文章目录

• 具有大量准确标注数据
• 具有小量准确标注数据
• • 基于规则的数据增强
  • 筛选高概率的数据增强
  • 图像数据增强
  • 逆离散化or上采样
  • 迁移学习
• 数据含有标注，但与业务需求不完全相符
• • 标注粒度过粗
  • 标注元数不同
• 标注数据含噪音
• 无标注数据
• • 半监督学习方案
  • 无监督学习方案
• 文本数据
• • 结构化文本数据
  • 非结构化文本数据
  • 半结构化文本数据

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