PromptAL combines sample-aware dynamic soft prompts with uncertainty and diversity scores to select better annotation candidates in few-shot active learning.
Dasgupta, Two faces of active learning, Theoretical computer science 412 (19) (2011) 1767–1781
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PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning
PromptAL combines sample-aware dynamic soft prompts with uncertainty and diversity scores to select better annotation candidates in few-shot active learning.