text classification with keras in rt-polaritydata.
method | f1 |
---|---|
navie bayes | 0.7645+ |
FastText | 0.7793+ |
TextCNN | 0.7688+ |
TextRNN | 0.7771+ |
RCNN | 0.77 |
hierarchical attention network(HAN) | 0.78+ |
Transformer("attention is all you need") | 0.7636+ |
Bert | 0.8135+ |