Unverified50% confidenceDecision RuleExact time

事实性标注通常要求Kappa大于0.8，而主观性标注可能只要求Kappa大于0.6

1

Sources

50%

Confidence

Long-term

Relevance

8/27/2026

First Seen

Sources

Fiverr Data Labeling Program Deep Dive: Process, Experience & Pitfalls to Avoid

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Related Claims

UnverifiedK折交叉验证的K通常取5或10，这在偏差-方差权衡上被实证为较优选择61% similar Unverified在MoE模型中每个token只激活少量Expert（通常2-4个，Top-K路由），实际计算量可能仅相当于6-7B的Dense模型59% similar Unverified标注者间一致性IAA常用Cohen's Kappa系数（两个标注者）和Fleiss' Kappa系数（多个标注者）计算，Kappa值为1表示完全一致，0表示与随机一致无差异57% similar

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