Mohammad Albarham Mohammad Albarham

Sentiment Analysis using RNN

2020

Example positive and negative movie reviews paired with thumbs-up and thumbs-down sentiment indicators
Diagram of the sentiment RNN architecture showing word embeddings feeding into LSTM cells and a sigmoid output

Project information

About this project

A recurrent neural network (LSTM) built with PyTorch to perform sentiment analysis on movie reviews, classifying texts as positive or negative based on learned word embeddings and sequence representations.