Tong Zhang

张潼

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Copyright Tong Zhang

Code

This page contains some code that either my coauthors or I wrote.
  • Pytorch code for the ZEN method
    This is an unsupervised pretraining method for Chinese that can take advantage of n-gram (multi-character) information, achieving better results than BERT.

  • C++ code implementaiton of various text catgorization methods using neural networks
         CNN (NAACL 15),  Semisupervised Learning (NIPS 15),  LSTM (ICML 16),  and DPCNN (ACL 17).

  • C++ code for nonlinear prediction using the RGF method
    This is a regularized version of boosted decision trees (forest) with improved performance.