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Convolutional Neural Networks for Sentence Classification

This is pytorch implementation of the "Convolutional Neural Networks for Sentence Classification"

requirement

  • pytorch 1.0
  • torchtext 0.4
  • python 3.6

results

Model TREC MR
CNN-rand 92.0 76.5
CNN-pretrain 92.6 78.7

TensorboardX

trec_rand

trec_rand

trec_pretrain

trec_pretrain

MR_rand

MR_rand

MR_pretrain

MR_pretrain