/sentiment-analysis-kor

Sentiment analysis model using PyTorch and torchtext with Korean corpus

Primary LanguagePython

sentiment-analysis-kor

Sentiment analysis model using PyTorch and torchtext with Korean corpus

I conducted sentiment analysis using the NSMC dataset. Sentiment analysis is a binary classification task with positive and negative classification.

Dataset

Click here -> NSMC

Model

The models used for sentiment analysis are as follows. Other models will be constantly updated.

  • Vanilla RNN
  • LSTM
  • GRU
  • LSTM with Self Attention