TensorFlow-TextCNN

TextCNN (Convolutional Neural Networks for Sentence Classification - Yoon Kim)

paper

• https://arxiv.org/abs/1408.5882

dataset

• SST(Stanford Sentiment Treebank)
  • http://nlp.stanford.edu/~socherr/stanfordSentimentTreebank.zip
  • pre-processed data
    • https://github.com/singhalprerana/SST_data_extraction
      • sst_train_sentence.csv
      • sst_train_phrases.csv
      • sst_dev.csv
      • sst_test.csv

Result (metric: Accuracy)

• paper result
  
  
  
  
• SST1 result
  
  
  
  
• SST2 result