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language_modeling

original

  • RNNLM with LSTM/GRU

nce

  • noise contrastive estimation for RNNLM

Blackout

  • Blackout approximation algorithm for RNNLM

p-tHSM

  • paralized tree-based hierarchical softmax model

tHSM

  • tree-based hierarchical softmax model with huffman coding

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  • Python 97.6%
  • TeX 1.4%
  • Shell 1.0%