Large Language Models Linhai Zhang Jialong Wu Deyu Zhou Guoqiang Xu 30 4 0 02 Mar 2024
Cold-start Active Learning through Self-supervised Language Modeling Michelle Yuan Hsuan-Tien Lin Jordan L. Boyd-Graber 116 180 0 19 Oct 2020
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 285 9,138 0 06 Jun 2015