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Share Reading Reading "TACL16 LSTM's Syntax-Sensitive Dependencies Ability"

阅读分享。LSTM在语言处理中的成功通常归功于他们捕获长距离统计规律的能力。但是语言规律往往对句法结构非常敏感,这样的依赖关系可以被没有明确结构表示的LSTM捕获吗?本文基于英语上的动词依赖关系中的预测动词的单复数形式探索这个问题。 12 October 2017

Summary

  1. Baseline model is ingenious.
  2. Homogeneous intervention. Variables control.
  3. Interpretability
  4. The whole work begin with the easy and efficiency function to build the large dataset.

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