TextCNN学习
参考论文:
- BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
- ERNIE: Enhanced Representation through Knowledge Integration
- Convolutional Neural Networks for Sentence Classification
- Recurrent Neural Network for Text Classification with Multi-Task Learning
- Attention-Based Bidirectional Long Short-Term Memory Networks for Relation Classification
- Recurrent Convolutional Neural Networks for Text Classification
- Bag of Tricks for Efficient Text Classification
- Deep Pyramid Convolutional Neural Networks for Text Categorization
- Attention Is All You Need
目录:
- 基于pytorch。
- 中文文本分类
基于静态词向量模型的实现:
- TextCNN。
- TextRNN。
- FastText。
- TextRCNN。
- BiLSTM_Attention,。
- DPCNN。
- Transformer。
基于bert动态词向量模型实现:
- BERT
- ERNIE
- BERT_CNN
- BERT_RNN
- BERT_DPCNN
结语
励志做一个有梦想的NLPer
坑坑 加油