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Neural Network Methods in Natural Language Processing – Introduction

转型DL缘由:

for more money & better life

计划:

282pages. complete training in 1 month.

target salary:

24K

神经网络架构一共分为两种:

  • feed-forward networks 支持fixed sized or with variable length inputs,disregard the order of the elements
  • recurrent/recursive networks。一般不会单独使用。rnn会和其他网络component结合在一起

本书结构:

  • machine learning basic. mlps, gradient-based training
  • apply dl to nlp
  • cnn,rnn specialized architectures
  • collection of various advanced topics:rnn for modeling trees. structured prediction models,and multi-task learning

 

 

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