Deep Learning Models for Sentiment Analysis on VLSP Dataset

Dataset

The VLSP dataset is a collection of Vietnamese comments annotated with sentiment labels.

Contents

• NLP_assignment_sentiment_analysis.ipynb: Jupyter Notebook containing code for training and evaluating various deep learning models on the VLSP dataset.
• _231__NLP___Sentiment_Analysis.pdf: A report detailing the methodology, experimental setup, results, and analysis of the comparison study.

Models Compared

The following deep learning models are compared in the notebook:

• Convolutional Neural Networks (CNN)
• Long Short-Term Memory (LSTM)
• Bi-directional Long Short-Term Memory (BiLSTM)
• Combined models