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cschroeder 's Collections
Active Learning Papers

Active Learning Papers

updated Nov 10, 2024

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 Jul 21, 2021 • 1

  • Towards Understanding the Behaviors of Optimal Deep Active Learning Algorithms

    Paper • 2101.00977 • Published Dec 29, 2020

  • AnchorAL: Computationally Efficient Active Learning for Large and Imbalanced Datasets

    Paper • 2404.05623 • Published Apr 8, 2024 • 3

  • FreeAL: Towards Human-Free Active Learning in the Era of Large Language Models

    Paper • 2311.15614 • Published Nov 27, 2023

  • Self-Training for Sample-Efficient Active Learning for Text Classification with Pre-Trained Language Models

    Paper • 2406.09206 • Published Jun 13, 2024 • 1
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