FIFA22Tweet-Sentiment-Analysis-Deep-Learning-LIME

• Technologies - Python, PyTorch, Transformers, Numpy, Pandas, Matplotlib, Explainable AI.
• Trained and Fine-tuned Deep Learning models - roBERTa, distilBERT, and XLNet on 30,000 tweets on the FIFA World Cup 2022 for analysis of Public Sentiment and Evaluated performance by Accuracy, F1 Score, Precision, and Recall. Utilized LIME to Interpret models' decision-making process.

Publication

• Published in: 26th IEEE ICCIT 2023
• DOI: 10.1109/ICCIT60459.2023.10441156