Transformer for Machine Learning: A Deep Dive
Jupyter notebooks
| Chapter | Area | Application | Architecture | Colab link |
|---|---|---|---|---|
| 2 | Text | Machine translation, LSTM vs. Transformer | Transformer (original) |  |
| 3 | Text | Sentiment classification | RoBERTa | |
| Text | Topic Modeling | BERT | |
|
| 4 | Text | Multilingual sentiment classification | USEm | |
| 5 | Text | Sentiment and attention weights | T5 | |
| 6 | Speech | Automatic speech recognition | Speech2Text2, HuBERT | |
| 7 | Medical Text, XAI | Medical text classification | BERT, Bio_Clinical BERT | |