Yaolun Zhang
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126
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NLP×1AI×1
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2026
EvoPool: Evolutionary Programmatic Annotation for Label-Efficient Specialized Supervision
EvoPool introduces an evolutionary multi-agent framework that efficiently generates high-quality, specialized supervision labels, significantly outperforming LLM annotation baselines across complex, label-scarce domains.
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