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[feature wanted]多人交叉验证的标注质量控制 #10

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crownpku opened this issue Nov 20, 2017 · 2 comments
Open

[feature wanted]多人交叉验证的标注质量控制 #10

crownpku opened this issue Nov 20, 2017 · 2 comments

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@crownpku
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每个task可以选择多人交叉验证。
不同worker标注出现出入的话,需要一个owner最后确认。

另外足够多数据训练之后,可以考虑将算法置信度也引入帮助判断和怀疑标注质量。

@crownpku crownpku changed the title [new feature]多人交叉验证的标注质量控制 [feature wanted]多人交叉验证的标注质量控制 Nov 20, 2017
@minminzhong
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有一些疑惑的地方,
1.每个task 选择多人交叉验证,这一步是设在哪个环节的呢?
2.多人交叉验证具体怎么操作呢?

@crownpku
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  1. worker自己做自己的标注任务,和单用户版本没有太大区别,online模型也都是自己的。
  2. online标注完成,相同的文本,不同worker出现标注不一样的结果,这时就需要owner在offline模型全量训练之前做确认。修改的结果要反馈给标注错误的worker。
    重复1-2

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