Cold-Start Data Selection for Better Few-shot Language Model Fine-tuning: A Prompt-based Uncertainty Propagation Approach

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Knowledge Triples

Source Entity	Relationship	Target Entity
Cold Start Task	appliesTo	PATRON Method
PATRON Method	evaluatedIn	Text Classification Datasets Material
PATRON Method	includes	Partition then rewrite Method
PATRON Method	includes	Prompt based uncertainty propagation Method
Prompt Based Learning Method	achieves	Fully supervised performance Metric