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Unsupervised Machine Translation implementation(for self-learning)

TODO

  • imple add_noise function
  • Need 3 neural nets: lang A autoencoder, lang B autoencoder, discriminator a
  • Assume A -> B translation
  • Three Loss functions: autoencoder(cross-ent for A,B), translation loss(A->B), discrimnator loss
  • $ M_t = decB_t(encA_t(x)) $
  • Need to jumpstart process by using naive methods for initialization(eg. fastText?)