Applying LLMs to Active Learning: Toward Cost-Efficient Cross-Task Text Classification Without Manually Labeled Data

Yejian Zhang

doi:10.1155/int/6472544

2025-07-16

Yejian Zhang *

Shingo Takada

DOI：10.1155/int/6472544

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摘要

Keyword:

active learning

artificial intelligence

large language models

machine learning

natural language processing

text classification

期刊

International Journal of Intelligent Systems

IF:

3.7

论文数:

3.1K

被引数:

8.1K

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