Active learning for reducing labeling effort in text classification tasks

10 September 2021

Papers citing "Active learning for reducing labeling effort in text classification tasks"

6 / 6 papers shown

Title
A Novel Two-Step Fine-Tuning Pipeline for Cold-Start Active Learning in Text Classification Tasks F. Belém Washington Cunha Celso França Claudio Andrade Leonardo Rocha M. A. Gonçalves 27 2 0 24 Jul 2024
ActiveLLM: Large Language Model-based Active Learning for Textual Few-Shot Scenarios Markus Bayer Christian A. Reuter 51 6 0 17 May 2024
$Reduced Label Complexity For Tight $\ell_2$ Regression$ Reduced Label Complexity For Tight $\ell_2$ Regression Alex Gittens M. Magdon-Ismail UQCV 22 0 0 12 May 2023
Towards energy-efficient Deep Learning: An overview of energy-efficient approaches along the Deep Learning Lifecycle Vanessa Mehlin Sigurd Schacht Carsten Lanquillon HAI MedIm 33 19 0 05 Feb 2023
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 285 9,138 0 06 Jun 2015
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 278 31,267 0 16 Jan 2013