NLP-Before-LLMs

This repository contains a backup of NLP research and learning content from several years ago.

1. Classification

   • BiLSTM
   • Entity Network
   • fastText
   • TextCNN
   • TextRNN

2. Dual LSTM

3. TF Demo

   • Seq2Seq
   • DNN
   • RNN
   • CNN

4. Dependency Syntax Tree

5. RL Demo

   • Reinforcement Learning Demo (DQN, ...)
   • AlphaGo

6. TextRank & TF-IDF for Keywords & Summary Demo

7. Word2Vec

8. Doc2Vec

9. LDA

10. POS Tagging

11. n-gram