Sentiment Analysis using BERT

Steps

1. Settings
2. Exploratory Data Analysis and Preprocessing

• use the SMILE Twitter dataset.
  • Wang, Bo; Tsakalidis, Adam; Liakata, Maria; Zubiaga, Arkaitz; Procter, Rob; Jensen, Eric (2016): SMILE Twitter Emotion dataset. figshare.
  • Dataset: https://doi.org/10.6084/m9.figshare.3187909.v2

3. Training and Validation Split
4. Loading Tokenizer and Encoding Data
5. Setting BERT Pre-trained Model
6. Creating Data Loaders
7. Seeting up Optimier and Scheduler
8. Defining Performance Metrics
9. Creating Training Loop