1. 大部分应用场景：小数据和数据孤岛
• 法律：Contract review law firms typically have annotated 10K - 20K of labeled
contracts as samples (Bradley Arsenault, Electric Brain 2018)
• 金融：In finance industry, large loans are few, with only ~ 100 examples as typical
sam
ples (4paradigm.com, 2017)
• 医疗： I
n medical image recognition, high-quality labeled data are few (A Survey on
Deep Learning in Medical Image Analysis, Geert Litjens, et al. 2017 Arxiv.)
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