Advanced Sentiment Analysis Tool
CompletedDeveloped an emotion classifier for 27 emotions using the GoEmotions dataset with separate transformer and LSTM models. Fine-tuned DistilBERT model achieving 88% accuracy and implemented LSTM baseline for comparative analysis. Includes data preprocessing, model evaluation, and confusion matrix visualization. Explored transfer learning and ensemble methods for further accuracy improvements.
Developed an emotion classifier for 27 emotions using the GoEmotions dataset with separate transformer and LSTM models. Fine-tuned DistilBERT model achieving 88% accuracy and implemented LSTM baseline for comparative analysis. Includes data preprocessing, model evaluation, and confusion matrix visualization. Explored transfer learning and ensemble methods for further accuracy improvements.