Recurrent Neural Networks

Recurrent Neural Networks #

  • Raw Text into Sequence Data
  • Recurrent connection
  • Recurrent Neural Networks with Hidden States
  • Backpropagation Through Time
  • RNNs for NLP tasks
  • Encoder–Decoder Architecture
  • Teacher Forcing
  • Loss Function with Masking
  • Training and Prediction

Reference #

  • Dive into deep learning. Cambridge University Press.. (T1 – Ch 9)
  • R4 – Ch 9
  • R3 – Ch 2.2.10

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