An opinionated collection of papers on active learning.
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Small-Text: Active Learning for Text Classification in Python
Paper • 2107.10314 • Published • 1 -
Towards Understanding the Behaviors of Optimal Deep Active Learning Algorithms
Paper • 2101.00977 • Published -
AnchorAL: Computationally Efficient Active Learning for Large and Imbalanced Datasets
Paper • 2404.05623 • Published • 3 -
FreeAL: Towards Human-Free Active Learning in the Era of Large Language Models
Paper • 2311.15614 • Published