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In-Context Positive-Unlabeled Learning

stat.ML · 2026-05-07 · unverdicted · novelty 7.0

PUICL is a transformer pretrained on synthetic PU data from structural causal models that solves positive-unlabeled classification via in-context learning without gradient updates or fitting.

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