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[Question]: DuUIE和UIE对比 #4352

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geasyheart opened this issue Jan 5, 2023 · 2 comments
Closed

[Question]: DuUIE和UIE对比 #4352

geasyheart opened this issue Jan 5, 2023 · 2 comments
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@geasyheart
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请提出你的问题

hello，请教各位大大个问题，DuUIE采用T5 generation方式来做信息提取，和model_zoo/uie这种方式相对比，他俩的区别在什么地方。我看了和model_zero/uie有什么不同历史描述，以及目前paddleNLP在宣传information extraction时都采用model_zoo/uie，是否可以将其总结为model_zoo/uie的效果相比DuUIE效果会更好，非常感谢各位大大解答～
@geasyheart geasyheart added the question Further information is requested label Jan 5, 2023
@github-actions github-actions bot added the triage label Jan 5, 2023
@wawltor wawltor removed the triage label Jan 5, 2023
@wawltor wawltor self-assigned this Jan 5, 2023
@wawltor
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wawltor commented Jan 5, 2023

  1. UIE和DuUIE是采样两种不同的建模方式来做信息抽取，UIE是片段抽取的方法来做信息抽取，DuUIE是使用T5的decoder方式来做信息抽取，相关抽取是通过生成方式来抽签出来的
  2. PaddleNLP目前开源的UIE的是抽取方法，主要是优势在零样本、抽取速度，因此我们推荐使用的是UIE方法

@geasyheart
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非常感谢～

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