DEUCE picks cold-start active learning seed sets by jointly maximizing textual diversity, class diversity, and uncertainty on a dual-neighbor graph.
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DEUCE: Dual-diversity Enhancement and Uncertainty-awareness for Cold-start Active Learning
DEUCE picks cold-start active learning seed sets by jointly maximizing textual diversity, class diversity, and uncertainty on a dual-neighbor graph.