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NAACL-2019/06-Better Modeling of Incomplete Annotations for Named Entity Recognition #262

Open BrambleXu opened 4 years ago

BrambleXu commented 4 years ago

Summary:

通过改进 (Bellare and McCallum, 2007)的方法，对unavailable labels进行更好的假设，来提高对于incomplete annotations的建模。对不同label的组合提出了hard和soft两种概率分布q的计算方法。

Resource:

Paper information:

Notes:

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Model Graph:

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Result:：

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随机删除entity来模拟incomplete的状态

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Thoughts:

这个确实挺实用的。

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