nlp学习

网络模型学习

Posted by abhhay on July 2, 2022

TextCNN学习

参考论文:

  1. BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
  2. ERNIE: Enhanced Representation through Knowledge Integration
  3. Convolutional Neural Networks for Sentence Classification
  4. Recurrent Neural Network for Text Classification with Multi-Task Learning
  5. Attention-Based Bidirectional Long Short-Term Memory Networks for Relation Classification
  6. Recurrent Convolutional Neural Networks for Text Classification
  7. Bag of Tricks for Efficient Text Classification
  8. Deep Pyramid Convolutional Neural Networks for Text Categorization
  9. Attention Is All You Need

目录:

  1. 基于pytorch。
  2. 中文文本分类

基于静态词向量模型的实现:

  1. TextCNN。
  2. TextRNN。
  3. FastText。
  4. TextRCNN。
  5. BiLSTM_Attention,。
  6. DPCNN。
  7. Transformer。

基于bert动态词向量模型实现:

  1. BERT
  2. ERNIE
  3. BERT_CNN
  4. BERT_RNN
  5. BERT_DPCNN

结语

励志做一个有梦想的NLPer

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