text_claasification

A Repository for one of NLP tasks---test classification, with different implementations.

Requirements

• Python 3
• Tensorflow 1.11

Methods

1. CNN

• papaer: Convolutional Neural Networks for Sentence Classification
• blog: https://blog.csdn.net/Kaiyuan_sjtu/article/details/83956854

2. RNN

• paper: Recurrent Neural Network for Text Classification with Multi-Task Learning
• blog: https://blog.csdn.net/Kaiyuan_sjtu/article/details/84201084

3. fastText

• paper: Bag of Tricks for Efficient Text Classification
• blog: https://blog.csdn.net/Kaiyuan_sjtu/article/details/84404290

4. RCNN

• paper: Recurrent Convolutional Neural Networks for Text Classification
• blog: https://blog.csdn.net/Kaiyuan_sjtu/article/details/84536256

5. HAN

• paper: Hierarchical Attention Networks for Document Classification
• blog: https://blog.csdn.net/Kaiyuan_sjtu/article/details/85065962

6. CHAR-CNN

• paper: Character-level Convolutional Networks for Text Classification
• blog: https://blog.csdn.net/Kaiyuan_sjtu/article/details/8522051o6

7. BERT

• paper: BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
• repository: https://github.com/google-research/bert
• blog: https://blog.csdn.net/Kaiyuan_sjtu/article/details/88709580