This assignment is from the Kaggle Competition: Amazon Reviews for Sentiment Analysis
https://www.kaggle.com/datasets/bittlingmayer/amazonreviews
It was completed as NLP practice for Graduate AI
PREPROCESSING DATA PRACTICE:
- Preprocess simple sentences
- Calculate cosine similarity of the processed sentences
- Calculate TF-IDF vectors of the processed sentences
MODEL TRAINING:
- Preprocess the Kaggle dataset
- Train a model without LSTM layers
- Train a model with LSTM layers
- Compare the validation accuracy and loss of the two models