This code belongs to the "Implementing a CNN for Text Classification in Tensorflow" blog post.

It is slightly simplified implementation of Kim's Convolutional Neural Networks for Sentence Classification paper in Tensorflow.

python3

Train: python train_without_summary.py

本项目是依据于text_cnn，在其基础上添加了lstm，双向lstm等。 运行相关模型请在text_cnn.py中打开相关注释

Evaluating

./eval.py --eval_train --checkpoint_dir="./runs/1459637919/checkpoints/"

References

• Convolutional Neural Networks for Sentence Classification
• A Sensitivity Analysis of (and Practitioners' Guide to) Convolutional Neural Networks for Sentence Classification

https://www.jianshu.com/p/4fbc4939509f 里面有attention的实现

https://zhuanlan.zhihu.com/p/37978321