/Simple-Sentiment-Analysis

A simple Sentiment Analysis of Movie reviews (IMBD) with two different approaches of LSTM and CNN.

Primary LanguageJupyter NotebookMIT LicenseMIT

Sentiment Analysis using LSTM and CNN

A simple Sentiment Analysis of Movie reviews (IMBD) with two different approaches of LSTM and CNN.

1 . The first approach is of Recurrent Neural Networks with LSTM to introduce a memory element for decision making . It could be further improved by using a Bidirectional LSTM model woth pretrained Word Vectors or Embeddings such as Word2Vec or Glove

2 .The second approach uses Convolutional Neural Networks and considers all parts of the given sentence seperately while classifying into a Sentiment .