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

delete2025-07-16
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OA
AI
Y
Yejian Zhang *
S
Shingo Takada
DOI:10.1155/int/6472544delete
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Abstract

Abstract

En
Keywords:
active learning
artificial intelligence
large language models
machine learning
natural language processing
text classification

Journal

International Journal of Intelligent Systems cover
International Journal of Intelligent Systems
IF:
3.7
Papers:
3.0K
Citations:
8.1K

Organization

No organization information available